warning: commands will be executed using /bin/sh
job 2136 at Sat Mar 22 10:00:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140316/YutaMouse20-140316/YutaMouse20-140316
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1694237 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 564745 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 29789 members 
Mstep: Class 3 contains 29642 members 
Mstep: Class 4 contains 29579 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 29978 members 
Mstep: Class 7 contains 29397 members 
Mstep: Class 8 contains 29739 members 
Mstep: Class 9 contains 29710 members 
Mstep: Class 10 contains 29814 members 
Mstep: Class 11 contains 29693 members 
Mstep: Class 12 contains 29588 members 
Mstep: Class 13 contains 29813 members 
Mstep: Class 14 contains 29833 members 
Mstep: Class 15 contains 29866 members 
Mstep: Class 16 contains 29625 members 
Mstep: Class 17 contains 29725 members 
Mstep: Class 18 contains 29571 members 
Mstep: Class 19 contains 29628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1064.013306 but Gain 3284.542969
Score: -79901552.000000 Penalty: 59121.792969
Iteration 0F: 19 clusters Score -7.990155e+07 nChanged 535142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3769 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 17121 members 
Mstep: Class 3 contains 110254 members 
Mstep: Class 4 contains 193688 members 
Mstep: Class 5 contains 33612 members 
Mstep: Class 6 contains 13116 members 
Mstep: Class 7 contains 11966 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 10 contains 28545 members 
Mstep: Class 12 contains 6123 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 14 contains 6426 members 
Mstep: Class 15 contains 1888 members 
Mstep: Class 16 contains 32932 members 
Mstep: Class 17 contains 10507 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 69514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2663.539307 but Gain 3284.542969
Score: -85087088.000000 Penalty: 55837.250000
Iteration 1F: 18 clusters Score -8.508709e+07 nChanged 236337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2067 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8841 members 
Mstep: Class 3 contains 92318 members 
Mstep: Class 4 contains 307367 members 
Mstep: Class 5 contains 17265 members 
Mstep: Class 6 contains 7880 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 4097 members 
Mstep: Class 14 contains 7262 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 16 contains 20130 members 
Mstep: Class 17 contains 5542 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 46316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2286.411133 but Gain 3284.546875
Score: -85825448.000000 Penalty: 52552.703125
Iteration 2F: 17 clusters Score -8.582545e+07 nChanged 127504
Entering Unmasked Mstep 
Mstep: Class 0 contains 663 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 98929 members 
Mstep: Class 4 contains 304511 members 
Mstep: Class 5 contains 12086 members 
Mstep: Class 6 contains 13520 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 9 contains 6620 members 
Mstep: Class 10 contains 14355 members 
Mstep: Class 12 contains 10614 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 10479 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 22110 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 2870 members 
Mstep: Class 19 contains 33273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86092256.000000 Penalty: 52552.703125
Iteration 3F: 17 clusters Score -8.609226e+07 nChanged 84658
Entering Unmasked Mstep 
Mstep: Class 0 contains 536 members 
Mstep: Class 2 contains 6278 members 
Mstep: Class 3 contains 112753 members 
Mstep: Class 4 contains 280135 members 
Mstep: Class 5 contains 7450 members 
Mstep: Class 6 contains 19148 members 
Mstep: Class 7 contains 21979 members 
Mstep: Class 9 contains 8638 members 
Mstep: Class 10 contains 15871 members 
Mstep: Class 12 contains 9495 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 11140 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 31431 members 
Mstep: Class 17 contains 3212 members 
Mstep: Class 18 contains 3354 members 
Mstep: Class 19 contains 26961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3240.792480 but Gain 3284.542969
Score: -86233712.000000 Penalty: 49268.160156
Iteration 4F: 16 clusters Score -8.623371e+07 nChanged 70594
Entering Unmasked Mstep 
Mstep: Class 0 contains 509 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 3 contains 130563 members 
Mstep: Class 4 contains 251414 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 22123 members 
Mstep: Class 7 contains 25614 members 
Mstep: Class 9 contains 9689 members 
Mstep: Class 10 contains 18455 members 
Mstep: Class 12 contains 6799 members 
Mstep: Class 13 contains 3958 members 
Mstep: Class 14 contains 10655 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 42796 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 24022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86345784.000000 Penalty: 49268.160156
Iteration 5F: 16 clusters Score -8.634578e+07 nChanged 55625
Entering Unmasked Mstep 
Mstep: Class 0 contains 489 members 
Mstep: Class 2 contains 5770 members 
Mstep: Class 3 contains 142142 members 
Mstep: Class 4 contains 231088 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 23075 members 
Mstep: Class 7 contains 29052 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 19785 members 
Mstep: Class 12 contains 4723 members 
Mstep: Class 13 contains 3894 members 
Mstep: Class 14 contains 9224 members 
Mstep: Class 15 contains 1828 members 
Mstep: Class 16 contains 50244 members 
Mstep: Class 18 contains 6909 members 
Mstep: Class 19 contains 21415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86403520.000000 Penalty: 49268.160156
Iteration 6F: 16 clusters Score -8.640352e+07 nChanged 43894
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 2 contains 5831 members 
Mstep: Class 3 contains 144775 members 
Mstep: Class 4 contains 221364 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 23306 members 
Mstep: Class 7 contains 32463 members 
Mstep: Class 9 contains 13076 members 
Mstep: Class 10 contains 20693 members 
Mstep: Class 12 contains 3596 members 
Mstep: Class 13 contains 3863 members 
Mstep: Class 14 contains 8869 members 
Mstep: Class 15 contains 1714 members 
Mstep: Class 16 contains 53756 members 
Mstep: Class 18 contains 7878 members 
Mstep: Class 19 contains 19341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86434496.000000 Penalty: 49268.160156
Iteration 7F: 16 clusters Score -8.64345e+07 nChanged 33491
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 143514 members 
Mstep: Class 4 contains 217358 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 23385 members 
Mstep: Class 7 contains 35311 members 
Mstep: Class 9 contains 14766 members 
Mstep: Class 10 contains 21246 members 
Mstep: Class 12 contains 3028 members 
Mstep: Class 13 contains 3844 members 
Mstep: Class 14 contains 8962 members 
Mstep: Class 15 contains 1675 members 
Mstep: Class 16 contains 55247 members 
Mstep: Class 18 contains 8384 members 
Mstep: Class 19 contains 17631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86452512.000000 Penalty: 49268.160156
Iteration 8F: 16 clusters Score -8.645251e+07 nChanged 26394
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 141816 members 
Mstep: Class 4 contains 215025 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 37307 members 
Mstep: Class 9 contains 16255 members 
Mstep: Class 10 contains 21761 members 
Mstep: Class 12 contains 2851 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 9102 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 56099 members 
Mstep: Class 18 contains 8478 members 
Mstep: Class 19 contains 16257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86465944.000000 Penalty: 49268.160156
Iteration 9Q: 16 clusters Score -8.646594e+07 nChanged 20580
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 6469 members 
Mstep: Class 3 contains 140312 members 
Mstep: Class 4 contains 213320 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 6 contains 23374 members 
Mstep: Class 7 contains 38492 members 
Mstep: Class 9 contains 17521 members 
Mstep: Class 10 contains 22241 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 3829 members 
Mstep: Class 14 contains 9239 members 
Mstep: Class 15 contains 1662 members 
Mstep: Class 16 contains 56690 members 
Mstep: Class 18 contains 8295 members 
Mstep: Class 19 contains 15179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86476880.000000 Penalty: 49268.160156
Iteration 10Q: 16 clusters Score -8.647688e+07 nChanged 16024
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 6716 members 
Mstep: Class 3 contains 138878 members 
Mstep: Class 4 contains 211892 members 
Mstep: Class 5 contains 5237 members 
Mstep: Class 6 contains 23307 members 
Mstep: Class 7 contains 39235 members 
Mstep: Class 9 contains 18672 members 
Mstep: Class 10 contains 22787 members 
Mstep: Class 12 contains 2912 members 
Mstep: Class 13 contains 3833 members 
Mstep: Class 14 contains 9341 members 
Mstep: Class 15 contains 1695 members 
Mstep: Class 16 contains 57262 members 
Mstep: Class 18 contains 8113 members 
Mstep: Class 19 contains 14409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86484704.000000 Penalty: 49268.160156
Iteration 11Q: 16 clusters Score -8.64847e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 6930 members 
Mstep: Class 3 contains 137726 members 
Mstep: Class 4 contains 210669 members 
Mstep: Class 5 contains 5633 members 
Mstep: Class 6 contains 23271 members 
Mstep: Class 7 contains 39676 members 
Mstep: Class 9 contains 19679 members 
Mstep: Class 10 contains 23259 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 3835 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 1722 members 
Mstep: Class 16 contains 57751 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 13812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86489824.000000 Penalty: 49268.160156
Iteration 12Q: 16 clusters Score -8.648982e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 136694 members 
Mstep: Class 4 contains 209688 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 23227 members 
Mstep: Class 7 contains 39918 members 
Mstep: Class 9 contains 20552 members 
Mstep: Class 10 contains 23742 members 
Mstep: Class 12 contains 2891 members 
Mstep: Class 13 contains 3834 members 
Mstep: Class 14 contains 9531 members 
Mstep: Class 15 contains 1753 members 
Mstep: Class 16 contains 58151 members 
Mstep: Class 18 contains 7885 members 
Mstep: Class 19 contains 13351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86494336.000000 Penalty: 49268.160156
Iteration 13Q: 16 clusters Score -8.649434e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 135918 members 
Mstep: Class 4 contains 208917 members 
Mstep: Class 5 contains 6149 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 39991 members 
Mstep: Class 9 contains 21302 members 
Mstep: Class 10 contains 24148 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 3832 members 
Mstep: Class 14 contains 9679 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 58364 members 
Mstep: Class 18 contains 7818 members 
Mstep: Class 19 contains 13015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86497336.000000 Penalty: 49268.160156
Iteration 14Q: 16 clusters Score -8.649734e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 7520 members 
Mstep: Class 3 contains 135112 members 
Mstep: Class 4 contains 208525 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 23051 members 
Mstep: Class 7 contains 40037 members 
Mstep: Class 9 contains 21905 members 
Mstep: Class 10 contains 24509 members 
Mstep: Class 12 contains 2879 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 9856 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 58461 members 
Mstep: Class 18 contains 7765 members 
Mstep: Class 19 contains 12731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86499632.000000 Penalty: 49268.160156
Iteration 15Q: 16 clusters Score -8.649963e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 7662 members 
Mstep: Class 3 contains 134528 members 
Mstep: Class 4 contains 208122 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 22929 members 
Mstep: Class 7 contains 40046 members 
Mstep: Class 9 contains 22380 members 
Mstep: Class 10 contains 24803 members 
Mstep: Class 12 contains 2888 members 
Mstep: Class 13 contains 3837 members 
Mstep: Class 14 contains 10107 members 
Mstep: Class 15 contains 1815 members 
Mstep: Class 16 contains 58513 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 12498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86501872.000000 Penalty: 49268.160156
Iteration 16Q: 16 clusters Score -8.650187e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 7770 members 
Mstep: Class 3 contains 134041 members 
Mstep: Class 4 contains 207827 members 
Mstep: Class 5 contains 6526 members 
Mstep: Class 6 contains 22805 members 
Mstep: Class 7 contains 40049 members 
Mstep: Class 9 contains 22794 members 
Mstep: Class 10 contains 25060 members 
Mstep: Class 12 contains 2903 members 
Mstep: Class 13 contains 3840 members 
Mstep: Class 14 contains 10361 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 58497 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 12275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86503576.000000 Penalty: 49268.160156
Iteration 17Q: 16 clusters Score -8.650358e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 7872 members 
Mstep: Class 3 contains 133522 members 
Mstep: Class 4 contains 207701 members 
Mstep: Class 5 contains 6593 members 
Mstep: Class 6 contains 22719 members 
Mstep: Class 7 contains 40031 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 25278 members 
Mstep: Class 12 contains 2917 members 
Mstep: Class 13 contains 3842 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 58444 members 
Mstep: Class 18 contains 7698 members 
Mstep: Class 19 contains 12005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86505120.000000 Penalty: 49268.160156
Iteration 18Q: 16 clusters Score -8.650512e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 133022 members 
Mstep: Class 4 contains 207681 members 
Mstep: Class 5 contains 6662 members 
Mstep: Class 6 contains 22619 members 
Mstep: Class 7 contains 40038 members 
Mstep: Class 9 contains 23522 members 
Mstep: Class 10 contains 25472 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 3845 members 
Mstep: Class 14 contains 10979 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 58311 members 
Mstep: Class 18 contains 7696 members 
Mstep: Class 19 contains 11725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86506392.000000 Penalty: 49268.160156
Iteration 19Q: 16 clusters Score -8.650639e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 456 members 
Mstep: Class 2 contains 8012 members 
Mstep: Class 3 contains 132646 members 
Mstep: Class 4 contains 207621 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 22530 members 
Mstep: Class 7 contains 40037 members 
Mstep: Class 9 contains 23828 members 
Mstep: Class 10 contains 25589 members 
Mstep: Class 12 contains 2955 members 
Mstep: Class 13 contains 3850 members 
Mstep: Class 14 contains 11354 members 
Mstep: Class 15 contains 1846 members 
Mstep: Class 16 contains 58151 members 
Mstep: Class 18 contains 7699 members 
Mstep: Class 19 contains 11446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86508704.000000 Penalty: 49268.160156
Iteration 20F: 16 clusters Score -8.65087e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 448 members 
Mstep: Class 2 contains 8054 members 
Mstep: Class 3 contains 132260 members 
Mstep: Class 4 contains 207631 members 
Mstep: Class 5 contains 6835 members 
Mstep: Class 6 contains 22482 members 
Mstep: Class 7 contains 39888 members 
Mstep: Class 9 contains 24102 members 
Mstep: Class 10 contains 25672 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 3846 members 
Mstep: Class 14 contains 11766 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 57942 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 11205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86511152.000000 Penalty: 49268.160156
Iteration 21Q: 16 clusters Score -8.651115e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8072 members 
Mstep: Class 3 contains 131982 members 
Mstep: Class 4 contains 207628 members 
Mstep: Class 5 contains 6964 members 
Mstep: Class 6 contains 22441 members 
Mstep: Class 7 contains 39720 members 
Mstep: Class 9 contains 24346 members 
Mstep: Class 10 contains 25768 members 
Mstep: Class 12 contains 3276 members 
Mstep: Class 13 contains 3847 members 
Mstep: Class 14 contains 12245 members 
Mstep: Class 15 contains 1774 members 
Mstep: Class 16 contains 57746 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 10754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86513504.000000 Penalty: 49268.160156
Iteration 22Q: 16 clusters Score -8.65135e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 131745 members 
Mstep: Class 4 contains 207626 members 
Mstep: Class 5 contains 7102 members 
Mstep: Class 6 contains 22404 members 
Mstep: Class 7 contains 39571 members 
Mstep: Class 9 contains 24584 members 
Mstep: Class 10 contains 25833 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 3854 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 57539 members 
Mstep: Class 18 contains 7710 members 
Mstep: Class 19 contains 10238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86515464.000000 Penalty: 49268.160156
Iteration 23Q: 16 clusters Score -8.651546e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8178 members 
Mstep: Class 3 contains 131589 members 
Mstep: Class 4 contains 207490 members 
Mstep: Class 5 contains 7281 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 39469 members 
Mstep: Class 9 contains 24793 members 
Mstep: Class 10 contains 25850 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 3853 members 
Mstep: Class 14 contains 13370 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 57351 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 9788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86517488.000000 Penalty: 49268.160156
Iteration 24Q: 16 clusters Score -8.651749e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8215 members 
Mstep: Class 3 contains 131448 members 
Mstep: Class 4 contains 207299 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 22392 members 
Mstep: Class 7 contains 39417 members 
Mstep: Class 9 contains 24972 members 
Mstep: Class 10 contains 25866 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 14 contains 13918 members 
Mstep: Class 15 contains 1725 members 
Mstep: Class 16 contains 57113 members 
Mstep: Class 18 contains 7643 members 
Mstep: Class 19 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86520184.000000 Penalty: 49268.160156
Iteration 25Q: 16 clusters Score -8.652018e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8241 members 
Mstep: Class 3 contains 131277 members 
Mstep: Class 4 contains 207055 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 22410 members 
Mstep: Class 7 contains 39377 members 
Mstep: Class 9 contains 25119 members 
Mstep: Class 10 contains 25869 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 14379 members 
Mstep: Class 15 contains 1710 members 
Mstep: Class 16 contains 56853 members 
Mstep: Class 18 contains 7602 members 
Mstep: Class 19 contains 9197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86523232.000000 Penalty: 49268.160156
Iteration 26Q: 16 clusters Score -8.652323e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 131032 members 
Mstep: Class 4 contains 206791 members 
Mstep: Class 5 contains 8033 members 
Mstep: Class 6 contains 22433 members 
Mstep: Class 7 contains 39342 members 
Mstep: Class 9 contains 25243 members 
Mstep: Class 10 contains 25875 members 
Mstep: Class 12 contains 3599 members 
Mstep: Class 13 contains 3858 members 
Mstep: Class 14 contains 14657 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 56522 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 9364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86526176.000000 Penalty: 49268.160156
Iteration 27Q: 16 clusters Score -8.652618e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8270 members 
Mstep: Class 3 contains 130769 members 
Mstep: Class 4 contains 206645 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 22468 members 
Mstep: Class 7 contains 39326 members 
Mstep: Class 9 contains 25341 members 
Mstep: Class 10 contains 25868 members 
Mstep: Class 12 contains 3608 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 14779 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 56077 members 
Mstep: Class 18 contains 7572 members 
Mstep: Class 19 contains 9757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86528368.000000 Penalty: 49268.160156
Iteration 28Q: 16 clusters Score -8.652837e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 130510 members 
Mstep: Class 4 contains 206708 members 
Mstep: Class 5 contains 8445 members 
Mstep: Class 6 contains 22503 members 
Mstep: Class 7 contains 39291 members 
Mstep: Class 9 contains 25452 members 
Mstep: Class 10 contains 25836 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 14739 members 
Mstep: Class 15 contains 1701 members 
Mstep: Class 16 contains 55570 members 
Mstep: Class 18 contains 7559 members 
Mstep: Class 19 contains 10222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86529592.000000 Penalty: 49268.160156
Iteration 29Q: 16 clusters Score -8.652959e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8302 members 
Mstep: Class 3 contains 130332 members 
Mstep: Class 4 contains 206663 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 22543 members 
Mstep: Class 7 contains 39268 members 
Mstep: Class 9 contains 25570 members 
Mstep: Class 10 contains 25779 members 
Mstep: Class 12 contains 3623 members 
Mstep: Class 13 contains 3860 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 16 contains 55044 members 
Mstep: Class 18 contains 7555 members 
Mstep: Class 19 contains 10803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86530848.000000 Penalty: 49268.160156
Iteration 30Q: 16 clusters Score -8.653085e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 130145 members 
Mstep: Class 4 contains 206651 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 22574 members 
Mstep: Class 7 contains 39246 members 
Mstep: Class 9 contains 25686 members 
Mstep: Class 10 contains 25736 members 
Mstep: Class 12 contains 3621 members 
Mstep: Class 13 contains 3862 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 54495 members 
Mstep: Class 18 contains 7547 members 
Mstep: Class 19 contains 11426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86531648.000000 Penalty: 49268.160156
Iteration 31Q: 16 clusters Score -8.653165e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8343 members 
Mstep: Class 3 contains 129965 members 
Mstep: Class 4 contains 206719 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 22591 members 
Mstep: Class 7 contains 39236 members 
Mstep: Class 9 contains 25817 members 
Mstep: Class 10 contains 25706 members 
Mstep: Class 12 contains 3622 members 
Mstep: Class 13 contains 3866 members 
Mstep: Class 14 contains 14530 members 
Mstep: Class 15 contains 1693 members 
Mstep: Class 16 contains 53903 members 
Mstep: Class 18 contains 7540 members 
Mstep: Class 19 contains 11994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86532232.000000 Penalty: 49268.160156
Iteration 32Q: 16 clusters Score -8.653223e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 129844 members 
Mstep: Class 4 contains 206760 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 22588 members 
Mstep: Class 7 contains 39229 members 
Mstep: Class 9 contains 25955 members 
Mstep: Class 10 contains 25652 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 3868 members 
Mstep: Class 14 contains 14470 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 53333 members 
Mstep: Class 18 contains 7536 members 
Mstep: Class 19 contains 12550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86532960.000000 Penalty: 49268.160156
Iteration 33Q: 16 clusters Score -8.653296e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8370 members 
Mstep: Class 3 contains 129710 members 
Mstep: Class 4 contains 206801 members 
Mstep: Class 5 contains 8912 members 
Mstep: Class 6 contains 22596 members 
Mstep: Class 7 contains 39227 members 
Mstep: Class 9 contains 26093 members 
Mstep: Class 10 contains 25624 members 
Mstep: Class 12 contains 3607 members 
Mstep: Class 13 contains 3870 members 
Mstep: Class 14 contains 14413 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 52779 members 
Mstep: Class 18 contains 7532 members 
Mstep: Class 19 contains 13078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86533504.000000 Penalty: 49268.160156
Iteration 34Q: 16 clusters Score -8.65335e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 2 contains 8377 members 
Mstep: Class 3 contains 129583 members 
Mstep: Class 4 contains 206940 members 
Mstep: Class 5 contains 8954 members 
Mstep: Class 6 contains 22599 members 
Mstep: Class 7 contains 39225 members 
Mstep: Class 9 contains 26192 members 
Mstep: Class 10 contains 25576 members 
Mstep: Class 12 contains 3603 members 
Mstep: Class 13 contains 3870 members 
Mstep: Class 14 contains 14373 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 52224 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 13563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86534144.000000 Penalty: 49268.160156
Iteration 35Q: 16 clusters Score -8.653414e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 129436 members 
Mstep: Class 4 contains 207138 members 
Mstep: Class 5 contains 8992 members 
Mstep: Class 6 contains 22606 members 
Mstep: Class 7 contains 39209 members 
Mstep: Class 9 contains 26288 members 
Mstep: Class 10 contains 25518 members 
Mstep: Class 12 contains 3591 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 14350 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 51664 members 
Mstep: Class 18 contains 7533 members 
Mstep: Class 19 contains 14017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86534424.000000 Penalty: 49268.160156
Iteration 36Q: 16 clusters Score -8.653442e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8410 members 
Mstep: Class 3 contains 129291 members 
Mstep: Class 4 contains 207279 members 
Mstep: Class 5 contains 9026 members 
Mstep: Class 6 contains 22610 members 
Mstep: Class 7 contains 39194 members 
Mstep: Class 9 contains 26411 members 
Mstep: Class 10 contains 25495 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 14320 members 
Mstep: Class 15 contains 1689 members 
Mstep: Class 16 contains 51125 members 
Mstep: Class 18 contains 7530 members 
Mstep: Class 19 contains 14476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86534704.000000 Penalty: 49268.160156
Iteration 37Q: 16 clusters Score -8.65347e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 8419 members 
Mstep: Class 3 contains 129204 members 
Mstep: Class 4 contains 207339 members 
Mstep: Class 5 contains 9054 members 
Mstep: Class 6 contains 22614 members 
Mstep: Class 7 contains 39186 members 
Mstep: Class 9 contains 26521 members 
Mstep: Class 10 contains 25453 members 
Mstep: Class 12 contains 3556 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 14299 members 
Mstep: Class 15 contains 1690 members 
Mstep: Class 16 contains 50639 members 
Mstep: Class 18 contains 7528 members 
Mstep: Class 19 contains 14925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86535248.000000 Penalty: 49268.160156
Iteration 38Q: 16 clusters Score -8.653525e+07 nChanged 1939
Entering ConstructFrom: 
Score: -86535248.000000 Penalty: 49268.160156
Entering ConstructFrom: 
Trying to split cluster 2 (8426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Entering Unmasked Estep 
Score: -1188825.875000 Penalty: 2241.691406
	Iteration 0F: 2 clusters Score -1188826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1182441.875000 Penalty: 4483.382812
	Iteration 0F: 3 clusters Score -1182442 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1187125.625000 Penalty: 4483.382812
	Iteration 1F: 3 clusters Score -1187126 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1192997.000000 Penalty: 4483.382812
	Iteration 2F: 3 clusters Score -1192997 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1198992.500000 Penalty: 4483.382812
	Iteration 3F: 3 clusters Score -1198992 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1199987.750000 Penalty: 4483.382812
	Iteration 4F: 3 clusters Score -1199988 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1200154.125000 Penalty: 4483.382812
	Iteration 5Q: 3 clusters Score -1200154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1200216.125000 Penalty: 4483.382812
	Iteration 6Q: 3 clusters Score -1200216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1200256.750000 Penalty: 4483.382812
	Iteration 7Q: 3 clusters Score -1200257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1200283.750000 Penalty: 4483.382812
	Iteration 8Q: 3 clusters Score -1200284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1200305.000000 Penalty: 4483.382812
	Iteration 9Q: 3 clusters Score -1200305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1200312.250000 Penalty: 4483.382812
	Iteration 10Q: 3 clusters Score -1200312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1200316.625000 Penalty: 4483.382812
	Iteration 11Q: 3 clusters Score -1200317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1200319.750000 Penalty: 4483.382812
	Iteration 12Q: 3 clusters Score -1200320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1200324.625000 Penalty: 4483.382812
	Iteration 13Q: 3 clusters Score -1200325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1200328.375000 Penalty: 4483.382812
	Iteration 14Q: 3 clusters Score -1200328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1200333.500000 Penalty: 4483.382812
	Iteration 15Q: 3 clusters Score -1200334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1200335.875000 Penalty: 4483.382812
	Iteration 16Q: 3 clusters Score -1200336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1200335.750000 Penalty: 4483.382812
	Iteration 17Q: 3 clusters Score -1200336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1200338.875000 Penalty: 4483.382812
	Iteration 18Q: 3 clusters Score -1200339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1200345.000000 Penalty: 4483.382812
	Iteration 19Q: 3 clusters Score -1200345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1200343.500000 Penalty: 4483.382812
	Iteration 20F: 3 clusters Score -1200344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1200350.625000 Penalty: 4483.382812
	Iteration 21Q: 3 clusters Score -1200351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1200352.500000 Penalty: 4483.382812
	Iteration 22Q: 3 clusters Score -1200352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1200361.875000 Penalty: 4483.382812
	Iteration 23Q: 3 clusters Score -1200362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1200368.875000 Penalty: 4483.382812
	Iteration 24Q: 3 clusters Score -1200369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1200371.875000 Penalty: 4483.382812
	Iteration 25Q: 3 clusters Score -1200372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1200373.250000 Penalty: 4483.382812
	Iteration 26Q: 3 clusters Score -1200373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1200372.375000 Penalty: 4483.382812
	Iteration 27Q: 3 clusters Score -1200372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1200374.875000 Penalty: 4483.382812
	Iteration 28Q: 3 clusters Score -1200375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1200374.875000 Penalty: 4483.382812
	Iteration 29F: 3 clusters Score -1200375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 129129 members 
Mstep: Class 4 contains 207369 members 
Mstep: Class 5 contains 9067 members 
Mstep: Class 6 contains 22616 members 
Mstep: Class 7 contains 39174 members 
Mstep: Class 9 contains 26622 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Entering Unmasked Estep 
Score: -86544320.000000 Penalty: 52552.703125
Splitting cluster 2 changes total score from -86535248.000000 to -86544320.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (129129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129129 members 
Entering Unmasked Estep 
Score: -20299340.000000 Penalty: 2918.604736
	Iteration 0F: 2 clusters Score -2.029934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -20234794.000000 Penalty: 5837.209473
	Iteration 0F: 3 clusters Score -2.023479e+07 nChanged 61578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 62662 members 
Entering Unmasked Estep 
Score: -20270606.000000 Penalty: 5837.209473
	Iteration 1F: 3 clusters Score -2.027061e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67802 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -20272184.000000 Penalty: 5837.209473
	Iteration 2Q: 3 clusters Score -2.027218e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -20274666.000000 Penalty: 5837.209473
	Iteration 3Q: 3 clusters Score -2.027467e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -20278694.000000 Penalty: 5837.209473
	Iteration 4F: 3 clusters Score -2.027869e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -20284730.000000 Penalty: 5837.209473
	Iteration 5F: 3 clusters Score -2.028473e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -20292776.000000 Penalty: 5837.209473
	Iteration 6F: 3 clusters Score -2.029278e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -20300886.000000 Penalty: 5837.209473
	Iteration 7F: 3 clusters Score -2.030089e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -20306520.000000 Penalty: 5837.209473
	Iteration 8F: 3 clusters Score -2.030652e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -20309102.000000 Penalty: 5837.209473
	Iteration 9Q: 3 clusters Score -2.03091e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -20309660.000000 Penalty: 5837.209473
	Iteration 10Q: 3 clusters Score -2.030966e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110322 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -20309286.000000 Penalty: 5837.209473
	Iteration 11Q: 3 clusters Score -2.030929e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113304 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -20308260.000000 Penalty: 5837.209473
	Iteration 12Q: 3 clusters Score -2.030826e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -20307562.000000 Penalty: 5837.209473
	Iteration 13Q: 3 clusters Score -2.030756e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -20306722.000000 Penalty: 5837.209473
	Iteration 14Q: 3 clusters Score -2.030672e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -20306206.000000 Penalty: 5837.209473
	Iteration 15Q: 3 clusters Score -2.030621e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -20306012.000000 Penalty: 5837.209473
	Iteration 16Q: 3 clusters Score -2.030601e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -20305842.000000 Penalty: 5837.209473
	Iteration 17Q: 3 clusters Score -2.030584e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -20305786.000000 Penalty: 5837.209473
	Iteration 18Q: 3 clusters Score -2.030579e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123033 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -20305914.000000 Penalty: 5837.209473
	Iteration 19Q: 3 clusters Score -2.030591e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123281 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -20306398.000000 Penalty: 5837.209473
	Iteration 20F: 3 clusters Score -2.03064e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -20306608.000000 Penalty: 5837.209473
	Iteration 21Q: 3 clusters Score -2.030661e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123661 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -20306674.000000 Penalty: 5837.209473
	Iteration 22Q: 3 clusters Score -2.030667e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -20306668.000000 Penalty: 5837.209473
	Iteration 23Q: 3 clusters Score -2.030667e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123654 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -20306692.000000 Penalty: 5837.209473
	Iteration 24Q: 3 clusters Score -2.030669e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123627 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -20306704.000000 Penalty: 5837.209473
	Iteration 25Q: 3 clusters Score -2.03067e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123596 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -20306736.000000 Penalty: 5837.209473
	Iteration 26Q: 3 clusters Score -2.030674e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123557 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -20306762.000000 Penalty: 5837.209473
	Iteration 27Q: 3 clusters Score -2.030676e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123513 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -20306790.000000 Penalty: 5837.209473
	Iteration 28Q: 3 clusters Score -2.030679e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -20306780.000000 Penalty: 5837.209473
	Iteration 29Q: 3 clusters Score -2.030678e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123454 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -20306810.000000 Penalty: 5837.209473
	Iteration 30Q: 3 clusters Score -2.030681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123432 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -20306850.000000 Penalty: 5837.209473
	Iteration 31Q: 3 clusters Score -2.030685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123422 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -20306836.000000 Penalty: 5837.209473
	Iteration 32Q: 3 clusters Score -2.030684e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -20306834.000000 Penalty: 5837.209473
	Iteration 33Q: 3 clusters Score -2.030683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123405 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -20306832.000000 Penalty: 5837.209473
	Iteration 34Q: 3 clusters Score -2.030683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -20306844.000000 Penalty: 5837.209473
	Iteration 35Q: 3 clusters Score -2.030684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123399 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -20306842.000000 Penalty: 5837.209473
	Iteration 36Q: 3 clusters Score -2.030684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123395 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -20306846.000000 Penalty: 5837.209473
	Iteration 37Q: 3 clusters Score -2.030685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123388 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -20306846.000000 Penalty: 5837.209473
	Iteration 38Q: 3 clusters Score -2.030685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123385 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -20306848.000000 Penalty: 5837.209473
	Iteration 39Q: 3 clusters Score -2.030685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -20306838.000000 Penalty: 5837.209473
	Iteration 40F: 3 clusters Score -2.030684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -20306848.000000 Penalty: 5837.209473
	Iteration 41Q: 3 clusters Score -2.030685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123373 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -20306838.000000 Penalty: 5837.209473
	Iteration 42Q: 3 clusters Score -2.030684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123368 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -20306848.000000 Penalty: 5837.209473
	Iteration 43Q: 3 clusters Score -2.030685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123364 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -20306832.000000 Penalty: 5837.209473
	Iteration 44Q: 3 clusters Score -2.030683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123361 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -20306834.000000 Penalty: 5837.209473
	Iteration 45Q: 3 clusters Score -2.030683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123356 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -20306818.000000 Penalty: 5837.209473
	Iteration 46Q: 3 clusters Score -2.030682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -20306828.000000 Penalty: 5837.209473
	Iteration 47Q: 3 clusters Score -2.030683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123350 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -20306828.000000 Penalty: 5837.209473
	Iteration 48Q: 3 clusters Score -2.030683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123349 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -20306830.000000 Penalty: 5837.209473
	Iteration 49Q: 3 clusters Score -2.030683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123346 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -20306818.000000 Penalty: 5837.209473
	Iteration 50Q: 3 clusters Score -2.030682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123344 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -20306824.000000 Penalty: 5837.209473
	Iteration 51Q: 3 clusters Score -2.030682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -20306830.000000 Penalty: 5837.209473
	Iteration 52Q: 3 clusters Score -2.030683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -20306834.000000 Penalty: 5837.209473
	Iteration 53Q: 3 clusters Score -2.030683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -20306828.000000 Penalty: 5837.209473
	Iteration 54Q: 3 clusters Score -2.030683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -20306828.000000 Penalty: 5837.209473
	Iteration 55Q: 3 clusters Score -2.030683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -20306828.000000 Penalty: 5837.209473
	Iteration 56F: 3 clusters Score -2.030683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 207369 members 
Mstep: Class 5 contains 9067 members 
Mstep: Class 6 contains 22616 members 
Mstep: Class 7 contains 39174 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 26622 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Entering Unmasked Estep 
Score: -86551080.000000 Penalty: 55837.250000
Splitting cluster 3 changes total score from -86535248.000000 to -86551080.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (207369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207369 members 
Entering Unmasked Estep 
Score: -32521258.000000 Penalty: 3036.079346
	Iteration 0F: 2 clusters Score -3.252126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103756 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -32459184.000000 Penalty: 6072.158691
	Iteration 0F: 3 clusters Score -3.245918e+07 nChanged 99952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 102323 members 
Entering Unmasked Estep 
Score: -32517100.000000 Penalty: 6072.158691
	Iteration 1F: 3 clusters Score -3.25171e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -32518126.000000 Penalty: 6072.158691
	Iteration 2Q: 3 clusters Score -3.251813e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106985 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -32519918.000000 Penalty: 6072.158691
	Iteration 3Q: 3 clusters Score -3.251992e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -32522136.000000 Penalty: 6072.158691
	Iteration 4Q: 3 clusters Score -3.252214e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110599 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -32525590.000000 Penalty: 6072.158691
	Iteration 5Q: 3 clusters Score -3.252559e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113032 members 
Mstep: Class 2 contains 94337 members 
Entering Unmasked Estep 
Score: -32530268.000000 Penalty: 6072.158691
	Iteration 6Q: 3 clusters Score -3.253027e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -32537304.000000 Penalty: 6072.158691
	Iteration 7F: 3 clusters Score -3.25373e+07 nChanged 13473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -32547612.000000 Penalty: 6072.158691
	Iteration 8F: 3 clusters Score -3.254761e+07 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119830 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -32557324.000000 Penalty: 6072.158691
	Iteration 9F: 3 clusters Score -3.255732e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120208 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -32561968.000000 Penalty: 6072.158691
	Iteration 10F: 3 clusters Score -3.256197e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119995 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -32563498.000000 Penalty: 6072.158691
	Iteration 11Q: 3 clusters Score -3.25635e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119528 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -32564022.000000 Penalty: 6072.158691
	Iteration 12Q: 3 clusters Score -3.256402e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -32564536.000000 Penalty: 6072.158691
	Iteration 13Q: 3 clusters Score -3.256454e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118088 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -32565082.000000 Penalty: 6072.158691
	Iteration 14Q: 3 clusters Score -3.256508e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117232 members 
Mstep: Class 2 contains 90137 members 
Entering Unmasked Estep 
Score: -32565614.000000 Penalty: 6072.158691
	Iteration 15Q: 3 clusters Score -3.256561e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116301 members 
Mstep: Class 2 contains 91068 members 
Entering Unmasked Estep 
Score: -32566004.000000 Penalty: 6072.158691
	Iteration 16Q: 3 clusters Score -3.2566e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115283 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -32566776.000000 Penalty: 6072.158691
	Iteration 17Q: 3 clusters Score -3.256678e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 93087 members 
Entering Unmasked Estep 
Score: -32567340.000000 Penalty: 6072.158691
	Iteration 18Q: 3 clusters Score -3.256734e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113296 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -32567798.000000 Penalty: 6072.158691
	Iteration 19Q: 3 clusters Score -3.25678e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112456 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -32568412.000000 Penalty: 6072.158691
	Iteration 20F: 3 clusters Score -3.256841e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111625 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -32568788.000000 Penalty: 6072.158691
	Iteration 21Q: 3 clusters Score -3.256879e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110906 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -32569292.000000 Penalty: 6072.158691
	Iteration 22Q: 3 clusters Score -3.256929e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -32569680.000000 Penalty: 6072.158691
	Iteration 23Q: 3 clusters Score -3.256968e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109828 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -32570246.000000 Penalty: 6072.158691
	Iteration 24Q: 3 clusters Score -3.257025e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109509 members 
Mstep: Class 2 contains 97860 members 
Entering Unmasked Estep 
Score: -32570542.000000 Penalty: 6072.158691
	Iteration 25Q: 3 clusters Score -3.257054e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109249 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -32570928.000000 Penalty: 6072.158691
	Iteration 26Q: 3 clusters Score -3.257093e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109059 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -32571370.000000 Penalty: 6072.158691
	Iteration 27Q: 3 clusters Score -3.257137e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -32571662.000000 Penalty: 6072.158691
	Iteration 28Q: 3 clusters Score -3.257166e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108759 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -32571970.000000 Penalty: 6072.158691
	Iteration 29Q: 3 clusters Score -3.257197e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 98751 members 
Entering Unmasked Estep 
Score: -32572344.000000 Penalty: 6072.158691
	Iteration 30Q: 3 clusters Score -3.257234e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108595 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -32572702.000000 Penalty: 6072.158691
	Iteration 31Q: 3 clusters Score -3.25727e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108554 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -32572830.000000 Penalty: 6072.158691
	Iteration 32Q: 3 clusters Score -3.257283e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 98839 members 
Entering Unmasked Estep 
Score: -32573224.000000 Penalty: 6072.158691
	Iteration 33Q: 3 clusters Score -3.257322e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
Score: -32573340.000000 Penalty: 6072.158691
	Iteration 34Q: 3 clusters Score -3.257334e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -32573342.000000 Penalty: 6072.158691
	Iteration 35Q: 3 clusters Score -3.257334e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -32573528.000000 Penalty: 6072.158691
	Iteration 36Q: 3 clusters Score -3.257353e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -32573602.000000 Penalty: 6072.158691
	Iteration 37Q: 3 clusters Score -3.25736e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -32573598.000000 Penalty: 6072.158691
	Iteration 38Q: 3 clusters Score -3.25736e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 99033 members 
Entering Unmasked Estep 
Score: -32573682.000000 Penalty: 6072.158691
	Iteration 39Q: 3 clusters Score -3.257368e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 99091 members 
Entering Unmasked Estep 
Score: -32573836.000000 Penalty: 6072.158691
	Iteration 40F: 3 clusters Score -3.257384e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -32573940.000000 Penalty: 6072.158691
	Iteration 41Q: 3 clusters Score -3.257394e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108197 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -32574038.000000 Penalty: 6072.158691
	Iteration 42Q: 3 clusters Score -3.257404e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 99154 members 
Entering Unmasked Estep 
Score: -32574090.000000 Penalty: 6072.158691
	Iteration 43Q: 3 clusters Score -3.257409e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -32574102.000000 Penalty: 6072.158691
	Iteration 44Q: 3 clusters Score -3.25741e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108300 members 
Mstep: Class 2 contains 99069 members 
Entering Unmasked Estep 
Score: -32574110.000000 Penalty: 6072.158691
	Iteration 45Q: 3 clusters Score -3.257411e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108317 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -32574178.000000 Penalty: 6072.158691
	Iteration 46Q: 3 clusters Score -3.257418e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 99025 members 
Entering Unmasked Estep 
Score: -32574198.000000 Penalty: 6072.158691
	Iteration 47Q: 3 clusters Score -3.25742e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -32574264.000000 Penalty: 6072.158691
	Iteration 48Q: 3 clusters Score -3.257426e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108377 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -32574272.000000 Penalty: 6072.158691
	Iteration 49Q: 3 clusters Score -3.257427e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -32574266.000000 Penalty: 6072.158691
	Iteration 50Q: 3 clusters Score -3.257427e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108395 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -32574276.000000 Penalty: 6072.158691
	Iteration 51Q: 3 clusters Score -3.257428e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 98971 members 
Entering Unmasked Estep 
Score: -32574284.000000 Penalty: 6072.158691
	Iteration 52Q: 3 clusters Score -3.257428e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108399 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -32574272.000000 Penalty: 6072.158691
	Iteration 53Q: 3 clusters Score -3.257427e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108405 members 
Mstep: Class 2 contains 98964 members 
Entering Unmasked Estep 
Score: -32574280.000000 Penalty: 6072.158691
	Iteration 54Q: 3 clusters Score -3.257428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -32574296.000000 Penalty: 6072.158691
	Iteration 55Q: 3 clusters Score -3.25743e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108409 members 
Mstep: Class 2 contains 98960 members 
Entering Unmasked Estep 
Score: -32574262.000000 Penalty: 6072.158691
	Iteration 56Q: 3 clusters Score -3.257426e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -32574272.000000 Penalty: 6072.158691
	Iteration 57Q: 3 clusters Score -3.257427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108418 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -32574282.000000 Penalty: 6072.158691
	Iteration 58Q: 3 clusters Score -3.257428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 98945 members 
Entering Unmasked Estep 
Score: -32574312.000000 Penalty: 6072.158691
	Iteration 59Q: 3 clusters Score -3.257431e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -32574302.000000 Penalty: 6072.158691
	Iteration 60F: 3 clusters Score -3.25743e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -32574306.000000 Penalty: 6072.158691
	Iteration 61Q: 3 clusters Score -3.257431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108452 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -32574282.000000 Penalty: 6072.158691
	Iteration 62Q: 3 clusters Score -3.257428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108452 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -32574318.000000 Penalty: 6072.158691
	Iteration 63Q: 3 clusters Score -3.257432e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 98911 members 
Entering Unmasked Estep 
Score: -32574308.000000 Penalty: 6072.158691
	Iteration 64Q: 3 clusters Score -3.257431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108453 members 
Mstep: Class 2 contains 98916 members 
Entering Unmasked Estep 
Score: -32574330.000000 Penalty: 6072.158691
	Iteration 65Q: 3 clusters Score -3.257433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 98920 members 
Entering Unmasked Estep 
Score: -32574324.000000 Penalty: 6072.158691
	Iteration 66Q: 3 clusters Score -3.257432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -32574328.000000 Penalty: 6072.158691
	Iteration 67Q: 3 clusters Score -3.257433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108443 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -32574318.000000 Penalty: 6072.158691
	Iteration 68Q: 3 clusters Score -3.257432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -32574318.000000 Penalty: 6072.158691
	Iteration 69Q: 3 clusters Score -3.257432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 98925 members 
Entering Unmasked Estep 
Score: -32574318.000000 Penalty: 6072.158691
	Iteration 70F: 3 clusters Score -3.257432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 9067 members 
Mstep: Class 6 contains 22616 members 
Mstep: Class 7 contains 39174 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 26622 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Entering Unmasked Estep 
Score: -86603096.000000 Penalty: 59121.792969
Splitting cluster 4 changes total score from -86535248.000000 to -86603096.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (9067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Entering Unmasked Estep 
Score: -1325300.750000 Penalty: 2259.874512
	Iteration 0F: 2 clusters Score -1325301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1318238.000000 Penalty: 4519.749023
	Iteration 0F: 3 clusters Score -1318238 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1321058.375000 Penalty: 4519.749023
	Iteration 1F: 3 clusters Score -1321058 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1322178.875000 Penalty: 4519.749023
	Iteration 2F: 3 clusters Score -1322179 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1323266.750000 Penalty: 4519.749023
	Iteration 3F: 3 clusters Score -1323267 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1324243.500000 Penalty: 4519.749023
	Iteration 4F: 3 clusters Score -1324244 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1324873.750000 Penalty: 4519.749023
	Iteration 5F: 3 clusters Score -1324874 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1325267.875000 Penalty: 4519.749023
	Iteration 6F: 3 clusters Score -1325268 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1325506.250000 Penalty: 4519.749023
	Iteration 7Q: 3 clusters Score -1325506 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1325633.000000 Penalty: 4519.749023
	Iteration 8Q: 3 clusters Score -1325633 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1325731.500000 Penalty: 4519.749023
	Iteration 9Q: 3 clusters Score -1325732 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1325778.000000 Penalty: 4519.749023
	Iteration 10Q: 3 clusters Score -1325778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1325814.750000 Penalty: 4519.749023
	Iteration 11Q: 3 clusters Score -1325815 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1325836.375000 Penalty: 4519.749023
	Iteration 12Q: 3 clusters Score -1325836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1325854.750000 Penalty: 4519.749023
	Iteration 13Q: 3 clusters Score -1325855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1325869.375000 Penalty: 4519.749023
	Iteration 14Q: 3 clusters Score -1325869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1325875.375000 Penalty: 4519.749023
	Iteration 15Q: 3 clusters Score -1325875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1325881.250000 Penalty: 4519.749023
	Iteration 16Q: 3 clusters Score -1325881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1325892.125000 Penalty: 4519.749023
	Iteration 17Q: 3 clusters Score -1325892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1325901.875000 Penalty: 4519.749023
	Iteration 18Q: 3 clusters Score -1325902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1325910.625000 Penalty: 4519.749023
	Iteration 19Q: 3 clusters Score -1325911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1325923.250000 Penalty: 4519.749023
	Iteration 20F: 3 clusters Score -1325923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1325926.750000 Penalty: 4519.749023
	Iteration 21Q: 3 clusters Score -1325927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1325939.875000 Penalty: 4519.749023
	Iteration 22Q: 3 clusters Score -1325940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1325947.250000 Penalty: 4519.749023
	Iteration 23Q: 3 clusters Score -1325947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1325956.750000 Penalty: 4519.749023
	Iteration 24Q: 3 clusters Score -1325957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1325966.000000 Penalty: 4519.749023
	Iteration 25Q: 3 clusters Score -1325966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1325969.875000 Penalty: 4519.749023
	Iteration 26Q: 3 clusters Score -1325970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1325977.000000 Penalty: 4519.749023
	Iteration 27Q: 3 clusters Score -1325977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1325980.625000 Penalty: 4519.749023
	Iteration 28Q: 3 clusters Score -1325981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1325989.000000 Penalty: 4519.749023
	Iteration 29Q: 3 clusters Score -1325989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1325991.875000 Penalty: 4519.749023
	Iteration 30Q: 3 clusters Score -1325992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1325993.125000 Penalty: 4519.749023
	Iteration 31Q: 3 clusters Score -1325993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1325997.625000 Penalty: 4519.749023
	Iteration 32Q: 3 clusters Score -1325998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1326002.500000 Penalty: 4519.749023
	Iteration 33Q: 3 clusters Score -1326002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1326004.375000 Penalty: 4519.749023
	Iteration 34Q: 3 clusters Score -1326004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1326004.625000 Penalty: 4519.749023
	Iteration 35Q: 3 clusters Score -1326005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1326008.875000 Penalty: 4519.749023
	Iteration 36Q: 3 clusters Score -1326009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1326014.875000 Penalty: 4519.749023
	Iteration 37Q: 3 clusters Score -1326015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1326013.750000 Penalty: 4519.749023
	Iteration 38Q: 3 clusters Score -1326014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1326011.500000 Penalty: 4519.749023
	Iteration 39Q: 3 clusters Score -1326012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1326012.250000 Penalty: 4519.749023
	Iteration 40F: 3 clusters Score -1326012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1326012.375000 Penalty: 4519.749023
	Iteration 41Q: 3 clusters Score -1326012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1326011.125000 Penalty: 4519.749023
	Iteration 42Q: 3 clusters Score -1326011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1326014.375000 Penalty: 4519.749023
	Iteration 43Q: 3 clusters Score -1326014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1326014.375000 Penalty: 4519.749023
	Iteration 44Q: 3 clusters Score -1326014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1326014.125000 Penalty: 4519.749023
	Iteration 45Q: 3 clusters Score -1326014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1326013.750000 Penalty: 4519.749023
	Iteration 46Q: 3 clusters Score -1326014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1326013.750000 Penalty: 4519.749023
	Iteration 47F: 3 clusters Score -1326014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 22616 members 
Mstep: Class 7 contains 39174 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 26622 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Entering Unmasked Estep 
Score: -86602656.000000 Penalty: 62406.335938
Splitting cluster 5 changes total score from -86535248.000000 to -86602656.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (22616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Entering Unmasked Estep 
Score: -3519594.500000 Penalty: 2486.550293
	Iteration 0F: 2 clusters Score -3519594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3503937.250000 Penalty: 4973.100586
	Iteration 0F: 3 clusters Score -3503937 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3509662.750000 Penalty: 4973.100586
	Iteration 1F: 3 clusters Score -3509663 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3510765.250000 Penalty: 4973.100586
	Iteration 2F: 3 clusters Score -3510765 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3511782.500000 Penalty: 4973.100586
	Iteration 3F: 3 clusters Score -3511782 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3512539.000000 Penalty: 4973.100586
	Iteration 4F: 3 clusters Score -3512539 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3513240.500000 Penalty: 4973.100586
	Iteration 5F: 3 clusters Score -3513240 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3513999.500000 Penalty: 4973.100586
	Iteration 6F: 3 clusters Score -3514000 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3514706.500000 Penalty: 4973.100586
	Iteration 7F: 3 clusters Score -3514706 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3515325.000000 Penalty: 4973.100586
	Iteration 8Q: 3 clusters Score -3515325 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3515773.750000 Penalty: 4973.100586
	Iteration 9Q: 3 clusters Score -3515774 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3516077.750000 Penalty: 4973.100586
	Iteration 10Q: 3 clusters Score -3516078 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3516279.500000 Penalty: 4973.100586
	Iteration 11Q: 3 clusters Score -3516280 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3516464.750000 Penalty: 4973.100586
	Iteration 12Q: 3 clusters Score -3516465 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3516609.500000 Penalty: 4973.100586
	Iteration 13Q: 3 clusters Score -3516610 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3516789.750000 Penalty: 4973.100586
	Iteration 14Q: 3 clusters Score -3516790 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3516968.750000 Penalty: 4973.100586
	Iteration 15Q: 3 clusters Score -3516969 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3517188.500000 Penalty: 4973.100586
	Iteration 16Q: 3 clusters Score -3517188 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3517436.500000 Penalty: 4973.100586
	Iteration 17Q: 3 clusters Score -3517436 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3517709.250000 Penalty: 4973.100586
	Iteration 18Q: 3 clusters Score -3517709 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3518029.250000 Penalty: 4973.100586
	Iteration 19Q: 3 clusters Score -3518029 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3518391.500000 Penalty: 4973.100586
	Iteration 20F: 3 clusters Score -3518392 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3518745.000000 Penalty: 4973.100586
	Iteration 21Q: 3 clusters Score -3518745 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -3519075.500000 Penalty: 4973.100586
	Iteration 22Q: 3 clusters Score -3519076 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3519342.000000 Penalty: 4973.100586
	Iteration 23Q: 3 clusters Score -3519342 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3519595.750000 Penalty: 4973.100586
	Iteration 24Q: 3 clusters Score -3519596 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3519825.250000 Penalty: 4973.100586
	Iteration 25Q: 3 clusters Score -3519825 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3520065.500000 Penalty: 4973.100586
	Iteration 26Q: 3 clusters Score -3520066 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3520214.250000 Penalty: 4973.100586
	Iteration 27Q: 3 clusters Score -3520214 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3520326.750000 Penalty: 4973.100586
	Iteration 28Q: 3 clusters Score -3520327 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3520382.250000 Penalty: 4973.100586
	Iteration 29Q: 3 clusters Score -3520382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -3520428.750000 Penalty: 4973.100586
	Iteration 30Q: 3 clusters Score -3520429 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3520474.750000 Penalty: 4973.100586
	Iteration 31Q: 3 clusters Score -3520475 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3520516.500000 Penalty: 4973.100586
	Iteration 32Q: 3 clusters Score -3520516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3520558.500000 Penalty: 4973.100586
	Iteration 33Q: 3 clusters Score -3520558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3520575.750000 Penalty: 4973.100586
	Iteration 34Q: 3 clusters Score -3520576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3520595.500000 Penalty: 4973.100586
	Iteration 35Q: 3 clusters Score -3520596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3520617.500000 Penalty: 4973.100586
	Iteration 36Q: 3 clusters Score -3520618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3520630.500000 Penalty: 4973.100586
	Iteration 37Q: 3 clusters Score -3520630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3520651.250000 Penalty: 4973.100586
	Iteration 38Q: 3 clusters Score -3520651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -3520674.250000 Penalty: 4973.100586
	Iteration 39Q: 3 clusters Score -3520674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3520679.750000 Penalty: 4973.100586
	Iteration 40F: 3 clusters Score -3520680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3520687.750000 Penalty: 4973.100586
	Iteration 41Q: 3 clusters Score -3520688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3520690.750000 Penalty: 4973.100586
	Iteration 42Q: 3 clusters Score -3520691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3520694.000000 Penalty: 4973.100586
	Iteration 43Q: 3 clusters Score -3520694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3520694.250000 Penalty: 4973.100586
	Iteration 44Q: 3 clusters Score -3520694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3520701.000000 Penalty: 4973.100586
	Iteration 45Q: 3 clusters Score -3520701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3520710.250000 Penalty: 4973.100586
	Iteration 46Q: 3 clusters Score -3520710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3520710.000000 Penalty: 4973.100586
	Iteration 47Q: 3 clusters Score -3520710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -3520711.000000 Penalty: 4973.100586
	Iteration 48Q: 3 clusters Score -3520711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3520715.000000 Penalty: 4973.100586
	Iteration 49Q: 3 clusters Score -3520715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3520717.250000 Penalty: 4973.100586
	Iteration 50Q: 3 clusters Score -3520717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3520716.500000 Penalty: 4973.100586
	Iteration 51Q: 3 clusters Score -3520716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3520719.250000 Penalty: 4973.100586
	Iteration 52Q: 3 clusters Score -3520719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3520721.500000 Penalty: 4973.100586
	Iteration 53Q: 3 clusters Score -3520722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3520720.500000 Penalty: 4973.100586
	Iteration 54Q: 3 clusters Score -3520720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -3520717.750000 Penalty: 4973.100586
	Iteration 55Q: 3 clusters Score -3520718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3520714.500000 Penalty: 4973.100586
	Iteration 56Q: 3 clusters Score -3520714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -3520714.500000 Penalty: 4973.100586
	Iteration 57Q: 3 clusters Score -3520714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3520717.000000 Penalty: 4973.100586
	Iteration 58Q: 3 clusters Score -3520717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3520718.250000 Penalty: 4973.100586
	Iteration 59Q: 3 clusters Score -3520718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3520717.750000 Penalty: 4973.100586
	Iteration 60F: 3 clusters Score -3520718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -3520718.750000 Penalty: 4973.100586
	Iteration 61Q: 3 clusters Score -3520719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3520721.750000 Penalty: 4973.100586
	Iteration 62Q: 3 clusters Score -3520722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3520721.750000 Penalty: 4973.100586
	Iteration 63F: 3 clusters Score -3520722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 39174 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 26622 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 19550 members 
Entering Unmasked Estep 
Score: -86603080.000000 Penalty: 65690.882812
Splitting cluster 6 changes total score from -86535248.000000 to -86603080.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (39174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Entering Unmasked Estep 
Score: -6024086.500000 Penalty: 2622.790527
	Iteration 0F: 2 clusters Score -6024086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -5997717.000000 Penalty: 5245.581055
	Iteration 0F: 3 clusters Score -5997717 nChanged 17838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -6008113.000000 Penalty: 5245.581055
	Iteration 1F: 3 clusters Score -6008113 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -6009185.500000 Penalty: 5245.581055
	Iteration 2F: 3 clusters Score -6009186 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -6010080.500000 Penalty: 5245.581055
	Iteration 3F: 3 clusters Score -6010080 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -6011023.000000 Penalty: 5245.581055
	Iteration 4F: 3 clusters Score -6011023 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -6012306.000000 Penalty: 5245.581055
	Iteration 5F: 3 clusters Score -6012306 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -6014380.500000 Penalty: 5245.581055
	Iteration 6F: 3 clusters Score -6014380 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6017570.000000 Penalty: 5245.581055
	Iteration 7F: 3 clusters Score -6017570 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -6021297.500000 Penalty: 5245.581055
	Iteration 8F: 3 clusters Score -6021298 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -6024173.000000 Penalty: 5245.581055
	Iteration 9F: 3 clusters Score -6024173 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -6025371.000000 Penalty: 5245.581055
	Iteration 10Q: 3 clusters Score -6025371 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -6025769.000000 Penalty: 5245.581055
	Iteration 11Q: 3 clusters Score -6025769 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -6025893.500000 Penalty: 5245.581055
	Iteration 12Q: 3 clusters Score -6025894 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -6025912.000000 Penalty: 5245.581055
	Iteration 13Q: 3 clusters Score -6025912 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -6025951.500000 Penalty: 5245.581055
	Iteration 14Q: 3 clusters Score -6025952 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -6025963.000000 Penalty: 5245.581055
	Iteration 15Q: 3 clusters Score -6025963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -6025978.500000 Penalty: 5245.581055
	Iteration 16Q: 3 clusters Score -6025978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -6025977.000000 Penalty: 5245.581055
	Iteration 17Q: 3 clusters Score -6025977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -6025959.000000 Penalty: 5245.581055
	Iteration 18Q: 3 clusters Score -6025959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -6025959.500000 Penalty: 5245.581055
	Iteration 19Q: 3 clusters Score -6025960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -6025961.500000 Penalty: 5245.581055
	Iteration 20F: 3 clusters Score -6025962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -6025957.500000 Penalty: 5245.581055
	Iteration 21Q: 3 clusters Score -6025958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -6025960.500000 Penalty: 5245.581055
	Iteration 22Q: 3 clusters Score -6025960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -6025953.500000 Penalty: 5245.581055
	Iteration 23Q: 3 clusters Score -6025954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6025954.500000 Penalty: 5245.581055
	Iteration 24Q: 3 clusters Score -6025954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -6025952.000000 Penalty: 5245.581055
	Iteration 25Q: 3 clusters Score -6025952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -6025947.000000 Penalty: 5245.581055
	Iteration 26Q: 3 clusters Score -6025947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -6025945.000000 Penalty: 5245.581055
	Iteration 27Q: 3 clusters Score -6025945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -6025945.500000 Penalty: 5245.581055
	Iteration 28Q: 3 clusters Score -6025946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -6025948.500000 Penalty: 5245.581055
	Iteration 29Q: 3 clusters Score -6025948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -6025948.500000 Penalty: 5245.581055
	Iteration 30F: 3 clusters Score -6025948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 26622 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 33126 members 
Entering Unmasked Estep 
Score: -86606040.000000 Penalty: 68975.421875
Splitting cluster 7 changes total score from -86535248.000000 to -86606040.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (26622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Entering Unmasked Estep 
Score: -4190003.000000 Penalty: 2526.994385
	Iteration 0F: 2 clusters Score -4190003 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 13377 members 
Entering Unmasked Estep 
Score: -4171679.500000 Penalty: 5053.988770
	Iteration 0F: 3 clusters Score -4171680 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -4178660.500000 Penalty: 5053.988770
	Iteration 1F: 3 clusters Score -4178660 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -4179583.750000 Penalty: 5053.988770
	Iteration 2F: 3 clusters Score -4179584 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4180578.000000 Penalty: 5053.988770
	Iteration 3F: 3 clusters Score -4180578 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -4181812.750000 Penalty: 5053.988770
	Iteration 4F: 3 clusters Score -4181813 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4183661.500000 Penalty: 5053.988770
	Iteration 5F: 3 clusters Score -4183662 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4186103.500000 Penalty: 5053.988770
	Iteration 6F: 3 clusters Score -4186104 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4188157.250000 Penalty: 5053.988770
	Iteration 7F: 3 clusters Score -4188157 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4189594.500000 Penalty: 5053.988770
	Iteration 8F: 3 clusters Score -4189594 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4190583.250000 Penalty: 5053.988770
	Iteration 9F: 3 clusters Score -4190583 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -4191295.500000 Penalty: 5053.988770
	Iteration 10Q: 3 clusters Score -4191296 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4191853.750000 Penalty: 5053.988770
	Iteration 11Q: 3 clusters Score -4191854 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -4192415.250000 Penalty: 5053.988770
	Iteration 12Q: 3 clusters Score -4192415 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4192890.500000 Penalty: 5053.988770
	Iteration 13Q: 3 clusters Score -4192890 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4193190.500000 Penalty: 5053.988770
	Iteration 14Q: 3 clusters Score -4193190 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4193266.750000 Penalty: 5053.988770
	Iteration 15Q: 3 clusters Score -4193267 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4193303.500000 Penalty: 5053.988770
	Iteration 16Q: 3 clusters Score -4193304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4193310.250000 Penalty: 5053.988770
	Iteration 17Q: 3 clusters Score -4193310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4193314.250000 Penalty: 5053.988770
	Iteration 18Q: 3 clusters Score -4193314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4193313.000000 Penalty: 5053.988770
	Iteration 19Q: 3 clusters Score -4193313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4193317.000000 Penalty: 5053.988770
	Iteration 20F: 3 clusters Score -4193317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -4193316.750000 Penalty: 5053.988770
	Iteration 21Q: 3 clusters Score -4193317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4193320.750000 Penalty: 5053.988770
	Iteration 22Q: 3 clusters Score -4193321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4193321.750000 Penalty: 5053.988770
	Iteration 23Q: 3 clusters Score -4193322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4193330.000000 Penalty: 5053.988770
	Iteration 24Q: 3 clusters Score -4193330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4193323.000000 Penalty: 5053.988770
	Iteration 25Q: 3 clusters Score -4193323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4193324.750000 Penalty: 5053.988770
	Iteration 26Q: 3 clusters Score -4193325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4193322.000000 Penalty: 5053.988770
	Iteration 27Q: 3 clusters Score -4193322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -4193317.500000 Penalty: 5053.988770
	Iteration 28Q: 3 clusters Score -4193318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4193319.250000 Penalty: 5053.988770
	Iteration 29Q: 3 clusters Score -4193319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4193320.250000 Penalty: 5053.988770
	Iteration 30Q: 3 clusters Score -4193320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -4193325.250000 Penalty: 5053.988770
	Iteration 31Q: 3 clusters Score -4193325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4193330.750000 Penalty: 5053.988770
	Iteration 32Q: 3 clusters Score -4193331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4193331.250000 Penalty: 5053.988770
	Iteration 33Q: 3 clusters Score -4193331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4193332.500000 Penalty: 5053.988770
	Iteration 34Q: 3 clusters Score -4193332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4193332.500000 Penalty: 5053.988770
	Iteration 35F: 3 clusters Score -4193332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 33126 members 
Mstep: Class 22 contains 4501 members 
Entering Unmasked Estep 
Score: -86608408.000000 Penalty: 72259.968750
Splitting cluster 9 changes total score from -86535248.000000 to -86608408.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (25419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Entering Unmasked Estep 
Score: -3949061.000000 Penalty: 2515.526611
	Iteration 0F: 2 clusters Score -3949061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3931558.000000 Penalty: 5031.053223
	Iteration 0F: 3 clusters Score -3931558 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3937758.000000 Penalty: 5031.053223
	Iteration 1F: 3 clusters Score -3937758 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3938292.250000 Penalty: 5031.053223
	Iteration 2F: 3 clusters Score -3938292 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3938874.750000 Penalty: 5031.053223
	Iteration 3Q: 3 clusters Score -3938875 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -3939591.750000 Penalty: 5031.053223
	Iteration 4Q: 3 clusters Score -3939592 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -3940477.250000 Penalty: 5031.053223
	Iteration 5F: 3 clusters Score -3940477 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3941608.000000 Penalty: 5031.053223
	Iteration 6F: 3 clusters Score -3941608 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3943206.500000 Penalty: 5031.053223
	Iteration 7F: 3 clusters Score -3943206 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -3944972.000000 Penalty: 5031.053223
	Iteration 8F: 3 clusters Score -3944972 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3946749.750000 Penalty: 5031.053223
	Iteration 9F: 3 clusters Score -3946750 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3948267.250000 Penalty: 5031.053223
	Iteration 10F: 3 clusters Score -3948267 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3949513.250000 Penalty: 5031.053223
	Iteration 11Q: 3 clusters Score -3949513 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3950394.750000 Penalty: 5031.053223
	Iteration 12Q: 3 clusters Score -3950395 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3950863.000000 Penalty: 5031.053223
	Iteration 13Q: 3 clusters Score -3950863 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3951023.250000 Penalty: 5031.053223
	Iteration 14Q: 3 clusters Score -3951023 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3951089.250000 Penalty: 5031.053223
	Iteration 15Q: 3 clusters Score -3951089 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3951109.250000 Penalty: 5031.053223
	Iteration 16Q: 3 clusters Score -3951109 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3951106.500000 Penalty: 5031.053223
	Iteration 17Q: 3 clusters Score -3951106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3951102.000000 Penalty: 5031.053223
	Iteration 18Q: 3 clusters Score -3951102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3951113.500000 Penalty: 5031.053223
	Iteration 19Q: 3 clusters Score -3951114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3951114.750000 Penalty: 5031.053223
	Iteration 20F: 3 clusters Score -3951115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3951111.750000 Penalty: 5031.053223
	Iteration 21Q: 3 clusters Score -3951112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3951108.250000 Penalty: 5031.053223
	Iteration 22Q: 3 clusters Score -3951108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3951108.500000 Penalty: 5031.053223
	Iteration 23Q: 3 clusters Score -3951108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3951106.500000 Penalty: 5031.053223
	Iteration 24Q: 3 clusters Score -3951106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3951106.500000 Penalty: 5031.053223
	Iteration 25F: 3 clusters Score -3951106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 33126 members 
Mstep: Class 22 contains 4501 members 
Mstep: Class 23 contains 16474 members 
Entering Unmasked Estep 
Score: -86609712.000000 Penalty: 75544.515625
Splitting cluster 10 changes total score from -86535248.000000 to -86609712.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (3541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Entering Unmasked Estep 
Score: -514139.781250 Penalty: 2026.696899
	Iteration 0F: 2 clusters Score -514139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -510536.156250 Penalty: 4053.393799
	Iteration 0F: 3 clusters Score -510536.2 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -511357.937500 Penalty: 4053.393799
	Iteration 1F: 3 clusters Score -511357.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -511694.843750 Penalty: 4053.393799
	Iteration 2F: 3 clusters Score -511694.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -512036.468750 Penalty: 4053.393799
	Iteration 3F: 3 clusters Score -512036.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -512436.968750 Penalty: 4053.393799
	Iteration 4F: 3 clusters Score -512437 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -512841.656250 Penalty: 4053.393799
	Iteration 5F: 3 clusters Score -512841.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -513198.625000 Penalty: 4053.393799
	Iteration 6F: 3 clusters Score -513198.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -513420.156250 Penalty: 4053.393799
	Iteration 7F: 3 clusters Score -513420.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -513601.343750 Penalty: 4053.393799
	Iteration 8Q: 3 clusters Score -513601.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -513747.843750 Penalty: 4053.393799
	Iteration 9Q: 3 clusters Score -513747.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -513879.093750 Penalty: 4053.393799
	Iteration 10Q: 3 clusters Score -513879.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -513996.031250 Penalty: 4053.393799
	Iteration 11Q: 3 clusters Score -513996 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -514125.906250 Penalty: 4053.393799
	Iteration 12Q: 3 clusters Score -514125.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -514258.312500 Penalty: 4053.393799
	Iteration 13Q: 3 clusters Score -514258.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -514391.312500 Penalty: 4053.393799
	Iteration 14Q: 3 clusters Score -514391.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -514499.937500 Penalty: 4053.393799
	Iteration 15Q: 3 clusters Score -514499.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -514599.656250 Penalty: 4053.393799
	Iteration 16Q: 3 clusters Score -514599.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -514671.093750 Penalty: 4053.393799
	Iteration 17Q: 3 clusters Score -514671.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -514720.593750 Penalty: 4053.393799
	Iteration 18Q: 3 clusters Score -514720.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -514744.250000 Penalty: 4053.393799
	Iteration 19Q: 3 clusters Score -514744.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -514751.187500 Penalty: 4053.393799
	Iteration 20F: 3 clusters Score -514751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -514753.781250 Penalty: 4053.393799
	Iteration 21Q: 3 clusters Score -514753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -514754.781250 Penalty: 4053.393799
	Iteration 22Q: 3 clusters Score -514754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -514759.531250 Penalty: 4053.393799
	Iteration 23Q: 3 clusters Score -514759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -514759.718750 Penalty: 4053.393799
	Iteration 24Q: 3 clusters Score -514759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -514760.343750 Penalty: 4053.393799
	Iteration 25Q: 3 clusters Score -514760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -514760.406250 Penalty: 4053.393799
	Iteration 26Q: 3 clusters Score -514760.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -514761.812500 Penalty: 4053.393799
	Iteration 27Q: 3 clusters Score -514761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -514763.906250 Penalty: 4053.393799
	Iteration 28Q: 3 clusters Score -514763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -514763.968750 Penalty: 4053.393799
	Iteration 29Q: 3 clusters Score -514764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -514763.968750 Penalty: 4053.393799
	Iteration 30F: 3 clusters Score -514764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 3872 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 33126 members 
Mstep: Class 22 contains 4501 members 
Mstep: Class 23 contains 16474 members 
Mstep: Class 24 contains 2739 members 
Entering Unmasked Estep 
Score: -86609040.000000 Penalty: 78829.054688
Splitting cluster 12 changes total score from -86535248.000000 to -86609040.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -461549.343750 Penalty: 2048.858398
	Iteration 0F: 2 clusters Score -461549.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -458491.781250 Penalty: 4097.716797
	Iteration 0F: 3 clusters Score -458491.8 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -465340.250000 Penalty: 4097.716797
	Iteration 1F: 3 clusters Score -465340.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -471853.500000 Penalty: 4097.716797
	Iteration 2F: 3 clusters Score -471853.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -476715.187500 Penalty: 4097.716797
	Iteration 3F: 3 clusters Score -476715.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -478806.812500 Penalty: 4097.716797
	Iteration 4F: 3 clusters Score -478806.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -479949.343750 Penalty: 4097.716797
	Iteration 5Q: 3 clusters Score -479949.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -480164.906250 Penalty: 4097.716797
	Iteration 6Q: 3 clusters Score -480164.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -480206.093750 Penalty: 4097.716797
	Iteration 7Q: 3 clusters Score -480206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -480213.531250 Penalty: 4097.716797
	Iteration 8Q: 3 clusters Score -480213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -480220.687500 Penalty: 4097.716797
	Iteration 9Q: 3 clusters Score -480220.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -480224.031250 Penalty: 4097.716797
	Iteration 10Q: 3 clusters Score -480224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -480225.406250 Penalty: 4097.716797
	Iteration 11Q: 3 clusters Score -480225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -480225.406250 Penalty: 4097.716797
	Iteration 12F: 3 clusters Score -480225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 33126 members 
Mstep: Class 22 contains 4501 members 
Mstep: Class 23 contains 16474 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 1336 members 
Entering Unmasked Estep 
Score: -86626584.000000 Penalty: 82113.601562
Splitting cluster 13 changes total score from -86535248.000000 to -86626584.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -2187650.000000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -2187650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2177224.000000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -2177224 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2180736.500000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -2180736 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2181331.750000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -2181332 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2181962.000000 Penalty: 4745.249512
	Iteration 3F: 3 clusters Score -2181962 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2182704.000000 Penalty: 4745.249512
	Iteration 4F: 3 clusters Score -2182704 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2183747.500000 Penalty: 4745.249512
	Iteration 5F: 3 clusters Score -2183748 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2184775.750000 Penalty: 4745.249512
	Iteration 6F: 3 clusters Score -2184776 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2185604.000000 Penalty: 4745.249512
	Iteration 7F: 3 clusters Score -2185604 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2186224.500000 Penalty: 4745.249512
	Iteration 8F: 3 clusters Score -2186224 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2186622.250000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -2186622 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2186869.750000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -2186870 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2187003.000000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -2187003 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2187089.250000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -2187089 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2187160.000000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -2187160 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2187217.250000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -2187217 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2187263.000000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -2187263 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2187304.500000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -2187304 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2187343.750000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -2187344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2187385.500000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -2187386 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2187403.500000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -2187404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2187422.750000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -2187423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2187440.250000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -2187440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2187441.250000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -2187441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2187453.750000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -2187454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2187456.750000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -2187457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2187462.250000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -2187462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2187465.000000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -2187465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2187469.250000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -2187469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2187469.000000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -2187469 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2187472.750000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -2187473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2187480.500000 Penalty: 4745.249512
	Iteration 30Q: 3 clusters Score -2187480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2187484.750000 Penalty: 4745.249512
	Iteration 31Q: 3 clusters Score -2187485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2187484.000000 Penalty: 4745.249512
	Iteration 32Q: 3 clusters Score -2187484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2187484.500000 Penalty: 4745.249512
	Iteration 33Q: 3 clusters Score -2187484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2187484.750000 Penalty: 4745.249512
	Iteration 34Q: 3 clusters Score -2187485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2187488.750000 Penalty: 4745.249512
	Iteration 35Q: 3 clusters Score -2187489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2187490.000000 Penalty: 4745.249512
	Iteration 36Q: 3 clusters Score -2187490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2187491.750000 Penalty: 4745.249512
	Iteration 37Q: 3 clusters Score -2187492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2187491.750000 Penalty: 4745.249512
	Iteration 38F: 3 clusters Score -2187492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -198441.828125 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -198441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196913.625000 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -196913.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -200945.125000 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -200945.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -202720.359375 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -202720.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -203226.156250 Penalty: 3686.805420
	Iteration 3Q: 3 clusters Score -203226.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -203326.515625 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -203326.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -203373.562500 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -203373.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -203402.187500 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -203402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -203421.468750 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -203421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -203434.421875 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -203434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -203440.015625 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -203440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -203442.828125 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -203442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -203443.937500 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -203443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -203444.468750 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -203444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -203445.187500 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -203445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -203447.953125 Penalty: 3686.805420
	Iteration 14F: 3 clusters Score -203448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -203451.609375 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -203451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -203451.609375 Penalty: 3686.805420
	Iteration 16F: 3 clusters Score -203451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 33126 members 
Mstep: Class 22 contains 4501 members 
Mstep: Class 23 contains 16474 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 534 members 
Entering Unmasked Estep 
Score: -86630328.000000 Penalty: 85398.148438
Splitting cluster 15 changes total score from -86535248.000000 to -86630328.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (50216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Entering Unmasked Estep 
Score: -7767096.500000 Penalty: 2684.374023
	Iteration 0F: 2 clusters Score -7767096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -7733281.000000 Penalty: 5368.748047
	Iteration 0F: 3 clusters Score -7733281 nChanged 23252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -7746301.000000 Penalty: 5368.748047
	Iteration 1F: 3 clusters Score -7746301 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -7747348.500000 Penalty: 5368.748047
	Iteration 2Q: 3 clusters Score -7747348 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -7748726.000000 Penalty: 5368.748047
	Iteration 3F: 3 clusters Score -7748726 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7750545.500000 Penalty: 5368.748047
	Iteration 4F: 3 clusters Score -7750546 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -7752436.500000 Penalty: 5368.748047
	Iteration 5F: 3 clusters Score -7752436 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -7754332.000000 Penalty: 5368.748047
	Iteration 6F: 3 clusters Score -7754332 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -7755978.500000 Penalty: 5368.748047
	Iteration 7F: 3 clusters Score -7755978 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -7757309.000000 Penalty: 5368.748047
	Iteration 8F: 3 clusters Score -7757309 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -7758297.500000 Penalty: 5368.748047
	Iteration 9Q: 3 clusters Score -7758298 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -7759070.000000 Penalty: 5368.748047
	Iteration 10Q: 3 clusters Score -7759070 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -7759750.500000 Penalty: 5368.748047
	Iteration 11Q: 3 clusters Score -7759750 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -7760515.000000 Penalty: 5368.748047
	Iteration 12Q: 3 clusters Score -7760515 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -7761304.500000 Penalty: 5368.748047
	Iteration 13Q: 3 clusters Score -7761304 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -7762330.000000 Penalty: 5368.748047
	Iteration 14Q: 3 clusters Score -7762330 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -7763550.500000 Penalty: 5368.748047
	Iteration 15Q: 3 clusters Score -7763550 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7764746.500000 Penalty: 5368.748047
	Iteration 16Q: 3 clusters Score -7764746 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -7765640.000000 Penalty: 5368.748047
	Iteration 17Q: 3 clusters Score -7765640 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7766171.500000 Penalty: 5368.748047
	Iteration 18Q: 3 clusters Score -7766172 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7766324.000000 Penalty: 5368.748047
	Iteration 19Q: 3 clusters Score -7766324 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7766423.500000 Penalty: 5368.748047
	Iteration 20F: 3 clusters Score -7766424 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7766472.000000 Penalty: 5368.748047
	Iteration 21Q: 3 clusters Score -7766472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -7766517.500000 Penalty: 5368.748047
	Iteration 22Q: 3 clusters Score -7766518 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7766557.500000 Penalty: 5368.748047
	Iteration 23Q: 3 clusters Score -7766558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7766567.500000 Penalty: 5368.748047
	Iteration 24Q: 3 clusters Score -7766568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7766580.000000 Penalty: 5368.748047
	Iteration 25Q: 3 clusters Score -7766580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -7766585.000000 Penalty: 5368.748047
	Iteration 26Q: 3 clusters Score -7766585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7766598.500000 Penalty: 5368.748047
	Iteration 27Q: 3 clusters Score -7766598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7766608.500000 Penalty: 5368.748047
	Iteration 28Q: 3 clusters Score -7766608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7766609.500000 Penalty: 5368.748047
	Iteration 29Q: 3 clusters Score -7766610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7766594.500000 Penalty: 5368.748047
	Iteration 30Q: 3 clusters Score -7766594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7766592.000000 Penalty: 5368.748047
	Iteration 31Q: 3 clusters Score -7766592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7766590.000000 Penalty: 5368.748047
	Iteration 32Q: 3 clusters Score -7766590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7766601.000000 Penalty: 5368.748047
	Iteration 33Q: 3 clusters Score -7766601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7766613.000000 Penalty: 5368.748047
	Iteration 34Q: 3 clusters Score -7766613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7766625.500000 Penalty: 5368.748047
	Iteration 35Q: 3 clusters Score -7766626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7766622.500000 Penalty: 5368.748047
	Iteration 36Q: 3 clusters Score -7766622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7766627.500000 Penalty: 5368.748047
	Iteration 37Q: 3 clusters Score -7766628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7766631.500000 Penalty: 5368.748047
	Iteration 38Q: 3 clusters Score -7766632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7766623.000000 Penalty: 5368.748047
	Iteration 39Q: 3 clusters Score -7766623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7766634.000000 Penalty: 5368.748047
	Iteration 40F: 3 clusters Score -7766634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7766625.500000 Penalty: 5368.748047
	Iteration 41Q: 3 clusters Score -7766626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7766629.500000 Penalty: 5368.748047
	Iteration 42Q: 3 clusters Score -7766630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7766625.500000 Penalty: 5368.748047
	Iteration 43Q: 3 clusters Score -7766626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7766625.000000 Penalty: 5368.748047
	Iteration 44Q: 3 clusters Score -7766625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7766627.500000 Penalty: 5368.748047
	Iteration 45Q: 3 clusters Score -7766628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7766618.000000 Penalty: 5368.748047
	Iteration 46Q: 3 clusters Score -7766618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7766629.500000 Penalty: 5368.748047
	Iteration 47Q: 3 clusters Score -7766630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7766642.000000 Penalty: 5368.748047
	Iteration 48Q: 3 clusters Score -7766642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7766638.000000 Penalty: 5368.748047
	Iteration 49Q: 3 clusters Score -7766638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7766640.000000 Penalty: 5368.748047
	Iteration 50Q: 3 clusters Score -7766640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7766636.000000 Penalty: 5368.748047
	Iteration 51Q: 3 clusters Score -7766636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7766635.000000 Penalty: 5368.748047
	Iteration 52Q: 3 clusters Score -7766635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7766641.000000 Penalty: 5368.748047
	Iteration 53Q: 3 clusters Score -7766641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7766633.500000 Penalty: 5368.748047
	Iteration 54Q: 3 clusters Score -7766634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7766640.000000 Penalty: 5368.748047
	Iteration 55Q: 3 clusters Score -7766640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7766638.000000 Penalty: 5368.748047
	Iteration 56Q: 3 clusters Score -7766638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7766636.000000 Penalty: 5368.748047
	Iteration 57Q: 3 clusters Score -7766636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7766631.500000 Penalty: 5368.748047
	Iteration 58Q: 3 clusters Score -7766632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7766632.000000 Penalty: 5368.748047
	Iteration 59Q: 3 clusters Score -7766632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7766636.500000 Penalty: 5368.748047
	Iteration 60F: 3 clusters Score -7766636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7766629.000000 Penalty: 5368.748047
	Iteration 61Q: 3 clusters Score -7766629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7766638.000000 Penalty: 5368.748047
	Iteration 62Q: 3 clusters Score -7766638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7766638.000000 Penalty: 5368.748047
	Iteration 63F: 3 clusters Score -7766638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Entering Unmasked Estep 
Score: -1100181.500000 Penalty: 2213.677490
	Iteration 0F: 2 clusters Score -1100182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1094201.875000 Penalty: 4427.354980
	Iteration 0F: 3 clusters Score -1094202 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1096601.250000 Penalty: 4427.354980
	Iteration 1F: 3 clusters Score -1096601 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1097673.500000 Penalty: 4427.354980
	Iteration 2F: 3 clusters Score -1097674 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1099616.875000 Penalty: 4427.354980
	Iteration 3F: 3 clusters Score -1099617 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1104294.625000 Penalty: 4427.354980
	Iteration 4F: 3 clusters Score -1104295 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1108847.500000 Penalty: 4427.354980
	Iteration 5F: 3 clusters Score -1108848 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1109719.000000 Penalty: 4427.354980
	Iteration 6F: 3 clusters Score -1109719 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1109846.625000 Penalty: 4427.354980
	Iteration 7Q: 3 clusters Score -1109847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1110047.250000 Penalty: 4427.354980
	Iteration 8Q: 3 clusters Score -1110047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1110334.125000 Penalty: 4427.354980
	Iteration 9Q: 3 clusters Score -1110334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1110452.250000 Penalty: 4427.354980
	Iteration 10Q: 3 clusters Score -1110452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1110460.750000 Penalty: 4427.354980
	Iteration 11Q: 3 clusters Score -1110461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1110468.375000 Penalty: 4427.354980
	Iteration 12Q: 3 clusters Score -1110468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1110465.750000 Penalty: 4427.354980
	Iteration 13Q: 3 clusters Score -1110466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1110467.250000 Penalty: 4427.354980
	Iteration 14Q: 3 clusters Score -1110467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1110467.250000 Penalty: 4427.354980
	Iteration 15F: 3 clusters Score -1110467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 15346 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 33126 members 
Mstep: Class 22 contains 4501 members 
Mstep: Class 23 contains 16474 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 4680 members 
Entering Unmasked Estep 
Score: -86640248.000000 Penalty: 88682.687500
Splitting cluster 18 changes total score from -86535248.000000 to -86640248.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (15346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Entering Unmasked Estep 
Score: -2421404.000000 Penalty: 2390.375244
	Iteration 0F: 2 clusters Score -2421404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2410473.000000 Penalty: 4780.750488
	Iteration 0F: 3 clusters Score -2410473 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2414106.500000 Penalty: 4780.750488
	Iteration 1F: 3 clusters Score -2414106 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2414670.000000 Penalty: 4780.750488
	Iteration 2F: 3 clusters Score -2414670 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2415325.000000 Penalty: 4780.750488
	Iteration 3F: 3 clusters Score -2415325 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2416165.250000 Penalty: 4780.750488
	Iteration 4F: 3 clusters Score -2416165 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2417065.750000 Penalty: 4780.750488
	Iteration 5F: 3 clusters Score -2417066 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2418116.750000 Penalty: 4780.750488
	Iteration 6F: 3 clusters Score -2418117 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2419151.750000 Penalty: 4780.750488
	Iteration 7F: 3 clusters Score -2419152 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2419982.500000 Penalty: 4780.750488
	Iteration 8F: 3 clusters Score -2419982 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2420572.500000 Penalty: 4780.750488
	Iteration 9Q: 3 clusters Score -2420572 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2421012.500000 Penalty: 4780.750488
	Iteration 10Q: 3 clusters Score -2421012 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2421324.250000 Penalty: 4780.750488
	Iteration 11Q: 3 clusters Score -2421324 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2421518.500000 Penalty: 4780.750488
	Iteration 12Q: 3 clusters Score -2421518 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2421654.500000 Penalty: 4780.750488
	Iteration 13Q: 3 clusters Score -2421654 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2421748.500000 Penalty: 4780.750488
	Iteration 14Q: 3 clusters Score -2421748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2421787.750000 Penalty: 4780.750488
	Iteration 15Q: 3 clusters Score -2421788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2421812.250000 Penalty: 4780.750488
	Iteration 16Q: 3 clusters Score -2421812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2421828.000000 Penalty: 4780.750488
	Iteration 17Q: 3 clusters Score -2421828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2421843.000000 Penalty: 4780.750488
	Iteration 18Q: 3 clusters Score -2421843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2421849.250000 Penalty: 4780.750488
	Iteration 19Q: 3 clusters Score -2421849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2421860.000000 Penalty: 4780.750488
	Iteration 20F: 3 clusters Score -2421860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2421870.750000 Penalty: 4780.750488
	Iteration 21Q: 3 clusters Score -2421871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2421870.500000 Penalty: 4780.750488
	Iteration 22Q: 3 clusters Score -2421870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2421872.000000 Penalty: 4780.750488
	Iteration 23Q: 3 clusters Score -2421872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2421878.250000 Penalty: 4780.750488
	Iteration 24Q: 3 clusters Score -2421878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2421879.000000 Penalty: 4780.750488
	Iteration 25Q: 3 clusters Score -2421879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2421883.250000 Penalty: 4780.750488
	Iteration 26Q: 3 clusters Score -2421883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2421881.500000 Penalty: 4780.750488
	Iteration 27Q: 3 clusters Score -2421882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2421885.250000 Penalty: 4780.750488
	Iteration 28Q: 3 clusters Score -2421885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2421886.250000 Penalty: 4780.750488
	Iteration 29Q: 3 clusters Score -2421886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2421886.000000 Penalty: 4780.750488
	Iteration 30Q: 3 clusters Score -2421886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2421887.500000 Penalty: 4780.750488
	Iteration 31Q: 3 clusters Score -2421888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2421887.500000 Penalty: 4780.750488
	Iteration 32F: 3 clusters Score -2421888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 11 contains 98925 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 2151 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 33126 members 
Mstep: Class 22 contains 4501 members 
Mstep: Class 23 contains 16474 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 1336 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 4680 members 
Mstep: Class 28 contains 13195 members 
Entering Unmasked Estep 
Score: -86639928.000000 Penalty: 91967.234375
Splitting cluster 19 changes total score from -86535248.000000 to -86639928.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 123339 members 
Mstep: Class 4 contains 108444 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 6048 members 
Mstep: Class 9 contains 22121 members 
Mstep: Class 10 contains 8945 members 
Mstep: Class 12 contains 802 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 50216 members 
Mstep: Class 18 contains 2846 members 
Mstep: Class 19 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86665584.000000 Penalty: 91967.234375
Iteration 39Q: 29 clusters Score -8.666558e+07 nChanged 32046
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5976 members 
Mstep: Class 3 contains 112253 members 
Mstep: Class 4 contains 124920 members 
Mstep: Class 5 contains 5787 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 22159 members 
Mstep: Class 10 contains 9025 members 
Mstep: Class 11 contains 97018 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 2559 members 
Mstep: Class 14 contains 14228 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 49536 members 
Mstep: Class 17 contains 3461 members 
Mstep: Class 18 contains 2940 members 
Mstep: Class 19 contains 2157 members 
Mstep: Class 20 contains 19263 members 
Mstep: Class 21 contains 32489 members 
Mstep: Class 22 contains 4387 members 
Mstep: Class 23 contains 15322 members 
Mstep: Class 24 contains 2912 members 
Mstep: Class 25 contains 1334 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 4883 members 
Mstep: Class 28 contains 11533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86687616.000000 Penalty: 91967.234375
Iteration 40F: 29 clusters Score -8.668762e+07 nChanged 33372
Entering Unmasked Mstep 
Mstep: Class 0 contains 360 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5076 members 
Mstep: Class 3 contains 99265 members 
Mstep: Class 4 contains 133740 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 6014 members 
Mstep: Class 9 contains 21559 members 
Mstep: Class 10 contains 8988 members 
Mstep: Class 11 contains 104111 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 14008 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 46007 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 2925 members 
Mstep: Class 19 contains 2028 members 
Mstep: Class 20 contains 19290 members 
Mstep: Class 21 contains 33290 members 
Mstep: Class 22 contains 4490 members 
Mstep: Class 23 contains 15407 members 
Mstep: Class 24 contains 3284 members 
Mstep: Class 25 contains 1333 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 5488 members 
Mstep: Class 28 contains 10746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86692472.000000 Penalty: 91967.234375
Iteration 41F: 29 clusters Score -8.669247e+07 nChanged 25579
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 88729 members 
Mstep: Class 4 contains 139985 members 
Mstep: Class 5 contains 5683 members 
Mstep: Class 6 contains 3336 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 6036 members 
Mstep: Class 9 contains 21146 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 110953 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 13922 members 
Mstep: Class 15 contains 1198 members 
Mstep: Class 16 contains 43548 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 1967 members 
Mstep: Class 20 contains 19316 members 
Mstep: Class 21 contains 33450 members 
Mstep: Class 22 contains 4658 members 
Mstep: Class 23 contains 15464 members 
Mstep: Class 24 contains 3517 members 
Mstep: Class 25 contains 1326 members 
Mstep: Class 26 contains 458 members 
Mstep: Class 27 contains 5679 members 
Mstep: Class 28 contains 10123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86687800.000000 Penalty: 91967.234375
Iteration 42Q: 29 clusters Score -8.66878e+07 nChanged 23047
Entering Unmasked Mstep 
Mstep: Class 0 contains 352 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 79378 members 
Mstep: Class 4 contains 143957 members 
Mstep: Class 5 contains 5662 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 8326 members 
Mstep: Class 8 contains 5986 members 
Mstep: Class 9 contains 21122 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 117897 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 13935 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 41585 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 1934 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 33556 members 
Mstep: Class 22 contains 4835 members 
Mstep: Class 23 contains 15558 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 1322 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 9751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86682064.000000 Penalty: 91967.234375
Iteration 43Q: 29 clusters Score -8.668206e+07 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 71598 members 
Mstep: Class 4 contains 145679 members 
Mstep: Class 5 contains 5656 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 5948 members 
Mstep: Class 9 contains 21419 members 
Mstep: Class 10 contains 9173 members 
Mstep: Class 11 contains 124681 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 13913 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 40020 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 19409 members 
Mstep: Class 21 contains 33685 members 
Mstep: Class 22 contains 5009 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 1320 members 
Mstep: Class 26 contains 421 members 
Mstep: Class 27 contains 5864 members 
Mstep: Class 28 contains 9540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86678416.000000 Penalty: 91967.234375
Iteration 44Q: 29 clusters Score -8.667842e+07 nChanged 17437
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3766 members 
Mstep: Class 3 contains 65646 members 
Mstep: Class 4 contains 145751 members 
Mstep: Class 5 contains 5638 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 7 contains 8692 members 
Mstep: Class 8 contains 5908 members 
Mstep: Class 9 contains 21899 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 130717 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 13900 members 
Mstep: Class 15 contains 1105 members 
Mstep: Class 16 contains 38719 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 1894 members 
Mstep: Class 20 contains 19433 members 
Mstep: Class 21 contains 33844 members 
Mstep: Class 22 contains 5198 members 
Mstep: Class 23 contains 15912 members 
Mstep: Class 24 contains 3769 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 5912 members 
Mstep: Class 28 contains 9493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86676272.000000 Penalty: 91967.234375
Iteration 45Q: 29 clusters Score -8.667627e+07 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3631 members 
Mstep: Class 3 contains 61408 members 
Mstep: Class 4 contains 144300 members 
Mstep: Class 5 contains 5621 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 22504 members 
Mstep: Class 10 contains 9284 members 
Mstep: Class 11 contains 136138 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 13937 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 37573 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 1880 members 
Mstep: Class 20 contains 19447 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 16100 members 
Mstep: Class 24 contains 3797 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 5964 members 
Mstep: Class 28 contains 9546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86674424.000000 Penalty: 91967.234375
Iteration 46Q: 29 clusters Score -8.667442e+07 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3515 members 
Mstep: Class 3 contains 58535 members 
Mstep: Class 4 contains 141929 members 
Mstep: Class 5 contains 5597 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 8884 members 
Mstep: Class 8 contains 5967 members 
Mstep: Class 9 contains 23234 members 
Mstep: Class 10 contains 9318 members 
Mstep: Class 11 contains 140952 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 13949 members 
Mstep: Class 15 contains 1053 members 
Mstep: Class 16 contains 36578 members 
Mstep: Class 17 contains 4046 members 
Mstep: Class 18 contains 2868 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 19445 members 
Mstep: Class 21 contains 34163 members 
Mstep: Class 22 contains 5557 members 
Mstep: Class 23 contains 16294 members 
Mstep: Class 24 contains 3815 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 399 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 9579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86673512.000000 Penalty: 91967.234375
Iteration 47Q: 29 clusters Score -8.667351e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3393 members 
Mstep: Class 3 contains 56562 members 
Mstep: Class 4 contains 139281 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 8945 members 
Mstep: Class 8 contains 6046 members 
Mstep: Class 9 contains 24000 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 145020 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 13927 members 
Mstep: Class 15 contains 1036 members 
Mstep: Class 16 contains 35804 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 2869 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 19428 members 
Mstep: Class 21 contains 34274 members 
Mstep: Class 22 contains 5713 members 
Mstep: Class 23 contains 16468 members 
Mstep: Class 24 contains 3827 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 396 members 
Mstep: Class 27 contains 6009 members 
Mstep: Class 28 contains 9626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86672856.000000 Penalty: 91967.234375
Iteration 48Q: 29 clusters Score -8.667286e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 55312 members 
Mstep: Class 4 contains 136315 members 
Mstep: Class 5 contains 5540 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 6153 members 
Mstep: Class 9 contains 24725 members 
Mstep: Class 10 contains 9353 members 
Mstep: Class 11 contains 148579 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 2565 members 
Mstep: Class 14 contains 13915 members 
Mstep: Class 15 contains 1025 members 
Mstep: Class 16 contains 35207 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 2855 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 19418 members 
Mstep: Class 21 contains 34366 members 
Mstep: Class 22 contains 5836 members 
Mstep: Class 23 contains 16623 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 6030 members 
Mstep: Class 28 contains 9698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86672760.000000 Penalty: 91967.234375
Iteration 49Q: 29 clusters Score -8.667276e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3229 members 
Mstep: Class 3 contains 54558 members 
Mstep: Class 4 contains 133414 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 3574 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 6267 members 
Mstep: Class 9 contains 25397 members 
Mstep: Class 10 contains 9365 members 
Mstep: Class 11 contains 151688 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 13874 members 
Mstep: Class 15 contains 1023 members 
Mstep: Class 16 contains 34672 members 
Mstep: Class 17 contains 4164 members 
Mstep: Class 18 contains 2834 members 
Mstep: Class 19 contains 1825 members 
Mstep: Class 20 contains 19412 members 
Mstep: Class 21 contains 34434 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 16761 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 9756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86672952.000000 Penalty: 91967.234375
Iteration 50Q: 29 clusters Score -8.667295e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3171 members 
Mstep: Class 3 contains 54208 members 
Mstep: Class 4 contains 130612 members 
Mstep: Class 5 contains 5504 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 7 contains 9006 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 26039 members 
Mstep: Class 10 contains 9374 members 
Mstep: Class 11 contains 154321 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 13836 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 34198 members 
Mstep: Class 17 contains 4189 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 19411 members 
Mstep: Class 21 contains 34502 members 
Mstep: Class 22 contains 6047 members 
Mstep: Class 23 contains 16839 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 9812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86673424.000000 Penalty: 91967.234375
Iteration 51Q: 29 clusters Score -8.667342e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3123 members 
Mstep: Class 3 contains 54125 members 
Mstep: Class 4 contains 127752 members 
Mstep: Class 5 contains 5495 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 9016 members 
Mstep: Class 8 contains 6506 members 
Mstep: Class 9 contains 26629 members 
Mstep: Class 10 contains 9380 members 
Mstep: Class 11 contains 156720 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 1017 members 
Mstep: Class 16 contains 33803 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 19404 members 
Mstep: Class 21 contains 34541 members 
Mstep: Class 22 contains 6123 members 
Mstep: Class 23 contains 16912 members 
Mstep: Class 24 contains 3825 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 9886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86674424.000000 Penalty: 91967.234375
Iteration 52Q: 29 clusters Score -8.667442e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3071 members 
Mstep: Class 3 contains 54294 members 
Mstep: Class 4 contains 124930 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 27145 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 158834 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 13789 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 33470 members 
Mstep: Class 17 contains 4231 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1804 members 
Mstep: Class 20 contains 19395 members 
Mstep: Class 21 contains 34578 members 
Mstep: Class 22 contains 6193 members 
Mstep: Class 23 contains 16964 members 
Mstep: Class 24 contains 3832 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 6042 members 
Mstep: Class 28 contains 9950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86675624.000000 Penalty: 91967.234375
Iteration 53Q: 29 clusters Score -8.667562e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3024 members 
Mstep: Class 3 contains 54524 members 
Mstep: Class 4 contains 122285 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 27594 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 160765 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 13784 members 
Mstep: Class 15 contains 1013 members 
Mstep: Class 16 contains 33202 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 20 contains 19398 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 16991 members 
Mstep: Class 24 contains 3838 members 
Mstep: Class 25 contains 1314 members 
Mstep: Class 26 contains 392 members 
Mstep: Class 27 contains 6046 members 
Mstep: Class 28 contains 9995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86676248.000000 Penalty: 91967.234375
Iteration 54Q: 29 clusters Score -8.667625e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 54822 members 
Mstep: Class 4 contains 119892 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9025 members 
Mstep: Class 8 contains 6942 members 
Mstep: Class 9 contains 27981 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 162422 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 13782 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 16 contains 32998 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1793 members 
Mstep: Class 20 contains 19408 members 
Mstep: Class 21 contains 34632 members 
Mstep: Class 22 contains 6286 members 
Mstep: Class 23 contains 17007 members 
Mstep: Class 24 contains 3835 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 6043 members 
Mstep: Class 28 contains 10021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86677328.000000 Penalty: 91967.234375
Iteration 55Q: 29 clusters Score -8.667733e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 55196 members 
Mstep: Class 4 contains 117858 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 7103 members 
Mstep: Class 9 contains 28293 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 163707 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 13777 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 16 contains 32851 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19409 members 
Mstep: Class 21 contains 34640 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 16984 members 
Mstep: Class 24 contains 3833 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 6043 members 
Mstep: Class 28 contains 10030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86678224.000000 Penalty: 91967.234375
Iteration 56Q: 29 clusters Score -8.667822e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2881 members 
Mstep: Class 3 contains 55598 members 
Mstep: Class 4 contains 116138 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 7271 members 
Mstep: Class 9 contains 28520 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 164667 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 13768 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 16 contains 32730 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19409 members 
Mstep: Class 21 contains 34673 members 
Mstep: Class 22 contains 6389 members 
Mstep: Class 23 contains 16964 members 
Mstep: Class 24 contains 3827 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6062 members 
Mstep: Class 28 contains 10040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86678984.000000 Penalty: 91967.234375
Iteration 57Q: 29 clusters Score -8.667898e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 56147 members 
Mstep: Class 4 contains 114727 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9022 members 
Mstep: Class 8 contains 7439 members 
Mstep: Class 9 contains 28683 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 165306 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 13763 members 
Mstep: Class 15 contains 1010 members 
Mstep: Class 16 contains 32620 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 34699 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 16928 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 396 members 
Mstep: Class 27 contains 6054 members 
Mstep: Class 28 contains 10043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86679360.000000 Penalty: 91967.234375
Iteration 58Q: 29 clusters Score -8.667936e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 56663 members 
Mstep: Class 4 contains 113651 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9031 members 
Mstep: Class 8 contains 7605 members 
Mstep: Class 9 contains 28807 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 165702 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 13754 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 32508 members 
Mstep: Class 17 contains 4345 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 19411 members 
Mstep: Class 21 contains 34704 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 16882 members 
Mstep: Class 24 contains 3833 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 6055 members 
Mstep: Class 28 contains 10050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86679928.000000 Penalty: 91967.234375
Iteration 59Q: 29 clusters Score -8.667993e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 351 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 57208 members 
Mstep: Class 4 contains 112707 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9037 members 
Mstep: Class 8 contains 7767 members 
Mstep: Class 9 contains 28913 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 165896 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 13754 members 
Mstep: Class 15 contains 1008 members 
Mstep: Class 16 contains 32424 members 
Mstep: Class 17 contains 4344 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 34717 members 
Mstep: Class 22 contains 6500 members 
Mstep: Class 23 contains 16845 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 405 members 
Mstep: Class 27 contains 6063 members 
Mstep: Class 28 contains 10071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681264.000000 Penalty: 91967.234375
Iteration 60F: 29 clusters Score -8.668126e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 3 contains 56862 members 
Mstep: Class 4 contains 112917 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9066 members 
Mstep: Class 8 contains 7924 members 
Mstep: Class 9 contains 28988 members 
Mstep: Class 10 contains 9411 members 
Mstep: Class 11 contains 165913 members 
Mstep: Class 12 contains 1926 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 13740 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 32353 members 
Mstep: Class 17 contains 4335 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34723 members 
Mstep: Class 22 contains 6523 members 
Mstep: Class 23 contains 16803 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 410 members 
Mstep: Class 27 contains 6061 members 
Mstep: Class 28 contains 10081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86680984.000000 Penalty: 91967.234375
Iteration 61Q: 29 clusters Score -8.668098e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 56790 members 
Mstep: Class 4 contains 113135 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 9094 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 29079 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 165657 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 32282 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 34757 members 
Mstep: Class 22 contains 6547 members 
Mstep: Class 23 contains 16756 members 
Mstep: Class 24 contains 3845 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 406 members 
Mstep: Class 27 contains 6053 members 
Mstep: Class 28 contains 10068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86680488.000000 Penalty: 91967.234375
Iteration 62Q: 29 clusters Score -8.668049e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 56993 members 
Mstep: Class 4 contains 113068 members 
Mstep: Class 5 contains 5445 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 9120 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 29173 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 165330 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 13728 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 32206 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19412 members 
Mstep: Class 21 contains 34800 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 16718 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 404 members 
Mstep: Class 27 contains 6057 members 
Mstep: Class 28 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86680736.000000 Penalty: 91967.234375
Iteration 63Q: 29 clusters Score -8.668074e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 57423 members 
Mstep: Class 4 contains 112915 members 
Mstep: Class 5 contains 5445 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 9131 members 
Mstep: Class 8 contains 8340 members 
Mstep: Class 9 contains 29263 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 11 contains 164909 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13709 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 16 contains 32128 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 34821 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 16697 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6054 members 
Mstep: Class 28 contains 10052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86680408.000000 Penalty: 91967.234375
Iteration 64Q: 29 clusters Score -8.668041e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2510 members 
Mstep: Class 3 contains 58087 members 
Mstep: Class 4 contains 112566 members 
Mstep: Class 5 contains 5442 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9148 members 
Mstep: Class 8 contains 8499 members 
Mstep: Class 9 contains 29323 members 
Mstep: Class 10 contains 9432 members 
Mstep: Class 11 contains 164427 members 
Mstep: Class 12 contains 1920 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13696 members 
Mstep: Class 15 contains 912 members 
Mstep: Class 16 contains 32067 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 19407 members 
Mstep: Class 21 contains 34854 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 16684 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 6065 members 
Mstep: Class 28 contains 10035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86680768.000000 Penalty: 91967.234375
Iteration 65Q: 29 clusters Score -8.668077e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 58911 members 
Mstep: Class 4 contains 112200 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9157 members 
Mstep: Class 8 contains 8641 members 
Mstep: Class 9 contains 29402 members 
Mstep: Class 10 contains 9435 members 
Mstep: Class 11 contains 163872 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13693 members 
Mstep: Class 15 contains 904 members 
Mstep: Class 16 contains 32000 members 
Mstep: Class 17 contains 4361 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19405 members 
Mstep: Class 21 contains 34867 members 
Mstep: Class 22 contains 6637 members 
Mstep: Class 23 contains 16638 members 
Mstep: Class 24 contains 3857 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 401 members 
Mstep: Class 27 contains 6063 members 
Mstep: Class 28 contains 10013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681112.000000 Penalty: 91967.234375
Iteration 66Q: 29 clusters Score -8.668111e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 59804 members 
Mstep: Class 4 contains 111921 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 9165 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 29448 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 11 contains 163229 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13684 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 31938 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19406 members 
Mstep: Class 21 contains 34870 members 
Mstep: Class 22 contains 6650 members 
Mstep: Class 23 contains 16599 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6060 members 
Mstep: Class 28 contains 9985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681504.000000 Penalty: 91967.234375
Iteration 67Q: 29 clusters Score -8.66815e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2459 members 
Mstep: Class 3 contains 60875 members 
Mstep: Class 4 contains 111534 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9176 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 29483 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 11 contains 162601 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13680 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 31846 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 19407 members 
Mstep: Class 21 contains 34863 members 
Mstep: Class 22 contains 6674 members 
Mstep: Class 23 contains 16544 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6054 members 
Mstep: Class 28 contains 9949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681376.000000 Penalty: 91967.234375
Iteration 68Q: 29 clusters Score -8.668138e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2453 members 
Mstep: Class 3 contains 61994 members 
Mstep: Class 4 contains 111103 members 
Mstep: Class 5 contains 5416 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 8943 members 
Mstep: Class 9 contains 29541 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 11 contains 161887 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13683 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 31761 members 
Mstep: Class 17 contains 4364 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 19411 members 
Mstep: Class 21 contains 34886 members 
Mstep: Class 22 contains 6691 members 
Mstep: Class 23 contains 16495 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 9916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86682016.000000 Penalty: 91967.234375
Iteration 69Q: 29 clusters Score -8.668202e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2450 members 
Mstep: Class 3 contains 63185 members 
Mstep: Class 4 contains 110646 members 
Mstep: Class 5 contains 5417 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 9025 members 
Mstep: Class 9 contains 29573 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 161149 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13688 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 31679 members 
Mstep: Class 17 contains 4368 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19415 members 
Mstep: Class 21 contains 34910 members 
Mstep: Class 22 contains 6707 members 
Mstep: Class 23 contains 16458 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6063 members 
Mstep: Class 28 contains 9868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86682448.000000 Penalty: 91967.234375
Iteration 70Q: 29 clusters Score -8.668245e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 64383 members 
Mstep: Class 4 contains 110317 members 
Mstep: Class 5 contains 5416 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 9166 members 
Mstep: Class 8 contains 9115 members 
Mstep: Class 9 contains 29573 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 160341 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13691 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 31574 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19422 members 
Mstep: Class 21 contains 34939 members 
Mstep: Class 22 contains 6717 members 
Mstep: Class 23 contains 16421 members 
Mstep: Class 24 contains 3862 members 
Mstep: Class 25 contains 1318 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6062 members 
Mstep: Class 28 contains 9804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86682728.000000 Penalty: 91967.234375
Iteration 71Q: 29 clusters Score -8.668273e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 65675 members 
Mstep: Class 4 contains 109951 members 
Mstep: Class 5 contains 5420 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 9168 members 
Mstep: Class 8 contains 9196 members 
Mstep: Class 9 contains 29585 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 159497 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13687 members 
Mstep: Class 15 contains 896 members 
Mstep: Class 16 contains 31471 members 
Mstep: Class 17 contains 4381 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19422 members 
Mstep: Class 21 contains 34953 members 
Mstep: Class 22 contains 6717 members 
Mstep: Class 23 contains 16393 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 9738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86683552.000000 Penalty: 91967.234375
Iteration 72Q: 29 clusters Score -8.668355e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 67043 members 
Mstep: Class 4 contains 109540 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 3626 members 
Mstep: Class 7 contains 9169 members 
Mstep: Class 8 contains 9279 members 
Mstep: Class 9 contains 29564 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 11 contains 158688 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13687 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 31378 members 
Mstep: Class 17 contains 4395 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19420 members 
Mstep: Class 21 contains 34953 members 
Mstep: Class 22 contains 6725 members 
Mstep: Class 23 contains 16342 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6064 members 
Mstep: Class 28 contains 9665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86683792.000000 Penalty: 91967.234375
Iteration 73Q: 29 clusters Score -8.668379e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 68375 members 
Mstep: Class 4 contains 109219 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 9169 members 
Mstep: Class 8 contains 9382 members 
Mstep: Class 9 contains 29538 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 157807 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13684 members 
Mstep: Class 15 contains 890 members 
Mstep: Class 16 contains 31272 members 
Mstep: Class 17 contains 4413 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34929 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 16295 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6071 members 
Mstep: Class 28 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86684000.000000 Penalty: 91967.234375
Iteration 74Q: 29 clusters Score -8.6684e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 69611 members 
Mstep: Class 4 contains 108970 members 
Mstep: Class 5 contains 5412 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 9486 members 
Mstep: Class 9 contains 29498 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 156984 members 
Mstep: Class 12 contains 1890 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13673 members 
Mstep: Class 15 contains 889 members 
Mstep: Class 16 contains 31165 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 20 contains 19420 members 
Mstep: Class 21 contains 34922 members 
Mstep: Class 22 contains 6735 members 
Mstep: Class 23 contains 16235 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6071 members 
Mstep: Class 28 contains 9569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86684424.000000 Penalty: 91967.234375
Iteration 75Q: 29 clusters Score -8.668442e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 70912 members 
Mstep: Class 4 contains 108671 members 
Mstep: Class 5 contains 5408 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 9170 members 
Mstep: Class 8 contains 9590 members 
Mstep: Class 9 contains 29424 members 
Mstep: Class 10 contains 9481 members 
Mstep: Class 11 contains 156125 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13661 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 31086 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 20 contains 19421 members 
Mstep: Class 21 contains 34910 members 
Mstep: Class 22 contains 6743 members 
Mstep: Class 23 contains 16210 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 9508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86684872.000000 Penalty: 91967.234375
Iteration 76Q: 29 clusters Score -8.668487e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 72083 members 
Mstep: Class 4 contains 108577 members 
Mstep: Class 5 contains 5406 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9168 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 9 contains 29332 members 
Mstep: Class 10 contains 9481 members 
Mstep: Class 11 contains 155237 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 2571 members 
Mstep: Class 14 contains 13655 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 30992 members 
Mstep: Class 17 contains 4449 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1772 members 
Mstep: Class 20 contains 19424 members 
Mstep: Class 21 contains 34908 members 
Mstep: Class 22 contains 6748 members 
Mstep: Class 23 contains 16172 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 9443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86685064.000000 Penalty: 91967.234375
Iteration 77Q: 29 clusters Score -8.668506e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 73254 members 
Mstep: Class 4 contains 108546 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9781 members 
Mstep: Class 9 contains 29233 members 
Mstep: Class 10 contains 9481 members 
Mstep: Class 11 contains 154321 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 13638 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 30887 members 
Mstep: Class 17 contains 4457 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 20 contains 19421 members 
Mstep: Class 21 contains 34914 members 
Mstep: Class 22 contains 6748 members 
Mstep: Class 23 contains 16137 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6072 members 
Mstep: Class 28 contains 9371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86685056.000000 Penalty: 91967.234375
Iteration 78Q: 29 clusters Score -8.668506e+07 nChanged 2893
Entering ConstructFrom: 
Score: -86685056.000000 Penalty: 91967.234375
Entering ConstructFrom: 
Trying to split cluster 1 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -278655.812500 Penalty: 1886.137329
	Iteration 0F: 2 clusters Score -278655.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -276194.531250 Penalty: 3772.274658
	Iteration 0F: 3 clusters Score -276194.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -277001.343750 Penalty: 3772.274658
	Iteration 1F: 3 clusters Score -277001.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -277755.937500 Penalty: 3772.274658
	Iteration 2F: 3 clusters Score -277755.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -278635.500000 Penalty: 3772.274658
	Iteration 3F: 3 clusters Score -278635.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -279174.812500 Penalty: 3772.274658
	Iteration 4F: 3 clusters Score -279174.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -279374.812500 Penalty: 3772.274658
	Iteration 5Q: 3 clusters Score -279374.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -279497.062500 Penalty: 3772.274658
	Iteration 6Q: 3 clusters Score -279497.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -279579.375000 Penalty: 3772.274658
	Iteration 7Q: 3 clusters Score -279579.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -279615.968750 Penalty: 3772.274658
	Iteration 8Q: 3 clusters Score -279616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -279632.031250 Penalty: 3772.274658
	Iteration 9Q: 3 clusters Score -279632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -279643.750000 Penalty: 3772.274658
	Iteration 10Q: 3 clusters Score -279643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -279651.156250 Penalty: 3772.274658
	Iteration 11Q: 3 clusters Score -279651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -279653.906250 Penalty: 3772.274658
	Iteration 12Q: 3 clusters Score -279653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -279655.187500 Penalty: 3772.274658
	Iteration 13Q: 3 clusters Score -279655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -279655.187500 Penalty: 3772.274658
	Iteration 14F: 3 clusters Score -279655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 657 members 
Entering Unmasked Estep 
Score: -86685512.000000 Penalty: 95251.773438
Splitting cluster 1 changes total score from -86685056.000000 to -86685512.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 2 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -340896.031250 Penalty: 1934.237183
	Iteration 0F: 2 clusters Score -340896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -338039.500000 Penalty: 3868.474365
	Iteration 0F: 3 clusters Score -338039.5 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -338829.281250 Penalty: 3868.474365
	Iteration 1F: 3 clusters Score -338829.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -339632.406250 Penalty: 3868.474365
	Iteration 2F: 3 clusters Score -339632.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -340782.593750 Penalty: 3868.474365
	Iteration 3F: 3 clusters Score -340782.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -341525.000000 Penalty: 3868.474365
	Iteration 4F: 3 clusters Score -341525 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -341813.125000 Penalty: 3868.474365
	Iteration 5F: 3 clusters Score -341813.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -341925.656250 Penalty: 3868.474365
	Iteration 6Q: 3 clusters Score -341925.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -341985.593750 Penalty: 3868.474365
	Iteration 7Q: 3 clusters Score -341985.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -342020.843750 Penalty: 3868.474365
	Iteration 8Q: 3 clusters Score -342020.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -342046.312500 Penalty: 3868.474365
	Iteration 9Q: 3 clusters Score -342046.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -342062.406250 Penalty: 3868.474365
	Iteration 10Q: 3 clusters Score -342062.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -342067.312500 Penalty: 3868.474365
	Iteration 11Q: 3 clusters Score -342067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -342072.656250 Penalty: 3868.474365
	Iteration 12Q: 3 clusters Score -342072.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -342080.500000 Penalty: 3868.474365
	Iteration 13Q: 3 clusters Score -342080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -342086.875000 Penalty: 3868.474365
	Iteration 14Q: 3 clusters Score -342086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -342091.062500 Penalty: 3868.474365
	Iteration 15Q: 3 clusters Score -342091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -342098.687500 Penalty: 3868.474365
	Iteration 16Q: 3 clusters Score -342098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -342105.625000 Penalty: 3868.474365
	Iteration 17Q: 3 clusters Score -342105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -342113.968750 Penalty: 3868.474365
	Iteration 18Q: 3 clusters Score -342114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -342119.437500 Penalty: 3868.474365
	Iteration 19Q: 3 clusters Score -342119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -342121.687500 Penalty: 3868.474365
	Iteration 20F: 3 clusters Score -342121.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -342122.875000 Penalty: 3868.474365
	Iteration 21Q: 3 clusters Score -342122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -342122.656250 Penalty: 3868.474365
	Iteration 22Q: 3 clusters Score -342122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -342122.656250 Penalty: 3868.474365
	Iteration 23F: 3 clusters Score -342122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 1395 members 
Entering Unmasked Estep 
Score: -86685408.000000 Penalty: 98536.320312
Splitting cluster 2 changes total score from -86685056.000000 to -86685408.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (74441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Entering Unmasked Estep 
Score: -11773014.000000 Penalty: 2782.004883
	Iteration 0F: 2 clusters Score -1.177301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -11723293.000000 Penalty: 5564.009766
	Iteration 0F: 3 clusters Score -1.172329e+07 nChanged 34780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -11742886.000000 Penalty: 5564.009766
	Iteration 1F: 3 clusters Score -1.174289e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -11743455.000000 Penalty: 5564.009766
	Iteration 2Q: 3 clusters Score -1.174346e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -11744006.000000 Penalty: 5564.009766
	Iteration 3Q: 3 clusters Score -1.174401e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -11744737.000000 Penalty: 5564.009766
	Iteration 4Q: 3 clusters Score -1.174474e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -11745574.000000 Penalty: 5564.009766
	Iteration 5Q: 3 clusters Score -1.174557e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -11746652.000000 Penalty: 5564.009766
	Iteration 6Q: 3 clusters Score -1.174665e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -11747923.000000 Penalty: 5564.009766
	Iteration 7Q: 3 clusters Score -1.174792e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -11749854.000000 Penalty: 5564.009766
	Iteration 8F: 3 clusters Score -1.174985e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -11752583.000000 Penalty: 5564.009766
	Iteration 9F: 3 clusters Score -1.175258e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -11756326.000000 Penalty: 5564.009766
	Iteration 10F: 3 clusters Score -1.175633e+07 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -11760473.000000 Penalty: 5564.009766
	Iteration 11F: 3 clusters Score -1.176047e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -11764210.000000 Penalty: 5564.009766
	Iteration 12F: 3 clusters Score -1.176421e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -11766994.000000 Penalty: 5564.009766
	Iteration 13Q: 3 clusters Score -1.176699e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -11768701.000000 Penalty: 5564.009766
	Iteration 14Q: 3 clusters Score -1.17687e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -11769616.000000 Penalty: 5564.009766
	Iteration 15Q: 3 clusters Score -1.176962e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -11770193.000000 Penalty: 5564.009766
	Iteration 16Q: 3 clusters Score -1.177019e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -11770483.000000 Penalty: 5564.009766
	Iteration 17Q: 3 clusters Score -1.177048e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 71541 members 
Entering Unmasked Estep 
Score: -11770682.000000 Penalty: 5564.009766
	Iteration 18Q: 3 clusters Score -1.177068e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -11770804.000000 Penalty: 5564.009766
	Iteration 19Q: 3 clusters Score -1.17708e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -11770897.000000 Penalty: 5564.009766
	Iteration 20F: 3 clusters Score -1.17709e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -11770930.000000 Penalty: 5564.009766
	Iteration 21Q: 3 clusters Score -1.177093e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -11770981.000000 Penalty: 5564.009766
	Iteration 22Q: 3 clusters Score -1.177098e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -11771014.000000 Penalty: 5564.009766
	Iteration 23Q: 3 clusters Score -1.177101e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -11771032.000000 Penalty: 5564.009766
	Iteration 24Q: 3 clusters Score -1.177103e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -11771046.000000 Penalty: 5564.009766
	Iteration 25Q: 3 clusters Score -1.177105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -11771055.000000 Penalty: 5564.009766
	Iteration 26Q: 3 clusters Score -1.177106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -11771050.000000 Penalty: 5564.009766
	Iteration 27Q: 3 clusters Score -1.177105e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -11771050.000000 Penalty: 5564.009766
	Iteration 28Q: 3 clusters Score -1.177105e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 72598 members 
Entering Unmasked Estep 
Score: -11771057.000000 Penalty: 5564.009766
	Iteration 29Q: 3 clusters Score -1.177106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -11771068.000000 Penalty: 5564.009766
	Iteration 30Q: 3 clusters Score -1.177107e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -11771073.000000 Penalty: 5564.009766
	Iteration 31Q: 3 clusters Score -1.177107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 72665 members 
Entering Unmasked Estep 
Score: -11771084.000000 Penalty: 5564.009766
	Iteration 32Q: 3 clusters Score -1.177108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -11771078.000000 Penalty: 5564.009766
	Iteration 33Q: 3 clusters Score -1.177108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -11771104.000000 Penalty: 5564.009766
	Iteration 34Q: 3 clusters Score -1.17711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -11771107.000000 Penalty: 5564.009766
	Iteration 35Q: 3 clusters Score -1.177111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -11771097.000000 Penalty: 5564.009766
	Iteration 36Q: 3 clusters Score -1.17711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -11771104.000000 Penalty: 5564.009766
	Iteration 37Q: 3 clusters Score -1.17711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -11771092.000000 Penalty: 5564.009766
	Iteration 38Q: 3 clusters Score -1.177109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -11771094.000000 Penalty: 5564.009766
	Iteration 39Q: 3 clusters Score -1.177109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -11771096.000000 Penalty: 5564.009766
	Iteration 40F: 3 clusters Score -1.17711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -11771101.000000 Penalty: 5564.009766
	Iteration 41Q: 3 clusters Score -1.17711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -11771098.000000 Penalty: 5564.009766
	Iteration 42Q: 3 clusters Score -1.17711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -11771092.000000 Penalty: 5564.009766
	Iteration 43Q: 3 clusters Score -1.177109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -11771100.000000 Penalty: 5564.009766
	Iteration 44Q: 3 clusters Score -1.17711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -11771107.000000 Penalty: 5564.009766
	Iteration 45Q: 3 clusters Score -1.177111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -11771104.000000 Penalty: 5564.009766
	Iteration 46Q: 3 clusters Score -1.17711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -11771117.000000 Penalty: 5564.009766
	Iteration 47Q: 3 clusters Score -1.177112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -11771110.000000 Penalty: 5564.009766
	Iteration 48Q: 3 clusters Score -1.177111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -11771108.000000 Penalty: 5564.009766
	Iteration 49Q: 3 clusters Score -1.177111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -11771102.000000 Penalty: 5564.009766
	Iteration 50Q: 3 clusters Score -1.17711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 72823 members 
Entering Unmasked Estep 
Score: -11771094.000000 Penalty: 5564.009766
	Iteration 51Q: 3 clusters Score -1.177109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -11771092.000000 Penalty: 5564.009766
	Iteration 52Q: 3 clusters Score -1.177109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -11771089.000000 Penalty: 5564.009766
	Iteration 53Q: 3 clusters Score -1.177109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -11771094.000000 Penalty: 5564.009766
	Iteration 54Q: 3 clusters Score -1.177109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -11771100.000000 Penalty: 5564.009766
	Iteration 55Q: 3 clusters Score -1.17711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -11771100.000000 Penalty: 5564.009766
	Iteration 56Q: 3 clusters Score -1.17711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -11771096.000000 Penalty: 5564.009766
	Iteration 57Q: 3 clusters Score -1.17711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -11771101.000000 Penalty: 5564.009766
	Iteration 58Q: 3 clusters Score -1.17711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -11771115.000000 Penalty: 5564.009766
	Iteration 59Q: 3 clusters Score -1.177112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -11771104.000000 Penalty: 5564.009766
	Iteration 60F: 3 clusters Score -1.17711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -11771097.000000 Penalty: 5564.009766
	Iteration 61Q: 3 clusters Score -1.17711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 72876 members 
Entering Unmasked Estep 
Score: -11771101.000000 Penalty: 5564.009766
	Iteration 62Q: 3 clusters Score -1.17711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -11771106.000000 Penalty: 5564.009766
	Iteration 63Q: 3 clusters Score -1.177111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 72888 members 
Entering Unmasked Estep 
Score: -11771118.000000 Penalty: 5564.009766
	Iteration 64Q: 3 clusters Score -1.177112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 72895 members 
Entering Unmasked Estep 
Score: -11771113.000000 Penalty: 5564.009766
	Iteration 65Q: 3 clusters Score -1.177111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -11771119.000000 Penalty: 5564.009766
	Iteration 66Q: 3 clusters Score -1.177112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -11771121.000000 Penalty: 5564.009766
	Iteration 67Q: 3 clusters Score -1.177112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -11771125.000000 Penalty: 5564.009766
	Iteration 68Q: 3 clusters Score -1.177112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -11771126.000000 Penalty: 5564.009766
	Iteration 69Q: 3 clusters Score -1.177113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 72911 members 
Entering Unmasked Estep 
Score: -11771129.000000 Penalty: 5564.009766
	Iteration 70Q: 3 clusters Score -1.177113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 72913 members 
Entering Unmasked Estep 
Score: -11771124.000000 Penalty: 5564.009766
	Iteration 71Q: 3 clusters Score -1.177112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -11771133.000000 Penalty: 5564.009766
	Iteration 72Q: 3 clusters Score -1.177113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 72914 members 
Entering Unmasked Estep 
Score: -11771133.000000 Penalty: 5564.009766
	Iteration 73F: 3 clusters Score -1.177113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Entering Unmasked Estep 
Score: -17106372.000000 Penalty: 2875.494629
	Iteration 0F: 2 clusters Score -1.710637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -17036980.000000 Penalty: 5750.989258
	Iteration 0F: 3 clusters Score -1.703698e+07 nChanged 51412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -17066906.000000 Penalty: 5750.989258
	Iteration 1F: 3 clusters Score -1.706691e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -17067792.000000 Penalty: 5750.989258
	Iteration 2Q: 3 clusters Score -1.706779e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -17068898.000000 Penalty: 5750.989258
	Iteration 3Q: 3 clusters Score -1.70689e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -17070488.000000 Penalty: 5750.989258
	Iteration 4Q: 3 clusters Score -1.707049e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -17072492.000000 Penalty: 5750.989258
	Iteration 5Q: 3 clusters Score -1.707249e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 68160 members 
Entering Unmasked Estep 
Score: -17075758.000000 Penalty: 5750.989258
	Iteration 6F: 3 clusters Score -1.707576e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -17080438.000000 Penalty: 5750.989258
	Iteration 7F: 3 clusters Score -1.708044e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 79545 members 
Entering Unmasked Estep 
Score: -17085962.000000 Penalty: 5750.989258
	Iteration 8F: 3 clusters Score -1.708596e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -17091146.000000 Penalty: 5750.989258
	Iteration 9F: 3 clusters Score -1.709115e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -17094958.000000 Penalty: 5750.989258
	Iteration 10Q: 3 clusters Score -1.709496e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -17097824.000000 Penalty: 5750.989258
	Iteration 11Q: 3 clusters Score -1.709782e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -17099842.000000 Penalty: 5750.989258
	Iteration 12Q: 3 clusters Score -1.709984e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -17101128.000000 Penalty: 5750.989258
	Iteration 13Q: 3 clusters Score -1.710113e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -17101916.000000 Penalty: 5750.989258
	Iteration 14Q: 3 clusters Score -1.710192e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -17102626.000000 Penalty: 5750.989258
	Iteration 15Q: 3 clusters Score -1.710263e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 103407 members 
Entering Unmasked Estep 
Score: -17103084.000000 Penalty: 5750.989258
	Iteration 16Q: 3 clusters Score -1.710308e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -17103360.000000 Penalty: 5750.989258
	Iteration 17Q: 3 clusters Score -1.710336e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 105215 members 
Entering Unmasked Estep 
Score: -17103574.000000 Penalty: 5750.989258
	Iteration 18Q: 3 clusters Score -1.710357e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 105815 members 
Entering Unmasked Estep 
Score: -17103746.000000 Penalty: 5750.989258
	Iteration 19Q: 3 clusters Score -1.710375e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -17103850.000000 Penalty: 5750.989258
	Iteration 20F: 3 clusters Score -1.710385e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 106611 members 
Entering Unmasked Estep 
Score: -17103882.000000 Penalty: 5750.989258
	Iteration 21Q: 3 clusters Score -1.710388e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -17103964.000000 Penalty: 5750.989258
	Iteration 22Q: 3 clusters Score -1.710396e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 107037 members 
Entering Unmasked Estep 
Score: -17103970.000000 Penalty: 5750.989258
	Iteration 23Q: 3 clusters Score -1.710397e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -17104006.000000 Penalty: 5750.989258
	Iteration 24Q: 3 clusters Score -1.710401e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -17104016.000000 Penalty: 5750.989258
	Iteration 25Q: 3 clusters Score -1.710402e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -17104032.000000 Penalty: 5750.989258
	Iteration 26Q: 3 clusters Score -1.710403e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 107385 members 
Entering Unmasked Estep 
Score: -17104062.000000 Penalty: 5750.989258
	Iteration 27Q: 3 clusters Score -1.710406e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 107441 members 
Entering Unmasked Estep 
Score: -17104076.000000 Penalty: 5750.989258
	Iteration 28Q: 3 clusters Score -1.710408e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -17104086.000000 Penalty: 5750.989258
	Iteration 29Q: 3 clusters Score -1.710409e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 107529 members 
Entering Unmasked Estep 
Score: -17104112.000000 Penalty: 5750.989258
	Iteration 30Q: 3 clusters Score -1.710411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -17104128.000000 Penalty: 5750.989258
	Iteration 31Q: 3 clusters Score -1.710413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -17104116.000000 Penalty: 5750.989258
	Iteration 32Q: 3 clusters Score -1.710412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 107610 members 
Entering Unmasked Estep 
Score: -17104146.000000 Penalty: 5750.989258
	Iteration 33Q: 3 clusters Score -1.710415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 107619 members 
Entering Unmasked Estep 
Score: -17104156.000000 Penalty: 5750.989258
	Iteration 34Q: 3 clusters Score -1.710416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -17104188.000000 Penalty: 5750.989258
	Iteration 35Q: 3 clusters Score -1.710419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 107642 members 
Entering Unmasked Estep 
Score: -17104156.000000 Penalty: 5750.989258
	Iteration 36Q: 3 clusters Score -1.710416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -17104156.000000 Penalty: 5750.989258
	Iteration 37Q: 3 clusters Score -1.710416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -17104164.000000 Penalty: 5750.989258
	Iteration 38Q: 3 clusters Score -1.710416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -17104170.000000 Penalty: 5750.989258
	Iteration 39Q: 3 clusters Score -1.710417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 107683 members 
Entering Unmasked Estep 
Score: -17104178.000000 Penalty: 5750.989258
	Iteration 40F: 3 clusters Score -1.710418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 107693 members 
Entering Unmasked Estep 
Score: -17104184.000000 Penalty: 5750.989258
	Iteration 41Q: 3 clusters Score -1.710418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -17104184.000000 Penalty: 5750.989258
	Iteration 42Q: 3 clusters Score -1.710418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -17104168.000000 Penalty: 5750.989258
	Iteration 43Q: 3 clusters Score -1.710417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -17104172.000000 Penalty: 5750.989258
	Iteration 44Q: 3 clusters Score -1.710417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -17104172.000000 Penalty: 5750.989258
	Iteration 45F: 3 clusters Score -1.710417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Entering Unmasked Estep 
Score: -786526.562500 Penalty: 2131.120361
	Iteration 0F: 2 clusters Score -786526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -781822.875000 Penalty: 4262.240723
	Iteration 0F: 3 clusters Score -781822.9 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -783194.125000 Penalty: 4262.240723
	Iteration 1F: 3 clusters Score -783194.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -783605.375000 Penalty: 4262.240723
	Iteration 2F: 3 clusters Score -783605.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -783895.500000 Penalty: 4262.240723
	Iteration 3F: 3 clusters Score -783895.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -784124.125000 Penalty: 4262.240723
	Iteration 4F: 3 clusters Score -784124.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -784343.937500 Penalty: 4262.240723
	Iteration 5Q: 3 clusters Score -784343.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -784548.312500 Penalty: 4262.240723
	Iteration 6Q: 3 clusters Score -784548.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -784732.250000 Penalty: 4262.240723
	Iteration 7Q: 3 clusters Score -784732.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -784870.000000 Penalty: 4262.240723
	Iteration 8Q: 3 clusters Score -784870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -784964.125000 Penalty: 4262.240723
	Iteration 9Q: 3 clusters Score -784964.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -785018.250000 Penalty: 4262.240723
	Iteration 10Q: 3 clusters Score -785018.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -785056.875000 Penalty: 4262.240723
	Iteration 11Q: 3 clusters Score -785056.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -785080.187500 Penalty: 4262.240723
	Iteration 12Q: 3 clusters Score -785080.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -785100.875000 Penalty: 4262.240723
	Iteration 13Q: 3 clusters Score -785100.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -785114.875000 Penalty: 4262.240723
	Iteration 14Q: 3 clusters Score -785114.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -785125.250000 Penalty: 4262.240723
	Iteration 15Q: 3 clusters Score -785125.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -785134.812500 Penalty: 4262.240723
	Iteration 16Q: 3 clusters Score -785134.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -785140.375000 Penalty: 4262.240723
	Iteration 17Q: 3 clusters Score -785140.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -785146.062500 Penalty: 4262.240723
	Iteration 18Q: 3 clusters Score -785146.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -785149.750000 Penalty: 4262.240723
	Iteration 19Q: 3 clusters Score -785149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -785151.562500 Penalty: 4262.240723
	Iteration 20F: 3 clusters Score -785151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -785153.125000 Penalty: 4262.240723
	Iteration 21Q: 3 clusters Score -785153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -785152.437500 Penalty: 4262.240723
	Iteration 22Q: 3 clusters Score -785152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -785155.437500 Penalty: 4262.240723
	Iteration 23Q: 3 clusters Score -785155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -785159.812500 Penalty: 4262.240723
	Iteration 24Q: 3 clusters Score -785159.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -785165.625000 Penalty: 4262.240723
	Iteration 25Q: 3 clusters Score -785165.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -785168.125000 Penalty: 4262.240723
	Iteration 26Q: 3 clusters Score -785168.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -785175.000000 Penalty: 4262.240723
	Iteration 27Q: 3 clusters Score -785175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -785178.812500 Penalty: 4262.240723
	Iteration 28Q: 3 clusters Score -785178.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -785181.437500 Penalty: 4262.240723
	Iteration 29Q: 3 clusters Score -785181.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -785184.250000 Penalty: 4262.240723
	Iteration 30Q: 3 clusters Score -785184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -785188.750000 Penalty: 4262.240723
	Iteration 31Q: 3 clusters Score -785188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -785190.687500 Penalty: 4262.240723
	Iteration 32Q: 3 clusters Score -785190.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -785194.687500 Penalty: 4262.240723
	Iteration 33Q: 3 clusters Score -785194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -785193.687500 Penalty: 4262.240723
	Iteration 34Q: 3 clusters Score -785193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -785196.375000 Penalty: 4262.240723
	Iteration 35Q: 3 clusters Score -785196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -785198.125000 Penalty: 4262.240723
	Iteration 36Q: 3 clusters Score -785198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -785198.625000 Penalty: 4262.240723
	Iteration 37Q: 3 clusters Score -785198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -785200.062500 Penalty: 4262.240723
	Iteration 38Q: 3 clusters Score -785200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -785201.125000 Penalty: 4262.240723
	Iteration 39Q: 3 clusters Score -785201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -785202.687500 Penalty: 4262.240723
	Iteration 40F: 3 clusters Score -785202.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -563464.125000 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -563464.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -559814.062500 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -559814.1 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -560613.937500 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -560613.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -560799.000000 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -560799 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -560915.437500 Penalty: 4065.706055
	Iteration 3Q: 3 clusters Score -560915.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -561017.750000 Penalty: 4065.706055
	Iteration 4Q: 3 clusters Score -561017.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -561097.562500 Penalty: 4065.706055
	Iteration 5Q: 3 clusters Score -561097.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -561157.375000 Penalty: 4065.706055
	Iteration 6Q: 3 clusters Score -561157.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -561207.187500 Penalty: 4065.706055
	Iteration 7Q: 3 clusters Score -561207.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -561246.687500 Penalty: 4065.706055
	Iteration 8Q: 3 clusters Score -561246.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -561279.687500 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -561279.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -561313.250000 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -561313.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -561339.437500 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -561339.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -561361.062500 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -561361.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -561380.625000 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -561380.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -561398.375000 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -561398.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -561417.437500 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -561417.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -561436.750000 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -561436.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -561452.062500 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -561452.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -561468.562500 Penalty: 4065.706055
	Iteration 18Q: 3 clusters Score -561468.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -561486.375000 Penalty: 4065.706055
	Iteration 19Q: 3 clusters Score -561486.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -561500.875000 Penalty: 4065.706055
	Iteration 20F: 3 clusters Score -561500.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -561512.812500 Penalty: 4065.706055
	Iteration 21Q: 3 clusters Score -561512.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -561525.437500 Penalty: 4065.706055
	Iteration 22Q: 3 clusters Score -561525.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -561539.812500 Penalty: 4065.706055
	Iteration 23Q: 3 clusters Score -561539.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -561550.437500 Penalty: 4065.706055
	Iteration 24Q: 3 clusters Score -561550.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -561561.000000 Penalty: 4065.706055
	Iteration 25Q: 3 clusters Score -561561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -561568.375000 Penalty: 4065.706055
	Iteration 26Q: 3 clusters Score -561568.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -561574.437500 Penalty: 4065.706055
	Iteration 27Q: 3 clusters Score -561574.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -561579.187500 Penalty: 4065.706055
	Iteration 28Q: 3 clusters Score -561579.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -561584.312500 Penalty: 4065.706055
	Iteration 29Q: 3 clusters Score -561584.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -561587.812500 Penalty: 4065.706055
	Iteration 30Q: 3 clusters Score -561587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -561592.125000 Penalty: 4065.706055
	Iteration 31Q: 3 clusters Score -561592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -561595.125000 Penalty: 4065.706055
	Iteration 32Q: 3 clusters Score -561595.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -561601.062500 Penalty: 4065.706055
	Iteration 33Q: 3 clusters Score -561601.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -561605.125000 Penalty: 4065.706055
	Iteration 34Q: 3 clusters Score -561605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -561608.937500 Penalty: 4065.706055
	Iteration 35Q: 3 clusters Score -561608.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -561614.562500 Penalty: 4065.706055
	Iteration 36Q: 3 clusters Score -561614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -561620.687500 Penalty: 4065.706055
	Iteration 37Q: 3 clusters Score -561620.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -561631.812500 Penalty: 4065.706055
	Iteration 38Q: 3 clusters Score -561631.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -561642.937500 Penalty: 4065.706055
	Iteration 39Q: 3 clusters Score -561642.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -561650.312500 Penalty: 4065.706055
	Iteration 40F: 3 clusters Score -561650.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -561656.937500 Penalty: 4065.706055
	Iteration 41Q: 3 clusters Score -561656.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -561664.125000 Penalty: 4065.706055
	Iteration 42Q: 3 clusters Score -561664.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -561672.062500 Penalty: 4065.706055
	Iteration 43Q: 3 clusters Score -561672.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -561676.187500 Penalty: 4065.706055
	Iteration 44Q: 3 clusters Score -561676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -561680.187500 Penalty: 4065.706055
	Iteration 45Q: 3 clusters Score -561680.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -561683.250000 Penalty: 4065.706055
	Iteration 46Q: 3 clusters Score -561683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -561685.875000 Penalty: 4065.706055
	Iteration 47Q: 3 clusters Score -561685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -561689.625000 Penalty: 4065.706055
	Iteration 48Q: 3 clusters Score -561689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -561691.437500 Penalty: 4065.706055
	Iteration 49Q: 3 clusters Score -561691.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -561699.250000 Penalty: 4065.706055
	Iteration 50Q: 3 clusters Score -561699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -561708.562500 Penalty: 4065.706055
	Iteration 51Q: 3 clusters Score -561708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -561715.500000 Penalty: 4065.706055
	Iteration 52Q: 3 clusters Score -561715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -561726.750000 Penalty: 4065.706055
	Iteration 53Q: 3 clusters Score -561726.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -561738.187500 Penalty: 4065.706055
	Iteration 54Q: 3 clusters Score -561738.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -561747.375000 Penalty: 4065.706055
	Iteration 55Q: 3 clusters Score -561747.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -561756.500000 Penalty: 4065.706055
	Iteration 56Q: 3 clusters Score -561756.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -561763.187500 Penalty: 4065.706055
	Iteration 57Q: 3 clusters Score -561763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -561768.500000 Penalty: 4065.706055
	Iteration 58Q: 3 clusters Score -561768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -561770.937500 Penalty: 4065.706055
	Iteration 59Q: 3 clusters Score -561770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -561772.625000 Penalty: 4065.706055
	Iteration 60F: 3 clusters Score -561772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -561773.687500 Penalty: 4065.706055
	Iteration 61Q: 3 clusters Score -561773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -561774.812500 Penalty: 4065.706055
	Iteration 62Q: 3 clusters Score -561774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -561775.500000 Penalty: 4065.706055
	Iteration 63Q: 3 clusters Score -561775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -561775.500000 Penalty: 4065.706055
	Iteration 64F: 3 clusters Score -561775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Entering Unmasked Estep 
Score: -1376847.250000 Penalty: 2262.594727
	Iteration 0F: 2 clusters Score -1376847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1369769.125000 Penalty: 4525.189453
	Iteration 0F: 3 clusters Score -1369769 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1371929.000000 Penalty: 4525.189453
	Iteration 1F: 3 clusters Score -1371929 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1372342.000000 Penalty: 4525.189453
	Iteration 2F: 3 clusters Score -1372342 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1372659.875000 Penalty: 4525.189453
	Iteration 3F: 3 clusters Score -1372660 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1372925.125000 Penalty: 4525.189453
	Iteration 4Q: 3 clusters Score -1372925 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1373201.000000 Penalty: 4525.189453
	Iteration 5Q: 3 clusters Score -1373201 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1373436.125000 Penalty: 4525.189453
	Iteration 6Q: 3 clusters Score -1373436 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1373666.125000 Penalty: 4525.189453
	Iteration 7Q: 3 clusters Score -1373666 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1373896.875000 Penalty: 4525.189453
	Iteration 8Q: 3 clusters Score -1373897 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1374100.250000 Penalty: 4525.189453
	Iteration 9Q: 3 clusters Score -1374100 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1374263.250000 Penalty: 4525.189453
	Iteration 10Q: 3 clusters Score -1374263 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1374403.000000 Penalty: 4525.189453
	Iteration 11Q: 3 clusters Score -1374403 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1374515.000000 Penalty: 4525.189453
	Iteration 12Q: 3 clusters Score -1374515 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1374608.250000 Penalty: 4525.189453
	Iteration 13Q: 3 clusters Score -1374608 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1374689.875000 Penalty: 4525.189453
	Iteration 14Q: 3 clusters Score -1374690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1374765.375000 Penalty: 4525.189453
	Iteration 15Q: 3 clusters Score -1374765 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1374829.125000 Penalty: 4525.189453
	Iteration 16Q: 3 clusters Score -1374829 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1374868.375000 Penalty: 4525.189453
	Iteration 17Q: 3 clusters Score -1374868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1374901.250000 Penalty: 4525.189453
	Iteration 18Q: 3 clusters Score -1374901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1374928.125000 Penalty: 4525.189453
	Iteration 19Q: 3 clusters Score -1374928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1374945.125000 Penalty: 4525.189453
	Iteration 20F: 3 clusters Score -1374945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1374966.750000 Penalty: 4525.189453
	Iteration 21Q: 3 clusters Score -1374967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1374983.250000 Penalty: 4525.189453
	Iteration 22Q: 3 clusters Score -1374983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1375001.375000 Penalty: 4525.189453
	Iteration 23Q: 3 clusters Score -1375001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1375008.500000 Penalty: 4525.189453
	Iteration 24Q: 3 clusters Score -1375008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1375015.500000 Penalty: 4525.189453
	Iteration 25Q: 3 clusters Score -1375016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1375021.000000 Penalty: 4525.189453
	Iteration 26Q: 3 clusters Score -1375021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1375029.625000 Penalty: 4525.189453
	Iteration 27Q: 3 clusters Score -1375030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1375031.750000 Penalty: 4525.189453
	Iteration 28Q: 3 clusters Score -1375032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1375032.125000 Penalty: 4525.189453
	Iteration 29Q: 3 clusters Score -1375032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1375032.750000 Penalty: 4525.189453
	Iteration 30Q: 3 clusters Score -1375033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1375032.625000 Penalty: 4525.189453
	Iteration 31Q: 3 clusters Score -1375033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1375031.500000 Penalty: 4525.189453
	Iteration 32Q: 3 clusters Score -1375032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1375035.500000 Penalty: 4525.189453
	Iteration 33Q: 3 clusters Score -1375036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1375035.375000 Penalty: 4525.189453
	Iteration 34Q: 3 clusters Score -1375035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1375038.500000 Penalty: 4525.189453
	Iteration 35Q: 3 clusters Score -1375038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1375040.250000 Penalty: 4525.189453
	Iteration 36Q: 3 clusters Score -1375040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1375039.250000 Penalty: 4525.189453
	Iteration 37Q: 3 clusters Score -1375039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1375039.250000 Penalty: 4525.189453
	Iteration 38F: 3 clusters Score -1375039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -1570516.875000 Penalty: 2280.919189
	Iteration 0F: 2 clusters Score -1570517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1562910.125000 Penalty: 4561.838379
	Iteration 0F: 3 clusters Score -1562910 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1565096.750000 Penalty: 4561.838379
	Iteration 1F: 3 clusters Score -1565097 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1565478.750000 Penalty: 4561.838379
	Iteration 2F: 3 clusters Score -1565479 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1565821.500000 Penalty: 4561.838379
	Iteration 3F: 3 clusters Score -1565822 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1566139.375000 Penalty: 4561.838379
	Iteration 4Q: 3 clusters Score -1566139 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1566585.500000 Penalty: 4561.838379
	Iteration 5F: 3 clusters Score -1566586 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1567116.000000 Penalty: 4561.838379
	Iteration 6F: 3 clusters Score -1567116 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1567661.375000 Penalty: 4561.838379
	Iteration 7F: 3 clusters Score -1567661 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1568161.375000 Penalty: 4561.838379
	Iteration 8F: 3 clusters Score -1568161 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1568498.875000 Penalty: 4561.838379
	Iteration 9Q: 3 clusters Score -1568499 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1568725.125000 Penalty: 4561.838379
	Iteration 10Q: 3 clusters Score -1568725 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1568905.250000 Penalty: 4561.838379
	Iteration 11Q: 3 clusters Score -1568905 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1569008.625000 Penalty: 4561.838379
	Iteration 12Q: 3 clusters Score -1569009 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1569081.750000 Penalty: 4561.838379
	Iteration 13Q: 3 clusters Score -1569082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1569135.625000 Penalty: 4561.838379
	Iteration 14Q: 3 clusters Score -1569136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1569168.250000 Penalty: 4561.838379
	Iteration 15Q: 3 clusters Score -1569168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1569189.500000 Penalty: 4561.838379
	Iteration 16Q: 3 clusters Score -1569190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1569206.375000 Penalty: 4561.838379
	Iteration 17Q: 3 clusters Score -1569206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1569225.125000 Penalty: 4561.838379
	Iteration 18Q: 3 clusters Score -1569225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1569240.625000 Penalty: 4561.838379
	Iteration 19Q: 3 clusters Score -1569241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1569247.125000 Penalty: 4561.838379
	Iteration 20F: 3 clusters Score -1569247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1569257.500000 Penalty: 4561.838379
	Iteration 21Q: 3 clusters Score -1569258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1569265.500000 Penalty: 4561.838379
	Iteration 22Q: 3 clusters Score -1569266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1569268.375000 Penalty: 4561.838379
	Iteration 23Q: 3 clusters Score -1569268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1569276.625000 Penalty: 4561.838379
	Iteration 24Q: 3 clusters Score -1569277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1569278.125000 Penalty: 4561.838379
	Iteration 25Q: 3 clusters Score -1569278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1569279.750000 Penalty: 4561.838379
	Iteration 26Q: 3 clusters Score -1569280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1569281.250000 Penalty: 4561.838379
	Iteration 27Q: 3 clusters Score -1569281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1569284.625000 Penalty: 4561.838379
	Iteration 28Q: 3 clusters Score -1569285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1569283.125000 Penalty: 4561.838379
	Iteration 29Q: 3 clusters Score -1569283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1569283.125000 Penalty: 4561.838379
	Iteration 30F: 3 clusters Score -1569283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (29143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Entering Unmasked Estep 
Score: -4607689.000000 Penalty: 2549.432617
	Iteration 0F: 2 clusters Score -4607689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4587680.500000 Penalty: 5098.865234
	Iteration 0F: 3 clusters Score -4587680 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4595221.000000 Penalty: 5098.865234
	Iteration 1F: 3 clusters Score -4595221 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4596143.500000 Penalty: 5098.865234
	Iteration 2F: 3 clusters Score -4596144 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4597123.500000 Penalty: 5098.865234
	Iteration 3F: 3 clusters Score -4597124 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4598235.000000 Penalty: 5098.865234
	Iteration 4F: 3 clusters Score -4598235 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4599436.500000 Penalty: 5098.865234
	Iteration 5F: 3 clusters Score -4599436 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4600755.500000 Penalty: 5098.865234
	Iteration 6F: 3 clusters Score -4600756 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -4602191.000000 Penalty: 5098.865234
	Iteration 7F: 3 clusters Score -4602191 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4603614.500000 Penalty: 5098.865234
	Iteration 8F: 3 clusters Score -4603614 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4604851.500000 Penalty: 5098.865234
	Iteration 9F: 3 clusters Score -4604852 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -4605900.500000 Penalty: 5098.865234
	Iteration 10Q: 3 clusters Score -4605900 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4606689.000000 Penalty: 5098.865234
	Iteration 11Q: 3 clusters Score -4606689 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4607244.000000 Penalty: 5098.865234
	Iteration 12Q: 3 clusters Score -4607244 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -4607611.000000 Penalty: 5098.865234
	Iteration 13Q: 3 clusters Score -4607611 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4607812.500000 Penalty: 5098.865234
	Iteration 14Q: 3 clusters Score -4607812 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4607937.000000 Penalty: 5098.865234
	Iteration 15Q: 3 clusters Score -4607937 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -4607994.000000 Penalty: 5098.865234
	Iteration 16Q: 3 clusters Score -4607994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4608019.500000 Penalty: 5098.865234
	Iteration 17Q: 3 clusters Score -4608020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4608035.000000 Penalty: 5098.865234
	Iteration 18Q: 3 clusters Score -4608035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -4608043.000000 Penalty: 5098.865234
	Iteration 19Q: 3 clusters Score -4608043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4608043.000000 Penalty: 5098.865234
	Iteration 20F: 3 clusters Score -4608043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -4608059.500000 Penalty: 5098.865234
	Iteration 21Q: 3 clusters Score -4608060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4608057.500000 Penalty: 5098.865234
	Iteration 22Q: 3 clusters Score -4608058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -4608053.500000 Penalty: 5098.865234
	Iteration 23Q: 3 clusters Score -4608054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4608055.500000 Penalty: 5098.865234
	Iteration 24Q: 3 clusters Score -4608056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4608053.000000 Penalty: 5098.865234
	Iteration 25Q: 3 clusters Score -4608053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -4608061.500000 Penalty: 5098.865234
	Iteration 26Q: 3 clusters Score -4608062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -4608060.500000 Penalty: 5098.865234
	Iteration 27Q: 3 clusters Score -4608060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4608059.500000 Penalty: 5098.865234
	Iteration 28Q: 3 clusters Score -4608060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -4608056.500000 Penalty: 5098.865234
	Iteration 29Q: 3 clusters Score -4608056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -4608063.500000 Penalty: 5098.865234
	Iteration 30Q: 3 clusters Score -4608064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4608065.000000 Penalty: 5098.865234
	Iteration 31Q: 3 clusters Score -4608065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4608065.500000 Penalty: 5098.865234
	Iteration 32Q: 3 clusters Score -4608066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4608065.500000 Penalty: 5098.865234
	Iteration 33F: 3 clusters Score -4608066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2572 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 27856 members 
Entering Unmasked Estep 
Score: -86685032.000000 Penalty: 101820.867188
Splitting cluster 9 changes total score from -86685056.000000 to -86685032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Entering Unmasked Estep 
Score: -1477091.125000 Penalty: 2270.999512
	Iteration 0F: 2 clusters Score -1477091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1469783.250000 Penalty: 4541.999023
	Iteration 0F: 3 clusters Score -1469783 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1471909.625000 Penalty: 4541.999023
	Iteration 1F: 3 clusters Score -1471910 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1472254.875000 Penalty: 4541.999023
	Iteration 2F: 3 clusters Score -1472255 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1472497.500000 Penalty: 4541.999023
	Iteration 3F: 3 clusters Score -1472498 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1472695.750000 Penalty: 4541.999023
	Iteration 4Q: 3 clusters Score -1472696 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1472869.625000 Penalty: 4541.999023
	Iteration 5Q: 3 clusters Score -1472870 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1473011.250000 Penalty: 4541.999023
	Iteration 6Q: 3 clusters Score -1473011 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1473140.375000 Penalty: 4541.999023
	Iteration 7Q: 3 clusters Score -1473140 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1473280.375000 Penalty: 4541.999023
	Iteration 8Q: 3 clusters Score -1473280 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1473434.375000 Penalty: 4541.999023
	Iteration 9Q: 3 clusters Score -1473434 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1473568.750000 Penalty: 4541.999023
	Iteration 10Q: 3 clusters Score -1473569 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1473698.250000 Penalty: 4541.999023
	Iteration 11Q: 3 clusters Score -1473698 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1473822.750000 Penalty: 4541.999023
	Iteration 12Q: 3 clusters Score -1473823 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1473940.875000 Penalty: 4541.999023
	Iteration 13Q: 3 clusters Score -1473941 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1474084.250000 Penalty: 4541.999023
	Iteration 14Q: 3 clusters Score -1474084 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1474230.125000 Penalty: 4541.999023
	Iteration 15Q: 3 clusters Score -1474230 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1474378.500000 Penalty: 4541.999023
	Iteration 16Q: 3 clusters Score -1474378 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1474510.500000 Penalty: 4541.999023
	Iteration 17Q: 3 clusters Score -1474510 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1474626.625000 Penalty: 4541.999023
	Iteration 18Q: 3 clusters Score -1474627 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1474735.000000 Penalty: 4541.999023
	Iteration 19Q: 3 clusters Score -1474735 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1474810.250000 Penalty: 4541.999023
	Iteration 20F: 3 clusters Score -1474810 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1474891.625000 Penalty: 4541.999023
	Iteration 21Q: 3 clusters Score -1474892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1474948.125000 Penalty: 4541.999023
	Iteration 22Q: 3 clusters Score -1474948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1474997.750000 Penalty: 4541.999023
	Iteration 23Q: 3 clusters Score -1474998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1475030.500000 Penalty: 4541.999023
	Iteration 24Q: 3 clusters Score -1475030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1475062.375000 Penalty: 4541.999023
	Iteration 25Q: 3 clusters Score -1475062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1475096.875000 Penalty: 4541.999023
	Iteration 26Q: 3 clusters Score -1475097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1475124.125000 Penalty: 4541.999023
	Iteration 27Q: 3 clusters Score -1475124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1475140.750000 Penalty: 4541.999023
	Iteration 28Q: 3 clusters Score -1475141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1475159.125000 Penalty: 4541.999023
	Iteration 29Q: 3 clusters Score -1475159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1475173.375000 Penalty: 4541.999023
	Iteration 30Q: 3 clusters Score -1475173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1475181.375000 Penalty: 4541.999023
	Iteration 31Q: 3 clusters Score -1475181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1475189.000000 Penalty: 4541.999023
	Iteration 32Q: 3 clusters Score -1475189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1475196.625000 Penalty: 4541.999023
	Iteration 33Q: 3 clusters Score -1475197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1475203.000000 Penalty: 4541.999023
	Iteration 34Q: 3 clusters Score -1475203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1475210.000000 Penalty: 4541.999023
	Iteration 35Q: 3 clusters Score -1475210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1475217.375000 Penalty: 4541.999023
	Iteration 36Q: 3 clusters Score -1475217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1475225.625000 Penalty: 4541.999023
	Iteration 37Q: 3 clusters Score -1475226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1475233.750000 Penalty: 4541.999023
	Iteration 38Q: 3 clusters Score -1475234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1475239.500000 Penalty: 4541.999023
	Iteration 39Q: 3 clusters Score -1475240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1475240.000000 Penalty: 4541.999023
	Iteration 40F: 3 clusters Score -1475240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1475241.500000 Penalty: 4541.999023
	Iteration 41Q: 3 clusters Score -1475242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1475243.750000 Penalty: 4541.999023
	Iteration 42Q: 3 clusters Score -1475244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1475249.000000 Penalty: 4541.999023
	Iteration 43Q: 3 clusters Score -1475249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1475249.125000 Penalty: 4541.999023
	Iteration 44Q: 3 clusters Score -1475249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1475250.250000 Penalty: 4541.999023
	Iteration 45Q: 3 clusters Score -1475250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1475250.250000 Penalty: 4541.999023
	Iteration 46F: 3 clusters Score -1475250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Entering Unmasked Estep 
Score: -24103288.000000 Penalty: 2961.308105
	Iteration 0F: 2 clusters Score -2.410329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -24010806.000000 Penalty: 5922.616211
	Iteration 0F: 3 clusters Score -2.401081e+07 nChanged 73166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -24053784.000000 Penalty: 5922.616211
	Iteration 1F: 3 clusters Score -2.405378e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -24055064.000000 Penalty: 5922.616211
	Iteration 2Q: 3 clusters Score -2.405506e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -24057018.000000 Penalty: 5922.616211
	Iteration 3Q: 3 clusters Score -2.405702e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68743 members 
Mstep: Class 2 contains 84650 members 
Entering Unmasked Estep 
Score: -24059770.000000 Penalty: 5922.616211
	Iteration 4Q: 3 clusters Score -2.405977e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -24063912.000000 Penalty: 5922.616211
	Iteration 5F: 3 clusters Score -2.406391e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 93535 members 
Entering Unmasked Estep 
Score: -24069202.000000 Penalty: 5922.616211
	Iteration 6F: 3 clusters Score -2.40692e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -24075788.000000 Penalty: 5922.616211
	Iteration 7F: 3 clusters Score -2.407579e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -24083494.000000 Penalty: 5922.616211
	Iteration 8F: 3 clusters Score -2.408349e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 113695 members 
Entering Unmasked Estep 
Score: -24091296.000000 Penalty: 5922.616211
	Iteration 9F: 3 clusters Score -2.40913e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -24097054.000000 Penalty: 5922.616211
	Iteration 10Q: 3 clusters Score -2.409705e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 123817 members 
Entering Unmasked Estep 
Score: -24099572.000000 Penalty: 5922.616211
	Iteration 11Q: 3 clusters Score -2.409957e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 127911 members 
Entering Unmasked Estep 
Score: -24100544.000000 Penalty: 5922.616211
	Iteration 12Q: 3 clusters Score -2.410054e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 131867 members 
Entering Unmasked Estep 
Score: -24100896.000000 Penalty: 5922.616211
	Iteration 13Q: 3 clusters Score -2.41009e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -24100982.000000 Penalty: 5922.616211
	Iteration 14Q: 3 clusters Score -2.410098e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 138969 members 
Entering Unmasked Estep 
Score: -24100988.000000 Penalty: 5922.616211
	Iteration 15Q: 3 clusters Score -2.410099e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 141889 members 
Entering Unmasked Estep 
Score: -24100890.000000 Penalty: 5922.616211
	Iteration 16Q: 3 clusters Score -2.410089e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 144334 members 
Entering Unmasked Estep 
Score: -24100982.000000 Penalty: 5922.616211
	Iteration 17Q: 3 clusters Score -2.410098e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 146271 members 
Entering Unmasked Estep 
Score: -24100760.000000 Penalty: 5922.616211
	Iteration 18Q: 3 clusters Score -2.410076e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 147770 members 
Entering Unmasked Estep 
Score: -24100696.000000 Penalty: 5922.616211
	Iteration 19Q: 3 clusters Score -2.41007e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 148949 members 
Entering Unmasked Estep 
Score: -24100726.000000 Penalty: 5922.616211
	Iteration 20F: 3 clusters Score -2.410073e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 149997 members 
Entering Unmasked Estep 
Score: -24100776.000000 Penalty: 5922.616211
	Iteration 21Q: 3 clusters Score -2.410078e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -24100880.000000 Penalty: 5922.616211
	Iteration 22Q: 3 clusters Score -2.410088e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -24100834.000000 Penalty: 5922.616211
	Iteration 23Q: 3 clusters Score -2.410083e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 151853 members 
Entering Unmasked Estep 
Score: -24100882.000000 Penalty: 5922.616211
	Iteration 24Q: 3 clusters Score -2.410088e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 152167 members 
Entering Unmasked Estep 
Score: -24100916.000000 Penalty: 5922.616211
	Iteration 25Q: 3 clusters Score -2.410092e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 152398 members 
Entering Unmasked Estep 
Score: -24100880.000000 Penalty: 5922.616211
	Iteration 26Q: 3 clusters Score -2.410088e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 152557 members 
Entering Unmasked Estep 
Score: -24100904.000000 Penalty: 5922.616211
	Iteration 27Q: 3 clusters Score -2.41009e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -24100916.000000 Penalty: 5922.616211
	Iteration 28Q: 3 clusters Score -2.410092e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -24100892.000000 Penalty: 5922.616211
	Iteration 29Q: 3 clusters Score -2.410089e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -24100882.000000 Penalty: 5922.616211
	Iteration 30Q: 3 clusters Score -2.410088e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 152828 members 
Entering Unmasked Estep 
Score: -24100922.000000 Penalty: 5922.616211
	Iteration 31Q: 3 clusters Score -2.410092e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -24100916.000000 Penalty: 5922.616211
	Iteration 32Q: 3 clusters Score -2.410092e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 152881 members 
Entering Unmasked Estep 
Score: -24100894.000000 Penalty: 5922.616211
	Iteration 33Q: 3 clusters Score -2.410089e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 152899 members 
Entering Unmasked Estep 
Score: -24100912.000000 Penalty: 5922.616211
	Iteration 34Q: 3 clusters Score -2.410091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 152905 members 
Entering Unmasked Estep 
Score: -24100912.000000 Penalty: 5922.616211
	Iteration 35Q: 3 clusters Score -2.410091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -24100918.000000 Penalty: 5922.616211
	Iteration 36Q: 3 clusters Score -2.410092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 152917 members 
Entering Unmasked Estep 
Score: -24100922.000000 Penalty: 5922.616211
	Iteration 37Q: 3 clusters Score -2.410092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 152924 members 
Entering Unmasked Estep 
Score: -24100920.000000 Penalty: 5922.616211
	Iteration 38Q: 3 clusters Score -2.410092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -24100918.000000 Penalty: 5922.616211
	Iteration 39Q: 3 clusters Score -2.410092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 152933 members 
Entering Unmasked Estep 
Score: -24100892.000000 Penalty: 5922.616211
	Iteration 40F: 3 clusters Score -2.410089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 152935 members 
Entering Unmasked Estep 
Score: -24100902.000000 Penalty: 5922.616211
	Iteration 41Q: 3 clusters Score -2.41009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -24100912.000000 Penalty: 5922.616211
	Iteration 42Q: 3 clusters Score -2.410091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 152945 members 
Entering Unmasked Estep 
Score: -24100922.000000 Penalty: 5922.616211
	Iteration 43Q: 3 clusters Score -2.410092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -24100914.000000 Penalty: 5922.616211
	Iteration 44Q: 3 clusters Score -2.410091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -24100910.000000 Penalty: 5922.616211
	Iteration 45Q: 3 clusters Score -2.410091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -24100910.000000 Penalty: 5922.616211
	Iteration 46Q: 3 clusters Score -2.410091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -24100902.000000 Penalty: 5922.616211
	Iteration 47Q: 3 clusters Score -2.41009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 152962 members 
Entering Unmasked Estep 
Score: -24100912.000000 Penalty: 5922.616211
	Iteration 48Q: 3 clusters Score -2.410091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -24100912.000000 Penalty: 5922.616211
	Iteration 49Q: 3 clusters Score -2.410091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 152963 members 
Entering Unmasked Estep 
Score: -24100912.000000 Penalty: 5922.616211
	Iteration 50F: 3 clusters Score -2.410091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -282201.031250 Penalty: 1869.414673
	Iteration 0F: 2 clusters Score -282201 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 907 members 
Entering Unmasked Estep 
Score: -279683.281250 Penalty: 3738.829346
	Iteration 0F: 3 clusters Score -279683.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -280109.812500 Penalty: 3738.829346
	Iteration 1F: 3 clusters Score -280109.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -280219.656250 Penalty: 3738.829346
	Iteration 2F: 3 clusters Score -280219.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -280268.250000 Penalty: 3738.829346
	Iteration 3Q: 3 clusters Score -280268.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -280301.281250 Penalty: 3738.829346
	Iteration 4Q: 3 clusters Score -280301.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -280324.656250 Penalty: 3738.829346
	Iteration 5Q: 3 clusters Score -280324.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -280334.500000 Penalty: 3738.829346
	Iteration 6Q: 3 clusters Score -280334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -280337.343750 Penalty: 3738.829346
	Iteration 7Q: 3 clusters Score -280337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -280341.437500 Penalty: 3738.829346
	Iteration 8Q: 3 clusters Score -280341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -280343.000000 Penalty: 3738.829346
	Iteration 9Q: 3 clusters Score -280343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -280344.687500 Penalty: 3738.829346
	Iteration 10Q: 3 clusters Score -280344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -280345.281250 Penalty: 3738.829346
	Iteration 11Q: 3 clusters Score -280345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -280346.593750 Penalty: 3738.829346
	Iteration 12Q: 3 clusters Score -280346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -280350.500000 Penalty: 3738.829346
	Iteration 13Q: 3 clusters Score -280350.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -280352.750000 Penalty: 3738.829346
	Iteration 14Q: 3 clusters Score -280352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -280356.750000 Penalty: 3738.829346
	Iteration 15Q: 3 clusters Score -280356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -280358.906250 Penalty: 3738.829346
	Iteration 16Q: 3 clusters Score -280358.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -280360.125000 Penalty: 3738.829346
	Iteration 17Q: 3 clusters Score -280360.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -280362.531250 Penalty: 3738.829346
	Iteration 18Q: 3 clusters Score -280362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -280364.375000 Penalty: 3738.829346
	Iteration 19Q: 3 clusters Score -280364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -280365.031250 Penalty: 3738.829346
	Iteration 20F: 3 clusters Score -280365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -337756.312500 Penalty: 1947.404907
	Iteration 0F: 2 clusters Score -337756.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -334877.062500 Penalty: 3894.809814
	Iteration 0F: 3 clusters Score -334877.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -336760.281250 Penalty: 3894.809814
	Iteration 1F: 3 clusters Score -336760.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -338915.593750 Penalty: 3894.809814
	Iteration 2F: 3 clusters Score -338915.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -341137.093750 Penalty: 3894.809814
	Iteration 3F: 3 clusters Score -341137.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -342874.906250 Penalty: 3894.809814
	Iteration 4F: 3 clusters Score -342874.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -343877.062500 Penalty: 3894.809814
	Iteration 5Q: 3 clusters Score -343877.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -344306.593750 Penalty: 3894.809814
	Iteration 6Q: 3 clusters Score -344306.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -344360.656250 Penalty: 3894.809814
	Iteration 7Q: 3 clusters Score -344360.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -344371.312500 Penalty: 3894.809814
	Iteration 8Q: 3 clusters Score -344371.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -344378.187500 Penalty: 3894.809814
	Iteration 9Q: 3 clusters Score -344378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -344389.718750 Penalty: 3894.809814
	Iteration 10Q: 3 clusters Score -344389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -344410.750000 Penalty: 3894.809814
	Iteration 11Q: 3 clusters Score -344410.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -344453.156250 Penalty: 3894.809814
	Iteration 12Q: 3 clusters Score -344453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -344501.906250 Penalty: 3894.809814
	Iteration 13Q: 3 clusters Score -344501.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -344555.937500 Penalty: 3894.809814
	Iteration 14Q: 3 clusters Score -344555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -344642.437500 Penalty: 3894.809814
	Iteration 15Q: 3 clusters Score -344642.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -344788.875000 Penalty: 3894.809814
	Iteration 16Q: 3 clusters Score -344788.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -344948.593750 Penalty: 3894.809814
	Iteration 17Q: 3 clusters Score -344948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -345108.656250 Penalty: 3894.809814
	Iteration 18Q: 3 clusters Score -345108.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -345146.187500 Penalty: 3894.809814
	Iteration 19Q: 3 clusters Score -345146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -345149.968750 Penalty: 3894.809814
	Iteration 20F: 3 clusters Score -345150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -345154.937500 Penalty: 3894.809814
	Iteration 21Q: 3 clusters Score -345154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -345163.531250 Penalty: 3894.809814
	Iteration 22Q: 3 clusters Score -345163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -345171.281250 Penalty: 3894.809814
	Iteration 23Q: 3 clusters Score -345171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -345182.718750 Penalty: 3894.809814
	Iteration 24Q: 3 clusters Score -345182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -345206.656250 Penalty: 3894.809814
	Iteration 25Q: 3 clusters Score -345206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -345370.562500 Penalty: 3894.809814
	Iteration 26Q: 3 clusters Score -345370.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -345607.968750 Penalty: 3894.809814
	Iteration 27Q: 3 clusters Score -345608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -345723.375000 Penalty: 3894.809814
	Iteration 28Q: 3 clusters Score -345723.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -345988.187500 Penalty: 3894.809814
	Iteration 29Q: 3 clusters Score -345988.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -346557.093750 Penalty: 3894.809814
	Iteration 30Q: 3 clusters Score -346557.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -346747.312500 Penalty: 3894.809814
	Iteration 31Q: 3 clusters Score -346747.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -346847.875000 Penalty: 3894.809814
	Iteration 32Q: 3 clusters Score -346847.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -346947.437500 Penalty: 3894.809814
	Iteration 33Q: 3 clusters Score -346947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -347020.250000 Penalty: 3894.809814
	Iteration 34Q: 3 clusters Score -347020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -347029.437500 Penalty: 3894.809814
	Iteration 35Q: 3 clusters Score -347029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -347030.750000 Penalty: 3894.809814
	Iteration 36F: 3 clusters Score -347030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -347032.937500 Penalty: 3894.809814
	Iteration 37Q: 3 clusters Score -347032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -347032.937500 Penalty: 3894.809814
	Iteration 38F: 3 clusters Score -347032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 1444 members 
Entering Unmasked Estep 
Score: -86693328.000000 Penalty: 101820.867188
Splitting cluster 13 changes total score from -86685056.000000 to -86693328.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 14 (13631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Entering Unmasked Estep 
Score: -2090872.125000 Penalty: 2360.985107
	Iteration 0F: 2 clusters Score -2090872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2080876.125000 Penalty: 4721.970215
	Iteration 0F: 3 clusters Score -2080876 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2084147.875000 Penalty: 4721.970215
	Iteration 1F: 3 clusters Score -2084148 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2084751.375000 Penalty: 4721.970215
	Iteration 2F: 3 clusters Score -2084751 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2085359.250000 Penalty: 4721.970215
	Iteration 3F: 3 clusters Score -2085359 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2085941.125000 Penalty: 4721.970215
	Iteration 4F: 3 clusters Score -2085941 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2086470.750000 Penalty: 4721.970215
	Iteration 5F: 3 clusters Score -2086471 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2086906.250000 Penalty: 4721.970215
	Iteration 6F: 3 clusters Score -2086906 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2087274.500000 Penalty: 4721.970215
	Iteration 7Q: 3 clusters Score -2087274 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2087597.000000 Penalty: 4721.970215
	Iteration 8Q: 3 clusters Score -2087597 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2087858.875000 Penalty: 4721.970215
	Iteration 9Q: 3 clusters Score -2087859 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2088081.250000 Penalty: 4721.970215
	Iteration 10Q: 3 clusters Score -2088081 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2088297.000000 Penalty: 4721.970215
	Iteration 11Q: 3 clusters Score -2088297 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2088520.750000 Penalty: 4721.970215
	Iteration 12Q: 3 clusters Score -2088521 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2088720.000000 Penalty: 4721.970215
	Iteration 13Q: 3 clusters Score -2088720 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2088910.375000 Penalty: 4721.970215
	Iteration 14Q: 3 clusters Score -2088910 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2089067.250000 Penalty: 4721.970215
	Iteration 15Q: 3 clusters Score -2089067 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2089190.375000 Penalty: 4721.970215
	Iteration 16Q: 3 clusters Score -2089190 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2089289.375000 Penalty: 4721.970215
	Iteration 17Q: 3 clusters Score -2089289 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2089393.375000 Penalty: 4721.970215
	Iteration 18Q: 3 clusters Score -2089393 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2089490.375000 Penalty: 4721.970215
	Iteration 19Q: 3 clusters Score -2089490 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2089581.000000 Penalty: 4721.970215
	Iteration 20F: 3 clusters Score -2089581 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2089677.500000 Penalty: 4721.970215
	Iteration 21Q: 3 clusters Score -2089678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2089782.000000 Penalty: 4721.970215
	Iteration 22Q: 3 clusters Score -2089782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2089877.500000 Penalty: 4721.970215
	Iteration 23Q: 3 clusters Score -2089878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2089959.000000 Penalty: 4721.970215
	Iteration 24Q: 3 clusters Score -2089959 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2090030.250000 Penalty: 4721.970215
	Iteration 25Q: 3 clusters Score -2090030 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2090090.000000 Penalty: 4721.970215
	Iteration 26Q: 3 clusters Score -2090090 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2090116.375000 Penalty: 4721.970215
	Iteration 27Q: 3 clusters Score -2090116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2090147.375000 Penalty: 4721.970215
	Iteration 28Q: 3 clusters Score -2090147 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2090158.000000 Penalty: 4721.970215
	Iteration 29Q: 3 clusters Score -2090158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2090172.125000 Penalty: 4721.970215
	Iteration 30Q: 3 clusters Score -2090172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2090173.500000 Penalty: 4721.970215
	Iteration 31Q: 3 clusters Score -2090174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2090183.250000 Penalty: 4721.970215
	Iteration 32Q: 3 clusters Score -2090183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2090184.500000 Penalty: 4721.970215
	Iteration 33Q: 3 clusters Score -2090184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2090189.000000 Penalty: 4721.970215
	Iteration 34Q: 3 clusters Score -2090189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2090194.000000 Penalty: 4721.970215
	Iteration 35Q: 3 clusters Score -2090194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2090199.625000 Penalty: 4721.970215
	Iteration 36Q: 3 clusters Score -2090200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2090200.875000 Penalty: 4721.970215
	Iteration 37Q: 3 clusters Score -2090201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2090203.125000 Penalty: 4721.970215
	Iteration 38Q: 3 clusters Score -2090203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2090202.375000 Penalty: 4721.970215
	Iteration 39Q: 3 clusters Score -2090202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2090202.375000 Penalty: 4721.970215
	Iteration 40F: 3 clusters Score -2090202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2090199.875000 Penalty: 4721.970215
	Iteration 41Q: 3 clusters Score -2090200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2090196.000000 Penalty: 4721.970215
	Iteration 42Q: 3 clusters Score -2090196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2090199.500000 Penalty: 4721.970215
	Iteration 43Q: 3 clusters Score -2090200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2090200.125000 Penalty: 4721.970215
	Iteration 44Q: 3 clusters Score -2090200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2090200.125000 Penalty: 4721.970215
	Iteration 45Q: 3 clusters Score -2090200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2090199.875000 Penalty: 4721.970215
	Iteration 46Q: 3 clusters Score -2090200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2090202.000000 Penalty: 4721.970215
	Iteration 47Q: 3 clusters Score -2090202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2090200.625000 Penalty: 4721.970215
	Iteration 48Q: 3 clusters Score -2090201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2090200.000000 Penalty: 4721.970215
	Iteration 49Q: 3 clusters Score -2090200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2090201.750000 Penalty: 4721.970215
	Iteration 50Q: 3 clusters Score -2090202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2090201.750000 Penalty: 4721.970215
	Iteration 51F: 3 clusters Score -2090202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -110867.609375 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -110867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -109188.726562 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -109188.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -109922.484375 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -109922.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110247.257812 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -110247.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110375.445312 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -110375.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110431.320312 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -110431.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110478.281250 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -110478.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110534.093750 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -110534.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110576.921875 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -110576.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -110626.226562 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -110626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -110680.335938 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -110680.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -110809.195312 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -110809.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110949.976562 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -110950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111132.679688 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -111132.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111242.820312 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -111242.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111287.406250 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -111287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -111301.023438 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -111301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111304.500000 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -111304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111314.765625 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -111314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111326.421875 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -111326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111345.921875 Penalty: 3367.330078
	Iteration 19Q: 3 clusters Score -111345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111389.695312 Penalty: 3367.330078
	Iteration 20F: 3 clusters Score -111389.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111429.320312 Penalty: 3367.330078
	Iteration 21Q: 3 clusters Score -111429.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -111470.226562 Penalty: 3367.330078
	Iteration 22Q: 3 clusters Score -111470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -111492.984375 Penalty: 3367.330078
	Iteration 23Q: 3 clusters Score -111493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111546.539062 Penalty: 3367.330078
	Iteration 24Q: 3 clusters Score -111546.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111639.515625 Penalty: 3367.330078
	Iteration 25Q: 3 clusters Score -111639.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -111727.710938 Penalty: 3367.330078
	Iteration 26Q: 3 clusters Score -111727.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111838.148438 Penalty: 3367.330078
	Iteration 27Q: 3 clusters Score -111838.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111887.828125 Penalty: 3367.330078
	Iteration 28Q: 3 clusters Score -111887.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111932.164062 Penalty: 3367.330078
	Iteration 29Q: 3 clusters Score -111932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111978.781250 Penalty: 3367.330078
	Iteration 30Q: 3 clusters Score -111978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112051.601562 Penalty: 3367.330078
	Iteration 31Q: 3 clusters Score -112051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112112.976562 Penalty: 3367.330078
	Iteration 32Q: 3 clusters Score -112113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112139.390625 Penalty: 3367.330078
	Iteration 33Q: 3 clusters Score -112139.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112189.312500 Penalty: 3367.330078
	Iteration 34Q: 3 clusters Score -112189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112210.484375 Penalty: 3367.330078
	Iteration 35Q: 3 clusters Score -112210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112223.992188 Penalty: 3367.330078
	Iteration 36Q: 3 clusters Score -112224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112258.664062 Penalty: 3367.330078
	Iteration 37Q: 3 clusters Score -112258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112272.460938 Penalty: 3367.330078
	Iteration 38Q: 3 clusters Score -112272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112273.000000 Penalty: 3367.330078
	Iteration 39Q: 3 clusters Score -112273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112273.734375 Penalty: 3367.330078
	Iteration 40F: 3 clusters Score -112273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112277.132812 Penalty: 3367.330078
	Iteration 41Q: 3 clusters Score -112277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112277.132812 Penalty: 3367.330078
	Iteration 42F: 3 clusters Score -112277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 4460 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 1444 members 
Mstep: Class 32 contains 470 members 
Entering Unmasked Estep 
Score: -86693016.000000 Penalty: 105105.406250
Splitting cluster 15 changes total score from -86685056.000000 to -86693016.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 16 (30796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Entering Unmasked Estep 
Score: -4756238.000000 Penalty: 2563.114746
	Iteration 0F: 2 clusters Score -4756238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4735077.000000 Penalty: 5126.229492
	Iteration 0F: 3 clusters Score -4735077 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4742480.500000 Penalty: 5126.229492
	Iteration 1F: 3 clusters Score -4742480 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4742878.000000 Penalty: 5126.229492
	Iteration 2Q: 3 clusters Score -4742878 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4743197.500000 Penalty: 5126.229492
	Iteration 3Q: 3 clusters Score -4743198 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4743481.500000 Penalty: 5126.229492
	Iteration 4Q: 3 clusters Score -4743482 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4743733.500000 Penalty: 5126.229492
	Iteration 5Q: 3 clusters Score -4743734 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4744010.000000 Penalty: 5126.229492
	Iteration 6Q: 3 clusters Score -4744010 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4744290.000000 Penalty: 5126.229492
	Iteration 7Q: 3 clusters Score -4744290 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -4744691.500000 Penalty: 5126.229492
	Iteration 8Q: 3 clusters Score -4744692 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4745356.500000 Penalty: 5126.229492
	Iteration 9Q: 3 clusters Score -4745356 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4746375.000000 Penalty: 5126.229492
	Iteration 10F: 3 clusters Score -4746375 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -4747831.500000 Penalty: 5126.229492
	Iteration 11F: 3 clusters Score -4747832 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -4749774.500000 Penalty: 5126.229492
	Iteration 12F: 3 clusters Score -4749774 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4751660.000000 Penalty: 5126.229492
	Iteration 13F: 3 clusters Score -4751660 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4752881.500000 Penalty: 5126.229492
	Iteration 14Q: 3 clusters Score -4752882 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4753534.000000 Penalty: 5126.229492
	Iteration 15Q: 3 clusters Score -4753534 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4753832.000000 Penalty: 5126.229492
	Iteration 16Q: 3 clusters Score -4753832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4753945.500000 Penalty: 5126.229492
	Iteration 17Q: 3 clusters Score -4753946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4754014.500000 Penalty: 5126.229492
	Iteration 18Q: 3 clusters Score -4754014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4754026.000000 Penalty: 5126.229492
	Iteration 19Q: 3 clusters Score -4754026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4754037.000000 Penalty: 5126.229492
	Iteration 20F: 3 clusters Score -4754037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4754043.000000 Penalty: 5126.229492
	Iteration 21Q: 3 clusters Score -4754043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4754041.500000 Penalty: 5126.229492
	Iteration 22Q: 3 clusters Score -4754042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4754044.500000 Penalty: 5126.229492
	Iteration 23Q: 3 clusters Score -4754044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4754049.000000 Penalty: 5126.229492
	Iteration 24Q: 3 clusters Score -4754049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4754055.500000 Penalty: 5126.229492
	Iteration 25Q: 3 clusters Score -4754056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4754055.500000 Penalty: 5126.229492
	Iteration 26F: 3 clusters Score -4754056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -667348.187500 Penalty: 2083.920410
	Iteration 0F: 2 clusters Score -667348.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -663189.875000 Penalty: 4167.840820
	Iteration 0F: 3 clusters Score -663189.9 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -664323.750000 Penalty: 4167.840820
	Iteration 1F: 3 clusters Score -664323.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -664667.312500 Penalty: 4167.840820
	Iteration 2F: 3 clusters Score -664667.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -664934.937500 Penalty: 4167.840820
	Iteration 3F: 3 clusters Score -664934.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -665211.625000 Penalty: 4167.840820
	Iteration 4F: 3 clusters Score -665211.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -665613.687500 Penalty: 4167.840820
	Iteration 5F: 3 clusters Score -665613.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -666069.000000 Penalty: 4167.840820
	Iteration 6F: 3 clusters Score -666069 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -666482.937500 Penalty: 4167.840820
	Iteration 7F: 3 clusters Score -666482.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -666826.125000 Penalty: 4167.840820
	Iteration 8F: 3 clusters Score -666826.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -667105.062500 Penalty: 4167.840820
	Iteration 9Q: 3 clusters Score -667105.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -667296.875000 Penalty: 4167.840820
	Iteration 10Q: 3 clusters Score -667296.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -667392.687500 Penalty: 4167.840820
	Iteration 11Q: 3 clusters Score -667392.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -667456.562500 Penalty: 4167.840820
	Iteration 12Q: 3 clusters Score -667456.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -667500.687500 Penalty: 4167.840820
	Iteration 13Q: 3 clusters Score -667500.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -667519.562500 Penalty: 4167.840820
	Iteration 14Q: 3 clusters Score -667519.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -667534.312500 Penalty: 4167.840820
	Iteration 15Q: 3 clusters Score -667534.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -667538.687500 Penalty: 4167.840820
	Iteration 16Q: 3 clusters Score -667538.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -667544.562500 Penalty: 4167.840820
	Iteration 17Q: 3 clusters Score -667544.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -667547.000000 Penalty: 4167.840820
	Iteration 18Q: 3 clusters Score -667547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -667550.875000 Penalty: 4167.840820
	Iteration 19Q: 3 clusters Score -667550.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -667553.750000 Penalty: 4167.840820
	Iteration 20F: 3 clusters Score -667553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -667557.937500 Penalty: 4167.840820
	Iteration 21Q: 3 clusters Score -667557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -667556.937500 Penalty: 4167.840820
	Iteration 22Q: 3 clusters Score -667556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -667558.937500 Penalty: 4167.840820
	Iteration 23Q: 3 clusters Score -667558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -667562.750000 Penalty: 4167.840820
	Iteration 24Q: 3 clusters Score -667562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -667562.875000 Penalty: 4167.840820
	Iteration 25Q: 3 clusters Score -667562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -667566.625000 Penalty: 4167.840820
	Iteration 26Q: 3 clusters Score -667566.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -667570.250000 Penalty: 4167.840820
	Iteration 27Q: 3 clusters Score -667570.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -667572.687500 Penalty: 4167.840820
	Iteration 28Q: 3 clusters Score -667572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -667575.625000 Penalty: 4167.840820
	Iteration 29Q: 3 clusters Score -667575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -667577.437500 Penalty: 4167.840820
	Iteration 30Q: 3 clusters Score -667577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -667577.937500 Penalty: 4167.840820
	Iteration 31Q: 3 clusters Score -667577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -667578.437500 Penalty: 4167.840820
	Iteration 32Q: 3 clusters Score -667578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -667581.687500 Penalty: 4167.840820
	Iteration 33Q: 3 clusters Score -667581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -667584.875000 Penalty: 4167.840820
	Iteration 34Q: 3 clusters Score -667584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -667586.125000 Penalty: 4167.840820
	Iteration 35Q: 3 clusters Score -667586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -667586.937500 Penalty: 4167.840820
	Iteration 36Q: 3 clusters Score -667586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -667586.875000 Penalty: 4167.840820
	Iteration 37Q: 3 clusters Score -667586.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -667586.875000 Penalty: 4167.840820
	Iteration 38F: 3 clusters Score -667586.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 1444 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 953 members 
Entering Unmasked Estep 
Score: -86692008.000000 Penalty: 108389.953125
Splitting cluster 17 changes total score from -86685056.000000 to -86692008.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -414375.187500 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -414375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -411282.125000 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -411282.1 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -412170.718750 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -412170.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -412655.750000 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -412655.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -413187.468750 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -413187.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -413563.750000 Penalty: 3939.940186
	Iteration 4F: 3 clusters Score -413563.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -413800.937500 Penalty: 3939.940186
	Iteration 5F: 3 clusters Score -413800.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -413970.687500 Penalty: 3939.940186
	Iteration 6Q: 3 clusters Score -413970.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -414090.250000 Penalty: 3939.940186
	Iteration 7Q: 3 clusters Score -414090.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -414143.750000 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -414143.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -414171.500000 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -414171.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -414186.031250 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -414186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -414197.812500 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -414197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -414202.937500 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -414202.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -414207.187500 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -414207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -414210.750000 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -414210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -414212.531250 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -414212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -414213.031250 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -414213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -414213.812500 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -414213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -414214.281250 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -414214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -414214.937500 Penalty: 3939.940186
	Iteration 19Q: 3 clusters Score -414214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -414215.125000 Penalty: 3939.940186
	Iteration 20F: 3 clusters Score -414215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -279502.312500 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -279502.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -276998.343750 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -276998.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -277411.375000 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -277411.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -277531.000000 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -277531 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -277590.187500 Penalty: 3709.172363
	Iteration 3Q: 3 clusters Score -277590.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -277625.906250 Penalty: 3709.172363
	Iteration 4Q: 3 clusters Score -277625.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -277646.906250 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -277646.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -277654.906250 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -277654.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -277664.250000 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -277664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277674.812500 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -277674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -277684.281250 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -277684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -277689.750000 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -277689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -277692.375000 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -277692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277694.437500 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -277694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277695.781250 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -277695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277695.781250 Penalty: 3709.172363
	Iteration 14F: 3 clusters Score -277695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Entering Unmasked Estep 
Score: -3033396.750000 Penalty: 2448.753906
	Iteration 0F: 2 clusters Score -3033397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3019699.250000 Penalty: 4897.507812
	Iteration 0F: 3 clusters Score -3019699 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3024553.500000 Penalty: 4897.507812
	Iteration 1F: 3 clusters Score -3024554 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3025524.500000 Penalty: 4897.507812
	Iteration 2F: 3 clusters Score -3025524 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3026714.250000 Penalty: 4897.507812
	Iteration 3F: 3 clusters Score -3026714 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3027935.250000 Penalty: 4897.507812
	Iteration 4F: 3 clusters Score -3027935 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3029112.750000 Penalty: 4897.507812
	Iteration 5F: 3 clusters Score -3029113 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3030065.250000 Penalty: 4897.507812
	Iteration 6F: 3 clusters Score -3030065 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3030673.000000 Penalty: 4897.507812
	Iteration 7Q: 3 clusters Score -3030673 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -3031079.000000 Penalty: 4897.507812
	Iteration 8Q: 3 clusters Score -3031079 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3031343.500000 Penalty: 4897.507812
	Iteration 9Q: 3 clusters Score -3031344 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3031519.250000 Penalty: 4897.507812
	Iteration 10Q: 3 clusters Score -3031519 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -3031680.250000 Penalty: 4897.507812
	Iteration 11Q: 3 clusters Score -3031680 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3031796.500000 Penalty: 4897.507812
	Iteration 12Q: 3 clusters Score -3031796 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3031904.500000 Penalty: 4897.507812
	Iteration 13Q: 3 clusters Score -3031904 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3032017.750000 Penalty: 4897.507812
	Iteration 14Q: 3 clusters Score -3032018 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3032096.000000 Penalty: 4897.507812
	Iteration 15Q: 3 clusters Score -3032096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3032171.250000 Penalty: 4897.507812
	Iteration 16Q: 3 clusters Score -3032171 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3032240.500000 Penalty: 4897.507812
	Iteration 17Q: 3 clusters Score -3032240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3032283.250000 Penalty: 4897.507812
	Iteration 18Q: 3 clusters Score -3032283 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3032312.750000 Penalty: 4897.507812
	Iteration 19Q: 3 clusters Score -3032313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3032331.000000 Penalty: 4897.507812
	Iteration 20F: 3 clusters Score -3032331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3032366.250000 Penalty: 4897.507812
	Iteration 21Q: 3 clusters Score -3032366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3032385.750000 Penalty: 4897.507812
	Iteration 22Q: 3 clusters Score -3032386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3032395.000000 Penalty: 4897.507812
	Iteration 23Q: 3 clusters Score -3032395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3032406.750000 Penalty: 4897.507812
	Iteration 24Q: 3 clusters Score -3032407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3032425.000000 Penalty: 4897.507812
	Iteration 25Q: 3 clusters Score -3032425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3032432.000000 Penalty: 4897.507812
	Iteration 26Q: 3 clusters Score -3032432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3032440.750000 Penalty: 4897.507812
	Iteration 27Q: 3 clusters Score -3032441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3032440.500000 Penalty: 4897.507812
	Iteration 28Q: 3 clusters Score -3032440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3032445.750000 Penalty: 4897.507812
	Iteration 29Q: 3 clusters Score -3032446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3032462.000000 Penalty: 4897.507812
	Iteration 30Q: 3 clusters Score -3032462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3032482.500000 Penalty: 4897.507812
	Iteration 31Q: 3 clusters Score -3032482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3032500.000000 Penalty: 4897.507812
	Iteration 32Q: 3 clusters Score -3032500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3032506.750000 Penalty: 4897.507812
	Iteration 33Q: 3 clusters Score -3032507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3032517.500000 Penalty: 4897.507812
	Iteration 34Q: 3 clusters Score -3032518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3032519.500000 Penalty: 4897.507812
	Iteration 35Q: 3 clusters Score -3032520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -3032548.750000 Penalty: 4897.507812
	Iteration 36Q: 3 clusters Score -3032549 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3032566.000000 Penalty: 4897.507812
	Iteration 37Q: 3 clusters Score -3032566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3032578.000000 Penalty: 4897.507812
	Iteration 38Q: 3 clusters Score -3032578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3032595.250000 Penalty: 4897.507812
	Iteration 39Q: 3 clusters Score -3032595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3032599.750000 Penalty: 4897.507812
	Iteration 40F: 3 clusters Score -3032600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3032614.750000 Penalty: 4897.507812
	Iteration 41Q: 3 clusters Score -3032615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3032634.250000 Penalty: 4897.507812
	Iteration 42Q: 3 clusters Score -3032634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3032639.250000 Penalty: 4897.507812
	Iteration 43Q: 3 clusters Score -3032639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3032658.750000 Penalty: 4897.507812
	Iteration 44Q: 3 clusters Score -3032659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3032661.750000 Penalty: 4897.507812
	Iteration 45Q: 3 clusters Score -3032662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3032673.750000 Penalty: 4897.507812
	Iteration 46Q: 3 clusters Score -3032674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3032680.750000 Penalty: 4897.507812
	Iteration 47Q: 3 clusters Score -3032681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3032685.250000 Penalty: 4897.507812
	Iteration 48Q: 3 clusters Score -3032685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3032684.750000 Penalty: 4897.507812
	Iteration 49Q: 3 clusters Score -3032685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3032690.500000 Penalty: 4897.507812
	Iteration 50Q: 3 clusters Score -3032690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3032691.250000 Penalty: 4897.507812
	Iteration 51Q: 3 clusters Score -3032691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3032701.750000 Penalty: 4897.507812
	Iteration 52Q: 3 clusters Score -3032702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3032706.750000 Penalty: 4897.507812
	Iteration 53Q: 3 clusters Score -3032707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3032709.250000 Penalty: 4897.507812
	Iteration 54Q: 3 clusters Score -3032709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3032710.750000 Penalty: 4897.507812
	Iteration 55Q: 3 clusters Score -3032711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3032711.500000 Penalty: 4897.507812
	Iteration 56Q: 3 clusters Score -3032712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3032719.250000 Penalty: 4897.507812
	Iteration 57Q: 3 clusters Score -3032719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3032715.750000 Penalty: 4897.507812
	Iteration 58Q: 3 clusters Score -3032716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3032717.750000 Penalty: 4897.507812
	Iteration 59Q: 3 clusters Score -3032718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3032719.750000 Penalty: 4897.507812
	Iteration 60F: 3 clusters Score -3032720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3032720.250000 Penalty: 4897.507812
	Iteration 61Q: 3 clusters Score -3032720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3032714.500000 Penalty: 4897.507812
	Iteration 62Q: 3 clusters Score -3032714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3032728.750000 Penalty: 4897.507812
	Iteration 63Q: 3 clusters Score -3032729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -3032727.500000 Penalty: 4897.507812
	Iteration 64Q: 3 clusters Score -3032728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3032731.750000 Penalty: 4897.507812
	Iteration 65Q: 3 clusters Score -3032732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3032736.000000 Penalty: 4897.507812
	Iteration 66Q: 3 clusters Score -3032736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3032737.000000 Penalty: 4897.507812
	Iteration 67Q: 3 clusters Score -3032737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3032739.750000 Penalty: 4897.507812
	Iteration 68Q: 3 clusters Score -3032740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -3032744.000000 Penalty: 4897.507812
	Iteration 69Q: 3 clusters Score -3032744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3032747.000000 Penalty: 4897.507812
	Iteration 70Q: 3 clusters Score -3032747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3032743.750000 Penalty: 4897.507812
	Iteration 71Q: 3 clusters Score -3032744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3032748.250000 Penalty: 4897.507812
	Iteration 72Q: 3 clusters Score -3032748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3032748.750000 Penalty: 4897.507812
	Iteration 73Q: 3 clusters Score -3032749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3032749.750000 Penalty: 4897.507812
	Iteration 74Q: 3 clusters Score -3032750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3032755.500000 Penalty: 4897.507812
	Iteration 75Q: 3 clusters Score -3032756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3032757.500000 Penalty: 4897.507812
	Iteration 76Q: 3 clusters Score -3032758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3032759.500000 Penalty: 4897.507812
	Iteration 77Q: 3 clusters Score -3032760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3032761.250000 Penalty: 4897.507812
	Iteration 78Q: 3 clusters Score -3032761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3032762.750000 Penalty: 4897.507812
	Iteration 79Q: 3 clusters Score -3032763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3032760.750000 Penalty: 4897.507812
	Iteration 80F: 3 clusters Score -3032761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3032760.000000 Penalty: 4897.507812
	Iteration 81Q: 3 clusters Score -3032760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3032763.250000 Penalty: 4897.507812
	Iteration 82Q: 3 clusters Score -3032763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3032763.250000 Penalty: 4897.507812
	Iteration 83Q: 3 clusters Score -3032763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3032767.500000 Penalty: 4897.507812
	Iteration 84Q: 3 clusters Score -3032768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3032766.000000 Penalty: 4897.507812
	Iteration 85Q: 3 clusters Score -3032766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3032766.750000 Penalty: 4897.507812
	Iteration 86Q: 3 clusters Score -3032767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3032764.750000 Penalty: 4897.507812
	Iteration 87Q: 3 clusters Score -3032765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -3032763.250000 Penalty: 4897.507812
	Iteration 88Q: 3 clusters Score -3032763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3032766.500000 Penalty: 4897.507812
	Iteration 89Q: 3 clusters Score -3032766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3032768.500000 Penalty: 4897.507812
	Iteration 90Q: 3 clusters Score -3032768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3032767.250000 Penalty: 4897.507812
	Iteration 91Q: 3 clusters Score -3032767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3032768.000000 Penalty: 4897.507812
	Iteration 92Q: 3 clusters Score -3032768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -3032766.750000 Penalty: 4897.507812
	Iteration 93Q: 3 clusters Score -3032767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3032764.500000 Penalty: 4897.507812
	Iteration 94Q: 3 clusters Score -3032764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -3032765.500000 Penalty: 4897.507812
	Iteration 95Q: 3 clusters Score -3032766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3032764.000000 Penalty: 4897.507812
	Iteration 96Q: 3 clusters Score -3032764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3032764.000000 Penalty: 4897.507812
	Iteration 97F: 3 clusters Score -3032764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Entering Unmasked Estep 
Score: -5405746.000000 Penalty: 2594.083008
	Iteration 0F: 2 clusters Score -5405746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -5382000.000000 Penalty: 5188.166016
	Iteration 0F: 3 clusters Score -5382000 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -5390656.500000 Penalty: 5188.166016
	Iteration 1F: 3 clusters Score -5390656 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5391157.000000 Penalty: 5188.166016
	Iteration 2Q: 3 clusters Score -5391157 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -5391648.000000 Penalty: 5188.166016
	Iteration 3Q: 3 clusters Score -5391648 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5392220.000000 Penalty: 5188.166016
	Iteration 4Q: 3 clusters Score -5392220 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -5392991.000000 Penalty: 5188.166016
	Iteration 5Q: 3 clusters Score -5392991 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5394047.000000 Penalty: 5188.166016
	Iteration 6F: 3 clusters Score -5394047 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -5395422.500000 Penalty: 5188.166016
	Iteration 7F: 3 clusters Score -5395422 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -5397029.500000 Penalty: 5188.166016
	Iteration 8F: 3 clusters Score -5397030 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -5398726.500000 Penalty: 5188.166016
	Iteration 9F: 3 clusters Score -5398726 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5400167.500000 Penalty: 5188.166016
	Iteration 10F: 3 clusters Score -5400168 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5401324.000000 Penalty: 5188.166016
	Iteration 11Q: 3 clusters Score -5401324 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5402179.000000 Penalty: 5188.166016
	Iteration 12Q: 3 clusters Score -5402179 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5402710.500000 Penalty: 5188.166016
	Iteration 13Q: 3 clusters Score -5402710 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5403047.000000 Penalty: 5188.166016
	Iteration 14Q: 3 clusters Score -5403047 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5403198.500000 Penalty: 5188.166016
	Iteration 15Q: 3 clusters Score -5403198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5403301.000000 Penalty: 5188.166016
	Iteration 16Q: 3 clusters Score -5403301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5403362.000000 Penalty: 5188.166016
	Iteration 17Q: 3 clusters Score -5403362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5403407.500000 Penalty: 5188.166016
	Iteration 18Q: 3 clusters Score -5403408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5403422.000000 Penalty: 5188.166016
	Iteration 19Q: 3 clusters Score -5403422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5403437.500000 Penalty: 5188.166016
	Iteration 20F: 3 clusters Score -5403438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5403449.000000 Penalty: 5188.166016
	Iteration 21Q: 3 clusters Score -5403449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5403459.000000 Penalty: 5188.166016
	Iteration 22Q: 3 clusters Score -5403459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5403469.000000 Penalty: 5188.166016
	Iteration 23Q: 3 clusters Score -5403469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5403472.500000 Penalty: 5188.166016
	Iteration 24Q: 3 clusters Score -5403472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5403473.000000 Penalty: 5188.166016
	Iteration 25Q: 3 clusters Score -5403473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5403476.000000 Penalty: 5188.166016
	Iteration 26Q: 3 clusters Score -5403476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5403479.500000 Penalty: 5188.166016
	Iteration 27Q: 3 clusters Score -5403480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5403485.000000 Penalty: 5188.166016
	Iteration 28Q: 3 clusters Score -5403485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5403491.000000 Penalty: 5188.166016
	Iteration 29Q: 3 clusters Score -5403491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5403497.000000 Penalty: 5188.166016
	Iteration 30Q: 3 clusters Score -5403497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5403501.500000 Penalty: 5188.166016
	Iteration 31Q: 3 clusters Score -5403502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5403497.500000 Penalty: 5188.166016
	Iteration 32Q: 3 clusters Score -5403498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5403497.500000 Penalty: 5188.166016
	Iteration 33F: 3 clusters Score -5403498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -1067336.125000 Penalty: 2186.947021
	Iteration 0F: 2 clusters Score -1067336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1061703.500000 Penalty: 4373.894043
	Iteration 0F: 3 clusters Score -1061704 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1063213.250000 Penalty: 4373.894043
	Iteration 1F: 3 clusters Score -1063213 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1063447.625000 Penalty: 4373.894043
	Iteration 2F: 3 clusters Score -1063448 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1063593.625000 Penalty: 4373.894043
	Iteration 3Q: 3 clusters Score -1063594 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1063693.750000 Penalty: 4373.894043
	Iteration 4Q: 3 clusters Score -1063694 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1063778.625000 Penalty: 4373.894043
	Iteration 5Q: 3 clusters Score -1063779 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1063871.500000 Penalty: 4373.894043
	Iteration 6Q: 3 clusters Score -1063872 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1063960.750000 Penalty: 4373.894043
	Iteration 7Q: 3 clusters Score -1063961 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1064075.250000 Penalty: 4373.894043
	Iteration 8Q: 3 clusters Score -1064075 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1064221.625000 Penalty: 4373.894043
	Iteration 9Q: 3 clusters Score -1064222 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1064407.625000 Penalty: 4373.894043
	Iteration 10Q: 3 clusters Score -1064408 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1064595.375000 Penalty: 4373.894043
	Iteration 11Q: 3 clusters Score -1064595 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1064798.625000 Penalty: 4373.894043
	Iteration 12Q: 3 clusters Score -1064799 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1064979.875000 Penalty: 4373.894043
	Iteration 13Q: 3 clusters Score -1064980 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1065137.625000 Penalty: 4373.894043
	Iteration 14Q: 3 clusters Score -1065138 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1065271.375000 Penalty: 4373.894043
	Iteration 15Q: 3 clusters Score -1065271 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1065384.000000 Penalty: 4373.894043
	Iteration 16Q: 3 clusters Score -1065384 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1065491.750000 Penalty: 4373.894043
	Iteration 17Q: 3 clusters Score -1065492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1065574.750000 Penalty: 4373.894043
	Iteration 18Q: 3 clusters Score -1065575 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1065630.500000 Penalty: 4373.894043
	Iteration 19Q: 3 clusters Score -1065630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1065678.000000 Penalty: 4373.894043
	Iteration 20F: 3 clusters Score -1065678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1065712.625000 Penalty: 4373.894043
	Iteration 21Q: 3 clusters Score -1065713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1065727.000000 Penalty: 4373.894043
	Iteration 22Q: 3 clusters Score -1065727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1065742.625000 Penalty: 4373.894043
	Iteration 23Q: 3 clusters Score -1065743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1065753.250000 Penalty: 4373.894043
	Iteration 24Q: 3 clusters Score -1065753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1065763.250000 Penalty: 4373.894043
	Iteration 25Q: 3 clusters Score -1065763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1065769.625000 Penalty: 4373.894043
	Iteration 26Q: 3 clusters Score -1065770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1065778.125000 Penalty: 4373.894043
	Iteration 27Q: 3 clusters Score -1065778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1065782.250000 Penalty: 4373.894043
	Iteration 28Q: 3 clusters Score -1065782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1065789.000000 Penalty: 4373.894043
	Iteration 29Q: 3 clusters Score -1065789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1065790.875000 Penalty: 4373.894043
	Iteration 30Q: 3 clusters Score -1065791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1065798.375000 Penalty: 4373.894043
	Iteration 31Q: 3 clusters Score -1065798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1065805.250000 Penalty: 4373.894043
	Iteration 32Q: 3 clusters Score -1065805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1065808.125000 Penalty: 4373.894043
	Iteration 33Q: 3 clusters Score -1065808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1065807.250000 Penalty: 4373.894043
	Iteration 34Q: 3 clusters Score -1065807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1065808.875000 Penalty: 4373.894043
	Iteration 35Q: 3 clusters Score -1065809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1065808.875000 Penalty: 4373.894043
	Iteration 36F: 3 clusters Score -1065809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Entering Unmasked Estep 
Score: -2526279.250000 Penalty: 2402.116455
	Iteration 0F: 2 clusters Score -2526279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2514826.750000 Penalty: 4804.232910
	Iteration 0F: 3 clusters Score -2514827 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2518555.250000 Penalty: 4804.232910
	Iteration 1F: 3 clusters Score -2518555 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2518921.750000 Penalty: 4804.232910
	Iteration 2F: 3 clusters Score -2518922 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2519201.250000 Penalty: 4804.232910
	Iteration 3Q: 3 clusters Score -2519201 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2519475.750000 Penalty: 4804.232910
	Iteration 4Q: 3 clusters Score -2519476 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2519770.000000 Penalty: 4804.232910
	Iteration 5Q: 3 clusters Score -2519770 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2520092.250000 Penalty: 4804.232910
	Iteration 6Q: 3 clusters Score -2520092 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2520409.500000 Penalty: 4804.232910
	Iteration 7Q: 3 clusters Score -2520410 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2520794.750000 Penalty: 4804.232910
	Iteration 8Q: 3 clusters Score -2520795 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2521300.250000 Penalty: 4804.232910
	Iteration 9Q: 3 clusters Score -2521300 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2521889.750000 Penalty: 4804.232910
	Iteration 10F: 3 clusters Score -2521890 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2522470.500000 Penalty: 4804.232910
	Iteration 11Q: 3 clusters Score -2522470 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2522984.000000 Penalty: 4804.232910
	Iteration 12Q: 3 clusters Score -2522984 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2523361.500000 Penalty: 4804.232910
	Iteration 13Q: 3 clusters Score -2523362 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2523660.750000 Penalty: 4804.232910
	Iteration 14Q: 3 clusters Score -2523661 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2523861.000000 Penalty: 4804.232910
	Iteration 15Q: 3 clusters Score -2523861 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2523971.000000 Penalty: 4804.232910
	Iteration 16Q: 3 clusters Score -2523971 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2524063.250000 Penalty: 4804.232910
	Iteration 17Q: 3 clusters Score -2524063 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2524120.500000 Penalty: 4804.232910
	Iteration 18Q: 3 clusters Score -2524120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2524171.750000 Penalty: 4804.232910
	Iteration 19Q: 3 clusters Score -2524172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2524195.500000 Penalty: 4804.232910
	Iteration 20F: 3 clusters Score -2524196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2524221.000000 Penalty: 4804.232910
	Iteration 21Q: 3 clusters Score -2524221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2524239.750000 Penalty: 4804.232910
	Iteration 22Q: 3 clusters Score -2524240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2524254.750000 Penalty: 4804.232910
	Iteration 23Q: 3 clusters Score -2524255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2524261.000000 Penalty: 4804.232910
	Iteration 24Q: 3 clusters Score -2524261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2524266.000000 Penalty: 4804.232910
	Iteration 25Q: 3 clusters Score -2524266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2524278.500000 Penalty: 4804.232910
	Iteration 26Q: 3 clusters Score -2524278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2524282.000000 Penalty: 4804.232910
	Iteration 27Q: 3 clusters Score -2524282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2524280.250000 Penalty: 4804.232910
	Iteration 28Q: 3 clusters Score -2524280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2524284.500000 Penalty: 4804.232910
	Iteration 29Q: 3 clusters Score -2524284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2524286.000000 Penalty: 4804.232910
	Iteration 30Q: 3 clusters Score -2524286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2524287.250000 Penalty: 4804.232910
	Iteration 31Q: 3 clusters Score -2524287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2524287.250000 Penalty: 4804.232910
	Iteration 32F: 3 clusters Score -2524287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Entering Unmasked Estep 
Score: -562689.562500 Penalty: 2047.831543
	Iteration 0F: 2 clusters Score -562689.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -558895.062500 Penalty: 4095.663086
	Iteration 0F: 3 clusters Score -558895.1 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -559786.625000 Penalty: 4095.663086
	Iteration 1F: 3 clusters Score -559786.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -560116.062500 Penalty: 4095.663086
	Iteration 2F: 3 clusters Score -560116.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -560468.125000 Penalty: 4095.663086
	Iteration 3F: 3 clusters Score -560468.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -560842.687500 Penalty: 4095.663086
	Iteration 4F: 3 clusters Score -560842.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -561182.500000 Penalty: 4095.663086
	Iteration 5F: 3 clusters Score -561182.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -561453.625000 Penalty: 4095.663086
	Iteration 6F: 3 clusters Score -561453.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -561657.187500 Penalty: 4095.663086
	Iteration 7Q: 3 clusters Score -561657.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -561798.562500 Penalty: 4095.663086
	Iteration 8Q: 3 clusters Score -561798.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -561906.562500 Penalty: 4095.663086
	Iteration 9Q: 3 clusters Score -561906.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -561978.187500 Penalty: 4095.663086
	Iteration 10Q: 3 clusters Score -561978.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -562028.687500 Penalty: 4095.663086
	Iteration 11Q: 3 clusters Score -562028.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -562063.687500 Penalty: 4095.663086
	Iteration 12Q: 3 clusters Score -562063.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -562092.750000 Penalty: 4095.663086
	Iteration 13Q: 3 clusters Score -562092.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -562111.187500 Penalty: 4095.663086
	Iteration 14Q: 3 clusters Score -562111.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -562128.562500 Penalty: 4095.663086
	Iteration 15Q: 3 clusters Score -562128.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -562143.562500 Penalty: 4095.663086
	Iteration 16Q: 3 clusters Score -562143.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -562158.125000 Penalty: 4095.663086
	Iteration 17Q: 3 clusters Score -562158.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -562178.500000 Penalty: 4095.663086
	Iteration 18Q: 3 clusters Score -562178.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -562205.562500 Penalty: 4095.663086
	Iteration 19Q: 3 clusters Score -562205.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -562227.312500 Penalty: 4095.663086
	Iteration 20F: 3 clusters Score -562227.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -562237.625000 Penalty: 4095.663086
	Iteration 21Q: 3 clusters Score -562237.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -562240.812500 Penalty: 4095.663086
	Iteration 22Q: 3 clusters Score -562240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -562246.187500 Penalty: 4095.663086
	Iteration 23Q: 3 clusters Score -562246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -562249.937500 Penalty: 4095.663086
	Iteration 24Q: 3 clusters Score -562249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -562252.375000 Penalty: 4095.663086
	Iteration 25Q: 3 clusters Score -562252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -562256.437500 Penalty: 4095.663086
	Iteration 26Q: 3 clusters Score -562256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -562259.625000 Penalty: 4095.663086
	Iteration 27Q: 3 clusters Score -562259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -562258.875000 Penalty: 4095.663086
	Iteration 28Q: 3 clusters Score -562258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -562259.250000 Penalty: 4095.663086
	Iteration 29Q: 3 clusters Score -562259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -562259.812500 Penalty: 4095.663086
	Iteration 30Q: 3 clusters Score -562259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -562259.812500 Penalty: 4095.663086
	Iteration 31F: 3 clusters Score -562259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -144243.625000 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -144243.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142818.734375 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -142818.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -145584.968750 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -145585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -146634.281250 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -146634.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -147275.234375 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -147275.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -147724.765625 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -147724.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -148009.265625 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -148009.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -148073.125000 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -148073.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -148101.546875 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -148101.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -148103.500000 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -148103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -148113.562500 Penalty: 3562.823486
	Iteration 9F: 3 clusters Score -148113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -148138.296875 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -148138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -148138.812500 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -148138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -148139.109375 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -148139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -148139.109375 Penalty: 3562.823486
	Iteration 13F: 3 clusters Score -148139.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 9295 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 1444 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 953 members 
Mstep: Class 34 contains 964 members 
Entering Unmasked Estep 
Score: -86694464.000000 Penalty: 111674.500000
Splitting cluster 25 changes total score from -86685056.000000 to -86694464.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 26 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -40048.503906 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -40048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39006.023438 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -39006.02 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39409.195312 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -39409.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -39740.558594 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -39740.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -39876.441406 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -39876.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -39932.437500 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -39932.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -39995.523438 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -39995.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -40002.835938 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -40002.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -40010.953125 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -40010.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -40015.492188 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -40015.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -40015.492188 Penalty: 2971.766357
	Iteration 9F: 3 clusters Score -40015.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -902406.187500 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -902406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -897188.875000 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -897188.9 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -898615.000000 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -898615 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -898962.000000 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -898962 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -899225.437500 Penalty: 4320.548828
	Iteration 3F: 3 clusters Score -899225.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -899442.875000 Penalty: 4320.548828
	Iteration 4F: 3 clusters Score -899442.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -899654.375000 Penalty: 4320.548828
	Iteration 5Q: 3 clusters Score -899654.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -899843.437500 Penalty: 4320.548828
	Iteration 6Q: 3 clusters Score -899843.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -900018.250000 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -900018.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -900175.500000 Penalty: 4320.548828
	Iteration 8Q: 3 clusters Score -900175.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -900323.000000 Penalty: 4320.548828
	Iteration 9Q: 3 clusters Score -900323 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -900466.937500 Penalty: 4320.548828
	Iteration 10Q: 3 clusters Score -900466.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -900588.125000 Penalty: 4320.548828
	Iteration 11Q: 3 clusters Score -900588.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -900683.750000 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -900683.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -900798.937500 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -900798.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -900888.750000 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -900888.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -900965.375000 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -900965.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -901053.812500 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -901053.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -901108.875000 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -901108.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -901154.750000 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -901154.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -901183.187500 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -901183.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -901218.312500 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -901218.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -901235.250000 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -901235.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -901245.687500 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -901245.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -901255.437500 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -901255.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -901264.500000 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -901264.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -901270.437500 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -901270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -901275.687500 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -901275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -901278.437500 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -901278.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -901279.125000 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -901279.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -901279.125000 Penalty: 4320.548828
	Iteration 29F: 3 clusters Score -901279.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Entering Unmasked Estep 
Score: -1474702.250000 Penalty: 2266.033447
	Iteration 0F: 2 clusters Score -1474702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1467515.250000 Penalty: 4532.066895
	Iteration 0F: 3 clusters Score -1467515 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1469505.000000 Penalty: 4532.066895
	Iteration 1F: 3 clusters Score -1469505 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1470092.250000 Penalty: 4532.066895
	Iteration 2F: 3 clusters Score -1470092 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1470991.125000 Penalty: 4532.066895
	Iteration 3F: 3 clusters Score -1470991 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1472069.625000 Penalty: 4532.066895
	Iteration 4F: 3 clusters Score -1472070 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1473011.750000 Penalty: 4532.066895
	Iteration 5F: 3 clusters Score -1473012 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1473705.125000 Penalty: 4532.066895
	Iteration 6F: 3 clusters Score -1473705 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1474140.125000 Penalty: 4532.066895
	Iteration 7F: 3 clusters Score -1474140 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1474397.375000 Penalty: 4532.066895
	Iteration 8Q: 3 clusters Score -1474397 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1474551.875000 Penalty: 4532.066895
	Iteration 9Q: 3 clusters Score -1474552 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1474648.250000 Penalty: 4532.066895
	Iteration 10Q: 3 clusters Score -1474648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1474706.250000 Penalty: 4532.066895
	Iteration 11Q: 3 clusters Score -1474706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1474736.000000 Penalty: 4532.066895
	Iteration 12Q: 3 clusters Score -1474736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1474762.875000 Penalty: 4532.066895
	Iteration 13Q: 3 clusters Score -1474763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1474778.000000 Penalty: 4532.066895
	Iteration 14Q: 3 clusters Score -1474778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1474786.750000 Penalty: 4532.066895
	Iteration 15Q: 3 clusters Score -1474787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1474798.125000 Penalty: 4532.066895
	Iteration 16Q: 3 clusters Score -1474798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1474809.750000 Penalty: 4532.066895
	Iteration 17Q: 3 clusters Score -1474810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1474817.500000 Penalty: 4532.066895
	Iteration 18Q: 3 clusters Score -1474818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1474816.375000 Penalty: 4532.066895
	Iteration 19Q: 3 clusters Score -1474816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1474820.000000 Penalty: 4532.066895
	Iteration 20F: 3 clusters Score -1474820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1474819.375000 Penalty: 4532.066895
	Iteration 21Q: 3 clusters Score -1474819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1474820.000000 Penalty: 4532.066895
	Iteration 22Q: 3 clusters Score -1474820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1474824.875000 Penalty: 4532.066895
	Iteration 23Q: 3 clusters Score -1474825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1474826.875000 Penalty: 4532.066895
	Iteration 24Q: 3 clusters Score -1474827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1474828.375000 Penalty: 4532.066895
	Iteration 25Q: 3 clusters Score -1474828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1474828.375000 Penalty: 4532.066895
	Iteration 26F: 3 clusters Score -1474828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 1256 members 
Mstep: Class 29 contains 657 members 
Mstep: Class 30 contains 1395 members 
Mstep: Class 31 contains 1444 members 
Mstep: Class 32 contains 470 members 
Mstep: Class 33 contains 953 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 8039 members 
Entering Unmasked Estep 
Score: -86693480.000000 Penalty: 114959.039062
Splitting cluster 28 changes total score from -86685056.000000 to -86693480.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 74441 members 
Mstep: Class 4 contains 108525 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 9870 members 
Mstep: Class 9 contains 29143 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 11 contains 153393 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 13631 members 
Mstep: Class 15 contains 418 members 
Mstep: Class 16 contains 30796 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 34892 members 
Mstep: Class 22 contains 6757 members 
Mstep: Class 23 contains 16090 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 6068 members 
Mstep: Class 28 contains 1256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86695232.000000 Penalty: 114959.039062
Iteration 79Q: 36 clusters Score -8.669523e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 75705 members 
Mstep: Class 4 contains 108452 members 
Mstep: Class 5 contains 5357 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 9108 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 28986 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 11 contains 152449 members 
Mstep: Class 12 contains 1875 members 
Mstep: Class 13 contains 1131 members 
Mstep: Class 14 contains 13638 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 30709 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 19424 members 
Mstep: Class 21 contains 34880 members 
Mstep: Class 22 contains 6776 members 
Mstep: Class 23 contains 16021 members 
Mstep: Class 24 contains 3851 members 
Mstep: Class 25 contains 360 members 
Mstep: Class 26 contains 391 members 
Mstep: Class 27 contains 6063 members 
Mstep: Class 28 contains 1237 members 
Mstep: Class 29 contains 600 members 
Mstep: Class 30 contains 1372 members 
Mstep: Class 31 contains 1407 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 856 members 
Mstep: Class 34 contains 978 members 
Mstep: Class 35 contains 7806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86698168.000000 Penalty: 114959.039062
Iteration 80F: 36 clusters Score -8.669817e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1067 members 
Mstep: Class 3 contains 76754 members 
Mstep: Class 4 contains 108085 members 
Mstep: Class 5 contains 5291 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 10010 members 
Mstep: Class 9 contains 28800 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 151234 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 1128 members 
Mstep: Class 14 contains 13615 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 30639 members 
Mstep: Class 17 contains 4138 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 1761 members 
Mstep: Class 20 contains 19416 members 
Mstep: Class 21 contains 34850 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 15926 members 
Mstep: Class 24 contains 3845 members 
Mstep: Class 25 contains 344 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 1258 members 
Mstep: Class 29 contains 616 members 
Mstep: Class 30 contains 1439 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 880 members 
Mstep: Class 34 contains 1014 members 
Mstep: Class 35 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86700600.000000 Penalty: 114959.039062
Iteration 81Q: 36 clusters Score -8.67006e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 77824 members 
Mstep: Class 4 contains 107807 members 
Mstep: Class 5 contains 5257 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 28635 members 
Mstep: Class 10 contains 9506 members 
Mstep: Class 11 contains 150059 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 1139 members 
Mstep: Class 14 contains 13594 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 30545 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 19417 members 
Mstep: Class 21 contains 34816 members 
Mstep: Class 22 contains 6805 members 
Mstep: Class 23 contains 15834 members 
Mstep: Class 24 contains 3853 members 
Mstep: Class 25 contains 332 members 
Mstep: Class 26 contains 337 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 1281 members 
Mstep: Class 29 contains 614 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1403 members 
Mstep: Class 32 contains 543 members 
Mstep: Class 33 contains 887 members 
Mstep: Class 34 contains 1015 members 
Mstep: Class 35 contains 8948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701328.000000 Penalty: 114959.039062
Iteration 82Q: 36 clusters Score -8.670133e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1065 members 
Mstep: Class 3 contains 78988 members 
Mstep: Class 4 contains 107521 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10146 members 
Mstep: Class 9 contains 28494 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 148968 members 
Mstep: Class 12 contains 1867 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 13577 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 30439 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 2774 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 19416 members 
Mstep: Class 21 contains 34782 members 
Mstep: Class 22 contains 6806 members 
Mstep: Class 23 contains 15762 members 
Mstep: Class 24 contains 3859 members 
Mstep: Class 25 contains 331 members 
Mstep: Class 26 contains 333 members 
Mstep: Class 27 contains 6031 members 
Mstep: Class 28 contains 1308 members 
Mstep: Class 29 contains 615 members 
Mstep: Class 30 contains 1460 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 557 members 
Mstep: Class 33 contains 892 members 
Mstep: Class 34 contains 1013 members 
Mstep: Class 35 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701824.000000 Penalty: 114959.039062
Iteration 83Q: 36 clusters Score -8.670182e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 80216 members 
Mstep: Class 4 contains 107232 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 3632 members 
Mstep: Class 7 contains 8964 members 
Mstep: Class 8 contains 10219 members 
Mstep: Class 9 contains 28335 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 147932 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 1146 members 
Mstep: Class 14 contains 13567 members 
Mstep: Class 15 contains 442 members 
Mstep: Class 16 contains 30308 members 
Mstep: Class 17 contains 4540 members 
Mstep: Class 18 contains 2778 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 19426 members 
Mstep: Class 21 contains 34756 members 
Mstep: Class 22 contains 6810 members 
Mstep: Class 23 contains 15668 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 331 members 
Mstep: Class 27 contains 6039 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 622 members 
Mstep: Class 30 contains 1467 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 563 members 
Mstep: Class 33 contains 896 members 
Mstep: Class 34 contains 1013 members 
Mstep: Class 35 contains 9598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702312.000000 Penalty: 114959.039062
Iteration 84Q: 36 clusters Score -8.670231e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1074 members 
Mstep: Class 3 contains 81455 members 
Mstep: Class 4 contains 106926 members 
Mstep: Class 5 contains 5186 members 
Mstep: Class 6 contains 3634 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 10285 members 
Mstep: Class 9 contains 28206 members 
Mstep: Class 10 contains 9511 members 
Mstep: Class 11 contains 146901 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 1148 members 
Mstep: Class 14 contains 13555 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 30173 members 
Mstep: Class 17 contains 4637 members 
Mstep: Class 18 contains 2782 members 
Mstep: Class 19 contains 1752 members 
Mstep: Class 20 contains 19431 members 
Mstep: Class 21 contains 34752 members 
Mstep: Class 22 contains 6806 members 
Mstep: Class 23 contains 15601 members 
Mstep: Class 24 contains 3858 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 330 members 
Mstep: Class 27 contains 6044 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 566 members 
Mstep: Class 33 contains 900 members 
Mstep: Class 34 contains 1012 members 
Mstep: Class 35 contains 9852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702808.000000 Penalty: 114959.039062
Iteration 85Q: 36 clusters Score -8.670281e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1079 members 
Mstep: Class 3 contains 82808 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 10350 members 
Mstep: Class 9 contains 28047 members 
Mstep: Class 10 contains 9511 members 
Mstep: Class 11 contains 145816 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 13544 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 30072 members 
Mstep: Class 17 contains 4713 members 
Mstep: Class 18 contains 2788 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 19441 members 
Mstep: Class 21 contains 34719 members 
Mstep: Class 22 contains 6802 members 
Mstep: Class 23 contains 15520 members 
Mstep: Class 24 contains 3866 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 328 members 
Mstep: Class 27 contains 6042 members 
Mstep: Class 28 contains 1348 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1469 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 567 members 
Mstep: Class 33 contains 906 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 10070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703296.000000 Penalty: 114959.039062
Iteration 86Q: 36 clusters Score -8.67033e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1079 members 
Mstep: Class 3 contains 84069 members 
Mstep: Class 4 contains 106553 members 
Mstep: Class 5 contains 5144 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8982 members 
Mstep: Class 8 contains 10400 members 
Mstep: Class 9 contains 27834 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 144751 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 29982 members 
Mstep: Class 17 contains 4786 members 
Mstep: Class 18 contains 2791 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 19443 members 
Mstep: Class 21 contains 34702 members 
Mstep: Class 22 contains 6805 members 
Mstep: Class 23 contains 15444 members 
Mstep: Class 24 contains 3872 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 1363 members 
Mstep: Class 29 contains 637 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 10234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703920.000000 Penalty: 114959.039062
Iteration 87Q: 36 clusters Score -8.670392e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 85366 members 
Mstep: Class 4 contains 106410 members 
Mstep: Class 5 contains 5126 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8985 members 
Mstep: Class 8 contains 10444 members 
Mstep: Class 9 contains 27622 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 143730 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13522 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 29880 members 
Mstep: Class 17 contains 4840 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 1753 members 
Mstep: Class 20 contains 19445 members 
Mstep: Class 21 contains 34694 members 
Mstep: Class 22 contains 6812 members 
Mstep: Class 23 contains 15373 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 6048 members 
Mstep: Class 28 contains 1378 members 
Mstep: Class 29 contains 640 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 572 members 
Mstep: Class 33 contains 908 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 10386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704048.000000 Penalty: 114959.039062
Iteration 88Q: 36 clusters Score -8.670405e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 86686 members 
Mstep: Class 4 contains 106292 members 
Mstep: Class 5 contains 5116 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 10493 members 
Mstep: Class 9 contains 27386 members 
Mstep: Class 10 contains 9512 members 
Mstep: Class 11 contains 142685 members 
Mstep: Class 12 contains 1840 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13519 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 29783 members 
Mstep: Class 17 contains 4885 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 20 contains 19447 members 
Mstep: Class 21 contains 34687 members 
Mstep: Class 22 contains 6817 members 
Mstep: Class 23 contains 15296 members 
Mstep: Class 24 contains 3879 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 6047 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 644 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 909 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704392.000000 Penalty: 114959.039062
Iteration 89Q: 36 clusters Score -8.670439e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 87989 members 
Mstep: Class 4 contains 106209 members 
Mstep: Class 5 contains 5106 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 10536 members 
Mstep: Class 9 contains 27153 members 
Mstep: Class 10 contains 9511 members 
Mstep: Class 11 contains 141674 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13510 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 29672 members 
Mstep: Class 17 contains 4945 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 1749 members 
Mstep: Class 20 contains 19451 members 
Mstep: Class 21 contains 34661 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 15215 members 
Mstep: Class 24 contains 3883 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 6044 members 
Mstep: Class 28 contains 1406 members 
Mstep: Class 29 contains 645 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 911 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 10667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704720.000000 Penalty: 114959.039062
Iteration 90Q: 36 clusters Score -8.670472e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 89260 members 
Mstep: Class 4 contains 106113 members 
Mstep: Class 5 contains 5099 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 26920 members 
Mstep: Class 10 contains 9506 members 
Mstep: Class 11 contains 140701 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13492 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 29575 members 
Mstep: Class 17 contains 4995 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 1748 members 
Mstep: Class 20 contains 19450 members 
Mstep: Class 21 contains 34654 members 
Mstep: Class 22 contains 6825 members 
Mstep: Class 23 contains 15142 members 
Mstep: Class 24 contains 3888 members 
Mstep: Class 25 contains 329 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1422 members 
Mstep: Class 29 contains 643 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 913 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 10798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704832.000000 Penalty: 114959.039062
Iteration 91Q: 36 clusters Score -8.670483e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 90554 members 
Mstep: Class 4 contains 106054 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 10578 members 
Mstep: Class 9 contains 26656 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 139762 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 29472 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 19453 members 
Mstep: Class 21 contains 34638 members 
Mstep: Class 22 contains 6839 members 
Mstep: Class 23 contains 15069 members 
Mstep: Class 24 contains 3891 members 
Mstep: Class 25 contains 328 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 1432 members 
Mstep: Class 29 contains 645 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 574 members 
Mstep: Class 33 contains 914 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 10913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705512.000000 Penalty: 114959.039062
Iteration 92Q: 36 clusters Score -8.670551e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 91790 members 
Mstep: Class 4 contains 106129 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 10589 members 
Mstep: Class 9 contains 26367 members 
Mstep: Class 10 contains 9500 members 
Mstep: Class 11 contains 138803 members 
Mstep: Class 12 contains 1829 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13468 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 29367 members 
Mstep: Class 17 contains 5069 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1750 members 
Mstep: Class 20 contains 19451 members 
Mstep: Class 21 contains 34627 members 
Mstep: Class 22 contains 6852 members 
Mstep: Class 23 contains 14981 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 328 members 
Mstep: Class 26 contains 326 members 
Mstep: Class 27 contains 6030 members 
Mstep: Class 28 contains 1439 members 
Mstep: Class 29 contains 646 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 574 members 
Mstep: Class 33 contains 915 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 11003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705952.000000 Penalty: 114959.039062
Iteration 93Q: 36 clusters Score -8.670595e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 93011 members 
Mstep: Class 4 contains 106154 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 10606 members 
Mstep: Class 9 contains 26068 members 
Mstep: Class 10 contains 9500 members 
Mstep: Class 11 contains 137904 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13452 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 29288 members 
Mstep: Class 17 contains 5115 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1754 members 
Mstep: Class 20 contains 19441 members 
Mstep: Class 21 contains 34624 members 
Mstep: Class 22 contains 6857 members 
Mstep: Class 23 contains 14906 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 327 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 6027 members 
Mstep: Class 28 contains 1450 members 
Mstep: Class 29 contains 648 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 574 members 
Mstep: Class 33 contains 918 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 11069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706464.000000 Penalty: 114959.039062
Iteration 94Q: 36 clusters Score -8.670646e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 94232 members 
Mstep: Class 4 contains 106137 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 10635 members 
Mstep: Class 9 contains 25761 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 137009 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13445 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 29211 members 
Mstep: Class 17 contains 5158 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1756 members 
Mstep: Class 20 contains 19441 members 
Mstep: Class 21 contains 34603 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 14858 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 326 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 6018 members 
Mstep: Class 28 contains 1453 members 
Mstep: Class 29 contains 649 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 922 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 11153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706784.000000 Penalty: 114959.039062
Iteration 95Q: 36 clusters Score -8.670678e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 95389 members 
Mstep: Class 4 contains 106076 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 10664 members 
Mstep: Class 9 contains 25498 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 136208 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13431 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 29130 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1758 members 
Mstep: Class 20 contains 19430 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 14828 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 326 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 6018 members 
Mstep: Class 28 contains 1459 members 
Mstep: Class 29 contains 649 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 923 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 11203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706984.000000 Penalty: 114959.039062
Iteration 96Q: 36 clusters Score -8.670698e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 96503 members 
Mstep: Class 4 contains 105961 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 10680 members 
Mstep: Class 9 contains 25219 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 135528 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13419 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 29047 members 
Mstep: Class 17 contains 5215 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1762 members 
Mstep: Class 20 contains 19426 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6860 members 
Mstep: Class 23 contains 14805 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 326 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 6015 members 
Mstep: Class 28 contains 1463 members 
Mstep: Class 29 contains 649 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 11247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707504.000000 Penalty: 114959.039062
Iteration 97Q: 36 clusters Score -8.67075e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 97631 members 
Mstep: Class 4 contains 105789 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 10686 members 
Mstep: Class 9 contains 24957 members 
Mstep: Class 10 contains 9503 members 
Mstep: Class 11 contains 134919 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 28962 members 
Mstep: Class 17 contains 5238 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1765 members 
Mstep: Class 20 contains 19428 members 
Mstep: Class 21 contains 34578 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 325 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 6009 members 
Mstep: Class 28 contains 1467 members 
Mstep: Class 29 contains 649 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 11265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707832.000000 Penalty: 114959.039062
Iteration 98Q: 36 clusters Score -8.670783e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 98637 members 
Mstep: Class 4 contains 105694 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 10663 members 
Mstep: Class 9 contains 24738 members 
Mstep: Class 10 contains 9503 members 
Mstep: Class 11 contains 134318 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13410 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 28895 members 
Mstep: Class 17 contains 5268 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1766 members 
Mstep: Class 20 contains 19427 members 
Mstep: Class 21 contains 34569 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 324 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 6010 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 649 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 924 members 
Mstep: Class 34 contains 1011 members 
Mstep: Class 35 contains 11301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708112.000000 Penalty: 114959.039062
Iteration 99Q: 36 clusters Score -8.670811e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 99503 members 
Mstep: Class 4 contains 105663 members 
Mstep: Class 5 contains 5013 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 10653 members 
Mstep: Class 9 contains 24534 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 133722 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 13413 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 28843 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 20 contains 19432 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6882 members 
Mstep: Class 23 contains 14655 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 325 members 
Mstep: Class 27 contains 6011 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 649 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 926 members 
Mstep: Class 34 contains 1012 members 
Mstep: Class 35 contains 11347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708496.000000 Penalty: 114959.039062
Iteration 100F: 36 clusters Score -8.67085e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 320 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 100256 members 
Mstep: Class 4 contains 105742 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 8983 members 
Mstep: Class 8 contains 10646 members 
Mstep: Class 9 contains 24353 members 
Mstep: Class 10 contains 9501 members 
Mstep: Class 11 contains 133104 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 14 contains 13413 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 28805 members 
Mstep: Class 17 contains 5347 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 20 contains 19436 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6877 members 
Mstep: Class 23 contains 14605 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 328 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 1475 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 928 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 11396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709264.000000 Penalty: 114959.039062
Iteration 101Q: 36 clusters Score -8.670926e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 100869 members 
Mstep: Class 4 contains 105896 members 
Mstep: Class 5 contains 4983 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 8986 members 
Mstep: Class 8 contains 10622 members 
Mstep: Class 9 contains 24192 members 
Mstep: Class 10 contains 9500 members 
Mstep: Class 11 contains 132518 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 1153 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 448 members 
Mstep: Class 16 contains 28765 members 
Mstep: Class 17 contains 5395 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19440 members 
Mstep: Class 21 contains 34541 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 14540 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 319 members 
Mstep: Class 26 contains 327 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 1482 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 575 members 
Mstep: Class 33 contains 930 members 
Mstep: Class 34 contains 1010 members 
Mstep: Class 35 contains 11464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709816.000000 Penalty: 114959.039062
Iteration 102Q: 36 clusters Score -8.670982e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 101285 members 
Mstep: Class 4 contains 106139 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 8990 members 
Mstep: Class 8 contains 10605 members 
Mstep: Class 9 contains 24035 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 132033 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 28732 members 
Mstep: Class 17 contains 5450 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19446 members 
Mstep: Class 21 contains 34527 members 
Mstep: Class 22 contains 6892 members 
Mstep: Class 23 contains 14469 members 
Mstep: Class 24 contains 3905 members 
Mstep: Class 25 contains 316 members 
Mstep: Class 26 contains 320 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 1494 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 577 members 
Mstep: Class 33 contains 930 members 
Mstep: Class 34 contains 1009 members 
Mstep: Class 35 contains 11517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709944.000000 Penalty: 114959.039062
Iteration 103Q: 36 clusters Score -8.670994e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 101522 members 
Mstep: Class 4 contains 106446 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 8994 members 
Mstep: Class 8 contains 10602 members 
Mstep: Class 9 contains 23915 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 11 contains 131633 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 1155 members 
Mstep: Class 14 contains 13398 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 28709 members 
Mstep: Class 17 contains 5506 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19448 members 
Mstep: Class 21 contains 34534 members 
Mstep: Class 22 contains 6895 members 
Mstep: Class 23 contains 14394 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 314 members 
Mstep: Class 26 contains 313 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1503 members 
Mstep: Class 29 contains 652 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 929 members 
Mstep: Class 34 contains 1008 members 
Mstep: Class 35 contains 11560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710056.000000 Penalty: 114959.039062
Iteration 104Q: 36 clusters Score -8.671006e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 101619 members 
Mstep: Class 4 contains 106840 members 
Mstep: Class 5 contains 4940 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 10607 members 
Mstep: Class 9 contains 23794 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 131262 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 1160 members 
Mstep: Class 14 contains 13399 members 
Mstep: Class 15 contains 450 members 
Mstep: Class 16 contains 28694 members 
Mstep: Class 17 contains 5559 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19452 members 
Mstep: Class 21 contains 34530 members 
Mstep: Class 22 contains 6904 members 
Mstep: Class 23 contains 14305 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 309 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 648 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 580 members 
Mstep: Class 33 contains 931 members 
Mstep: Class 34 contains 1003 members 
Mstep: Class 35 contains 11600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710424.000000 Penalty: 114959.039062
Iteration 105Q: 36 clusters Score -8.671042e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1126 members 
Mstep: Class 3 contains 101561 members 
Mstep: Class 4 contains 107291 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 10609 members 
Mstep: Class 9 contains 23701 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 130932 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 13396 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 28697 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19454 members 
Mstep: Class 21 contains 34528 members 
Mstep: Class 22 contains 6910 members 
Mstep: Class 23 contains 14239 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 306 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1517 members 
Mstep: Class 29 contains 639 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 580 members 
Mstep: Class 33 contains 933 members 
Mstep: Class 34 contains 1000 members 
Mstep: Class 35 contains 11654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710360.000000 Penalty: 114959.039062
Iteration 106Q: 36 clusters Score -8.671036e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 101416 members 
Mstep: Class 4 contains 107840 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 23608 members 
Mstep: Class 10 contains 9479 members 
Mstep: Class 11 contains 130607 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 13385 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 28722 members 
Mstep: Class 17 contains 5661 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 20 contains 19453 members 
Mstep: Class 21 contains 34519 members 
Mstep: Class 22 contains 6916 members 
Mstep: Class 23 contains 14182 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 627 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 580 members 
Mstep: Class 33 contains 938 members 
Mstep: Class 34 contains 1000 members 
Mstep: Class 35 contains 11696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710288.000000 Penalty: 114959.039062
Iteration 107Q: 36 clusters Score -8.671029e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1156 members 
Mstep: Class 3 contains 101230 members 
Mstep: Class 4 contains 108365 members 
Mstep: Class 5 contains 4897 members 
Mstep: Class 6 contains 3639 members 
Mstep: Class 7 contains 9004 members 
Mstep: Class 8 contains 10597 members 
Mstep: Class 9 contains 23544 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 130281 members 
Mstep: Class 12 contains 1789 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13375 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 28744 members 
Mstep: Class 17 contains 5712 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19456 members 
Mstep: Class 21 contains 34524 members 
Mstep: Class 22 contains 6915 members 
Mstep: Class 23 contains 14136 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 305 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 1520 members 
Mstep: Class 29 contains 610 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 939 members 
Mstep: Class 34 contains 998 members 
Mstep: Class 35 contains 11748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710312.000000 Penalty: 114959.039062
Iteration 108Q: 36 clusters Score -8.671031e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 101007 members 
Mstep: Class 4 contains 108867 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 10589 members 
Mstep: Class 9 contains 23478 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 11 contains 130039 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 13359 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 28769 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19453 members 
Mstep: Class 21 contains 34519 members 
Mstep: Class 22 contains 6925 members 
Mstep: Class 23 contains 14096 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 5986 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 942 members 
Mstep: Class 34 contains 997 members 
Mstep: Class 35 contains 11781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710064.000000 Penalty: 114959.039062
Iteration 109Q: 36 clusters Score -8.671006e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 100824 members 
Mstep: Class 4 contains 109355 members 
Mstep: Class 5 contains 4872 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 10583 members 
Mstep: Class 9 contains 23413 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 129791 members 
Mstep: Class 12 contains 1780 members 
Mstep: Class 13 contains 1167 members 
Mstep: Class 14 contains 13350 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 28782 members 
Mstep: Class 17 contains 5794 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19455 members 
Mstep: Class 21 contains 34509 members 
Mstep: Class 22 contains 6930 members 
Mstep: Class 23 contains 14061 members 
Mstep: Class 24 contains 3902 members 
Mstep: Class 25 contains 312 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 946 members 
Mstep: Class 34 contains 995 members 
Mstep: Class 35 contains 11806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710320.000000 Penalty: 114959.039062
Iteration 110Q: 36 clusters Score -8.671032e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1184 members 
Mstep: Class 3 contains 100661 members 
Mstep: Class 4 contains 109772 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 10569 members 
Mstep: Class 9 contains 23358 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 129590 members 
Mstep: Class 12 contains 1776 members 
Mstep: Class 13 contains 1166 members 
Mstep: Class 14 contains 13350 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 28800 members 
Mstep: Class 17 contains 5816 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19455 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 6935 members 
Mstep: Class 23 contains 14026 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 1522 members 
Mstep: Class 29 contains 586 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 948 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710416.000000 Penalty: 114959.039062
Iteration 111Q: 36 clusters Score -8.671042e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 100496 members 
Mstep: Class 4 contains 110139 members 
Mstep: Class 5 contains 4861 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 10551 members 
Mstep: Class 9 contains 23324 members 
Mstep: Class 10 contains 9463 members 
Mstep: Class 11 contains 129439 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13341 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 28820 members 
Mstep: Class 17 contains 5846 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19455 members 
Mstep: Class 21 contains 34491 members 
Mstep: Class 22 contains 6938 members 
Mstep: Class 23 contains 13993 members 
Mstep: Class 24 contains 3906 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 5985 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 584 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 952 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710504.000000 Penalty: 114959.039062
Iteration 112Q: 36 clusters Score -8.67105e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 100348 members 
Mstep: Class 4 contains 110472 members 
Mstep: Class 5 contains 4856 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 9005 members 
Mstep: Class 8 contains 10543 members 
Mstep: Class 9 contains 23294 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 129295 members 
Mstep: Class 12 contains 1767 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 28843 members 
Mstep: Class 17 contains 5861 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19458 members 
Mstep: Class 21 contains 34484 members 
Mstep: Class 22 contains 6943 members 
Mstep: Class 23 contains 13959 members 
Mstep: Class 24 contains 3906 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 5987 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 956 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710520.000000 Penalty: 114959.039062
Iteration 113Q: 36 clusters Score -8.671052e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 100233 members 
Mstep: Class 4 contains 110725 members 
Mstep: Class 5 contains 4854 members 
Mstep: Class 6 contains 3642 members 
Mstep: Class 7 contains 9004 members 
Mstep: Class 8 contains 10538 members 
Mstep: Class 9 contains 23258 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 129194 members 
Mstep: Class 12 contains 1764 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13314 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 28859 members 
Mstep: Class 17 contains 5878 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19459 members 
Mstep: Class 21 contains 34480 members 
Mstep: Class 22 contains 6947 members 
Mstep: Class 23 contains 13926 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 1522 members 
Mstep: Class 29 contains 577 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 961 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710376.000000 Penalty: 114959.039062
Iteration 114Q: 36 clusters Score -8.671038e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 100143 members 
Mstep: Class 4 contains 110937 members 
Mstep: Class 5 contains 4847 members 
Mstep: Class 6 contains 3642 members 
Mstep: Class 7 contains 9005 members 
Mstep: Class 8 contains 10529 members 
Mstep: Class 9 contains 23224 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 129105 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13299 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 28872 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19466 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6951 members 
Mstep: Class 23 contains 13904 members 
Mstep: Class 24 contains 3909 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 1524 members 
Mstep: Class 29 contains 578 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 962 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710312.000000 Penalty: 114959.039062
Iteration 115Q: 36 clusters Score -8.671031e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 100048 members 
Mstep: Class 4 contains 111078 members 
Mstep: Class 5 contains 4843 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 10525 members 
Mstep: Class 9 contains 23213 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 129070 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 28884 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19466 members 
Mstep: Class 21 contains 34479 members 
Mstep: Class 22 contains 6955 members 
Mstep: Class 23 contains 13891 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 579 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 964 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710184.000000 Penalty: 114959.039062
Iteration 116Q: 36 clusters Score -8.671018e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99974 members 
Mstep: Class 4 contains 111210 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8999 members 
Mstep: Class 8 contains 10514 members 
Mstep: Class 9 contains 23199 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 129029 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13275 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28888 members 
Mstep: Class 17 contains 5935 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19471 members 
Mstep: Class 21 contains 34484 members 
Mstep: Class 22 contains 6954 members 
Mstep: Class 23 contains 13865 members 
Mstep: Class 24 contains 3910 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1522 members 
Mstep: Class 29 contains 579 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 966 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710192.000000 Penalty: 114959.039062
Iteration 117Q: 36 clusters Score -8.671019e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99935 members 
Mstep: Class 4 contains 111277 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 10509 members 
Mstep: Class 9 contains 23189 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 129000 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13267 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 28895 members 
Mstep: Class 17 contains 5955 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19472 members 
Mstep: Class 21 contains 34486 members 
Mstep: Class 22 contains 6954 members 
Mstep: Class 23 contains 13848 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 967 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710000.000000 Penalty: 114959.039062
Iteration 118Q: 36 clusters Score -8.671e+07 nChanged 496
Entering ConstructFrom: 
Score: -86710000.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -231880.625000 Penalty: 1829.839111
	Iteration 0F: 2 clusters Score -231880.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -229521.953125 Penalty: 3659.678223
	Iteration 0F: 3 clusters Score -229522 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -229938.406250 Penalty: 3659.678223
	Iteration 1F: 3 clusters Score -229938.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -230076.921875 Penalty: 3659.678223
	Iteration 2F: 3 clusters Score -230076.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -230172.046875 Penalty: 3659.678223
	Iteration 3Q: 3 clusters Score -230172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -230241.687500 Penalty: 3659.678223
	Iteration 4Q: 3 clusters Score -230241.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -230320.906250 Penalty: 3659.678223
	Iteration 5Q: 3 clusters Score -230320.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -230418.453125 Penalty: 3659.678223
	Iteration 6Q: 3 clusters Score -230418.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -230497.484375 Penalty: 3659.678223
	Iteration 7Q: 3 clusters Score -230497.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -230557.890625 Penalty: 3659.678223
	Iteration 8Q: 3 clusters Score -230557.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -230608.265625 Penalty: 3659.678223
	Iteration 9Q: 3 clusters Score -230608.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -230645.765625 Penalty: 3659.678223
	Iteration 10Q: 3 clusters Score -230645.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230668.156250 Penalty: 3659.678223
	Iteration 11Q: 3 clusters Score -230668.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -230682.875000 Penalty: 3659.678223
	Iteration 12Q: 3 clusters Score -230682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -230692.406250 Penalty: 3659.678223
	Iteration 13Q: 3 clusters Score -230692.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230704.296875 Penalty: 3659.678223
	Iteration 14Q: 3 clusters Score -230704.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -230716.968750 Penalty: 3659.678223
	Iteration 15Q: 3 clusters Score -230717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -230726.890625 Penalty: 3659.678223
	Iteration 16Q: 3 clusters Score -230726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -230736.718750 Penalty: 3659.678223
	Iteration 17Q: 3 clusters Score -230736.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -230748.078125 Penalty: 3659.678223
	Iteration 18Q: 3 clusters Score -230748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -230757.843750 Penalty: 3659.678223
	Iteration 19Q: 3 clusters Score -230757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -230768.093750 Penalty: 3659.678223
	Iteration 20F: 3 clusters Score -230768.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -230777.765625 Penalty: 3659.678223
	Iteration 21Q: 3 clusters Score -230777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -230784.140625 Penalty: 3659.678223
	Iteration 22Q: 3 clusters Score -230784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -230798.671875 Penalty: 3659.678223
	Iteration 23Q: 3 clusters Score -230798.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -230804.687500 Penalty: 3659.678223
	Iteration 24Q: 3 clusters Score -230804.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -230810.890625 Penalty: 3659.678223
	Iteration 25Q: 3 clusters Score -230810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -230817.968750 Penalty: 3659.678223
	Iteration 26Q: 3 clusters Score -230818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -230824.078125 Penalty: 3659.678223
	Iteration 27Q: 3 clusters Score -230824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -230829.828125 Penalty: 3659.678223
	Iteration 28Q: 3 clusters Score -230829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -230833.453125 Penalty: 3659.678223
	Iteration 29Q: 3 clusters Score -230833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -230838.515625 Penalty: 3659.678223
	Iteration 30Q: 3 clusters Score -230838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -230838.515625 Penalty: 3659.678223
	Iteration 31F: 3 clusters Score -230838.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -162053.750000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -162053.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -160019.765625 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -160019.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -160530.656250 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -160530.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160754.265625 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -160754.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -160935.625000 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -160935.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -161088.531250 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -161088.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -161187.515625 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -161187.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -161275.109375 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -161275.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -161320.453125 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -161320.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -161373.031250 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -161373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161393.234375 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -161393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161405.609375 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -161405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161409.328125 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -161409.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161418.296875 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -161418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161418.593750 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -161418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161418.593750 Penalty: 3514.606934
	Iteration 14F: 3 clusters Score -161418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (99896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Entering Unmasked Estep 
Score: -15774336.000000 Penalty: 2854.947510
	Iteration 0F: 2 clusters Score -1.577434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -15708519.000000 Penalty: 5709.895020
	Iteration 0F: 3 clusters Score -1.570852e+07 nChanged 47110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -15735453.000000 Penalty: 5709.895020
	Iteration 1F: 3 clusters Score -1.573545e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -15736396.000000 Penalty: 5709.895020
	Iteration 2Q: 3 clusters Score -1.57364e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -15737576.000000 Penalty: 5709.895020
	Iteration 3Q: 3 clusters Score -1.573758e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -15739204.000000 Penalty: 5709.895020
	Iteration 4Q: 3 clusters Score -1.57392e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -15741774.000000 Penalty: 5709.895020
	Iteration 5F: 3 clusters Score -1.574177e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -15745688.000000 Penalty: 5709.895020
	Iteration 6F: 3 clusters Score -1.574569e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -15751024.000000 Penalty: 5709.895020
	Iteration 7F: 3 clusters Score -1.575102e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -15756932.000000 Penalty: 5709.895020
	Iteration 8F: 3 clusters Score -1.575693e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -15761754.000000 Penalty: 5709.895020
	Iteration 9F: 3 clusters Score -1.576175e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -15764769.000000 Penalty: 5709.895020
	Iteration 10Q: 3 clusters Score -1.576477e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -15766670.000000 Penalty: 5709.895020
	Iteration 11Q: 3 clusters Score -1.576667e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -15768063.000000 Penalty: 5709.895020
	Iteration 12Q: 3 clusters Score -1.576806e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -15768935.000000 Penalty: 5709.895020
	Iteration 13Q: 3 clusters Score -1.576894e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -15769657.000000 Penalty: 5709.895020
	Iteration 14Q: 3 clusters Score -1.576966e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -15770255.000000 Penalty: 5709.895020
	Iteration 15Q: 3 clusters Score -1.577026e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 94805 members 
Entering Unmasked Estep 
Score: -15770865.000000 Penalty: 5709.895020
	Iteration 16Q: 3 clusters Score -1.577086e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 95763 members 
Entering Unmasked Estep 
Score: -15771361.000000 Penalty: 5709.895020
	Iteration 17Q: 3 clusters Score -1.577136e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -15771628.000000 Penalty: 5709.895020
	Iteration 18Q: 3 clusters Score -1.577163e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -15771924.000000 Penalty: 5709.895020
	Iteration 19Q: 3 clusters Score -1.577192e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -15772043.000000 Penalty: 5709.895020
	Iteration 20F: 3 clusters Score -1.577204e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 97910 members 
Entering Unmasked Estep 
Score: -15772107.000000 Penalty: 5709.895020
	Iteration 21Q: 3 clusters Score -1.577211e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -15772177.000000 Penalty: 5709.895020
	Iteration 22Q: 3 clusters Score -1.577218e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -15772212.000000 Penalty: 5709.895020
	Iteration 23Q: 3 clusters Score -1.577221e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -15772260.000000 Penalty: 5709.895020
	Iteration 24Q: 3 clusters Score -1.577226e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 98561 members 
Entering Unmasked Estep 
Score: -15772316.000000 Penalty: 5709.895020
	Iteration 25Q: 3 clusters Score -1.577232e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -15772376.000000 Penalty: 5709.895020
	Iteration 26Q: 3 clusters Score -1.577238e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -15772389.000000 Penalty: 5709.895020
	Iteration 27Q: 3 clusters Score -1.577239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -15772406.000000 Penalty: 5709.895020
	Iteration 28Q: 3 clusters Score -1.577241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -15772407.000000 Penalty: 5709.895020
	Iteration 29Q: 3 clusters Score -1.577241e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 98837 members 
Entering Unmasked Estep 
Score: -15772397.000000 Penalty: 5709.895020
	Iteration 30Q: 3 clusters Score -1.57724e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -15772398.000000 Penalty: 5709.895020
	Iteration 31Q: 3 clusters Score -1.57724e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -15772405.000000 Penalty: 5709.895020
	Iteration 32Q: 3 clusters Score -1.57724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -15772400.000000 Penalty: 5709.895020
	Iteration 33Q: 3 clusters Score -1.57724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -15772397.000000 Penalty: 5709.895020
	Iteration 34Q: 3 clusters Score -1.57724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -15772396.000000 Penalty: 5709.895020
	Iteration 35Q: 3 clusters Score -1.57724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -15772405.000000 Penalty: 5709.895020
	Iteration 36Q: 3 clusters Score -1.57724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -15772404.000000 Penalty: 5709.895020
	Iteration 37Q: 3 clusters Score -1.57724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 98951 members 
Entering Unmasked Estep 
Score: -15772419.000000 Penalty: 5709.895020
	Iteration 38Q: 3 clusters Score -1.577242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
Score: -15772415.000000 Penalty: 5709.895020
	Iteration 39Q: 3 clusters Score -1.577242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -15772439.000000 Penalty: 5709.895020
	Iteration 40F: 3 clusters Score -1.577244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -15772437.000000 Penalty: 5709.895020
	Iteration 41Q: 3 clusters Score -1.577244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 98969 members 
Entering Unmasked Estep 
Score: -15772439.000000 Penalty: 5709.895020
	Iteration 42Q: 3 clusters Score -1.577244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 98975 members 
Entering Unmasked Estep 
Score: -15772444.000000 Penalty: 5709.895020
	Iteration 43Q: 3 clusters Score -1.577244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -15772445.000000 Penalty: 5709.895020
	Iteration 44Q: 3 clusters Score -1.577244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -15772447.000000 Penalty: 5709.895020
	Iteration 45Q: 3 clusters Score -1.577245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -15772439.000000 Penalty: 5709.895020
	Iteration 46Q: 3 clusters Score -1.577244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -15772439.000000 Penalty: 5709.895020
	Iteration 47F: 3 clusters Score -1.577244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111348 members 
Entering Unmasked Estep 
Score: -17551412.000000 Penalty: 2881.863037
	Iteration 0F: 2 clusters Score -1.755141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -17480144.000000 Penalty: 5763.726074
	Iteration 0F: 3 clusters Score -1.748014e+07 nChanged 52845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -17511154.000000 Penalty: 5763.726074
	Iteration 1F: 3 clusters Score -1.751115e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -17512552.000000 Penalty: 5763.726074
	Iteration 2Q: 3 clusters Score -1.751255e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -17514694.000000 Penalty: 5763.726074
	Iteration 3Q: 3 clusters Score -1.751469e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -17517740.000000 Penalty: 5763.726074
	Iteration 4F: 3 clusters Score -1.751774e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -17522852.000000 Penalty: 5763.726074
	Iteration 5F: 3 clusters Score -1.752285e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 76206 members 
Entering Unmasked Estep 
Score: -17529596.000000 Penalty: 5763.726074
	Iteration 6F: 3 clusters Score -1.75296e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -17536648.000000 Penalty: 5763.726074
	Iteration 7F: 3 clusters Score -1.753665e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -17541232.000000 Penalty: 5763.726074
	Iteration 8F: 3 clusters Score -1.754123e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -17543316.000000 Penalty: 5763.726074
	Iteration 9Q: 3 clusters Score -1.754332e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -17544262.000000 Penalty: 5763.726074
	Iteration 10Q: 3 clusters Score -1.754426e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -17545006.000000 Penalty: 5763.726074
	Iteration 11Q: 3 clusters Score -1.754501e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -17545584.000000 Penalty: 5763.726074
	Iteration 12Q: 3 clusters Score -1.754558e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -17545980.000000 Penalty: 5763.726074
	Iteration 13Q: 3 clusters Score -1.754598e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -17546360.000000 Penalty: 5763.726074
	Iteration 14Q: 3 clusters Score -1.754636e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -17546624.000000 Penalty: 5763.726074
	Iteration 15Q: 3 clusters Score -1.754662e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -17546834.000000 Penalty: 5763.726074
	Iteration 16Q: 3 clusters Score -1.754683e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -17547020.000000 Penalty: 5763.726074
	Iteration 17Q: 3 clusters Score -1.754702e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -17547224.000000 Penalty: 5763.726074
	Iteration 18Q: 3 clusters Score -1.754722e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -17547398.000000 Penalty: 5763.726074
	Iteration 19Q: 3 clusters Score -1.75474e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 91678 members 
Entering Unmasked Estep 
Score: -17547566.000000 Penalty: 5763.726074
	Iteration 20F: 3 clusters Score -1.754757e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 92148 members 
Entering Unmasked Estep 
Score: -17547722.000000 Penalty: 5763.726074
	Iteration 21Q: 3 clusters Score -1.754772e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -17547826.000000 Penalty: 5763.726074
	Iteration 22Q: 3 clusters Score -1.754783e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 92989 members 
Entering Unmasked Estep 
Score: -17547994.000000 Penalty: 5763.726074
	Iteration 23Q: 3 clusters Score -1.754799e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -17548154.000000 Penalty: 5763.726074
	Iteration 24Q: 3 clusters Score -1.754815e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -17548324.000000 Penalty: 5763.726074
	Iteration 25Q: 3 clusters Score -1.754832e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 94384 members 
Entering Unmasked Estep 
Score: -17548496.000000 Penalty: 5763.726074
	Iteration 26Q: 3 clusters Score -1.75485e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -17548686.000000 Penalty: 5763.726074
	Iteration 27Q: 3 clusters Score -1.754869e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -17548826.000000 Penalty: 5763.726074
	Iteration 28Q: 3 clusters Score -1.754883e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -17548928.000000 Penalty: 5763.726074
	Iteration 29Q: 3 clusters Score -1.754893e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -17549132.000000 Penalty: 5763.726074
	Iteration 30Q: 3 clusters Score -1.754913e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -17549374.000000 Penalty: 5763.726074
	Iteration 31Q: 3 clusters Score -1.754937e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 98842 members 
Entering Unmasked Estep 
Score: -17549530.000000 Penalty: 5763.726074
	Iteration 32Q: 3 clusters Score -1.754953e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -17549716.000000 Penalty: 5763.726074
	Iteration 33Q: 3 clusters Score -1.754972e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -17549804.000000 Penalty: 5763.726074
	Iteration 34Q: 3 clusters Score -1.75498e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 102113 members 
Entering Unmasked Estep 
Score: -17549958.000000 Penalty: 5763.726074
	Iteration 35Q: 3 clusters Score -1.754996e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 103323 members 
Entering Unmasked Estep 
Score: -17550016.000000 Penalty: 5763.726074
	Iteration 36Q: 3 clusters Score -1.755002e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -17549950.000000 Penalty: 5763.726074
	Iteration 37Q: 3 clusters Score -1.754995e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -17549940.000000 Penalty: 5763.726074
	Iteration 38Q: 3 clusters Score -1.754994e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -17549944.000000 Penalty: 5763.726074
	Iteration 39Q: 3 clusters Score -1.754994e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 107649 members 
Entering Unmasked Estep 
Score: -17549968.000000 Penalty: 5763.726074
	Iteration 40F: 3 clusters Score -1.754997e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -17549930.000000 Penalty: 5763.726074
	Iteration 41Q: 3 clusters Score -1.754993e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -17549892.000000 Penalty: 5763.726074
	Iteration 42Q: 3 clusters Score -1.754989e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 109497 members 
Entering Unmasked Estep 
Score: -17549812.000000 Penalty: 5763.726074
	Iteration 43Q: 3 clusters Score -1.754981e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -17549740.000000 Penalty: 5763.726074
	Iteration 44Q: 3 clusters Score -1.754974e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 110031 members 
Entering Unmasked Estep 
Score: -17549724.000000 Penalty: 5763.726074
	Iteration 45Q: 3 clusters Score -1.754972e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 110202 members 
Entering Unmasked Estep 
Score: -17549668.000000 Penalty: 5763.726074
	Iteration 46Q: 3 clusters Score -1.754967e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 110332 members 
Entering Unmasked Estep 
Score: -17549644.000000 Penalty: 5763.726074
	Iteration 47Q: 3 clusters Score -1.754964e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -17549624.000000 Penalty: 5763.726074
	Iteration 48Q: 3 clusters Score -1.754962e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -17549644.000000 Penalty: 5763.726074
	Iteration 49Q: 3 clusters Score -1.754964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -17549622.000000 Penalty: 5763.726074
	Iteration 50Q: 3 clusters Score -1.754962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -17549620.000000 Penalty: 5763.726074
	Iteration 51Q: 3 clusters Score -1.754962e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -17549606.000000 Penalty: 5763.726074
	Iteration 52Q: 3 clusters Score -1.754961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -17549604.000000 Penalty: 5763.726074
	Iteration 53Q: 3 clusters Score -1.75496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 110607 members 
Entering Unmasked Estep 
Score: -17549580.000000 Penalty: 5763.726074
	Iteration 54Q: 3 clusters Score -1.754958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 110619 members 
Entering Unmasked Estep 
Score: -17549574.000000 Penalty: 5763.726074
	Iteration 55Q: 3 clusters Score -1.754957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -17549582.000000 Penalty: 5763.726074
	Iteration 56Q: 3 clusters Score -1.754958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 110641 members 
Entering Unmasked Estep 
Score: -17549580.000000 Penalty: 5763.726074
	Iteration 57Q: 3 clusters Score -1.754958e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 110650 members 
Entering Unmasked Estep 
Score: -17549572.000000 Penalty: 5763.726074
	Iteration 58Q: 3 clusters Score -1.754957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 110658 members 
Entering Unmasked Estep 
Score: -17549582.000000 Penalty: 5763.726074
	Iteration 59Q: 3 clusters Score -1.754958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -17549578.000000 Penalty: 5763.726074
	Iteration 60F: 3 clusters Score -1.754958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 110666 members 
Entering Unmasked Estep 
Score: -17549580.000000 Penalty: 5763.726074
	Iteration 61Q: 3 clusters Score -1.754958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 110672 members 
Entering Unmasked Estep 
Score: -17549568.000000 Penalty: 5763.726074
	Iteration 62Q: 3 clusters Score -1.754957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -17549576.000000 Penalty: 5763.726074
	Iteration 63Q: 3 clusters Score -1.754958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -17549584.000000 Penalty: 5763.726074
	Iteration 64Q: 3 clusters Score -1.754958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 110672 members 
Entering Unmasked Estep 
Score: -17549582.000000 Penalty: 5763.726074
	Iteration 65Q: 3 clusters Score -1.754958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 110672 members 
Entering Unmasked Estep 
Score: -17549582.000000 Penalty: 5763.726074
	Iteration 66F: 3 clusters Score -1.754958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -705057.062500 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -705057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -700697.500000 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -700697.5 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -701839.250000 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -701839.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -702108.312500 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -702108.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -702264.437500 Penalty: 4208.088867
	Iteration 3F: 3 clusters Score -702264.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -702384.875000 Penalty: 4208.088867
	Iteration 4Q: 3 clusters Score -702384.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -702476.937500 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -702476.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -702557.000000 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -702557 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -702634.437500 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -702634.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -702700.250000 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -702700.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -702770.437500 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -702770.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -702849.875000 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -702849.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -702922.062500 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -702922.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -702997.187500 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -702997.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -703061.625000 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -703061.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -703127.625000 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -703127.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -703205.687500 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -703205.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -703295.312500 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -703295.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -703408.125000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -703408.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -703536.250000 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -703536.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -703606.187500 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -703606.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -703650.750000 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -703650.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -703683.125000 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -703683.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -703702.875000 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -703702.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -703716.875000 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -703716.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -703726.875000 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -703726.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -703739.750000 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -703739.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -703750.625000 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -703750.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -703754.125000 Penalty: 4208.088867
	Iteration 27Q: 3 clusters Score -703754.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -703757.750000 Penalty: 4208.088867
	Iteration 28Q: 3 clusters Score -703757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -703761.750000 Penalty: 4208.088867
	Iteration 29Q: 3 clusters Score -703761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -703763.500000 Penalty: 4208.088867
	Iteration 30Q: 3 clusters Score -703763.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -703765.750000 Penalty: 4208.088867
	Iteration 31Q: 3 clusters Score -703765.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -703770.875000 Penalty: 4208.088867
	Iteration 32Q: 3 clusters Score -703770.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -703779.125000 Penalty: 4208.088867
	Iteration 33Q: 3 clusters Score -703779.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -703785.687500 Penalty: 4208.088867
	Iteration 34Q: 3 clusters Score -703785.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -703794.187500 Penalty: 4208.088867
	Iteration 35Q: 3 clusters Score -703794.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -703799.375000 Penalty: 4208.088867
	Iteration 36Q: 3 clusters Score -703799.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -703811.000000 Penalty: 4208.088867
	Iteration 37Q: 3 clusters Score -703811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -703820.500000 Penalty: 4208.088867
	Iteration 38Q: 3 clusters Score -703820.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -703831.812500 Penalty: 4208.088867
	Iteration 39Q: 3 clusters Score -703831.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -703841.250000 Penalty: 4208.088867
	Iteration 40F: 3 clusters Score -703841.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -703849.250000 Penalty: 4208.088867
	Iteration 41Q: 3 clusters Score -703849.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -703857.437500 Penalty: 4208.088867
	Iteration 42Q: 3 clusters Score -703857.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -703866.875000 Penalty: 4208.088867
	Iteration 43Q: 3 clusters Score -703866.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -703870.687500 Penalty: 4208.088867
	Iteration 44Q: 3 clusters Score -703870.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -703875.875000 Penalty: 4208.088867
	Iteration 45Q: 3 clusters Score -703875.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -703879.937500 Penalty: 4208.088867
	Iteration 46Q: 3 clusters Score -703879.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -703886.312500 Penalty: 4208.088867
	Iteration 47Q: 3 clusters Score -703886.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -703892.187500 Penalty: 4208.088867
	Iteration 48Q: 3 clusters Score -703892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -703894.937500 Penalty: 4208.088867
	Iteration 49Q: 3 clusters Score -703894.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -703899.875000 Penalty: 4208.088867
	Iteration 50Q: 3 clusters Score -703899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -703901.562500 Penalty: 4208.088867
	Iteration 51Q: 3 clusters Score -703901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -703903.937500 Penalty: 4208.088867
	Iteration 52Q: 3 clusters Score -703903.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -703906.937500 Penalty: 4208.088867
	Iteration 53Q: 3 clusters Score -703906.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -703910.750000 Penalty: 4208.088867
	Iteration 54Q: 3 clusters Score -703910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -703913.000000 Penalty: 4208.088867
	Iteration 55Q: 3 clusters Score -703913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -703917.562500 Penalty: 4208.088867
	Iteration 56Q: 3 clusters Score -703917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -703922.625000 Penalty: 4208.088867
	Iteration 57Q: 3 clusters Score -703922.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -703926.500000 Penalty: 4208.088867
	Iteration 58Q: 3 clusters Score -703926.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -703930.187500 Penalty: 4208.088867
	Iteration 59Q: 3 clusters Score -703930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -703931.000000 Penalty: 4208.088867
	Iteration 60F: 3 clusters Score -703931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -703932.562500 Penalty: 4208.088867
	Iteration 61Q: 3 clusters Score -703932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -703933.625000 Penalty: 4208.088867
	Iteration 62Q: 3 clusters Score -703933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -703935.187500 Penalty: 4208.088867
	Iteration 63Q: 3 clusters Score -703935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -703937.750000 Penalty: 4208.088867
	Iteration 64Q: 3 clusters Score -703937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -703940.437500 Penalty: 4208.088867
	Iteration 65Q: 3 clusters Score -703940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -703942.000000 Penalty: 4208.088867
	Iteration 66Q: 3 clusters Score -703942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -703944.125000 Penalty: 4208.088867
	Iteration 67Q: 3 clusters Score -703944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -703945.125000 Penalty: 4208.088867
	Iteration 68Q: 3 clusters Score -703945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -703947.250000 Penalty: 4208.088867
	Iteration 69Q: 3 clusters Score -703947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -703949.875000 Penalty: 4208.088867
	Iteration 70Q: 3 clusters Score -703949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -703949.687500 Penalty: 4208.088867
	Iteration 71Q: 3 clusters Score -703949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -703950.250000 Penalty: 4208.088867
	Iteration 72Q: 3 clusters Score -703950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -703951.875000 Penalty: 4208.088867
	Iteration 73Q: 3 clusters Score -703951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -703951.062500 Penalty: 4208.088867
	Iteration 74Q: 3 clusters Score -703951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -703952.812500 Penalty: 4208.088867
	Iteration 75Q: 3 clusters Score -703952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -703953.625000 Penalty: 4208.088867
	Iteration 76Q: 3 clusters Score -703953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -703954.625000 Penalty: 4208.088867
	Iteration 77Q: 3 clusters Score -703954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -703957.687500 Penalty: 4208.088867
	Iteration 78Q: 3 clusters Score -703957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -703958.250000 Penalty: 4208.088867
	Iteration 79Q: 3 clusters Score -703958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -703959.062500 Penalty: 4208.088867
	Iteration 80F: 3 clusters Score -703959.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -703961.437500 Penalty: 4208.088867
	Iteration 81Q: 3 clusters Score -703961.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -703969.750000 Penalty: 4208.088867
	Iteration 82Q: 3 clusters Score -703969.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -703979.187500 Penalty: 4208.088867
	Iteration 83Q: 3 clusters Score -703979.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -703994.812500 Penalty: 4208.088867
	Iteration 84Q: 3 clusters Score -703994.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -704008.000000 Penalty: 4208.088867
	Iteration 85Q: 3 clusters Score -704008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -704030.500000 Penalty: 4208.088867
	Iteration 86Q: 3 clusters Score -704030.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -704065.937500 Penalty: 4208.088867
	Iteration 87Q: 3 clusters Score -704065.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -704105.000000 Penalty: 4208.088867
	Iteration 88Q: 3 clusters Score -704105 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -704138.625000 Penalty: 4208.088867
	Iteration 89Q: 3 clusters Score -704138.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -704159.875000 Penalty: 4208.088867
	Iteration 90Q: 3 clusters Score -704159.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -704177.750000 Penalty: 4208.088867
	Iteration 91Q: 3 clusters Score -704177.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -704198.500000 Penalty: 4208.088867
	Iteration 92Q: 3 clusters Score -704198.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -704220.187500 Penalty: 4208.088867
	Iteration 93Q: 3 clusters Score -704220.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -704240.375000 Penalty: 4208.088867
	Iteration 94Q: 3 clusters Score -704240.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -704270.312500 Penalty: 4208.088867
	Iteration 95Q: 3 clusters Score -704270.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -704291.000000 Penalty: 4208.088867
	Iteration 96Q: 3 clusters Score -704291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -704309.187500 Penalty: 4208.088867
	Iteration 97Q: 3 clusters Score -704309.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -704322.375000 Penalty: 4208.088867
	Iteration 98Q: 3 clusters Score -704322.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -704339.375000 Penalty: 4208.088867
	Iteration 99Q: 3 clusters Score -704339.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -704351.562500 Penalty: 4208.088867
	Iteration 100F: 3 clusters Score -704351.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -704371.000000 Penalty: 4208.088867
	Iteration 101Q: 3 clusters Score -704371 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -704381.062500 Penalty: 4208.088867
	Iteration 102Q: 3 clusters Score -704381.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -704390.125000 Penalty: 4208.088867
	Iteration 103Q: 3 clusters Score -704390.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -704401.187500 Penalty: 4208.088867
	Iteration 104Q: 3 clusters Score -704401.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -704411.750000 Penalty: 4208.088867
	Iteration 105Q: 3 clusters Score -704411.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -704415.437500 Penalty: 4208.088867
	Iteration 106Q: 3 clusters Score -704415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -704417.812500 Penalty: 4208.088867
	Iteration 107Q: 3 clusters Score -704417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -704418.062500 Penalty: 4208.088867
	Iteration 108Q: 3 clusters Score -704418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -704420.187500 Penalty: 4208.088867
	Iteration 109Q: 3 clusters Score -704420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -704422.312500 Penalty: 4208.088867
	Iteration 110Q: 3 clusters Score -704422.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -704422.625000 Penalty: 4208.088867
	Iteration 111Q: 3 clusters Score -704422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -704422.687500 Penalty: 4208.088867
	Iteration 112Q: 3 clusters Score -704422.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -704422.687500 Penalty: 4208.088867
	Iteration 113F: 3 clusters Score -704422.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -565108.562500 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -565108.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -561470.687500 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -561470.7 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -562300.000000 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -562300 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -562499.937500 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -562499.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -562645.250000 Penalty: 4067.207031
	Iteration 3Q: 3 clusters Score -562645.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -562740.250000 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -562740.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -562814.500000 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -562814.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -562870.750000 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -562870.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -562952.687500 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -562952.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -563031.625000 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -563031.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -563084.375000 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -563084.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -563124.062500 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -563124.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -563156.500000 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -563156.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -563192.437500 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -563192.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -563222.625000 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -563222.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -563239.875000 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -563239.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -563257.437500 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -563257.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -563275.062500 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -563275.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -563287.937500 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -563287.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -563296.250000 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -563296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -563302.812500 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -563302.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -563309.687500 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -563309.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -563319.000000 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -563319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -563328.000000 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -563328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -563330.750000 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -563330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -563331.187500 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -563331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -563332.812500 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -563332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -563333.687500 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -563333.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -563334.875000 Penalty: 4067.207031
	Iteration 27Q: 3 clusters Score -563334.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -563338.062500 Penalty: 4067.207031
	Iteration 28Q: 3 clusters Score -563338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -563338.562500 Penalty: 4067.207031
	Iteration 29Q: 3 clusters Score -563338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -563338.375000 Penalty: 4067.207031
	Iteration 30Q: 3 clusters Score -563338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -563338.187500 Penalty: 4067.207031
	Iteration 31Q: 3 clusters Score -563338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -563338.187500 Penalty: 4067.207031
	Iteration 32F: 3 clusters Score -563338.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Entering Unmasked Estep 
Score: -1352529.625000 Penalty: 2257.952393
	Iteration 0F: 2 clusters Score -1352530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1345483.500000 Penalty: 4515.904785
	Iteration 0F: 3 clusters Score -1345484 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1347433.875000 Penalty: 4515.904785
	Iteration 1F: 3 clusters Score -1347434 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1347709.000000 Penalty: 4515.904785
	Iteration 2F: 3 clusters Score -1347709 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1347869.875000 Penalty: 4515.904785
	Iteration 3Q: 3 clusters Score -1347870 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1347991.000000 Penalty: 4515.904785
	Iteration 4Q: 3 clusters Score -1347991 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1348087.500000 Penalty: 4515.904785
	Iteration 5Q: 3 clusters Score -1348088 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1348174.375000 Penalty: 4515.904785
	Iteration 6Q: 3 clusters Score -1348174 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1348262.125000 Penalty: 4515.904785
	Iteration 7Q: 3 clusters Score -1348262 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1348350.750000 Penalty: 4515.904785
	Iteration 8Q: 3 clusters Score -1348351 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1348444.375000 Penalty: 4515.904785
	Iteration 9Q: 3 clusters Score -1348444 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1348536.375000 Penalty: 4515.904785
	Iteration 10Q: 3 clusters Score -1348536 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1348644.875000 Penalty: 4515.904785
	Iteration 11Q: 3 clusters Score -1348645 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1348765.625000 Penalty: 4515.904785
	Iteration 12Q: 3 clusters Score -1348766 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1348893.625000 Penalty: 4515.904785
	Iteration 13Q: 3 clusters Score -1348894 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1349056.125000 Penalty: 4515.904785
	Iteration 14Q: 3 clusters Score -1349056 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1349240.125000 Penalty: 4515.904785
	Iteration 15Q: 3 clusters Score -1349240 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1349426.875000 Penalty: 4515.904785
	Iteration 16Q: 3 clusters Score -1349427 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1349620.000000 Penalty: 4515.904785
	Iteration 17Q: 3 clusters Score -1349620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1349791.625000 Penalty: 4515.904785
	Iteration 18Q: 3 clusters Score -1349792 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1349942.125000 Penalty: 4515.904785
	Iteration 19Q: 3 clusters Score -1349942 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1350066.375000 Penalty: 4515.904785
	Iteration 20F: 3 clusters Score -1350066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1350172.500000 Penalty: 4515.904785
	Iteration 21Q: 3 clusters Score -1350172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1350260.625000 Penalty: 4515.904785
	Iteration 22Q: 3 clusters Score -1350261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1350331.875000 Penalty: 4515.904785
	Iteration 23Q: 3 clusters Score -1350332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1350380.125000 Penalty: 4515.904785
	Iteration 24Q: 3 clusters Score -1350380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1350414.875000 Penalty: 4515.904785
	Iteration 25Q: 3 clusters Score -1350415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1350439.375000 Penalty: 4515.904785
	Iteration 26Q: 3 clusters Score -1350439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1350469.500000 Penalty: 4515.904785
	Iteration 27Q: 3 clusters Score -1350470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1350495.875000 Penalty: 4515.904785
	Iteration 28Q: 3 clusters Score -1350496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1350513.750000 Penalty: 4515.904785
	Iteration 29Q: 3 clusters Score -1350514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1350538.875000 Penalty: 4515.904785
	Iteration 30Q: 3 clusters Score -1350539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1350552.125000 Penalty: 4515.904785
	Iteration 31Q: 3 clusters Score -1350552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1350564.000000 Penalty: 4515.904785
	Iteration 32Q: 3 clusters Score -1350564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1350579.000000 Penalty: 4515.904785
	Iteration 33Q: 3 clusters Score -1350579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1350587.250000 Penalty: 4515.904785
	Iteration 34Q: 3 clusters Score -1350587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1350597.375000 Penalty: 4515.904785
	Iteration 35Q: 3 clusters Score -1350597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1350601.625000 Penalty: 4515.904785
	Iteration 36Q: 3 clusters Score -1350602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1350605.125000 Penalty: 4515.904785
	Iteration 37Q: 3 clusters Score -1350605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1350611.500000 Penalty: 4515.904785
	Iteration 38Q: 3 clusters Score -1350612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1350617.750000 Penalty: 4515.904785
	Iteration 39Q: 3 clusters Score -1350618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1350621.750000 Penalty: 4515.904785
	Iteration 40F: 3 clusters Score -1350622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1350626.125000 Penalty: 4515.904785
	Iteration 41Q: 3 clusters Score -1350626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1350631.875000 Penalty: 4515.904785
	Iteration 42Q: 3 clusters Score -1350632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1350633.750000 Penalty: 4515.904785
	Iteration 43Q: 3 clusters Score -1350634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1350635.875000 Penalty: 4515.904785
	Iteration 44Q: 3 clusters Score -1350636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1350635.875000 Penalty: 4515.904785
	Iteration 45F: 3 clusters Score -1350636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -1670985.500000 Penalty: 2296.217041
	Iteration 0F: 2 clusters Score -1670986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1663027.250000 Penalty: 4592.434082
	Iteration 0F: 3 clusters Score -1663027 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1665359.625000 Penalty: 4592.434082
	Iteration 1F: 3 clusters Score -1665360 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1665768.500000 Penalty: 4592.434082
	Iteration 2F: 3 clusters Score -1665768 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1666194.000000 Penalty: 4592.434082
	Iteration 3F: 3 clusters Score -1666194 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1666764.375000 Penalty: 4592.434082
	Iteration 4F: 3 clusters Score -1666764 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1667472.000000 Penalty: 4592.434082
	Iteration 5F: 3 clusters Score -1667472 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1668215.250000 Penalty: 4592.434082
	Iteration 6F: 3 clusters Score -1668215 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1668815.125000 Penalty: 4592.434082
	Iteration 7F: 3 clusters Score -1668815 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1669256.500000 Penalty: 4592.434082
	Iteration 8Q: 3 clusters Score -1669256 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1669521.500000 Penalty: 4592.434082
	Iteration 9Q: 3 clusters Score -1669522 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1669671.625000 Penalty: 4592.434082
	Iteration 10Q: 3 clusters Score -1669672 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1669734.000000 Penalty: 4592.434082
	Iteration 11Q: 3 clusters Score -1669734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1669776.125000 Penalty: 4592.434082
	Iteration 12Q: 3 clusters Score -1669776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1669804.875000 Penalty: 4592.434082
	Iteration 13Q: 3 clusters Score -1669805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1669819.625000 Penalty: 4592.434082
	Iteration 14Q: 3 clusters Score -1669820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1669831.750000 Penalty: 4592.434082
	Iteration 15Q: 3 clusters Score -1669832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1669842.625000 Penalty: 4592.434082
	Iteration 16Q: 3 clusters Score -1669843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1669848.875000 Penalty: 4592.434082
	Iteration 17Q: 3 clusters Score -1669849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1669849.750000 Penalty: 4592.434082
	Iteration 18Q: 3 clusters Score -1669850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1669855.000000 Penalty: 4592.434082
	Iteration 19Q: 3 clusters Score -1669855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1669852.750000 Penalty: 4592.434082
	Iteration 20F: 3 clusters Score -1669853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1669856.750000 Penalty: 4592.434082
	Iteration 21Q: 3 clusters Score -1669857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1669859.875000 Penalty: 4592.434082
	Iteration 22Q: 3 clusters Score -1669860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1669858.750000 Penalty: 4592.434082
	Iteration 23Q: 3 clusters Score -1669859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1669858.750000 Penalty: 4592.434082
	Iteration 24F: 3 clusters Score -1669859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Entering Unmasked Estep 
Score: -3667951.250000 Penalty: 2492.594971
	Iteration 0F: 2 clusters Score -3667951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3651867.000000 Penalty: 4985.189941
	Iteration 0F: 3 clusters Score -3651867 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3657379.750000 Penalty: 4985.189941
	Iteration 1F: 3 clusters Score -3657380 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3657769.000000 Penalty: 4985.189941
	Iteration 2F: 3 clusters Score -3657769 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3658101.000000 Penalty: 4985.189941
	Iteration 3Q: 3 clusters Score -3658101 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3658333.750000 Penalty: 4985.189941
	Iteration 4Q: 3 clusters Score -3658334 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3658587.000000 Penalty: 4985.189941
	Iteration 5Q: 3 clusters Score -3658587 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -3658844.250000 Penalty: 4985.189941
	Iteration 6Q: 3 clusters Score -3658844 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3659130.500000 Penalty: 4985.189941
	Iteration 7Q: 3 clusters Score -3659130 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3659494.500000 Penalty: 4985.189941
	Iteration 8Q: 3 clusters Score -3659494 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3659934.000000 Penalty: 4985.189941
	Iteration 9Q: 3 clusters Score -3659934 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3660637.250000 Penalty: 4985.189941
	Iteration 10F: 3 clusters Score -3660637 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3661670.750000 Penalty: 4985.189941
	Iteration 11F: 3 clusters Score -3661671 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3663046.750000 Penalty: 4985.189941
	Iteration 12F: 3 clusters Score -3663047 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3664651.000000 Penalty: 4985.189941
	Iteration 13F: 3 clusters Score -3664651 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3666095.250000 Penalty: 4985.189941
	Iteration 14F: 3 clusters Score -3666095 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3667036.500000 Penalty: 4985.189941
	Iteration 15Q: 3 clusters Score -3667036 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3667544.500000 Penalty: 4985.189941
	Iteration 16Q: 3 clusters Score -3667544 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3667788.500000 Penalty: 4985.189941
	Iteration 17Q: 3 clusters Score -3667788 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3667886.000000 Penalty: 4985.189941
	Iteration 18Q: 3 clusters Score -3667886 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3667938.000000 Penalty: 4985.189941
	Iteration 19Q: 3 clusters Score -3667938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3667951.250000 Penalty: 4985.189941
	Iteration 20F: 3 clusters Score -3667951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3667963.750000 Penalty: 4985.189941
	Iteration 21Q: 3 clusters Score -3667964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3667967.250000 Penalty: 4985.189941
	Iteration 22Q: 3 clusters Score -3667967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3667965.250000 Penalty: 4985.189941
	Iteration 23Q: 3 clusters Score -3667965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3667964.250000 Penalty: 4985.189941
	Iteration 24Q: 3 clusters Score -3667964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3667964.000000 Penalty: 4985.189941
	Iteration 25Q: 3 clusters Score -3667964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3667964.500000 Penalty: 4985.189941
	Iteration 26Q: 3 clusters Score -3667964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3667964.500000 Penalty: 4985.189941
	Iteration 27Q: 3 clusters Score -3667964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3667968.250000 Penalty: 4985.189941
	Iteration 28Q: 3 clusters Score -3667968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3667966.500000 Penalty: 4985.189941
	Iteration 29Q: 3 clusters Score -3667966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3667970.750000 Penalty: 4985.189941
	Iteration 30Q: 3 clusters Score -3667971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3667970.000000 Penalty: 4985.189941
	Iteration 31Q: 3 clusters Score -3667970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3667970.000000 Penalty: 4985.189941
	Iteration 32F: 3 clusters Score -3667970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 111348 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 128984 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13258 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11925 members 
Mstep: Class 36 contains 21926 members 
Entering Unmasked Estep 
Score: -86709120.000000 Penalty: 118243.585938
Splitting cluster 9 changes total score from -86710000.000000 to -86709120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Entering Unmasked Estep 
Score: -1472393.125000 Penalty: 2270.266113
	Iteration 0F: 2 clusters Score -1472393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1465016.000000 Penalty: 4540.532227
	Iteration 0F: 3 clusters Score -1465016 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1467087.000000 Penalty: 4540.532227
	Iteration 1F: 3 clusters Score -1467087 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1467379.625000 Penalty: 4540.532227
	Iteration 2F: 3 clusters Score -1467380 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1467574.000000 Penalty: 4540.532227
	Iteration 3Q: 3 clusters Score -1467574 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1467714.875000 Penalty: 4540.532227
	Iteration 4Q: 3 clusters Score -1467715 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1467814.625000 Penalty: 4540.532227
	Iteration 5Q: 3 clusters Score -1467815 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1467886.250000 Penalty: 4540.532227
	Iteration 6Q: 3 clusters Score -1467886 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1467961.250000 Penalty: 4540.532227
	Iteration 7Q: 3 clusters Score -1467961 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1468030.500000 Penalty: 4540.532227
	Iteration 8Q: 3 clusters Score -1468030 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1468112.000000 Penalty: 4540.532227
	Iteration 9Q: 3 clusters Score -1468112 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1468205.750000 Penalty: 4540.532227
	Iteration 10Q: 3 clusters Score -1468206 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1468318.125000 Penalty: 4540.532227
	Iteration 11Q: 3 clusters Score -1468318 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1468454.500000 Penalty: 4540.532227
	Iteration 12Q: 3 clusters Score -1468454 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1468628.125000 Penalty: 4540.532227
	Iteration 13Q: 3 clusters Score -1468628 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1468798.625000 Penalty: 4540.532227
	Iteration 14Q: 3 clusters Score -1468799 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1468981.750000 Penalty: 4540.532227
	Iteration 15Q: 3 clusters Score -1468982 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1469193.375000 Penalty: 4540.532227
	Iteration 16Q: 3 clusters Score -1469193 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1469387.875000 Penalty: 4540.532227
	Iteration 17Q: 3 clusters Score -1469388 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1469568.500000 Penalty: 4540.532227
	Iteration 18Q: 3 clusters Score -1469568 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1469703.250000 Penalty: 4540.532227
	Iteration 19Q: 3 clusters Score -1469703 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1469809.875000 Penalty: 4540.532227
	Iteration 20F: 3 clusters Score -1469810 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1469891.000000 Penalty: 4540.532227
	Iteration 21Q: 3 clusters Score -1469891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1469953.000000 Penalty: 4540.532227
	Iteration 22Q: 3 clusters Score -1469953 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1470014.000000 Penalty: 4540.532227
	Iteration 23Q: 3 clusters Score -1470014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1470069.375000 Penalty: 4540.532227
	Iteration 24Q: 3 clusters Score -1470069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1470117.250000 Penalty: 4540.532227
	Iteration 25Q: 3 clusters Score -1470117 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1470162.000000 Penalty: 4540.532227
	Iteration 26Q: 3 clusters Score -1470162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1470200.250000 Penalty: 4540.532227
	Iteration 27Q: 3 clusters Score -1470200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1470229.500000 Penalty: 4540.532227
	Iteration 28Q: 3 clusters Score -1470230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1470251.000000 Penalty: 4540.532227
	Iteration 29Q: 3 clusters Score -1470251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1470275.625000 Penalty: 4540.532227
	Iteration 30Q: 3 clusters Score -1470276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1470284.875000 Penalty: 4540.532227
	Iteration 31Q: 3 clusters Score -1470285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1470300.500000 Penalty: 4540.532227
	Iteration 32Q: 3 clusters Score -1470300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1470303.625000 Penalty: 4540.532227
	Iteration 33Q: 3 clusters Score -1470304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1470314.375000 Penalty: 4540.532227
	Iteration 34Q: 3 clusters Score -1470314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1470321.875000 Penalty: 4540.532227
	Iteration 35Q: 3 clusters Score -1470322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1470323.000000 Penalty: 4540.532227
	Iteration 36Q: 3 clusters Score -1470323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1470325.625000 Penalty: 4540.532227
	Iteration 37Q: 3 clusters Score -1470326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1470326.500000 Penalty: 4540.532227
	Iteration 38Q: 3 clusters Score -1470326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1470329.250000 Penalty: 4540.532227
	Iteration 39Q: 3 clusters Score -1470329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1470330.250000 Penalty: 4540.532227
	Iteration 40F: 3 clusters Score -1470330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1470334.875000 Penalty: 4540.532227
	Iteration 41Q: 3 clusters Score -1470335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1470339.875000 Penalty: 4540.532227
	Iteration 42Q: 3 clusters Score -1470340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1470344.125000 Penalty: 4540.532227
	Iteration 43Q: 3 clusters Score -1470344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1470352.375000 Penalty: 4540.532227
	Iteration 44Q: 3 clusters Score -1470352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1470356.750000 Penalty: 4540.532227
	Iteration 45Q: 3 clusters Score -1470357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1470361.375000 Penalty: 4540.532227
	Iteration 46Q: 3 clusters Score -1470361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1470366.000000 Penalty: 4540.532227
	Iteration 47Q: 3 clusters Score -1470366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1470378.000000 Penalty: 4540.532227
	Iteration 48Q: 3 clusters Score -1470378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1470383.375000 Penalty: 4540.532227
	Iteration 49Q: 3 clusters Score -1470383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1470388.500000 Penalty: 4540.532227
	Iteration 50Q: 3 clusters Score -1470388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1470392.500000 Penalty: 4540.532227
	Iteration 51Q: 3 clusters Score -1470392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1470398.875000 Penalty: 4540.532227
	Iteration 52Q: 3 clusters Score -1470399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1470400.250000 Penalty: 4540.532227
	Iteration 53Q: 3 clusters Score -1470400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1470400.250000 Penalty: 4540.532227
	Iteration 54F: 3 clusters Score -1470400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128984 members 
Entering Unmasked Estep 
Score: -20277884.000000 Penalty: 2918.325928
	Iteration 0F: 2 clusters Score -2.027788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -20195784.000000 Penalty: 5836.651855
	Iteration 0F: 3 clusters Score -2.019578e+07 nChanged 61458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -20230638.000000 Penalty: 5836.651855
	Iteration 1F: 3 clusters Score -2.023064e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -20231172.000000 Penalty: 5836.651855
	Iteration 2Q: 3 clusters Score -2.023117e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -20231736.000000 Penalty: 5836.651855
	Iteration 3Q: 3 clusters Score -2.023174e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -20232232.000000 Penalty: 5836.651855
	Iteration 4Q: 3 clusters Score -2.023223e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 63778 members 
Entering Unmasked Estep 
Score: -20232922.000000 Penalty: 5836.651855
	Iteration 5Q: 3 clusters Score -2.023292e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 63295 members 
Entering Unmasked Estep 
Score: -20233584.000000 Penalty: 5836.651855
	Iteration 6Q: 3 clusters Score -2.023358e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -20234546.000000 Penalty: 5836.651855
	Iteration 7Q: 3 clusters Score -2.023455e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -20236090.000000 Penalty: 5836.651855
	Iteration 8Q: 3 clusters Score -2.023609e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -20238730.000000 Penalty: 5836.651855
	Iteration 9Q: 3 clusters Score -2.023873e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -20242398.000000 Penalty: 5836.651855
	Iteration 10Q: 3 clusters Score -2.02424e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -20247272.000000 Penalty: 5836.651855
	Iteration 11F: 3 clusters Score -2.024727e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -20252416.000000 Penalty: 5836.651855
	Iteration 12F: 3 clusters Score -2.025242e+07 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -20257316.000000 Penalty: 5836.651855
	Iteration 13F: 3 clusters Score -2.025732e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -20260622.000000 Penalty: 5836.651855
	Iteration 14Q: 3 clusters Score -2.026062e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80952 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -20262402.000000 Penalty: 5836.651855
	Iteration 15Q: 3 clusters Score -2.02624e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -20263134.000000 Penalty: 5836.651855
	Iteration 16Q: 3 clusters Score -2.026313e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -20263578.000000 Penalty: 5836.651855
	Iteration 17Q: 3 clusters Score -2.026358e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -20263808.000000 Penalty: 5836.651855
	Iteration 18Q: 3 clusters Score -2.026381e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -20264028.000000 Penalty: 5836.651855
	Iteration 19Q: 3 clusters Score -2.026403e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86556 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -20264248.000000 Penalty: 5836.651855
	Iteration 20F: 3 clusters Score -2.026425e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -20264530.000000 Penalty: 5836.651855
	Iteration 21Q: 3 clusters Score -2.026453e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -20264860.000000 Penalty: 5836.651855
	Iteration 22Q: 3 clusters Score -2.026486e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -20265102.000000 Penalty: 5836.651855
	Iteration 23Q: 3 clusters Score -2.02651e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -20265532.000000 Penalty: 5836.651855
	Iteration 24Q: 3 clusters Score -2.026553e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -20265902.000000 Penalty: 5836.651855
	Iteration 25Q: 3 clusters Score -2.02659e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -20266272.000000 Penalty: 5836.651855
	Iteration 26Q: 3 clusters Score -2.026627e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97400 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -20266576.000000 Penalty: 5836.651855
	Iteration 27Q: 3 clusters Score -2.026658e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -20266938.000000 Penalty: 5836.651855
	Iteration 28Q: 3 clusters Score -2.026694e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100492 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -20267300.000000 Penalty: 5836.651855
	Iteration 29Q: 3 clusters Score -2.02673e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -20267616.000000 Penalty: 5836.651855
	Iteration 30Q: 3 clusters Score -2.026762e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -20268028.000000 Penalty: 5836.651855
	Iteration 31Q: 3 clusters Score -2.026803e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -20268386.000000 Penalty: 5836.651855
	Iteration 32Q: 3 clusters Score -2.026839e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -20268650.000000 Penalty: 5836.651855
	Iteration 33Q: 3 clusters Score -2.026865e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107683 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -20269052.000000 Penalty: 5836.651855
	Iteration 34Q: 3 clusters Score -2.026905e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -20269328.000000 Penalty: 5836.651855
	Iteration 35Q: 3 clusters Score -2.026933e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -20269696.000000 Penalty: 5836.651855
	Iteration 36Q: 3 clusters Score -2.02697e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -20269952.000000 Penalty: 5836.651855
	Iteration 37Q: 3 clusters Score -2.026995e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -20270262.000000 Penalty: 5836.651855
	Iteration 38Q: 3 clusters Score -2.027026e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113749 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -20270600.000000 Penalty: 5836.651855
	Iteration 39Q: 3 clusters Score -2.02706e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114800 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -20271002.000000 Penalty: 5836.651855
	Iteration 40F: 3 clusters Score -2.0271e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115792 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -20271192.000000 Penalty: 5836.651855
	Iteration 41Q: 3 clusters Score -2.027119e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -20271514.000000 Penalty: 5836.651855
	Iteration 42Q: 3 clusters Score -2.027151e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -20271858.000000 Penalty: 5836.651855
	Iteration 43Q: 3 clusters Score -2.027186e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -20272138.000000 Penalty: 5836.651855
	Iteration 44Q: 3 clusters Score -2.027214e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -20272380.000000 Penalty: 5836.651855
	Iteration 45Q: 3 clusters Score -2.027238e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120098 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -20272602.000000 Penalty: 5836.651855
	Iteration 46Q: 3 clusters Score -2.02726e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -20272836.000000 Penalty: 5836.651855
	Iteration 47Q: 3 clusters Score -2.027284e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -20273122.000000 Penalty: 5836.651855
	Iteration 48Q: 3 clusters Score -2.027312e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122142 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -20273308.000000 Penalty: 5836.651855
	Iteration 49Q: 3 clusters Score -2.027331e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122708 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -20273500.000000 Penalty: 5836.651855
	Iteration 50Q: 3 clusters Score -2.02735e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123203 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -20273618.000000 Penalty: 5836.651855
	Iteration 51Q: 3 clusters Score -2.027362e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123646 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -20273788.000000 Penalty: 5836.651855
	Iteration 52Q: 3 clusters Score -2.027379e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124095 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -20274010.000000 Penalty: 5836.651855
	Iteration 53Q: 3 clusters Score -2.027401e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124509 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -20274106.000000 Penalty: 5836.651855
	Iteration 54Q: 3 clusters Score -2.027411e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124868 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -20274222.000000 Penalty: 5836.651855
	Iteration 55Q: 3 clusters Score -2.027422e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125183 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -20274400.000000 Penalty: 5836.651855
	Iteration 56Q: 3 clusters Score -2.02744e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125483 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -20274564.000000 Penalty: 5836.651855
	Iteration 57Q: 3 clusters Score -2.027456e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -20274602.000000 Penalty: 5836.651855
	Iteration 58Q: 3 clusters Score -2.02746e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125923 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -20274692.000000 Penalty: 5836.651855
	Iteration 59Q: 3 clusters Score -2.027469e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -20274718.000000 Penalty: 5836.651855
	Iteration 60F: 3 clusters Score -2.027472e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126280 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -20274804.000000 Penalty: 5836.651855
	Iteration 61Q: 3 clusters Score -2.02748e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126414 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -20274872.000000 Penalty: 5836.651855
	Iteration 62Q: 3 clusters Score -2.027487e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -20274880.000000 Penalty: 5836.651855
	Iteration 63Q: 3 clusters Score -2.027488e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126674 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -20274942.000000 Penalty: 5836.651855
	Iteration 64Q: 3 clusters Score -2.027494e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126767 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -20274964.000000 Penalty: 5836.651855
	Iteration 65Q: 3 clusters Score -2.027496e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126862 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -20275014.000000 Penalty: 5836.651855
	Iteration 66Q: 3 clusters Score -2.027501e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126959 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -20275064.000000 Penalty: 5836.651855
	Iteration 67Q: 3 clusters Score -2.027506e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127043 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -20275130.000000 Penalty: 5836.651855
	Iteration 68Q: 3 clusters Score -2.027513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127111 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -20275146.000000 Penalty: 5836.651855
	Iteration 69Q: 3 clusters Score -2.027515e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -20275150.000000 Penalty: 5836.651855
	Iteration 70Q: 3 clusters Score -2.027515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127218 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20275170.000000 Penalty: 5836.651855
	Iteration 71Q: 3 clusters Score -2.027517e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127268 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -20275192.000000 Penalty: 5836.651855
	Iteration 72Q: 3 clusters Score -2.027519e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127317 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -20275228.000000 Penalty: 5836.651855
	Iteration 73Q: 3 clusters Score -2.027523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127366 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20275234.000000 Penalty: 5836.651855
	Iteration 74Q: 3 clusters Score -2.027523e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127417 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -20275286.000000 Penalty: 5836.651855
	Iteration 75Q: 3 clusters Score -2.027529e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20275294.000000 Penalty: 5836.651855
	Iteration 76Q: 3 clusters Score -2.027529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127494 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20275338.000000 Penalty: 5836.651855
	Iteration 77Q: 3 clusters Score -2.027534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20275336.000000 Penalty: 5836.651855
	Iteration 78Q: 3 clusters Score -2.027534e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127564 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -20275338.000000 Penalty: 5836.651855
	Iteration 79Q: 3 clusters Score -2.027534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127591 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -20275340.000000 Penalty: 5836.651855
	Iteration 80F: 3 clusters Score -2.027534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127613 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -20275366.000000 Penalty: 5836.651855
	Iteration 81Q: 3 clusters Score -2.027537e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127635 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20275374.000000 Penalty: 5836.651855
	Iteration 82Q: 3 clusters Score -2.027537e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20275382.000000 Penalty: 5836.651855
	Iteration 83Q: 3 clusters Score -2.027538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127669 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20275402.000000 Penalty: 5836.651855
	Iteration 84Q: 3 clusters Score -2.02754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127687 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20275396.000000 Penalty: 5836.651855
	Iteration 85Q: 3 clusters Score -2.02754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127703 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20275406.000000 Penalty: 5836.651855
	Iteration 86Q: 3 clusters Score -2.027541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127712 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20275394.000000 Penalty: 5836.651855
	Iteration 87Q: 3 clusters Score -2.027539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127719 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20275408.000000 Penalty: 5836.651855
	Iteration 88Q: 3 clusters Score -2.027541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127722 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -20275422.000000 Penalty: 5836.651855
	Iteration 89Q: 3 clusters Score -2.027542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127724 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -20275428.000000 Penalty: 5836.651855
	Iteration 90Q: 3 clusters Score -2.027543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127725 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20275420.000000 Penalty: 5836.651855
	Iteration 91Q: 3 clusters Score -2.027542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127725 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20275420.000000 Penalty: 5836.651855
	Iteration 92F: 3 clusters Score -2.027542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Entering Unmasked Estep 
Score: -261515.015625 Penalty: 1850.629272
	Iteration 0F: 2 clusters Score -261515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -259038.625000 Penalty: 3701.258545
	Iteration 0F: 3 clusters Score -259038.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -259475.890625 Penalty: 3701.258545
	Iteration 1F: 3 clusters Score -259475.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -259592.625000 Penalty: 3701.258545
	Iteration 2F: 3 clusters Score -259592.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -259647.468750 Penalty: 3701.258545
	Iteration 3Q: 3 clusters Score -259647.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -259693.515625 Penalty: 3701.258545
	Iteration 4Q: 3 clusters Score -259693.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -259723.234375 Penalty: 3701.258545
	Iteration 5Q: 3 clusters Score -259723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -259744.765625 Penalty: 3701.258545
	Iteration 6Q: 3 clusters Score -259744.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -259758.484375 Penalty: 3701.258545
	Iteration 7Q: 3 clusters Score -259758.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -259767.765625 Penalty: 3701.258545
	Iteration 8Q: 3 clusters Score -259767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -259770.890625 Penalty: 3701.258545
	Iteration 9Q: 3 clusters Score -259770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -259773.187500 Penalty: 3701.258545
	Iteration 10Q: 3 clusters Score -259773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -259774.609375 Penalty: 3701.258545
	Iteration 11Q: 3 clusters Score -259774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -259775.843750 Penalty: 3701.258545
	Iteration 12Q: 3 clusters Score -259775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -259775.843750 Penalty: 3701.258545
	Iteration 13F: 3 clusters Score -259775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -158385.484375 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -158385.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -156368.828125 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -156368.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157033.796875 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -157033.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -157365.140625 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -157365.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -157605.500000 Penalty: 3501.996338
	Iteration 3F: 3 clusters Score -157605.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157772.546875 Penalty: 3501.996338
	Iteration 4Q: 3 clusters Score -157772.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157871.515625 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -157871.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157956.468750 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -157956.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -158043.671875 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -158043.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -158106.781250 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -158106.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158145.343750 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -158145.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158164.015625 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -158164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -158174.812500 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -158174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158186.093750 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -158186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158194.328125 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -158194.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158200.390625 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -158200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158201.312500 Penalty: 3501.996338
	Iteration 15Q: 3 clusters Score -158201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -158201.312500 Penalty: 3501.996338
	Iteration 16F: 3 clusters Score -158201.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Entering Unmasked Estep 
Score: -2034506.500000 Penalty: 2354.104248
	Iteration 0F: 2 clusters Score -2034506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2024747.750000 Penalty: 4708.208496
	Iteration 0F: 3 clusters Score -2024748 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2028134.875000 Penalty: 4708.208496
	Iteration 1F: 3 clusters Score -2028135 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2028766.000000 Penalty: 4708.208496
	Iteration 2F: 3 clusters Score -2028766 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2029381.875000 Penalty: 4708.208496
	Iteration 3F: 3 clusters Score -2029382 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2030046.500000 Penalty: 4708.208496
	Iteration 4F: 3 clusters Score -2030046 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2030797.250000 Penalty: 4708.208496
	Iteration 5F: 3 clusters Score -2030797 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2031396.875000 Penalty: 4708.208496
	Iteration 6F: 3 clusters Score -2031397 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2031831.625000 Penalty: 4708.208496
	Iteration 7F: 3 clusters Score -2031832 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2032150.375000 Penalty: 4708.208496
	Iteration 8Q: 3 clusters Score -2032150 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2032358.125000 Penalty: 4708.208496
	Iteration 9Q: 3 clusters Score -2032358 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2032510.875000 Penalty: 4708.208496
	Iteration 10Q: 3 clusters Score -2032511 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2032634.500000 Penalty: 4708.208496
	Iteration 11Q: 3 clusters Score -2032634 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2032711.000000 Penalty: 4708.208496
	Iteration 12Q: 3 clusters Score -2032711 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2032772.625000 Penalty: 4708.208496
	Iteration 13Q: 3 clusters Score -2032773 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2032828.750000 Penalty: 4708.208496
	Iteration 14Q: 3 clusters Score -2032829 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2032876.375000 Penalty: 4708.208496
	Iteration 15Q: 3 clusters Score -2032876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2032921.625000 Penalty: 4708.208496
	Iteration 16Q: 3 clusters Score -2032922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2032957.000000 Penalty: 4708.208496
	Iteration 17Q: 3 clusters Score -2032957 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2032986.375000 Penalty: 4708.208496
	Iteration 18Q: 3 clusters Score -2032986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2033010.750000 Penalty: 4708.208496
	Iteration 19Q: 3 clusters Score -2033011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2033033.625000 Penalty: 4708.208496
	Iteration 20F: 3 clusters Score -2033034 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2033049.875000 Penalty: 4708.208496
	Iteration 21Q: 3 clusters Score -2033050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2033071.750000 Penalty: 4708.208496
	Iteration 22Q: 3 clusters Score -2033072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2033082.125000 Penalty: 4708.208496
	Iteration 23Q: 3 clusters Score -2033082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2033091.000000 Penalty: 4708.208496
	Iteration 24Q: 3 clusters Score -2033091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2033097.875000 Penalty: 4708.208496
	Iteration 25Q: 3 clusters Score -2033098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2033109.250000 Penalty: 4708.208496
	Iteration 26Q: 3 clusters Score -2033109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2033115.875000 Penalty: 4708.208496
	Iteration 27Q: 3 clusters Score -2033116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2033117.125000 Penalty: 4708.208496
	Iteration 28Q: 3 clusters Score -2033117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2033121.750000 Penalty: 4708.208496
	Iteration 29Q: 3 clusters Score -2033122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2033127.500000 Penalty: 4708.208496
	Iteration 30Q: 3 clusters Score -2033128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2033131.500000 Penalty: 4708.208496
	Iteration 31Q: 3 clusters Score -2033132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2033135.250000 Penalty: 4708.208496
	Iteration 32Q: 3 clusters Score -2033135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2033133.125000 Penalty: 4708.208496
	Iteration 33Q: 3 clusters Score -2033133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2033135.125000 Penalty: 4708.208496
	Iteration 34Q: 3 clusters Score -2033135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2033139.125000 Penalty: 4708.208496
	Iteration 35Q: 3 clusters Score -2033139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2033140.000000 Penalty: 4708.208496
	Iteration 36Q: 3 clusters Score -2033140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2033143.875000 Penalty: 4708.208496
	Iteration 37Q: 3 clusters Score -2033144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2033147.875000 Penalty: 4708.208496
	Iteration 38Q: 3 clusters Score -2033148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2033148.625000 Penalty: 4708.208496
	Iteration 39Q: 3 clusters Score -2033149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2033149.875000 Penalty: 4708.208496
	Iteration 40F: 3 clusters Score -2033150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2033155.125000 Penalty: 4708.208496
	Iteration 41Q: 3 clusters Score -2033155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2033159.875000 Penalty: 4708.208496
	Iteration 42Q: 3 clusters Score -2033160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2033162.875000 Penalty: 4708.208496
	Iteration 43Q: 3 clusters Score -2033163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2033161.125000 Penalty: 4708.208496
	Iteration 44Q: 3 clusters Score -2033161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2033163.000000 Penalty: 4708.208496
	Iteration 45Q: 3 clusters Score -2033163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2033166.875000 Penalty: 4708.208496
	Iteration 46Q: 3 clusters Score -2033167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2033165.625000 Penalty: 4708.208496
	Iteration 47Q: 3 clusters Score -2033166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2033171.875000 Penalty: 4708.208496
	Iteration 48Q: 3 clusters Score -2033172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2033172.750000 Penalty: 4708.208496
	Iteration 49Q: 3 clusters Score -2033173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2033170.625000 Penalty: 4708.208496
	Iteration 50Q: 3 clusters Score -2033171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2033171.125000 Penalty: 4708.208496
	Iteration 51Q: 3 clusters Score -2033171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -2033170.375000 Penalty: 4708.208496
	Iteration 52Q: 3 clusters Score -2033170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2033170.875000 Penalty: 4708.208496
	Iteration 53Q: 3 clusters Score -2033171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2033171.250000 Penalty: 4708.208496
	Iteration 54Q: 3 clusters Score -2033171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2033168.375000 Penalty: 4708.208496
	Iteration 55Q: 3 clusters Score -2033168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2033172.375000 Penalty: 4708.208496
	Iteration 56Q: 3 clusters Score -2033172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2033170.375000 Penalty: 4708.208496
	Iteration 57Q: 3 clusters Score -2033170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2033168.750000 Penalty: 4708.208496
	Iteration 58Q: 3 clusters Score -2033169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2033169.625000 Penalty: 4708.208496
	Iteration 59Q: 3 clusters Score -2033170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2033169.875000 Penalty: 4708.208496
	Iteration 60F: 3 clusters Score -2033170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2033169.000000 Penalty: 4708.208496
	Iteration 61Q: 3 clusters Score -2033169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2033168.250000 Penalty: 4708.208496
	Iteration 62Q: 3 clusters Score -2033168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2033169.125000 Penalty: 4708.208496
	Iteration 63Q: 3 clusters Score -2033169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2033174.375000 Penalty: 4708.208496
	Iteration 64Q: 3 clusters Score -2033174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2033175.375000 Penalty: 4708.208496
	Iteration 65Q: 3 clusters Score -2033175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2033176.625000 Penalty: 4708.208496
	Iteration 66Q: 3 clusters Score -2033177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2033177.000000 Penalty: 4708.208496
	Iteration 67Q: 3 clusters Score -2033177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2033177.000000 Penalty: 4708.208496
	Iteration 68F: 3 clusters Score -2033177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -57365.054688 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -57365.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55989.234375 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -55989.23 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56202.761719 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -56202.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56347.031250 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -56347.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56602.816406 Penalty: 3036.756348
	Iteration 3F: 3 clusters Score -56602.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56877.703125 Penalty: 3036.756348
	Iteration 4F: 3 clusters Score -56877.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57173.906250 Penalty: 3036.756348
	Iteration 5F: 3 clusters Score -57173.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57484.558594 Penalty: 3036.756348
	Iteration 6F: 3 clusters Score -57484.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57760.886719 Penalty: 3036.756348
	Iteration 7F: 3 clusters Score -57760.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57864.246094 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -57864.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58016.730469 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -58016.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58048.117188 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -58048.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58061.296875 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -58061.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58061.296875 Penalty: 3036.756348
	Iteration 12F: 3 clusters Score -58061.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 111348 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 23174 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 128984 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13258 members 
Mstep: Class 15 contains 150 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11925 members 
Mstep: Class 36 contains 306 members 
Entering Unmasked Estep 
Score: -86708976.000000 Penalty: 118243.585938
Splitting cluster 15 changes total score from -86710000.000000 to -86708976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (28902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Entering Unmasked Estep 
Score: -4461366.000000 Penalty: 2547.373291
	Iteration 0F: 2 clusters Score -4461366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -4441540.500000 Penalty: 5094.746582
	Iteration 0F: 3 clusters Score -4441540 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4448457.500000 Penalty: 5094.746582
	Iteration 1F: 3 clusters Score -4448458 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4448853.500000 Penalty: 5094.746582
	Iteration 2Q: 3 clusters Score -4448854 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -4449159.500000 Penalty: 5094.746582
	Iteration 3Q: 3 clusters Score -4449160 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4449463.000000 Penalty: 5094.746582
	Iteration 4Q: 3 clusters Score -4449463 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4449797.500000 Penalty: 5094.746582
	Iteration 5Q: 3 clusters Score -4449798 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4450188.000000 Penalty: 5094.746582
	Iteration 6Q: 3 clusters Score -4450188 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4450729.500000 Penalty: 5094.746582
	Iteration 7Q: 3 clusters Score -4450730 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -4451462.000000 Penalty: 5094.746582
	Iteration 8Q: 3 clusters Score -4451462 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4452528.000000 Penalty: 5094.746582
	Iteration 9F: 3 clusters Score -4452528 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4454024.500000 Penalty: 5094.746582
	Iteration 10F: 3 clusters Score -4454024 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4455728.000000 Penalty: 5094.746582
	Iteration 11F: 3 clusters Score -4455728 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4457195.500000 Penalty: 5094.746582
	Iteration 12F: 3 clusters Score -4457196 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -4458122.500000 Penalty: 5094.746582
	Iteration 13Q: 3 clusters Score -4458122 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -4458636.000000 Penalty: 5094.746582
	Iteration 14Q: 3 clusters Score -4458636 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4458878.000000 Penalty: 5094.746582
	Iteration 15Q: 3 clusters Score -4458878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -4458995.500000 Penalty: 5094.746582
	Iteration 16Q: 3 clusters Score -4458996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4459060.500000 Penalty: 5094.746582
	Iteration 17Q: 3 clusters Score -4459060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4459088.500000 Penalty: 5094.746582
	Iteration 18Q: 3 clusters Score -4459088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4459101.000000 Penalty: 5094.746582
	Iteration 19Q: 3 clusters Score -4459101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -4459114.000000 Penalty: 5094.746582
	Iteration 20F: 3 clusters Score -4459114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4459121.500000 Penalty: 5094.746582
	Iteration 21Q: 3 clusters Score -4459122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4459124.500000 Penalty: 5094.746582
	Iteration 22Q: 3 clusters Score -4459124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4459139.500000 Penalty: 5094.746582
	Iteration 23Q: 3 clusters Score -4459140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -4459147.500000 Penalty: 5094.746582
	Iteration 24Q: 3 clusters Score -4459148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4459154.000000 Penalty: 5094.746582
	Iteration 25Q: 3 clusters Score -4459154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4459157.500000 Penalty: 5094.746582
	Iteration 26Q: 3 clusters Score -4459158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -4459162.500000 Penalty: 5094.746582
	Iteration 27Q: 3 clusters Score -4459162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4459168.500000 Penalty: 5094.746582
	Iteration 28Q: 3 clusters Score -4459168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4459168.500000 Penalty: 5094.746582
	Iteration 29F: 3 clusters Score -4459168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -904795.437500 Penalty: 2156.775879
	Iteration 0F: 2 clusters Score -904795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -899667.062500 Penalty: 4313.551758
	Iteration 0F: 3 clusters Score -899667.1 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -901249.250000 Penalty: 4313.551758
	Iteration 1F: 3 clusters Score -901249.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -901931.062500 Penalty: 4313.551758
	Iteration 2F: 3 clusters Score -901931.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -902509.250000 Penalty: 4313.551758
	Iteration 3F: 3 clusters Score -902509.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -902901.375000 Penalty: 4313.551758
	Iteration 4F: 3 clusters Score -902901.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -903128.562500 Penalty: 4313.551758
	Iteration 5Q: 3 clusters Score -903128.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -903248.250000 Penalty: 4313.551758
	Iteration 6Q: 3 clusters Score -903248.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -903310.062500 Penalty: 4313.551758
	Iteration 7Q: 3 clusters Score -903310.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -903356.000000 Penalty: 4313.551758
	Iteration 8Q: 3 clusters Score -903356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -903392.125000 Penalty: 4313.551758
	Iteration 9Q: 3 clusters Score -903392.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -903423.937500 Penalty: 4313.551758
	Iteration 10Q: 3 clusters Score -903423.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -903446.687500 Penalty: 4313.551758
	Iteration 11Q: 3 clusters Score -903446.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -903462.312500 Penalty: 4313.551758
	Iteration 12Q: 3 clusters Score -903462.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -903472.062500 Penalty: 4313.551758
	Iteration 13Q: 3 clusters Score -903472.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -903480.437500 Penalty: 4313.551758
	Iteration 14Q: 3 clusters Score -903480.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -903491.125000 Penalty: 4313.551758
	Iteration 15Q: 3 clusters Score -903491.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -903508.187500 Penalty: 4313.551758
	Iteration 16Q: 3 clusters Score -903508.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -903524.625000 Penalty: 4313.551758
	Iteration 17Q: 3 clusters Score -903524.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -903540.562500 Penalty: 4313.551758
	Iteration 18Q: 3 clusters Score -903540.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -903568.437500 Penalty: 4313.551758
	Iteration 19Q: 3 clusters Score -903568.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -903592.687500 Penalty: 4313.551758
	Iteration 20F: 3 clusters Score -903592.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -903612.812500 Penalty: 4313.551758
	Iteration 21Q: 3 clusters Score -903612.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -903626.625000 Penalty: 4313.551758
	Iteration 22Q: 3 clusters Score -903626.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -903638.062500 Penalty: 4313.551758
	Iteration 23Q: 3 clusters Score -903638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -903643.625000 Penalty: 4313.551758
	Iteration 24Q: 3 clusters Score -903643.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -903649.750000 Penalty: 4313.551758
	Iteration 25Q: 3 clusters Score -903649.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -903656.687500 Penalty: 4313.551758
	Iteration 26Q: 3 clusters Score -903656.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -903663.250000 Penalty: 4313.551758
	Iteration 27Q: 3 clusters Score -903663.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -903665.000000 Penalty: 4313.551758
	Iteration 28Q: 3 clusters Score -903665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -903668.250000 Penalty: 4313.551758
	Iteration 29Q: 3 clusters Score -903668.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -903669.375000 Penalty: 4313.551758
	Iteration 30Q: 3 clusters Score -903669.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -903670.187500 Penalty: 4313.551758
	Iteration 31Q: 3 clusters Score -903670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -903670.187500 Penalty: 4313.551758
	Iteration 32F: 3 clusters Score -903670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -415159.156250 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -415159.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -412039.687500 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -412039.7 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -412795.187500 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -412795.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -413167.437500 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -413167.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -413627.937500 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -413627.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -414020.437500 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -414020.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -414265.656250 Penalty: 3938.706299
	Iteration 5F: 3 clusters Score -414265.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -414402.531250 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -414402.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -414493.031250 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -414493 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -414563.781250 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -414563.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -414606.843750 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -414606.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -414632.906250 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -414632.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -414653.500000 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -414653.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -414666.843750 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -414666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -414678.968750 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -414679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -414686.843750 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -414686.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -414692.000000 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -414692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -414696.937500 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -414696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -414699.750000 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -414699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -414702.406250 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -414702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -414706.843750 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -414706.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -414715.093750 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -414715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -414719.250000 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -414719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -414725.218750 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -414725.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -414731.312500 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -414731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -414733.437500 Penalty: 3938.706299
	Iteration 24Q: 3 clusters Score -414733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -414734.875000 Penalty: 3938.706299
	Iteration 25Q: 3 clusters Score -414734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -414737.031250 Penalty: 3938.706299
	Iteration 26Q: 3 clusters Score -414737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -414737.312500 Penalty: 3938.706299
	Iteration 27Q: 3 clusters Score -414737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -414738.218750 Penalty: 3938.706299
	Iteration 28Q: 3 clusters Score -414738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -414739.281250 Penalty: 3938.706299
	Iteration 29Q: 3 clusters Score -414739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -414739.375000 Penalty: 3938.706299
	Iteration 30Q: 3 clusters Score -414739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -414739.375000 Penalty: 3938.706299
	Iteration 31F: 3 clusters Score -414739.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -281131.906250 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -281131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -278597.531250 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -278597.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -279010.312500 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -279010.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -279119.843750 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -279119.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -279176.437500 Penalty: 3711.689209
	Iteration 3Q: 3 clusters Score -279176.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -279216.406250 Penalty: 3711.689209
	Iteration 4Q: 3 clusters Score -279216.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -279237.687500 Penalty: 3711.689209
	Iteration 5Q: 3 clusters Score -279237.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279249.718750 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -279249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -279257.000000 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -279257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -279263.625000 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -279263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279265.968750 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -279266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279267.343750 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -279267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279268.250000 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -279268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -279271.031250 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -279271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -279275.125000 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -279275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279279.687500 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -279279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -279285.500000 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -279285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279290.156250 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -279290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -279295.468750 Penalty: 3711.689209
	Iteration 17Q: 3 clusters Score -279295.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -279296.718750 Penalty: 3711.689209
	Iteration 18Q: 3 clusters Score -279296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -279298.937500 Penalty: 3711.689209
	Iteration 19Q: 3 clusters Score -279298.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -279298.937500 Penalty: 3711.689209
	Iteration 20F: 3 clusters Score -279298.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Entering Unmasked Estep 
Score: -3041889.000000 Penalty: 2449.480469
	Iteration 0F: 2 clusters Score -3041889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3028163.500000 Penalty: 4898.960938
	Iteration 0F: 3 clusters Score -3028164 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3032710.750000 Penalty: 4898.960938
	Iteration 1F: 3 clusters Score -3032711 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3033159.250000 Penalty: 4898.960938
	Iteration 2F: 3 clusters Score -3033159 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -3033559.500000 Penalty: 4898.960938
	Iteration 3Q: 3 clusters Score -3033560 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3033965.750000 Penalty: 4898.960938
	Iteration 4Q: 3 clusters Score -3033966 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3034376.750000 Penalty: 4898.960938
	Iteration 5Q: 3 clusters Score -3034377 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3034822.500000 Penalty: 4898.960938
	Iteration 6Q: 3 clusters Score -3034822 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3035363.750000 Penalty: 4898.960938
	Iteration 7Q: 3 clusters Score -3035364 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3035980.000000 Penalty: 4898.960938
	Iteration 8F: 3 clusters Score -3035980 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3036677.750000 Penalty: 4898.960938
	Iteration 9F: 3 clusters Score -3036678 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3037363.000000 Penalty: 4898.960938
	Iteration 10Q: 3 clusters Score -3037363 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3038075.000000 Penalty: 4898.960938
	Iteration 11Q: 3 clusters Score -3038075 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3038729.500000 Penalty: 4898.960938
	Iteration 12Q: 3 clusters Score -3038730 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3039236.250000 Penalty: 4898.960938
	Iteration 13Q: 3 clusters Score -3039236 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3039556.750000 Penalty: 4898.960938
	Iteration 14Q: 3 clusters Score -3039557 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3039731.250000 Penalty: 4898.960938
	Iteration 15Q: 3 clusters Score -3039731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3039814.500000 Penalty: 4898.960938
	Iteration 16Q: 3 clusters Score -3039814 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3039857.750000 Penalty: 4898.960938
	Iteration 17Q: 3 clusters Score -3039858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3039889.000000 Penalty: 4898.960938
	Iteration 18Q: 3 clusters Score -3039889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3039911.000000 Penalty: 4898.960938
	Iteration 19Q: 3 clusters Score -3039911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3039930.250000 Penalty: 4898.960938
	Iteration 20F: 3 clusters Score -3039930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3039932.000000 Penalty: 4898.960938
	Iteration 21Q: 3 clusters Score -3039932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3039932.000000 Penalty: 4898.960938
	Iteration 22Q: 3 clusters Score -3039932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3039950.000000 Penalty: 4898.960938
	Iteration 23Q: 3 clusters Score -3039950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3039956.750000 Penalty: 4898.960938
	Iteration 24Q: 3 clusters Score -3039957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3039967.750000 Penalty: 4898.960938
	Iteration 25Q: 3 clusters Score -3039968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3039980.750000 Penalty: 4898.960938
	Iteration 26Q: 3 clusters Score -3039981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3039985.750000 Penalty: 4898.960938
	Iteration 27Q: 3 clusters Score -3039986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3039984.250000 Penalty: 4898.960938
	Iteration 28Q: 3 clusters Score -3039984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3039996.250000 Penalty: 4898.960938
	Iteration 29Q: 3 clusters Score -3039996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3039999.750000 Penalty: 4898.960938
	Iteration 30Q: 3 clusters Score -3040000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3040001.500000 Penalty: 4898.960938
	Iteration 31Q: 3 clusters Score -3040002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3040007.500000 Penalty: 4898.960938
	Iteration 32Q: 3 clusters Score -3040008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3040008.000000 Penalty: 4898.960938
	Iteration 33Q: 3 clusters Score -3040008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3040010.000000 Penalty: 4898.960938
	Iteration 34Q: 3 clusters Score -3040010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3040010.750000 Penalty: 4898.960938
	Iteration 35Q: 3 clusters Score -3040011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -3040014.000000 Penalty: 4898.960938
	Iteration 36Q: 3 clusters Score -3040014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -3040021.000000 Penalty: 4898.960938
	Iteration 37Q: 3 clusters Score -3040021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3040022.750000 Penalty: 4898.960938
	Iteration 38Q: 3 clusters Score -3040023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3040024.500000 Penalty: 4898.960938
	Iteration 39Q: 3 clusters Score -3040024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3040031.500000 Penalty: 4898.960938
	Iteration 40F: 3 clusters Score -3040032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3040034.000000 Penalty: 4898.960938
	Iteration 41Q: 3 clusters Score -3040034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3040037.500000 Penalty: 4898.960938
	Iteration 42Q: 3 clusters Score -3040038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3040037.500000 Penalty: 4898.960938
	Iteration 43F: 3 clusters Score -3040038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Entering Unmasked Estep 
Score: -5343788.500000 Penalty: 2591.173340
	Iteration 0F: 2 clusters Score -5343788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5320130.000000 Penalty: 5182.346680
	Iteration 0F: 3 clusters Score -5320130 nChanged 15711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -5328488.500000 Penalty: 5182.346680
	Iteration 1F: 3 clusters Score -5328488 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -5328914.000000 Penalty: 5182.346680
	Iteration 2Q: 3 clusters Score -5328914 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -5329339.500000 Penalty: 5182.346680
	Iteration 3Q: 3 clusters Score -5329340 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5329811.500000 Penalty: 5182.346680
	Iteration 4Q: 3 clusters Score -5329812 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -5330452.000000 Penalty: 5182.346680
	Iteration 5Q: 3 clusters Score -5330452 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -5331309.000000 Penalty: 5182.346680
	Iteration 6Q: 3 clusters Score -5331309 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -5332402.500000 Penalty: 5182.346680
	Iteration 7F: 3 clusters Score -5332402 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -5333821.000000 Penalty: 5182.346680
	Iteration 8F: 3 clusters Score -5333821 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -5335483.500000 Penalty: 5182.346680
	Iteration 9F: 3 clusters Score -5335484 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -5337171.000000 Penalty: 5182.346680
	Iteration 10F: 3 clusters Score -5337171 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -5338745.500000 Penalty: 5182.346680
	Iteration 11F: 3 clusters Score -5338746 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5339888.000000 Penalty: 5182.346680
	Iteration 12Q: 3 clusters Score -5339888 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5340613.000000 Penalty: 5182.346680
	Iteration 13Q: 3 clusters Score -5340613 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5340983.000000 Penalty: 5182.346680
	Iteration 14Q: 3 clusters Score -5340983 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5341212.000000 Penalty: 5182.346680
	Iteration 15Q: 3 clusters Score -5341212 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5341335.000000 Penalty: 5182.346680
	Iteration 16Q: 3 clusters Score -5341335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5341399.000000 Penalty: 5182.346680
	Iteration 17Q: 3 clusters Score -5341399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5341441.500000 Penalty: 5182.346680
	Iteration 18Q: 3 clusters Score -5341442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5341465.500000 Penalty: 5182.346680
	Iteration 19Q: 3 clusters Score -5341466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5341480.500000 Penalty: 5182.346680
	Iteration 20F: 3 clusters Score -5341480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5341508.500000 Penalty: 5182.346680
	Iteration 21Q: 3 clusters Score -5341508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5341537.500000 Penalty: 5182.346680
	Iteration 22Q: 3 clusters Score -5341538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5341540.000000 Penalty: 5182.346680
	Iteration 23Q: 3 clusters Score -5341540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5341560.500000 Penalty: 5182.346680
	Iteration 24Q: 3 clusters Score -5341560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5341562.500000 Penalty: 5182.346680
	Iteration 25Q: 3 clusters Score -5341562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5341571.500000 Penalty: 5182.346680
	Iteration 26Q: 3 clusters Score -5341572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5341572.000000 Penalty: 5182.346680
	Iteration 27Q: 3 clusters Score -5341572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5341573.500000 Penalty: 5182.346680
	Iteration 28Q: 3 clusters Score -5341574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5341570.000000 Penalty: 5182.346680
	Iteration 29Q: 3 clusters Score -5341570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5341574.500000 Penalty: 5182.346680
	Iteration 30Q: 3 clusters Score -5341574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5341575.000000 Penalty: 5182.346680
	Iteration 31Q: 3 clusters Score -5341575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5341575.000000 Penalty: 5182.346680
	Iteration 32Q: 3 clusters Score -5341575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5341576.500000 Penalty: 5182.346680
	Iteration 33Q: 3 clusters Score -5341576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5341575.500000 Penalty: 5182.346680
	Iteration 34Q: 3 clusters Score -5341576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5341580.000000 Penalty: 5182.346680
	Iteration 35Q: 3 clusters Score -5341580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5341584.500000 Penalty: 5182.346680
	Iteration 36Q: 3 clusters Score -5341584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5341587.000000 Penalty: 5182.346680
	Iteration 37Q: 3 clusters Score -5341587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5341586.000000 Penalty: 5182.346680
	Iteration 38Q: 3 clusters Score -5341586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5341591.000000 Penalty: 5182.346680
	Iteration 39Q: 3 clusters Score -5341591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5341593.000000 Penalty: 5182.346680
	Iteration 40F: 3 clusters Score -5341593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Entering Unmasked Estep 
Score: -1099065.875000 Penalty: 2194.145264
	Iteration 0F: 2 clusters Score -1099066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1093371.000000 Penalty: 4388.290527
	Iteration 0F: 3 clusters Score -1093371 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1094924.375000 Penalty: 4388.290527
	Iteration 1F: 3 clusters Score -1094924 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1095251.500000 Penalty: 4388.290527
	Iteration 2F: 3 clusters Score -1095252 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1095541.750000 Penalty: 4388.290527
	Iteration 3F: 3 clusters Score -1095542 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1095798.875000 Penalty: 4388.290527
	Iteration 4F: 3 clusters Score -1095799 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1096003.500000 Penalty: 4388.290527
	Iteration 5Q: 3 clusters Score -1096004 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1096211.375000 Penalty: 4388.290527
	Iteration 6Q: 3 clusters Score -1096211 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1096405.625000 Penalty: 4388.290527
	Iteration 7Q: 3 clusters Score -1096406 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1096602.625000 Penalty: 4388.290527
	Iteration 8Q: 3 clusters Score -1096603 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1096776.500000 Penalty: 4388.290527
	Iteration 9Q: 3 clusters Score -1096776 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1096922.875000 Penalty: 4388.290527
	Iteration 10Q: 3 clusters Score -1096923 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1097063.250000 Penalty: 4388.290527
	Iteration 11Q: 3 clusters Score -1097063 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1097171.750000 Penalty: 4388.290527
	Iteration 12Q: 3 clusters Score -1097172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1097257.375000 Penalty: 4388.290527
	Iteration 13Q: 3 clusters Score -1097257 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1097313.125000 Penalty: 4388.290527
	Iteration 14Q: 3 clusters Score -1097313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1097353.500000 Penalty: 4388.290527
	Iteration 15Q: 3 clusters Score -1097354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1097379.875000 Penalty: 4388.290527
	Iteration 16Q: 3 clusters Score -1097380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1097404.750000 Penalty: 4388.290527
	Iteration 17Q: 3 clusters Score -1097405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1097431.625000 Penalty: 4388.290527
	Iteration 18Q: 3 clusters Score -1097432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1097455.375000 Penalty: 4388.290527
	Iteration 19Q: 3 clusters Score -1097455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1097472.250000 Penalty: 4388.290527
	Iteration 20F: 3 clusters Score -1097472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1097489.125000 Penalty: 4388.290527
	Iteration 21Q: 3 clusters Score -1097489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1097506.375000 Penalty: 4388.290527
	Iteration 22Q: 3 clusters Score -1097506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1097511.875000 Penalty: 4388.290527
	Iteration 23Q: 3 clusters Score -1097512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1097517.750000 Penalty: 4388.290527
	Iteration 24Q: 3 clusters Score -1097518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1097522.625000 Penalty: 4388.290527
	Iteration 25Q: 3 clusters Score -1097523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1097522.625000 Penalty: 4388.290527
	Iteration 26Q: 3 clusters Score -1097523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1097523.750000 Penalty: 4388.290527
	Iteration 27Q: 3 clusters Score -1097524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1097523.750000 Penalty: 4388.290527
	Iteration 28F: 3 clusters Score -1097524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Entering Unmasked Estep 
Score: -2173608.750000 Penalty: 2364.436035
	Iteration 0F: 2 clusters Score -2173609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2163523.750000 Penalty: 4728.872070
	Iteration 0F: 3 clusters Score -2163524 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2166630.000000 Penalty: 4728.872070
	Iteration 1F: 3 clusters Score -2166630 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2167008.000000 Penalty: 4728.872070
	Iteration 2F: 3 clusters Score -2167008 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2167293.500000 Penalty: 4728.872070
	Iteration 3Q: 3 clusters Score -2167294 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2167571.000000 Penalty: 4728.872070
	Iteration 4Q: 3 clusters Score -2167571 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2167891.750000 Penalty: 4728.872070
	Iteration 5Q: 3 clusters Score -2167892 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2168276.750000 Penalty: 4728.872070
	Iteration 6Q: 3 clusters Score -2168277 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2168790.250000 Penalty: 4728.872070
	Iteration 7F: 3 clusters Score -2168790 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2169393.500000 Penalty: 4728.872070
	Iteration 8F: 3 clusters Score -2169394 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2169984.000000 Penalty: 4728.872070
	Iteration 9F: 3 clusters Score -2169984 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2170532.250000 Penalty: 4728.872070
	Iteration 10Q: 3 clusters Score -2170532 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2170915.000000 Penalty: 4728.872070
	Iteration 11Q: 3 clusters Score -2170915 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2171171.250000 Penalty: 4728.872070
	Iteration 12Q: 3 clusters Score -2171171 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2171312.000000 Penalty: 4728.872070
	Iteration 13Q: 3 clusters Score -2171312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2171394.250000 Penalty: 4728.872070
	Iteration 14Q: 3 clusters Score -2171394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2171452.500000 Penalty: 4728.872070
	Iteration 15Q: 3 clusters Score -2171452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2171488.250000 Penalty: 4728.872070
	Iteration 16Q: 3 clusters Score -2171488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2171520.500000 Penalty: 4728.872070
	Iteration 17Q: 3 clusters Score -2171520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2171543.000000 Penalty: 4728.872070
	Iteration 18Q: 3 clusters Score -2171543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2171553.250000 Penalty: 4728.872070
	Iteration 19Q: 3 clusters Score -2171553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2171556.000000 Penalty: 4728.872070
	Iteration 20F: 3 clusters Score -2171556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2171558.250000 Penalty: 4728.872070
	Iteration 21Q: 3 clusters Score -2171558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2171558.250000 Penalty: 4728.872070
	Iteration 22F: 3 clusters Score -2171558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -571598.500000 Penalty: 2051.407471
	Iteration 0F: 2 clusters Score -571598.5 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 1998 members 
Entering Unmasked Estep 
Score: -567731.125000 Penalty: 4102.814941
	Iteration 0F: 3 clusters Score -567731.1 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -568668.812500 Penalty: 4102.814941
	Iteration 1F: 3 clusters Score -568668.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -568896.125000 Penalty: 4102.814941
	Iteration 2F: 3 clusters Score -568896.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -569048.250000 Penalty: 4102.814941
	Iteration 3F: 3 clusters Score -569048.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -569150.312500 Penalty: 4102.814941
	Iteration 4Q: 3 clusters Score -569150.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -569231.875000 Penalty: 4102.814941
	Iteration 5Q: 3 clusters Score -569231.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -569283.500000 Penalty: 4102.814941
	Iteration 6Q: 3 clusters Score -569283.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -569331.187500 Penalty: 4102.814941
	Iteration 7Q: 3 clusters Score -569331.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -569381.375000 Penalty: 4102.814941
	Iteration 8Q: 3 clusters Score -569381.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -569440.312500 Penalty: 4102.814941
	Iteration 9Q: 3 clusters Score -569440.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -569496.125000 Penalty: 4102.814941
	Iteration 10Q: 3 clusters Score -569496.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -569553.687500 Penalty: 4102.814941
	Iteration 11Q: 3 clusters Score -569553.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -569622.187500 Penalty: 4102.814941
	Iteration 12Q: 3 clusters Score -569622.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -569685.375000 Penalty: 4102.814941
	Iteration 13Q: 3 clusters Score -569685.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -569778.562500 Penalty: 4102.814941
	Iteration 14Q: 3 clusters Score -569778.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -569900.312500 Penalty: 4102.814941
	Iteration 15Q: 3 clusters Score -569900.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -570041.500000 Penalty: 4102.814941
	Iteration 16Q: 3 clusters Score -570041.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -570236.250000 Penalty: 4102.814941
	Iteration 17Q: 3 clusters Score -570236.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -570401.687500 Penalty: 4102.814941
	Iteration 18Q: 3 clusters Score -570401.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -570575.375000 Penalty: 4102.814941
	Iteration 19Q: 3 clusters Score -570575.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -570768.062500 Penalty: 4102.814941
	Iteration 20F: 3 clusters Score -570768.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -570892.437500 Penalty: 4102.814941
	Iteration 21Q: 3 clusters Score -570892.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -570979.937500 Penalty: 4102.814941
	Iteration 22Q: 3 clusters Score -570979.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -571036.187500 Penalty: 4102.814941
	Iteration 23Q: 3 clusters Score -571036.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -571073.437500 Penalty: 4102.814941
	Iteration 24Q: 3 clusters Score -571073.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -571087.687500 Penalty: 4102.814941
	Iteration 25Q: 3 clusters Score -571087.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -571095.437500 Penalty: 4102.814941
	Iteration 26Q: 3 clusters Score -571095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -571097.875000 Penalty: 4102.814941
	Iteration 27Q: 3 clusters Score -571097.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -571102.687500 Penalty: 4102.814941
	Iteration 28Q: 3 clusters Score -571102.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -571107.000000 Penalty: 4102.814941
	Iteration 29Q: 3 clusters Score -571107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -571110.875000 Penalty: 4102.814941
	Iteration 30Q: 3 clusters Score -571110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -571112.500000 Penalty: 4102.814941
	Iteration 31Q: 3 clusters Score -571112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -571114.312500 Penalty: 4102.814941
	Iteration 32Q: 3 clusters Score -571114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -571114.312500 Penalty: 4102.814941
	Iteration 33F: 3 clusters Score -571114.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -33035.546875 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -33035.55 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 152 members 
Entering Unmasked Estep 
Score: -32552.591797 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -32552.59 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33685.304688 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -33685.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34385.718750 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -34385.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -34673.523438 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -34673.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34686.929688 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -34686.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34686.929688 Penalty: 2846.937256
	Iteration 5F: 3 clusters Score -34686.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 111348 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 23174 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 128984 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13258 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 114 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11925 members 
Mstep: Class 36 contains 197 members 
Entering Unmasked Estep 
Score: -86709872.000000 Penalty: 118243.585938
Splitting cluster 25 changes total score from -86710000.000000 to -86709872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -28559.292969 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -28559.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27581.320312 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -27581.32 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27897.324219 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -27897.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28043.269531 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -28043.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28268.865234 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -28268.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28456.283203 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -28456.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28481.140625 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -28481.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28489.917969 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -28489.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28496.029297 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -28496.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28504.111328 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -28504.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28520.304688 Penalty: 2832.371582
	Iteration 9F: 3 clusters Score -28520.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28565.837891 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -28565.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28565.837891 Penalty: 2832.371582
	Iteration 11F: 3 clusters Score -28565.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 111348 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 23174 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 128984 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13258 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11925 members 
Mstep: Class 36 contains 91 members 
Entering Unmasked Estep 
Score: -86708256.000000 Penalty: 118243.585938
Splitting cluster 26 changes total score from -86710000.000000 to -86708256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -892322.937500 Penalty: 2157.272949
	Iteration 0F: 2 clusters Score -892322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -887196.000000 Penalty: 4314.545898
	Iteration 0F: 3 clusters Score -887196 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -888441.250000 Penalty: 4314.545898
	Iteration 1F: 3 clusters Score -888441.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -888701.062500 Penalty: 4314.545898
	Iteration 2F: 3 clusters Score -888701.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -888878.000000 Penalty: 4314.545898
	Iteration 3F: 3 clusters Score -888878 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -889025.625000 Penalty: 4314.545898
	Iteration 4Q: 3 clusters Score -889025.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -889170.312500 Penalty: 4314.545898
	Iteration 5Q: 3 clusters Score -889170.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -889311.500000 Penalty: 4314.545898
	Iteration 6Q: 3 clusters Score -889311.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -889476.500000 Penalty: 4314.545898
	Iteration 7Q: 3 clusters Score -889476.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -889687.625000 Penalty: 4314.545898
	Iteration 8Q: 3 clusters Score -889687.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -889910.937500 Penalty: 4314.545898
	Iteration 9Q: 3 clusters Score -889910.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -890159.250000 Penalty: 4314.545898
	Iteration 10Q: 3 clusters Score -890159.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -890391.625000 Penalty: 4314.545898
	Iteration 11Q: 3 clusters Score -890391.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -890554.875000 Penalty: 4314.545898
	Iteration 12Q: 3 clusters Score -890554.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -890669.625000 Penalty: 4314.545898
	Iteration 13Q: 3 clusters Score -890669.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -890753.062500 Penalty: 4314.545898
	Iteration 14Q: 3 clusters Score -890753.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -890813.812500 Penalty: 4314.545898
	Iteration 15Q: 3 clusters Score -890813.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -890855.562500 Penalty: 4314.545898
	Iteration 16Q: 3 clusters Score -890855.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -890881.750000 Penalty: 4314.545898
	Iteration 17Q: 3 clusters Score -890881.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -890908.062500 Penalty: 4314.545898
	Iteration 18Q: 3 clusters Score -890908.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -890924.500000 Penalty: 4314.545898
	Iteration 19Q: 3 clusters Score -890924.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -890937.812500 Penalty: 4314.545898
	Iteration 20F: 3 clusters Score -890937.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -890944.687500 Penalty: 4314.545898
	Iteration 21Q: 3 clusters Score -890944.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -890950.562500 Penalty: 4314.545898
	Iteration 22Q: 3 clusters Score -890950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -890955.875000 Penalty: 4314.545898
	Iteration 23Q: 3 clusters Score -890955.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -890963.375000 Penalty: 4314.545898
	Iteration 24Q: 3 clusters Score -890963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -890967.687500 Penalty: 4314.545898
	Iteration 25Q: 3 clusters Score -890967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -890970.000000 Penalty: 4314.545898
	Iteration 26Q: 3 clusters Score -890970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -890969.875000 Penalty: 4314.545898
	Iteration 27Q: 3 clusters Score -890969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -890973.000000 Penalty: 4314.545898
	Iteration 28Q: 3 clusters Score -890973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -890974.500000 Penalty: 4314.545898
	Iteration 29Q: 3 clusters Score -890974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -890977.750000 Penalty: 4314.545898
	Iteration 30Q: 3 clusters Score -890977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -890982.250000 Penalty: 4314.545898
	Iteration 31Q: 3 clusters Score -890982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -890985.937500 Penalty: 4314.545898
	Iteration 32Q: 3 clusters Score -890985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -890986.500000 Penalty: 4314.545898
	Iteration 33Q: 3 clusters Score -890986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -890986.500000 Penalty: 4314.545898
	Iteration 34F: 3 clusters Score -890986.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -234744.562500 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -234744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -232460.656250 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -232460.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -232861.796875 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -232861.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -233000.937500 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -233000.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -233063.281250 Penalty: 3634.905029
	Iteration 3Q: 3 clusters Score -233063.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -233102.359375 Penalty: 3634.905029
	Iteration 4Q: 3 clusters Score -233102.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -233116.921875 Penalty: 3634.905029
	Iteration 5Q: 3 clusters Score -233116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -233126.031250 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -233126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -233139.484375 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -233139.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -233146.921875 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -233146.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -233152.718750 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -233152.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -233160.109375 Penalty: 3634.905029
	Iteration 10Q: 3 clusters Score -233160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -233162.546875 Penalty: 3634.905029
	Iteration 11Q: 3 clusters Score -233162.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -233165.062500 Penalty: 3634.905029
	Iteration 12Q: 3 clusters Score -233165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -233168.078125 Penalty: 3634.905029
	Iteration 13Q: 3 clusters Score -233168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -233170.562500 Penalty: 3634.905029
	Iteration 14Q: 3 clusters Score -233170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -233175.109375 Penalty: 3634.905029
	Iteration 15Q: 3 clusters Score -233175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -233178.093750 Penalty: 3634.905029
	Iteration 16Q: 3 clusters Score -233178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -233182.203125 Penalty: 3634.905029
	Iteration 17Q: 3 clusters Score -233182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -233186.515625 Penalty: 3634.905029
	Iteration 18Q: 3 clusters Score -233186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -233189.125000 Penalty: 3634.905029
	Iteration 19Q: 3 clusters Score -233189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -233191.953125 Penalty: 3634.905029
	Iteration 20F: 3 clusters Score -233192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -233196.609375 Penalty: 3634.905029
	Iteration 21Q: 3 clusters Score -233196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -233201.328125 Penalty: 3634.905029
	Iteration 22Q: 3 clusters Score -233201.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -233206.671875 Penalty: 3634.905029
	Iteration 23Q: 3 clusters Score -233206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -233213.484375 Penalty: 3634.905029
	Iteration 24Q: 3 clusters Score -233213.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -233222.312500 Penalty: 3634.905029
	Iteration 25Q: 3 clusters Score -233222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -233230.703125 Penalty: 3634.905029
	Iteration 26Q: 3 clusters Score -233230.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -233238.015625 Penalty: 3634.905029
	Iteration 27Q: 3 clusters Score -233238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -233248.031250 Penalty: 3634.905029
	Iteration 28Q: 3 clusters Score -233248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -233257.843750 Penalty: 3634.905029
	Iteration 29Q: 3 clusters Score -233257.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -233270.812500 Penalty: 3634.905029
	Iteration 30Q: 3 clusters Score -233270.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -233282.093750 Penalty: 3634.905029
	Iteration 31Q: 3 clusters Score -233282.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -233294.468750 Penalty: 3634.905029
	Iteration 32Q: 3 clusters Score -233294.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233313.203125 Penalty: 3634.905029
	Iteration 33Q: 3 clusters Score -233313.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -233325.953125 Penalty: 3634.905029
	Iteration 34Q: 3 clusters Score -233326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -233346.156250 Penalty: 3634.905029
	Iteration 35Q: 3 clusters Score -233346.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -233419.125000 Penalty: 3634.905029
	Iteration 36Q: 3 clusters Score -233419.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -233505.546875 Penalty: 3634.905029
	Iteration 37Q: 3 clusters Score -233505.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -233582.156250 Penalty: 3634.905029
	Iteration 38Q: 3 clusters Score -233582.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -233626.125000 Penalty: 3634.905029
	Iteration 39Q: 3 clusters Score -233626.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -233657.562500 Penalty: 3634.905029
	Iteration 40F: 3 clusters Score -233657.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -233684.531250 Penalty: 3634.905029
	Iteration 41Q: 3 clusters Score -233684.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -233715.875000 Penalty: 3634.905029
	Iteration 42Q: 3 clusters Score -233715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -233724.718750 Penalty: 3634.905029
	Iteration 43Q: 3 clusters Score -233724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -233732.437500 Penalty: 3634.905029
	Iteration 44Q: 3 clusters Score -233732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -233741.234375 Penalty: 3634.905029
	Iteration 45Q: 3 clusters Score -233741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -233747.937500 Penalty: 3634.905029
	Iteration 46Q: 3 clusters Score -233747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -233757.546875 Penalty: 3634.905029
	Iteration 47Q: 3 clusters Score -233757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -233765.593750 Penalty: 3634.905029
	Iteration 48Q: 3 clusters Score -233765.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -233771.343750 Penalty: 3634.905029
	Iteration 49Q: 3 clusters Score -233771.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -233775.109375 Penalty: 3634.905029
	Iteration 50Q: 3 clusters Score -233775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -233780.234375 Penalty: 3634.905029
	Iteration 51Q: 3 clusters Score -233780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -233785.375000 Penalty: 3634.905029
	Iteration 52Q: 3 clusters Score -233785.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -233791.390625 Penalty: 3634.905029
	Iteration 53Q: 3 clusters Score -233791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233800.187500 Penalty: 3634.905029
	Iteration 54Q: 3 clusters Score -233800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -233803.687500 Penalty: 3634.905029
	Iteration 55Q: 3 clusters Score -233803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -233804.375000 Penalty: 3634.905029
	Iteration 56Q: 3 clusters Score -233804.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -233805.171875 Penalty: 3634.905029
	Iteration 57Q: 3 clusters Score -233805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -233805.171875 Penalty: 3634.905029
	Iteration 58F: 3 clusters Score -233805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -76536.484375 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -76536.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74976.062500 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -74976.06 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75144.320312 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -75144.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75193.718750 Penalty: 3156.062012
	Iteration 2F: 3 clusters Score -75193.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75215.960938 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -75215.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75232.062500 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -75232.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75239.390625 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -75239.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75254.632812 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -75254.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75271.929688 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -75271.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75287.898438 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -75287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -75306.234375 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -75306.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75314.304688 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -75314.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75333.546875 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -75333.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75341.328125 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -75341.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75342.179688 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -75342.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75342.179688 Penalty: 3156.062012
	Iteration 14F: 3 clusters Score -75342.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -213050.750000 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -213050.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210817.250000 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -210817.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -211232.437500 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -211232.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211386.968750 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -211387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -211492.343750 Penalty: 3618.347900
	Iteration 3F: 3 clusters Score -211492.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -211582.453125 Penalty: 3618.347900
	Iteration 4Q: 3 clusters Score -211582.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -211681.437500 Penalty: 3618.347900
	Iteration 5Q: 3 clusters Score -211681.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -211772.953125 Penalty: 3618.347900
	Iteration 6Q: 3 clusters Score -211773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211866.312500 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -211866.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -211955.906250 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -211955.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -212033.562500 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -212033.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -212097.750000 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -212097.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -212141.796875 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -212141.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -212183.000000 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -212183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -212217.875000 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -212217.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -212252.015625 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -212252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -212272.218750 Penalty: 3618.347900
	Iteration 15Q: 3 clusters Score -212272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -212277.734375 Penalty: 3618.347900
	Iteration 16Q: 3 clusters Score -212277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -212278.640625 Penalty: 3618.347900
	Iteration 17Q: 3 clusters Score -212278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -212278.640625 Penalty: 3618.347900
	Iteration 18F: 3 clusters Score -212278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -190500.296875 Penalty: 1797.452637
	Iteration 0F: 2 clusters Score -190500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -188297.578125 Penalty: 3594.905273
	Iteration 0F: 3 clusters Score -188297.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -188887.187500 Penalty: 3594.905273
	Iteration 1F: 3 clusters Score -188887.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -189276.265625 Penalty: 3594.905273
	Iteration 2F: 3 clusters Score -189276.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -189688.140625 Penalty: 3594.905273
	Iteration 3F: 3 clusters Score -189688.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -190087.984375 Penalty: 3594.905273
	Iteration 4F: 3 clusters Score -190088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -190316.937500 Penalty: 3594.905273
	Iteration 5F: 3 clusters Score -190316.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -190435.343750 Penalty: 3594.905273
	Iteration 6Q: 3 clusters Score -190435.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -190510.734375 Penalty: 3594.905273
	Iteration 7Q: 3 clusters Score -190510.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -190568.000000 Penalty: 3594.905273
	Iteration 8Q: 3 clusters Score -190568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -190600.859375 Penalty: 3594.905273
	Iteration 9Q: 3 clusters Score -190600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -190629.437500 Penalty: 3594.905273
	Iteration 10Q: 3 clusters Score -190629.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -190655.343750 Penalty: 3594.905273
	Iteration 11Q: 3 clusters Score -190655.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -190693.921875 Penalty: 3594.905273
	Iteration 12Q: 3 clusters Score -190693.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -190715.875000 Penalty: 3594.905273
	Iteration 13Q: 3 clusters Score -190715.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -190729.875000 Penalty: 3594.905273
	Iteration 14Q: 3 clusters Score -190729.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -190739.031250 Penalty: 3594.905273
	Iteration 15Q: 3 clusters Score -190739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -190750.890625 Penalty: 3594.905273
	Iteration 16Q: 3 clusters Score -190750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -190764.171875 Penalty: 3594.905273
	Iteration 17Q: 3 clusters Score -190764.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -190777.500000 Penalty: 3594.905273
	Iteration 18Q: 3 clusters Score -190777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -190789.421875 Penalty: 3594.905273
	Iteration 19Q: 3 clusters Score -190789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -190802.765625 Penalty: 3594.905273
	Iteration 20F: 3 clusters Score -190802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -190825.093750 Penalty: 3594.905273
	Iteration 21Q: 3 clusters Score -190825.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -190868.812500 Penalty: 3594.905273
	Iteration 22Q: 3 clusters Score -190868.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -190926.718750 Penalty: 3594.905273
	Iteration 23Q: 3 clusters Score -190926.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -190952.968750 Penalty: 3594.905273
	Iteration 24Q: 3 clusters Score -190953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -190969.187500 Penalty: 3594.905273
	Iteration 25Q: 3 clusters Score -190969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -190978.078125 Penalty: 3594.905273
	Iteration 26Q: 3 clusters Score -190978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -190981.468750 Penalty: 3594.905273
	Iteration 27Q: 3 clusters Score -190981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -190986.062500 Penalty: 3594.905273
	Iteration 28Q: 3 clusters Score -190986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -190992.218750 Penalty: 3594.905273
	Iteration 29Q: 3 clusters Score -190992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -190997.109375 Penalty: 3594.905273
	Iteration 30Q: 3 clusters Score -190997.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -191010.109375 Penalty: 3594.905273
	Iteration 31Q: 3 clusters Score -191010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -191013.734375 Penalty: 3594.905273
	Iteration 32Q: 3 clusters Score -191013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -191014.546875 Penalty: 3594.905273
	Iteration 33Q: 3 clusters Score -191014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -191014.546875 Penalty: 3594.905273
	Iteration 34F: 3 clusters Score -191014.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 111348 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 23174 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 128984 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13258 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 749 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11925 members 
Mstep: Class 36 contains 656 members 
Entering Unmasked Estep 
Score: -86709104.000000 Penalty: 118243.585938
Splitting cluster 31 changes total score from -86710000.000000 to -86709104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -75603.000000 Penalty: 1577.603027
	Iteration 0F: 2 clusters Score -75603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74174.101562 Penalty: 3155.206055
	Iteration 0F: 3 clusters Score -74174.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74535.804688 Penalty: 3155.206055
	Iteration 1F: 3 clusters Score -74535.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74739.515625 Penalty: 3155.206055
	Iteration 2F: 3 clusters Score -74739.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -74818.304688 Penalty: 3155.206055
	Iteration 3Q: 3 clusters Score -74818.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -74896.703125 Penalty: 3155.206055
	Iteration 4Q: 3 clusters Score -74896.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -74946.070312 Penalty: 3155.206055
	Iteration 5Q: 3 clusters Score -74946.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -74998.539062 Penalty: 3155.206055
	Iteration 6Q: 3 clusters Score -74998.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -75016.843750 Penalty: 3155.206055
	Iteration 7Q: 3 clusters Score -75016.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -75020.304688 Penalty: 3155.206055
	Iteration 8Q: 3 clusters Score -75020.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -75022.140625 Penalty: 3155.206055
	Iteration 9Q: 3 clusters Score -75022.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -75025.406250 Penalty: 3155.206055
	Iteration 10Q: 3 clusters Score -75025.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -75033.539062 Penalty: 3155.206055
	Iteration 11F: 3 clusters Score -75033.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -75101.546875 Penalty: 3155.206055
	Iteration 12Q: 3 clusters Score -75101.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -75109.359375 Penalty: 3155.206055
	Iteration 13Q: 3 clusters Score -75109.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -75111.101562 Penalty: 3155.206055
	Iteration 14Q: 3 clusters Score -75111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -75111.101562 Penalty: 3155.206055
	Iteration 15F: 3 clusters Score -75111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -144623.468750 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -144623.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -142697.781250 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -142697.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -142955.937500 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -142955.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -143029.359375 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -143029.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143059.718750 Penalty: 3411.138916
	Iteration 3Q: 3 clusters Score -143059.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143084.921875 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -143084.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143098.359375 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -143098.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -143116.593750 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -143116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143124.156250 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -143124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143128.812500 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -143128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143130.859375 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -143130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143130.859375 Penalty: 3411.138916
	Iteration 10F: 3 clusters Score -143130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -115086.703125 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -115086.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113363.796875 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -113363.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114511.242188 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -114511.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114966.820312 Penalty: 3424.258545
	Iteration 2F: 3 clusters Score -114966.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -115237.101562 Penalty: 3424.258545
	Iteration 3F: 3 clusters Score -115237.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -115460.585938 Penalty: 3424.258545
	Iteration 4F: 3 clusters Score -115460.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115601.273438 Penalty: 3424.258545
	Iteration 5Q: 3 clusters Score -115601.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -115655.179688 Penalty: 3424.258545
	Iteration 6Q: 3 clusters Score -115655.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115677.648438 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -115677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115686.632812 Penalty: 3424.258545
	Iteration 8Q: 3 clusters Score -115686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -115699.460938 Penalty: 3424.258545
	Iteration 9Q: 3 clusters Score -115699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -115713.898438 Penalty: 3424.258545
	Iteration 10Q: 3 clusters Score -115713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115726.437500 Penalty: 3424.258545
	Iteration 11Q: 3 clusters Score -115726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115743.210938 Penalty: 3424.258545
	Iteration 12Q: 3 clusters Score -115743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115751.148438 Penalty: 3424.258545
	Iteration 13Q: 3 clusters Score -115751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115756.437500 Penalty: 3424.258545
	Iteration 14Q: 3 clusters Score -115756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115758.437500 Penalty: 3424.258545
	Iteration 15Q: 3 clusters Score -115758.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115758.437500 Penalty: 3424.258545
	Iteration 16F: 3 clusters Score -115758.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 111348 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 23174 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 128984 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13258 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 499 members 
Mstep: Class 35 contains 11925 members 
Mstep: Class 36 contains 497 members 
Entering Unmasked Estep 
Score: -86709216.000000 Penalty: 118243.585938
Splitting cluster 34 changes total score from -86710000.000000 to -86709216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (11925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Entering Unmasked Estep 
Score: -1903320.500000 Penalty: 2327.825439
	Iteration 0F: 2 clusters Score -1903320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1894429.000000 Penalty: 4655.650879
	Iteration 0F: 3 clusters Score -1894429 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1897010.625000 Penalty: 4655.650879
	Iteration 1F: 3 clusters Score -1897011 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1897289.750000 Penalty: 4655.650879
	Iteration 2F: 3 clusters Score -1897290 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1897470.250000 Penalty: 4655.650879
	Iteration 3Q: 3 clusters Score -1897470 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1897622.125000 Penalty: 4655.650879
	Iteration 4Q: 3 clusters Score -1897622 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1897732.625000 Penalty: 4655.650879
	Iteration 5Q: 3 clusters Score -1897733 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1897834.375000 Penalty: 4655.650879
	Iteration 6Q: 3 clusters Score -1897834 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1897929.375000 Penalty: 4655.650879
	Iteration 7Q: 3 clusters Score -1897929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1898044.000000 Penalty: 4655.650879
	Iteration 8Q: 3 clusters Score -1898044 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1898191.000000 Penalty: 4655.650879
	Iteration 9Q: 3 clusters Score -1898191 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1898374.625000 Penalty: 4655.650879
	Iteration 10Q: 3 clusters Score -1898375 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1898627.500000 Penalty: 4655.650879
	Iteration 11Q: 3 clusters Score -1898628 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1898962.375000 Penalty: 4655.650879
	Iteration 12Q: 3 clusters Score -1898962 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1899394.250000 Penalty: 4655.650879
	Iteration 13Q: 3 clusters Score -1899394 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1899836.125000 Penalty: 4655.650879
	Iteration 14Q: 3 clusters Score -1899836 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1900263.125000 Penalty: 4655.650879
	Iteration 15Q: 3 clusters Score -1900263 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1900613.000000 Penalty: 4655.650879
	Iteration 16Q: 3 clusters Score -1900613 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1900833.500000 Penalty: 4655.650879
	Iteration 17Q: 3 clusters Score -1900834 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1900956.375000 Penalty: 4655.650879
	Iteration 18Q: 3 clusters Score -1900956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1901058.375000 Penalty: 4655.650879
	Iteration 19Q: 3 clusters Score -1901058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1901107.625000 Penalty: 4655.650879
	Iteration 20F: 3 clusters Score -1901108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1901140.250000 Penalty: 4655.650879
	Iteration 21Q: 3 clusters Score -1901140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1901159.250000 Penalty: 4655.650879
	Iteration 22Q: 3 clusters Score -1901159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1901179.375000 Penalty: 4655.650879
	Iteration 23Q: 3 clusters Score -1901179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1901201.625000 Penalty: 4655.650879
	Iteration 24Q: 3 clusters Score -1901202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1901232.625000 Penalty: 4655.650879
	Iteration 25Q: 3 clusters Score -1901233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1901246.875000 Penalty: 4655.650879
	Iteration 26Q: 3 clusters Score -1901247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1901260.000000 Penalty: 4655.650879
	Iteration 27Q: 3 clusters Score -1901260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1901277.000000 Penalty: 4655.650879
	Iteration 28Q: 3 clusters Score -1901277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1901287.250000 Penalty: 4655.650879
	Iteration 29Q: 3 clusters Score -1901287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1901289.875000 Penalty: 4655.650879
	Iteration 30Q: 3 clusters Score -1901290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1901292.375000 Penalty: 4655.650879
	Iteration 31Q: 3 clusters Score -1901292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1901292.375000 Penalty: 4655.650879
	Iteration 32Q: 3 clusters Score -1901292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1901292.375000 Penalty: 4655.650879
	Iteration 33F: 3 clusters Score -1901292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 99896 members 
Mstep: Class 4 contains 111348 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 3641 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10498 members 
Mstep: Class 9 contains 23174 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 128984 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13258 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 13822 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 970 members 
Mstep: Class 34 contains 996 members 
Mstep: Class 35 contains 11925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710072.000000 Penalty: 114959.039062
Iteration 119Q: 36 clusters Score -8.671007e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 316 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99829 members 
Mstep: Class 4 contains 111420 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 3643 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10488 members 
Mstep: Class 9 contains 23158 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 11 contains 128992 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 1165 members 
Mstep: Class 14 contains 13248 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28908 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19479 members 
Mstep: Class 21 contains 34480 members 
Mstep: Class 22 contains 6958 members 
Mstep: Class 23 contains 13805 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1525 members 
Mstep: Class 29 contains 579 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 974 members 
Mstep: Class 34 contains 995 members 
Mstep: Class 35 contains 11939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710288.000000 Penalty: 114959.039062
Iteration 120F: 36 clusters Score -8.671029e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 99805 members 
Mstep: Class 4 contains 111441 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 6 contains 3643 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10483 members 
Mstep: Class 9 contains 23138 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 11 contains 129010 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 13236 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28913 members 
Mstep: Class 17 contains 6023 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19478 members 
Mstep: Class 21 contains 34479 members 
Mstep: Class 22 contains 6961 members 
Mstep: Class 23 contains 13792 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 308 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 579 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 976 members 
Mstep: Class 34 contains 992 members 
Mstep: Class 35 contains 11948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710600.000000 Penalty: 114959.039062
Iteration 121Q: 36 clusters Score -8.67106e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 99803 members 
Mstep: Class 4 contains 111464 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 3644 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10471 members 
Mstep: Class 9 contains 23119 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 11 contains 129019 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 1172 members 
Mstep: Class 14 contains 13223 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 28913 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19473 members 
Mstep: Class 21 contains 34477 members 
Mstep: Class 22 contains 6966 members 
Mstep: Class 23 contains 13782 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 308 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 1538 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1473 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 977 members 
Mstep: Class 34 contains 988 members 
Mstep: Class 35 contains 11951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710728.000000 Penalty: 114959.039062
Iteration 122Q: 36 clusters Score -8.671073e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 305 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99779 members 
Mstep: Class 4 contains 111516 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 3645 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10465 members 
Mstep: Class 9 contains 23088 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 11 contains 129028 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 1179 members 
Mstep: Class 14 contains 13212 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 28916 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 2808 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19474 members 
Mstep: Class 21 contains 34477 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 13774 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 306 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1552 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1474 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 977 members 
Mstep: Class 34 contains 981 members 
Mstep: Class 35 contains 11957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710888.000000 Penalty: 114959.039062
Iteration 123Q: 36 clusters Score -8.671089e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99769 members 
Mstep: Class 4 contains 111536 members 
Mstep: Class 5 contains 4822 members 
Mstep: Class 6 contains 3645 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10459 members 
Mstep: Class 9 contains 23068 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 129037 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 1186 members 
Mstep: Class 14 contains 13204 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 28924 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19476 members 
Mstep: Class 21 contains 34478 members 
Mstep: Class 22 contains 6974 members 
Mstep: Class 23 contains 13763 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 301 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1556 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1472 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 976 members 
Mstep: Class 35 contains 11967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710880.000000 Penalty: 114959.039062
Iteration 124Q: 36 clusters Score -8.671088e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99767 members 
Mstep: Class 4 contains 111563 members 
Mstep: Class 5 contains 4825 members 
Mstep: Class 6 contains 3645 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10449 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 11 contains 129037 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 14 contains 13196 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 28925 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19479 members 
Mstep: Class 21 contains 34478 members 
Mstep: Class 22 contains 6975 members 
Mstep: Class 23 contains 13753 members 
Mstep: Class 24 contains 3914 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 1564 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 579 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 972 members 
Mstep: Class 35 contains 11978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710920.000000 Penalty: 114959.039062
Iteration 125Q: 36 clusters Score -8.671092e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99748 members 
Mstep: Class 4 contains 111610 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10442 members 
Mstep: Class 9 contains 23003 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 129037 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 13190 members 
Mstep: Class 15 contains 465 members 
Mstep: Class 16 contains 28927 members 
Mstep: Class 17 contains 6053 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19480 members 
Mstep: Class 21 contains 34473 members 
Mstep: Class 22 contains 6976 members 
Mstep: Class 23 contains 13748 members 
Mstep: Class 24 contains 3914 members 
Mstep: Class 25 contains 297 members 
Mstep: Class 26 contains 299 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1561 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 580 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 971 members 
Mstep: Class 35 contains 12007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710968.000000 Penalty: 114959.039062
Iteration 126Q: 36 clusters Score -8.671097e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 99744 members 
Mstep: Class 4 contains 111641 members 
Mstep: Class 5 contains 4824 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 22965 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 129029 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 1195 members 
Mstep: Class 14 contains 13184 members 
Mstep: Class 15 contains 464 members 
Mstep: Class 16 contains 28936 members 
Mstep: Class 17 contains 6056 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19482 members 
Mstep: Class 21 contains 34475 members 
Mstep: Class 22 contains 6979 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 296 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1559 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1469 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 581 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 12037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710792.000000 Penalty: 114959.039062
Iteration 127Q: 36 clusters Score -8.671079e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99755 members 
Mstep: Class 4 contains 111659 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10438 members 
Mstep: Class 9 contains 22932 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 129015 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1194 members 
Mstep: Class 14 contains 13181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 28938 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19480 members 
Mstep: Class 21 contains 34474 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 13728 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 297 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1557 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 584 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 967 members 
Mstep: Class 35 contains 12064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710992.000000 Penalty: 114959.039062
Iteration 128Q: 36 clusters Score -8.671099e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99760 members 
Mstep: Class 4 contains 111679 members 
Mstep: Class 5 contains 4817 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10430 members 
Mstep: Class 9 contains 22909 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 11 contains 129017 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13178 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 28941 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19483 members 
Mstep: Class 21 contains 34472 members 
Mstep: Class 22 contains 6982 members 
Mstep: Class 23 contains 13710 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 297 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1552 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 587 members 
Mstep: Class 33 contains 979 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711048.000000 Penalty: 114959.039062
Iteration 129Q: 36 clusters Score -8.671105e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99788 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10421 members 
Mstep: Class 9 contains 22895 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 11 contains 129007 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13174 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28940 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19484 members 
Mstep: Class 21 contains 34473 members 
Mstep: Class 22 contains 6983 members 
Mstep: Class 23 contains 13702 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 980 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711128.000000 Penalty: 114959.039062
Iteration 130Q: 36 clusters Score -8.671113e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 99810 members 
Mstep: Class 4 contains 111653 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 10412 members 
Mstep: Class 9 contains 22892 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 11 contains 129001 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1198 members 
Mstep: Class 14 contains 13172 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28942 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19485 members 
Mstep: Class 21 contains 34474 members 
Mstep: Class 22 contains 6984 members 
Mstep: Class 23 contains 13699 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 981 members 
Mstep: Class 34 contains 962 members 
Mstep: Class 35 contains 12134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710984.000000 Penalty: 114959.039062
Iteration 131Q: 36 clusters Score -8.671098e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 99863 members 
Mstep: Class 4 contains 111627 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10406 members 
Mstep: Class 9 contains 22880 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 11 contains 128983 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1196 members 
Mstep: Class 14 contains 13171 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28940 members 
Mstep: Class 17 contains 6098 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19487 members 
Mstep: Class 21 contains 34476 members 
Mstep: Class 22 contains 6983 members 
Mstep: Class 23 contains 13696 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1523 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 982 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711000.000000 Penalty: 114959.039062
Iteration 132Q: 36 clusters Score -8.6711e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 99898 members 
Mstep: Class 4 contains 111595 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10403 members 
Mstep: Class 9 contains 22873 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 11 contains 128970 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13168 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28941 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19492 members 
Mstep: Class 21 contains 34478 members 
Mstep: Class 22 contains 6986 members 
Mstep: Class 23 contains 13687 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 296 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1515 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 983 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710976.000000 Penalty: 114959.039062
Iteration 133Q: 36 clusters Score -8.671098e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 99945 members 
Mstep: Class 4 contains 111536 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 22871 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 11 contains 128993 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28937 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19496 members 
Mstep: Class 21 contains 34474 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 13671 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1506 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 983 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710992.000000 Penalty: 114959.039062
Iteration 134Q: 36 clusters Score -8.671099e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 99986 members 
Mstep: Class 4 contains 111484 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10405 members 
Mstep: Class 9 contains 22857 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 11 contains 129012 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13161 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28940 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19498 members 
Mstep: Class 21 contains 34473 members 
Mstep: Class 22 contains 6989 members 
Mstep: Class 23 contains 13652 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 1497 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 983 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710808.000000 Penalty: 114959.039062
Iteration 135Q: 36 clusters Score -8.671081e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100020 members 
Mstep: Class 4 contains 111431 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10407 members 
Mstep: Class 9 contains 22851 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 11 contains 129032 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13157 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28945 members 
Mstep: Class 17 contains 6134 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19501 members 
Mstep: Class 21 contains 34475 members 
Mstep: Class 22 contains 6990 members 
Mstep: Class 23 contains 13636 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1489 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 982 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710976.000000 Penalty: 114959.039062
Iteration 136Q: 36 clusters Score -8.671098e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100043 members 
Mstep: Class 4 contains 111419 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10408 members 
Mstep: Class 9 contains 22843 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 11 contains 129034 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13153 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28947 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19507 members 
Mstep: Class 21 contains 34474 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 13612 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1482 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 982 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710928.000000 Penalty: 114959.039062
Iteration 137Q: 36 clusters Score -8.671093e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100062 members 
Mstep: Class 4 contains 111414 members 
Mstep: Class 5 contains 4810 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10411 members 
Mstep: Class 9 contains 22828 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 11 contains 129036 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13148 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28942 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19512 members 
Mstep: Class 21 contains 34476 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 13586 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1480 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 984 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710936.000000 Penalty: 114959.039062
Iteration 138Q: 36 clusters Score -8.671094e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100088 members 
Mstep: Class 4 contains 111375 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10410 members 
Mstep: Class 9 contains 22816 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 129045 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13147 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28946 members 
Mstep: Class 17 contains 6160 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19517 members 
Mstep: Class 21 contains 34479 members 
Mstep: Class 22 contains 6993 members 
Mstep: Class 23 contains 13581 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 987 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710864.000000 Penalty: 114959.039062
Iteration 139Q: 36 clusters Score -8.671086e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100117 members 
Mstep: Class 4 contains 111347 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10409 members 
Mstep: Class 9 contains 22803 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 11 contains 129051 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1197 members 
Mstep: Class 14 contains 13146 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28941 members 
Mstep: Class 17 contains 6170 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19517 members 
Mstep: Class 21 contains 34477 members 
Mstep: Class 22 contains 6995 members 
Mstep: Class 23 contains 13577 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 295 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1475 members 
Mstep: Class 29 contains 581 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 590 members 
Mstep: Class 33 contains 986 members 
Mstep: Class 34 contains 964 members 
Mstep: Class 35 contains 12265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711504.000000 Penalty: 114959.039062
Iteration 140F: 36 clusters Score -8.67115e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100138 members 
Mstep: Class 4 contains 111345 members 
Mstep: Class 5 contains 4807 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10409 members 
Mstep: Class 9 contains 22749 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 11 contains 129018 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1207 members 
Mstep: Class 14 contains 13149 members 
Mstep: Class 15 contains 454 members 
Mstep: Class 16 contains 28944 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19519 members 
Mstep: Class 21 contains 34477 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 13567 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 267 members 
Mstep: Class 26 contains 304 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1559 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1404 members 
Mstep: Class 32 contains 591 members 
Mstep: Class 33 contains 986 members 
Mstep: Class 34 contains 953 members 
Mstep: Class 35 contains 12278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712800.000000 Penalty: 114959.039062
Iteration 141Q: 36 clusters Score -8.67128e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 100152 members 
Mstep: Class 4 contains 111344 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10407 members 
Mstep: Class 9 contains 22666 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 128976 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1215 members 
Mstep: Class 14 contains 13147 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28946 members 
Mstep: Class 17 contains 6188 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19514 members 
Mstep: Class 21 contains 34476 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 13565 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 582 members 
Mstep: Class 30 contains 1470 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 985 members 
Mstep: Class 34 contains 945 members 
Mstep: Class 35 contains 12343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713520.000000 Penalty: 114959.039062
Iteration 142Q: 36 clusters Score -8.671352e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 100140 members 
Mstep: Class 4 contains 111318 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10401 members 
Mstep: Class 9 contains 22667 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 128939 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1217 members 
Mstep: Class 14 contains 13143 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 28943 members 
Mstep: Class 17 contains 6196 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19512 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6992 members 
Mstep: Class 23 contains 13562 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1649 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1469 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 985 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713752.000000 Penalty: 114959.039062
Iteration 143Q: 36 clusters Score -8.671375e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100148 members 
Mstep: Class 4 contains 111270 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10391 members 
Mstep: Class 9 contains 22744 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 128890 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1217 members 
Mstep: Class 14 contains 13140 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 28940 members 
Mstep: Class 17 contains 6207 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19514 members 
Mstep: Class 21 contains 34489 members 
Mstep: Class 22 contains 6978 members 
Mstep: Class 23 contains 13555 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 293 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1654 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 987 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713544.000000 Penalty: 114959.039062
Iteration 144Q: 36 clusters Score -8.671354e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100140 members 
Mstep: Class 4 contains 111195 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10378 members 
Mstep: Class 9 contains 22858 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 128850 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13143 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28935 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19515 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6955 members 
Mstep: Class 23 contains 13553 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1666 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 942 members 
Mstep: Class 35 contains 12462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713632.000000 Penalty: 114959.039062
Iteration 145Q: 36 clusters Score -8.671363e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100160 members 
Mstep: Class 4 contains 111128 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 10371 members 
Mstep: Class 9 contains 22971 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 128798 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13140 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28933 members 
Mstep: Class 17 contains 6228 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19513 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 13559 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1668 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 989 members 
Mstep: Class 34 contains 943 members 
Mstep: Class 35 contains 12469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713648.000000 Penalty: 114959.039062
Iteration 146Q: 36 clusters Score -8.671365e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100184 members 
Mstep: Class 4 contains 111071 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 23073 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 128761 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13139 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28921 members 
Mstep: Class 17 contains 6233 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19510 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6924 members 
Mstep: Class 23 contains 13554 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 1667 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 943 members 
Mstep: Class 35 contains 12473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713688.000000 Penalty: 114959.039062
Iteration 147Q: 36 clusters Score -8.671369e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100199 members 
Mstep: Class 4 contains 111057 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10360 members 
Mstep: Class 9 contains 23164 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 128691 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13137 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28915 members 
Mstep: Class 17 contains 6235 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19511 members 
Mstep: Class 21 contains 34487 members 
Mstep: Class 22 contains 6912 members 
Mstep: Class 23 contains 13556 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1665 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 943 members 
Mstep: Class 35 contains 12469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713704.000000 Penalty: 114959.039062
Iteration 148Q: 36 clusters Score -8.67137e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100203 members 
Mstep: Class 4 contains 111044 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10359 members 
Mstep: Class 9 contains 23252 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 128633 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13135 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28903 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19515 members 
Mstep: Class 21 contains 34487 members 
Mstep: Class 22 contains 6901 members 
Mstep: Class 23 contains 13550 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1659 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 990 members 
Mstep: Class 34 contains 943 members 
Mstep: Class 35 contains 12471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713760.000000 Penalty: 114959.039062
Iteration 149Q: 36 clusters Score -8.671376e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100219 members 
Mstep: Class 4 contains 111038 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10359 members 
Mstep: Class 9 contains 23326 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 128574 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13132 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28892 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19516 members 
Mstep: Class 21 contains 34486 members 
Mstep: Class 22 contains 6894 members 
Mstep: Class 23 contains 13551 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1652 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 991 members 
Mstep: Class 34 contains 943 members 
Mstep: Class 35 contains 12468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713616.000000 Penalty: 114959.039062
Iteration 150Q: 36 clusters Score -8.671362e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100225 members 
Mstep: Class 4 contains 111023 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10354 members 
Mstep: Class 9 contains 23390 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 128531 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13132 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28879 members 
Mstep: Class 17 contains 6255 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19516 members 
Mstep: Class 21 contains 34487 members 
Mstep: Class 22 contains 6892 members 
Mstep: Class 23 contains 13554 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 1650 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 943 members 
Mstep: Class 35 contains 12467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713520.000000 Penalty: 114959.039062
Iteration 151Q: 36 clusters Score -8.671352e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100230 members 
Mstep: Class 4 contains 111039 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10354 members 
Mstep: Class 9 contains 23455 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 128453 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28878 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19516 members 
Mstep: Class 21 contains 34485 members 
Mstep: Class 22 contains 6890 members 
Mstep: Class 23 contains 13554 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 992 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713576.000000 Penalty: 114959.039062
Iteration 152Q: 36 clusters Score -8.671358e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100241 members 
Mstep: Class 4 contains 111055 members 
Mstep: Class 5 contains 4809 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10352 members 
Mstep: Class 9 contains 23537 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 128371 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13128 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28872 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19517 members 
Mstep: Class 21 contains 34481 members 
Mstep: Class 22 contains 6887 members 
Mstep: Class 23 contains 13546 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 994 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713600.000000 Penalty: 114959.039062
Iteration 153Q: 36 clusters Score -8.67136e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100244 members 
Mstep: Class 4 contains 111061 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10350 members 
Mstep: Class 9 contains 23605 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 128305 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13127 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28871 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19517 members 
Mstep: Class 21 contains 34484 members 
Mstep: Class 22 contains 6889 members 
Mstep: Class 23 contains 13547 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 1640 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 999 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713504.000000 Penalty: 114959.039062
Iteration 154Q: 36 clusters Score -8.67135e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100252 members 
Mstep: Class 4 contains 111084 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8996 members 
Mstep: Class 8 contains 10346 members 
Mstep: Class 9 contains 23661 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128238 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13126 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28872 members 
Mstep: Class 17 contains 6258 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19517 members 
Mstep: Class 21 contains 34486 members 
Mstep: Class 22 contains 6885 members 
Mstep: Class 23 contains 13547 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5984 members 
Mstep: Class 28 contains 1640 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1003 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713512.000000 Penalty: 114959.039062
Iteration 155Q: 36 clusters Score -8.671351e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100265 members 
Mstep: Class 4 contains 111101 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10339 members 
Mstep: Class 9 contains 23721 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128171 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13123 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28867 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19519 members 
Mstep: Class 21 contains 34484 members 
Mstep: Class 22 contains 6883 members 
Mstep: Class 23 contains 13547 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5985 members 
Mstep: Class 28 contains 1640 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1006 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713520.000000 Penalty: 114959.039062
Iteration 156Q: 36 clusters Score -8.671352e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100278 members 
Mstep: Class 4 contains 111119 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10333 members 
Mstep: Class 9 contains 23767 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128121 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28856 members 
Mstep: Class 17 contains 6251 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19519 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6879 members 
Mstep: Class 23 contains 13544 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5984 members 
Mstep: Class 28 contains 1638 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1008 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713496.000000 Penalty: 114959.039062
Iteration 157Q: 36 clusters Score -8.67135e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100303 members 
Mstep: Class 4 contains 111111 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 23818 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128076 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 1218 members 
Mstep: Class 14 contains 13119 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28849 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1773 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 13545 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1638 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1010 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713560.000000 Penalty: 114959.039062
Iteration 158Q: 36 clusters Score -8.671356e+07 nChanged 214
Entering ConstructFrom: 
Score: -86713560.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -232610.968750 Penalty: 1830.612427
	Iteration 0F: 2 clusters Score -232611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -230246.125000 Penalty: 3661.224854
	Iteration 0F: 3 clusters Score -230246.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -230668.812500 Penalty: 3661.224854
	Iteration 1F: 3 clusters Score -230668.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -230805.031250 Penalty: 3661.224854
	Iteration 2F: 3 clusters Score -230805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -230892.859375 Penalty: 3661.224854
	Iteration 3Q: 3 clusters Score -230892.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -230946.593750 Penalty: 3661.224854
	Iteration 4Q: 3 clusters Score -230946.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -230984.546875 Penalty: 3661.224854
	Iteration 5Q: 3 clusters Score -230984.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -231005.562500 Penalty: 3661.224854
	Iteration 6Q: 3 clusters Score -231005.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -231021.984375 Penalty: 3661.224854
	Iteration 7Q: 3 clusters Score -231022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -231034.828125 Penalty: 3661.224854
	Iteration 8Q: 3 clusters Score -231034.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231045.671875 Penalty: 3661.224854
	Iteration 9Q: 3 clusters Score -231045.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231060.171875 Penalty: 3661.224854
	Iteration 10Q: 3 clusters Score -231060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -231067.468750 Penalty: 3661.224854
	Iteration 11Q: 3 clusters Score -231067.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -231073.671875 Penalty: 3661.224854
	Iteration 12Q: 3 clusters Score -231073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -231076.640625 Penalty: 3661.224854
	Iteration 13Q: 3 clusters Score -231076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -231079.437500 Penalty: 3661.224854
	Iteration 14Q: 3 clusters Score -231079.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -231079.812500 Penalty: 3661.224854
	Iteration 15Q: 3 clusters Score -231079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -231081.296875 Penalty: 3661.224854
	Iteration 16Q: 3 clusters Score -231081.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231084.125000 Penalty: 3661.224854
	Iteration 17Q: 3 clusters Score -231084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -231085.218750 Penalty: 3661.224854
	Iteration 18Q: 3 clusters Score -231085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231087.921875 Penalty: 3661.224854
	Iteration 19Q: 3 clusters Score -231087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231089.984375 Penalty: 3661.224854
	Iteration 20F: 3 clusters Score -231090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231091.515625 Penalty: 3661.224854
	Iteration 21Q: 3 clusters Score -231091.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -231092.328125 Penalty: 3661.224854
	Iteration 22Q: 3 clusters Score -231092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -231094.296875 Penalty: 3661.224854
	Iteration 23Q: 3 clusters Score -231094.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -231094.828125 Penalty: 3661.224854
	Iteration 24Q: 3 clusters Score -231094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -231095.375000 Penalty: 3661.224854
	Iteration 25Q: 3 clusters Score -231095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231095.796875 Penalty: 3661.224854
	Iteration 26Q: 3 clusters Score -231095.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231096.093750 Penalty: 3661.224854
	Iteration 27Q: 3 clusters Score -231096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231097.703125 Penalty: 3661.224854
	Iteration 28Q: 3 clusters Score -231097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -231102.656250 Penalty: 3661.224854
	Iteration 29Q: 3 clusters Score -231102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231104.718750 Penalty: 3661.224854
	Iteration 30Q: 3 clusters Score -231104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231106.375000 Penalty: 3661.224854
	Iteration 31Q: 3 clusters Score -231106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -231108.859375 Penalty: 3661.224854
	Iteration 32Q: 3 clusters Score -231108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -231109.046875 Penalty: 3661.224854
	Iteration 33Q: 3 clusters Score -231109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -231109.046875 Penalty: 3661.224854
	Iteration 34F: 3 clusters Score -231109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -161663.312500 Penalty: 1757.095947
	Iteration 0F: 2 clusters Score -161663.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159695.406250 Penalty: 3514.191895
	Iteration 0F: 3 clusters Score -159695.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -160202.875000 Penalty: 3514.191895
	Iteration 1F: 3 clusters Score -160202.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -160518.437500 Penalty: 3514.191895
	Iteration 2F: 3 clusters Score -160518.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -160764.953125 Penalty: 3514.191895
	Iteration 3F: 3 clusters Score -160765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -160875.546875 Penalty: 3514.191895
	Iteration 4F: 3 clusters Score -160875.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -160951.921875 Penalty: 3514.191895
	Iteration 5Q: 3 clusters Score -160951.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -161003.343750 Penalty: 3514.191895
	Iteration 6Q: 3 clusters Score -161003.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -161050.656250 Penalty: 3514.191895
	Iteration 7Q: 3 clusters Score -161050.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161067.015625 Penalty: 3514.191895
	Iteration 8Q: 3 clusters Score -161067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161088.296875 Penalty: 3514.191895
	Iteration 9Q: 3 clusters Score -161088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161107.921875 Penalty: 3514.191895
	Iteration 10Q: 3 clusters Score -161107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161119.000000 Penalty: 3514.191895
	Iteration 11Q: 3 clusters Score -161119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161127.890625 Penalty: 3514.191895
	Iteration 12Q: 3 clusters Score -161127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161132.687500 Penalty: 3514.191895
	Iteration 13Q: 3 clusters Score -161132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161142.890625 Penalty: 3514.191895
	Iteration 14Q: 3 clusters Score -161142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161151.484375 Penalty: 3514.191895
	Iteration 15Q: 3 clusters Score -161151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161157.484375 Penalty: 3514.191895
	Iteration 16Q: 3 clusters Score -161157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -161159.687500 Penalty: 3514.191895
	Iteration 17Q: 3 clusters Score -161159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161164.203125 Penalty: 3514.191895
	Iteration 18Q: 3 clusters Score -161164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161164.390625 Penalty: 3514.191895
	Iteration 19F: 3 clusters Score -161164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -161166.156250 Penalty: 3514.191895
	Iteration 20F: 3 clusters Score -161166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -161167.578125 Penalty: 3514.191895
	Iteration 21Q: 3 clusters Score -161167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161168.046875 Penalty: 3514.191895
	Iteration 22Q: 3 clusters Score -161168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -161168.046875 Penalty: 3514.191895
	Iteration 23F: 3 clusters Score -161168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (100301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100301 members 
Entering Unmasked Estep 
Score: -15839177.000000 Penalty: 2855.950928
	Iteration 0F: 2 clusters Score -1.583918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -15773021.000000 Penalty: 5711.901855
	Iteration 0F: 3 clusters Score -1.577302e+07 nChanged 47641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -15800344.000000 Penalty: 5711.901855
	Iteration 1F: 3 clusters Score -1.580034e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -15801306.000000 Penalty: 5711.901855
	Iteration 2Q: 3 clusters Score -1.580131e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -15802541.000000 Penalty: 5711.901855
	Iteration 3Q: 3 clusters Score -1.580254e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -15804366.000000 Penalty: 5711.901855
	Iteration 4Q: 3 clusters Score -1.580437e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -15807191.000000 Penalty: 5711.901855
	Iteration 5Q: 3 clusters Score -1.580719e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -15811382.000000 Penalty: 5711.901855
	Iteration 6F: 3 clusters Score -1.581138e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -15816638.000000 Penalty: 5711.901855
	Iteration 7F: 3 clusters Score -1.581664e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -15822120.000000 Penalty: 5711.901855
	Iteration 8F: 3 clusters Score -1.582212e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -15826965.000000 Penalty: 5711.901855
	Iteration 9F: 3 clusters Score -1.582696e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -15830536.000000 Penalty: 5711.901855
	Iteration 10Q: 3 clusters Score -1.583054e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -15833236.000000 Penalty: 5711.901855
	Iteration 11Q: 3 clusters Score -1.583324e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -15834720.000000 Penalty: 5711.901855
	Iteration 12Q: 3 clusters Score -1.583472e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -15835565.000000 Penalty: 5711.901855
	Iteration 13Q: 3 clusters Score -1.583556e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98973 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -15836013.000000 Penalty: 5711.901855
	Iteration 14Q: 3 clusters Score -1.583601e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -15836280.000000 Penalty: 5711.901855
	Iteration 15Q: 3 clusters Score -1.583628e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15836472.000000 Penalty: 5711.901855
	Iteration 16Q: 3 clusters Score -1.583647e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15836572.000000 Penalty: 5711.901855
	Iteration 17Q: 3 clusters Score -1.583657e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -15836655.000000 Penalty: 5711.901855
	Iteration 18Q: 3 clusters Score -1.583666e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -15836694.000000 Penalty: 5711.901855
	Iteration 19Q: 3 clusters Score -1.583669e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99796 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15836716.000000 Penalty: 5711.901855
	Iteration 20F: 3 clusters Score -1.583672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -15836747.000000 Penalty: 5711.901855
	Iteration 21Q: 3 clusters Score -1.583675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15836749.000000 Penalty: 5711.901855
	Iteration 22Q: 3 clusters Score -1.583675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15836754.000000 Penalty: 5711.901855
	Iteration 23Q: 3 clusters Score -1.583675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99826 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15836769.000000 Penalty: 5711.901855
	Iteration 24Q: 3 clusters Score -1.583677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99833 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -15836779.000000 Penalty: 5711.901855
	Iteration 25Q: 3 clusters Score -1.583678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -15836779.000000 Penalty: 5711.901855
	Iteration 26Q: 3 clusters Score -1.583678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15836785.000000 Penalty: 5711.901855
	Iteration 27Q: 3 clusters Score -1.583678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15836798.000000 Penalty: 5711.901855
	Iteration 28Q: 3 clusters Score -1.58368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -15836798.000000 Penalty: 5711.901855
	Iteration 29Q: 3 clusters Score -1.58368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99857 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15836816.000000 Penalty: 5711.901855
	Iteration 30Q: 3 clusters Score -1.583682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15836815.000000 Penalty: 5711.901855
	Iteration 31Q: 3 clusters Score -1.583682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15836821.000000 Penalty: 5711.901855
	Iteration 32Q: 3 clusters Score -1.583682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99860 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15836821.000000 Penalty: 5711.901855
	Iteration 33F: 3 clusters Score -1.583682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111125 members 
Entering Unmasked Estep 
Score: -17512138.000000 Penalty: 2881.365967
	Iteration 0F: 2 clusters Score -1.751214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 55608 members 
Entering Unmasked Estep 
Score: -17440826.000000 Penalty: 5762.731934
	Iteration 0F: 3 clusters Score -1.744083e+07 nChanged 52718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -17470994.000000 Penalty: 5762.731934
	Iteration 1F: 3 clusters Score -1.747099e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -17472000.000000 Penalty: 5762.731934
	Iteration 2Q: 3 clusters Score -1.7472e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 58899 members 
Entering Unmasked Estep 
Score: -17473190.000000 Penalty: 5762.731934
	Iteration 3Q: 3 clusters Score -1.747319e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -17474918.000000 Penalty: 5762.731934
	Iteration 4Q: 3 clusters Score -1.747492e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -17477678.000000 Penalty: 5762.731934
	Iteration 5Q: 3 clusters Score -1.747768e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -17481662.000000 Penalty: 5762.731934
	Iteration 6F: 3 clusters Score -1.748166e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -17487100.000000 Penalty: 5762.731934
	Iteration 7F: 3 clusters Score -1.74871e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -17493668.000000 Penalty: 5762.731934
	Iteration 8F: 3 clusters Score -1.749367e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 82681 members 
Entering Unmasked Estep 
Score: -17499520.000000 Penalty: 5762.731934
	Iteration 9F: 3 clusters Score -1.749952e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 85455 members 
Entering Unmasked Estep 
Score: -17503270.000000 Penalty: 5762.731934
	Iteration 10Q: 3 clusters Score -1.750327e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -17505158.000000 Penalty: 5762.731934
	Iteration 11Q: 3 clusters Score -1.750516e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 88398 members 
Entering Unmasked Estep 
Score: -17506038.000000 Penalty: 5762.731934
	Iteration 12Q: 3 clusters Score -1.750604e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 89458 members 
Entering Unmasked Estep 
Score: -17506604.000000 Penalty: 5762.731934
	Iteration 13Q: 3 clusters Score -1.75066e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 90436 members 
Entering Unmasked Estep 
Score: -17507190.000000 Penalty: 5762.731934
	Iteration 14Q: 3 clusters Score -1.750719e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -17507672.000000 Penalty: 5762.731934
	Iteration 15Q: 3 clusters Score -1.750767e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 92168 members 
Entering Unmasked Estep 
Score: -17508106.000000 Penalty: 5762.731934
	Iteration 16Q: 3 clusters Score -1.750811e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 92863 members 
Entering Unmasked Estep 
Score: -17508482.000000 Penalty: 5762.731934
	Iteration 17Q: 3 clusters Score -1.750848e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -17508744.000000 Penalty: 5762.731934
	Iteration 18Q: 3 clusters Score -1.750874e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -17509088.000000 Penalty: 5762.731934
	Iteration 19Q: 3 clusters Score -1.750909e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -17509368.000000 Penalty: 5762.731934
	Iteration 20F: 3 clusters Score -1.750937e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -17509682.000000 Penalty: 5762.731934
	Iteration 21Q: 3 clusters Score -1.750968e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
Score: -17509958.000000 Penalty: 5762.731934
	Iteration 22Q: 3 clusters Score -1.750996e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 97392 members 
Entering Unmasked Estep 
Score: -17510124.000000 Penalty: 5762.731934
	Iteration 23Q: 3 clusters Score -1.751012e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -17510330.000000 Penalty: 5762.731934
	Iteration 24Q: 3 clusters Score -1.751033e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 99278 members 
Entering Unmasked Estep 
Score: -17510490.000000 Penalty: 5762.731934
	Iteration 25Q: 3 clusters Score -1.751049e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -17510572.000000 Penalty: 5762.731934
	Iteration 26Q: 3 clusters Score -1.751057e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -17510658.000000 Penalty: 5762.731934
	Iteration 27Q: 3 clusters Score -1.751066e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 102712 members 
Entering Unmasked Estep 
Score: -17510830.000000 Penalty: 5762.731934
	Iteration 28Q: 3 clusters Score -1.751083e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -17510758.000000 Penalty: 5762.731934
	Iteration 29Q: 3 clusters Score -1.751076e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 105186 members 
Entering Unmasked Estep 
Score: -17510680.000000 Penalty: 5762.731934
	Iteration 30Q: 3 clusters Score -1.751068e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -17510668.000000 Penalty: 5762.731934
	Iteration 31Q: 3 clusters Score -1.751067e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 107339 members 
Entering Unmasked Estep 
Score: -17510652.000000 Penalty: 5762.731934
	Iteration 32Q: 3 clusters Score -1.751065e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 108166 members 
Entering Unmasked Estep 
Score: -17510710.000000 Penalty: 5762.731934
	Iteration 33Q: 3 clusters Score -1.751071e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 108791 members 
Entering Unmasked Estep 
Score: -17510688.000000 Penalty: 5762.731934
	Iteration 34Q: 3 clusters Score -1.751069e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -17510574.000000 Penalty: 5762.731934
	Iteration 35Q: 3 clusters Score -1.751057e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 109604 members 
Entering Unmasked Estep 
Score: -17510464.000000 Penalty: 5762.731934
	Iteration 36Q: 3 clusters Score -1.751046e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 109832 members 
Entering Unmasked Estep 
Score: -17510388.000000 Penalty: 5762.731934
	Iteration 37Q: 3 clusters Score -1.751039e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -17510380.000000 Penalty: 5762.731934
	Iteration 38Q: 3 clusters Score -1.751038e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -17510338.000000 Penalty: 5762.731934
	Iteration 39Q: 3 clusters Score -1.751034e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 110185 members 
Entering Unmasked Estep 
Score: -17510336.000000 Penalty: 5762.731934
	Iteration 40F: 3 clusters Score -1.751034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -17510302.000000 Penalty: 5762.731934
	Iteration 41Q: 3 clusters Score -1.75103e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -17510314.000000 Penalty: 5762.731934
	Iteration 42Q: 3 clusters Score -1.751031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -17510320.000000 Penalty: 5762.731934
	Iteration 43Q: 3 clusters Score -1.751032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -17510292.000000 Penalty: 5762.731934
	Iteration 44Q: 3 clusters Score -1.751029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -17510292.000000 Penalty: 5762.731934
	Iteration 45Q: 3 clusters Score -1.751029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -17510290.000000 Penalty: 5762.731934
	Iteration 46Q: 3 clusters Score -1.751029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 110428 members 
Entering Unmasked Estep 
Score: -17510288.000000 Penalty: 5762.731934
	Iteration 47Q: 3 clusters Score -1.751029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -17510274.000000 Penalty: 5762.731934
	Iteration 48Q: 3 clusters Score -1.751027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -17510284.000000 Penalty: 5762.731934
	Iteration 49Q: 3 clusters Score -1.751028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 110448 members 
Entering Unmasked Estep 
Score: -17510284.000000 Penalty: 5762.731934
	Iteration 50Q: 3 clusters Score -1.751028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -17510286.000000 Penalty: 5762.731934
	Iteration 51Q: 3 clusters Score -1.751029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 110451 members 
Entering Unmasked Estep 
Score: -17510284.000000 Penalty: 5762.731934
	Iteration 52Q: 3 clusters Score -1.751028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -17510278.000000 Penalty: 5762.731934
	Iteration 53Q: 3 clusters Score -1.751028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 110462 members 
Entering Unmasked Estep 
Score: -17510274.000000 Penalty: 5762.731934
	Iteration 54Q: 3 clusters Score -1.751027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -17510272.000000 Penalty: 5762.731934
	Iteration 55Q: 3 clusters Score -1.751027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 110471 members 
Entering Unmasked Estep 
Score: -17510266.000000 Penalty: 5762.731934
	Iteration 56Q: 3 clusters Score -1.751027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -17510268.000000 Penalty: 5762.731934
	Iteration 57Q: 3 clusters Score -1.751027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -17510268.000000 Penalty: 5762.731934
	Iteration 58Q: 3 clusters Score -1.751027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -17510262.000000 Penalty: 5762.731934
	Iteration 59Q: 3 clusters Score -1.751026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -17510256.000000 Penalty: 5762.731934
	Iteration 60F: 3 clusters Score -1.751026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -17510252.000000 Penalty: 5762.731934
	Iteration 61Q: 3 clusters Score -1.751025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -17510248.000000 Penalty: 5762.731934
	Iteration 62Q: 3 clusters Score -1.751025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -17510262.000000 Penalty: 5762.731934
	Iteration 63Q: 3 clusters Score -1.751026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 110493 members 
Entering Unmasked Estep 
Score: -17510250.000000 Penalty: 5762.731934
	Iteration 64Q: 3 clusters Score -1.751025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 110497 members 
Entering Unmasked Estep 
Score: -17510254.000000 Penalty: 5762.731934
	Iteration 65Q: 3 clusters Score -1.751025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -17510274.000000 Penalty: 5762.731934
	Iteration 66Q: 3 clusters Score -1.751027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 110503 members 
Entering Unmasked Estep 
Score: -17510262.000000 Penalty: 5762.731934
	Iteration 67Q: 3 clusters Score -1.751026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 110508 members 
Entering Unmasked Estep 
Score: -17510264.000000 Penalty: 5762.731934
	Iteration 68Q: 3 clusters Score -1.751026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 110513 members 
Entering Unmasked Estep 
Score: -17510256.000000 Penalty: 5762.731934
	Iteration 69Q: 3 clusters Score -1.751026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 110513 members 
Entering Unmasked Estep 
Score: -17510264.000000 Penalty: 5762.731934
	Iteration 70Q: 3 clusters Score -1.751026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -17510260.000000 Penalty: 5762.731934
	Iteration 71Q: 3 clusters Score -1.751026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 110516 members 
Entering Unmasked Estep 
Score: -17510244.000000 Penalty: 5762.731934
	Iteration 72Q: 3 clusters Score -1.751024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -17510248.000000 Penalty: 5762.731934
	Iteration 73Q: 3 clusters Score -1.751025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -17510246.000000 Penalty: 5762.731934
	Iteration 74Q: 3 clusters Score -1.751025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 110525 members 
Entering Unmasked Estep 
Score: -17510240.000000 Penalty: 5762.731934
	Iteration 75Q: 3 clusters Score -1.751024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -17510248.000000 Penalty: 5762.731934
	Iteration 76Q: 3 clusters Score -1.751025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 110527 members 
Entering Unmasked Estep 
Score: -17510254.000000 Penalty: 5762.731934
	Iteration 77Q: 3 clusters Score -1.751025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 110529 members 
Entering Unmasked Estep 
Score: -17510252.000000 Penalty: 5762.731934
	Iteration 78Q: 3 clusters Score -1.751025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -17510258.000000 Penalty: 5762.731934
	Iteration 79Q: 3 clusters Score -1.751026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 110531 members 
Entering Unmasked Estep 
Score: -17510258.000000 Penalty: 5762.731934
	Iteration 80F: 3 clusters Score -1.751026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -699485.625000 Penalty: 2102.088379
	Iteration 0F: 2 clusters Score -699485.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -695166.937500 Penalty: 4204.176758
	Iteration 0F: 3 clusters Score -695166.9 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -696416.187500 Penalty: 4204.176758
	Iteration 1F: 3 clusters Score -696416.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -696854.062500 Penalty: 4204.176758
	Iteration 2F: 3 clusters Score -696854.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -697216.812500 Penalty: 4204.176758
	Iteration 3F: 3 clusters Score -697216.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -697532.125000 Penalty: 4204.176758
	Iteration 4F: 3 clusters Score -697532.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -697809.312500 Penalty: 4204.176758
	Iteration 5F: 3 clusters Score -697809.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -698038.250000 Penalty: 4204.176758
	Iteration 6Q: 3 clusters Score -698038.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -698192.250000 Penalty: 4204.176758
	Iteration 7Q: 3 clusters Score -698192.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -698292.937500 Penalty: 4204.176758
	Iteration 8Q: 3 clusters Score -698292.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -698375.437500 Penalty: 4204.176758
	Iteration 9Q: 3 clusters Score -698375.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -698439.062500 Penalty: 4204.176758
	Iteration 10Q: 3 clusters Score -698439.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -698508.250000 Penalty: 4204.176758
	Iteration 11Q: 3 clusters Score -698508.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -698573.625000 Penalty: 4204.176758
	Iteration 12Q: 3 clusters Score -698573.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -698633.812500 Penalty: 4204.176758
	Iteration 13Q: 3 clusters Score -698633.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -698688.812500 Penalty: 4204.176758
	Iteration 14Q: 3 clusters Score -698688.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -698735.687500 Penalty: 4204.176758
	Iteration 15Q: 3 clusters Score -698735.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -698766.937500 Penalty: 4204.176758
	Iteration 16Q: 3 clusters Score -698766.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -698796.250000 Penalty: 4204.176758
	Iteration 17Q: 3 clusters Score -698796.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -698812.750000 Penalty: 4204.176758
	Iteration 18Q: 3 clusters Score -698812.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -698830.375000 Penalty: 4204.176758
	Iteration 19Q: 3 clusters Score -698830.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -698842.875000 Penalty: 4204.176758
	Iteration 20F: 3 clusters Score -698842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -698851.812500 Penalty: 4204.176758
	Iteration 21Q: 3 clusters Score -698851.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -698858.125000 Penalty: 4204.176758
	Iteration 22Q: 3 clusters Score -698858.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -698864.687500 Penalty: 4204.176758
	Iteration 23Q: 3 clusters Score -698864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -698867.875000 Penalty: 4204.176758
	Iteration 24Q: 3 clusters Score -698867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -698870.250000 Penalty: 4204.176758
	Iteration 25Q: 3 clusters Score -698870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -698871.125000 Penalty: 4204.176758
	Iteration 26Q: 3 clusters Score -698871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -698875.250000 Penalty: 4204.176758
	Iteration 27Q: 3 clusters Score -698875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -698876.375000 Penalty: 4204.176758
	Iteration 28Q: 3 clusters Score -698876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -698877.500000 Penalty: 4204.176758
	Iteration 29Q: 3 clusters Score -698877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -698878.250000 Penalty: 4204.176758
	Iteration 30Q: 3 clusters Score -698878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -698879.500000 Penalty: 4204.176758
	Iteration 31Q: 3 clusters Score -698879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -698879.062500 Penalty: 4204.176758
	Iteration 32Q: 3 clusters Score -698879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -698877.437500 Penalty: 4204.176758
	Iteration 33Q: 3 clusters Score -698877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -698878.687500 Penalty: 4204.176758
	Iteration 34Q: 3 clusters Score -698878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -698878.625000 Penalty: 4204.176758
	Iteration 35Q: 3 clusters Score -698878.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -698878.625000 Penalty: 4204.176758
	Iteration 36F: 3 clusters Score -698878.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -565907.625000 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -565907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -562234.312500 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -562234.3 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -562972.250000 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -562972.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -563139.187500 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -563139.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -563244.937500 Penalty: 4067.887207
	Iteration 3Q: 3 clusters Score -563244.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -563303.062500 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -563303.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -563346.937500 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -563346.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -563389.062500 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -563389.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -563425.937500 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -563425.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -563466.437500 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -563466.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -563512.062500 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -563512.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -563555.500000 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -563555.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -563587.125000 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -563587.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -563614.750000 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -563614.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -563644.437500 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -563644.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -563669.250000 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -563669.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -563687.437500 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -563687.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -563701.625000 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -563701.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -563713.250000 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -563713.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -563723.937500 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -563723.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -563734.500000 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -563734.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -563742.437500 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -563742.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -563748.125000 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -563748.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -563752.625000 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -563752.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -563756.687500 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -563756.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -563760.562500 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -563760.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -563765.125000 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -563765.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -563769.687500 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -563769.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -563774.125000 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -563774.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -563777.125000 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -563777.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -563781.312500 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -563781.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -563787.125000 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -563787.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -563795.562500 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -563795.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -563805.437500 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -563805.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -563814.687500 Penalty: 4067.887207
	Iteration 33Q: 3 clusters Score -563814.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -563823.125000 Penalty: 4067.887207
	Iteration 34Q: 3 clusters Score -563823.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -563829.750000 Penalty: 4067.887207
	Iteration 35Q: 3 clusters Score -563829.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -563839.375000 Penalty: 4067.887207
	Iteration 36Q: 3 clusters Score -563839.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -563845.125000 Penalty: 4067.887207
	Iteration 37Q: 3 clusters Score -563845.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -563853.500000 Penalty: 4067.887207
	Iteration 38Q: 3 clusters Score -563853.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -563860.937500 Penalty: 4067.887207
	Iteration 39Q: 3 clusters Score -563860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -563869.500000 Penalty: 4067.887207
	Iteration 40F: 3 clusters Score -563869.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -563878.125000 Penalty: 4067.887207
	Iteration 41Q: 3 clusters Score -563878.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -563885.500000 Penalty: 4067.887207
	Iteration 42Q: 3 clusters Score -563885.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -563892.937500 Penalty: 4067.887207
	Iteration 43Q: 3 clusters Score -563892.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -563897.437500 Penalty: 4067.887207
	Iteration 44Q: 3 clusters Score -563897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -563902.125000 Penalty: 4067.887207
	Iteration 45Q: 3 clusters Score -563902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -563904.562500 Penalty: 4067.887207
	Iteration 46Q: 3 clusters Score -563904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -563907.062500 Penalty: 4067.887207
	Iteration 47Q: 3 clusters Score -563907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -563906.937500 Penalty: 4067.887207
	Iteration 48Q: 3 clusters Score -563906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -563908.625000 Penalty: 4067.887207
	Iteration 49Q: 3 clusters Score -563908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -563910.125000 Penalty: 4067.887207
	Iteration 50Q: 3 clusters Score -563910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -563911.875000 Penalty: 4067.887207
	Iteration 51Q: 3 clusters Score -563911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -563911.625000 Penalty: 4067.887207
	Iteration 52Q: 3 clusters Score -563911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -563913.562500 Penalty: 4067.887207
	Iteration 53Q: 3 clusters Score -563913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -563915.437500 Penalty: 4067.887207
	Iteration 54Q: 3 clusters Score -563915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -563916.500000 Penalty: 4067.887207
	Iteration 55Q: 3 clusters Score -563916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -563916.625000 Penalty: 4067.887207
	Iteration 56Q: 3 clusters Score -563916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -563917.562500 Penalty: 4067.887207
	Iteration 57Q: 3 clusters Score -563917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -563918.312500 Penalty: 4067.887207
	Iteration 58Q: 3 clusters Score -563918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -563919.750000 Penalty: 4067.887207
	Iteration 59Q: 3 clusters Score -563919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -563920.812500 Penalty: 4067.887207
	Iteration 60F: 3 clusters Score -563920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -563922.187500 Penalty: 4067.887207
	Iteration 61Q: 3 clusters Score -563922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -563923.875000 Penalty: 4067.887207
	Iteration 62Q: 3 clusters Score -563923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -563926.125000 Penalty: 4067.887207
	Iteration 63Q: 3 clusters Score -563926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -563928.125000 Penalty: 4067.887207
	Iteration 64Q: 3 clusters Score -563928.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -563934.062500 Penalty: 4067.887207
	Iteration 65Q: 3 clusters Score -563934.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -563946.375000 Penalty: 4067.887207
	Iteration 66Q: 3 clusters Score -563946.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -563957.250000 Penalty: 4067.887207
	Iteration 67Q: 3 clusters Score -563957.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -563971.812500 Penalty: 4067.887207
	Iteration 68Q: 3 clusters Score -563971.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -563976.875000 Penalty: 4067.887207
	Iteration 69Q: 3 clusters Score -563976.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -563984.375000 Penalty: 4067.887207
	Iteration 70Q: 3 clusters Score -563984.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -563990.812500 Penalty: 4067.887207
	Iteration 71Q: 3 clusters Score -563990.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -564001.000000 Penalty: 4067.887207
	Iteration 72Q: 3 clusters Score -564001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -564005.937500 Penalty: 4067.887207
	Iteration 73Q: 3 clusters Score -564005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -564011.375000 Penalty: 4067.887207
	Iteration 74Q: 3 clusters Score -564011.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -564017.562500 Penalty: 4067.887207
	Iteration 75Q: 3 clusters Score -564017.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -564026.312500 Penalty: 4067.887207
	Iteration 76Q: 3 clusters Score -564026.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -564034.187500 Penalty: 4067.887207
	Iteration 77Q: 3 clusters Score -564034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -564039.812500 Penalty: 4067.887207
	Iteration 78Q: 3 clusters Score -564039.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -564047.875000 Penalty: 4067.887207
	Iteration 79Q: 3 clusters Score -564047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -564052.812500 Penalty: 4067.887207
	Iteration 80F: 3 clusters Score -564052.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -564061.687500 Penalty: 4067.887207
	Iteration 81Q: 3 clusters Score -564061.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -564080.000000 Penalty: 4067.887207
	Iteration 82Q: 3 clusters Score -564080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -564104.187500 Penalty: 4067.887207
	Iteration 83Q: 3 clusters Score -564104.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -564120.937500 Penalty: 4067.887207
	Iteration 84Q: 3 clusters Score -564120.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -564134.750000 Penalty: 4067.887207
	Iteration 85Q: 3 clusters Score -564134.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -564148.937500 Penalty: 4067.887207
	Iteration 86Q: 3 clusters Score -564148.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -564159.625000 Penalty: 4067.887207
	Iteration 87Q: 3 clusters Score -564159.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -564170.312500 Penalty: 4067.887207
	Iteration 88Q: 3 clusters Score -564170.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -564178.937500 Penalty: 4067.887207
	Iteration 89Q: 3 clusters Score -564178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -564186.437500 Penalty: 4067.887207
	Iteration 90Q: 3 clusters Score -564186.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -564192.625000 Penalty: 4067.887207
	Iteration 91Q: 3 clusters Score -564192.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -564203.250000 Penalty: 4067.887207
	Iteration 92Q: 3 clusters Score -564203.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -564210.875000 Penalty: 4067.887207
	Iteration 93Q: 3 clusters Score -564210.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -564215.000000 Penalty: 4067.887207
	Iteration 94Q: 3 clusters Score -564215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -564218.312500 Penalty: 4067.887207
	Iteration 95Q: 3 clusters Score -564218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -564220.000000 Penalty: 4067.887207
	Iteration 96Q: 3 clusters Score -564220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -564222.375000 Penalty: 4067.887207
	Iteration 97Q: 3 clusters Score -564222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -564225.375000 Penalty: 4067.887207
	Iteration 98Q: 3 clusters Score -564225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -564227.625000 Penalty: 4067.887207
	Iteration 99Q: 3 clusters Score -564227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -564228.812500 Penalty: 4067.887207
	Iteration 100F: 3 clusters Score -564228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -564231.562500 Penalty: 4067.887207
	Iteration 101Q: 3 clusters Score -564231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -564233.062500 Penalty: 4067.887207
	Iteration 102Q: 3 clusters Score -564233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -564235.875000 Penalty: 4067.887207
	Iteration 103Q: 3 clusters Score -564235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -564240.750000 Penalty: 4067.887207
	Iteration 104Q: 3 clusters Score -564240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -564244.625000 Penalty: 4067.887207
	Iteration 105Q: 3 clusters Score -564244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -564248.312500 Penalty: 4067.887207
	Iteration 106Q: 3 clusters Score -564248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -564252.875000 Penalty: 4067.887207
	Iteration 107Q: 3 clusters Score -564252.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -564258.937500 Penalty: 4067.887207
	Iteration 108Q: 3 clusters Score -564258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -564266.625000 Penalty: 4067.887207
	Iteration 109Q: 3 clusters Score -564266.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -564271.625000 Penalty: 4067.887207
	Iteration 110Q: 3 clusters Score -564271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -564276.250000 Penalty: 4067.887207
	Iteration 111Q: 3 clusters Score -564276.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -564283.625000 Penalty: 4067.887207
	Iteration 112Q: 3 clusters Score -564283.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -564292.625000 Penalty: 4067.887207
	Iteration 113Q: 3 clusters Score -564292.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -564299.812500 Penalty: 4067.887207
	Iteration 114Q: 3 clusters Score -564299.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -564304.750000 Penalty: 4067.887207
	Iteration 115Q: 3 clusters Score -564304.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -564310.250000 Penalty: 4067.887207
	Iteration 116Q: 3 clusters Score -564310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -564316.937500 Penalty: 4067.887207
	Iteration 117Q: 3 clusters Score -564316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -564319.187500 Penalty: 4067.887207
	Iteration 118Q: 3 clusters Score -564319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -564321.500000 Penalty: 4067.887207
	Iteration 119Q: 3 clusters Score -564321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -564325.875000 Penalty: 4067.887207
	Iteration 120F: 3 clusters Score -564325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -564328.500000 Penalty: 4067.887207
	Iteration 121Q: 3 clusters Score -564328.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -564335.187500 Penalty: 4067.887207
	Iteration 122Q: 3 clusters Score -564335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -564342.375000 Penalty: 4067.887207
	Iteration 123Q: 3 clusters Score -564342.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -564347.000000 Penalty: 4067.887207
	Iteration 124Q: 3 clusters Score -564347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -564353.500000 Penalty: 4067.887207
	Iteration 125Q: 3 clusters Score -564353.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -564362.875000 Penalty: 4067.887207
	Iteration 126Q: 3 clusters Score -564362.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -564375.312500 Penalty: 4067.887207
	Iteration 127Q: 3 clusters Score -564375.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -564393.687500 Penalty: 4067.887207
	Iteration 128Q: 3 clusters Score -564393.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -564415.187500 Penalty: 4067.887207
	Iteration 129Q: 3 clusters Score -564415.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -564431.937500 Penalty: 4067.887207
	Iteration 130Q: 3 clusters Score -564431.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -564444.937500 Penalty: 4067.887207
	Iteration 131Q: 3 clusters Score -564444.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -564462.750000 Penalty: 4067.887207
	Iteration 132Q: 3 clusters Score -564462.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -564480.375000 Penalty: 4067.887207
	Iteration 133Q: 3 clusters Score -564480.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -564499.187500 Penalty: 4067.887207
	Iteration 134Q: 3 clusters Score -564499.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -564507.562500 Penalty: 4067.887207
	Iteration 135Q: 3 clusters Score -564507.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -564520.250000 Penalty: 4067.887207
	Iteration 136Q: 3 clusters Score -564520.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -564526.250000 Penalty: 4067.887207
	Iteration 137Q: 3 clusters Score -564526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -564528.500000 Penalty: 4067.887207
	Iteration 138Q: 3 clusters Score -564528.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -564528.750000 Penalty: 4067.887207
	Iteration 139Q: 3 clusters Score -564528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -564530.937500 Penalty: 4067.887207
	Iteration 140F: 3 clusters Score -564530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -564533.875000 Penalty: 4067.887207
	Iteration 141Q: 3 clusters Score -564533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -564535.187500 Penalty: 4067.887207
	Iteration 142Q: 3 clusters Score -564535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -564535.625000 Penalty: 4067.887207
	Iteration 143Q: 3 clusters Score -564535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -564535.625000 Penalty: 4067.887207
	Iteration 144F: 3 clusters Score -564535.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Entering Unmasked Estep 
Score: -1352534.500000 Penalty: 2257.952393
	Iteration 0F: 2 clusters Score -1352534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1345519.000000 Penalty: 4515.904785
	Iteration 0F: 3 clusters Score -1345519 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1347466.500000 Penalty: 4515.904785
	Iteration 1F: 3 clusters Score -1347466 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1347807.000000 Penalty: 4515.904785
	Iteration 2F: 3 clusters Score -1347807 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1348043.125000 Penalty: 4515.904785
	Iteration 3F: 3 clusters Score -1348043 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1348235.500000 Penalty: 4515.904785
	Iteration 4Q: 3 clusters Score -1348236 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1348387.625000 Penalty: 4515.904785
	Iteration 5Q: 3 clusters Score -1348388 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1348506.750000 Penalty: 4515.904785
	Iteration 6Q: 3 clusters Score -1348507 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1348590.500000 Penalty: 4515.904785
	Iteration 7Q: 3 clusters Score -1348590 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1348667.625000 Penalty: 4515.904785
	Iteration 8Q: 3 clusters Score -1348668 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1348736.500000 Penalty: 4515.904785
	Iteration 9Q: 3 clusters Score -1348736 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1348791.750000 Penalty: 4515.904785
	Iteration 10Q: 3 clusters Score -1348792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1348829.875000 Penalty: 4515.904785
	Iteration 11Q: 3 clusters Score -1348830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1348869.875000 Penalty: 4515.904785
	Iteration 12Q: 3 clusters Score -1348870 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1348909.000000 Penalty: 4515.904785
	Iteration 13Q: 3 clusters Score -1348909 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1348956.750000 Penalty: 4515.904785
	Iteration 14Q: 3 clusters Score -1348957 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1349011.125000 Penalty: 4515.904785
	Iteration 15Q: 3 clusters Score -1349011 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1349051.625000 Penalty: 4515.904785
	Iteration 16Q: 3 clusters Score -1349052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1349093.250000 Penalty: 4515.904785
	Iteration 17Q: 3 clusters Score -1349093 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1349135.375000 Penalty: 4515.904785
	Iteration 18Q: 3 clusters Score -1349135 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1349187.250000 Penalty: 4515.904785
	Iteration 19Q: 3 clusters Score -1349187 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1349235.000000 Penalty: 4515.904785
	Iteration 20F: 3 clusters Score -1349235 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1349284.500000 Penalty: 4515.904785
	Iteration 21Q: 3 clusters Score -1349284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1349331.875000 Penalty: 4515.904785
	Iteration 22Q: 3 clusters Score -1349332 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1349385.250000 Penalty: 4515.904785
	Iteration 23Q: 3 clusters Score -1349385 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1349451.875000 Penalty: 4515.904785
	Iteration 24Q: 3 clusters Score -1349452 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1349518.000000 Penalty: 4515.904785
	Iteration 25Q: 3 clusters Score -1349518 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1349602.125000 Penalty: 4515.904785
	Iteration 26Q: 3 clusters Score -1349602 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1349705.625000 Penalty: 4515.904785
	Iteration 27Q: 3 clusters Score -1349706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1349813.000000 Penalty: 4515.904785
	Iteration 28Q: 3 clusters Score -1349813 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1349940.875000 Penalty: 4515.904785
	Iteration 29Q: 3 clusters Score -1349941 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1350064.625000 Penalty: 4515.904785
	Iteration 30Q: 3 clusters Score -1350065 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1350176.125000 Penalty: 4515.904785
	Iteration 31Q: 3 clusters Score -1350176 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1350282.000000 Penalty: 4515.904785
	Iteration 32Q: 3 clusters Score -1350282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1350370.625000 Penalty: 4515.904785
	Iteration 33Q: 3 clusters Score -1350371 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1350440.750000 Penalty: 4515.904785
	Iteration 34Q: 3 clusters Score -1350441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1350498.875000 Penalty: 4515.904785
	Iteration 35Q: 3 clusters Score -1350499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1350541.000000 Penalty: 4515.904785
	Iteration 36Q: 3 clusters Score -1350541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1350575.625000 Penalty: 4515.904785
	Iteration 37Q: 3 clusters Score -1350576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1350606.125000 Penalty: 4515.904785
	Iteration 38Q: 3 clusters Score -1350606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1350629.000000 Penalty: 4515.904785
	Iteration 39Q: 3 clusters Score -1350629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1350653.000000 Penalty: 4515.904785
	Iteration 40F: 3 clusters Score -1350653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1350676.625000 Penalty: 4515.904785
	Iteration 41Q: 3 clusters Score -1350677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1350694.125000 Penalty: 4515.904785
	Iteration 42Q: 3 clusters Score -1350694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1350710.500000 Penalty: 4515.904785
	Iteration 43Q: 3 clusters Score -1350710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1350722.250000 Penalty: 4515.904785
	Iteration 44Q: 3 clusters Score -1350722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1350733.875000 Penalty: 4515.904785
	Iteration 45Q: 3 clusters Score -1350734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1350742.125000 Penalty: 4515.904785
	Iteration 46Q: 3 clusters Score -1350742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1350750.625000 Penalty: 4515.904785
	Iteration 47Q: 3 clusters Score -1350751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1350756.625000 Penalty: 4515.904785
	Iteration 48Q: 3 clusters Score -1350757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1350763.875000 Penalty: 4515.904785
	Iteration 49Q: 3 clusters Score -1350764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1350767.750000 Penalty: 4515.904785
	Iteration 50Q: 3 clusters Score -1350768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1350768.125000 Penalty: 4515.904785
	Iteration 51Q: 3 clusters Score -1350768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1350769.750000 Penalty: 4515.904785
	Iteration 52Q: 3 clusters Score -1350770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1350770.875000 Penalty: 4515.904785
	Iteration 53Q: 3 clusters Score -1350771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1350772.375000 Penalty: 4515.904785
	Iteration 54Q: 3 clusters Score -1350772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1350772.375000 Penalty: 4515.904785
	Iteration 55F: 3 clusters Score -1350772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -1642179.750000 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -1642180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1634344.750000 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -1634345 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1636648.500000 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -1636648 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1637032.000000 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -1637032 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1637432.500000 Penalty: 4583.711426
	Iteration 3F: 3 clusters Score -1637432 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1637849.375000 Penalty: 4583.711426
	Iteration 4F: 3 clusters Score -1637849 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1638339.000000 Penalty: 4583.711426
	Iteration 5F: 3 clusters Score -1638339 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1638752.625000 Penalty: 4583.711426
	Iteration 6F: 3 clusters Score -1638753 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1639070.750000 Penalty: 4583.711426
	Iteration 7F: 3 clusters Score -1639071 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1639316.250000 Penalty: 4583.711426
	Iteration 8Q: 3 clusters Score -1639316 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1639494.500000 Penalty: 4583.711426
	Iteration 9Q: 3 clusters Score -1639494 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1639671.375000 Penalty: 4583.711426
	Iteration 10Q: 3 clusters Score -1639671 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1639862.625000 Penalty: 4583.711426
	Iteration 11Q: 3 clusters Score -1639863 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1640038.750000 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -1640039 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1640219.875000 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -1640220 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1640351.625000 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -1640352 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1640471.000000 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -1640471 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1640559.375000 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -1640559 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1640632.625000 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -1640633 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1640682.875000 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -1640683 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1640733.375000 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -1640733 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1640777.500000 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -1640778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1640816.500000 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -1640816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1640847.250000 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -1640847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1640872.875000 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -1640873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1640890.750000 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -1640891 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1640906.500000 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -1640906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1640923.625000 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -1640924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1640940.125000 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -1640940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1640953.500000 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -1640954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1640962.250000 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -1640962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1640974.375000 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -1640974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1640982.375000 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -1640982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1640987.750000 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -1640988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1640993.875000 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -1640994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1640994.875000 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -1640995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1640994.125000 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -1640994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1640995.500000 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -1640996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1640999.125000 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -1640999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1640999.125000 Penalty: 4583.711426
	Iteration 38F: 3 clusters Score -1640999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Entering Unmasked Estep 
Score: -3785881.250000 Penalty: 2499.850586
	Iteration 0F: 2 clusters Score -3785881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3769227.000000 Penalty: 4999.701172
	Iteration 0F: 3 clusters Score -3769227 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3774929.000000 Penalty: 4999.701172
	Iteration 1F: 3 clusters Score -3774929 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3775327.000000 Penalty: 4999.701172
	Iteration 2F: 3 clusters Score -3775327 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3775622.750000 Penalty: 4999.701172
	Iteration 3Q: 3 clusters Score -3775623 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3775885.500000 Penalty: 4999.701172
	Iteration 4Q: 3 clusters Score -3775886 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3776099.750000 Penalty: 4999.701172
	Iteration 5Q: 3 clusters Score -3776100 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3776301.500000 Penalty: 4999.701172
	Iteration 6Q: 3 clusters Score -3776302 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3776542.750000 Penalty: 4999.701172
	Iteration 7Q: 3 clusters Score -3776543 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3776770.750000 Penalty: 4999.701172
	Iteration 8Q: 3 clusters Score -3776771 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3777075.000000 Penalty: 4999.701172
	Iteration 9Q: 3 clusters Score -3777075 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3777415.500000 Penalty: 4999.701172
	Iteration 10Q: 3 clusters Score -3777416 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3777811.500000 Penalty: 4999.701172
	Iteration 11Q: 3 clusters Score -3777812 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3778261.750000 Penalty: 4999.701172
	Iteration 12Q: 3 clusters Score -3778262 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3778794.750000 Penalty: 4999.701172
	Iteration 13Q: 3 clusters Score -3778795 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3779404.250000 Penalty: 4999.701172
	Iteration 14Q: 3 clusters Score -3779404 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3779994.250000 Penalty: 4999.701172
	Iteration 15Q: 3 clusters Score -3779994 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3780564.250000 Penalty: 4999.701172
	Iteration 16Q: 3 clusters Score -3780564 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3781070.750000 Penalty: 4999.701172
	Iteration 17Q: 3 clusters Score -3781071 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3781471.750000 Penalty: 4999.701172
	Iteration 18Q: 3 clusters Score -3781472 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3781797.250000 Penalty: 4999.701172
	Iteration 19Q: 3 clusters Score -3781797 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3782035.000000 Penalty: 4999.701172
	Iteration 20F: 3 clusters Score -3782035 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3782238.250000 Penalty: 4999.701172
	Iteration 21Q: 3 clusters Score -3782238 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3782405.750000 Penalty: 4999.701172
	Iteration 22Q: 3 clusters Score -3782406 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3782549.250000 Penalty: 4999.701172
	Iteration 23Q: 3 clusters Score -3782549 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3782666.000000 Penalty: 4999.701172
	Iteration 24Q: 3 clusters Score -3782666 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3782782.250000 Penalty: 4999.701172
	Iteration 25Q: 3 clusters Score -3782782 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3782904.750000 Penalty: 4999.701172
	Iteration 26Q: 3 clusters Score -3782905 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3783031.750000 Penalty: 4999.701172
	Iteration 27Q: 3 clusters Score -3783032 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3783150.000000 Penalty: 4999.701172
	Iteration 28Q: 3 clusters Score -3783150 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3783234.500000 Penalty: 4999.701172
	Iteration 29Q: 3 clusters Score -3783234 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3783311.000000 Penalty: 4999.701172
	Iteration 30Q: 3 clusters Score -3783311 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3783370.000000 Penalty: 4999.701172
	Iteration 31Q: 3 clusters Score -3783370 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3783447.000000 Penalty: 4999.701172
	Iteration 32Q: 3 clusters Score -3783447 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3783490.500000 Penalty: 4999.701172
	Iteration 33Q: 3 clusters Score -3783490 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3783532.250000 Penalty: 4999.701172
	Iteration 34Q: 3 clusters Score -3783532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3783566.750000 Penalty: 4999.701172
	Iteration 35Q: 3 clusters Score -3783567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3783610.750000 Penalty: 4999.701172
	Iteration 36Q: 3 clusters Score -3783611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3783637.500000 Penalty: 4999.701172
	Iteration 37Q: 3 clusters Score -3783638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3783658.250000 Penalty: 4999.701172
	Iteration 38Q: 3 clusters Score -3783658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3783671.500000 Penalty: 4999.701172
	Iteration 39Q: 3 clusters Score -3783672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3783688.000000 Penalty: 4999.701172
	Iteration 40F: 3 clusters Score -3783688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3783691.000000 Penalty: 4999.701172
	Iteration 41Q: 3 clusters Score -3783691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3783694.000000 Penalty: 4999.701172
	Iteration 42Q: 3 clusters Score -3783694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3783699.750000 Penalty: 4999.701172
	Iteration 43Q: 3 clusters Score -3783700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3783715.250000 Penalty: 4999.701172
	Iteration 44Q: 3 clusters Score -3783715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3783722.750000 Penalty: 4999.701172
	Iteration 45Q: 3 clusters Score -3783723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3783731.000000 Penalty: 4999.701172
	Iteration 46Q: 3 clusters Score -3783731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3783739.500000 Penalty: 4999.701172
	Iteration 47Q: 3 clusters Score -3783740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3783738.250000 Penalty: 4999.701172
	Iteration 48Q: 3 clusters Score -3783738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3783743.000000 Penalty: 4999.701172
	Iteration 49Q: 3 clusters Score -3783743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3783747.250000 Penalty: 4999.701172
	Iteration 50Q: 3 clusters Score -3783747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3783755.000000 Penalty: 4999.701172
	Iteration 51Q: 3 clusters Score -3783755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3783756.750000 Penalty: 4999.701172
	Iteration 52Q: 3 clusters Score -3783757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3783760.000000 Penalty: 4999.701172
	Iteration 53Q: 3 clusters Score -3783760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3783763.000000 Penalty: 4999.701172
	Iteration 54Q: 3 clusters Score -3783763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3783765.250000 Penalty: 4999.701172
	Iteration 55Q: 3 clusters Score -3783765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3783767.250000 Penalty: 4999.701172
	Iteration 56Q: 3 clusters Score -3783767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3783766.750000 Penalty: 4999.701172
	Iteration 57Q: 3 clusters Score -3783767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3783767.250000 Penalty: 4999.701172
	Iteration 58Q: 3 clusters Score -3783767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3783768.250000 Penalty: 4999.701172
	Iteration 59Q: 3 clusters Score -3783768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3783768.250000 Penalty: 4999.701172
	Iteration 60F: 3 clusters Score -3783768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Entering Unmasked Estep 
Score: -1467102.000000 Penalty: 2269.372803
	Iteration 0F: 2 clusters Score -1467102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1459835.875000 Penalty: 4538.745605
	Iteration 0F: 3 clusters Score -1459836 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1461842.000000 Penalty: 4538.745605
	Iteration 1F: 3 clusters Score -1461842 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1462089.625000 Penalty: 4538.745605
	Iteration 2F: 3 clusters Score -1462090 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1462269.000000 Penalty: 4538.745605
	Iteration 3Q: 3 clusters Score -1462269 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1462425.500000 Penalty: 4538.745605
	Iteration 4Q: 3 clusters Score -1462426 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1462538.125000 Penalty: 4538.745605
	Iteration 5Q: 3 clusters Score -1462538 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1462623.500000 Penalty: 4538.745605
	Iteration 6Q: 3 clusters Score -1462624 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1462704.625000 Penalty: 4538.745605
	Iteration 7Q: 3 clusters Score -1462705 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1462780.500000 Penalty: 4538.745605
	Iteration 8Q: 3 clusters Score -1462780 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1462857.500000 Penalty: 4538.745605
	Iteration 9Q: 3 clusters Score -1462858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1462917.500000 Penalty: 4538.745605
	Iteration 10Q: 3 clusters Score -1462918 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1462974.375000 Penalty: 4538.745605
	Iteration 11Q: 3 clusters Score -1462974 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1463036.875000 Penalty: 4538.745605
	Iteration 12Q: 3 clusters Score -1463037 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1463096.375000 Penalty: 4538.745605
	Iteration 13Q: 3 clusters Score -1463096 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1463155.250000 Penalty: 4538.745605
	Iteration 14Q: 3 clusters Score -1463155 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1463213.750000 Penalty: 4538.745605
	Iteration 15Q: 3 clusters Score -1463214 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1463265.500000 Penalty: 4538.745605
	Iteration 16Q: 3 clusters Score -1463266 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1463317.125000 Penalty: 4538.745605
	Iteration 17Q: 3 clusters Score -1463317 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1463374.125000 Penalty: 4538.745605
	Iteration 18Q: 3 clusters Score -1463374 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1463442.750000 Penalty: 4538.745605
	Iteration 19Q: 3 clusters Score -1463443 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1463517.750000 Penalty: 4538.745605
	Iteration 20F: 3 clusters Score -1463518 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1463607.250000 Penalty: 4538.745605
	Iteration 21Q: 3 clusters Score -1463607 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1463711.375000 Penalty: 4538.745605
	Iteration 22Q: 3 clusters Score -1463711 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1463834.750000 Penalty: 4538.745605
	Iteration 23Q: 3 clusters Score -1463835 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1463938.000000 Penalty: 4538.745605
	Iteration 24Q: 3 clusters Score -1463938 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1464061.000000 Penalty: 4538.745605
	Iteration 25Q: 3 clusters Score -1464061 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1464186.250000 Penalty: 4538.745605
	Iteration 26Q: 3 clusters Score -1464186 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1464310.375000 Penalty: 4538.745605
	Iteration 27Q: 3 clusters Score -1464310 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1464426.250000 Penalty: 4538.745605
	Iteration 28Q: 3 clusters Score -1464426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1464542.125000 Penalty: 4538.745605
	Iteration 29Q: 3 clusters Score -1464542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1464637.125000 Penalty: 4538.745605
	Iteration 30Q: 3 clusters Score -1464637 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1464714.375000 Penalty: 4538.745605
	Iteration 31Q: 3 clusters Score -1464714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1464774.500000 Penalty: 4538.745605
	Iteration 32Q: 3 clusters Score -1464774 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1464847.750000 Penalty: 4538.745605
	Iteration 33Q: 3 clusters Score -1464848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1464910.750000 Penalty: 4538.745605
	Iteration 34Q: 3 clusters Score -1464911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1464960.750000 Penalty: 4538.745605
	Iteration 35Q: 3 clusters Score -1464961 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1464994.875000 Penalty: 4538.745605
	Iteration 36Q: 3 clusters Score -1464995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1465024.375000 Penalty: 4538.745605
	Iteration 37Q: 3 clusters Score -1465024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1465044.375000 Penalty: 4538.745605
	Iteration 38Q: 3 clusters Score -1465044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1465058.125000 Penalty: 4538.745605
	Iteration 39Q: 3 clusters Score -1465058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1465072.875000 Penalty: 4538.745605
	Iteration 40F: 3 clusters Score -1465073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1465079.500000 Penalty: 4538.745605
	Iteration 41Q: 3 clusters Score -1465080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1465082.375000 Penalty: 4538.745605
	Iteration 42Q: 3 clusters Score -1465082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1465091.375000 Penalty: 4538.745605
	Iteration 43Q: 3 clusters Score -1465091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1465098.000000 Penalty: 4538.745605
	Iteration 44Q: 3 clusters Score -1465098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1465103.750000 Penalty: 4538.745605
	Iteration 45Q: 3 clusters Score -1465104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1465106.875000 Penalty: 4538.745605
	Iteration 46Q: 3 clusters Score -1465107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1465113.500000 Penalty: 4538.745605
	Iteration 47Q: 3 clusters Score -1465114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1465115.875000 Penalty: 4538.745605
	Iteration 48Q: 3 clusters Score -1465116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1465116.000000 Penalty: 4538.745605
	Iteration 49Q: 3 clusters Score -1465116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1465121.125000 Penalty: 4538.745605
	Iteration 50Q: 3 clusters Score -1465121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1465122.000000 Penalty: 4538.745605
	Iteration 51Q: 3 clusters Score -1465122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1465122.750000 Penalty: 4538.745605
	Iteration 52Q: 3 clusters Score -1465123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1465125.625000 Penalty: 4538.745605
	Iteration 53Q: 3 clusters Score -1465126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1465129.250000 Penalty: 4538.745605
	Iteration 54Q: 3 clusters Score -1465129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1465133.250000 Penalty: 4538.745605
	Iteration 55Q: 3 clusters Score -1465133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1465134.875000 Penalty: 4538.745605
	Iteration 56Q: 3 clusters Score -1465135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1465136.625000 Penalty: 4538.745605
	Iteration 57Q: 3 clusters Score -1465137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1465139.625000 Penalty: 4538.745605
	Iteration 58Q: 3 clusters Score -1465140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1465140.250000 Penalty: 4538.745605
	Iteration 59Q: 3 clusters Score -1465140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1465140.125000 Penalty: 4538.745605
	Iteration 60F: 3 clusters Score -1465140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1465143.000000 Penalty: 4538.745605
	Iteration 61Q: 3 clusters Score -1465143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1465147.750000 Penalty: 4538.745605
	Iteration 62Q: 3 clusters Score -1465148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1465148.500000 Penalty: 4538.745605
	Iteration 63Q: 3 clusters Score -1465148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1465148.375000 Penalty: 4538.745605
	Iteration 64Q: 3 clusters Score -1465148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1465148.625000 Penalty: 4538.745605
	Iteration 65Q: 3 clusters Score -1465149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1465148.625000 Penalty: 4538.745605
	Iteration 66F: 3 clusters Score -1465149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128044 members 
Entering Unmasked Estep 
Score: -20128666.000000 Penalty: 2916.511963
	Iteration 0F: 2 clusters Score -2.012867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -20047278.000000 Penalty: 5833.023926
	Iteration 0F: 3 clusters Score -2.004728e+07 nChanged 61052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -20082146.000000 Penalty: 5833.023926
	Iteration 1F: 3 clusters Score -2.008215e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -20082826.000000 Penalty: 5833.023926
	Iteration 2Q: 3 clusters Score -2.008283e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 67196 members 
Entering Unmasked Estep 
Score: -20083488.000000 Penalty: 5833.023926
	Iteration 3Q: 3 clusters Score -2.008349e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -20084300.000000 Penalty: 5833.023926
	Iteration 4Q: 3 clusters Score -2.00843e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 71503 members 
Entering Unmasked Estep 
Score: -20085478.000000 Penalty: 5833.023926
	Iteration 5Q: 3 clusters Score -2.008548e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -20087498.000000 Penalty: 5833.023926
	Iteration 6Q: 3 clusters Score -2.00875e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -20090960.000000 Penalty: 5833.023926
	Iteration 7Q: 3 clusters Score -2.009096e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -20096572.000000 Penalty: 5833.023926
	Iteration 8F: 3 clusters Score -2.009657e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -20104326.000000 Penalty: 5833.023926
	Iteration 9F: 3 clusters Score -2.010433e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 102650 members 
Entering Unmasked Estep 
Score: -20111336.000000 Penalty: 5833.023926
	Iteration 10F: 3 clusters Score -2.011134e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -20116026.000000 Penalty: 5833.023926
	Iteration 11Q: 3 clusters Score -2.011603e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -20118698.000000 Penalty: 5833.023926
	Iteration 12Q: 3 clusters Score -2.01187e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 113025 members 
Entering Unmasked Estep 
Score: -20120188.000000 Penalty: 5833.023926
	Iteration 13Q: 3 clusters Score -2.012019e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 115020 members 
Entering Unmasked Estep 
Score: -20121222.000000 Penalty: 5833.023926
	Iteration 14Q: 3 clusters Score -2.012122e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 116682 members 
Entering Unmasked Estep 
Score: -20121922.000000 Penalty: 5833.023926
	Iteration 15Q: 3 clusters Score -2.012192e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 118111 members 
Entering Unmasked Estep 
Score: -20122580.000000 Penalty: 5833.023926
	Iteration 16Q: 3 clusters Score -2.012258e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -20122956.000000 Penalty: 5833.023926
	Iteration 17Q: 3 clusters Score -2.012296e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 120546 members 
Entering Unmasked Estep 
Score: -20123378.000000 Penalty: 5833.023926
	Iteration 18Q: 3 clusters Score -2.012338e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -20123784.000000 Penalty: 5833.023926
	Iteration 19Q: 3 clusters Score -2.012378e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 122447 members 
Entering Unmasked Estep 
Score: -20124136.000000 Penalty: 5833.023926
	Iteration 20F: 3 clusters Score -2.012414e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 123184 members 
Entering Unmasked Estep 
Score: -20124526.000000 Penalty: 5833.023926
	Iteration 21Q: 3 clusters Score -2.012453e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 123844 members 
Entering Unmasked Estep 
Score: -20124816.000000 Penalty: 5833.023926
	Iteration 22Q: 3 clusters Score -2.012482e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 124392 members 
Entering Unmasked Estep 
Score: -20125028.000000 Penalty: 5833.023926
	Iteration 23Q: 3 clusters Score -2.012503e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -20125278.000000 Penalty: 5833.023926
	Iteration 24Q: 3 clusters Score -2.012528e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 125244 members 
Entering Unmasked Estep 
Score: -20125412.000000 Penalty: 5833.023926
	Iteration 25Q: 3 clusters Score -2.012541e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 125583 members 
Entering Unmasked Estep 
Score: -20125560.000000 Penalty: 5833.023926
	Iteration 26Q: 3 clusters Score -2.012556e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 125855 members 
Entering Unmasked Estep 
Score: -20125700.000000 Penalty: 5833.023926
	Iteration 27Q: 3 clusters Score -2.01257e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 126067 members 
Entering Unmasked Estep 
Score: -20125782.000000 Penalty: 5833.023926
	Iteration 28Q: 3 clusters Score -2.012578e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 126236 members 
Entering Unmasked Estep 
Score: -20125864.000000 Penalty: 5833.023926
	Iteration 29Q: 3 clusters Score -2.012586e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -20125940.000000 Penalty: 5833.023926
	Iteration 30Q: 3 clusters Score -2.012594e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -20125996.000000 Penalty: 5833.023926
	Iteration 31Q: 3 clusters Score -2.0126e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -20126040.000000 Penalty: 5833.023926
	Iteration 32Q: 3 clusters Score -2.012604e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 126648 members 
Entering Unmasked Estep 
Score: -20126060.000000 Penalty: 5833.023926
	Iteration 33Q: 3 clusters Score -2.012606e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -20126070.000000 Penalty: 5833.023926
	Iteration 34Q: 3 clusters Score -2.012607e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 126769 members 
Entering Unmasked Estep 
Score: -20126088.000000 Penalty: 5833.023926
	Iteration 35Q: 3 clusters Score -2.012609e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 126810 members 
Entering Unmasked Estep 
Score: -20126096.000000 Penalty: 5833.023926
	Iteration 36Q: 3 clusters Score -2.01261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 126832 members 
Entering Unmasked Estep 
Score: -20126126.000000 Penalty: 5833.023926
	Iteration 37Q: 3 clusters Score -2.012613e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 126862 members 
Entering Unmasked Estep 
Score: -20126138.000000 Penalty: 5833.023926
	Iteration 38Q: 3 clusters Score -2.012614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 126888 members 
Entering Unmasked Estep 
Score: -20126168.000000 Penalty: 5833.023926
	Iteration 39Q: 3 clusters Score -2.012617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 126899 members 
Entering Unmasked Estep 
Score: -20126172.000000 Penalty: 5833.023926
	Iteration 40F: 3 clusters Score -2.012617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 126922 members 
Entering Unmasked Estep 
Score: -20126204.000000 Penalty: 5833.023926
	Iteration 41Q: 3 clusters Score -2.01262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 126943 members 
Entering Unmasked Estep 
Score: -20126212.000000 Penalty: 5833.023926
	Iteration 42Q: 3 clusters Score -2.012621e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 126969 members 
Entering Unmasked Estep 
Score: -20126208.000000 Penalty: 5833.023926
	Iteration 43Q: 3 clusters Score -2.012621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 126987 members 
Entering Unmasked Estep 
Score: -20126232.000000 Penalty: 5833.023926
	Iteration 44Q: 3 clusters Score -2.012623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 127008 members 
Entering Unmasked Estep 
Score: -20126262.000000 Penalty: 5833.023926
	Iteration 45Q: 3 clusters Score -2.012626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 127022 members 
Entering Unmasked Estep 
Score: -20126258.000000 Penalty: 5833.023926
	Iteration 46Q: 3 clusters Score -2.012626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 127036 members 
Entering Unmasked Estep 
Score: -20126254.000000 Penalty: 5833.023926
	Iteration 47Q: 3 clusters Score -2.012625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 127051 members 
Entering Unmasked Estep 
Score: -20126270.000000 Penalty: 5833.023926
	Iteration 48Q: 3 clusters Score -2.012627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 127062 members 
Entering Unmasked Estep 
Score: -20126254.000000 Penalty: 5833.023926
	Iteration 49Q: 3 clusters Score -2.012625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 127066 members 
Entering Unmasked Estep 
Score: -20126270.000000 Penalty: 5833.023926
	Iteration 50Q: 3 clusters Score -2.012627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -20126274.000000 Penalty: 5833.023926
	Iteration 51Q: 3 clusters Score -2.012627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 127089 members 
Entering Unmasked Estep 
Score: -20126264.000000 Penalty: 5833.023926
	Iteration 52Q: 3 clusters Score -2.012626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -20126286.000000 Penalty: 5833.023926
	Iteration 53Q: 3 clusters Score -2.012629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
Score: -20126278.000000 Penalty: 5833.023926
	Iteration 54Q: 3 clusters Score -2.012628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 127116 members 
Entering Unmasked Estep 
Score: -20126286.000000 Penalty: 5833.023926
	Iteration 55Q: 3 clusters Score -2.012629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 127123 members 
Entering Unmasked Estep 
Score: -20126290.000000 Penalty: 5833.023926
	Iteration 56Q: 3 clusters Score -2.012629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 127127 members 
Entering Unmasked Estep 
Score: -20126292.000000 Penalty: 5833.023926
	Iteration 57Q: 3 clusters Score -2.012629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -20126294.000000 Penalty: 5833.023926
	Iteration 58Q: 3 clusters Score -2.012629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 127146 members 
Entering Unmasked Estep 
Score: -20126306.000000 Penalty: 5833.023926
	Iteration 59Q: 3 clusters Score -2.012631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 127154 members 
Entering Unmasked Estep 
Score: -20126298.000000 Penalty: 5833.023926
	Iteration 60F: 3 clusters Score -2.01263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 127166 members 
Entering Unmasked Estep 
Score: -20126336.000000 Penalty: 5833.023926
	Iteration 61Q: 3 clusters Score -2.012634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 127176 members 
Entering Unmasked Estep 
Score: -20126334.000000 Penalty: 5833.023926
	Iteration 62Q: 3 clusters Score -2.012633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 127187 members 
Entering Unmasked Estep 
Score: -20126354.000000 Penalty: 5833.023926
	Iteration 63Q: 3 clusters Score -2.012635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 127196 members 
Entering Unmasked Estep 
Score: -20126360.000000 Penalty: 5833.023926
	Iteration 64Q: 3 clusters Score -2.012636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -20126358.000000 Penalty: 5833.023926
	Iteration 65Q: 3 clusters Score -2.012636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 127211 members 
Entering Unmasked Estep 
Score: -20126374.000000 Penalty: 5833.023926
	Iteration 66Q: 3 clusters Score -2.012637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 127219 members 
Entering Unmasked Estep 
Score: -20126388.000000 Penalty: 5833.023926
	Iteration 67Q: 3 clusters Score -2.012639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 127221 members 
Entering Unmasked Estep 
Score: -20126382.000000 Penalty: 5833.023926
	Iteration 68Q: 3 clusters Score -2.012638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -20126376.000000 Penalty: 5833.023926
	Iteration 69Q: 3 clusters Score -2.012638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -20126376.000000 Penalty: 5833.023926
	Iteration 70F: 3 clusters Score -2.012638e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -259665.046875 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -259665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -257216.906250 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -257216.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -257617.843750 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -257617.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -257744.531250 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -257744.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -257825.593750 Penalty: 3697.828125
	Iteration 3Q: 3 clusters Score -257825.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -257855.656250 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -257855.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -257875.921875 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -257875.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -257894.203125 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -257894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -257909.343750 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -257909.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -257917.750000 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -257917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -257923.968750 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -257924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -257928.343750 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -257928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -257929.968750 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -257930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -257931.125000 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -257931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -257931.968750 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -257932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257933.531250 Penalty: 3697.828125
	Iteration 14Q: 3 clusters Score -257933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -257933.531250 Penalty: 3697.828125
	Iteration 15F: 3 clusters Score -257933.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -164581.953125 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -164582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162575.500000 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -162575.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -163123.187500 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -163123.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -163512.328125 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -163512.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -163805.281250 Penalty: 3524.062744
	Iteration 3F: 3 clusters Score -163805.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -164247.453125 Penalty: 3524.062744
	Iteration 4F: 3 clusters Score -164247.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -165571.484375 Penalty: 3524.062744
	Iteration 5F: 3 clusters Score -165571.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -166704.484375 Penalty: 3524.062744
	Iteration 6F: 3 clusters Score -166704.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -167014.062500 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -167014.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -167177.734375 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -167177.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -167252.859375 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -167252.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -167300.812500 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -167300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -167366.421875 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -167366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -167424.390625 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -167424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -167428.484375 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -167428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -167428.484375 Penalty: 3524.062744
	Iteration 14F: 3 clusters Score -167428.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100301 members 
Mstep: Class 4 contains 111125 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10315 members 
Mstep: Class 9 contains 23862 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128044 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 28841 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 13541 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1636 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12444 members 
Mstep: Class 36 contains 823 members 
Entering Unmasked Estep 
Score: -86714856.000000 Penalty: 118243.585938
Splitting cluster 13 changes total score from -86713560.000000 to -86714856.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 14 (13120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Entering Unmasked Estep 
Score: -2013806.875000 Penalty: 2351.509521
	Iteration 0F: 2 clusters Score -2013807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2004164.125000 Penalty: 4703.019043
	Iteration 0F: 3 clusters Score -2004164 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2007264.125000 Penalty: 4703.019043
	Iteration 1F: 3 clusters Score -2007264 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2007840.250000 Penalty: 4703.019043
	Iteration 2F: 3 clusters Score -2007840 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2008520.500000 Penalty: 4703.019043
	Iteration 3F: 3 clusters Score -2008520 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2009380.125000 Penalty: 4703.019043
	Iteration 4F: 3 clusters Score -2009380 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2010340.375000 Penalty: 4703.019043
	Iteration 5F: 3 clusters Score -2010340 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2011209.875000 Penalty: 4703.019043
	Iteration 6F: 3 clusters Score -2011210 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2011886.500000 Penalty: 4703.019043
	Iteration 7F: 3 clusters Score -2011886 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2012333.250000 Penalty: 4703.019043
	Iteration 8Q: 3 clusters Score -2012333 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2012571.625000 Penalty: 4703.019043
	Iteration 9Q: 3 clusters Score -2012572 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2012687.500000 Penalty: 4703.019043
	Iteration 10Q: 3 clusters Score -2012688 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2012755.750000 Penalty: 4703.019043
	Iteration 11Q: 3 clusters Score -2012756 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2012803.750000 Penalty: 4703.019043
	Iteration 12Q: 3 clusters Score -2012804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2012826.750000 Penalty: 4703.019043
	Iteration 13Q: 3 clusters Score -2012827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2012850.750000 Penalty: 4703.019043
	Iteration 14Q: 3 clusters Score -2012851 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2012863.375000 Penalty: 4703.019043
	Iteration 15Q: 3 clusters Score -2012863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2012877.500000 Penalty: 4703.019043
	Iteration 16Q: 3 clusters Score -2012878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2012889.125000 Penalty: 4703.019043
	Iteration 17Q: 3 clusters Score -2012889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2012891.375000 Penalty: 4703.019043
	Iteration 18Q: 3 clusters Score -2012891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2012890.250000 Penalty: 4703.019043
	Iteration 19Q: 3 clusters Score -2012890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2012893.125000 Penalty: 4703.019043
	Iteration 20F: 3 clusters Score -2012893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2012897.500000 Penalty: 4703.019043
	Iteration 21Q: 3 clusters Score -2012898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2012908.750000 Penalty: 4703.019043
	Iteration 22Q: 3 clusters Score -2012909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2012905.625000 Penalty: 4703.019043
	Iteration 23Q: 3 clusters Score -2012906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2012906.625000 Penalty: 4703.019043
	Iteration 24Q: 3 clusters Score -2012907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2012910.625000 Penalty: 4703.019043
	Iteration 25Q: 3 clusters Score -2012911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2012914.250000 Penalty: 4703.019043
	Iteration 26Q: 3 clusters Score -2012914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2012913.375000 Penalty: 4703.019043
	Iteration 27Q: 3 clusters Score -2012913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2012917.000000 Penalty: 4703.019043
	Iteration 28Q: 3 clusters Score -2012917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2012912.500000 Penalty: 4703.019043
	Iteration 29Q: 3 clusters Score -2012912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2012911.500000 Penalty: 4703.019043
	Iteration 30Q: 3 clusters Score -2012912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2012911.875000 Penalty: 4703.019043
	Iteration 31Q: 3 clusters Score -2012912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2012912.875000 Penalty: 4703.019043
	Iteration 32Q: 3 clusters Score -2012913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2012916.250000 Penalty: 4703.019043
	Iteration 33Q: 3 clusters Score -2012916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2012918.000000 Penalty: 4703.019043
	Iteration 34Q: 3 clusters Score -2012918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2012917.875000 Penalty: 4703.019043
	Iteration 35Q: 3 clusters Score -2012918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2012916.125000 Penalty: 4703.019043
	Iteration 36Q: 3 clusters Score -2012916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2012918.125000 Penalty: 4703.019043
	Iteration 37Q: 3 clusters Score -2012918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2012915.375000 Penalty: 4703.019043
	Iteration 38Q: 3 clusters Score -2012915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2012913.500000 Penalty: 4703.019043
	Iteration 39Q: 3 clusters Score -2012914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2012915.750000 Penalty: 4703.019043
	Iteration 40F: 3 clusters Score -2012916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2012913.750000 Penalty: 4703.019043
	Iteration 41Q: 3 clusters Score -2012914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2012913.750000 Penalty: 4703.019043
	Iteration 42F: 3 clusters Score -2012914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -57166.460938 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -57166.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55814.398438 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -55814.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55998.878906 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -55998.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56037.449219 Penalty: 3035.667480
	Iteration 2Q: 3 clusters Score -56037.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56050.085938 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -56050.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56057.218750 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -56057.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56071.734375 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -56071.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56088.179688 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -56088.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56127.902344 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -56127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -56150.304688 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -56150.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56187.105469 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -56187.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56222.265625 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -56222.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56273.191406 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -56273.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -56388.851562 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -56388.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56673.484375 Penalty: 3035.667480
	Iteration 13F: 3 clusters Score -56673.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -57022.906250 Penalty: 3035.667480
	Iteration 14F: 3 clusters Score -57022.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -57372.449219 Penalty: 3035.667480
	Iteration 15F: 3 clusters Score -57372.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -57612.261719 Penalty: 3035.667480
	Iteration 16Q: 3 clusters Score -57612.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57807.117188 Penalty: 3035.667480
	Iteration 17Q: 3 clusters Score -57807.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57845.242188 Penalty: 3035.667480
	Iteration 18Q: 3 clusters Score -57845.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57846.523438 Penalty: 3035.667480
	Iteration 19F: 3 clusters Score -57846.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -57856.332031 Penalty: 3035.667480
	Iteration 20F: 3 clusters Score -57856.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100301 members 
Mstep: Class 4 contains 111125 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10315 members 
Mstep: Class 9 contains 23862 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128044 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 28841 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 13541 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1636 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12444 members 
Mstep: Class 36 contains 823 members 
Mstep: Class 37 contains 144 members 
Entering Unmasked Estep 
Score: -86713896.000000 Penalty: 121528.132812
Splitting cluster 15 changes total score from -86713560.000000 to -86713896.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 16 (28841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Entering Unmasked Estep 
Score: -4452025.500000 Penalty: 2546.849121
	Iteration 0F: 2 clusters Score -4452026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -4432185.000000 Penalty: 5093.698242
	Iteration 0F: 3 clusters Score -4432185 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4438987.000000 Penalty: 5093.698242
	Iteration 1F: 3 clusters Score -4438987 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4439371.500000 Penalty: 5093.698242
	Iteration 2Q: 3 clusters Score -4439372 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -4439693.500000 Penalty: 5093.698242
	Iteration 3Q: 3 clusters Score -4439694 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4439987.500000 Penalty: 5093.698242
	Iteration 4Q: 3 clusters Score -4439988 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4440297.500000 Penalty: 5093.698242
	Iteration 5Q: 3 clusters Score -4440298 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -4440678.000000 Penalty: 5093.698242
	Iteration 6Q: 3 clusters Score -4440678 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4441197.000000 Penalty: 5093.698242
	Iteration 7Q: 3 clusters Score -4441197 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -4442039.000000 Penalty: 5093.698242
	Iteration 8F: 3 clusters Score -4442039 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4443220.000000 Penalty: 5093.698242
	Iteration 9F: 3 clusters Score -4443220 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4444895.000000 Penalty: 5093.698242
	Iteration 10F: 3 clusters Score -4444895 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4446814.500000 Penalty: 5093.698242
	Iteration 11F: 3 clusters Score -4446814 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4448282.000000 Penalty: 5093.698242
	Iteration 12F: 3 clusters Score -4448282 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4449131.000000 Penalty: 5093.698242
	Iteration 13Q: 3 clusters Score -4449131 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4449488.500000 Penalty: 5093.698242
	Iteration 14Q: 3 clusters Score -4449488 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4449617.000000 Penalty: 5093.698242
	Iteration 15Q: 3 clusters Score -4449617 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4449682.500000 Penalty: 5093.698242
	Iteration 16Q: 3 clusters Score -4449682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4449724.500000 Penalty: 5093.698242
	Iteration 17Q: 3 clusters Score -4449724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4449747.000000 Penalty: 5093.698242
	Iteration 18Q: 3 clusters Score -4449747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4449762.000000 Penalty: 5093.698242
	Iteration 19Q: 3 clusters Score -4449762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4449775.500000 Penalty: 5093.698242
	Iteration 20F: 3 clusters Score -4449776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4449779.500000 Penalty: 5093.698242
	Iteration 21Q: 3 clusters Score -4449780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4449786.000000 Penalty: 5093.698242
	Iteration 22Q: 3 clusters Score -4449786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4449800.500000 Penalty: 5093.698242
	Iteration 23Q: 3 clusters Score -4449800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4449803.000000 Penalty: 5093.698242
	Iteration 24Q: 3 clusters Score -4449803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4449803.500000 Penalty: 5093.698242
	Iteration 25Q: 3 clusters Score -4449804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4449806.000000 Penalty: 5093.698242
	Iteration 26Q: 3 clusters Score -4449806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4449806.000000 Penalty: 5093.698242
	Iteration 27F: 3 clusters Score -4449806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Entering Unmasked Estep 
Score: -946179.812500 Penalty: 2167.722656
	Iteration 0F: 2 clusters Score -946179.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -940860.750000 Penalty: 4335.445312
	Iteration 0F: 3 clusters Score -940860.8 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -942250.437500 Penalty: 4335.445312
	Iteration 1F: 3 clusters Score -942250.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -942565.500000 Penalty: 4335.445312
	Iteration 2F: 3 clusters Score -942565.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -942826.250000 Penalty: 4335.445312
	Iteration 3F: 3 clusters Score -942826.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -943087.000000 Penalty: 4335.445312
	Iteration 4F: 3 clusters Score -943087 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -943385.062500 Penalty: 4335.445312
	Iteration 5F: 3 clusters Score -943385.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -943657.250000 Penalty: 4335.445312
	Iteration 6F: 3 clusters Score -943657.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -943896.375000 Penalty: 4335.445312
	Iteration 7F: 3 clusters Score -943896.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -944103.562500 Penalty: 4335.445312
	Iteration 8Q: 3 clusters Score -944103.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -944267.875000 Penalty: 4335.445312
	Iteration 9Q: 3 clusters Score -944267.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -944373.625000 Penalty: 4335.445312
	Iteration 10Q: 3 clusters Score -944373.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -944453.750000 Penalty: 4335.445312
	Iteration 11Q: 3 clusters Score -944453.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -944517.750000 Penalty: 4335.445312
	Iteration 12Q: 3 clusters Score -944517.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -944571.500000 Penalty: 4335.445312
	Iteration 13Q: 3 clusters Score -944571.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -944614.687500 Penalty: 4335.445312
	Iteration 14Q: 3 clusters Score -944614.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -944649.125000 Penalty: 4335.445312
	Iteration 15Q: 3 clusters Score -944649.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -944669.312500 Penalty: 4335.445312
	Iteration 16Q: 3 clusters Score -944669.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -944696.500000 Penalty: 4335.445312
	Iteration 17Q: 3 clusters Score -944696.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -944717.437500 Penalty: 4335.445312
	Iteration 18Q: 3 clusters Score -944717.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -944731.000000 Penalty: 4335.445312
	Iteration 19Q: 3 clusters Score -944731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -944745.812500 Penalty: 4335.445312
	Iteration 20F: 3 clusters Score -944745.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -944757.812500 Penalty: 4335.445312
	Iteration 21Q: 3 clusters Score -944757.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -944767.625000 Penalty: 4335.445312
	Iteration 22Q: 3 clusters Score -944767.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -944776.812500 Penalty: 4335.445312
	Iteration 23Q: 3 clusters Score -944776.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -944787.187500 Penalty: 4335.445312
	Iteration 24Q: 3 clusters Score -944787.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -944792.437500 Penalty: 4335.445312
	Iteration 25Q: 3 clusters Score -944792.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -944799.000000 Penalty: 4335.445312
	Iteration 26Q: 3 clusters Score -944799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -944807.125000 Penalty: 4335.445312
	Iteration 27Q: 3 clusters Score -944807.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -944814.000000 Penalty: 4335.445312
	Iteration 28Q: 3 clusters Score -944814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -944815.687500 Penalty: 4335.445312
	Iteration 29Q: 3 clusters Score -944815.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -944816.312500 Penalty: 4335.445312
	Iteration 30Q: 3 clusters Score -944816.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -944816.500000 Penalty: 4335.445312
	Iteration 31Q: 3 clusters Score -944816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -944817.375000 Penalty: 4335.445312
	Iteration 32Q: 3 clusters Score -944817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -944817.375000 Penalty: 4335.445312
	Iteration 33F: 3 clusters Score -944817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -415211.593750 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -415211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -412092.187500 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -412092.2 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -412923.062500 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -412923.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -413250.281250 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -413250.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -413601.906250 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -413601.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -414024.562500 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -414024.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -414421.281250 Penalty: 3938.706299
	Iteration 5F: 3 clusters Score -414421.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -414635.250000 Penalty: 3938.706299
	Iteration 6F: 3 clusters Score -414635.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -414718.468750 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -414718.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -414767.812500 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -414767.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -414806.937500 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -414806.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -414826.968750 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -414827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -414835.718750 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -414835.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -414841.625000 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -414841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -414844.468750 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -414844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -414848.437500 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -414848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -414850.781250 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -414850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -414851.875000 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -414851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -414853.343750 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -414853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -414856.312500 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -414856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -414857.593750 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -414857.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -414860.437500 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -414860.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -414864.281250 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -414864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -414865.625000 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -414865.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -414866.500000 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -414866.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -414866.500000 Penalty: 3938.706299
	Iteration 24F: 3 clusters Score -414866.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -280481.343750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -280481.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -278014.375000 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -278014.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -278376.937500 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -278376.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -278478.156250 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -278478.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -278523.218750 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -278523.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -278561.750000 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -278561.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -278598.968750 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -278599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -278617.750000 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -278617.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -278635.125000 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -278635.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -278644.375000 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -278644.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -278653.062500 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -278653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -278658.656250 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -278658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -278661.593750 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -278661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -278662.500000 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -278662.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -278663.625000 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -278663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -278664.375000 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -278664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -278665.281250 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -278665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -278666.875000 Penalty: 3710.572266
	Iteration 16Q: 3 clusters Score -278666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -278668.656250 Penalty: 3710.572266
	Iteration 17Q: 3 clusters Score -278668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -278670.031250 Penalty: 3710.572266
	Iteration 18Q: 3 clusters Score -278670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -278672.343750 Penalty: 3710.572266
	Iteration 19Q: 3 clusters Score -278672.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -278675.312500 Penalty: 3710.572266
	Iteration 20F: 3 clusters Score -278675.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -278679.781250 Penalty: 3710.572266
	Iteration 21Q: 3 clusters Score -278679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -278682.937500 Penalty: 3710.572266
	Iteration 22Q: 3 clusters Score -278682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -278684.000000 Penalty: 3710.572266
	Iteration 23Q: 3 clusters Score -278684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -278685.593750 Penalty: 3710.572266
	Iteration 24Q: 3 clusters Score -278685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -278685.593750 Penalty: 3710.572266
	Iteration 25F: 3 clusters Score -278685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Entering Unmasked Estep 
Score: -3048624.250000 Penalty: 2450.040527
	Iteration 0F: 2 clusters Score -3048624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3034849.500000 Penalty: 4900.081055
	Iteration 0F: 3 clusters Score -3034850 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3039439.750000 Penalty: 4900.081055
	Iteration 1F: 3 clusters Score -3039440 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3039834.750000 Penalty: 4900.081055
	Iteration 2F: 3 clusters Score -3039835 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3040160.000000 Penalty: 4900.081055
	Iteration 3Q: 3 clusters Score -3040160 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -3040466.000000 Penalty: 4900.081055
	Iteration 4Q: 3 clusters Score -3040466 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3040789.250000 Penalty: 4900.081055
	Iteration 5Q: 3 clusters Score -3040789 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3041182.250000 Penalty: 4900.081055
	Iteration 6Q: 3 clusters Score -3041182 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3041551.500000 Penalty: 4900.081055
	Iteration 7Q: 3 clusters Score -3041552 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3042034.000000 Penalty: 4900.081055
	Iteration 8Q: 3 clusters Score -3042034 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3042647.000000 Penalty: 4900.081055
	Iteration 9F: 3 clusters Score -3042647 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3043375.750000 Penalty: 4900.081055
	Iteration 10F: 3 clusters Score -3043376 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3044108.000000 Penalty: 4900.081055
	Iteration 11F: 3 clusters Score -3044108 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3044761.000000 Penalty: 4900.081055
	Iteration 12Q: 3 clusters Score -3044761 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -3045323.500000 Penalty: 4900.081055
	Iteration 13Q: 3 clusters Score -3045324 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3045737.750000 Penalty: 4900.081055
	Iteration 14Q: 3 clusters Score -3045738 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -3046003.000000 Penalty: 4900.081055
	Iteration 15Q: 3 clusters Score -3046003 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3046184.500000 Penalty: 4900.081055
	Iteration 16Q: 3 clusters Score -3046184 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3046305.500000 Penalty: 4900.081055
	Iteration 17Q: 3 clusters Score -3046306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3046407.500000 Penalty: 4900.081055
	Iteration 18Q: 3 clusters Score -3046408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3046504.750000 Penalty: 4900.081055
	Iteration 19Q: 3 clusters Score -3046505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3046581.500000 Penalty: 4900.081055
	Iteration 20F: 3 clusters Score -3046582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3046637.250000 Penalty: 4900.081055
	Iteration 21Q: 3 clusters Score -3046637 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3046683.000000 Penalty: 4900.081055
	Iteration 22Q: 3 clusters Score -3046683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3046720.750000 Penalty: 4900.081055
	Iteration 23Q: 3 clusters Score -3046721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -3046739.250000 Penalty: 4900.081055
	Iteration 24Q: 3 clusters Score -3046739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -3046750.250000 Penalty: 4900.081055
	Iteration 25Q: 3 clusters Score -3046750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3046757.250000 Penalty: 4900.081055
	Iteration 26Q: 3 clusters Score -3046757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3046758.250000 Penalty: 4900.081055
	Iteration 27Q: 3 clusters Score -3046758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3046760.500000 Penalty: 4900.081055
	Iteration 28Q: 3 clusters Score -3046760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -3046764.250000 Penalty: 4900.081055
	Iteration 29Q: 3 clusters Score -3046764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3046766.000000 Penalty: 4900.081055
	Iteration 30Q: 3 clusters Score -3046766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3046766.750000 Penalty: 4900.081055
	Iteration 31Q: 3 clusters Score -3046767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3046774.750000 Penalty: 4900.081055
	Iteration 32Q: 3 clusters Score -3046775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3046779.250000 Penalty: 4900.081055
	Iteration 33Q: 3 clusters Score -3046779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3046784.250000 Penalty: 4900.081055
	Iteration 34Q: 3 clusters Score -3046784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3046788.250000 Penalty: 4900.081055
	Iteration 35Q: 3 clusters Score -3046788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3046789.000000 Penalty: 4900.081055
	Iteration 36Q: 3 clusters Score -3046789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3046790.250000 Penalty: 4900.081055
	Iteration 37Q: 3 clusters Score -3046790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3046788.250000 Penalty: 4900.081055
	Iteration 38Q: 3 clusters Score -3046788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3046790.250000 Penalty: 4900.081055
	Iteration 39Q: 3 clusters Score -3046790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3046790.250000 Penalty: 4900.081055
	Iteration 40F: 3 clusters Score -3046790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Entering Unmasked Estep 
Score: -5343536.000000 Penalty: 2591.159180
	Iteration 0F: 2 clusters Score -5343536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -5319894.000000 Penalty: 5182.318359
	Iteration 0F: 3 clusters Score -5319894 nChanged 15705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5328397.000000 Penalty: 5182.318359
	Iteration 1F: 3 clusters Score -5328397 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -5328958.000000 Penalty: 5182.318359
	Iteration 2Q: 3 clusters Score -5328958 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -5329521.500000 Penalty: 5182.318359
	Iteration 3Q: 3 clusters Score -5329522 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -5330151.000000 Penalty: 5182.318359
	Iteration 4Q: 3 clusters Score -5330151 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -5330771.000000 Penalty: 5182.318359
	Iteration 5Q: 3 clusters Score -5330771 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5331440.500000 Penalty: 5182.318359
	Iteration 6Q: 3 clusters Score -5331440 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5332131.500000 Penalty: 5182.318359
	Iteration 7Q: 3 clusters Score -5332132 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5332890.500000 Penalty: 5182.318359
	Iteration 8Q: 3 clusters Score -5332890 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5333698.000000 Penalty: 5182.318359
	Iteration 9Q: 3 clusters Score -5333698 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -5334420.000000 Penalty: 5182.318359
	Iteration 10Q: 3 clusters Score -5334420 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -5335111.500000 Penalty: 5182.318359
	Iteration 11Q: 3 clusters Score -5335112 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -5335702.500000 Penalty: 5182.318359
	Iteration 12Q: 3 clusters Score -5335702 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5336259.500000 Penalty: 5182.318359
	Iteration 13Q: 3 clusters Score -5336260 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5336707.000000 Penalty: 5182.318359
	Iteration 14Q: 3 clusters Score -5336707 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5337207.500000 Penalty: 5182.318359
	Iteration 15Q: 3 clusters Score -5337208 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -5337737.000000 Penalty: 5182.318359
	Iteration 16Q: 3 clusters Score -5337737 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5338261.000000 Penalty: 5182.318359
	Iteration 17Q: 3 clusters Score -5338261 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -5338792.500000 Penalty: 5182.318359
	Iteration 18Q: 3 clusters Score -5338792 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5339262.500000 Penalty: 5182.318359
	Iteration 19Q: 3 clusters Score -5339262 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -5339713.500000 Penalty: 5182.318359
	Iteration 20F: 3 clusters Score -5339714 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -5340045.000000 Penalty: 5182.318359
	Iteration 21Q: 3 clusters Score -5340045 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5340351.000000 Penalty: 5182.318359
	Iteration 22Q: 3 clusters Score -5340351 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5340609.000000 Penalty: 5182.318359
	Iteration 23Q: 3 clusters Score -5340609 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -5340803.000000 Penalty: 5182.318359
	Iteration 24Q: 3 clusters Score -5340803 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -5340914.500000 Penalty: 5182.318359
	Iteration 25Q: 3 clusters Score -5340914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -5341015.500000 Penalty: 5182.318359
	Iteration 26Q: 3 clusters Score -5341016 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -5341092.500000 Penalty: 5182.318359
	Iteration 27Q: 3 clusters Score -5341092 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -5341156.000000 Penalty: 5182.318359
	Iteration 28Q: 3 clusters Score -5341156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -5341210.000000 Penalty: 5182.318359
	Iteration 29Q: 3 clusters Score -5341210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -5341247.500000 Penalty: 5182.318359
	Iteration 30Q: 3 clusters Score -5341248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -5341264.500000 Penalty: 5182.318359
	Iteration 31Q: 3 clusters Score -5341264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5341284.000000 Penalty: 5182.318359
	Iteration 32Q: 3 clusters Score -5341284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5341297.000000 Penalty: 5182.318359
	Iteration 33Q: 3 clusters Score -5341297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -5341305.000000 Penalty: 5182.318359
	Iteration 34Q: 3 clusters Score -5341305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -5341316.000000 Penalty: 5182.318359
	Iteration 35Q: 3 clusters Score -5341316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -5341324.000000 Penalty: 5182.318359
	Iteration 36Q: 3 clusters Score -5341324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -5341334.000000 Penalty: 5182.318359
	Iteration 37Q: 3 clusters Score -5341334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -5341332.000000 Penalty: 5182.318359
	Iteration 38Q: 3 clusters Score -5341332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5341333.000000 Penalty: 5182.318359
	Iteration 39Q: 3 clusters Score -5341333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -5341339.000000 Penalty: 5182.318359
	Iteration 40F: 3 clusters Score -5341339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5341338.000000 Penalty: 5182.318359
	Iteration 41Q: 3 clusters Score -5341338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -5341337.500000 Penalty: 5182.318359
	Iteration 42Q: 3 clusters Score -5341338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5341341.000000 Penalty: 5182.318359
	Iteration 43Q: 3 clusters Score -5341341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -5341347.500000 Penalty: 5182.318359
	Iteration 44Q: 3 clusters Score -5341348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5341348.000000 Penalty: 5182.318359
	Iteration 45Q: 3 clusters Score -5341348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -5341353.500000 Penalty: 5182.318359
	Iteration 46Q: 3 clusters Score -5341354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -5341357.000000 Penalty: 5182.318359
	Iteration 47Q: 3 clusters Score -5341357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -5341363.500000 Penalty: 5182.318359
	Iteration 48Q: 3 clusters Score -5341364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -5341368.000000 Penalty: 5182.318359
	Iteration 49Q: 3 clusters Score -5341368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -5341369.500000 Penalty: 5182.318359
	Iteration 50Q: 3 clusters Score -5341370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -5341377.500000 Penalty: 5182.318359
	Iteration 51Q: 3 clusters Score -5341378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -5341377.500000 Penalty: 5182.318359
	Iteration 52Q: 3 clusters Score -5341378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -5341381.500000 Penalty: 5182.318359
	Iteration 53Q: 3 clusters Score -5341382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -5341382.000000 Penalty: 5182.318359
	Iteration 54Q: 3 clusters Score -5341382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -5341394.000000 Penalty: 5182.318359
	Iteration 55Q: 3 clusters Score -5341394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -5341391.000000 Penalty: 5182.318359
	Iteration 56Q: 3 clusters Score -5341391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -5341399.000000 Penalty: 5182.318359
	Iteration 57Q: 3 clusters Score -5341399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -5341399.500000 Penalty: 5182.318359
	Iteration 58Q: 3 clusters Score -5341400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -5341398.500000 Penalty: 5182.318359
	Iteration 59Q: 3 clusters Score -5341398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -5341408.000000 Penalty: 5182.318359
	Iteration 60F: 3 clusters Score -5341408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -5341408.500000 Penalty: 5182.318359
	Iteration 61Q: 3 clusters Score -5341408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -5341407.500000 Penalty: 5182.318359
	Iteration 62Q: 3 clusters Score -5341408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -5341415.000000 Penalty: 5182.318359
	Iteration 63Q: 3 clusters Score -5341415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -5341422.000000 Penalty: 5182.318359
	Iteration 64Q: 3 clusters Score -5341422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -5341424.000000 Penalty: 5182.318359
	Iteration 65Q: 3 clusters Score -5341424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -5341426.000000 Penalty: 5182.318359
	Iteration 66Q: 3 clusters Score -5341426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -5341429.000000 Penalty: 5182.318359
	Iteration 67Q: 3 clusters Score -5341429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -5341440.500000 Penalty: 5182.318359
	Iteration 68Q: 3 clusters Score -5341440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5341442.000000 Penalty: 5182.318359
	Iteration 69Q: 3 clusters Score -5341442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -5341442.500000 Penalty: 5182.318359
	Iteration 70Q: 3 clusters Score -5341442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -5341442.500000 Penalty: 5182.318359
	Iteration 71Q: 3 clusters Score -5341442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -5341447.500000 Penalty: 5182.318359
	Iteration 72Q: 3 clusters Score -5341448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -5341450.000000 Penalty: 5182.318359
	Iteration 73Q: 3 clusters Score -5341450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -5341450.000000 Penalty: 5182.318359
	Iteration 74F: 3 clusters Score -5341450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Entering Unmasked Estep 
Score: -1085455.750000 Penalty: 2191.168213
	Iteration 0F: 2 clusters Score -1085456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1079765.625000 Penalty: 4382.336426
	Iteration 0F: 3 clusters Score -1079766 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1081247.125000 Penalty: 4382.336426
	Iteration 1F: 3 clusters Score -1081247 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1081564.125000 Penalty: 4382.336426
	Iteration 2F: 3 clusters Score -1081564 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1081810.500000 Penalty: 4382.336426
	Iteration 3F: 3 clusters Score -1081810 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1082030.375000 Penalty: 4382.336426
	Iteration 4F: 3 clusters Score -1082030 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1082256.500000 Penalty: 4382.336426
	Iteration 5Q: 3 clusters Score -1082256 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1082494.250000 Penalty: 4382.336426
	Iteration 6Q: 3 clusters Score -1082494 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1082713.750000 Penalty: 4382.336426
	Iteration 7Q: 3 clusters Score -1082714 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1082947.750000 Penalty: 4382.336426
	Iteration 8Q: 3 clusters Score -1082948 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1083173.500000 Penalty: 4382.336426
	Iteration 9Q: 3 clusters Score -1083174 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1083370.750000 Penalty: 4382.336426
	Iteration 10Q: 3 clusters Score -1083371 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1083513.375000 Penalty: 4382.336426
	Iteration 11Q: 3 clusters Score -1083513 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1083613.000000 Penalty: 4382.336426
	Iteration 12Q: 3 clusters Score -1083613 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1083685.000000 Penalty: 4382.336426
	Iteration 13Q: 3 clusters Score -1083685 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1083726.000000 Penalty: 4382.336426
	Iteration 14Q: 3 clusters Score -1083726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1083753.000000 Penalty: 4382.336426
	Iteration 15Q: 3 clusters Score -1083753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1083781.250000 Penalty: 4382.336426
	Iteration 16Q: 3 clusters Score -1083781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1083796.625000 Penalty: 4382.336426
	Iteration 17Q: 3 clusters Score -1083797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1083817.875000 Penalty: 4382.336426
	Iteration 18Q: 3 clusters Score -1083818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1083837.250000 Penalty: 4382.336426
	Iteration 19Q: 3 clusters Score -1083837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1083849.125000 Penalty: 4382.336426
	Iteration 20F: 3 clusters Score -1083849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1083857.250000 Penalty: 4382.336426
	Iteration 21Q: 3 clusters Score -1083857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1083867.125000 Penalty: 4382.336426
	Iteration 22Q: 3 clusters Score -1083867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1083871.750000 Penalty: 4382.336426
	Iteration 23Q: 3 clusters Score -1083872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1083876.875000 Penalty: 4382.336426
	Iteration 24Q: 3 clusters Score -1083877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1083883.000000 Penalty: 4382.336426
	Iteration 25Q: 3 clusters Score -1083883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1083888.125000 Penalty: 4382.336426
	Iteration 26Q: 3 clusters Score -1083888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1083891.375000 Penalty: 4382.336426
	Iteration 27Q: 3 clusters Score -1083891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1083892.000000 Penalty: 4382.336426
	Iteration 28Q: 3 clusters Score -1083892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1083893.375000 Penalty: 4382.336426
	Iteration 29Q: 3 clusters Score -1083893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1083893.250000 Penalty: 4382.336426
	Iteration 30Q: 3 clusters Score -1083893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1083894.375000 Penalty: 4382.336426
	Iteration 31Q: 3 clusters Score -1083894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1083896.500000 Penalty: 4382.336426
	Iteration 32Q: 3 clusters Score -1083896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1083896.500000 Penalty: 4382.336426
	Iteration 33F: 3 clusters Score -1083896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Entering Unmasked Estep 
Score: -2130454.250000 Penalty: 2359.342285
	Iteration 0F: 2 clusters Score -2130454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2120550.500000 Penalty: 4718.684570
	Iteration 0F: 3 clusters Score -2120550 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2123475.750000 Penalty: 4718.684570
	Iteration 1F: 3 clusters Score -2123476 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2123812.000000 Penalty: 4718.684570
	Iteration 2F: 3 clusters Score -2123812 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2124090.500000 Penalty: 4718.684570
	Iteration 3Q: 3 clusters Score -2124090 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2124371.500000 Penalty: 4718.684570
	Iteration 4Q: 3 clusters Score -2124372 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2124712.000000 Penalty: 4718.684570
	Iteration 5Q: 3 clusters Score -2124712 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2125119.000000 Penalty: 4718.684570
	Iteration 6F: 3 clusters Score -2125119 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2125621.000000 Penalty: 4718.684570
	Iteration 7F: 3 clusters Score -2125621 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2126240.500000 Penalty: 4718.684570
	Iteration 8F: 3 clusters Score -2126240 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2126894.750000 Penalty: 4718.684570
	Iteration 9F: 3 clusters Score -2126895 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2127457.000000 Penalty: 4718.684570
	Iteration 10Q: 3 clusters Score -2127457 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2127848.000000 Penalty: 4718.684570
	Iteration 11Q: 3 clusters Score -2127848 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2128060.000000 Penalty: 4718.684570
	Iteration 12Q: 3 clusters Score -2128060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2128191.750000 Penalty: 4718.684570
	Iteration 13Q: 3 clusters Score -2128192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2128275.000000 Penalty: 4718.684570
	Iteration 14Q: 3 clusters Score -2128275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2128313.000000 Penalty: 4718.684570
	Iteration 15Q: 3 clusters Score -2128313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2128330.500000 Penalty: 4718.684570
	Iteration 16Q: 3 clusters Score -2128330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2128351.250000 Penalty: 4718.684570
	Iteration 17Q: 3 clusters Score -2128351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2128361.750000 Penalty: 4718.684570
	Iteration 18Q: 3 clusters Score -2128362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2128382.500000 Penalty: 4718.684570
	Iteration 19Q: 3 clusters Score -2128382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2128387.000000 Penalty: 4718.684570
	Iteration 20F: 3 clusters Score -2128387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Entering Unmasked Estep 
Score: -572430.687500 Penalty: 2051.787354
	Iteration 0F: 2 clusters Score -572430.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -568625.312500 Penalty: 4103.574707
	Iteration 0F: 3 clusters Score -568625.3 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -569533.750000 Penalty: 4103.574707
	Iteration 1F: 3 clusters Score -569533.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -569741.312500 Penalty: 4103.574707
	Iteration 2F: 3 clusters Score -569741.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -569884.000000 Penalty: 4103.574707
	Iteration 3F: 3 clusters Score -569884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -569991.937500 Penalty: 4103.574707
	Iteration 4Q: 3 clusters Score -569991.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -570070.062500 Penalty: 4103.574707
	Iteration 5Q: 3 clusters Score -570070.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -570151.500000 Penalty: 4103.574707
	Iteration 6Q: 3 clusters Score -570151.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -570207.187500 Penalty: 4103.574707
	Iteration 7Q: 3 clusters Score -570207.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -570247.937500 Penalty: 4103.574707
	Iteration 8Q: 3 clusters Score -570247.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -570285.500000 Penalty: 4103.574707
	Iteration 9Q: 3 clusters Score -570285.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -570326.937500 Penalty: 4103.574707
	Iteration 10Q: 3 clusters Score -570326.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -570371.062500 Penalty: 4103.574707
	Iteration 11Q: 3 clusters Score -570371.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -570430.500000 Penalty: 4103.574707
	Iteration 12Q: 3 clusters Score -570430.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -570483.687500 Penalty: 4103.574707
	Iteration 13Q: 3 clusters Score -570483.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -570536.875000 Penalty: 4103.574707
	Iteration 14Q: 3 clusters Score -570536.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -570606.750000 Penalty: 4103.574707
	Iteration 15Q: 3 clusters Score -570606.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -570693.562500 Penalty: 4103.574707
	Iteration 16Q: 3 clusters Score -570693.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -570811.125000 Penalty: 4103.574707
	Iteration 17Q: 3 clusters Score -570811.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -570958.375000 Penalty: 4103.574707
	Iteration 18Q: 3 clusters Score -570958.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -571124.937500 Penalty: 4103.574707
	Iteration 19Q: 3 clusters Score -571124.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -571280.125000 Penalty: 4103.574707
	Iteration 20F: 3 clusters Score -571280.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -571405.750000 Penalty: 4103.574707
	Iteration 21Q: 3 clusters Score -571405.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -571517.750000 Penalty: 4103.574707
	Iteration 22Q: 3 clusters Score -571517.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -571601.500000 Penalty: 4103.574707
	Iteration 23Q: 3 clusters Score -571601.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -571665.312500 Penalty: 4103.574707
	Iteration 24Q: 3 clusters Score -571665.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -571717.562500 Penalty: 4103.574707
	Iteration 25Q: 3 clusters Score -571717.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -571752.187500 Penalty: 4103.574707
	Iteration 26Q: 3 clusters Score -571752.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -571779.312500 Penalty: 4103.574707
	Iteration 27Q: 3 clusters Score -571779.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -571798.250000 Penalty: 4103.574707
	Iteration 28Q: 3 clusters Score -571798.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -571811.812500 Penalty: 4103.574707
	Iteration 29Q: 3 clusters Score -571811.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -571824.937500 Penalty: 4103.574707
	Iteration 30Q: 3 clusters Score -571824.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -571832.625000 Penalty: 4103.574707
	Iteration 31Q: 3 clusters Score -571832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -571836.687500 Penalty: 4103.574707
	Iteration 32Q: 3 clusters Score -571836.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -571839.062500 Penalty: 4103.574707
	Iteration 33Q: 3 clusters Score -571839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -571841.812500 Penalty: 4103.574707
	Iteration 34Q: 3 clusters Score -571841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -571845.062500 Penalty: 4103.574707
	Iteration 35Q: 3 clusters Score -571845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -571848.000000 Penalty: 4103.574707
	Iteration 36Q: 3 clusters Score -571848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -571851.625000 Penalty: 4103.574707
	Iteration 37Q: 3 clusters Score -571851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -571853.750000 Penalty: 4103.574707
	Iteration 38Q: 3 clusters Score -571853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -571856.375000 Penalty: 4103.574707
	Iteration 39Q: 3 clusters Score -571856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -571865.250000 Penalty: 4103.574707
	Iteration 40F: 3 clusters Score -571865.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -571881.562500 Penalty: 4103.574707
	Iteration 41Q: 3 clusters Score -571881.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -571900.562500 Penalty: 4103.574707
	Iteration 42Q: 3 clusters Score -571900.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -571911.437500 Penalty: 4103.574707
	Iteration 43Q: 3 clusters Score -571911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -571917.250000 Penalty: 4103.574707
	Iteration 44Q: 3 clusters Score -571917.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -571918.312500 Penalty: 4103.574707
	Iteration 45Q: 3 clusters Score -571918.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -571923.750000 Penalty: 4103.574707
	Iteration 46Q: 3 clusters Score -571923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -571926.250000 Penalty: 4103.574707
	Iteration 47Q: 3 clusters Score -571926.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -571929.625000 Penalty: 4103.574707
	Iteration 48Q: 3 clusters Score -571929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -571932.000000 Penalty: 4103.574707
	Iteration 49Q: 3 clusters Score -571932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -571934.437500 Penalty: 4103.574707
	Iteration 50Q: 3 clusters Score -571934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -571935.625000 Penalty: 4103.574707
	Iteration 51Q: 3 clusters Score -571935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -571936.312500 Penalty: 4103.574707
	Iteration 52Q: 3 clusters Score -571936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -571936.312500 Penalty: 4103.574707
	Iteration 53F: 3 clusters Score -571936.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -24805.519531 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -24805.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23980.867188 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -23980.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24455.128906 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -24455.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24566.166016 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -24566.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24587.824219 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -24587.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24614.357422 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -24614.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24669.345703 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -24669.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24721.939453 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -24721.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24742.843750 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -24742.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24745.126953 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -24745.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24752.757812 Penalty: 2734.660645
	Iteration 9F: 3 clusters Score -24752.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24803.373047 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -24803.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24864.138672 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -24864.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24905.603516 Penalty: 2734.660645
	Iteration 12Q: 3 clusters Score -24905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24905.603516 Penalty: 2734.660645
	Iteration 13F: 3 clusters Score -24905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100301 members 
Mstep: Class 4 contains 111125 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10315 members 
Mstep: Class 9 contains 23862 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128044 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 28841 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 13541 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1636 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12444 members 
Mstep: Class 36 contains 823 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 107 members 
Entering Unmasked Estep 
Score: -86712120.000000 Penalty: 124812.671875
Splitting cluster 25 changes total score from -86713560.000000 to -86712120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -26525.681641 Penalty: 1409.527832
	Iteration 0F: 2 clusters Score -26525.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25547.308594 Penalty: 2819.055664
	Iteration 0F: 3 clusters Score -25547.31 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25830.699219 Penalty: 2819.055664
	Iteration 1F: 3 clusters Score -25830.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25886.820312 Penalty: 2819.055664
	Iteration 2F: 3 clusters Score -25886.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25936.990234 Penalty: 2819.055664
	Iteration 3Q: 3 clusters Score -25936.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25978.527344 Penalty: 2819.055664
	Iteration 4Q: 3 clusters Score -25978.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26033.582031 Penalty: 2819.055664
	Iteration 5Q: 3 clusters Score -26033.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26074.361328 Penalty: 2819.055664
	Iteration 6Q: 3 clusters Score -26074.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26100.968750 Penalty: 2819.055664
	Iteration 7Q: 3 clusters Score -26100.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26139.779297 Penalty: 2819.055664
	Iteration 8Q: 3 clusters Score -26139.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26158.796875 Penalty: 2819.055664
	Iteration 9Q: 3 clusters Score -26158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26168.349609 Penalty: 2819.055664
	Iteration 10Q: 3 clusters Score -26168.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26177.298828 Penalty: 2819.055664
	Iteration 11Q: 3 clusters Score -26177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -26177.298828 Penalty: 2819.055664
	Iteration 12F: 3 clusters Score -26177.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Entering Unmasked Estep 
Score: -890749.750000 Penalty: 2156.775879
	Iteration 0F: 2 clusters Score -890749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -885682.062500 Penalty: 4313.551758
	Iteration 0F: 3 clusters Score -885682.1 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -887071.125000 Penalty: 4313.551758
	Iteration 1F: 3 clusters Score -887071.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -887357.125000 Penalty: 4313.551758
	Iteration 2F: 3 clusters Score -887357.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -887533.375000 Penalty: 4313.551758
	Iteration 3F: 3 clusters Score -887533.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -887671.750000 Penalty: 4313.551758
	Iteration 4Q: 3 clusters Score -887671.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -887793.125000 Penalty: 4313.551758
	Iteration 5Q: 3 clusters Score -887793.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -887888.437500 Penalty: 4313.551758
	Iteration 6Q: 3 clusters Score -887888.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -887971.312500 Penalty: 4313.551758
	Iteration 7Q: 3 clusters Score -887971.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -888036.625000 Penalty: 4313.551758
	Iteration 8Q: 3 clusters Score -888036.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -888102.437500 Penalty: 4313.551758
	Iteration 9Q: 3 clusters Score -888102.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -888156.187500 Penalty: 4313.551758
	Iteration 10Q: 3 clusters Score -888156.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -888197.125000 Penalty: 4313.551758
	Iteration 11Q: 3 clusters Score -888197.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -888233.437500 Penalty: 4313.551758
	Iteration 12Q: 3 clusters Score -888233.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -888270.000000 Penalty: 4313.551758
	Iteration 13Q: 3 clusters Score -888270 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -888296.812500 Penalty: 4313.551758
	Iteration 14Q: 3 clusters Score -888296.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -888323.500000 Penalty: 4313.551758
	Iteration 15Q: 3 clusters Score -888323.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -888344.125000 Penalty: 4313.551758
	Iteration 16Q: 3 clusters Score -888344.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -888363.062500 Penalty: 4313.551758
	Iteration 17Q: 3 clusters Score -888363.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -888378.000000 Penalty: 4313.551758
	Iteration 18Q: 3 clusters Score -888378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -888390.437500 Penalty: 4313.551758
	Iteration 19Q: 3 clusters Score -888390.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -888401.750000 Penalty: 4313.551758
	Iteration 20F: 3 clusters Score -888401.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -888415.062500 Penalty: 4313.551758
	Iteration 21Q: 3 clusters Score -888415.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -888428.875000 Penalty: 4313.551758
	Iteration 22Q: 3 clusters Score -888428.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -888442.687500 Penalty: 4313.551758
	Iteration 23Q: 3 clusters Score -888442.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -888459.437500 Penalty: 4313.551758
	Iteration 24Q: 3 clusters Score -888459.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -888470.312500 Penalty: 4313.551758
	Iteration 25Q: 3 clusters Score -888470.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -888480.812500 Penalty: 4313.551758
	Iteration 26Q: 3 clusters Score -888480.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -888488.562500 Penalty: 4313.551758
	Iteration 27Q: 3 clusters Score -888488.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -888498.250000 Penalty: 4313.551758
	Iteration 28Q: 3 clusters Score -888498.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -888505.625000 Penalty: 4313.551758
	Iteration 29Q: 3 clusters Score -888505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -888512.062500 Penalty: 4313.551758
	Iteration 30Q: 3 clusters Score -888512.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -888522.500000 Penalty: 4313.551758
	Iteration 31Q: 3 clusters Score -888522.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -888527.312500 Penalty: 4313.551758
	Iteration 32Q: 3 clusters Score -888527.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -888529.750000 Penalty: 4313.551758
	Iteration 33Q: 3 clusters Score -888529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -888532.125000 Penalty: 4313.551758
	Iteration 34Q: 3 clusters Score -888532.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -888536.812500 Penalty: 4313.551758
	Iteration 35Q: 3 clusters Score -888536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -888539.312500 Penalty: 4313.551758
	Iteration 36Q: 3 clusters Score -888539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -888542.437500 Penalty: 4313.551758
	Iteration 37Q: 3 clusters Score -888542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -888543.625000 Penalty: 4313.551758
	Iteration 38Q: 3 clusters Score -888543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -888543.500000 Penalty: 4313.551758
	Iteration 39Q: 3 clusters Score -888543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -888544.562500 Penalty: 4313.551758
	Iteration 40F: 3 clusters Score -888544.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -888544.937500 Penalty: 4313.551758
	Iteration 41Q: 3 clusters Score -888544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -888544.750000 Penalty: 4313.551758
	Iteration 42Q: 3 clusters Score -888544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -888546.062500 Penalty: 4313.551758
	Iteration 43Q: 3 clusters Score -888546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -888546.437500 Penalty: 4313.551758
	Iteration 44Q: 3 clusters Score -888546.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -888546.312500 Penalty: 4313.551758
	Iteration 45Q: 3 clusters Score -888546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -888548.687500 Penalty: 4313.551758
	Iteration 46Q: 3 clusters Score -888548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -888549.000000 Penalty: 4313.551758
	Iteration 47Q: 3 clusters Score -888549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -888549.000000 Penalty: 4313.551758
	Iteration 48F: 3 clusters Score -888549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -247274.000000 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -247274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -244897.234375 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -244897.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -245346.218750 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -245346.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -245518.218750 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -245518.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -245633.375000 Penalty: 3670.404785
	Iteration 3F: 3 clusters Score -245633.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245736.390625 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -245736.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -245830.390625 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -245830.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -245969.750000 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -245969.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -246100.546875 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -246100.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -246219.046875 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -246219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -246316.000000 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -246316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -246392.484375 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -246392.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -246447.031250 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -246447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -246488.359375 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -246488.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -246509.171875 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -246509.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -246543.234375 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -246543.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -246616.000000 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -246616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -246699.828125 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -246699.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -246865.062500 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -246865.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -246975.203125 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -246975.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -247006.875000 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -247006.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -247026.296875 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -247026.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -247041.609375 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -247041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -247049.500000 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -247049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -247053.765625 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -247053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -247054.437500 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -247054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -247055.937500 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -247055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -247055.937500 Penalty: 3670.404785
	Iteration 26F: 3 clusters Score -247055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -76807.992188 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -76807.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75245.132812 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -75245.13 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75458.140625 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -75458.14 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75561.085938 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -75561.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75613.046875 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -75613.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75651.726562 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -75651.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75667.101562 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -75667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75668.945312 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -75668.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75682.460938 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -75682.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75683.562500 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -75683.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75683.562500 Penalty: 3158.620605
	Iteration 9F: 3 clusters Score -75683.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -212856.765625 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -212856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -210573.531250 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -210573.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -210929.421875 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -210929.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -211057.375000 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -211057.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -211104.531250 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -211104.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -211148.281250 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -211148.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -211191.562500 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -211191.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -211232.500000 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -211232.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -211269.250000 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -211269.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211327.062500 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -211327.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -211389.218750 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -211389.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -211449.562500 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -211449.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -211525.546875 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -211525.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211609.328125 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -211609.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -211734.718750 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -211734.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -211849.968750 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -211850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211953.640625 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -211953.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -212012.375000 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -212012.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -212045.734375 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -212045.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212083.640625 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -212083.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -212105.062500 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -212105.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -212118.671875 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -212118.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212132.968750 Penalty: 3617.674072
	Iteration 21Q: 3 clusters Score -212133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -212141.453125 Penalty: 3617.674072
	Iteration 22Q: 3 clusters Score -212141.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -212147.796875 Penalty: 3617.674072
	Iteration 23Q: 3 clusters Score -212147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212152.609375 Penalty: 3617.674072
	Iteration 24Q: 3 clusters Score -212152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212156.203125 Penalty: 3617.674072
	Iteration 25Q: 3 clusters Score -212156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212158.625000 Penalty: 3617.674072
	Iteration 26Q: 3 clusters Score -212158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212160.468750 Penalty: 3617.674072
	Iteration 27Q: 3 clusters Score -212160.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212160.468750 Penalty: 3617.674072
	Iteration 28F: 3 clusters Score -212160.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -190594.343750 Penalty: 1797.629028
	Iteration 0F: 2 clusters Score -190594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -188448.640625 Penalty: 3595.258057
	Iteration 0F: 3 clusters Score -188448.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -189072.250000 Penalty: 3595.258057
	Iteration 1F: 3 clusters Score -189072.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -189581.765625 Penalty: 3595.258057
	Iteration 2F: 3 clusters Score -189581.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -189998.343750 Penalty: 3595.258057
	Iteration 3F: 3 clusters Score -189998.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -190307.890625 Penalty: 3595.258057
	Iteration 4F: 3 clusters Score -190307.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -190470.390625 Penalty: 3595.258057
	Iteration 5Q: 3 clusters Score -190470.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -190543.234375 Penalty: 3595.258057
	Iteration 6Q: 3 clusters Score -190543.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -190604.953125 Penalty: 3595.258057
	Iteration 7Q: 3 clusters Score -190605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -190668.343750 Penalty: 3595.258057
	Iteration 8Q: 3 clusters Score -190668.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -190778.312500 Penalty: 3595.258057
	Iteration 9Q: 3 clusters Score -190778.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -190848.843750 Penalty: 3595.258057
	Iteration 10Q: 3 clusters Score -190848.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -190931.031250 Penalty: 3595.258057
	Iteration 11Q: 3 clusters Score -190931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -191044.906250 Penalty: 3595.258057
	Iteration 12Q: 3 clusters Score -191044.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -191069.812500 Penalty: 3595.258057
	Iteration 13Q: 3 clusters Score -191069.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -191075.390625 Penalty: 3595.258057
	Iteration 14Q: 3 clusters Score -191075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -191078.328125 Penalty: 3595.258057
	Iteration 15Q: 3 clusters Score -191078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -191078.828125 Penalty: 3595.258057
	Iteration 16Q: 3 clusters Score -191078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -191080.218750 Penalty: 3595.258057
	Iteration 17Q: 3 clusters Score -191080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -191080.828125 Penalty: 3595.258057
	Iteration 18Q: 3 clusters Score -191080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -191080.828125 Penalty: 3595.258057
	Iteration 19F: 3 clusters Score -191080.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100301 members 
Mstep: Class 4 contains 111125 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10315 members 
Mstep: Class 9 contains 23862 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128044 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 28841 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 13541 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1636 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 782 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12444 members 
Mstep: Class 36 contains 823 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 624 members 
Entering Unmasked Estep 
Score: -86712944.000000 Penalty: 124812.671875
Splitting cluster 31 changes total score from -86713560.000000 to -86712944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -77147.804688 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -77147.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75715.914062 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -75715.91 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75999.671875 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -75999.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76176.531250 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -76176.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76426.492188 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -76426.49 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -76604.703125 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -76604.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -76704.031250 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -76704.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -76735.976562 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -76735.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -76739.093750 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -76739.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -76739.093750 Penalty: 3166.219238
	Iteration 8F: 3 clusters Score -76739.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -150780.406250 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -150780.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -148871.875000 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -148871.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -149133.890625 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -149133.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -149203.750000 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -149203.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -149238.015625 Penalty: 3431.672852
	Iteration 3Q: 3 clusters Score -149238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149259.000000 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -149259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -149275.031250 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -149275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -149284.265625 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -149284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -149288.984375 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -149289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149294.031250 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -149294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -149297.421875 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -149297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -149302.046875 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -149302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -149306.156250 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -149306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -149309.140625 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -149309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149311.906250 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -149311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -149317.046875 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -149317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -149319.656250 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -149319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -149320.468750 Penalty: 3431.672852
	Iteration 16Q: 3 clusters Score -149320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -149320.468750 Penalty: 3431.672852
	Iteration 17F: 3 clusters Score -149320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -109741.789062 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -109741.8 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 467 members 
Entering Unmasked Estep 
Score: -107990.750000 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -107990.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108618.070312 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -108618.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108967.398438 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -108967.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109263.023438 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -109263 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109565.390625 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -109565.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -109814.914062 Penalty: 3397.662598
	Iteration 5F: 3 clusters Score -109814.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -109945.898438 Penalty: 3397.662598
	Iteration 6F: 3 clusters Score -109945.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -110006.781250 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -110006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -110037.132812 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -110037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -110054.304688 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -110054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -110064.390625 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -110064.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -110104.031250 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -110104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -110114.734375 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -110114.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -110117.781250 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -110117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -110117.781250 Penalty: 3397.662598
	Iteration 14F: 3 clusters Score -110117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100301 members 
Mstep: Class 4 contains 111125 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10315 members 
Mstep: Class 9 contains 23862 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128044 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 28841 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 13541 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1636 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 183 members 
Mstep: Class 35 contains 12444 members 
Mstep: Class 36 contains 823 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 761 members 
Entering Unmasked Estep 
Score: -86712640.000000 Penalty: 124812.671875
Splitting cluster 34 changes total score from -86713560.000000 to -86712640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (12444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Entering Unmasked Estep 
Score: -1983612.125000 Penalty: 2338.390625
	Iteration 0F: 2 clusters Score -1983612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1974403.250000 Penalty: 4676.781250
	Iteration 0F: 3 clusters Score -1974403 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1977144.375000 Penalty: 4676.781250
	Iteration 1F: 3 clusters Score -1977144 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1977448.625000 Penalty: 4676.781250
	Iteration 2F: 3 clusters Score -1977449 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1977669.750000 Penalty: 4676.781250
	Iteration 3Q: 3 clusters Score -1977670 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1977851.875000 Penalty: 4676.781250
	Iteration 4Q: 3 clusters Score -1977852 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1977978.000000 Penalty: 4676.781250
	Iteration 5Q: 3 clusters Score -1977978 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1978070.375000 Penalty: 4676.781250
	Iteration 6Q: 3 clusters Score -1978070 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1978159.125000 Penalty: 4676.781250
	Iteration 7Q: 3 clusters Score -1978159 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1978252.750000 Penalty: 4676.781250
	Iteration 8Q: 3 clusters Score -1978253 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1978365.375000 Penalty: 4676.781250
	Iteration 9Q: 3 clusters Score -1978365 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1978505.000000 Penalty: 4676.781250
	Iteration 10Q: 3 clusters Score -1978505 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1978710.500000 Penalty: 4676.781250
	Iteration 11Q: 3 clusters Score -1978710 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1979008.750000 Penalty: 4676.781250
	Iteration 12Q: 3 clusters Score -1979009 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1979400.625000 Penalty: 4676.781250
	Iteration 13Q: 3 clusters Score -1979401 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1979858.750000 Penalty: 4676.781250
	Iteration 14Q: 3 clusters Score -1979859 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1980330.500000 Penalty: 4676.781250
	Iteration 15Q: 3 clusters Score -1980330 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1980739.750000 Penalty: 4676.781250
	Iteration 16Q: 3 clusters Score -1980740 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1981046.500000 Penalty: 4676.781250
	Iteration 17Q: 3 clusters Score -1981046 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1981278.000000 Penalty: 4676.781250
	Iteration 18Q: 3 clusters Score -1981278 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1981472.375000 Penalty: 4676.781250
	Iteration 19Q: 3 clusters Score -1981472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1981606.750000 Penalty: 4676.781250
	Iteration 20F: 3 clusters Score -1981607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1981708.875000 Penalty: 4676.781250
	Iteration 21Q: 3 clusters Score -1981709 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1981778.250000 Penalty: 4676.781250
	Iteration 22Q: 3 clusters Score -1981778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1981819.500000 Penalty: 4676.781250
	Iteration 23Q: 3 clusters Score -1981820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1981853.375000 Penalty: 4676.781250
	Iteration 24Q: 3 clusters Score -1981853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1981870.000000 Penalty: 4676.781250
	Iteration 25Q: 3 clusters Score -1981870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1981885.375000 Penalty: 4676.781250
	Iteration 26Q: 3 clusters Score -1981885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1981911.000000 Penalty: 4676.781250
	Iteration 27Q: 3 clusters Score -1981911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1981919.750000 Penalty: 4676.781250
	Iteration 28Q: 3 clusters Score -1981920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1981930.000000 Penalty: 4676.781250
	Iteration 29Q: 3 clusters Score -1981930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1981936.875000 Penalty: 4676.781250
	Iteration 30Q: 3 clusters Score -1981937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1981945.875000 Penalty: 4676.781250
	Iteration 31Q: 3 clusters Score -1981946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1981954.875000 Penalty: 4676.781250
	Iteration 32Q: 3 clusters Score -1981955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1981958.000000 Penalty: 4676.781250
	Iteration 33Q: 3 clusters Score -1981958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1981960.250000 Penalty: 4676.781250
	Iteration 34Q: 3 clusters Score -1981960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1981963.750000 Penalty: 4676.781250
	Iteration 35Q: 3 clusters Score -1981964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1981970.875000 Penalty: 4676.781250
	Iteration 36Q: 3 clusters Score -1981971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1981970.000000 Penalty: 4676.781250
	Iteration 37Q: 3 clusters Score -1981970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1981970.000000 Penalty: 4676.781250
	Iteration 38Q: 3 clusters Score -1981970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1981970.000000 Penalty: 4676.781250
	Iteration 39F: 3 clusters Score -1981970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 100301 members 
Mstep: Class 4 contains 111125 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10315 members 
Mstep: Class 9 contains 23862 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128044 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 395 members 
Mstep: Class 14 contains 13120 members 
Mstep: Class 15 contains 311 members 
Mstep: Class 16 contains 28841 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6873 members 
Mstep: Class 23 contains 13541 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 248 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5983 members 
Mstep: Class 28 contains 1636 members 
Mstep: Class 29 contains 583 members 
Mstep: Class 30 contains 1471 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 592 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 944 members 
Mstep: Class 35 contains 12444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 3181.785156 but Gain 3284.546875
Score: -86714168.000000 Penalty: 118243.585938
Iteration 159Q: 37 clusters Score -8.671417e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 100315 members 
Mstep: Class 4 contains 111133 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 10311 members 
Mstep: Class 9 contains 23897 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 128012 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 404 members 
Mstep: Class 14 contains 13119 members 
Mstep: Class 15 contains 352 members 
Mstep: Class 16 contains 28831 members 
Mstep: Class 17 contains 6255 members 
Mstep: Class 18 contains 2832 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34481 members 
Mstep: Class 22 contains 6871 members 
Mstep: Class 23 contains 13536 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 253 members 
Mstep: Class 26 contains 322 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1635 members 
Mstep: Class 29 contains 584 members 
Mstep: Class 30 contains 1445 members 
Mstep: Class 31 contains 1407 members 
Mstep: Class 32 contains 659 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 947 members 
Mstep: Class 35 contains 12442 members 
Mstep: Class 36 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715880.000000 Penalty: 118243.585938
Iteration 160F: 37 clusters Score -8.671588e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 100325 members 
Mstep: Class 4 contains 111152 members 
Mstep: Class 5 contains 4801 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8989 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 23930 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 127963 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 412 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 377 members 
Mstep: Class 16 contains 28830 members 
Mstep: Class 17 contains 6256 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 34481 members 
Mstep: Class 22 contains 6870 members 
Mstep: Class 23 contains 13533 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 316 members 
Mstep: Class 27 contains 5979 members 
Mstep: Class 28 contains 1665 members 
Mstep: Class 29 contains 585 members 
Mstep: Class 30 contains 1440 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 681 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 938 members 
Mstep: Class 35 contains 12444 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717064.000000 Penalty: 118243.585938
Iteration 161Q: 37 clusters Score -8.671706e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 100315 members 
Mstep: Class 4 contains 111154 members 
Mstep: Class 5 contains 4796 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8985 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 23968 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 127942 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 390 members 
Mstep: Class 16 contains 28826 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34483 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 13532 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 307 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1619 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1442 members 
Mstep: Class 31 contains 1407 members 
Mstep: Class 32 contains 696 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 934 members 
Mstep: Class 35 contains 12483 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717568.000000 Penalty: 118243.585938
Iteration 162Q: 37 clusters Score -8.671757e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 100300 members 
Mstep: Class 4 contains 111163 members 
Mstep: Class 5 contains 4794 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 10302 members 
Mstep: Class 9 contains 24009 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 127913 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 422 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 28820 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19519 members 
Mstep: Class 21 contains 34486 members 
Mstep: Class 22 contains 6865 members 
Mstep: Class 23 contains 13535 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 5982 members 
Mstep: Class 28 contains 1591 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1447 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 701 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 931 members 
Mstep: Class 35 contains 12506 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717496.000000 Penalty: 118243.585938
Iteration 163Q: 37 clusters Score -8.67175e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 100308 members 
Mstep: Class 4 contains 111172 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 10290 members 
Mstep: Class 9 contains 24055 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 127870 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 424 members 
Mstep: Class 14 contains 13123 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 28818 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 34489 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 13533 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1576 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1450 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 701 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12511 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717296.000000 Penalty: 118243.585938
Iteration 164Q: 37 clusters Score -8.67173e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100321 members 
Mstep: Class 4 contains 111163 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 10287 members 
Mstep: Class 9 contains 24103 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 127847 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 408 members 
Mstep: Class 16 contains 28816 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34487 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 13535 members 
Mstep: Class 24 contains 3914 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1567 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 700 members 
Mstep: Class 33 contains 1011 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12493 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717256.000000 Penalty: 118243.585938
Iteration 165Q: 37 clusters Score -8.671726e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 100321 members 
Mstep: Class 4 contains 111186 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 10284 members 
Mstep: Class 9 contains 24145 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 127793 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28815 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34487 members 
Mstep: Class 22 contains 6860 members 
Mstep: Class 23 contains 13531 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1558 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1451 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 700 members 
Mstep: Class 33 contains 1012 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12495 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717184.000000 Penalty: 118243.585938
Iteration 166Q: 37 clusters Score -8.671718e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 100340 members 
Mstep: Class 4 contains 111190 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 10283 members 
Mstep: Class 9 contains 24168 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 127758 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28814 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19522 members 
Mstep: Class 21 contains 34489 members 
Mstep: Class 22 contains 6859 members 
Mstep: Class 23 contains 13528 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5979 members 
Mstep: Class 28 contains 1547 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1452 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1012 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12496 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717176.000000 Penalty: 118243.585938
Iteration 167Q: 37 clusters Score -8.671718e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 100357 members 
Mstep: Class 4 contains 111191 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10281 members 
Mstep: Class 9 contains 24199 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 127721 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13119 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28814 members 
Mstep: Class 17 contains 6280 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 34493 members 
Mstep: Class 22 contains 6859 members 
Mstep: Class 23 contains 13524 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5978 members 
Mstep: Class 28 contains 1535 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1012 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12493 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717080.000000 Penalty: 118243.585938
Iteration 168Q: 37 clusters Score -8.671708e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100377 members 
Mstep: Class 4 contains 111202 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10276 members 
Mstep: Class 9 contains 24227 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 127686 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28812 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1774 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34491 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 13519 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1522 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1013 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12492 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717208.000000 Penalty: 118243.585938
Iteration 169Q: 37 clusters Score -8.671721e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100397 members 
Mstep: Class 4 contains 111219 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10272 members 
Mstep: Class 9 contains 24268 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 127609 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28811 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34494 members 
Mstep: Class 22 contains 6857 members 
Mstep: Class 23 contains 13518 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1512 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1015 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12502 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717104.000000 Penalty: 118243.585938
Iteration 170Q: 37 clusters Score -8.67171e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100414 members 
Mstep: Class 4 contains 111255 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 24296 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 127536 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28808 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34498 members 
Mstep: Class 22 contains 6856 members 
Mstep: Class 23 contains 13524 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5982 members 
Mstep: Class 28 contains 1497 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1019 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12504 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717040.000000 Penalty: 118243.585938
Iteration 171Q: 37 clusters Score -8.671704e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100425 members 
Mstep: Class 4 contains 111312 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 10259 members 
Mstep: Class 9 contains 24328 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 127448 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28806 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 34502 members 
Mstep: Class 22 contains 6857 members 
Mstep: Class 23 contains 13517 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1482 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1022 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12511 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716984.000000 Penalty: 118243.585938
Iteration 172Q: 37 clusters Score -8.671698e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100438 members 
Mstep: Class 4 contains 111347 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 10256 members 
Mstep: Class 9 contains 24370 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 127362 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13121 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28806 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 34503 members 
Mstep: Class 22 contains 6860 members 
Mstep: Class 23 contains 13518 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1025 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12512 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716968.000000 Penalty: 118243.585938
Iteration 173Q: 37 clusters Score -8.671697e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100452 members 
Mstep: Class 4 contains 111380 members 
Mstep: Class 5 contains 4792 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 9 contains 24410 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 127291 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28806 members 
Mstep: Class 17 contains 6281 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19522 members 
Mstep: Class 21 contains 34499 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 13516 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1465 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1025 members 
Mstep: Class 34 contains 930 members 
Mstep: Class 35 contains 12505 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717152.000000 Penalty: 118243.585938
Iteration 174Q: 37 clusters Score -8.671715e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100490 members 
Mstep: Class 4 contains 111414 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 10246 members 
Mstep: Class 9 contains 24439 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 127229 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13118 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28801 members 
Mstep: Class 17 contains 6283 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34497 members 
Mstep: Class 22 contains 6857 members 
Mstep: Class 23 contains 13513 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1460 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1026 members 
Mstep: Class 34 contains 931 members 
Mstep: Class 35 contains 12497 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717128.000000 Penalty: 118243.585938
Iteration 175Q: 37 clusters Score -8.671713e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100510 members 
Mstep: Class 4 contains 111438 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 10241 members 
Mstep: Class 9 contains 24471 members 
Mstep: Class 10 contains 9417 members 
Mstep: Class 11 contains 127174 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13113 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28799 members 
Mstep: Class 17 contains 6286 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34496 members 
Mstep: Class 22 contains 6857 members 
Mstep: Class 23 contains 13510 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5981 members 
Mstep: Class 28 contains 1456 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1030 members 
Mstep: Class 34 contains 931 members 
Mstep: Class 35 contains 12493 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717064.000000 Penalty: 118243.585938
Iteration 176Q: 37 clusters Score -8.671706e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100510 members 
Mstep: Class 4 contains 111462 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 10238 members 
Mstep: Class 9 contains 24495 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 127127 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13109 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28803 members 
Mstep: Class 17 contains 6288 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34500 members 
Mstep: Class 22 contains 6856 members 
Mstep: Class 23 contains 13510 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5980 members 
Mstep: Class 28 contains 1456 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1035 members 
Mstep: Class 34 contains 932 members 
Mstep: Class 35 contains 12488 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717000.000000 Penalty: 118243.585938
Iteration 177Q: 37 clusters Score -8.6717e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100535 members 
Mstep: Class 4 contains 111457 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 10227 members 
Mstep: Class 9 contains 24526 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 127089 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13108 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28810 members 
Mstep: Class 17 contains 6282 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19520 members 
Mstep: Class 21 contains 34500 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 13506 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5979 members 
Mstep: Class 28 contains 1454 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 933 members 
Mstep: Class 35 contains 12488 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717048.000000 Penalty: 118243.585938
Iteration 178Q: 37 clusters Score -8.671705e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100567 members 
Mstep: Class 4 contains 111422 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 10218 members 
Mstep: Class 9 contains 24553 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 127076 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13105 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28816 members 
Mstep: Class 17 contains 6284 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 34495 members 
Mstep: Class 22 contains 6855 members 
Mstep: Class 23 contains 13505 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5978 members 
Mstep: Class 28 contains 1452 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 933 members 
Mstep: Class 35 contains 12491 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717176.000000 Penalty: 118243.585938
Iteration 179Q: 37 clusters Score -8.671718e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 100594 members 
Mstep: Class 4 contains 111390 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 10212 members 
Mstep: Class 9 contains 24585 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 11 contains 127057 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 425 members 
Mstep: Class 14 contains 13100 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 28823 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19522 members 
Mstep: Class 21 contains 34498 members 
Mstep: Class 22 contains 6852 members 
Mstep: Class 23 contains 13499 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5977 members 
Mstep: Class 28 contains 1448 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 699 members 
Mstep: Class 33 contains 1039 members 
Mstep: Class 34 contains 933 members 
Mstep: Class 35 contains 12493 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717472.000000 Penalty: 118243.585938
Iteration 180F: 37 clusters Score -8.671747e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 100629 members 
Mstep: Class 4 contains 111364 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 10210 members 
Mstep: Class 9 contains 24609 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 127031 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 426 members 
Mstep: Class 14 contains 13096 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 28827 members 
Mstep: Class 17 contains 6291 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 34499 members 
Mstep: Class 22 contains 6852 members 
Mstep: Class 23 contains 13498 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 303 members 
Mstep: Class 27 contains 5976 members 
Mstep: Class 28 contains 1448 members 
Mstep: Class 29 contains 588 members 
Mstep: Class 30 contains 1454 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 702 members 
Mstep: Class 33 contains 1041 members 
Mstep: Class 34 contains 932 members 
Mstep: Class 35 contains 12485 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717896.000000 Penalty: 118243.585938
Iteration 181Q: 37 clusters Score -8.67179e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 259 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 100645 members 
Mstep: Class 4 contains 111323 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 10214 members 
Mstep: Class 9 contains 24632 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 127026 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 426 members 
Mstep: Class 16 contains 28831 members 
Mstep: Class 17 contains 6299 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 34502 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 13501 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 293 members 
Mstep: Class 27 contains 5974 members 
Mstep: Class 28 contains 1443 members 
Mstep: Class 29 contains 589 members 
Mstep: Class 30 contains 1453 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1043 members 
Mstep: Class 34 contains 934 members 
Mstep: Class 35 contains 12486 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717984.000000 Penalty: 118243.585938
Iteration 182Q: 37 clusters Score -8.671798e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1152 members 
Mstep: Class 3 contains 100694 members 
Mstep: Class 4 contains 111278 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10210 members 
Mstep: Class 9 contains 24665 members 
Mstep: Class 10 contains 9412 members 
Mstep: Class 11 contains 127010 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 428 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 432 members 
Mstep: Class 16 contains 28837 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19522 members 
Mstep: Class 21 contains 34502 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 13500 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5970 members 
Mstep: Class 28 contains 1434 members 
Mstep: Class 29 contains 590 members 
Mstep: Class 30 contains 1456 members 
Mstep: Class 31 contains 1406 members 
Mstep: Class 32 contains 703 members 
Mstep: Class 33 contains 1044 members 
Mstep: Class 34 contains 933 members 
Mstep: Class 35 contains 12480 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718136.000000 Penalty: 118243.585938
Iteration 183Q: 37 clusters Score -8.671814e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 100753 members 
Mstep: Class 4 contains 111260 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10210 members 
Mstep: Class 9 contains 24690 members 
Mstep: Class 10 contains 9411 members 
Mstep: Class 11 contains 126959 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 430 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 437 members 
Mstep: Class 16 contains 28835 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 34501 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 13502 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5971 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 590 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 703 members 
Mstep: Class 33 contains 1043 members 
Mstep: Class 34 contains 935 members 
Mstep: Class 35 contains 12476 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718152.000000 Penalty: 118243.585938
Iteration 184Q: 37 clusters Score -8.671815e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 100825 members 
Mstep: Class 4 contains 111207 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10204 members 
Mstep: Class 9 contains 24708 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 126930 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 432 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28842 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 34498 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 13508 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 1423 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1044 members 
Mstep: Class 34 contains 933 members 
Mstep: Class 35 contains 12470 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718160.000000 Penalty: 118243.585938
Iteration 185Q: 37 clusters Score -8.671816e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 100907 members 
Mstep: Class 4 contains 111171 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10201 members 
Mstep: Class 9 contains 24726 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 126886 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 432 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28840 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 34496 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 13508 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5969 members 
Mstep: Class 28 contains 1418 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1044 members 
Mstep: Class 34 contains 933 members 
Mstep: Class 35 contains 12467 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718208.000000 Penalty: 118243.585938
Iteration 186Q: 37 clusters Score -8.671821e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 100981 members 
Mstep: Class 4 contains 111103 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10199 members 
Mstep: Class 9 contains 24744 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 126867 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 434 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28841 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 34497 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 13508 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5967 members 
Mstep: Class 28 contains 1417 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1045 members 
Mstep: Class 34 contains 931 members 
Mstep: Class 35 contains 12464 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718232.000000 Penalty: 118243.585938
Iteration 187Q: 37 clusters Score -8.671823e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 111040 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10188 members 
Mstep: Class 9 contains 24767 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126881 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 434 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28849 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19524 members 
Mstep: Class 21 contains 34499 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 13509 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5963 members 
Mstep: Class 28 contains 1416 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1045 members 
Mstep: Class 34 contains 930 members 
Mstep: Class 35 contains 12464 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718312.000000 Penalty: 118243.585938
Iteration 188Q: 37 clusters Score -8.671831e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 101034 members 
Mstep: Class 4 contains 111012 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10182 members 
Mstep: Class 9 contains 24795 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126853 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 435 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28856 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19524 members 
Mstep: Class 21 contains 34505 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 13506 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5963 members 
Mstep: Class 28 contains 1415 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1045 members 
Mstep: Class 34 contains 929 members 
Mstep: Class 35 contains 12466 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718456.000000 Penalty: 118243.585938
Iteration 189Q: 37 clusters Score -8.671846e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101077 members 
Mstep: Class 4 contains 110950 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 24822 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 126837 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 435 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28862 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19524 members 
Mstep: Class 21 contains 34516 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 13506 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5961 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1047 members 
Mstep: Class 34 contains 930 members 
Mstep: Class 35 contains 12466 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718376.000000 Penalty: 118243.585938
Iteration 190Q: 37 clusters Score -8.671838e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101111 members 
Mstep: Class 4 contains 110899 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10175 members 
Mstep: Class 9 contains 24851 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 126815 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 436 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28872 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19524 members 
Mstep: Class 21 contains 34522 members 
Mstep: Class 22 contains 6845 members 
Mstep: Class 23 contains 13509 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 227 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5959 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1052 members 
Mstep: Class 34 contains 927 members 
Mstep: Class 35 contains 12467 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718560.000000 Penalty: 118243.585938
Iteration 191Q: 37 clusters Score -8.671856e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101144 members 
Mstep: Class 4 contains 110844 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10172 members 
Mstep: Class 9 contains 24881 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 126798 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 438 members 
Mstep: Class 14 contains 13090 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28879 members 
Mstep: Class 17 contains 6298 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19524 members 
Mstep: Class 21 contains 34526 members 
Mstep: Class 22 contains 6845 members 
Mstep: Class 23 contains 13515 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5958 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 926 members 
Mstep: Class 35 contains 12464 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718640.000000 Penalty: 118243.585938
Iteration 192Q: 37 clusters Score -8.671864e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101195 members 
Mstep: Class 4 contains 110793 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10171 members 
Mstep: Class 9 contains 24907 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 126771 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 439 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28894 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19524 members 
Mstep: Class 21 contains 34527 members 
Mstep: Class 22 contains 6844 members 
Mstep: Class 23 contains 13514 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 225 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5957 members 
Mstep: Class 28 contains 1409 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 925 members 
Mstep: Class 35 contains 12459 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718496.000000 Penalty: 118243.585938
Iteration 193Q: 37 clusters Score -8.67185e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101225 members 
Mstep: Class 4 contains 110776 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10168 members 
Mstep: Class 9 contains 24928 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 126721 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28915 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19526 members 
Mstep: Class 21 contains 34529 members 
Mstep: Class 22 contains 6845 members 
Mstep: Class 23 contains 13505 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 1409 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1055 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12459 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718624.000000 Penalty: 118243.585938
Iteration 194Q: 37 clusters Score -8.671862e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101252 members 
Mstep: Class 4 contains 110742 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10164 members 
Mstep: Class 9 contains 24955 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 126699 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28923 members 
Mstep: Class 17 contains 6297 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34533 members 
Mstep: Class 22 contains 6844 members 
Mstep: Class 23 contains 13504 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5956 members 
Mstep: Class 28 contains 1409 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12456 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718600.000000 Penalty: 118243.585938
Iteration 195Q: 37 clusters Score -8.67186e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101270 members 
Mstep: Class 4 contains 110707 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10161 members 
Mstep: Class 9 contains 24984 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 126689 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28928 members 
Mstep: Class 17 contains 6296 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34535 members 
Mstep: Class 22 contains 6840 members 
Mstep: Class 23 contains 13501 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5953 members 
Mstep: Class 28 contains 1408 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12456 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718720.000000 Penalty: 118243.585938
Iteration 196Q: 37 clusters Score -8.671872e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101290 members 
Mstep: Class 4 contains 110695 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10153 members 
Mstep: Class 9 contains 25019 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126640 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28941 members 
Mstep: Class 17 contains 6300 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34537 members 
Mstep: Class 22 contains 6840 members 
Mstep: Class 23 contains 13499 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5951 members 
Mstep: Class 28 contains 1408 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12454 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718696.000000 Penalty: 118243.585938
Iteration 197Q: 37 clusters Score -8.67187e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101315 members 
Mstep: Class 4 contains 110660 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 25051 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 126612 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28946 members 
Mstep: Class 17 contains 6301 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34538 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 13500 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5950 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12457 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718712.000000 Penalty: 118243.585938
Iteration 198Q: 37 clusters Score -8.671871e+07 nChanged 391
Entering ConstructFrom: 
Score: -86718712.000000 Penalty: 118243.585938
Entering ConstructFrom: 
Trying to split cluster 1 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -232911.359375 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -232911.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -230575.937500 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -230575.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -230978.625000 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -230978.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -231103.968750 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -231104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -231179.984375 Penalty: 3661.842285
	Iteration 3Q: 3 clusters Score -231180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -231231.453125 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -231231.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -231272.062500 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -231272.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -231294.921875 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -231294.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -231313.390625 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -231313.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -231326.156250 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -231326.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -231337.343750 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -231337.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -231347.640625 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -231347.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -231355.187500 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -231355.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -231359.609375 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -231359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -231362.656250 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -231362.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -231365.875000 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -231365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -231368.984375 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -231369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -231373.843750 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -231373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -231378.390625 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -231378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -231382.500000 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -231382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -231384.046875 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -231384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -231387.531250 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -231387.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -231392.171875 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -231392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -231397.531250 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -231397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -231401.859375 Penalty: 3661.842285
	Iteration 23Q: 3 clusters Score -231401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -231404.875000 Penalty: 3661.842285
	Iteration 24Q: 3 clusters Score -231404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -231408.796875 Penalty: 3661.842285
	Iteration 25Q: 3 clusters Score -231408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -231411.765625 Penalty: 3661.842285
	Iteration 26Q: 3 clusters Score -231411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -231415.781250 Penalty: 3661.842285
	Iteration 27Q: 3 clusters Score -231415.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -231421.093750 Penalty: 3661.842285
	Iteration 28Q: 3 clusters Score -231421.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -231423.812500 Penalty: 3661.842285
	Iteration 29Q: 3 clusters Score -231423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -231425.875000 Penalty: 3661.842285
	Iteration 30Q: 3 clusters Score -231425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -231428.125000 Penalty: 3661.842285
	Iteration 31Q: 3 clusters Score -231428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -231430.343750 Penalty: 3661.842285
	Iteration 32Q: 3 clusters Score -231430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -231434.546875 Penalty: 3661.842285
	Iteration 33Q: 3 clusters Score -231434.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -231441.046875 Penalty: 3661.842285
	Iteration 34Q: 3 clusters Score -231441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231447.468750 Penalty: 3661.842285
	Iteration 35Q: 3 clusters Score -231447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -231447.890625 Penalty: 3661.842285
	Iteration 36Q: 3 clusters Score -231447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231451.796875 Penalty: 3661.842285
	Iteration 37Q: 3 clusters Score -231451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -231462.265625 Penalty: 3661.842285
	Iteration 38Q: 3 clusters Score -231462.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -231473.546875 Penalty: 3661.842285
	Iteration 39Q: 3 clusters Score -231473.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -231478.625000 Penalty: 3661.842285
	Iteration 40F: 3 clusters Score -231478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -231481.546875 Penalty: 3661.842285
	Iteration 41Q: 3 clusters Score -231481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -231482.046875 Penalty: 3661.842285
	Iteration 42Q: 3 clusters Score -231482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -231482.046875 Penalty: 3661.842285
	Iteration 43F: 3 clusters Score -231482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Entering Unmasked Estep 
Score: -155483.562500 Penalty: 1746.487061
	Iteration 0F: 2 clusters Score -155483.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153489.718750 Penalty: 3492.974121
	Iteration 0F: 3 clusters Score -153489.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -153871.890625 Penalty: 3492.974121
	Iteration 1F: 3 clusters Score -153871.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -154074.406250 Penalty: 3492.974121
	Iteration 2F: 3 clusters Score -154074.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -154226.500000 Penalty: 3492.974121
	Iteration 3F: 3 clusters Score -154226.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -154367.421875 Penalty: 3492.974121
	Iteration 4F: 3 clusters Score -154367.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -154452.078125 Penalty: 3492.974121
	Iteration 5Q: 3 clusters Score -154452.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -154504.656250 Penalty: 3492.974121
	Iteration 6Q: 3 clusters Score -154504.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -154570.328125 Penalty: 3492.974121
	Iteration 7Q: 3 clusters Score -154570.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154608.218750 Penalty: 3492.974121
	Iteration 8Q: 3 clusters Score -154608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -154642.390625 Penalty: 3492.974121
	Iteration 9Q: 3 clusters Score -154642.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -154699.531250 Penalty: 3492.974121
	Iteration 10Q: 3 clusters Score -154699.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -154725.765625 Penalty: 3492.974121
	Iteration 11Q: 3 clusters Score -154725.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -154738.453125 Penalty: 3492.974121
	Iteration 12Q: 3 clusters Score -154738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -154745.468750 Penalty: 3492.974121
	Iteration 13Q: 3 clusters Score -154745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -154745.468750 Penalty: 3492.974121
	Iteration 14F: 3 clusters Score -154745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Entering Unmasked Estep 
Score: -16003387.000000 Penalty: 2858.494385
	Iteration 0F: 2 clusters Score -1.600339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -15936794.000000 Penalty: 5716.988770
	Iteration 0F: 3 clusters Score -1.593679e+07 nChanged 48144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53111 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -15964366.000000 Penalty: 5716.988770
	Iteration 1F: 3 clusters Score -1.596437e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -15965515.000000 Penalty: 5716.988770
	Iteration 2Q: 3 clusters Score -1.596552e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56140 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -15967057.000000 Penalty: 5716.988770
	Iteration 3Q: 3 clusters Score -1.596706e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -15969161.000000 Penalty: 5716.988770
	Iteration 4Q: 3 clusters Score -1.596916e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -15972011.000000 Penalty: 5716.988770
	Iteration 5Q: 3 clusters Score -1.597201e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -15975728.000000 Penalty: 5716.988770
	Iteration 6F: 3 clusters Score -1.597573e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -15980217.000000 Penalty: 5716.988770
	Iteration 7F: 3 clusters Score -1.598022e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -15984741.000000 Penalty: 5716.988770
	Iteration 8F: 3 clusters Score -1.598474e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -15988285.000000 Penalty: 5716.988770
	Iteration 9F: 3 clusters Score -1.598828e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -15991025.000000 Penalty: 5716.988770
	Iteration 10Q: 3 clusters Score -1.599102e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -15993010.000000 Penalty: 5716.988770
	Iteration 11Q: 3 clusters Score -1.599301e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -15994496.000000 Penalty: 5716.988770
	Iteration 12Q: 3 clusters Score -1.59945e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91031 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -15995776.000000 Penalty: 5716.988770
	Iteration 13Q: 3 clusters Score -1.599578e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -15996853.000000 Penalty: 5716.988770
	Iteration 14Q: 3 clusters Score -1.599685e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -15997805.000000 Penalty: 5716.988770
	Iteration 15Q: 3 clusters Score -1.59978e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -15998624.000000 Penalty: 5716.988770
	Iteration 16Q: 3 clusters Score -1.599862e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96999 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -15999264.000000 Penalty: 5716.988770
	Iteration 17Q: 3 clusters Score -1.599926e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -15999593.000000 Penalty: 5716.988770
	Iteration 18Q: 3 clusters Score -1.599959e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98480 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -15999883.000000 Penalty: 5716.988770
	Iteration 19Q: 3 clusters Score -1.599988e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98959 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -16000140.000000 Penalty: 5716.988770
	Iteration 20F: 3 clusters Score -1.600014e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -16000353.000000 Penalty: 5716.988770
	Iteration 21Q: 3 clusters Score -1.600035e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -16000514.000000 Penalty: 5716.988770
	Iteration 22Q: 3 clusters Score -1.600051e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16000623.000000 Penalty: 5716.988770
	Iteration 23Q: 3 clusters Score -1.600062e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -16000737.000000 Penalty: 5716.988770
	Iteration 24Q: 3 clusters Score -1.600074e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -16000791.000000 Penalty: 5716.988770
	Iteration 25Q: 3 clusters Score -1.600079e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -16000836.000000 Penalty: 5716.988770
	Iteration 26Q: 3 clusters Score -1.600084e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16000861.000000 Penalty: 5716.988770
	Iteration 27Q: 3 clusters Score -1.600086e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100296 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16000905.000000 Penalty: 5716.988770
	Iteration 28Q: 3 clusters Score -1.60009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100330 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -16000923.000000 Penalty: 5716.988770
	Iteration 29Q: 3 clusters Score -1.600092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -16000945.000000 Penalty: 5716.988770
	Iteration 30Q: 3 clusters Score -1.600094e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100382 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -16000945.000000 Penalty: 5716.988770
	Iteration 31Q: 3 clusters Score -1.600094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -16000957.000000 Penalty: 5716.988770
	Iteration 32Q: 3 clusters Score -1.600096e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -16000967.000000 Penalty: 5716.988770
	Iteration 33Q: 3 clusters Score -1.600097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16000975.000000 Penalty: 5716.988770
	Iteration 34Q: 3 clusters Score -1.600098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100443 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16000979.000000 Penalty: 5716.988770
	Iteration 35Q: 3 clusters Score -1.600098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -16000992.000000 Penalty: 5716.988770
	Iteration 36Q: 3 clusters Score -1.600099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16000986.000000 Penalty: 5716.988770
	Iteration 37Q: 3 clusters Score -1.600099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16000986.000000 Penalty: 5716.988770
	Iteration 38Q: 3 clusters Score -1.600099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100464 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16000985.000000 Penalty: 5716.988770
	Iteration 39Q: 3 clusters Score -1.600098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100465 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16000983.000000 Penalty: 5716.988770
	Iteration 40F: 3 clusters Score -1.600098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (110639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110639 members 
Entering Unmasked Estep 
Score: -17431140.000000 Penalty: 2880.279053
	Iteration 0F: 2 clusters Score -1.743114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55209 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -17359900.000000 Penalty: 5760.558105
	Iteration 0F: 3 clusters Score -1.73599e+07 nChanged 52436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -17389566.000000 Penalty: 5760.558105
	Iteration 1F: 3 clusters Score -1.738957e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -17390490.000000 Penalty: 5760.558105
	Iteration 2Q: 3 clusters Score -1.739049e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -17391482.000000 Penalty: 5760.558105
	Iteration 3Q: 3 clusters Score -1.739148e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -17392914.000000 Penalty: 5760.558105
	Iteration 4Q: 3 clusters Score -1.739291e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -17395066.000000 Penalty: 5760.558105
	Iteration 5Q: 3 clusters Score -1.739507e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -17398358.000000 Penalty: 5760.558105
	Iteration 6F: 3 clusters Score -1.739836e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 78587 members 
Entering Unmasked Estep 
Score: -17403410.000000 Penalty: 5760.558105
	Iteration 7F: 3 clusters Score -1.740341e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -17410076.000000 Penalty: 5760.558105
	Iteration 8F: 3 clusters Score -1.741008e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 94238 members 
Entering Unmasked Estep 
Score: -17417180.000000 Penalty: 5760.558105
	Iteration 9F: 3 clusters Score -1.741718e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -17422800.000000 Penalty: 5760.558105
	Iteration 10F: 3 clusters Score -1.74228e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 105697 members 
Entering Unmasked Estep 
Score: -17425960.000000 Penalty: 5760.558105
	Iteration 11Q: 3 clusters Score -1.742596e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 108394 members 
Entering Unmasked Estep 
Score: -17427590.000000 Penalty: 5760.558105
	Iteration 12Q: 3 clusters Score -1.742759e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -17428092.000000 Penalty: 5760.558105
	Iteration 13Q: 3 clusters Score -1.742809e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 110008 members 
Entering Unmasked Estep 
Score: -17428326.000000 Penalty: 5760.558105
	Iteration 14Q: 3 clusters Score -1.742833e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 110173 members 
Entering Unmasked Estep 
Score: -17428458.000000 Penalty: 5760.558105
	Iteration 15Q: 3 clusters Score -1.742846e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -17428518.000000 Penalty: 5760.558105
	Iteration 16Q: 3 clusters Score -1.742852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 110275 members 
Entering Unmasked Estep 
Score: -17428550.000000 Penalty: 5760.558105
	Iteration 17Q: 3 clusters Score -1.742855e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 110290 members 
Entering Unmasked Estep 
Score: -17428578.000000 Penalty: 5760.558105
	Iteration 18Q: 3 clusters Score -1.742858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -17428606.000000 Penalty: 5760.558105
	Iteration 19Q: 3 clusters Score -1.742861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 110316 members 
Entering Unmasked Estep 
Score: -17428606.000000 Penalty: 5760.558105
	Iteration 20F: 3 clusters Score -1.742861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 110314 members 
Entering Unmasked Estep 
Score: -17428608.000000 Penalty: 5760.558105
	Iteration 21Q: 3 clusters Score -1.742861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -17428618.000000 Penalty: 5760.558105
	Iteration 22Q: 3 clusters Score -1.742862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 110318 members 
Entering Unmasked Estep 
Score: -17428634.000000 Penalty: 5760.558105
	Iteration 23Q: 3 clusters Score -1.742863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 110322 members 
Entering Unmasked Estep 
Score: -17428630.000000 Penalty: 5760.558105
	Iteration 24Q: 3 clusters Score -1.742863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 110326 members 
Entering Unmasked Estep 
Score: -17428622.000000 Penalty: 5760.558105
	Iteration 25Q: 3 clusters Score -1.742862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -17428630.000000 Penalty: 5760.558105
	Iteration 26Q: 3 clusters Score -1.742863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -17428630.000000 Penalty: 5760.558105
	Iteration 27F: 3 clusters Score -1.742863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Entering Unmasked Estep 
Score: -696717.562500 Penalty: 2101.104492
	Iteration 0F: 2 clusters Score -696717.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -692359.375000 Penalty: 4202.208984
	Iteration 0F: 3 clusters Score -692359.4 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -693452.625000 Penalty: 4202.208984
	Iteration 1F: 3 clusters Score -693452.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -693682.812500 Penalty: 4202.208984
	Iteration 2F: 3 clusters Score -693682.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -693857.062500 Penalty: 4202.208984
	Iteration 3F: 3 clusters Score -693857.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -694043.937500 Penalty: 4202.208984
	Iteration 4F: 3 clusters Score -694043.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -694250.375000 Penalty: 4202.208984
	Iteration 5Q: 3 clusters Score -694250.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -694485.187500 Penalty: 4202.208984
	Iteration 6Q: 3 clusters Score -694485.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -694734.375000 Penalty: 4202.208984
	Iteration 7Q: 3 clusters Score -694734.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -695004.687500 Penalty: 4202.208984
	Iteration 8F: 3 clusters Score -695004.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -695272.437500 Penalty: 4202.208984
	Iteration 9F: 3 clusters Score -695272.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -695491.437500 Penalty: 4202.208984
	Iteration 10Q: 3 clusters Score -695491.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -695650.875000 Penalty: 4202.208984
	Iteration 11Q: 3 clusters Score -695650.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -695761.750000 Penalty: 4202.208984
	Iteration 12Q: 3 clusters Score -695761.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -695855.562500 Penalty: 4202.208984
	Iteration 13Q: 3 clusters Score -695855.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -695930.000000 Penalty: 4202.208984
	Iteration 14Q: 3 clusters Score -695930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -695991.187500 Penalty: 4202.208984
	Iteration 15Q: 3 clusters Score -695991.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -696034.437500 Penalty: 4202.208984
	Iteration 16Q: 3 clusters Score -696034.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -696066.062500 Penalty: 4202.208984
	Iteration 17Q: 3 clusters Score -696066.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -696085.937500 Penalty: 4202.208984
	Iteration 18Q: 3 clusters Score -696085.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -696097.625000 Penalty: 4202.208984
	Iteration 19Q: 3 clusters Score -696097.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -696106.250000 Penalty: 4202.208984
	Iteration 20F: 3 clusters Score -696106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -696115.000000 Penalty: 4202.208984
	Iteration 21Q: 3 clusters Score -696115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -696121.062500 Penalty: 4202.208984
	Iteration 22Q: 3 clusters Score -696121.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -696124.187500 Penalty: 4202.208984
	Iteration 23Q: 3 clusters Score -696124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -696126.687500 Penalty: 4202.208984
	Iteration 24Q: 3 clusters Score -696126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -696128.437500 Penalty: 4202.208984
	Iteration 25Q: 3 clusters Score -696128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -696128.687500 Penalty: 4202.208984
	Iteration 26Q: 3 clusters Score -696128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -696128.687500 Penalty: 4202.208984
	Iteration 27F: 3 clusters Score -696128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -566201.062500 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -566201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -562503.312500 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -562503.3 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -563301.750000 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -563301.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -563495.687500 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -563495.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -563596.437500 Penalty: 4068.159668
	Iteration 3Q: 3 clusters Score -563596.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -563668.250000 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -563668.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -563725.687500 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -563725.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -563783.875000 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -563783.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -563832.812500 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -563832.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -563866.187500 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -563866.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -563891.312500 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -563891.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -563911.375000 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -563911.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -563932.687500 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -563932.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -563956.500000 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -563956.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -563976.625000 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -563976.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -563991.187500 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -563991.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -564005.062500 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -564005.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -564014.187500 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -564014.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -564021.062500 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -564021.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -564031.000000 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -564031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -564040.937500 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -564040.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -564050.125000 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -564050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -564058.687500 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -564058.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -564067.687500 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -564067.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -564077.625000 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -564077.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -564086.937500 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -564086.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -564094.937500 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -564094.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -564099.125000 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -564099.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -564103.875000 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -564103.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -564109.187500 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -564109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -564112.187500 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -564112.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -564117.000000 Penalty: 4068.159668
	Iteration 30Q: 3 clusters Score -564117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -564121.500000 Penalty: 4068.159668
	Iteration 31Q: 3 clusters Score -564121.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -564125.562500 Penalty: 4068.159668
	Iteration 32Q: 3 clusters Score -564125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -564127.937500 Penalty: 4068.159668
	Iteration 33Q: 3 clusters Score -564127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -564129.562500 Penalty: 4068.159668
	Iteration 34Q: 3 clusters Score -564129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -564132.250000 Penalty: 4068.159668
	Iteration 35Q: 3 clusters Score -564132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -564132.312500 Penalty: 4068.159668
	Iteration 36Q: 3 clusters Score -564132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -564132.687500 Penalty: 4068.159668
	Iteration 37Q: 3 clusters Score -564132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -564133.687500 Penalty: 4068.159668
	Iteration 38Q: 3 clusters Score -564133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -564135.625000 Penalty: 4068.159668
	Iteration 39Q: 3 clusters Score -564135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -564138.687500 Penalty: 4068.159668
	Iteration 40F: 3 clusters Score -564138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -564140.000000 Penalty: 4068.159668
	Iteration 41Q: 3 clusters Score -564140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -564139.812500 Penalty: 4068.159668
	Iteration 42Q: 3 clusters Score -564139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -564139.750000 Penalty: 4068.159668
	Iteration 43Q: 3 clusters Score -564139.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -564140.625000 Penalty: 4068.159668
	Iteration 44Q: 3 clusters Score -564140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -564141.812500 Penalty: 4068.159668
	Iteration 45Q: 3 clusters Score -564141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -564141.812500 Penalty: 4068.159668
	Iteration 46F: 3 clusters Score -564141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -1348006.250000 Penalty: 2257.096436
	Iteration 0F: 2 clusters Score -1348006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1341018.500000 Penalty: 4514.192871
	Iteration 0F: 3 clusters Score -1341018 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1342954.875000 Penalty: 4514.192871
	Iteration 1F: 3 clusters Score -1342955 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1343240.250000 Penalty: 4514.192871
	Iteration 2F: 3 clusters Score -1343240 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1343425.625000 Penalty: 4514.192871
	Iteration 3Q: 3 clusters Score -1343426 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1343566.000000 Penalty: 4514.192871
	Iteration 4Q: 3 clusters Score -1343566 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1343695.250000 Penalty: 4514.192871
	Iteration 5Q: 3 clusters Score -1343695 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1343810.500000 Penalty: 4514.192871
	Iteration 6Q: 3 clusters Score -1343810 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1343928.375000 Penalty: 4514.192871
	Iteration 7Q: 3 clusters Score -1343928 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1344050.625000 Penalty: 4514.192871
	Iteration 8Q: 3 clusters Score -1344051 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1344181.000000 Penalty: 4514.192871
	Iteration 9Q: 3 clusters Score -1344181 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1344297.625000 Penalty: 4514.192871
	Iteration 10Q: 3 clusters Score -1344298 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1344417.750000 Penalty: 4514.192871
	Iteration 11Q: 3 clusters Score -1344418 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1344515.875000 Penalty: 4514.192871
	Iteration 12Q: 3 clusters Score -1344516 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1344588.125000 Penalty: 4514.192871
	Iteration 13Q: 3 clusters Score -1344588 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1344666.875000 Penalty: 4514.192871
	Iteration 14Q: 3 clusters Score -1344667 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1344743.875000 Penalty: 4514.192871
	Iteration 15Q: 3 clusters Score -1344744 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1344819.125000 Penalty: 4514.192871
	Iteration 16Q: 3 clusters Score -1344819 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1344901.750000 Penalty: 4514.192871
	Iteration 17Q: 3 clusters Score -1344902 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1344996.625000 Penalty: 4514.192871
	Iteration 18Q: 3 clusters Score -1344997 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1345080.875000 Penalty: 4514.192871
	Iteration 19Q: 3 clusters Score -1345081 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1345164.750000 Penalty: 4514.192871
	Iteration 20F: 3 clusters Score -1345165 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1345237.000000 Penalty: 4514.192871
	Iteration 21Q: 3 clusters Score -1345237 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1345331.625000 Penalty: 4514.192871
	Iteration 22Q: 3 clusters Score -1345332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1345417.125000 Penalty: 4514.192871
	Iteration 23Q: 3 clusters Score -1345417 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1345487.000000 Penalty: 4514.192871
	Iteration 24Q: 3 clusters Score -1345487 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1345562.625000 Penalty: 4514.192871
	Iteration 25Q: 3 clusters Score -1345563 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1345638.500000 Penalty: 4514.192871
	Iteration 26Q: 3 clusters Score -1345638 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1345698.000000 Penalty: 4514.192871
	Iteration 27Q: 3 clusters Score -1345698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1345750.500000 Penalty: 4514.192871
	Iteration 28Q: 3 clusters Score -1345750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1345785.625000 Penalty: 4514.192871
	Iteration 29Q: 3 clusters Score -1345786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1345807.125000 Penalty: 4514.192871
	Iteration 30Q: 3 clusters Score -1345807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1345833.000000 Penalty: 4514.192871
	Iteration 31Q: 3 clusters Score -1345833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1345861.625000 Penalty: 4514.192871
	Iteration 32Q: 3 clusters Score -1345862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1345888.875000 Penalty: 4514.192871
	Iteration 33Q: 3 clusters Score -1345889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1345912.125000 Penalty: 4514.192871
	Iteration 34Q: 3 clusters Score -1345912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1345935.125000 Penalty: 4514.192871
	Iteration 35Q: 3 clusters Score -1345935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1345948.250000 Penalty: 4514.192871
	Iteration 36Q: 3 clusters Score -1345948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1345959.625000 Penalty: 4514.192871
	Iteration 37Q: 3 clusters Score -1345960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1345980.125000 Penalty: 4514.192871
	Iteration 38Q: 3 clusters Score -1345980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1345990.250000 Penalty: 4514.192871
	Iteration 39Q: 3 clusters Score -1345990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1345994.500000 Penalty: 4514.192871
	Iteration 40F: 3 clusters Score -1345994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1346000.500000 Penalty: 4514.192871
	Iteration 41Q: 3 clusters Score -1346000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1346005.750000 Penalty: 4514.192871
	Iteration 42Q: 3 clusters Score -1346006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1346005.000000 Penalty: 4514.192871
	Iteration 43Q: 3 clusters Score -1346005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1346005.000000 Penalty: 4514.192871
	Iteration 44F: 3 clusters Score -1346005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Entering Unmasked Estep 
Score: -1615765.500000 Penalty: 2287.783447
	Iteration 0F: 2 clusters Score -1615766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1607941.250000 Penalty: 4575.566895
	Iteration 0F: 3 clusters Score -1607941 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1610279.375000 Penalty: 4575.566895
	Iteration 1F: 3 clusters Score -1610279 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1610889.875000 Penalty: 4575.566895
	Iteration 2F: 3 clusters Score -1610890 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1611538.125000 Penalty: 4575.566895
	Iteration 3F: 3 clusters Score -1611538 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1612134.875000 Penalty: 4575.566895
	Iteration 4F: 3 clusters Score -1612135 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1612633.625000 Penalty: 4575.566895
	Iteration 5F: 3 clusters Score -1612634 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1613017.500000 Penalty: 4575.566895
	Iteration 6F: 3 clusters Score -1613018 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1613331.500000 Penalty: 4575.566895
	Iteration 7Q: 3 clusters Score -1613332 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1613583.000000 Penalty: 4575.566895
	Iteration 8Q: 3 clusters Score -1613583 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1613785.125000 Penalty: 4575.566895
	Iteration 9Q: 3 clusters Score -1613785 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1613934.875000 Penalty: 4575.566895
	Iteration 10Q: 3 clusters Score -1613935 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1614038.125000 Penalty: 4575.566895
	Iteration 11Q: 3 clusters Score -1614038 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1614132.250000 Penalty: 4575.566895
	Iteration 12Q: 3 clusters Score -1614132 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1614203.750000 Penalty: 4575.566895
	Iteration 13Q: 3 clusters Score -1614204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1614274.750000 Penalty: 4575.566895
	Iteration 14Q: 3 clusters Score -1614275 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1614327.500000 Penalty: 4575.566895
	Iteration 15Q: 3 clusters Score -1614328 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1614372.125000 Penalty: 4575.566895
	Iteration 16Q: 3 clusters Score -1614372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1614410.625000 Penalty: 4575.566895
	Iteration 17Q: 3 clusters Score -1614411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1614440.750000 Penalty: 4575.566895
	Iteration 18Q: 3 clusters Score -1614441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1614461.250000 Penalty: 4575.566895
	Iteration 19Q: 3 clusters Score -1614461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1614475.750000 Penalty: 4575.566895
	Iteration 20F: 3 clusters Score -1614476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1614497.500000 Penalty: 4575.566895
	Iteration 21Q: 3 clusters Score -1614498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1614515.500000 Penalty: 4575.566895
	Iteration 22Q: 3 clusters Score -1614516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1614526.750000 Penalty: 4575.566895
	Iteration 23Q: 3 clusters Score -1614527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1614532.250000 Penalty: 4575.566895
	Iteration 24Q: 3 clusters Score -1614532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1614539.375000 Penalty: 4575.566895
	Iteration 25Q: 3 clusters Score -1614539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1614543.250000 Penalty: 4575.566895
	Iteration 26Q: 3 clusters Score -1614543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1614546.000000 Penalty: 4575.566895
	Iteration 27Q: 3 clusters Score -1614546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1614545.250000 Penalty: 4575.566895
	Iteration 28Q: 3 clusters Score -1614545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1614549.875000 Penalty: 4575.566895
	Iteration 29Q: 3 clusters Score -1614550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1614549.125000 Penalty: 4575.566895
	Iteration 30Q: 3 clusters Score -1614549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1614552.500000 Penalty: 4575.566895
	Iteration 31Q: 3 clusters Score -1614552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1614552.125000 Penalty: 4575.566895
	Iteration 32Q: 3 clusters Score -1614552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1614554.625000 Penalty: 4575.566895
	Iteration 33Q: 3 clusters Score -1614555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1614558.125000 Penalty: 4575.566895
	Iteration 34Q: 3 clusters Score -1614558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1614556.375000 Penalty: 4575.566895
	Iteration 35Q: 3 clusters Score -1614556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1614557.000000 Penalty: 4575.566895
	Iteration 36Q: 3 clusters Score -1614557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1614560.750000 Penalty: 4575.566895
	Iteration 37Q: 3 clusters Score -1614561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1614563.250000 Penalty: 4575.566895
	Iteration 38Q: 3 clusters Score -1614563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1614567.125000 Penalty: 4575.566895
	Iteration 39Q: 3 clusters Score -1614567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1614573.750000 Penalty: 4575.566895
	Iteration 40F: 3 clusters Score -1614574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1614573.625000 Penalty: 4575.566895
	Iteration 41Q: 3 clusters Score -1614574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1614574.375000 Penalty: 4575.566895
	Iteration 42Q: 3 clusters Score -1614574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1614575.250000 Penalty: 4575.566895
	Iteration 43Q: 3 clusters Score -1614575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1614579.125000 Penalty: 4575.566895
	Iteration 44Q: 3 clusters Score -1614579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1614576.375000 Penalty: 4575.566895
	Iteration 45Q: 3 clusters Score -1614576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1614577.750000 Penalty: 4575.566895
	Iteration 46Q: 3 clusters Score -1614578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1614578.250000 Penalty: 4575.566895
	Iteration 47Q: 3 clusters Score -1614578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1614579.750000 Penalty: 4575.566895
	Iteration 48Q: 3 clusters Score -1614580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1614581.250000 Penalty: 4575.566895
	Iteration 49Q: 3 clusters Score -1614581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1614581.750000 Penalty: 4575.566895
	Iteration 50Q: 3 clusters Score -1614582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1614580.875000 Penalty: 4575.566895
	Iteration 51Q: 3 clusters Score -1614581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1614580.875000 Penalty: 4575.566895
	Iteration 52F: 3 clusters Score -1614581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Entering Unmasked Estep 
Score: -3978275.000000 Penalty: 2512.206787
	Iteration 0F: 2 clusters Score -3978275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3960942.250000 Penalty: 5024.413574
	Iteration 0F: 3 clusters Score -3960942 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3966943.000000 Penalty: 5024.413574
	Iteration 1F: 3 clusters Score -3966943 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3967317.000000 Penalty: 5024.413574
	Iteration 2Q: 3 clusters Score -3967317 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3967685.750000 Penalty: 5024.413574
	Iteration 3Q: 3 clusters Score -3967686 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3968013.750000 Penalty: 5024.413574
	Iteration 4Q: 3 clusters Score -3968014 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3968419.750000 Penalty: 5024.413574
	Iteration 5Q: 3 clusters Score -3968420 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3969050.250000 Penalty: 5024.413574
	Iteration 6Q: 3 clusters Score -3969050 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3969903.250000 Penalty: 5024.413574
	Iteration 7F: 3 clusters Score -3969903 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3971141.750000 Penalty: 5024.413574
	Iteration 8F: 3 clusters Score -3971142 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3972658.000000 Penalty: 5024.413574
	Iteration 9F: 3 clusters Score -3972658 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3974078.000000 Penalty: 5024.413574
	Iteration 10F: 3 clusters Score -3974078 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3975091.250000 Penalty: 5024.413574
	Iteration 11Q: 3 clusters Score -3975091 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3975655.500000 Penalty: 5024.413574
	Iteration 12Q: 3 clusters Score -3975656 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3976028.750000 Penalty: 5024.413574
	Iteration 13Q: 3 clusters Score -3976029 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3976213.250000 Penalty: 5024.413574
	Iteration 14Q: 3 clusters Score -3976213 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3976292.000000 Penalty: 5024.413574
	Iteration 15Q: 3 clusters Score -3976292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3976348.000000 Penalty: 5024.413574
	Iteration 16Q: 3 clusters Score -3976348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3976378.500000 Penalty: 5024.413574
	Iteration 17Q: 3 clusters Score -3976378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3976405.500000 Penalty: 5024.413574
	Iteration 18Q: 3 clusters Score -3976406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3976423.750000 Penalty: 5024.413574
	Iteration 19Q: 3 clusters Score -3976424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3976443.500000 Penalty: 5024.413574
	Iteration 20F: 3 clusters Score -3976444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3976444.750000 Penalty: 5024.413574
	Iteration 21Q: 3 clusters Score -3976445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3976455.750000 Penalty: 5024.413574
	Iteration 22Q: 3 clusters Score -3976456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3976466.250000 Penalty: 5024.413574
	Iteration 23Q: 3 clusters Score -3976466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3976469.750000 Penalty: 5024.413574
	Iteration 24Q: 3 clusters Score -3976470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -3976469.750000 Penalty: 5024.413574
	Iteration 25F: 3 clusters Score -3976470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Entering Unmasked Estep 
Score: -1464789.125000 Penalty: 2268.977539
	Iteration 0F: 2 clusters Score -1464789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1457496.125000 Penalty: 4537.955078
	Iteration 0F: 3 clusters Score -1457496 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1459550.125000 Penalty: 4537.955078
	Iteration 1F: 3 clusters Score -1459550 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1459829.500000 Penalty: 4537.955078
	Iteration 2F: 3 clusters Score -1459830 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1460040.625000 Penalty: 4537.955078
	Iteration 3Q: 3 clusters Score -1460041 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1460178.625000 Penalty: 4537.955078
	Iteration 4Q: 3 clusters Score -1460179 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1460299.250000 Penalty: 4537.955078
	Iteration 5Q: 3 clusters Score -1460299 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1460397.500000 Penalty: 4537.955078
	Iteration 6Q: 3 clusters Score -1460398 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1460491.875000 Penalty: 4537.955078
	Iteration 7Q: 3 clusters Score -1460492 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1460580.125000 Penalty: 4537.955078
	Iteration 8Q: 3 clusters Score -1460580 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1460677.000000 Penalty: 4537.955078
	Iteration 9Q: 3 clusters Score -1460677 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1460778.000000 Penalty: 4537.955078
	Iteration 10Q: 3 clusters Score -1460778 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1460908.625000 Penalty: 4537.955078
	Iteration 11Q: 3 clusters Score -1460909 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1461027.625000 Penalty: 4537.955078
	Iteration 12Q: 3 clusters Score -1461028 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1461158.000000 Penalty: 4537.955078
	Iteration 13Q: 3 clusters Score -1461158 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1461296.000000 Penalty: 4537.955078
	Iteration 14Q: 3 clusters Score -1461296 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1461438.875000 Penalty: 4537.955078
	Iteration 15Q: 3 clusters Score -1461439 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1461584.875000 Penalty: 4537.955078
	Iteration 16Q: 3 clusters Score -1461585 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1461739.500000 Penalty: 4537.955078
	Iteration 17Q: 3 clusters Score -1461740 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1461874.500000 Penalty: 4537.955078
	Iteration 18Q: 3 clusters Score -1461874 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1462025.375000 Penalty: 4537.955078
	Iteration 19Q: 3 clusters Score -1462025 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1462152.125000 Penalty: 4537.955078
	Iteration 20F: 3 clusters Score -1462152 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1462252.000000 Penalty: 4537.955078
	Iteration 21Q: 3 clusters Score -1462252 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1462349.000000 Penalty: 4537.955078
	Iteration 22Q: 3 clusters Score -1462349 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1462418.500000 Penalty: 4537.955078
	Iteration 23Q: 3 clusters Score -1462418 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1462497.500000 Penalty: 4537.955078
	Iteration 24Q: 3 clusters Score -1462498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1462561.375000 Penalty: 4537.955078
	Iteration 25Q: 3 clusters Score -1462561 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1462596.500000 Penalty: 4537.955078
	Iteration 26Q: 3 clusters Score -1462596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1462640.875000 Penalty: 4537.955078
	Iteration 27Q: 3 clusters Score -1462641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1462674.750000 Penalty: 4537.955078
	Iteration 28Q: 3 clusters Score -1462675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1462711.750000 Penalty: 4537.955078
	Iteration 29Q: 3 clusters Score -1462712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1462745.750000 Penalty: 4537.955078
	Iteration 30Q: 3 clusters Score -1462746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1462777.125000 Penalty: 4537.955078
	Iteration 31Q: 3 clusters Score -1462777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1462793.625000 Penalty: 4537.955078
	Iteration 32Q: 3 clusters Score -1462794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1462803.875000 Penalty: 4537.955078
	Iteration 33Q: 3 clusters Score -1462804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1462815.250000 Penalty: 4537.955078
	Iteration 34Q: 3 clusters Score -1462815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1462822.875000 Penalty: 4537.955078
	Iteration 35Q: 3 clusters Score -1462823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1462826.125000 Penalty: 4537.955078
	Iteration 36Q: 3 clusters Score -1462826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1462826.000000 Penalty: 4537.955078
	Iteration 37Q: 3 clusters Score -1462826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1462830.000000 Penalty: 4537.955078
	Iteration 38Q: 3 clusters Score -1462830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1462833.375000 Penalty: 4537.955078
	Iteration 39Q: 3 clusters Score -1462833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1462840.000000 Penalty: 4537.955078
	Iteration 40F: 3 clusters Score -1462840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1462842.875000 Penalty: 4537.955078
	Iteration 41Q: 3 clusters Score -1462843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1462844.000000 Penalty: 4537.955078
	Iteration 42Q: 3 clusters Score -1462844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1462845.375000 Penalty: 4537.955078
	Iteration 43Q: 3 clusters Score -1462845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1462846.000000 Penalty: 4537.955078
	Iteration 44Q: 3 clusters Score -1462846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1462845.250000 Penalty: 4537.955078
	Iteration 45Q: 3 clusters Score -1462845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1462847.375000 Penalty: 4537.955078
	Iteration 46Q: 3 clusters Score -1462847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1462858.000000 Penalty: 4537.955078
	Iteration 47Q: 3 clusters Score -1462858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1462866.750000 Penalty: 4537.955078
	Iteration 48Q: 3 clusters Score -1462867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1462872.625000 Penalty: 4537.955078
	Iteration 49Q: 3 clusters Score -1462873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1462874.250000 Penalty: 4537.955078
	Iteration 50Q: 3 clusters Score -1462874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1462879.125000 Penalty: 4537.955078
	Iteration 51Q: 3 clusters Score -1462879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1462881.000000 Penalty: 4537.955078
	Iteration 52Q: 3 clusters Score -1462881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1462885.750000 Penalty: 4537.955078
	Iteration 53Q: 3 clusters Score -1462886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1462887.000000 Penalty: 4537.955078
	Iteration 54Q: 3 clusters Score -1462887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1462887.000000 Penalty: 4537.955078
	Iteration 55F: 3 clusters Score -1462887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (126584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126584 members 
Entering Unmasked Estep 
Score: -19902694.000000 Penalty: 2913.667969
	Iteration 0F: 2 clusters Score -1.990269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -19822080.000000 Penalty: 5827.335938
	Iteration 0F: 3 clusters Score -1.982208e+07 nChanged 60123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -19856592.000000 Penalty: 5827.335938
	Iteration 1F: 3 clusters Score -1.985659e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -19857452.000000 Penalty: 5827.335938
	Iteration 2Q: 3 clusters Score -1.985745e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 60612 members 
Entering Unmasked Estep 
Score: -19858776.000000 Penalty: 5827.335938
	Iteration 3Q: 3 clusters Score -1.985878e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 59167 members 
Entering Unmasked Estep 
Score: -19860704.000000 Penalty: 5827.335938
	Iteration 4Q: 3 clusters Score -1.98607e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -19863426.000000 Penalty: 5827.335938
	Iteration 5Q: 3 clusters Score -1.986343e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -19867078.000000 Penalty: 5827.335938
	Iteration 6Q: 3 clusters Score -1.986708e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -19871148.000000 Penalty: 5827.335938
	Iteration 7F: 3 clusters Score -1.987115e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -19875306.000000 Penalty: 5827.335938
	Iteration 8F: 3 clusters Score -1.987531e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81813 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -19879164.000000 Penalty: 5827.335938
	Iteration 9F: 3 clusters Score -1.987916e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -19882454.000000 Penalty: 5827.335938
	Iteration 10Q: 3 clusters Score -1.988245e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -19885378.000000 Penalty: 5827.335938
	Iteration 11Q: 3 clusters Score -1.988538e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -19887450.000000 Penalty: 5827.335938
	Iteration 12Q: 3 clusters Score -1.988745e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -19889176.000000 Penalty: 5827.335938
	Iteration 13Q: 3 clusters Score -1.988918e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95482 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -19890686.000000 Penalty: 5827.335938
	Iteration 14Q: 3 clusters Score -1.989069e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97448 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -19891720.000000 Penalty: 5827.335938
	Iteration 15Q: 3 clusters Score -1.989172e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -19892534.000000 Penalty: 5827.335938
	Iteration 16Q: 3 clusters Score -1.989253e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -19893000.000000 Penalty: 5827.335938
	Iteration 17Q: 3 clusters Score -1.9893e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102320 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -19893494.000000 Penalty: 5827.335938
	Iteration 18Q: 3 clusters Score -1.989349e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103811 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -19893964.000000 Penalty: 5827.335938
	Iteration 19Q: 3 clusters Score -1.989396e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -19894358.000000 Penalty: 5827.335938
	Iteration 20F: 3 clusters Score -1.989436e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106510 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -19894682.000000 Penalty: 5827.335938
	Iteration 21Q: 3 clusters Score -1.989468e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -19895032.000000 Penalty: 5827.335938
	Iteration 22Q: 3 clusters Score -1.989503e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108969 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -19895310.000000 Penalty: 5827.335938
	Iteration 23Q: 3 clusters Score -1.989531e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -19895674.000000 Penalty: 5827.335938
	Iteration 24Q: 3 clusters Score -1.989567e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111234 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -19895960.000000 Penalty: 5827.335938
	Iteration 25Q: 3 clusters Score -1.989596e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -19896272.000000 Penalty: 5827.335938
	Iteration 26Q: 3 clusters Score -1.989627e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -19896540.000000 Penalty: 5827.335938
	Iteration 27Q: 3 clusters Score -1.989654e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114166 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -19896780.000000 Penalty: 5827.335938
	Iteration 28Q: 3 clusters Score -1.989678e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -19896912.000000 Penalty: 5827.335938
	Iteration 29Q: 3 clusters Score -1.989691e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115846 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -19897148.000000 Penalty: 5827.335938
	Iteration 30Q: 3 clusters Score -1.989715e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -19897354.000000 Penalty: 5827.335938
	Iteration 31Q: 3 clusters Score -1.989735e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117250 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -19897540.000000 Penalty: 5827.335938
	Iteration 32Q: 3 clusters Score -1.989754e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117896 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -19897778.000000 Penalty: 5827.335938
	Iteration 33Q: 3 clusters Score -1.989778e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118488 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -19898014.000000 Penalty: 5827.335938
	Iteration 34Q: 3 clusters Score -1.989801e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119063 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -19898130.000000 Penalty: 5827.335938
	Iteration 35Q: 3 clusters Score -1.989813e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119581 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -19898290.000000 Penalty: 5827.335938
	Iteration 36Q: 3 clusters Score -1.989829e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120052 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -19898346.000000 Penalty: 5827.335938
	Iteration 37Q: 3 clusters Score -1.989835e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120481 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -19898452.000000 Penalty: 5827.335938
	Iteration 38Q: 3 clusters Score -1.989845e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120848 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -19898556.000000 Penalty: 5827.335938
	Iteration 39Q: 3 clusters Score -1.989856e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -19898678.000000 Penalty: 5827.335938
	Iteration 40F: 3 clusters Score -1.989868e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -19898836.000000 Penalty: 5827.335938
	Iteration 41Q: 3 clusters Score -1.989884e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121842 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -19898910.000000 Penalty: 5827.335938
	Iteration 42Q: 3 clusters Score -1.989891e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122118 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -19899036.000000 Penalty: 5827.335938
	Iteration 43Q: 3 clusters Score -1.989904e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122378 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -19899212.000000 Penalty: 5827.335938
	Iteration 44Q: 3 clusters Score -1.989921e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122629 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -19899310.000000 Penalty: 5827.335938
	Iteration 45Q: 3 clusters Score -1.989931e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122857 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -19899408.000000 Penalty: 5827.335938
	Iteration 46Q: 3 clusters Score -1.989941e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -19899490.000000 Penalty: 5827.335938
	Iteration 47Q: 3 clusters Score -1.989949e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -19899520.000000 Penalty: 5827.335938
	Iteration 48Q: 3 clusters Score -1.989952e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123386 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -19899516.000000 Penalty: 5827.335938
	Iteration 49Q: 3 clusters Score -1.989952e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -19899584.000000 Penalty: 5827.335938
	Iteration 50Q: 3 clusters Score -1.989958e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123676 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -19899704.000000 Penalty: 5827.335938
	Iteration 51Q: 3 clusters Score -1.98997e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123811 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -19899744.000000 Penalty: 5827.335938
	Iteration 52Q: 3 clusters Score -1.989974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123918 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -19899754.000000 Penalty: 5827.335938
	Iteration 53Q: 3 clusters Score -1.989975e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -19899792.000000 Penalty: 5827.335938
	Iteration 54Q: 3 clusters Score -1.989979e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124076 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -19899806.000000 Penalty: 5827.335938
	Iteration 55Q: 3 clusters Score -1.989981e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124143 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -19899838.000000 Penalty: 5827.335938
	Iteration 56Q: 3 clusters Score -1.989984e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124206 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -19899858.000000 Penalty: 5827.335938
	Iteration 57Q: 3 clusters Score -1.989986e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124265 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19899850.000000 Penalty: 5827.335938
	Iteration 58Q: 3 clusters Score -1.989985e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124321 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -19899884.000000 Penalty: 5827.335938
	Iteration 59Q: 3 clusters Score -1.989988e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124380 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -19899918.000000 Penalty: 5827.335938
	Iteration 60F: 3 clusters Score -1.989992e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124440 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -19899938.000000 Penalty: 5827.335938
	Iteration 61Q: 3 clusters Score -1.989994e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124492 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -19899952.000000 Penalty: 5827.335938
	Iteration 62Q: 3 clusters Score -1.989995e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124554 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -19899960.000000 Penalty: 5827.335938
	Iteration 63Q: 3 clusters Score -1.989996e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124611 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -19899952.000000 Penalty: 5827.335938
	Iteration 64Q: 3 clusters Score -1.989995e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124656 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -19899954.000000 Penalty: 5827.335938
	Iteration 65Q: 3 clusters Score -1.989995e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124703 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -19899980.000000 Penalty: 5827.335938
	Iteration 66Q: 3 clusters Score -1.989998e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124738 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -19900000.000000 Penalty: 5827.335938
	Iteration 67Q: 3 clusters Score -1.99e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124767 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -19900014.000000 Penalty: 5827.335938
	Iteration 68Q: 3 clusters Score -1.990001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124806 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19900052.000000 Penalty: 5827.335938
	Iteration 69Q: 3 clusters Score -1.990005e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124833 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19900074.000000 Penalty: 5827.335938
	Iteration 70Q: 3 clusters Score -1.990007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124857 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -19900074.000000 Penalty: 5827.335938
	Iteration 71Q: 3 clusters Score -1.990007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124874 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -19900076.000000 Penalty: 5827.335938
	Iteration 72Q: 3 clusters Score -1.990008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124893 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -19900096.000000 Penalty: 5827.335938
	Iteration 73Q: 3 clusters Score -1.99001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124907 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19900108.000000 Penalty: 5827.335938
	Iteration 74Q: 3 clusters Score -1.990011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124924 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -19900090.000000 Penalty: 5827.335938
	Iteration 75Q: 3 clusters Score -1.990009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124938 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -19900096.000000 Penalty: 5827.335938
	Iteration 76Q: 3 clusters Score -1.99001e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124949 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -19900116.000000 Penalty: 5827.335938
	Iteration 77Q: 3 clusters Score -1.990012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -19900126.000000 Penalty: 5827.335938
	Iteration 78Q: 3 clusters Score -1.990013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124968 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19900118.000000 Penalty: 5827.335938
	Iteration 79Q: 3 clusters Score -1.990012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124979 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -19900130.000000 Penalty: 5827.335938
	Iteration 80F: 3 clusters Score -1.990013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124996 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -19900106.000000 Penalty: 5827.335938
	Iteration 81Q: 3 clusters Score -1.990011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125010 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19900124.000000 Penalty: 5827.335938
	Iteration 82Q: 3 clusters Score -1.990012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125018 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -19900122.000000 Penalty: 5827.335938
	Iteration 83Q: 3 clusters Score -1.990012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125024 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19900120.000000 Penalty: 5827.335938
	Iteration 84Q: 3 clusters Score -1.990012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125031 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -19900126.000000 Penalty: 5827.335938
	Iteration 85Q: 3 clusters Score -1.990013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125035 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -19900124.000000 Penalty: 5827.335938
	Iteration 86Q: 3 clusters Score -1.990012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -19900126.000000 Penalty: 5827.335938
	Iteration 87Q: 3 clusters Score -1.990013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125046 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -19900128.000000 Penalty: 5827.335938
	Iteration 88Q: 3 clusters Score -1.990013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -19900128.000000 Penalty: 5827.335938
	Iteration 89Q: 3 clusters Score -1.990013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -19900134.000000 Penalty: 5827.335938
	Iteration 90Q: 3 clusters Score -1.990013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125054 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -19900118.000000 Penalty: 5827.335938
	Iteration 91Q: 3 clusters Score -1.990012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125061 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -19900130.000000 Penalty: 5827.335938
	Iteration 92Q: 3 clusters Score -1.990013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125065 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19900124.000000 Penalty: 5827.335938
	Iteration 93Q: 3 clusters Score -1.990012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -19900130.000000 Penalty: 5827.335938
	Iteration 94Q: 3 clusters Score -1.990013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125073 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -19900124.000000 Penalty: 5827.335938
	Iteration 95Q: 3 clusters Score -1.990012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125082 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -19900130.000000 Penalty: 5827.335938
	Iteration 96Q: 3 clusters Score -1.990013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19900146.000000 Penalty: 5827.335938
	Iteration 97Q: 3 clusters Score -1.990015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125104 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19900140.000000 Penalty: 5827.335938
	Iteration 98Q: 3 clusters Score -1.990014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19900152.000000 Penalty: 5827.335938
	Iteration 99Q: 3 clusters Score -1.990015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125120 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -19900156.000000 Penalty: 5827.335938
	Iteration 100F: 3 clusters Score -1.990016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19900164.000000 Penalty: 5827.335938
	Iteration 101Q: 3 clusters Score -1.990016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125145 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -19900178.000000 Penalty: 5827.335938
	Iteration 102Q: 3 clusters Score -1.990018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125155 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19900172.000000 Penalty: 5827.335938
	Iteration 103Q: 3 clusters Score -1.990017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -19900180.000000 Penalty: 5827.335938
	Iteration 104Q: 3 clusters Score -1.990018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -19900180.000000 Penalty: 5827.335938
	Iteration 105Q: 3 clusters Score -1.990018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125180 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -19900176.000000 Penalty: 5827.335938
	Iteration 106Q: 3 clusters Score -1.990018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125188 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -19900208.000000 Penalty: 5827.335938
	Iteration 107Q: 3 clusters Score -1.990021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125199 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -19900202.000000 Penalty: 5827.335938
	Iteration 108Q: 3 clusters Score -1.99002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125202 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -19900192.000000 Penalty: 5827.335938
	Iteration 109Q: 3 clusters Score -1.990019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125207 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19900224.000000 Penalty: 5827.335938
	Iteration 110Q: 3 clusters Score -1.990022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -19900230.000000 Penalty: 5827.335938
	Iteration 111Q: 3 clusters Score -1.990023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19900238.000000 Penalty: 5827.335938
	Iteration 112Q: 3 clusters Score -1.990024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125233 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -19900250.000000 Penalty: 5827.335938
	Iteration 113Q: 3 clusters Score -1.990025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19900256.000000 Penalty: 5827.335938
	Iteration 114Q: 3 clusters Score -1.990026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125235 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19900258.000000 Penalty: 5827.335938
	Iteration 115Q: 3 clusters Score -1.990026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125238 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -19900254.000000 Penalty: 5827.335938
	Iteration 116Q: 3 clusters Score -1.990025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125239 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -19900254.000000 Penalty: 5827.335938
	Iteration 117Q: 3 clusters Score -1.990025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -19900246.000000 Penalty: 5827.335938
	Iteration 118Q: 3 clusters Score -1.990025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125241 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19900236.000000 Penalty: 5827.335938
	Iteration 119Q: 3 clusters Score -1.990024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125241 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19900236.000000 Penalty: 5827.335938
	Iteration 120F: 3 clusters Score -1.990024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -259257.484375 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -259257.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -256807.078125 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -256807.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -257193.281250 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -257193.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -257286.859375 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -257286.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -257350.656250 Penalty: 3696.966553
	Iteration 3Q: 3 clusters Score -257350.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -257392.156250 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -257392.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -257423.531250 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -257423.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -257450.218750 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -257450.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -257495.687500 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -257495.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -257529.015625 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -257529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -257545.578125 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -257545.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -257560.125000 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -257560.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -257571.750000 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -257571.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -257579.312500 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -257579.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -257587.796875 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -257587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -257595.484375 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -257595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -257600.750000 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -257600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -257603.218750 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -257603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -257605.125000 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -257605.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -257606.921875 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -257606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -257607.609375 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -257607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -257608.609375 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -257608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -257610.046875 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -257610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -257610.640625 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -257610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -257610.640625 Penalty: 3696.966553
	Iteration 23F: 3 clusters Score -257610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -61267.496094 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -61267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -59880.179688 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -59880.18 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60139.164062 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -60139.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60271.324219 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -60271.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -60356.882812 Penalty: 3019.040283
	Iteration 3F: 3 clusters Score -60356.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -60443.238281 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -60443.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -60469.851562 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -60469.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -60479.773438 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -60479.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -60479.773438 Penalty: 3019.040283
	Iteration 7F: 3 clusters Score -60479.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Entering Unmasked Estep 
Score: -2009141.125000 Penalty: 2350.903809
	Iteration 0F: 2 clusters Score -2009141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1999462.500000 Penalty: 4701.807617
	Iteration 0F: 3 clusters Score -1999462 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2002783.750000 Penalty: 4701.807617
	Iteration 1F: 3 clusters Score -2002784 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2003446.375000 Penalty: 4701.807617
	Iteration 2F: 3 clusters Score -2003446 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2004160.375000 Penalty: 4701.807617
	Iteration 3F: 3 clusters Score -2004160 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2004918.125000 Penalty: 4701.807617
	Iteration 4F: 3 clusters Score -2004918 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2005683.500000 Penalty: 4701.807617
	Iteration 5F: 3 clusters Score -2005684 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2006326.875000 Penalty: 4701.807617
	Iteration 6F: 3 clusters Score -2006327 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2006892.875000 Penalty: 4701.807617
	Iteration 7F: 3 clusters Score -2006893 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2007378.375000 Penalty: 4701.807617
	Iteration 8Q: 3 clusters Score -2007378 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2007695.625000 Penalty: 4701.807617
	Iteration 9Q: 3 clusters Score -2007696 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2007921.875000 Penalty: 4701.807617
	Iteration 10Q: 3 clusters Score -2007922 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2008040.875000 Penalty: 4701.807617
	Iteration 11Q: 3 clusters Score -2008041 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2008116.125000 Penalty: 4701.807617
	Iteration 12Q: 3 clusters Score -2008116 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2008158.250000 Penalty: 4701.807617
	Iteration 13Q: 3 clusters Score -2008158 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2008207.000000 Penalty: 4701.807617
	Iteration 14Q: 3 clusters Score -2008207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2008220.625000 Penalty: 4701.807617
	Iteration 15Q: 3 clusters Score -2008221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2008247.750000 Penalty: 4701.807617
	Iteration 16Q: 3 clusters Score -2008248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2008256.625000 Penalty: 4701.807617
	Iteration 17Q: 3 clusters Score -2008257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2008264.750000 Penalty: 4701.807617
	Iteration 18Q: 3 clusters Score -2008265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2008270.125000 Penalty: 4701.807617
	Iteration 19Q: 3 clusters Score -2008270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2008273.875000 Penalty: 4701.807617
	Iteration 20F: 3 clusters Score -2008274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2008281.625000 Penalty: 4701.807617
	Iteration 21Q: 3 clusters Score -2008282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2008287.250000 Penalty: 4701.807617
	Iteration 22Q: 3 clusters Score -2008287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2008292.375000 Penalty: 4701.807617
	Iteration 23Q: 3 clusters Score -2008292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2008293.000000 Penalty: 4701.807617
	Iteration 24Q: 3 clusters Score -2008293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2008296.625000 Penalty: 4701.807617
	Iteration 25Q: 3 clusters Score -2008297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2008299.875000 Penalty: 4701.807617
	Iteration 26Q: 3 clusters Score -2008300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2008301.500000 Penalty: 4701.807617
	Iteration 27Q: 3 clusters Score -2008302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2008299.125000 Penalty: 4701.807617
	Iteration 28Q: 3 clusters Score -2008299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2008300.750000 Penalty: 4701.807617
	Iteration 29Q: 3 clusters Score -2008301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2008305.000000 Penalty: 4701.807617
	Iteration 30Q: 3 clusters Score -2008305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2008302.375000 Penalty: 4701.807617
	Iteration 31Q: 3 clusters Score -2008302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2008308.625000 Penalty: 4701.807617
	Iteration 32Q: 3 clusters Score -2008309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2008312.625000 Penalty: 4701.807617
	Iteration 33Q: 3 clusters Score -2008313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2008317.375000 Penalty: 4701.807617
	Iteration 34Q: 3 clusters Score -2008317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2008317.250000 Penalty: 4701.807617
	Iteration 35Q: 3 clusters Score -2008317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2008317.125000 Penalty: 4701.807617
	Iteration 36Q: 3 clusters Score -2008317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2008319.125000 Penalty: 4701.807617
	Iteration 37Q: 3 clusters Score -2008319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2008326.500000 Penalty: 4701.807617
	Iteration 38Q: 3 clusters Score -2008326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2008321.125000 Penalty: 4701.807617
	Iteration 39Q: 3 clusters Score -2008321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2008323.625000 Penalty: 4701.807617
	Iteration 40F: 3 clusters Score -2008324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2008323.625000 Penalty: 4701.807617
	Iteration 41Q: 3 clusters Score -2008324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2008323.625000 Penalty: 4701.807617
	Iteration 42Q: 3 clusters Score -2008324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2008322.250000 Penalty: 4701.807617
	Iteration 43Q: 3 clusters Score -2008322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2008323.375000 Penalty: 4701.807617
	Iteration 44Q: 3 clusters Score -2008323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2008323.375000 Penalty: 4701.807617
	Iteration 45F: 3 clusters Score -2008323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -56899.480469 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -56899.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55444.757812 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -55444.76 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55643.113281 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -55643.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55726.019531 Penalty: 3017.911621
	Iteration 2F: 3 clusters Score -55726.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55778.425781 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -55778.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55814.992188 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -55814.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55830.851562 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -55830.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55842.574219 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -55842.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55852.406250 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -55852.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55858.441406 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -55858.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55859.656250 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -55859.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55861.316406 Penalty: 3017.911621
	Iteration 10Q: 3 clusters Score -55861.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55861.316406 Penalty: 3017.911621
	Iteration 11F: 3 clusters Score -55861.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Entering Unmasked Estep 
Score: -4468080.500000 Penalty: 2547.733154
	Iteration 0F: 2 clusters Score -4468080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -4448149.000000 Penalty: 5095.466309
	Iteration 0F: 3 clusters Score -4448149 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4455313.000000 Penalty: 5095.466309
	Iteration 1F: 3 clusters Score -4455313 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4455818.000000 Penalty: 5095.466309
	Iteration 2F: 3 clusters Score -4455818 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4456279.500000 Penalty: 5095.466309
	Iteration 3Q: 3 clusters Score -4456280 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4456754.000000 Penalty: 5095.466309
	Iteration 4Q: 3 clusters Score -4456754 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4457288.000000 Penalty: 5095.466309
	Iteration 5Q: 3 clusters Score -4457288 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4458109.000000 Penalty: 5095.466309
	Iteration 6F: 3 clusters Score -4458109 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -4459222.000000 Penalty: 5095.466309
	Iteration 7F: 3 clusters Score -4459222 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4460785.000000 Penalty: 5095.466309
	Iteration 8F: 3 clusters Score -4460785 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4462632.500000 Penalty: 5095.466309
	Iteration 9F: 3 clusters Score -4462632 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4464183.500000 Penalty: 5095.466309
	Iteration 10F: 3 clusters Score -4464184 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4465142.000000 Penalty: 5095.466309
	Iteration 11Q: 3 clusters Score -4465142 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4465568.500000 Penalty: 5095.466309
	Iteration 12Q: 3 clusters Score -4465568 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4465734.000000 Penalty: 5095.466309
	Iteration 13Q: 3 clusters Score -4465734 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4465822.500000 Penalty: 5095.466309
	Iteration 14Q: 3 clusters Score -4465822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4465858.500000 Penalty: 5095.466309
	Iteration 15Q: 3 clusters Score -4465858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4465875.000000 Penalty: 5095.466309
	Iteration 16Q: 3 clusters Score -4465875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4465888.500000 Penalty: 5095.466309
	Iteration 17Q: 3 clusters Score -4465888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4465898.000000 Penalty: 5095.466309
	Iteration 18Q: 3 clusters Score -4465898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4465898.500000 Penalty: 5095.466309
	Iteration 19Q: 3 clusters Score -4465898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4465897.500000 Penalty: 5095.466309
	Iteration 20F: 3 clusters Score -4465898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4465899.000000 Penalty: 5095.466309
	Iteration 21Q: 3 clusters Score -4465899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4465904.000000 Penalty: 5095.466309
	Iteration 22Q: 3 clusters Score -4465904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4465914.500000 Penalty: 5095.466309
	Iteration 23Q: 3 clusters Score -4465914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4465909.500000 Penalty: 5095.466309
	Iteration 24Q: 3 clusters Score -4465910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4465913.000000 Penalty: 5095.466309
	Iteration 25Q: 3 clusters Score -4465913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4465913.000000 Penalty: 5095.466309
	Iteration 26F: 3 clusters Score -4465913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Entering Unmasked Estep 
Score: -954321.812500 Penalty: 2169.815674
	Iteration 0F: 2 clusters Score -954321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -948931.750000 Penalty: 4339.631348
	Iteration 0F: 3 clusters Score -948931.8 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -950414.187500 Penalty: 4339.631348
	Iteration 1F: 3 clusters Score -950414.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -950715.187500 Penalty: 4339.631348
	Iteration 2F: 3 clusters Score -950715.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -950944.812500 Penalty: 4339.631348
	Iteration 3F: 3 clusters Score -950944.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -951136.312500 Penalty: 4339.631348
	Iteration 4F: 3 clusters Score -951136.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -951357.500000 Penalty: 4339.631348
	Iteration 5Q: 3 clusters Score -951357.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -951617.562500 Penalty: 4339.631348
	Iteration 6F: 3 clusters Score -951617.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -951925.937500 Penalty: 4339.631348
	Iteration 7F: 3 clusters Score -951925.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -952229.437500 Penalty: 4339.631348
	Iteration 8F: 3 clusters Score -952229.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -952483.250000 Penalty: 4339.631348
	Iteration 9Q: 3 clusters Score -952483.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -952670.750000 Penalty: 4339.631348
	Iteration 10Q: 3 clusters Score -952670.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -952786.312500 Penalty: 4339.631348
	Iteration 11Q: 3 clusters Score -952786.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -952842.312500 Penalty: 4339.631348
	Iteration 12Q: 3 clusters Score -952842.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -952896.625000 Penalty: 4339.631348
	Iteration 13Q: 3 clusters Score -952896.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -952933.187500 Penalty: 4339.631348
	Iteration 14Q: 3 clusters Score -952933.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -952961.687500 Penalty: 4339.631348
	Iteration 15Q: 3 clusters Score -952961.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -952975.000000 Penalty: 4339.631348
	Iteration 16Q: 3 clusters Score -952975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -952990.250000 Penalty: 4339.631348
	Iteration 17Q: 3 clusters Score -952990.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -953003.062500 Penalty: 4339.631348
	Iteration 18Q: 3 clusters Score -953003.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -953010.062500 Penalty: 4339.631348
	Iteration 19Q: 3 clusters Score -953010.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -953018.187500 Penalty: 4339.631348
	Iteration 20F: 3 clusters Score -953018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -953025.125000 Penalty: 4339.631348
	Iteration 21Q: 3 clusters Score -953025.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -953032.312500 Penalty: 4339.631348
	Iteration 22Q: 3 clusters Score -953032.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -953036.687500 Penalty: 4339.631348
	Iteration 23Q: 3 clusters Score -953036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -953038.125000 Penalty: 4339.631348
	Iteration 24Q: 3 clusters Score -953038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -953040.500000 Penalty: 4339.631348
	Iteration 25Q: 3 clusters Score -953040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -953040.187500 Penalty: 4339.631348
	Iteration 26Q: 3 clusters Score -953040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -953040.375000 Penalty: 4339.631348
	Iteration 27Q: 3 clusters Score -953040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -953041.000000 Penalty: 4339.631348
	Iteration 28Q: 3 clusters Score -953041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -953040.562500 Penalty: 4339.631348
	Iteration 29Q: 3 clusters Score -953040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -953040.125000 Penalty: 4339.631348
	Iteration 30Q: 3 clusters Score -953040.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -953041.500000 Penalty: 4339.631348
	Iteration 31Q: 3 clusters Score -953041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -953042.812500 Penalty: 4339.631348
	Iteration 32Q: 3 clusters Score -953042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -953042.125000 Penalty: 4339.631348
	Iteration 33Q: 3 clusters Score -953042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -953042.187500 Penalty: 4339.631348
	Iteration 34Q: 3 clusters Score -953042.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -953042.187500 Penalty: 4339.631348
	Iteration 35F: 3 clusters Score -953042.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -416840.125000 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -416840.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -413769.343750 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -413769.3 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -414448.500000 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -414448.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -414712.500000 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -414712.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -415115.781250 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -415115.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -415542.593750 Penalty: 3940.819580
	Iteration 4F: 3 clusters Score -415542.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -415904.750000 Penalty: 3940.819580
	Iteration 5F: 3 clusters Score -415904.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -416197.000000 Penalty: 3940.819580
	Iteration 6F: 3 clusters Score -416197 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -416311.906250 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -416311.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -416363.625000 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -416363.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -416408.062500 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -416408.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -416431.062500 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -416431.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -416441.812500 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -416441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -416447.156250 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -416447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -416451.750000 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -416451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -416452.187500 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -416452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -416452.968750 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -416453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -416454.656250 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -416454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -416456.156250 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -416456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -416458.093750 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -416458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -416458.968750 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -416459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -416461.593750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -416461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -416462.593750 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -416462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -416462.000000 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -416462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -416462.000000 Penalty: 3940.819580
	Iteration 23F: 3 clusters Score -416462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -280789.093750 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -280789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -278273.687500 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -278273.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -278657.125000 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -278657.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -278754.406250 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -278754.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -278825.281250 Penalty: 3711.131104
	Iteration 3Q: 3 clusters Score -278825.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -278882.250000 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -278882.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -278925.062500 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -278925.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -278950.062500 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -278950.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -278962.281250 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -278962.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -278972.343750 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -278972.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -278982.468750 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -278982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -278987.718750 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -278987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -278991.218750 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -278991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -278994.687500 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -278994.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -278997.625000 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -278997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -278998.875000 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -278998.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -278998.875000 Penalty: 3711.131104
	Iteration 15F: 3 clusters Score -278998.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Entering Unmasked Estep 
Score: -3049646.250000 Penalty: 2450.129395
	Iteration 0F: 2 clusters Score -3049646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -3035984.250000 Penalty: 4900.258789
	Iteration 0F: 3 clusters Score -3035984 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3040647.000000 Penalty: 4900.258789
	Iteration 1F: 3 clusters Score -3040647 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3041176.500000 Penalty: 4900.258789
	Iteration 2F: 3 clusters Score -3041176 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3041806.000000 Penalty: 4900.258789
	Iteration 3F: 3 clusters Score -3041806 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3042700.250000 Penalty: 4900.258789
	Iteration 4F: 3 clusters Score -3042700 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3043974.000000 Penalty: 4900.258789
	Iteration 5F: 3 clusters Score -3043974 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3045247.000000 Penalty: 4900.258789
	Iteration 6F: 3 clusters Score -3045247 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3046399.750000 Penalty: 4900.258789
	Iteration 7F: 3 clusters Score -3046400 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3047221.000000 Penalty: 4900.258789
	Iteration 8Q: 3 clusters Score -3047221 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3047855.500000 Penalty: 4900.258789
	Iteration 9Q: 3 clusters Score -3047856 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3048233.000000 Penalty: 4900.258789
	Iteration 10Q: 3 clusters Score -3048233 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3048401.250000 Penalty: 4900.258789
	Iteration 11Q: 3 clusters Score -3048401 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3048480.500000 Penalty: 4900.258789
	Iteration 12Q: 3 clusters Score -3048480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3048528.250000 Penalty: 4900.258789
	Iteration 13Q: 3 clusters Score -3048528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3048567.250000 Penalty: 4900.258789
	Iteration 14Q: 3 clusters Score -3048567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3048610.500000 Penalty: 4900.258789
	Iteration 15Q: 3 clusters Score -3048610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3048628.000000 Penalty: 4900.258789
	Iteration 16Q: 3 clusters Score -3048628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3048664.750000 Penalty: 4900.258789
	Iteration 17Q: 3 clusters Score -3048665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3048692.250000 Penalty: 4900.258789
	Iteration 18Q: 3 clusters Score -3048692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3048699.750000 Penalty: 4900.258789
	Iteration 19Q: 3 clusters Score -3048700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3048714.750000 Penalty: 4900.258789
	Iteration 20F: 3 clusters Score -3048715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3048732.000000 Penalty: 4900.258789
	Iteration 21Q: 3 clusters Score -3048732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3048739.500000 Penalty: 4900.258789
	Iteration 22Q: 3 clusters Score -3048740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3048745.750000 Penalty: 4900.258789
	Iteration 23Q: 3 clusters Score -3048746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3048750.750000 Penalty: 4900.258789
	Iteration 24Q: 3 clusters Score -3048751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3048760.750000 Penalty: 4900.258789
	Iteration 25Q: 3 clusters Score -3048761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3048757.250000 Penalty: 4900.258789
	Iteration 26Q: 3 clusters Score -3048757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3048775.750000 Penalty: 4900.258789
	Iteration 27Q: 3 clusters Score -3048776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3048772.500000 Penalty: 4900.258789
	Iteration 28Q: 3 clusters Score -3048772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3048783.250000 Penalty: 4900.258789
	Iteration 29Q: 3 clusters Score -3048783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3048781.750000 Penalty: 4900.258789
	Iteration 30Q: 3 clusters Score -3048782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3048788.250000 Penalty: 4900.258789
	Iteration 31Q: 3 clusters Score -3048788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3048792.500000 Penalty: 4900.258789
	Iteration 32Q: 3 clusters Score -3048792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3048794.000000 Penalty: 4900.258789
	Iteration 33Q: 3 clusters Score -3048794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3048793.000000 Penalty: 4900.258789
	Iteration 34Q: 3 clusters Score -3048793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3048794.750000 Penalty: 4900.258789
	Iteration 35Q: 3 clusters Score -3048795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3048789.750000 Penalty: 4900.258789
	Iteration 36Q: 3 clusters Score -3048790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3048797.000000 Penalty: 4900.258789
	Iteration 37Q: 3 clusters Score -3048797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3048797.000000 Penalty: 4900.258789
	Iteration 38Q: 3 clusters Score -3048797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3048797.000000 Penalty: 4900.258789
	Iteration 39F: 3 clusters Score -3048797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Entering Unmasked Estep 
Score: -5353277.500000 Penalty: 2591.604492
	Iteration 0F: 2 clusters Score -5353278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -5329754.000000 Penalty: 5183.208984
	Iteration 0F: 3 clusters Score -5329754 nChanged 15719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -5338330.500000 Penalty: 5183.208984
	Iteration 1F: 3 clusters Score -5338330 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -5338850.000000 Penalty: 5183.208984
	Iteration 2Q: 3 clusters Score -5338850 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -5339412.500000 Penalty: 5183.208984
	Iteration 3Q: 3 clusters Score -5339412 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -5340138.000000 Penalty: 5183.208984
	Iteration 4Q: 3 clusters Score -5340138 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -5341105.500000 Penalty: 5183.208984
	Iteration 5F: 3 clusters Score -5341106 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5342529.500000 Penalty: 5183.208984
	Iteration 6F: 3 clusters Score -5342530 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -5344422.500000 Penalty: 5183.208984
	Iteration 7F: 3 clusters Score -5344422 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5346604.000000 Penalty: 5183.208984
	Iteration 8F: 3 clusters Score -5346604 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5348483.000000 Penalty: 5183.208984
	Iteration 9F: 3 clusters Score -5348483 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5349672.500000 Penalty: 5183.208984
	Iteration 10Q: 3 clusters Score -5349672 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5350297.500000 Penalty: 5183.208984
	Iteration 11Q: 3 clusters Score -5350298 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5350618.000000 Penalty: 5183.208984
	Iteration 12Q: 3 clusters Score -5350618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5350802.000000 Penalty: 5183.208984
	Iteration 13Q: 3 clusters Score -5350802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5350904.500000 Penalty: 5183.208984
	Iteration 14Q: 3 clusters Score -5350904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5350952.500000 Penalty: 5183.208984
	Iteration 15Q: 3 clusters Score -5350952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5350986.000000 Penalty: 5183.208984
	Iteration 16Q: 3 clusters Score -5350986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5351001.500000 Penalty: 5183.208984
	Iteration 17Q: 3 clusters Score -5351002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5351017.500000 Penalty: 5183.208984
	Iteration 18Q: 3 clusters Score -5351018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5351015.000000 Penalty: 5183.208984
	Iteration 19Q: 3 clusters Score -5351015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5351019.000000 Penalty: 5183.208984
	Iteration 20F: 3 clusters Score -5351019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5351018.500000 Penalty: 5183.208984
	Iteration 21Q: 3 clusters Score -5351018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5351020.000000 Penalty: 5183.208984
	Iteration 22Q: 3 clusters Score -5351020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5351024.000000 Penalty: 5183.208984
	Iteration 23Q: 3 clusters Score -5351024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5351025.500000 Penalty: 5183.208984
	Iteration 24Q: 3 clusters Score -5351026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5351028.500000 Penalty: 5183.208984
	Iteration 25Q: 3 clusters Score -5351028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5351029.500000 Penalty: 5183.208984
	Iteration 26Q: 3 clusters Score -5351030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5351028.500000 Penalty: 5183.208984
	Iteration 27Q: 3 clusters Score -5351028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5351028.500000 Penalty: 5183.208984
	Iteration 28F: 3 clusters Score -5351028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -1079941.000000 Penalty: 2189.938477
	Iteration 0F: 2 clusters Score -1079941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1074311.500000 Penalty: 4379.876953
	Iteration 0F: 3 clusters Score -1074312 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1075797.000000 Penalty: 4379.876953
	Iteration 1F: 3 clusters Score -1075797 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1076068.375000 Penalty: 4379.876953
	Iteration 2F: 3 clusters Score -1076068 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1076294.625000 Penalty: 4379.876953
	Iteration 3F: 3 clusters Score -1076295 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1076471.000000 Penalty: 4379.876953
	Iteration 4Q: 3 clusters Score -1076471 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1076612.750000 Penalty: 4379.876953
	Iteration 5Q: 3 clusters Score -1076613 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1076743.250000 Penalty: 4379.876953
	Iteration 6Q: 3 clusters Score -1076743 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1076830.250000 Penalty: 4379.876953
	Iteration 7Q: 3 clusters Score -1076830 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1076888.375000 Penalty: 4379.876953
	Iteration 8Q: 3 clusters Score -1076888 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1076941.750000 Penalty: 4379.876953
	Iteration 9Q: 3 clusters Score -1076942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1076993.125000 Penalty: 4379.876953
	Iteration 10Q: 3 clusters Score -1076993 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1077044.875000 Penalty: 4379.876953
	Iteration 11Q: 3 clusters Score -1077045 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1077081.125000 Penalty: 4379.876953
	Iteration 12Q: 3 clusters Score -1077081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1077111.625000 Penalty: 4379.876953
	Iteration 13Q: 3 clusters Score -1077112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1077137.625000 Penalty: 4379.876953
	Iteration 14Q: 3 clusters Score -1077138 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1077162.500000 Penalty: 4379.876953
	Iteration 15Q: 3 clusters Score -1077162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1077178.500000 Penalty: 4379.876953
	Iteration 16Q: 3 clusters Score -1077178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1077193.500000 Penalty: 4379.876953
	Iteration 17Q: 3 clusters Score -1077194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1077205.875000 Penalty: 4379.876953
	Iteration 18Q: 3 clusters Score -1077206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1077220.000000 Penalty: 4379.876953
	Iteration 19Q: 3 clusters Score -1077220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1077235.750000 Penalty: 4379.876953
	Iteration 20F: 3 clusters Score -1077236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1077249.375000 Penalty: 4379.876953
	Iteration 21Q: 3 clusters Score -1077249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1077261.500000 Penalty: 4379.876953
	Iteration 22Q: 3 clusters Score -1077262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1077274.500000 Penalty: 4379.876953
	Iteration 23Q: 3 clusters Score -1077274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1077283.250000 Penalty: 4379.876953
	Iteration 24Q: 3 clusters Score -1077283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1077290.625000 Penalty: 4379.876953
	Iteration 25Q: 3 clusters Score -1077291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1077299.375000 Penalty: 4379.876953
	Iteration 26Q: 3 clusters Score -1077299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1077309.125000 Penalty: 4379.876953
	Iteration 27Q: 3 clusters Score -1077309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1077317.750000 Penalty: 4379.876953
	Iteration 28Q: 3 clusters Score -1077318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1077324.375000 Penalty: 4379.876953
	Iteration 29Q: 3 clusters Score -1077324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1077330.125000 Penalty: 4379.876953
	Iteration 30Q: 3 clusters Score -1077330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1077335.125000 Penalty: 4379.876953
	Iteration 31Q: 3 clusters Score -1077335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1077339.000000 Penalty: 4379.876953
	Iteration 32Q: 3 clusters Score -1077339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1077342.625000 Penalty: 4379.876953
	Iteration 33Q: 3 clusters Score -1077343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1077344.250000 Penalty: 4379.876953
	Iteration 34Q: 3 clusters Score -1077344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1077344.750000 Penalty: 4379.876953
	Iteration 35Q: 3 clusters Score -1077345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1077348.000000 Penalty: 4379.876953
	Iteration 36Q: 3 clusters Score -1077348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1077350.500000 Penalty: 4379.876953
	Iteration 37Q: 3 clusters Score -1077350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1077351.000000 Penalty: 4379.876953
	Iteration 38Q: 3 clusters Score -1077351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1077351.625000 Penalty: 4379.876953
	Iteration 39Q: 3 clusters Score -1077352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1077352.125000 Penalty: 4379.876953
	Iteration 40F: 3 clusters Score -1077352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1077353.250000 Penalty: 4379.876953
	Iteration 41Q: 3 clusters Score -1077353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1077352.125000 Penalty: 4379.876953
	Iteration 42Q: 3 clusters Score -1077352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1077353.875000 Penalty: 4379.876953
	Iteration 43Q: 3 clusters Score -1077354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1077354.625000 Penalty: 4379.876953
	Iteration 44Q: 3 clusters Score -1077355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1077353.750000 Penalty: 4379.876953
	Iteration 45Q: 3 clusters Score -1077354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1077353.750000 Penalty: 4379.876953
	Iteration 46F: 3 clusters Score -1077354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Entering Unmasked Estep 
Score: -2123876.000000 Penalty: 2358.535156
	Iteration 0F: 2 clusters Score -2123876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2114028.750000 Penalty: 4717.070312
	Iteration 0F: 3 clusters Score -2114029 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2117016.500000 Penalty: 4717.070312
	Iteration 1F: 3 clusters Score -2117016 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2117288.750000 Penalty: 4717.070312
	Iteration 2F: 3 clusters Score -2117289 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2117486.000000 Penalty: 4717.070312
	Iteration 3Q: 3 clusters Score -2117486 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2117633.750000 Penalty: 4717.070312
	Iteration 4Q: 3 clusters Score -2117634 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2117760.750000 Penalty: 4717.070312
	Iteration 5Q: 3 clusters Score -2117761 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2117864.000000 Penalty: 4717.070312
	Iteration 6Q: 3 clusters Score -2117864 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2117967.250000 Penalty: 4717.070312
	Iteration 7Q: 3 clusters Score -2117967 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2118086.500000 Penalty: 4717.070312
	Iteration 8Q: 3 clusters Score -2118086 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2118213.500000 Penalty: 4717.070312
	Iteration 9Q: 3 clusters Score -2118214 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2118368.750000 Penalty: 4717.070312
	Iteration 10Q: 3 clusters Score -2118369 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2118581.500000 Penalty: 4717.070312
	Iteration 11Q: 3 clusters Score -2118582 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2118846.500000 Penalty: 4717.070312
	Iteration 12Q: 3 clusters Score -2118846 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2119210.250000 Penalty: 4717.070312
	Iteration 13Q: 3 clusters Score -2119210 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2119647.750000 Penalty: 4717.070312
	Iteration 14Q: 3 clusters Score -2119648 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2120138.000000 Penalty: 4717.070312
	Iteration 15Q: 3 clusters Score -2120138 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2120601.250000 Penalty: 4717.070312
	Iteration 16Q: 3 clusters Score -2120601 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2120991.250000 Penalty: 4717.070312
	Iteration 17Q: 3 clusters Score -2120991 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2121311.750000 Penalty: 4717.070312
	Iteration 18Q: 3 clusters Score -2121312 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2121529.000000 Penalty: 4717.070312
	Iteration 19Q: 3 clusters Score -2121529 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2121644.250000 Penalty: 4717.070312
	Iteration 20F: 3 clusters Score -2121644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2121731.250000 Penalty: 4717.070312
	Iteration 21Q: 3 clusters Score -2121731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2121768.750000 Penalty: 4717.070312
	Iteration 22Q: 3 clusters Score -2121769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2121787.750000 Penalty: 4717.070312
	Iteration 23Q: 3 clusters Score -2121788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2121804.750000 Penalty: 4717.070312
	Iteration 24Q: 3 clusters Score -2121805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2121809.250000 Penalty: 4717.070312
	Iteration 25Q: 3 clusters Score -2121809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2121812.250000 Penalty: 4717.070312
	Iteration 26Q: 3 clusters Score -2121812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2121819.750000 Penalty: 4717.070312
	Iteration 27Q: 3 clusters Score -2121820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2121828.750000 Penalty: 4717.070312
	Iteration 28Q: 3 clusters Score -2121829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2121828.500000 Penalty: 4717.070312
	Iteration 29Q: 3 clusters Score -2121828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2121829.500000 Penalty: 4717.070312
	Iteration 30Q: 3 clusters Score -2121830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2121829.500000 Penalty: 4717.070312
	Iteration 31F: 3 clusters Score -2121830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -572276.875000 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -572276.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -568423.437500 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -568423.4 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -569334.062500 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -569334.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -569565.687500 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -569565.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -569707.812500 Penalty: 4103.321777
	Iteration 3F: 3 clusters Score -569707.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -569826.562500 Penalty: 4103.321777
	Iteration 4Q: 3 clusters Score -569826.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -569976.062500 Penalty: 4103.321777
	Iteration 5Q: 3 clusters Score -569976.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -570176.625000 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -570176.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -570478.187500 Penalty: 4103.321777
	Iteration 7F: 3 clusters Score -570478.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -570819.687500 Penalty: 4103.321777
	Iteration 8F: 3 clusters Score -570819.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -571214.562500 Penalty: 4103.321777
	Iteration 9F: 3 clusters Score -571214.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -571482.875000 Penalty: 4103.321777
	Iteration 10F: 3 clusters Score -571482.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -571651.062500 Penalty: 4103.321777
	Iteration 11Q: 3 clusters Score -571651.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -571723.125000 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -571723.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -571747.875000 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -571747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -571756.125000 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -571756.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -571762.500000 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -571762.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -571764.625000 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -571764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -571766.562500 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -571766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -571767.437500 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -571767.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -571767.812500 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -571767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -571768.937500 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -571768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -571770.125000 Penalty: 4103.321777
	Iteration 21Q: 3 clusters Score -571770.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -571770.125000 Penalty: 4103.321777
	Iteration 22F: 3 clusters Score -571770.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -21395.660156 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -21395.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20457.445312 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -20457.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20853.408203 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -20853.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21065.136719 Penalty: 2688.585449
	Iteration 2F: 3 clusters Score -21065.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21234.113281 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -21234.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21245.728516 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -21245.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21269.394531 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -21269.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21286.396484 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -21286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21305.652344 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -21305.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21315.173828 Penalty: 2688.585449
	Iteration 8Q: 3 clusters Score -21315.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21321.750000 Penalty: 2688.585449
	Iteration 9F: 3 clusters Score -21321.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21436.964844 Penalty: 2688.585449
	Iteration 10Q: 3 clusters Score -21436.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21438.005859 Penalty: 2688.585449
	Iteration 11Q: 3 clusters Score -21438.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21438.005859 Penalty: 2688.585449
	Iteration 12F: 3 clusters Score -21438.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101335 members 
Mstep: Class 4 contains 110639 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 25081 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126584 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28944 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6839 members 
Mstep: Class 23 contains 13497 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 122 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12454 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 104 members 
Entering Unmasked Estep 
Score: -86716816.000000 Penalty: 121528.132812
Splitting cluster 25 changes total score from -86718712.000000 to -86716816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -24935.492188 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -24935.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23991.615234 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -23991.62 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24282.822266 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -24282.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24425.269531 Penalty: 2813.968262
	Iteration 2F: 3 clusters Score -24425.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24673.240234 Penalty: 2813.968262
	Iteration 3F: 3 clusters Score -24673.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24765.330078 Penalty: 2813.968262
	Iteration 4F: 3 clusters Score -24765.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24875.089844 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -24875.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24917.615234 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -24917.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24920.933594 Penalty: 2813.968262
	Iteration 7Q: 3 clusters Score -24920.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24920.933594 Penalty: 2813.968262
	Iteration 8F: 3 clusters Score -24920.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Entering Unmasked Estep 
Score: -886227.625000 Penalty: 2155.487793
	Iteration 0F: 2 clusters Score -886227.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -881079.750000 Penalty: 4310.975586
	Iteration 0F: 3 clusters Score -881079.8 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -882372.812500 Penalty: 4310.975586
	Iteration 1F: 3 clusters Score -882372.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -882610.125000 Penalty: 4310.975586
	Iteration 2F: 3 clusters Score -882610.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -882792.062500 Penalty: 4310.975586
	Iteration 3F: 3 clusters Score -882792.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -882957.000000 Penalty: 4310.975586
	Iteration 4Q: 3 clusters Score -882957 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -883104.625000 Penalty: 4310.975586
	Iteration 5Q: 3 clusters Score -883104.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -883265.000000 Penalty: 4310.975586
	Iteration 6Q: 3 clusters Score -883265 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -883437.000000 Penalty: 4310.975586
	Iteration 7Q: 3 clusters Score -883437 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -883627.375000 Penalty: 4310.975586
	Iteration 8Q: 3 clusters Score -883627.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -883852.312500 Penalty: 4310.975586
	Iteration 9Q: 3 clusters Score -883852.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -884063.125000 Penalty: 4310.975586
	Iteration 10Q: 3 clusters Score -884063.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -884225.437500 Penalty: 4310.975586
	Iteration 11Q: 3 clusters Score -884225.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -884345.937500 Penalty: 4310.975586
	Iteration 12Q: 3 clusters Score -884345.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -884445.937500 Penalty: 4310.975586
	Iteration 13Q: 3 clusters Score -884445.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -884535.187500 Penalty: 4310.975586
	Iteration 14Q: 3 clusters Score -884535.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -884615.500000 Penalty: 4310.975586
	Iteration 15Q: 3 clusters Score -884615.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -884662.437500 Penalty: 4310.975586
	Iteration 16Q: 3 clusters Score -884662.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -884697.125000 Penalty: 4310.975586
	Iteration 17Q: 3 clusters Score -884697.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -884723.812500 Penalty: 4310.975586
	Iteration 18Q: 3 clusters Score -884723.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -884741.500000 Penalty: 4310.975586
	Iteration 19Q: 3 clusters Score -884741.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -884758.000000 Penalty: 4310.975586
	Iteration 20F: 3 clusters Score -884758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -884776.625000 Penalty: 4310.975586
	Iteration 21Q: 3 clusters Score -884776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -884784.625000 Penalty: 4310.975586
	Iteration 22Q: 3 clusters Score -884784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -884794.187500 Penalty: 4310.975586
	Iteration 23Q: 3 clusters Score -884794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -884797.437500 Penalty: 4310.975586
	Iteration 24Q: 3 clusters Score -884797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -884799.937500 Penalty: 4310.975586
	Iteration 25Q: 3 clusters Score -884799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -884804.750000 Penalty: 4310.975586
	Iteration 26Q: 3 clusters Score -884804.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -884808.750000 Penalty: 4310.975586
	Iteration 27Q: 3 clusters Score -884808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -884812.750000 Penalty: 4310.975586
	Iteration 28Q: 3 clusters Score -884812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -884817.375000 Penalty: 4310.975586
	Iteration 29Q: 3 clusters Score -884817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -884823.187500 Penalty: 4310.975586
	Iteration 30Q: 3 clusters Score -884823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -884824.937500 Penalty: 4310.975586
	Iteration 31Q: 3 clusters Score -884824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -884826.750000 Penalty: 4310.975586
	Iteration 32Q: 3 clusters Score -884826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -884827.312500 Penalty: 4310.975586
	Iteration 33Q: 3 clusters Score -884827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -884827.500000 Penalty: 4310.975586
	Iteration 34Q: 3 clusters Score -884827.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -884827.500000 Penalty: 4310.975586
	Iteration 35F: 3 clusters Score -884827.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -209981.796875 Penalty: 1797.276001
	Iteration 0F: 2 clusters Score -209981.8 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 701 members 
Entering Unmasked Estep 
Score: -207772.140625 Penalty: 3594.552002
	Iteration 0F: 3 clusters Score -207772.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -208214.734375 Penalty: 3594.552002
	Iteration 1F: 3 clusters Score -208214.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -208360.843750 Penalty: 3594.552002
	Iteration 2F: 3 clusters Score -208360.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -208439.078125 Penalty: 3594.552002
	Iteration 3F: 3 clusters Score -208439.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -208469.750000 Penalty: 3594.552002
	Iteration 4Q: 3 clusters Score -208469.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -208491.640625 Penalty: 3594.552002
	Iteration 5Q: 3 clusters Score -208491.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -208514.796875 Penalty: 3594.552002
	Iteration 6Q: 3 clusters Score -208514.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -208537.250000 Penalty: 3594.552002
	Iteration 7Q: 3 clusters Score -208537.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -208550.093750 Penalty: 3594.552002
	Iteration 8Q: 3 clusters Score -208550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -208561.843750 Penalty: 3594.552002
	Iteration 9Q: 3 clusters Score -208561.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -208579.734375 Penalty: 3594.552002
	Iteration 10Q: 3 clusters Score -208579.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -208602.062500 Penalty: 3594.552002
	Iteration 11Q: 3 clusters Score -208602.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -208639.296875 Penalty: 3594.552002
	Iteration 12Q: 3 clusters Score -208639.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -208672.203125 Penalty: 3594.552002
	Iteration 13Q: 3 clusters Score -208672.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -208691.437500 Penalty: 3594.552002
	Iteration 14Q: 3 clusters Score -208691.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -208716.593750 Penalty: 3594.552002
	Iteration 15Q: 3 clusters Score -208716.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -208752.062500 Penalty: 3594.552002
	Iteration 16Q: 3 clusters Score -208752.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -208784.187500 Penalty: 3594.552002
	Iteration 17Q: 3 clusters Score -208784.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -208809.375000 Penalty: 3594.552002
	Iteration 18Q: 3 clusters Score -208809.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -208827.531250 Penalty: 3594.552002
	Iteration 19Q: 3 clusters Score -208827.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -208850.328125 Penalty: 3594.552002
	Iteration 20F: 3 clusters Score -208850.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -208874.187500 Penalty: 3594.552002
	Iteration 21Q: 3 clusters Score -208874.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -208902.312500 Penalty: 3594.552002
	Iteration 22Q: 3 clusters Score -208902.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -208932.906250 Penalty: 3594.552002
	Iteration 23Q: 3 clusters Score -208932.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -208969.500000 Penalty: 3594.552002
	Iteration 24Q: 3 clusters Score -208969.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -208998.843750 Penalty: 3594.552002
	Iteration 25Q: 3 clusters Score -208998.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -209012.890625 Penalty: 3594.552002
	Iteration 26Q: 3 clusters Score -209012.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -209058.734375 Penalty: 3594.552002
	Iteration 27Q: 3 clusters Score -209058.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -209097.843750 Penalty: 3594.552002
	Iteration 28Q: 3 clusters Score -209097.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -209135.187500 Penalty: 3594.552002
	Iteration 29Q: 3 clusters Score -209135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -209163.812500 Penalty: 3594.552002
	Iteration 30Q: 3 clusters Score -209163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -209181.593750 Penalty: 3594.552002
	Iteration 31Q: 3 clusters Score -209181.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -209206.671875 Penalty: 3594.552002
	Iteration 32Q: 3 clusters Score -209206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -209214.375000 Penalty: 3594.552002
	Iteration 33Q: 3 clusters Score -209214.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -209221.546875 Penalty: 3594.552002
	Iteration 34Q: 3 clusters Score -209221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -209225.218750 Penalty: 3594.552002
	Iteration 35Q: 3 clusters Score -209225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -209230.031250 Penalty: 3594.552002
	Iteration 36Q: 3 clusters Score -209230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -209230.984375 Penalty: 3594.552002
	Iteration 37Q: 3 clusters Score -209231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -209231.421875 Penalty: 3594.552002
	Iteration 38Q: 3 clusters Score -209231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -209232.359375 Penalty: 3594.552002
	Iteration 39Q: 3 clusters Score -209232.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -209262.640625 Penalty: 3594.552002
	Iteration 40F: 3 clusters Score -209262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -209329.250000 Penalty: 3594.552002
	Iteration 41Q: 3 clusters Score -209329.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -209393.031250 Penalty: 3594.552002
	Iteration 42Q: 3 clusters Score -209393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -209425.031250 Penalty: 3594.552002
	Iteration 43Q: 3 clusters Score -209425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -209441.796875 Penalty: 3594.552002
	Iteration 44Q: 3 clusters Score -209441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -209451.687500 Penalty: 3594.552002
	Iteration 45Q: 3 clusters Score -209451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -209465.453125 Penalty: 3594.552002
	Iteration 46Q: 3 clusters Score -209465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -209476.078125 Penalty: 3594.552002
	Iteration 47Q: 3 clusters Score -209476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -209486.281250 Penalty: 3594.552002
	Iteration 48Q: 3 clusters Score -209486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -209489.500000 Penalty: 3594.552002
	Iteration 49Q: 3 clusters Score -209489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -209491.593750 Penalty: 3594.552002
	Iteration 50Q: 3 clusters Score -209491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -209491.593750 Penalty: 3594.552002
	Iteration 51F: 3 clusters Score -209491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -77713.757812 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -77713.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76164.359375 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -76164.36 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76358.703125 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -76358.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76427.617188 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -76427.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76455.984375 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -76455.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76485.890625 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -76485.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76498.804688 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -76498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76505.648438 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -76505.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76513.007812 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -76513.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76517.773438 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -76517.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76522.031250 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -76522.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76536.804688 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -76536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76556.375000 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -76556.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76567.382812 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -76567.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76569.773438 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -76569.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76570.570312 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -76570.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76570.570312 Penalty: 3165.380615
	Iteration 15F: 3 clusters Score -76570.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -211549.937500 Penalty: 1806.465454
	Iteration 0F: 2 clusters Score -211549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -209271.546875 Penalty: 3612.930908
	Iteration 0F: 3 clusters Score -209271.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -209672.859375 Penalty: 3612.930908
	Iteration 1F: 3 clusters Score -209672.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -209800.906250 Penalty: 3612.930908
	Iteration 2F: 3 clusters Score -209800.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -209868.234375 Penalty: 3612.930908
	Iteration 3Q: 3 clusters Score -209868.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -209906.984375 Penalty: 3612.930908
	Iteration 4Q: 3 clusters Score -209907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -209939.921875 Penalty: 3612.930908
	Iteration 5Q: 3 clusters Score -209939.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209960.187500 Penalty: 3612.930908
	Iteration 6Q: 3 clusters Score -209960.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -209981.812500 Penalty: 3612.930908
	Iteration 7Q: 3 clusters Score -209981.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210000.937500 Penalty: 3612.930908
	Iteration 8Q: 3 clusters Score -210000.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210015.812500 Penalty: 3612.930908
	Iteration 9Q: 3 clusters Score -210015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210021.562500 Penalty: 3612.930908
	Iteration 10Q: 3 clusters Score -210021.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -210030.921875 Penalty: 3612.930908
	Iteration 11Q: 3 clusters Score -210030.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -210042.187500 Penalty: 3612.930908
	Iteration 12Q: 3 clusters Score -210042.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -210055.796875 Penalty: 3612.930908
	Iteration 13Q: 3 clusters Score -210055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -210068.406250 Penalty: 3612.930908
	Iteration 14Q: 3 clusters Score -210068.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -210084.859375 Penalty: 3612.930908
	Iteration 15Q: 3 clusters Score -210084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -210088.140625 Penalty: 3612.930908
	Iteration 16Q: 3 clusters Score -210088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -210091.468750 Penalty: 3612.930908
	Iteration 17Q: 3 clusters Score -210091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -210093.609375 Penalty: 3612.930908
	Iteration 18Q: 3 clusters Score -210093.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -210098.609375 Penalty: 3612.930908
	Iteration 19Q: 3 clusters Score -210098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210107.453125 Penalty: 3612.930908
	Iteration 20F: 3 clusters Score -210107.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -210120.000000 Penalty: 3612.930908
	Iteration 21Q: 3 clusters Score -210120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -210131.531250 Penalty: 3612.930908
	Iteration 22Q: 3 clusters Score -210131.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -210144.140625 Penalty: 3612.930908
	Iteration 23Q: 3 clusters Score -210144.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -210158.375000 Penalty: 3612.930908
	Iteration 24Q: 3 clusters Score -210158.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -210178.421875 Penalty: 3612.930908
	Iteration 25Q: 3 clusters Score -210178.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -210201.734375 Penalty: 3612.930908
	Iteration 26Q: 3 clusters Score -210201.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -210231.359375 Penalty: 3612.930908
	Iteration 27Q: 3 clusters Score -210231.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -210257.234375 Penalty: 3612.930908
	Iteration 28Q: 3 clusters Score -210257.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -210285.765625 Penalty: 3612.930908
	Iteration 29Q: 3 clusters Score -210285.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -210323.750000 Penalty: 3612.930908
	Iteration 30Q: 3 clusters Score -210323.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210356.906250 Penalty: 3612.930908
	Iteration 31Q: 3 clusters Score -210356.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -210390.468750 Penalty: 3612.930908
	Iteration 32Q: 3 clusters Score -210390.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210426.453125 Penalty: 3612.930908
	Iteration 33Q: 3 clusters Score -210426.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -210446.859375 Penalty: 3612.930908
	Iteration 34Q: 3 clusters Score -210446.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -210464.500000 Penalty: 3612.930908
	Iteration 35Q: 3 clusters Score -210464.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210483.234375 Penalty: 3612.930908
	Iteration 36Q: 3 clusters Score -210483.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210504.125000 Penalty: 3612.930908
	Iteration 37Q: 3 clusters Score -210504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210517.609375 Penalty: 3612.930908
	Iteration 38Q: 3 clusters Score -210517.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -210530.828125 Penalty: 3612.930908
	Iteration 39Q: 3 clusters Score -210530.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -210549.062500 Penalty: 3612.930908
	Iteration 40F: 3 clusters Score -210549.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -210574.968750 Penalty: 3612.930908
	Iteration 41Q: 3 clusters Score -210575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -210594.765625 Penalty: 3612.930908
	Iteration 42Q: 3 clusters Score -210594.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -210607.937500 Penalty: 3612.930908
	Iteration 43Q: 3 clusters Score -210607.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -210620.765625 Penalty: 3612.930908
	Iteration 44Q: 3 clusters Score -210620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -210635.218750 Penalty: 3612.930908
	Iteration 45Q: 3 clusters Score -210635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -210646.093750 Penalty: 3612.930908
	Iteration 46Q: 3 clusters Score -210646.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -210654.171875 Penalty: 3612.930908
	Iteration 47Q: 3 clusters Score -210654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -210656.265625 Penalty: 3612.930908
	Iteration 48Q: 3 clusters Score -210656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -210660.703125 Penalty: 3612.930908
	Iteration 49Q: 3 clusters Score -210660.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -210666.250000 Penalty: 3612.930908
	Iteration 50Q: 3 clusters Score -210666.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -210676.546875 Penalty: 3612.930908
	Iteration 51Q: 3 clusters Score -210676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210688.156250 Penalty: 3612.930908
	Iteration 52Q: 3 clusters Score -210688.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -210697.421875 Penalty: 3612.930908
	Iteration 53Q: 3 clusters Score -210697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -210707.578125 Penalty: 3612.930908
	Iteration 54Q: 3 clusters Score -210707.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -210728.828125 Penalty: 3612.930908
	Iteration 55Q: 3 clusters Score -210728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -210740.234375 Penalty: 3612.930908
	Iteration 56Q: 3 clusters Score -210740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -210747.515625 Penalty: 3612.930908
	Iteration 57Q: 3 clusters Score -210747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -210755.828125 Penalty: 3612.930908
	Iteration 58Q: 3 clusters Score -210755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210758.484375 Penalty: 3612.930908
	Iteration 59Q: 3 clusters Score -210758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -210766.015625 Penalty: 3612.930908
	Iteration 60F: 3 clusters Score -210766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -210768.406250 Penalty: 3612.930908
	Iteration 61Q: 3 clusters Score -210768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -210771.843750 Penalty: 3612.930908
	Iteration 62Q: 3 clusters Score -210771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -210772.859375 Penalty: 3612.930908
	Iteration 63Q: 3 clusters Score -210772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -210780.265625 Penalty: 3612.930908
	Iteration 64Q: 3 clusters Score -210780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -210786.812500 Penalty: 3612.930908
	Iteration 65Q: 3 clusters Score -210786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -210786.812500 Penalty: 3612.930908
	Iteration 66F: 3 clusters Score -210786.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -190434.000000 Penalty: 1797.452637
	Iteration 0F: 2 clusters Score -190434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -188284.843750 Penalty: 3594.905273
	Iteration 0F: 3 clusters Score -188284.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189144.078125 Penalty: 3594.905273
	Iteration 1F: 3 clusters Score -189144.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -189888.671875 Penalty: 3594.905273
	Iteration 2F: 3 clusters Score -189888.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -190578.156250 Penalty: 3594.905273
	Iteration 3F: 3 clusters Score -190578.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -190923.671875 Penalty: 3594.905273
	Iteration 4F: 3 clusters Score -190923.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -191091.984375 Penalty: 3594.905273
	Iteration 5Q: 3 clusters Score -191092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -191237.625000 Penalty: 3594.905273
	Iteration 6Q: 3 clusters Score -191237.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -191331.875000 Penalty: 3594.905273
	Iteration 7Q: 3 clusters Score -191331.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -191438.093750 Penalty: 3594.905273
	Iteration 8Q: 3 clusters Score -191438.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -191574.765625 Penalty: 3594.905273
	Iteration 9Q: 3 clusters Score -191574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -191671.218750 Penalty: 3594.905273
	Iteration 10Q: 3 clusters Score -191671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -191676.609375 Penalty: 3594.905273
	Iteration 11Q: 3 clusters Score -191676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -191677.984375 Penalty: 3594.905273
	Iteration 12Q: 3 clusters Score -191678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -191677.984375 Penalty: 3594.905273
	Iteration 13F: 3 clusters Score -191678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101335 members 
Mstep: Class 4 contains 110639 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 25081 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126584 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28944 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6839 members 
Mstep: Class 23 contains 13497 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12454 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 501 members 
Entering Unmasked Estep 
Score: -86718480.000000 Penalty: 121528.132812
Splitting cluster 31 changes total score from -86718712.000000 to -86718480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -90730.000000 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -90730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89253.546875 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -89253.55 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89622.109375 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -89622.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -89843.734375 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -89843.73 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -90113.617188 Penalty: 3252.162109
	Iteration 3F: 3 clusters Score -90113.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -90367.453125 Penalty: 3252.162109
	Iteration 4F: 3 clusters Score -90367.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -90561.632812 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -90561.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -90704.703125 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -90704.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -90804.789062 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -90804.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -90897.625000 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -90897.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -90965.320312 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -90965.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -91007.312500 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -91007.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91019.695312 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -91019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91029.812500 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -91029.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -91047.664062 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -91047.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91068.625000 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -91068.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -91110.546875 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -91110.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -91114.593750 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -91114.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91136.078125 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -91136.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91139.757812 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -91139.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91139.757812 Penalty: 3252.162109
	Iteration 19F: 3 clusters Score -91139.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101335 members 
Mstep: Class 4 contains 110639 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 25081 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126584 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28944 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6839 members 
Mstep: Class 23 contains 13497 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 463 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12454 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 241 members 
Entering Unmasked Estep 
Score: -86717536.000000 Penalty: 121528.132812
Splitting cluster 32 changes total score from -86718712.000000 to -86717536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -157540.703125 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -157540.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155533.406250 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -155533.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -155805.062500 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -155805.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155864.656250 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -155864.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -155895.781250 Penalty: 3453.272705
	Iteration 3Q: 3 clusters Score -155895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155911.984375 Penalty: 3453.272705
	Iteration 4Q: 3 clusters Score -155912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -155929.046875 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -155929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -155941.609375 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -155941.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -155950.843750 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -155950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -155954.000000 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -155954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -155956.093750 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -155956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -155956.093750 Penalty: 3453.272705
	Iteration 10F: 3 clusters Score -155956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -107952.195312 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -107952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106199.179688 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -106199.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106910.539062 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -106910.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107397.031250 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -107397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107699.875000 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -107699.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107884.789062 Penalty: 3386.503906
	Iteration 4Q: 3 clusters Score -107884.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -107987.437500 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -107987.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108057.328125 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -108057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108105.039062 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -108105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -108121.375000 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -108121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108134.593750 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -108134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -108149.812500 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -108149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -108155.210938 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -108155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -108162.257812 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -108162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -108162.257812 Penalty: 3386.503906
	Iteration 13F: 3 clusters Score -108162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101335 members 
Mstep: Class 4 contains 110639 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 25081 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126584 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28944 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6839 members 
Mstep: Class 23 contains 13497 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 411 members 
Mstep: Class 35 contains 12454 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 512 members 
Entering Unmasked Estep 
Score: -86717288.000000 Penalty: 121528.132812
Splitting cluster 34 changes total score from -86718712.000000 to -86717288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (12454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Entering Unmasked Estep 
Score: -1984142.625000 Penalty: 2338.589600
	Iteration 0F: 2 clusters Score -1984143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1974879.500000 Penalty: 4677.179199
	Iteration 0F: 3 clusters Score -1974880 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1977578.250000 Penalty: 4677.179199
	Iteration 1F: 3 clusters Score -1977578 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1977899.125000 Penalty: 4677.179199
	Iteration 2F: 3 clusters Score -1977899 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1978158.625000 Penalty: 4677.179199
	Iteration 3F: 3 clusters Score -1978159 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1978372.000000 Penalty: 4677.179199
	Iteration 4Q: 3 clusters Score -1978372 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1978603.500000 Penalty: 4677.179199
	Iteration 5Q: 3 clusters Score -1978604 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1978892.125000 Penalty: 4677.179199
	Iteration 6Q: 3 clusters Score -1978892 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1979266.500000 Penalty: 4677.179199
	Iteration 7Q: 3 clusters Score -1979266 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1979749.000000 Penalty: 4677.179199
	Iteration 8F: 3 clusters Score -1979749 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1980348.500000 Penalty: 4677.179199
	Iteration 9F: 3 clusters Score -1980348 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1981003.625000 Penalty: 4677.179199
	Iteration 10F: 3 clusters Score -1981004 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1981565.125000 Penalty: 4677.179199
	Iteration 11Q: 3 clusters Score -1981565 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1981977.750000 Penalty: 4677.179199
	Iteration 12Q: 3 clusters Score -1981978 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1982247.500000 Penalty: 4677.179199
	Iteration 13Q: 3 clusters Score -1982248 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1982421.375000 Penalty: 4677.179199
	Iteration 14Q: 3 clusters Score -1982421 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1982547.500000 Penalty: 4677.179199
	Iteration 15Q: 3 clusters Score -1982548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1982610.625000 Penalty: 4677.179199
	Iteration 16Q: 3 clusters Score -1982611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1982650.750000 Penalty: 4677.179199
	Iteration 17Q: 3 clusters Score -1982651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1982687.000000 Penalty: 4677.179199
	Iteration 18Q: 3 clusters Score -1982687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1982715.875000 Penalty: 4677.179199
	Iteration 19Q: 3 clusters Score -1982716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1982727.375000 Penalty: 4677.179199
	Iteration 20F: 3 clusters Score -1982727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1982732.750000 Penalty: 4677.179199
	Iteration 21Q: 3 clusters Score -1982733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1982736.875000 Penalty: 4677.179199
	Iteration 22Q: 3 clusters Score -1982737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1982735.875000 Penalty: 4677.179199
	Iteration 23Q: 3 clusters Score -1982736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1982738.375000 Penalty: 4677.179199
	Iteration 24Q: 3 clusters Score -1982738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1982742.250000 Penalty: 4677.179199
	Iteration 25Q: 3 clusters Score -1982742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1982742.250000 Penalty: 4677.179199
	Iteration 26F: 3 clusters Score -1982742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -113061.398438 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -113061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111303.257812 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -111303.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111613.125000 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -111613.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111840.718750 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -111840.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112049.070312 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -112049.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112203.101562 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -112203.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112300.625000 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -112300.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -112422.867188 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -112422.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -112576.734375 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -112576.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112659.640625 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -112659.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -112686.367188 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -112686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -112695.554688 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -112695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -112711.523438 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -112711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -112732.507812 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -112732.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -112796.140625 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -112796.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -112814.031250 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -112814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -112830.617188 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -112830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -112831.476562 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -112831.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -112832.070312 Penalty: 3329.023193
	Iteration 17F: 3 clusters Score -112832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -112858.281250 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -112858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -112867.843750 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -112867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -112885.796875 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -112885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -112895.062500 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -112895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -112895.062500 Penalty: 3329.023193
	Iteration 22F: 3 clusters Score -112895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101335 members 
Mstep: Class 4 contains 110639 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 25081 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126584 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28944 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6839 members 
Mstep: Class 23 contains 13497 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 1404 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12454 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718720.000000 Penalty: 118243.585938
Iteration 199Q: 37 clusters Score -8.671872e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101342 members 
Mstep: Class 4 contains 110637 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10148 members 
Mstep: Class 9 contains 25106 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126555 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 28941 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34546 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 13499 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 226 members 
Mstep: Class 26 contains 291 members 
Mstep: Class 27 contains 5950 members 
Mstep: Class 28 contains 1400 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12448 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719200.000000 Penalty: 118243.585938
Iteration 200F: 37 clusters Score -8.67192e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 101342 members 
Mstep: Class 4 contains 110631 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10150 members 
Mstep: Class 9 contains 25129 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 126553 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 28943 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6838 members 
Mstep: Class 23 contains 13493 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 5949 members 
Mstep: Class 28 contains 1399 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12439 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719736.000000 Penalty: 118243.585938
Iteration 201Q: 37 clusters Score -8.671974e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 101342 members 
Mstep: Class 4 contains 110618 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10154 members 
Mstep: Class 9 contains 25154 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 126541 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 443 members 
Mstep: Class 16 contains 28950 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 1775 members 
Mstep: Class 20 contains 19526 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 13493 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 298 members 
Mstep: Class 27 contains 5947 members 
Mstep: Class 28 contains 1398 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 708 members 
Mstep: Class 33 contains 1056 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12430 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719856.000000 Penalty: 118243.585938
Iteration 202Q: 37 clusters Score -8.671986e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 101344 members 
Mstep: Class 4 contains 110564 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10165 members 
Mstep: Class 9 contains 25184 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 126556 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13086 members 
Mstep: Class 15 contains 444 members 
Mstep: Class 16 contains 28957 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19526 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 13492 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 296 members 
Mstep: Class 27 contains 5946 members 
Mstep: Class 28 contains 1395 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 710 members 
Mstep: Class 33 contains 1057 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12425 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719912.000000 Penalty: 118243.585938
Iteration 203Q: 37 clusters Score -8.671991e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 101334 members 
Mstep: Class 4 contains 110551 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10167 members 
Mstep: Class 9 contains 25219 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 126538 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28973 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19527 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 13485 members 
Mstep: Class 24 contains 3914 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5945 members 
Mstep: Class 28 contains 1395 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 709 members 
Mstep: Class 33 contains 1059 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12425 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720000.000000 Penalty: 118243.585938
Iteration 204Q: 37 clusters Score -8.672e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 101316 members 
Mstep: Class 4 contains 110552 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10171 members 
Mstep: Class 9 contains 25250 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 126517 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28977 members 
Mstep: Class 17 contains 6308 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 19529 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6830 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5945 members 
Mstep: Class 28 contains 1394 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 707 members 
Mstep: Class 33 contains 1062 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12421 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719896.000000 Penalty: 118243.585938
Iteration 205Q: 37 clusters Score -8.67199e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101312 members 
Mstep: Class 4 contains 110532 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10170 members 
Mstep: Class 9 contains 25272 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 126513 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13085 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28982 members 
Mstep: Class 17 contains 6310 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19530 members 
Mstep: Class 21 contains 34556 members 
Mstep: Class 22 contains 6829 members 
Mstep: Class 23 contains 13488 members 
Mstep: Class 24 contains 3909 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5947 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1063 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12423 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719816.000000 Penalty: 118243.585938
Iteration 206Q: 37 clusters Score -8.671982e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101318 members 
Mstep: Class 4 contains 110509 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10164 members 
Mstep: Class 9 contains 25302 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 126511 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13082 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28981 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6828 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5945 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1064 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12427 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719768.000000 Penalty: 118243.585938
Iteration 207Q: 37 clusters Score -8.671977e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101324 members 
Mstep: Class 4 contains 110499 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10165 members 
Mstep: Class 9 contains 25322 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 126509 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13083 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28975 members 
Mstep: Class 17 contains 6311 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6827 members 
Mstep: Class 23 contains 13483 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 1380 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1064 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12428 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719736.000000 Penalty: 118243.585938
Iteration 208Q: 37 clusters Score -8.671974e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101325 members 
Mstep: Class 4 contains 110476 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10160 members 
Mstep: Class 9 contains 25347 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 126523 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13083 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28967 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34556 members 
Mstep: Class 22 contains 6826 members 
Mstep: Class 23 contains 13480 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5941 members 
Mstep: Class 28 contains 1377 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1064 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12430 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719784.000000 Penalty: 118243.585938
Iteration 209Q: 37 clusters Score -8.671978e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101337 members 
Mstep: Class 4 contains 110453 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10156 members 
Mstep: Class 9 contains 25365 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 126531 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13081 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28967 members 
Mstep: Class 17 contains 6314 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6825 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1065 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12424 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719744.000000 Penalty: 118243.585938
Iteration 210Q: 37 clusters Score -8.671974e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101322 members 
Mstep: Class 4 contains 110453 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10156 members 
Mstep: Class 9 contains 25383 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 126545 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13081 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28960 members 
Mstep: Class 17 contains 6312 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34551 members 
Mstep: Class 22 contains 6823 members 
Mstep: Class 23 contains 13483 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1066 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12419 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719656.000000 Penalty: 118243.585938
Iteration 211Q: 37 clusters Score -8.671966e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101326 members 
Mstep: Class 4 contains 110442 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10159 members 
Mstep: Class 9 contains 25400 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 126541 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13081 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28957 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34552 members 
Mstep: Class 22 contains 6822 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12419 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719664.000000 Penalty: 118243.585938
Iteration 212Q: 37 clusters Score -8.671966e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101331 members 
Mstep: Class 4 contains 110445 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10162 members 
Mstep: Class 9 contains 25410 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 126529 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13078 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28956 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19535 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5943 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12420 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719736.000000 Penalty: 118243.585938
Iteration 213Q: 37 clusters Score -8.671974e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101350 members 
Mstep: Class 4 contains 110416 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10160 members 
Mstep: Class 9 contains 25431 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 126515 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13075 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28961 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6817 members 
Mstep: Class 23 contains 13481 members 
Mstep: Class 24 contains 3906 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12422 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719632.000000 Penalty: 118243.585938
Iteration 214Q: 37 clusters Score -8.671963e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101389 members 
Mstep: Class 4 contains 110387 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10160 members 
Mstep: Class 9 contains 25455 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 126497 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28962 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6815 members 
Mstep: Class 23 contains 13478 members 
Mstep: Class 24 contains 3906 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12422 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719712.000000 Penalty: 118243.585938
Iteration 215Q: 37 clusters Score -8.671971e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101397 members 
Mstep: Class 4 contains 110392 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10157 members 
Mstep: Class 9 contains 25472 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 126489 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28957 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6814 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12423 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719696.000000 Penalty: 118243.585938
Iteration 216Q: 37 clusters Score -8.67197e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101390 members 
Mstep: Class 4 contains 110393 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 25505 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 126481 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28950 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34543 members 
Mstep: Class 22 contains 6815 members 
Mstep: Class 23 contains 13474 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12417 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719768.000000 Penalty: 118243.585938
Iteration 217Q: 37 clusters Score -8.671977e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101408 members 
Mstep: Class 4 contains 110406 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10151 members 
Mstep: Class 9 contains 25524 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 126440 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13068 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28944 members 
Mstep: Class 17 contains 6304 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34542 members 
Mstep: Class 22 contains 6817 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 1375 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12409 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719784.000000 Penalty: 118243.585938
Iteration 218Q: 37 clusters Score -8.671978e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101421 members 
Mstep: Class 4 contains 110427 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 25552 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 126407 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13065 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28935 members 
Mstep: Class 17 contains 6305 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19532 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6814 members 
Mstep: Class 23 contains 13481 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 1373 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12404 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719816.000000 Penalty: 118243.585938
Iteration 219Q: 37 clusters Score -8.671982e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101444 members 
Mstep: Class 4 contains 110414 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10142 members 
Mstep: Class 9 contains 25591 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 126369 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28932 members 
Mstep: Class 17 contains 6305 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19532 members 
Mstep: Class 21 contains 34537 members 
Mstep: Class 22 contains 6814 members 
Mstep: Class 23 contains 13481 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 294 members 
Mstep: Class 27 contains 5941 members 
Mstep: Class 28 contains 1371 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1067 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12402 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720096.000000 Penalty: 118243.585938
Iteration 220F: 37 clusters Score -8.67201e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 101475 members 
Mstep: Class 4 contains 110388 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10135 members 
Mstep: Class 9 contains 25623 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 126349 members 
Mstep: Class 12 contains 1724 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28929 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34536 members 
Mstep: Class 22 contains 6810 members 
Mstep: Class 23 contains 13484 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 1370 members 
Mstep: Class 29 contains 591 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1068 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12398 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720184.000000 Penalty: 118243.585938
Iteration 221Q: 37 clusters Score -8.672018e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 101511 members 
Mstep: Class 4 contains 110338 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10128 members 
Mstep: Class 9 contains 25661 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 126330 members 
Mstep: Class 12 contains 1724 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28925 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34541 members 
Mstep: Class 22 contains 6810 members 
Mstep: Class 23 contains 13481 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 1369 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1457 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 706 members 
Mstep: Class 33 contains 1070 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12401 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720208.000000 Penalty: 118243.585938
Iteration 222Q: 37 clusters Score -8.672021e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101571 members 
Mstep: Class 4 contains 110263 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10126 members 
Mstep: Class 9 contains 25689 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 126319 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13062 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28929 members 
Mstep: Class 17 contains 6313 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34542 members 
Mstep: Class 22 contains 6808 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 1367 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1458 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1072 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12401 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720216.000000 Penalty: 118243.585938
Iteration 223Q: 37 clusters Score -8.672022e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101638 members 
Mstep: Class 4 contains 110198 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10117 members 
Mstep: Class 9 contains 25706 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 126308 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13058 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28933 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34542 members 
Mstep: Class 22 contains 6808 members 
Mstep: Class 23 contains 13480 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 1366 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1459 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1072 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12399 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720168.000000 Penalty: 118243.585938
Iteration 224Q: 37 clusters Score -8.672017e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101692 members 
Mstep: Class 4 contains 110153 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10108 members 
Mstep: Class 9 contains 25721 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 126293 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13051 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28943 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6810 members 
Mstep: Class 23 contains 13474 members 
Mstep: Class 24 contains 3909 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1363 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1461 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1072 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12393 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720064.000000 Penalty: 118243.585938
Iteration 225Q: 37 clusters Score -8.672006e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101721 members 
Mstep: Class 4 contains 110100 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8965 members 
Mstep: Class 8 contains 10100 members 
Mstep: Class 9 contains 25744 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 126303 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28940 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6807 members 
Mstep: Class 23 contains 13480 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1362 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1072 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12386 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720088.000000 Penalty: 118243.585938
Iteration 226Q: 37 clusters Score -8.672009e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101756 members 
Mstep: Class 4 contains 110084 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10095 members 
Mstep: Class 9 contains 25780 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 126273 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28937 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6803 members 
Mstep: Class 23 contains 13478 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1361 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1072 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12376 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720072.000000 Penalty: 118243.585938
Iteration 227Q: 37 clusters Score -8.672007e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101797 members 
Mstep: Class 4 contains 110080 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 25798 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 126241 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28928 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34543 members 
Mstep: Class 22 contains 6804 members 
Mstep: Class 23 contains 13477 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1361 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1072 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12366 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720040.000000 Penalty: 118243.585938
Iteration 228Q: 37 clusters Score -8.672004e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101824 members 
Mstep: Class 4 contains 110062 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10087 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 126236 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13058 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28923 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34542 members 
Mstep: Class 22 contains 6804 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1361 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1072 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12358 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720040.000000 Penalty: 118243.585938
Iteration 229Q: 37 clusters Score -8.672004e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101863 members 
Mstep: Class 4 contains 110024 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 25844 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 126223 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28923 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6798 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1359 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1073 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12352 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719944.000000 Penalty: 118243.585938
Iteration 230Q: 37 clusters Score -8.671994e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101892 members 
Mstep: Class 4 contains 110018 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 25864 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 126184 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28926 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 13474 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 1355 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1074 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12347 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720152.000000 Penalty: 118243.585938
Iteration 231Q: 37 clusters Score -8.672015e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101916 members 
Mstep: Class 4 contains 110027 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 25889 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 126147 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28923 members 
Mstep: Class 17 contains 6326 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1779 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6793 members 
Mstep: Class 23 contains 13467 members 
Mstep: Class 24 contains 3909 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1353 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12339 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720184.000000 Penalty: 118243.585938
Iteration 232Q: 37 clusters Score -8.672018e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101930 members 
Mstep: Class 4 contains 110041 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 25905 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 126119 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28928 members 
Mstep: Class 17 contains 6329 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19530 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 13462 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12330 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720384.000000 Penalty: 118243.585938
Iteration 233Q: 37 clusters Score -8.672038e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 101964 members 
Mstep: Class 4 contains 110035 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 25934 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 126074 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28929 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19530 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6789 members 
Mstep: Class 23 contains 13459 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12312 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720472.000000 Penalty: 118243.585938
Iteration 234Q: 37 clusters Score -8.672047e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102011 members 
Mstep: Class 4 contains 110021 members 
Mstep: Class 5 contains 4770 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10090 members 
Mstep: Class 9 contains 25966 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 126032 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28921 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19530 members 
Mstep: Class 21 contains 34548 members 
Mstep: Class 22 contains 6793 members 
Mstep: Class 23 contains 13451 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12301 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720360.000000 Penalty: 118243.585938
Iteration 235Q: 37 clusters Score -8.672036e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102065 members 
Mstep: Class 4 contains 109997 members 
Mstep: Class 5 contains 4771 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 26000 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 125984 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28916 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19530 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 13439 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12296 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720536.000000 Penalty: 118243.585938
Iteration 236Q: 37 clusters Score -8.672054e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102117 members 
Mstep: Class 4 contains 110000 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 26032 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 125922 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28911 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 34551 members 
Mstep: Class 22 contains 6793 members 
Mstep: Class 23 contains 13432 members 
Mstep: Class 24 contains 3905 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12286 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720584.000000 Penalty: 118243.585938
Iteration 237Q: 37 clusters Score -8.672058e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102176 members 
Mstep: Class 4 contains 109992 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 26059 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 125861 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28907 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19532 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6790 members 
Mstep: Class 23 contains 13427 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 1351 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12274 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720496.000000 Penalty: 118243.585938
Iteration 238Q: 37 clusters Score -8.67205e+07 nChanged 475
Entering ConstructFrom: 
Score: -86720496.000000 Penalty: 118243.585938
Entering ConstructFrom: 
Trying to split cluster 1 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -233057.468750 Penalty: 1831.075317
	Iteration 0F: 2 clusters Score -233057.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -230747.187500 Penalty: 3662.150635
	Iteration 0F: 3 clusters Score -230747.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -231173.296875 Penalty: 3662.150635
	Iteration 1F: 3 clusters Score -231173.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -231331.578125 Penalty: 3662.150635
	Iteration 2F: 3 clusters Score -231331.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231424.296875 Penalty: 3662.150635
	Iteration 3F: 3 clusters Score -231424.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -231502.093750 Penalty: 3662.150635
	Iteration 4Q: 3 clusters Score -231502.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -231567.750000 Penalty: 3662.150635
	Iteration 5Q: 3 clusters Score -231567.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -231613.062500 Penalty: 3662.150635
	Iteration 6Q: 3 clusters Score -231613.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -231653.984375 Penalty: 3662.150635
	Iteration 7Q: 3 clusters Score -231654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -231684.781250 Penalty: 3662.150635
	Iteration 8Q: 3 clusters Score -231684.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -231721.765625 Penalty: 3662.150635
	Iteration 9Q: 3 clusters Score -231721.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -231758.531250 Penalty: 3662.150635
	Iteration 10Q: 3 clusters Score -231758.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -231783.953125 Penalty: 3662.150635
	Iteration 11Q: 3 clusters Score -231784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -231804.718750 Penalty: 3662.150635
	Iteration 12Q: 3 clusters Score -231804.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -231830.296875 Penalty: 3662.150635
	Iteration 13Q: 3 clusters Score -231830.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -231851.562500 Penalty: 3662.150635
	Iteration 14Q: 3 clusters Score -231851.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231875.609375 Penalty: 3662.150635
	Iteration 15Q: 3 clusters Score -231875.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231894.109375 Penalty: 3662.150635
	Iteration 16Q: 3 clusters Score -231894.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -231910.171875 Penalty: 3662.150635
	Iteration 17Q: 3 clusters Score -231910.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -231923.703125 Penalty: 3662.150635
	Iteration 18Q: 3 clusters Score -231923.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -231931.953125 Penalty: 3662.150635
	Iteration 19Q: 3 clusters Score -231932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -231936.671875 Penalty: 3662.150635
	Iteration 20F: 3 clusters Score -231936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -231938.500000 Penalty: 3662.150635
	Iteration 21Q: 3 clusters Score -231938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -231941.406250 Penalty: 3662.150635
	Iteration 22Q: 3 clusters Score -231941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -231946.015625 Penalty: 3662.150635
	Iteration 23Q: 3 clusters Score -231946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -231949.984375 Penalty: 3662.150635
	Iteration 24Q: 3 clusters Score -231950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -231952.375000 Penalty: 3662.150635
	Iteration 25Q: 3 clusters Score -231952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -231953.390625 Penalty: 3662.150635
	Iteration 26Q: 3 clusters Score -231953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -231955.171875 Penalty: 3662.150635
	Iteration 27Q: 3 clusters Score -231955.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -231960.093750 Penalty: 3662.150635
	Iteration 28Q: 3 clusters Score -231960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -231962.953125 Penalty: 3662.150635
	Iteration 29Q: 3 clusters Score -231963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231963.390625 Penalty: 3662.150635
	Iteration 30Q: 3 clusters Score -231963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231963.390625 Penalty: 3662.150635
	Iteration 31F: 3 clusters Score -231963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -155966.312500 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -155966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -154033.828125 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -154033.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -154484.390625 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -154484.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -154682.656250 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -154682.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -154804.515625 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -154804.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -154880.703125 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -154880.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -154976.953125 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -154977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155068.578125 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -155068.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155132.859375 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -155132.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155160.156250 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -155160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -155169.140625 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -155169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -155184.390625 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -155184.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155206.437500 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -155206.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155225.015625 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -155225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155242.640625 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -155242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155249.281250 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -155249.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155258.484375 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -155258.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -155267.921875 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -155267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155271.156250 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -155271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155278.578125 Penalty: 3494.705078
	Iteration 18Q: 3 clusters Score -155278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -155285.015625 Penalty: 3494.705078
	Iteration 19Q: 3 clusters Score -155285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155287.687500 Penalty: 3494.705078
	Iteration 20F: 3 clusters Score -155287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155288.390625 Penalty: 3494.705078
	Iteration 21Q: 3 clusters Score -155288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155288.390625 Penalty: 3494.705078
	Iteration 22F: 3 clusters Score -155288.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Entering Unmasked Estep 
Score: -16143766.000000 Penalty: 2860.626465
	Iteration 0F: 2 clusters Score -1.614377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -16077068.000000 Penalty: 5721.252930
	Iteration 0F: 3 clusters Score -1.607707e+07 nChanged 48275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -16105203.000000 Penalty: 5721.252930
	Iteration 1F: 3 clusters Score -1.61052e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -16106258.000000 Penalty: 5721.252930
	Iteration 2Q: 3 clusters Score -1.610626e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59177 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -16107848.000000 Penalty: 5721.252930
	Iteration 3Q: 3 clusters Score -1.610785e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -16110072.000000 Penalty: 5721.252930
	Iteration 4Q: 3 clusters Score -1.611007e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -16113492.000000 Penalty: 5721.252930
	Iteration 5F: 3 clusters Score -1.611349e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -16118422.000000 Penalty: 5721.252930
	Iteration 6F: 3 clusters Score -1.611842e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -16124187.000000 Penalty: 5721.252930
	Iteration 7F: 3 clusters Score -1.612419e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -16129817.000000 Penalty: 5721.252930
	Iteration 8F: 3 clusters Score -1.612982e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92139 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -16134409.000000 Penalty: 5721.252930
	Iteration 9F: 3 clusters Score -1.613441e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -16137310.000000 Penalty: 5721.252930
	Iteration 10Q: 3 clusters Score -1.613731e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -16139078.000000 Penalty: 5721.252930
	Iteration 11Q: 3 clusters Score -1.613908e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -16140048.000000 Penalty: 5721.252930
	Iteration 12Q: 3 clusters Score -1.614005e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -16140589.000000 Penalty: 5721.252930
	Iteration 13Q: 3 clusters Score -1.614059e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -16140824.000000 Penalty: 5721.252930
	Iteration 14Q: 3 clusters Score -1.614082e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100898 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16140951.000000 Penalty: 5721.252930
	Iteration 15Q: 3 clusters Score -1.614095e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -16141036.000000 Penalty: 5721.252930
	Iteration 16Q: 3 clusters Score -1.614104e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101179 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16141114.000000 Penalty: 5721.252930
	Iteration 17Q: 3 clusters Score -1.614111e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16141176.000000 Penalty: 5721.252930
	Iteration 18Q: 3 clusters Score -1.614118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16141211.000000 Penalty: 5721.252930
	Iteration 19Q: 3 clusters Score -1.614121e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101347 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16141253.000000 Penalty: 5721.252930
	Iteration 20F: 3 clusters Score -1.614125e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -16141267.000000 Penalty: 5721.252930
	Iteration 21Q: 3 clusters Score -1.614127e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16141308.000000 Penalty: 5721.252930
	Iteration 22Q: 3 clusters Score -1.614131e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16141310.000000 Penalty: 5721.252930
	Iteration 23Q: 3 clusters Score -1.614131e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101450 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -16141334.000000 Penalty: 5721.252930
	Iteration 24Q: 3 clusters Score -1.614133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101462 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -16141340.000000 Penalty: 5721.252930
	Iteration 25Q: 3 clusters Score -1.614134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101471 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16141348.000000 Penalty: 5721.252930
	Iteration 26Q: 3 clusters Score -1.614135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -16141360.000000 Penalty: 5721.252930
	Iteration 27Q: 3 clusters Score -1.614136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -16141360.000000 Penalty: 5721.252930
	Iteration 28Q: 3 clusters Score -1.614136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101494 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -16141356.000000 Penalty: 5721.252930
	Iteration 29Q: 3 clusters Score -1.614136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -16141372.000000 Penalty: 5721.252930
	Iteration 30Q: 3 clusters Score -1.614137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101506 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -16141382.000000 Penalty: 5721.252930
	Iteration 31Q: 3 clusters Score -1.614138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -16141389.000000 Penalty: 5721.252930
	Iteration 32Q: 3 clusters Score -1.614139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101512 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -16141384.000000 Penalty: 5721.252930
	Iteration 33Q: 3 clusters Score -1.614138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101516 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -16141388.000000 Penalty: 5721.252930
	Iteration 34Q: 3 clusters Score -1.614139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101523 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -16141381.000000 Penalty: 5721.252930
	Iteration 35Q: 3 clusters Score -1.614138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -16141398.000000 Penalty: 5721.252930
	Iteration 36Q: 3 clusters Score -1.61414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -16141400.000000 Penalty: 5721.252930
	Iteration 37Q: 3 clusters Score -1.61414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16141396.000000 Penalty: 5721.252930
	Iteration 38Q: 3 clusters Score -1.61414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101533 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -16141398.000000 Penalty: 5721.252930
	Iteration 39Q: 3 clusters Score -1.61414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101534 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -16141404.000000 Penalty: 5721.252930
	Iteration 40F: 3 clusters Score -1.61414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -16141400.000000 Penalty: 5721.252930
	Iteration 41Q: 3 clusters Score -1.61414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101538 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -16141399.000000 Penalty: 5721.252930
	Iteration 42Q: 3 clusters Score -1.61414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -16141409.000000 Penalty: 5721.252930
	Iteration 43Q: 3 clusters Score -1.614141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101539 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -16141409.000000 Penalty: 5721.252930
	Iteration 44F: 3 clusters Score -1.614141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (110006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Entering Unmasked Estep 
Score: -17329674.000000 Penalty: 2878.855957
	Iteration 0F: 2 clusters Score -1.732967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 55178 members 
Entering Unmasked Estep 
Score: -17259136.000000 Penalty: 5757.711914
	Iteration 0F: 3 clusters Score -1.725914e+07 nChanged 52070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -17289542.000000 Penalty: 5757.711914
	Iteration 1F: 3 clusters Score -1.728954e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -17290754.000000 Penalty: 5757.711914
	Iteration 2Q: 3 clusters Score -1.729075e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -17292150.000000 Penalty: 5757.711914
	Iteration 3Q: 3 clusters Score -1.729215e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -17293938.000000 Penalty: 5757.711914
	Iteration 4Q: 3 clusters Score -1.729394e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -17295976.000000 Penalty: 5757.711914
	Iteration 5Q: 3 clusters Score -1.729598e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -17298716.000000 Penalty: 5757.711914
	Iteration 6Q: 3 clusters Score -1.729872e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -17302326.000000 Penalty: 5757.711914
	Iteration 7F: 3 clusters Score -1.730233e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
Score: -17306544.000000 Penalty: 5757.711914
	Iteration 8F: 3 clusters Score -1.730654e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -17310418.000000 Penalty: 5757.711914
	Iteration 9F: 3 clusters Score -1.731042e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -17313328.000000 Penalty: 5757.711914
	Iteration 10Q: 3 clusters Score -1.731333e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -17315260.000000 Penalty: 5757.711914
	Iteration 11Q: 3 clusters Score -1.731526e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -17316486.000000 Penalty: 5757.711914
	Iteration 12Q: 3 clusters Score -1.731649e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -17317556.000000 Penalty: 5757.711914
	Iteration 13Q: 3 clusters Score -1.731756e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -17318610.000000 Penalty: 5757.711914
	Iteration 14Q: 3 clusters Score -1.731861e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -17319528.000000 Penalty: 5757.711914
	Iteration 15Q: 3 clusters Score -1.731953e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -17320570.000000 Penalty: 5757.711914
	Iteration 16Q: 3 clusters Score -1.732057e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -17321636.000000 Penalty: 5757.711914
	Iteration 17Q: 3 clusters Score -1.732164e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -17322572.000000 Penalty: 5757.711914
	Iteration 18Q: 3 clusters Score -1.732257e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -17323534.000000 Penalty: 5757.711914
	Iteration 19Q: 3 clusters Score -1.732353e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -17324376.000000 Penalty: 5757.711914
	Iteration 20F: 3 clusters Score -1.732438e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -17325172.000000 Penalty: 5757.711914
	Iteration 21Q: 3 clusters Score -1.732517e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -17325694.000000 Penalty: 5757.711914
	Iteration 22Q: 3 clusters Score -1.732569e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 106103 members 
Entering Unmasked Estep 
Score: -17326012.000000 Penalty: 5757.711914
	Iteration 23Q: 3 clusters Score -1.732601e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -17326378.000000 Penalty: 5757.711914
	Iteration 24Q: 3 clusters Score -1.732638e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -17326660.000000 Penalty: 5757.711914
	Iteration 25Q: 3 clusters Score -1.732666e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 108117 members 
Entering Unmasked Estep 
Score: -17326896.000000 Penalty: 5757.711914
	Iteration 26Q: 3 clusters Score -1.73269e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -17327020.000000 Penalty: 5757.711914
	Iteration 27Q: 3 clusters Score -1.732702e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 108612 members 
Entering Unmasked Estep 
Score: -17327102.000000 Penalty: 5757.711914
	Iteration 28Q: 3 clusters Score -1.73271e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -17327166.000000 Penalty: 5757.711914
	Iteration 29Q: 3 clusters Score -1.732717e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -17327230.000000 Penalty: 5757.711914
	Iteration 30Q: 3 clusters Score -1.732723e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -17327272.000000 Penalty: 5757.711914
	Iteration 31Q: 3 clusters Score -1.732727e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 108998 members 
Entering Unmasked Estep 
Score: -17327294.000000 Penalty: 5757.711914
	Iteration 32Q: 3 clusters Score -1.732729e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -17327304.000000 Penalty: 5757.711914
	Iteration 33Q: 3 clusters Score -1.73273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -17327322.000000 Penalty: 5757.711914
	Iteration 34Q: 3 clusters Score -1.732732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -17327332.000000 Penalty: 5757.711914
	Iteration 35Q: 3 clusters Score -1.732733e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
Score: -17327362.000000 Penalty: 5757.711914
	Iteration 36Q: 3 clusters Score -1.732736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 109134 members 
Entering Unmasked Estep 
Score: -17327366.000000 Penalty: 5757.711914
	Iteration 37Q: 3 clusters Score -1.732737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -17327382.000000 Penalty: 5757.711914
	Iteration 38Q: 3 clusters Score -1.732738e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 109169 members 
Entering Unmasked Estep 
Score: -17327384.000000 Penalty: 5757.711914
	Iteration 39Q: 3 clusters Score -1.732738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -17327412.000000 Penalty: 5757.711914
	Iteration 40F: 3 clusters Score -1.732741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 109185 members 
Entering Unmasked Estep 
Score: -17327418.000000 Penalty: 5757.711914
	Iteration 41Q: 3 clusters Score -1.732742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -17327428.000000 Penalty: 5757.711914
	Iteration 42Q: 3 clusters Score -1.732743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -17327426.000000 Penalty: 5757.711914
	Iteration 43Q: 3 clusters Score -1.732743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -17327436.000000 Penalty: 5757.711914
	Iteration 44Q: 3 clusters Score -1.732744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 109195 members 
Entering Unmasked Estep 
Score: -17327434.000000 Penalty: 5757.711914
	Iteration 45Q: 3 clusters Score -1.732743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 109196 members 
Entering Unmasked Estep 
Score: -17327442.000000 Penalty: 5757.711914
	Iteration 46Q: 3 clusters Score -1.732744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -17327438.000000 Penalty: 5757.711914
	Iteration 47Q: 3 clusters Score -1.732744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -17327442.000000 Penalty: 5757.711914
	Iteration 48Q: 3 clusters Score -1.732744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 109200 members 
Entering Unmasked Estep 
Score: -17327442.000000 Penalty: 5757.711914
	Iteration 49F: 3 clusters Score -1.732744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -695710.187500 Penalty: 2100.741211
	Iteration 0F: 2 clusters Score -695710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -691370.500000 Penalty: 4201.482422
	Iteration 0F: 3 clusters Score -691370.5 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -692423.625000 Penalty: 4201.482422
	Iteration 1F: 3 clusters Score -692423.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -692710.312500 Penalty: 4201.482422
	Iteration 2F: 3 clusters Score -692710.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -692922.750000 Penalty: 4201.482422
	Iteration 3F: 3 clusters Score -692922.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -693092.812500 Penalty: 4201.482422
	Iteration 4Q: 3 clusters Score -693092.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -693274.625000 Penalty: 4201.482422
	Iteration 5Q: 3 clusters Score -693274.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -693485.625000 Penalty: 4201.482422
	Iteration 6Q: 3 clusters Score -693485.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -693723.562500 Penalty: 4201.482422
	Iteration 7F: 3 clusters Score -693723.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -693941.687500 Penalty: 4201.482422
	Iteration 8Q: 3 clusters Score -693941.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -694116.062500 Penalty: 4201.482422
	Iteration 9Q: 3 clusters Score -694116.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -694254.312500 Penalty: 4201.482422
	Iteration 10Q: 3 clusters Score -694254.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -694377.125000 Penalty: 4201.482422
	Iteration 11Q: 3 clusters Score -694377.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -694490.500000 Penalty: 4201.482422
	Iteration 12Q: 3 clusters Score -694490.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -694587.187500 Penalty: 4201.482422
	Iteration 13Q: 3 clusters Score -694587.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -694680.875000 Penalty: 4201.482422
	Iteration 14Q: 3 clusters Score -694680.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -694776.812500 Penalty: 4201.482422
	Iteration 15Q: 3 clusters Score -694776.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -694842.312500 Penalty: 4201.482422
	Iteration 16Q: 3 clusters Score -694842.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -694902.125000 Penalty: 4201.482422
	Iteration 17Q: 3 clusters Score -694902.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -694968.875000 Penalty: 4201.482422
	Iteration 18Q: 3 clusters Score -694968.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -695015.125000 Penalty: 4201.482422
	Iteration 19Q: 3 clusters Score -695015.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -695048.000000 Penalty: 4201.482422
	Iteration 20F: 3 clusters Score -695048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -695070.187500 Penalty: 4201.482422
	Iteration 21Q: 3 clusters Score -695070.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -695089.312500 Penalty: 4201.482422
	Iteration 22Q: 3 clusters Score -695089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -695093.562500 Penalty: 4201.482422
	Iteration 23Q: 3 clusters Score -695093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -695093.125000 Penalty: 4201.482422
	Iteration 24Q: 3 clusters Score -695093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -695096.187500 Penalty: 4201.482422
	Iteration 25Q: 3 clusters Score -695096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -695096.500000 Penalty: 4201.482422
	Iteration 26Q: 3 clusters Score -695096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -695098.937500 Penalty: 4201.482422
	Iteration 27Q: 3 clusters Score -695098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -695098.437500 Penalty: 4201.482422
	Iteration 28Q: 3 clusters Score -695098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -695098.937500 Penalty: 4201.482422
	Iteration 29Q: 3 clusters Score -695098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -695098.500000 Penalty: 4201.482422
	Iteration 30Q: 3 clusters Score -695098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -695099.125000 Penalty: 4201.482422
	Iteration 31Q: 3 clusters Score -695099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -695099.125000 Penalty: 4201.482422
	Iteration 32F: 3 clusters Score -695099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -566201.062500 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -566201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -562536.750000 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -562536.8 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -563372.375000 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -563372.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -563591.312500 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -563591.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -563719.312500 Penalty: 4068.159668
	Iteration 3F: 3 clusters Score -563719.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -563817.687500 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -563817.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -563891.250000 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -563891.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -563942.562500 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -563942.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -563984.812500 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -563984.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -564034.375000 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -564034.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -564077.812500 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -564077.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -564114.750000 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -564114.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -564148.750000 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -564148.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -564174.437500 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -564174.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -564195.500000 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -564195.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -564212.437500 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -564212.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -564235.375000 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -564235.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -564255.000000 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -564255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -564272.625000 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -564272.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -564284.375000 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -564284.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -564293.312500 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -564293.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -564305.875000 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -564305.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -564320.187500 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -564320.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -564328.687500 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -564328.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -564341.187500 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -564341.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -564353.250000 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -564353.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -564366.125000 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -564366.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -564378.375000 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -564378.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -564386.000000 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -564386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -564395.937500 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -564395.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -564405.875000 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -564405.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -564416.937500 Penalty: 4068.159668
	Iteration 30Q: 3 clusters Score -564416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -564422.625000 Penalty: 4068.159668
	Iteration 31Q: 3 clusters Score -564422.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -564426.812500 Penalty: 4068.159668
	Iteration 32Q: 3 clusters Score -564426.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -564432.312500 Penalty: 4068.159668
	Iteration 33Q: 3 clusters Score -564432.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -564437.875000 Penalty: 4068.159668
	Iteration 34Q: 3 clusters Score -564437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -564441.125000 Penalty: 4068.159668
	Iteration 35Q: 3 clusters Score -564441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -564443.812500 Penalty: 4068.159668
	Iteration 36Q: 3 clusters Score -564443.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -564445.812500 Penalty: 4068.159668
	Iteration 37Q: 3 clusters Score -564445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -564448.000000 Penalty: 4068.159668
	Iteration 38Q: 3 clusters Score -564448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -564450.375000 Penalty: 4068.159668
	Iteration 39Q: 3 clusters Score -564450.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -564453.250000 Penalty: 4068.159668
	Iteration 40F: 3 clusters Score -564453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -564456.312500 Penalty: 4068.159668
	Iteration 41Q: 3 clusters Score -564456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -564457.750000 Penalty: 4068.159668
	Iteration 42Q: 3 clusters Score -564457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -564460.562500 Penalty: 4068.159668
	Iteration 43Q: 3 clusters Score -564460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -564462.500000 Penalty: 4068.159668
	Iteration 44Q: 3 clusters Score -564462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -564463.500000 Penalty: 4068.159668
	Iteration 45Q: 3 clusters Score -564463.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -564466.500000 Penalty: 4068.159668
	Iteration 46Q: 3 clusters Score -564466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -564468.875000 Penalty: 4068.159668
	Iteration 47Q: 3 clusters Score -564468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -564470.937500 Penalty: 4068.159668
	Iteration 48Q: 3 clusters Score -564470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -564470.437500 Penalty: 4068.159668
	Iteration 49Q: 3 clusters Score -564470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -564470.812500 Penalty: 4068.159668
	Iteration 50Q: 3 clusters Score -564470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -564470.812500 Penalty: 4068.159668
	Iteration 51F: 3 clusters Score -564470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Entering Unmasked Estep 
Score: -1348183.250000 Penalty: 2257.124023
	Iteration 0F: 2 clusters Score -1348183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1341298.625000 Penalty: 4514.248047
	Iteration 0F: 3 clusters Score -1341299 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1343212.250000 Penalty: 4514.248047
	Iteration 1F: 3 clusters Score -1343212 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1343520.625000 Penalty: 4514.248047
	Iteration 2F: 3 clusters Score -1343521 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1343717.875000 Penalty: 4514.248047
	Iteration 3F: 3 clusters Score -1343718 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1343863.000000 Penalty: 4514.248047
	Iteration 4Q: 3 clusters Score -1343863 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1343971.750000 Penalty: 4514.248047
	Iteration 5Q: 3 clusters Score -1343972 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1344059.750000 Penalty: 4514.248047
	Iteration 6Q: 3 clusters Score -1344060 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1344139.000000 Penalty: 4514.248047
	Iteration 7Q: 3 clusters Score -1344139 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1344225.875000 Penalty: 4514.248047
	Iteration 8Q: 3 clusters Score -1344226 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1344304.875000 Penalty: 4514.248047
	Iteration 9Q: 3 clusters Score -1344305 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1344394.000000 Penalty: 4514.248047
	Iteration 10Q: 3 clusters Score -1344394 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1344472.750000 Penalty: 4514.248047
	Iteration 11Q: 3 clusters Score -1344473 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1344537.375000 Penalty: 4514.248047
	Iteration 12Q: 3 clusters Score -1344537 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1344620.000000 Penalty: 4514.248047
	Iteration 13Q: 3 clusters Score -1344620 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1344723.250000 Penalty: 4514.248047
	Iteration 14Q: 3 clusters Score -1344723 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1344845.500000 Penalty: 4514.248047
	Iteration 15Q: 3 clusters Score -1344846 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1344962.125000 Penalty: 4514.248047
	Iteration 16Q: 3 clusters Score -1344962 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1345070.875000 Penalty: 4514.248047
	Iteration 17Q: 3 clusters Score -1345071 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1345208.625000 Penalty: 4514.248047
	Iteration 18Q: 3 clusters Score -1345209 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1345382.750000 Penalty: 4514.248047
	Iteration 19Q: 3 clusters Score -1345383 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1345538.750000 Penalty: 4514.248047
	Iteration 20F: 3 clusters Score -1345539 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1345688.875000 Penalty: 4514.248047
	Iteration 21Q: 3 clusters Score -1345689 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1345808.375000 Penalty: 4514.248047
	Iteration 22Q: 3 clusters Score -1345808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1345894.625000 Penalty: 4514.248047
	Iteration 23Q: 3 clusters Score -1345895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1345974.375000 Penalty: 4514.248047
	Iteration 24Q: 3 clusters Score -1345974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1346039.250000 Penalty: 4514.248047
	Iteration 25Q: 3 clusters Score -1346039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1346094.875000 Penalty: 4514.248047
	Iteration 26Q: 3 clusters Score -1346095 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1346144.375000 Penalty: 4514.248047
	Iteration 27Q: 3 clusters Score -1346144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1346184.125000 Penalty: 4514.248047
	Iteration 28Q: 3 clusters Score -1346184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1346199.125000 Penalty: 4514.248047
	Iteration 29Q: 3 clusters Score -1346199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1346215.125000 Penalty: 4514.248047
	Iteration 30Q: 3 clusters Score -1346215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1346225.750000 Penalty: 4514.248047
	Iteration 31Q: 3 clusters Score -1346226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1346232.875000 Penalty: 4514.248047
	Iteration 32Q: 3 clusters Score -1346233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1346241.625000 Penalty: 4514.248047
	Iteration 33Q: 3 clusters Score -1346242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1346248.875000 Penalty: 4514.248047
	Iteration 34Q: 3 clusters Score -1346249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1346255.000000 Penalty: 4514.248047
	Iteration 35Q: 3 clusters Score -1346255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1346263.500000 Penalty: 4514.248047
	Iteration 36Q: 3 clusters Score -1346264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1346272.375000 Penalty: 4514.248047
	Iteration 37Q: 3 clusters Score -1346272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1346276.250000 Penalty: 4514.248047
	Iteration 38Q: 3 clusters Score -1346276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1346282.875000 Penalty: 4514.248047
	Iteration 39Q: 3 clusters Score -1346283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1346288.625000 Penalty: 4514.248047
	Iteration 40F: 3 clusters Score -1346289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1346293.625000 Penalty: 4514.248047
	Iteration 41Q: 3 clusters Score -1346294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1346294.875000 Penalty: 4514.248047
	Iteration 42Q: 3 clusters Score -1346295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1346295.750000 Penalty: 4514.248047
	Iteration 43Q: 3 clusters Score -1346296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1346296.625000 Penalty: 4514.248047
	Iteration 44Q: 3 clusters Score -1346297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1346302.125000 Penalty: 4514.248047
	Iteration 45Q: 3 clusters Score -1346302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1346304.000000 Penalty: 4514.248047
	Iteration 46Q: 3 clusters Score -1346304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1346307.125000 Penalty: 4514.248047
	Iteration 47Q: 3 clusters Score -1346307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1346310.750000 Penalty: 4514.248047
	Iteration 48Q: 3 clusters Score -1346311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1346314.250000 Penalty: 4514.248047
	Iteration 49Q: 3 clusters Score -1346314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1346317.125000 Penalty: 4514.248047
	Iteration 50Q: 3 clusters Score -1346317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1346316.875000 Penalty: 4514.248047
	Iteration 51Q: 3 clusters Score -1346317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1346316.375000 Penalty: 4514.248047
	Iteration 52Q: 3 clusters Score -1346316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1346316.375000 Penalty: 4514.248047
	Iteration 53Q: 3 clusters Score -1346316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1346316.375000 Penalty: 4514.248047
	Iteration 54F: 3 clusters Score -1346316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Entering Unmasked Estep 
Score: -1607037.625000 Penalty: 2286.411133
	Iteration 0F: 2 clusters Score -1607038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1599298.250000 Penalty: 4572.822266
	Iteration 0F: 3 clusters Score -1599298 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1601489.000000 Penalty: 4572.822266
	Iteration 1F: 3 clusters Score -1601489 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1601789.250000 Penalty: 4572.822266
	Iteration 2F: 3 clusters Score -1601789 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1602018.250000 Penalty: 4572.822266
	Iteration 3F: 3 clusters Score -1602018 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1602181.375000 Penalty: 4572.822266
	Iteration 4Q: 3 clusters Score -1602181 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1602315.875000 Penalty: 4572.822266
	Iteration 5Q: 3 clusters Score -1602316 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1602443.375000 Penalty: 4572.822266
	Iteration 6Q: 3 clusters Score -1602443 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1602541.375000 Penalty: 4572.822266
	Iteration 7Q: 3 clusters Score -1602541 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1602643.625000 Penalty: 4572.822266
	Iteration 8Q: 3 clusters Score -1602644 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1602737.250000 Penalty: 4572.822266
	Iteration 9Q: 3 clusters Score -1602737 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1602850.125000 Penalty: 4572.822266
	Iteration 10Q: 3 clusters Score -1602850 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1602986.875000 Penalty: 4572.822266
	Iteration 11Q: 3 clusters Score -1602987 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1603186.375000 Penalty: 4572.822266
	Iteration 12Q: 3 clusters Score -1603186 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1603474.000000 Penalty: 4572.822266
	Iteration 13Q: 3 clusters Score -1603474 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1603896.125000 Penalty: 4572.822266
	Iteration 14Q: 3 clusters Score -1603896 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1604311.250000 Penalty: 4572.822266
	Iteration 15Q: 3 clusters Score -1604311 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1604660.375000 Penalty: 4572.822266
	Iteration 16Q: 3 clusters Score -1604660 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1604965.500000 Penalty: 4572.822266
	Iteration 17Q: 3 clusters Score -1604966 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1605205.000000 Penalty: 4572.822266
	Iteration 18Q: 3 clusters Score -1605205 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1605394.500000 Penalty: 4572.822266
	Iteration 19Q: 3 clusters Score -1605394 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1605543.250000 Penalty: 4572.822266
	Iteration 20F: 3 clusters Score -1605543 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1605638.750000 Penalty: 4572.822266
	Iteration 21Q: 3 clusters Score -1605639 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1605695.500000 Penalty: 4572.822266
	Iteration 22Q: 3 clusters Score -1605696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1605743.500000 Penalty: 4572.822266
	Iteration 23Q: 3 clusters Score -1605744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1605771.375000 Penalty: 4572.822266
	Iteration 24Q: 3 clusters Score -1605771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1605780.375000 Penalty: 4572.822266
	Iteration 25Q: 3 clusters Score -1605780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1605792.375000 Penalty: 4572.822266
	Iteration 26Q: 3 clusters Score -1605792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1605799.750000 Penalty: 4572.822266
	Iteration 27Q: 3 clusters Score -1605800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1605805.000000 Penalty: 4572.822266
	Iteration 28Q: 3 clusters Score -1605805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1605813.375000 Penalty: 4572.822266
	Iteration 29Q: 3 clusters Score -1605813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1605816.125000 Penalty: 4572.822266
	Iteration 30Q: 3 clusters Score -1605816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1605820.375000 Penalty: 4572.822266
	Iteration 31Q: 3 clusters Score -1605820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1605824.250000 Penalty: 4572.822266
	Iteration 32Q: 3 clusters Score -1605824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1605824.875000 Penalty: 4572.822266
	Iteration 33Q: 3 clusters Score -1605825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1605823.500000 Penalty: 4572.822266
	Iteration 34Q: 3 clusters Score -1605824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1605826.375000 Penalty: 4572.822266
	Iteration 35Q: 3 clusters Score -1605826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1605824.250000 Penalty: 4572.822266
	Iteration 36Q: 3 clusters Score -1605824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1605824.250000 Penalty: 4572.822266
	Iteration 37F: 3 clusters Score -1605824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Entering Unmasked Estep 
Score: -4135631.500000 Penalty: 2521.912109
	Iteration 0F: 2 clusters Score -4135632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -4117759.250000 Penalty: 5043.824219
	Iteration 0F: 3 clusters Score -4117759 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4124117.750000 Penalty: 5043.824219
	Iteration 1F: 3 clusters Score -4124118 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4124543.750000 Penalty: 5043.824219
	Iteration 2Q: 3 clusters Score -4124544 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4124909.250000 Penalty: 5043.824219
	Iteration 3Q: 3 clusters Score -4124909 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -4125237.250000 Penalty: 5043.824219
	Iteration 4Q: 3 clusters Score -4125237 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4125496.500000 Penalty: 5043.824219
	Iteration 5Q: 3 clusters Score -4125496 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4125704.750000 Penalty: 5043.824219
	Iteration 6Q: 3 clusters Score -4125705 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4125910.500000 Penalty: 5043.824219
	Iteration 7Q: 3 clusters Score -4125910 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -4126069.750000 Penalty: 5043.824219
	Iteration 8Q: 3 clusters Score -4126070 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4126257.750000 Penalty: 5043.824219
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Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 11108 members 
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Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4127471 nChanged 895
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Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 7920 members 
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Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4130743 nChanged 766
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Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 3125 members 
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Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 2902 members 
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Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 2718 members 
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Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 2559 members 
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Mstep: Class 1 contains 23662 members 
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Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 2314 members 
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	Iteration 33Q: 3 clusters Score -4132978 nChanged 81
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Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 2233 members 
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	Iteration 34Q: 3 clusters Score -4132998 nChanged 83
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Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 2150 members 
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Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 2074 members 
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	Iteration 36Q: 3 clusters Score -4133049 nChanged 61
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Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 2013 members 
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	Iteration 37Q: 3 clusters Score -4133082 nChanged 72
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Mstep: Class 1 contains 24213 members 
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Mstep: Class 1 contains 24276 members 
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	Iteration 40F: 3 clusters Score -4133152 nChanged 52
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Mstep: Class 1 contains 24379 members 
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	Iteration 42Q: 3 clusters Score -4133208 nChanged 54
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Mstep: Class 1 contains 24431 members 
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Mstep: Class 1 contains 24623 members 
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Mstep: Class 1 contains 24663 members 
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	Iteration 48Q: 3 clusters Score -4133316 nChanged 34
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Mstep: Class 1 contains 24711 members 
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Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 1356 members 
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	Iteration 51Q: 3 clusters Score -4133338 nChanged 19
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Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1337 members 
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	Iteration 52Q: 3 clusters Score -4133339 nChanged 11
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Mstep: Class 1 contains 24756 members 
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	Iteration 53Q: 3 clusters Score -4133341 nChanged 11
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Mstep: Class 1 contains 24765 members 
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Mstep: Class 1 contains 24772 members 
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	Iteration 55Q: 3 clusters Score -4133348 nChanged 11
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Mstep: Class 1 contains 24781 members 
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	Iteration 56Q: 3 clusters Score -4133360 nChanged 10
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	Iteration 57Q: 3 clusters Score -4133358 nChanged 14
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Mstep: Class 1 contains 24803 members 
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	Iteration 58Q: 3 clusters Score -4133360 nChanged 9
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	Iteration 59Q: 3 clusters Score -4133364 nChanged 8
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Mstep: Class 1 contains 24820 members 
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	Iteration 60F: 3 clusters Score -4133366 nChanged 6
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	Iteration 61Q: 3 clusters Score -4133370 nChanged 6
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Mstep: Class 1 contains 24830 members 
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	Iteration 62Q: 3 clusters Score -4133370 nChanged 4
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	Iteration 63Q: 3 clusters Score -4133375 nChanged 7
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	Iteration 64Q: 3 clusters Score -4133379 nChanged 6
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Mstep: Class 1 contains 24843 members 
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	Iteration 65Q: 3 clusters Score -4133375 nChanged 3
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	Iteration 66Q: 3 clusters Score -4133374 nChanged 3
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	Iteration 67Q: 3 clusters Score -4133375 nChanged 2
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	Iteration 68Q: 3 clusters Score -4133377 nChanged 2
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	Iteration 69Q: 3 clusters Score -4133382 nChanged 4
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	Iteration 70Q: 3 clusters Score -4133380 nChanged 3
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	Iteration 71Q: 3 clusters Score -4133388 nChanged 8
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	Iteration 72Q: 3 clusters Score -4133385 nChanged 7
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Mstep: Class 1 contains 24873 members 
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	Iteration 73Q: 3 clusters Score -4133392 nChanged 8
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Mstep: Class 1 contains 24879 members 
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	Iteration 74Q: 3 clusters Score -4133394 nChanged 13
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	Iteration 75Q: 3 clusters Score -4133402 nChanged 13
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	Iteration 76Q: 3 clusters Score -4133406 nChanged 20
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	Iteration 77Q: 3 clusters Score -4133417 nChanged 14
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4133416 nChanged 12
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	Iteration 79Q: 3 clusters Score -4133415 nChanged 13
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Entering Unmasked Estep 
Score: -4133422.750000 Penalty: 5043.824219
	Iteration 80F: 3 clusters Score -4133423 nChanged 13
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Mstep: Class 1 contains 24975 members 
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	Iteration 81Q: 3 clusters Score -4133436 nChanged 20
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Mstep: Class 1 contains 24991 members 
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	Iteration 82Q: 3 clusters Score -4133449 nChanged 13
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Mstep: Class 1 contains 25002 members 
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	Iteration 83Q: 3 clusters Score -4133452 nChanged 8
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Mstep: Class 1 contains 25010 members 
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	Iteration 84Q: 3 clusters Score -4133453 nChanged 10
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	Iteration 85Q: 3 clusters Score -4133453 nChanged 11
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	Iteration 86Q: 3 clusters Score -4133457 nChanged 8
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	Iteration 87Q: 3 clusters Score -4133457 nChanged 7
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	Iteration 88Q: 3 clusters Score -4133457 nChanged 5
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	Iteration 89Q: 3 clusters Score -4133454 nChanged 7
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	Iteration 90Q: 3 clusters Score -4133464 nChanged 12
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	Iteration 91Q: 3 clusters Score -4133463 nChanged 10
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	Iteration 92Q: 3 clusters Score -4133470 nChanged 7
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	Iteration 93Q: 3 clusters Score -4133472 nChanged 8
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	Iteration 94Q: 3 clusters Score -4133474 nChanged 4
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	Iteration 95Q: 3 clusters Score -4133472 nChanged 6
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	Iteration 96Q: 3 clusters Score -4133481 nChanged 10
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	Iteration 97Q: 3 clusters Score -4133478 nChanged 6
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	Iteration 98Q: 3 clusters Score -4133482 nChanged 5
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	Iteration 99Q: 3 clusters Score -4133484 nChanged 4
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4133488 nChanged 1
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	Iteration 101Q: 3 clusters Score -4133488 nChanged 0
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Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4133487.750000 Penalty: 5043.824219
	Iteration 102F: 3 clusters Score -4133488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Entering Unmasked Estep 
Score: -1463995.250000 Penalty: 2268.845703
	Iteration 0F: 2 clusters Score -1463995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1456778.250000 Penalty: 4537.691406
	Iteration 0F: 3 clusters Score -1456778 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1458750.500000 Penalty: 4537.691406
	Iteration 1F: 3 clusters Score -1458750 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1458994.375000 Penalty: 4537.691406
	Iteration 2F: 3 clusters Score -1458994 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1459177.125000 Penalty: 4537.691406
	Iteration 3Q: 3 clusters Score -1459177 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1459323.125000 Penalty: 4537.691406
	Iteration 4Q: 3 clusters Score -1459323 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1459442.250000 Penalty: 4537.691406
	Iteration 5Q: 3 clusters Score -1459442 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1459561.000000 Penalty: 4537.691406
	Iteration 6Q: 3 clusters Score -1459561 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1459679.000000 Penalty: 4537.691406
	Iteration 7Q: 3 clusters Score -1459679 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1459784.125000 Penalty: 4537.691406
	Iteration 8Q: 3 clusters Score -1459784 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1459882.125000 Penalty: 4537.691406
	Iteration 9Q: 3 clusters Score -1459882 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1459983.250000 Penalty: 4537.691406
	Iteration 10Q: 3 clusters Score -1459983 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1460084.000000 Penalty: 4537.691406
	Iteration 11Q: 3 clusters Score -1460084 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1460192.500000 Penalty: 4537.691406
	Iteration 12Q: 3 clusters Score -1460192 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1460325.125000 Penalty: 4537.691406
	Iteration 13Q: 3 clusters Score -1460325 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1460480.000000 Penalty: 4537.691406
	Iteration 14Q: 3 clusters Score -1460480 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1460647.625000 Penalty: 4537.691406
	Iteration 15Q: 3 clusters Score -1460648 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1460833.375000 Penalty: 4537.691406
	Iteration 16Q: 3 clusters Score -1460833 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1461012.250000 Penalty: 4537.691406
	Iteration 17Q: 3 clusters Score -1461012 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1461184.875000 Penalty: 4537.691406
	Iteration 18Q: 3 clusters Score -1461185 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1461360.000000 Penalty: 4537.691406
	Iteration 19Q: 3 clusters Score -1461360 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1461509.125000 Penalty: 4537.691406
	Iteration 20F: 3 clusters Score -1461509 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1461632.375000 Penalty: 4537.691406
	Iteration 21Q: 3 clusters Score -1461632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1461720.000000 Penalty: 4537.691406
	Iteration 22Q: 3 clusters Score -1461720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1461790.000000 Penalty: 4537.691406
	Iteration 23Q: 3 clusters Score -1461790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1461845.500000 Penalty: 4537.691406
	Iteration 24Q: 3 clusters Score -1461846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1461891.625000 Penalty: 4537.691406
	Iteration 25Q: 3 clusters Score -1461892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1461927.500000 Penalty: 4537.691406
	Iteration 26Q: 3 clusters Score -1461928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1461945.625000 Penalty: 4537.691406
	Iteration 27Q: 3 clusters Score -1461946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1461959.375000 Penalty: 4537.691406
	Iteration 28Q: 3 clusters Score -1461959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1461970.125000 Penalty: 4537.691406
	Iteration 29Q: 3 clusters Score -1461970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1461981.500000 Penalty: 4537.691406
	Iteration 30Q: 3 clusters Score -1461982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1461993.000000 Penalty: 4537.691406
	Iteration 31Q: 3 clusters Score -1461993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1461997.875000 Penalty: 4537.691406
	Iteration 32Q: 3 clusters Score -1461998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1462004.625000 Penalty: 4537.691406
	Iteration 33Q: 3 clusters Score -1462005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1462010.125000 Penalty: 4537.691406
	Iteration 34Q: 3 clusters Score -1462010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1462011.250000 Penalty: 4537.691406
	Iteration 35Q: 3 clusters Score -1462011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1462012.750000 Penalty: 4537.691406
	Iteration 36Q: 3 clusters Score -1462013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1462012.875000 Penalty: 4537.691406
	Iteration 37Q: 3 clusters Score -1462013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1462012.875000 Penalty: 4537.691406
	Iteration 38F: 3 clusters Score -1462013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125811 members 
Entering Unmasked Estep 
Score: -19780838.000000 Penalty: 2912.148926
	Iteration 0F: 2 clusters Score -1.978084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62895 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -19700688.000000 Penalty: 5824.297852
	Iteration 0F: 3 clusters Score -1.970069e+07 nChanged 60155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -19735344.000000 Penalty: 5824.297852
	Iteration 1F: 3 clusters Score -1.973534e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -19736162.000000 Penalty: 5824.297852
	Iteration 2Q: 3 clusters Score -1.973616e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -19737508.000000 Penalty: 5824.297852
	Iteration 3Q: 3 clusters Score -1.973751e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -19739624.000000 Penalty: 5824.297852
	Iteration 4Q: 3 clusters Score -1.973962e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -19743016.000000 Penalty: 5824.297852
	Iteration 5F: 3 clusters Score -1.974302e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -19747928.000000 Penalty: 5824.297852
	Iteration 6F: 3 clusters Score -1.974793e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -19755146.000000 Penalty: 5824.297852
	Iteration 7F: 3 clusters Score -1.975515e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -19763848.000000 Penalty: 5824.297852
	Iteration 8F: 3 clusters Score -1.976385e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -19772566.000000 Penalty: 5824.297852
	Iteration 9F: 3 clusters Score -1.977257e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -19776554.000000 Penalty: 5824.297852
	Iteration 10Q: 3 clusters Score -1.977655e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -19777684.000000 Penalty: 5824.297852
	Iteration 11Q: 3 clusters Score -1.977768e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -19778258.000000 Penalty: 5824.297852
	Iteration 12Q: 3 clusters Score -1.977826e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 112797 members 
Entering Unmasked Estep 
Score: -19778530.000000 Penalty: 5824.297852
	Iteration 13Q: 3 clusters Score -1.977853e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 115265 members 
Entering Unmasked Estep 
Score: -19778342.000000 Penalty: 5824.297852
	Iteration 14Q: 3 clusters Score -1.977834e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -19778302.000000 Penalty: 5824.297852
	Iteration 15Q: 3 clusters Score -1.97783e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 119267 members 
Entering Unmasked Estep 
Score: -19778390.000000 Penalty: 5824.297852
	Iteration 16Q: 3 clusters Score -1.977839e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -19778416.000000 Penalty: 5824.297852
	Iteration 17Q: 3 clusters Score -1.977842e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 122013 members 
Entering Unmasked Estep 
Score: -19778396.000000 Penalty: 5824.297852
	Iteration 18Q: 3 clusters Score -1.97784e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 122989 members 
Entering Unmasked Estep 
Score: -19778426.000000 Penalty: 5824.297852
	Iteration 19Q: 3 clusters Score -1.977843e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 123680 members 
Entering Unmasked Estep 
Score: -19778522.000000 Penalty: 5824.297852
	Iteration 20F: 3 clusters Score -1.977852e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -19778482.000000 Penalty: 5824.297852
	Iteration 21Q: 3 clusters Score -1.977848e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 124569 members 
Entering Unmasked Estep 
Score: -19778496.000000 Penalty: 5824.297852
	Iteration 22Q: 3 clusters Score -1.97785e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -19778502.000000 Penalty: 5824.297852
	Iteration 23Q: 3 clusters Score -1.97785e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 124975 members 
Entering Unmasked Estep 
Score: -19778510.000000 Penalty: 5824.297852
	Iteration 24Q: 3 clusters Score -1.977851e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -19778512.000000 Penalty: 5824.297852
	Iteration 25Q: 3 clusters Score -1.977851e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 125172 members 
Entering Unmasked Estep 
Score: -19778552.000000 Penalty: 5824.297852
	Iteration 26Q: 3 clusters Score -1.977855e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 125218 members 
Entering Unmasked Estep 
Score: -19778580.000000 Penalty: 5824.297852
	Iteration 27Q: 3 clusters Score -1.977858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -19778574.000000 Penalty: 5824.297852
	Iteration 28Q: 3 clusters Score -1.977857e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -19778596.000000 Penalty: 5824.297852
	Iteration 29Q: 3 clusters Score -1.97786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 125290 members 
Entering Unmasked Estep 
Score: -19778596.000000 Penalty: 5824.297852
	Iteration 30Q: 3 clusters Score -1.97786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 125300 members 
Entering Unmasked Estep 
Score: -19778600.000000 Penalty: 5824.297852
	Iteration 31Q: 3 clusters Score -1.97786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -19778580.000000 Penalty: 5824.297852
	Iteration 32Q: 3 clusters Score -1.977858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -19778592.000000 Penalty: 5824.297852
	Iteration 33Q: 3 clusters Score -1.977859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 125325 members 
Entering Unmasked Estep 
Score: -19778606.000000 Penalty: 5824.297852
	Iteration 34Q: 3 clusters Score -1.977861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 125332 members 
Entering Unmasked Estep 
Score: -19778600.000000 Penalty: 5824.297852
	Iteration 35Q: 3 clusters Score -1.97786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 125337 members 
Entering Unmasked Estep 
Score: -19778586.000000 Penalty: 5824.297852
	Iteration 36Q: 3 clusters Score -1.977859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 125341 members 
Entering Unmasked Estep 
Score: -19778598.000000 Penalty: 5824.297852
	Iteration 37Q: 3 clusters Score -1.97786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -19778602.000000 Penalty: 5824.297852
	Iteration 38Q: 3 clusters Score -1.97786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 125351 members 
Entering Unmasked Estep 
Score: -19778604.000000 Penalty: 5824.297852
	Iteration 39Q: 3 clusters Score -1.97786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 125358 members 
Entering Unmasked Estep 
Score: -19778594.000000 Penalty: 5824.297852
	Iteration 40F: 3 clusters Score -1.977859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 125363 members 
Entering Unmasked Estep 
Score: -19778588.000000 Penalty: 5824.297852
	Iteration 41Q: 3 clusters Score -1.977859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -19778588.000000 Penalty: 5824.297852
	Iteration 42Q: 3 clusters Score -1.977859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 125374 members 
Entering Unmasked Estep 
Score: -19778582.000000 Penalty: 5824.297852
	Iteration 43Q: 3 clusters Score -1.977858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 125377 members 
Entering Unmasked Estep 
Score: -19778582.000000 Penalty: 5824.297852
	Iteration 44Q: 3 clusters Score -1.977858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -19778580.000000 Penalty: 5824.297852
	Iteration 45Q: 3 clusters Score -1.977858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 125381 members 
Entering Unmasked Estep 
Score: -19778580.000000 Penalty: 5824.297852
	Iteration 46Q: 3 clusters Score -1.977858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 125382 members 
Entering Unmasked Estep 
Score: -19778574.000000 Penalty: 5824.297852
	Iteration 47Q: 3 clusters Score -1.977857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 125382 members 
Entering Unmasked Estep 
Score: -19778574.000000 Penalty: 5824.297852
	Iteration 48F: 3 clusters Score -1.977857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -258806.000000 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -258806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -256371.250000 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -256371.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -256738.312500 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -256738.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -256864.687500 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -256864.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -256950.953125 Penalty: 3696.103760
	Iteration 3Q: 3 clusters Score -256951 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -256998.296875 Penalty: 3696.103760
	Iteration 4Q: 3 clusters Score -256998.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -257032.203125 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -257032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -257052.078125 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -257052.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -257066.828125 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -257066.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -257078.859375 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -257078.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -257091.250000 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -257091.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -257100.703125 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -257100.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -257108.718750 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -257108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -257119.328125 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -257119.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -257129.281250 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -257129.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -257143.218750 Penalty: 3696.103760
	Iteration 14Q: 3 clusters Score -257143.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -257162.078125 Penalty: 3696.103760
	Iteration 15Q: 3 clusters Score -257162.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -257173.000000 Penalty: 3696.103760
	Iteration 16Q: 3 clusters Score -257173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -257191.500000 Penalty: 3696.103760
	Iteration 17Q: 3 clusters Score -257191.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -257207.875000 Penalty: 3696.103760
	Iteration 18Q: 3 clusters Score -257207.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -257217.640625 Penalty: 3696.103760
	Iteration 19Q: 3 clusters Score -257217.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -257222.546875 Penalty: 3696.103760
	Iteration 20F: 3 clusters Score -257222.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -257227.562500 Penalty: 3696.103760
	Iteration 21Q: 3 clusters Score -257227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -257236.843750 Penalty: 3696.103760
	Iteration 22Q: 3 clusters Score -257236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -257243.515625 Penalty: 3696.103760
	Iteration 23Q: 3 clusters Score -257243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -257246.437500 Penalty: 3696.103760
	Iteration 24Q: 3 clusters Score -257246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -257248.312500 Penalty: 3696.103760
	Iteration 25Q: 3 clusters Score -257248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -257248.500000 Penalty: 3696.103760
	Iteration 26Q: 3 clusters Score -257248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -257249.234375 Penalty: 3696.103760
	Iteration 27Q: 3 clusters Score -257249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -257249.609375 Penalty: 3696.103760
	Iteration 28Q: 3 clusters Score -257249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -257249.609375 Penalty: 3696.103760
	Iteration 29F: 3 clusters Score -257249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -61267.496094 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -61267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59883.671875 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -59883.67 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -60147.765625 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -60147.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60273.714844 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -60273.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60310.265625 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -60310.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60335.210938 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -60335.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60359.386719 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -60359.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60376.640625 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -60376.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60391.351562 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -60391.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60402.703125 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -60402.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60403.632812 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -60403.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60403.632812 Penalty: 3019.040283
	Iteration 10F: 3 clusters Score -60403.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Entering Unmasked Estep 
Score: -2004184.000000 Penalty: 2350.277832
	Iteration 0F: 2 clusters Score -2004184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1994586.250000 Penalty: 4700.555664
	Iteration 0F: 3 clusters Score -1994586 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1997692.250000 Penalty: 4700.555664
	Iteration 1F: 3 clusters Score -1997692 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1998327.875000 Penalty: 4700.555664
	Iteration 2F: 3 clusters Score -1998328 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1999059.500000 Penalty: 4700.555664
	Iteration 3F: 3 clusters Score -1999060 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1999878.500000 Penalty: 4700.555664
	Iteration 4F: 3 clusters Score -1999878 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2000649.500000 Penalty: 4700.555664
	Iteration 5F: 3 clusters Score -2000650 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2001302.000000 Penalty: 4700.555664
	Iteration 6F: 3 clusters Score -2001302 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2001824.875000 Penalty: 4700.555664
	Iteration 7F: 3 clusters Score -2001825 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2002245.000000 Penalty: 4700.555664
	Iteration 8Q: 3 clusters Score -2002245 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2002537.375000 Penalty: 4700.555664
	Iteration 9Q: 3 clusters Score -2002537 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2002703.375000 Penalty: 4700.555664
	Iteration 10Q: 3 clusters Score -2002703 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2002776.875000 Penalty: 4700.555664
	Iteration 11Q: 3 clusters Score -2002777 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2002819.125000 Penalty: 4700.555664
	Iteration 12Q: 3 clusters Score -2002819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2002857.125000 Penalty: 4700.555664
	Iteration 13Q: 3 clusters Score -2002857 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2002879.125000 Penalty: 4700.555664
	Iteration 14Q: 3 clusters Score -2002879 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2002899.625000 Penalty: 4700.555664
	Iteration 15Q: 3 clusters Score -2002900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2002917.250000 Penalty: 4700.555664
	Iteration 16Q: 3 clusters Score -2002917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2002926.750000 Penalty: 4700.555664
	Iteration 17Q: 3 clusters Score -2002927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2002926.125000 Penalty: 4700.555664
	Iteration 18Q: 3 clusters Score -2002926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2002924.750000 Penalty: 4700.555664
	Iteration 19Q: 3 clusters Score -2002925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2002930.375000 Penalty: 4700.555664
	Iteration 20F: 3 clusters Score -2002930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2002938.500000 Penalty: 4700.555664
	Iteration 21Q: 3 clusters Score -2002938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2002944.000000 Penalty: 4700.555664
	Iteration 22Q: 3 clusters Score -2002944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2002945.375000 Penalty: 4700.555664
	Iteration 23Q: 3 clusters Score -2002945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2002948.125000 Penalty: 4700.555664
	Iteration 24Q: 3 clusters Score -2002948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2002958.625000 Penalty: 4700.555664
	Iteration 25Q: 3 clusters Score -2002959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2002958.000000 Penalty: 4700.555664
	Iteration 26Q: 3 clusters Score -2002958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2002965.625000 Penalty: 4700.555664
	Iteration 27Q: 3 clusters Score -2002966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2002970.250000 Penalty: 4700.555664
	Iteration 28Q: 3 clusters Score -2002970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2002974.000000 Penalty: 4700.555664
	Iteration 29Q: 3 clusters Score -2002974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2002972.500000 Penalty: 4700.555664
	Iteration 30Q: 3 clusters Score -2002972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2002977.250000 Penalty: 4700.555664
	Iteration 31Q: 3 clusters Score -2002977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2002982.375000 Penalty: 4700.555664
	Iteration 32Q: 3 clusters Score -2002982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2002989.625000 Penalty: 4700.555664
	Iteration 33Q: 3 clusters Score -2002990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2002990.500000 Penalty: 4700.555664
	Iteration 34Q: 3 clusters Score -2002990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2002996.000000 Penalty: 4700.555664
	Iteration 35Q: 3 clusters Score -2002996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2003002.125000 Penalty: 4700.555664
	Iteration 36Q: 3 clusters Score -2003002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2003011.375000 Penalty: 4700.555664
	Iteration 37Q: 3 clusters Score -2003011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2003014.500000 Penalty: 4700.555664
	Iteration 38Q: 3 clusters Score -2003014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2003022.000000 Penalty: 4700.555664
	Iteration 39Q: 3 clusters Score -2003022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2003020.875000 Penalty: 4700.555664
	Iteration 40F: 3 clusters Score -2003021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2003030.375000 Penalty: 4700.555664
	Iteration 41Q: 3 clusters Score -2003030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2003034.625000 Penalty: 4700.555664
	Iteration 42Q: 3 clusters Score -2003035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2003033.500000 Penalty: 4700.555664
	Iteration 43Q: 3 clusters Score -2003034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2003039.750000 Penalty: 4700.555664
	Iteration 44Q: 3 clusters Score -2003040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2003045.125000 Penalty: 4700.555664
	Iteration 45Q: 3 clusters Score -2003045 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2003054.625000 Penalty: 4700.555664
	Iteration 46Q: 3 clusters Score -2003055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2003052.125000 Penalty: 4700.555664
	Iteration 47Q: 3 clusters Score -2003052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2003052.375000 Penalty: 4700.555664
	Iteration 48Q: 3 clusters Score -2003052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2003061.125000 Penalty: 4700.555664
	Iteration 49Q: 3 clusters Score -2003061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2003062.000000 Penalty: 4700.555664
	Iteration 50Q: 3 clusters Score -2003062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2003061.500000 Penalty: 4700.555664
	Iteration 51Q: 3 clusters Score -2003062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2003062.500000 Penalty: 4700.555664
	Iteration 52Q: 3 clusters Score -2003062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2003065.000000 Penalty: 4700.555664
	Iteration 53Q: 3 clusters Score -2003065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2003066.250000 Penalty: 4700.555664
	Iteration 54Q: 3 clusters Score -2003066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2003066.000000 Penalty: 4700.555664
	Iteration 55Q: 3 clusters Score -2003066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2003068.250000 Penalty: 4700.555664
	Iteration 56Q: 3 clusters Score -2003068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2003075.250000 Penalty: 4700.555664
	Iteration 57Q: 3 clusters Score -2003075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2003074.250000 Penalty: 4700.555664
	Iteration 58Q: 3 clusters Score -2003074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2003077.375000 Penalty: 4700.555664
	Iteration 59Q: 3 clusters Score -2003077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2003078.125000 Penalty: 4700.555664
	Iteration 60F: 3 clusters Score -2003078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2003078.625000 Penalty: 4700.555664
	Iteration 61Q: 3 clusters Score -2003079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2003080.500000 Penalty: 4700.555664
	Iteration 62Q: 3 clusters Score -2003080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2003085.750000 Penalty: 4700.555664
	Iteration 63Q: 3 clusters Score -2003086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2003090.000000 Penalty: 4700.555664
	Iteration 64Q: 3 clusters Score -2003090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2003095.125000 Penalty: 4700.555664
	Iteration 65Q: 3 clusters Score -2003095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2003099.000000 Penalty: 4700.555664
	Iteration 66Q: 3 clusters Score -2003099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2003104.500000 Penalty: 4700.555664
	Iteration 67Q: 3 clusters Score -2003104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2003108.750000 Penalty: 4700.555664
	Iteration 68Q: 3 clusters Score -2003109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2003116.500000 Penalty: 4700.555664
	Iteration 69Q: 3 clusters Score -2003116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2003128.750000 Penalty: 4700.555664
	Iteration 70Q: 3 clusters Score -2003129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2003128.500000 Penalty: 4700.555664
	Iteration 71Q: 3 clusters Score -2003128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2003140.000000 Penalty: 4700.555664
	Iteration 72Q: 3 clusters Score -2003140 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2003145.375000 Penalty: 4700.555664
	Iteration 73Q: 3 clusters Score -2003145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2003157.000000 Penalty: 4700.555664
	Iteration 74Q: 3 clusters Score -2003157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2003165.000000 Penalty: 4700.555664
	Iteration 75Q: 3 clusters Score -2003165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2003170.750000 Penalty: 4700.555664
	Iteration 76Q: 3 clusters Score -2003171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2003175.625000 Penalty: 4700.555664
	Iteration 77Q: 3 clusters Score -2003176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2003191.375000 Penalty: 4700.555664
	Iteration 78Q: 3 clusters Score -2003191 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2003215.250000 Penalty: 4700.555664
	Iteration 79Q: 3 clusters Score -2003215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2003246.875000 Penalty: 4700.555664
	Iteration 80F: 3 clusters Score -2003247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2003262.625000 Penalty: 4700.555664
	Iteration 81Q: 3 clusters Score -2003263 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2003281.125000 Penalty: 4700.555664
	Iteration 82Q: 3 clusters Score -2003281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2003285.375000 Penalty: 4700.555664
	Iteration 83Q: 3 clusters Score -2003285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2003295.125000 Penalty: 4700.555664
	Iteration 84Q: 3 clusters Score -2003295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2003299.875000 Penalty: 4700.555664
	Iteration 85Q: 3 clusters Score -2003300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2003303.750000 Penalty: 4700.555664
	Iteration 86Q: 3 clusters Score -2003304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2003315.250000 Penalty: 4700.555664
	Iteration 87Q: 3 clusters Score -2003315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2003314.125000 Penalty: 4700.555664
	Iteration 88Q: 3 clusters Score -2003314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2003314.375000 Penalty: 4700.555664
	Iteration 89Q: 3 clusters Score -2003314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2003318.625000 Penalty: 4700.555664
	Iteration 90Q: 3 clusters Score -2003319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2003320.000000 Penalty: 4700.555664
	Iteration 91Q: 3 clusters Score -2003320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2003316.875000 Penalty: 4700.555664
	Iteration 92Q: 3 clusters Score -2003317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2003318.625000 Penalty: 4700.555664
	Iteration 93Q: 3 clusters Score -2003319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2003323.125000 Penalty: 4700.555664
	Iteration 94Q: 3 clusters Score -2003323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2003320.125000 Penalty: 4700.555664
	Iteration 95Q: 3 clusters Score -2003320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2003324.000000 Penalty: 4700.555664
	Iteration 96Q: 3 clusters Score -2003324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2003319.375000 Penalty: 4700.555664
	Iteration 97Q: 3 clusters Score -2003319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2003328.625000 Penalty: 4700.555664
	Iteration 98Q: 3 clusters Score -2003329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2003325.375000 Penalty: 4700.555664
	Iteration 99Q: 3 clusters Score -2003325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2003324.375000 Penalty: 4700.555664
	Iteration 100F: 3 clusters Score -2003324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2003326.875000 Penalty: 4700.555664
	Iteration 101Q: 3 clusters Score -2003327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2003328.375000 Penalty: 4700.555664
	Iteration 102Q: 3 clusters Score -2003328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2003325.625000 Penalty: 4700.555664
	Iteration 103Q: 3 clusters Score -2003326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2003328.500000 Penalty: 4700.555664
	Iteration 104Q: 3 clusters Score -2003328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2003327.625000 Penalty: 4700.555664
	Iteration 105Q: 3 clusters Score -2003328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2003328.375000 Penalty: 4700.555664
	Iteration 106Q: 3 clusters Score -2003328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2003328.375000 Penalty: 4700.555664
	Iteration 107F: 3 clusters Score -2003328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -57638.628906 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -57638.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56187.972656 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -56187.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56346.011719 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -56346.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56415.226562 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -56415.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56455.953125 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -56455.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56518.070312 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -56518.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56565.531250 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -56565.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56654.128906 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -56654.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56722.328125 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -56722.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56773.738281 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -56773.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56845.539062 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -56845.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56863.390625 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -56863.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56893.367188 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -56893.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56921.191406 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -56921.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56937.105469 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -56937.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56965.003906 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -56965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56967.339844 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -56967.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56971.585938 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -56971.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56975.128906 Penalty: 3024.645020
	Iteration 17Q: 3 clusters Score -56975.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56977.976562 Penalty: 3024.645020
	Iteration 18Q: 3 clusters Score -56977.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56977.976562 Penalty: 3024.645020
	Iteration 19F: 3 clusters Score -56977.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Entering Unmasked Estep 
Score: -4461143.500000 Penalty: 2547.347412
	Iteration 0F: 2 clusters Score -4461144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -4441407.000000 Penalty: 5094.694824
	Iteration 0F: 3 clusters Score -4441407 nChanged 12969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -4448363.000000 Penalty: 5094.694824
	Iteration 1F: 3 clusters Score -4448363 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4448794.000000 Penalty: 5094.694824
	Iteration 2Q: 3 clusters Score -4448794 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4449142.500000 Penalty: 5094.694824
	Iteration 3Q: 3 clusters Score -4449142 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4449474.500000 Penalty: 5094.694824
	Iteration 4Q: 3 clusters Score -4449474 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4449876.500000 Penalty: 5094.694824
	Iteration 5Q: 3 clusters Score -4449876 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -4450384.000000 Penalty: 5094.694824
	Iteration 6Q: 3 clusters Score -4450384 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -4451231.000000 Penalty: 5094.694824
	Iteration 7F: 3 clusters Score -4451231 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -4452453.500000 Penalty: 5094.694824
	Iteration 8F: 3 clusters Score -4452454 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -4454197.000000 Penalty: 5094.694824
	Iteration 9F: 3 clusters Score -4454197 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4456117.000000 Penalty: 5094.694824
	Iteration 10F: 3 clusters Score -4456117 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4457507.500000 Penalty: 5094.694824
	Iteration 11F: 3 clusters Score -4457508 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4458241.000000 Penalty: 5094.694824
	Iteration 12Q: 3 clusters Score -4458241 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4458582.000000 Penalty: 5094.694824
	Iteration 13Q: 3 clusters Score -4458582 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4458762.500000 Penalty: 5094.694824
	Iteration 14Q: 3 clusters Score -4458762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4458850.500000 Penalty: 5094.694824
	Iteration 15Q: 3 clusters Score -4458850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4458896.500000 Penalty: 5094.694824
	Iteration 16Q: 3 clusters Score -4458896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4458925.000000 Penalty: 5094.694824
	Iteration 17Q: 3 clusters Score -4458925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4458932.000000 Penalty: 5094.694824
	Iteration 18Q: 3 clusters Score -4458932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4458957.000000 Penalty: 5094.694824
	Iteration 19Q: 3 clusters Score -4458957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4458967.000000 Penalty: 5094.694824
	Iteration 20F: 3 clusters Score -4458967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4458975.500000 Penalty: 5094.694824
	Iteration 21Q: 3 clusters Score -4458976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4458975.000000 Penalty: 5094.694824
	Iteration 22Q: 3 clusters Score -4458975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4458975.000000 Penalty: 5094.694824
	Iteration 23F: 3 clusters Score -4458975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -958773.687500 Penalty: 2170.953613
	Iteration 0F: 2 clusters Score -958773.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -953397.875000 Penalty: 4341.907227
	Iteration 0F: 3 clusters Score -953397.9 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -954812.500000 Penalty: 4341.907227
	Iteration 1F: 3 clusters Score -954812.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -955114.750000 Penalty: 4341.907227
	Iteration 2F: 3 clusters Score -955114.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -955365.125000 Penalty: 4341.907227
	Iteration 3F: 3 clusters Score -955365.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -955586.000000 Penalty: 4341.907227
	Iteration 4F: 3 clusters Score -955586 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -955787.500000 Penalty: 4341.907227
	Iteration 5Q: 3 clusters Score -955787.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -955996.875000 Penalty: 4341.907227
	Iteration 6Q: 3 clusters Score -955996.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -956182.250000 Penalty: 4341.907227
	Iteration 7Q: 3 clusters Score -956182.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -956319.250000 Penalty: 4341.907227
	Iteration 8Q: 3 clusters Score -956319.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -956452.875000 Penalty: 4341.907227
	Iteration 9Q: 3 clusters Score -956452.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -956580.625000 Penalty: 4341.907227
	Iteration 10Q: 3 clusters Score -956580.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -956747.000000 Penalty: 4341.907227
	Iteration 11Q: 3 clusters Score -956747 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -956910.687500 Penalty: 4341.907227
	Iteration 12Q: 3 clusters Score -956910.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -957033.125000 Penalty: 4341.907227
	Iteration 13Q: 3 clusters Score -957033.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -957111.687500 Penalty: 4341.907227
	Iteration 14Q: 3 clusters Score -957111.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -957172.250000 Penalty: 4341.907227
	Iteration 15Q: 3 clusters Score -957172.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -957240.312500 Penalty: 4341.907227
	Iteration 16Q: 3 clusters Score -957240.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -957293.687500 Penalty: 4341.907227
	Iteration 17Q: 3 clusters Score -957293.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -957333.250000 Penalty: 4341.907227
	Iteration 18Q: 3 clusters Score -957333.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -957370.062500 Penalty: 4341.907227
	Iteration 19Q: 3 clusters Score -957370.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -957397.437500 Penalty: 4341.907227
	Iteration 20F: 3 clusters Score -957397.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -957420.187500 Penalty: 4341.907227
	Iteration 21Q: 3 clusters Score -957420.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -957437.625000 Penalty: 4341.907227
	Iteration 22Q: 3 clusters Score -957437.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -957445.625000 Penalty: 4341.907227
	Iteration 23Q: 3 clusters Score -957445.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -957453.187500 Penalty: 4341.907227
	Iteration 24Q: 3 clusters Score -957453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -957454.250000 Penalty: 4341.907227
	Iteration 25Q: 3 clusters Score -957454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -957455.625000 Penalty: 4341.907227
	Iteration 26Q: 3 clusters Score -957455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -957456.687500 Penalty: 4341.907227
	Iteration 27Q: 3 clusters Score -957456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -957458.375000 Penalty: 4341.907227
	Iteration 28Q: 3 clusters Score -957458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -957458.500000 Penalty: 4341.907227
	Iteration 29Q: 3 clusters Score -957458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -957457.812500 Penalty: 4341.907227
	Iteration 30Q: 3 clusters Score -957457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -957459.187500 Penalty: 4341.907227
	Iteration 31Q: 3 clusters Score -957459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -957460.812500 Penalty: 4341.907227
	Iteration 32Q: 3 clusters Score -957460.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -957460.687500 Penalty: 4341.907227
	Iteration 33Q: 3 clusters Score -957460.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -957465.437500 Penalty: 4341.907227
	Iteration 34Q: 3 clusters Score -957465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -957465.562500 Penalty: 4341.907227
	Iteration 35Q: 3 clusters Score -957465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -957466.937500 Penalty: 4341.907227
	Iteration 36Q: 3 clusters Score -957466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -957467.125000 Penalty: 4341.907227
	Iteration 37Q: 3 clusters Score -957467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -957468.062500 Penalty: 4341.907227
	Iteration 38Q: 3 clusters Score -957468.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -957468.062500 Penalty: 4341.907227
	Iteration 39F: 3 clusters Score -957468.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -417164.281250 Penalty: 1970.673462
	Iteration 0F: 2 clusters Score -417164.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -414051.093750 Penalty: 3941.346924
	Iteration 0F: 3 clusters Score -414051.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -414928.500000 Penalty: 3941.346924
	Iteration 1F: 3 clusters Score -414928.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -415511.468750 Penalty: 3941.346924
	Iteration 2F: 3 clusters Score -415511.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -416051.375000 Penalty: 3941.346924
	Iteration 3F: 3 clusters Score -416051.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -416495.000000 Penalty: 3941.346924
	Iteration 4F: 3 clusters Score -416495 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -416692.406250 Penalty: 3941.346924
	Iteration 5F: 3 clusters Score -416692.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -416763.250000 Penalty: 3941.346924
	Iteration 6Q: 3 clusters Score -416763.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -416792.562500 Penalty: 3941.346924
	Iteration 7Q: 3 clusters Score -416792.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -416811.750000 Penalty: 3941.346924
	Iteration 8Q: 3 clusters Score -416811.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -416821.031250 Penalty: 3941.346924
	Iteration 9Q: 3 clusters Score -416821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -416825.218750 Penalty: 3941.346924
	Iteration 10Q: 3 clusters Score -416825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -416829.718750 Penalty: 3941.346924
	Iteration 11Q: 3 clusters Score -416829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -416832.125000 Penalty: 3941.346924
	Iteration 12Q: 3 clusters Score -416832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -416833.531250 Penalty: 3941.346924
	Iteration 13Q: 3 clusters Score -416833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -416833.750000 Penalty: 3941.346924
	Iteration 14Q: 3 clusters Score -416833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -416833.750000 Penalty: 3941.346924
	Iteration 15F: 3 clusters Score -416833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Entering Unmasked Estep 
Score: -281420.125000 Penalty: 1856.123413
	Iteration 0F: 2 clusters Score -281420.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -278924.375000 Penalty: 3712.246826
	Iteration 0F: 3 clusters Score -278924.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -279342.343750 Penalty: 3712.246826
	Iteration 1F: 3 clusters Score -279342.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -279473.812500 Penalty: 3712.246826
	Iteration 2F: 3 clusters Score -279473.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -279541.656250 Penalty: 3712.246826
	Iteration 3Q: 3 clusters Score -279541.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -279574.531250 Penalty: 3712.246826
	Iteration 4Q: 3 clusters Score -279574.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -279592.125000 Penalty: 3712.246826
	Iteration 5Q: 3 clusters Score -279592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -279604.843750 Penalty: 3712.246826
	Iteration 6Q: 3 clusters Score -279604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -279613.406250 Penalty: 3712.246826
	Iteration 7Q: 3 clusters Score -279613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -279618.125000 Penalty: 3712.246826
	Iteration 8Q: 3 clusters Score -279618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -279626.031250 Penalty: 3712.246826
	Iteration 9Q: 3 clusters Score -279626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -279630.406250 Penalty: 3712.246826
	Iteration 10Q: 3 clusters Score -279630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -279633.625000 Penalty: 3712.246826
	Iteration 11Q: 3 clusters Score -279633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -279637.250000 Penalty: 3712.246826
	Iteration 12Q: 3 clusters Score -279637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -279641.281250 Penalty: 3712.246826
	Iteration 13Q: 3 clusters Score -279641.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -279643.125000 Penalty: 3712.246826
	Iteration 14Q: 3 clusters Score -279643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -279644.625000 Penalty: 3712.246826
	Iteration 15Q: 3 clusters Score -279644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -279645.250000 Penalty: 3712.246826
	Iteration 16Q: 3 clusters Score -279645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -279645.250000 Penalty: 3712.246826
	Iteration 17F: 3 clusters Score -279645.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Entering Unmasked Estep 
Score: -3050594.750000 Penalty: 2450.205566
	Iteration 0F: 2 clusters Score -3050595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -3036800.250000 Penalty: 4900.411133
	Iteration 0F: 3 clusters Score -3036800 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3041615.500000 Penalty: 4900.411133
	Iteration 1F: 3 clusters Score -3041616 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3042333.000000 Penalty: 4900.411133
	Iteration 2F: 3 clusters Score -3042333 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3043140.250000 Penalty: 4900.411133
	Iteration 3F: 3 clusters Score -3043140 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3043944.000000 Penalty: 4900.411133
	Iteration 4F: 3 clusters Score -3043944 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3044918.500000 Penalty: 4900.411133
	Iteration 5F: 3 clusters Score -3044918 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3045960.750000 Penalty: 4900.411133
	Iteration 6F: 3 clusters Score -3045961 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3046963.250000 Penalty: 4900.411133
	Iteration 7F: 3 clusters Score -3046963 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3047841.500000 Penalty: 4900.411133
	Iteration 8F: 3 clusters Score -3047842 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3048522.000000 Penalty: 4900.411133
	Iteration 9Q: 3 clusters Score -3048522 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3049091.000000 Penalty: 4900.411133
	Iteration 10Q: 3 clusters Score -3049091 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3049366.500000 Penalty: 4900.411133
	Iteration 11Q: 3 clusters Score -3049366 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -3049467.000000 Penalty: 4900.411133
	Iteration 12Q: 3 clusters Score -3049467 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3049512.750000 Penalty: 4900.411133
	Iteration 13Q: 3 clusters Score -3049513 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3049553.750000 Penalty: 4900.411133
	Iteration 14Q: 3 clusters Score -3049554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3049571.750000 Penalty: 4900.411133
	Iteration 15Q: 3 clusters Score -3049572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3049581.250000 Penalty: 4900.411133
	Iteration 16Q: 3 clusters Score -3049581 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3049584.750000 Penalty: 4900.411133
	Iteration 17Q: 3 clusters Score -3049585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3049597.250000 Penalty: 4900.411133
	Iteration 18Q: 3 clusters Score -3049597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3049595.000000 Penalty: 4900.411133
	Iteration 19Q: 3 clusters Score -3049595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3049596.250000 Penalty: 4900.411133
	Iteration 20F: 3 clusters Score -3049596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3049598.500000 Penalty: 4900.411133
	Iteration 21Q: 3 clusters Score -3049598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3049600.500000 Penalty: 4900.411133
	Iteration 22Q: 3 clusters Score -3049600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3049598.250000 Penalty: 4900.411133
	Iteration 23Q: 3 clusters Score -3049598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3049596.000000 Penalty: 4900.411133
	Iteration 24Q: 3 clusters Score -3049596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3049597.000000 Penalty: 4900.411133
	Iteration 25Q: 3 clusters Score -3049597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3049600.500000 Penalty: 4900.411133
	Iteration 26Q: 3 clusters Score -3049600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3049599.000000 Penalty: 4900.411133
	Iteration 27Q: 3 clusters Score -3049599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3049601.250000 Penalty: 4900.411133
	Iteration 28Q: 3 clusters Score -3049601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3049605.500000 Penalty: 4900.411133
	Iteration 29Q: 3 clusters Score -3049606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3049602.750000 Penalty: 4900.411133
	Iteration 30Q: 3 clusters Score -3049603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3049609.000000 Penalty: 4900.411133
	Iteration 31Q: 3 clusters Score -3049609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3049604.750000 Penalty: 4900.411133
	Iteration 32Q: 3 clusters Score -3049605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3049608.500000 Penalty: 4900.411133
	Iteration 33Q: 3 clusters Score -3049608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3049611.000000 Penalty: 4900.411133
	Iteration 34Q: 3 clusters Score -3049611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3049613.500000 Penalty: 4900.411133
	Iteration 35Q: 3 clusters Score -3049614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3049613.250000 Penalty: 4900.411133
	Iteration 36Q: 3 clusters Score -3049613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3049614.250000 Penalty: 4900.411133
	Iteration 37Q: 3 clusters Score -3049614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3049612.250000 Penalty: 4900.411133
	Iteration 38Q: 3 clusters Score -3049612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3049613.500000 Penalty: 4900.411133
	Iteration 39Q: 3 clusters Score -3049614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3049615.500000 Penalty: 4900.411133
	Iteration 40F: 3 clusters Score -3049616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3049618.500000 Penalty: 4900.411133
	Iteration 41Q: 3 clusters Score -3049618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3049618.250000 Penalty: 4900.411133
	Iteration 42Q: 3 clusters Score -3049618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3049617.250000 Penalty: 4900.411133
	Iteration 43Q: 3 clusters Score -3049617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3049617.250000 Penalty: 4900.411133
	Iteration 44Q: 3 clusters Score -3049617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3049616.500000 Penalty: 4900.411133
	Iteration 45Q: 3 clusters Score -3049616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3049616.500000 Penalty: 4900.411133
	Iteration 46F: 3 clusters Score -3049616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Entering Unmasked Estep 
Score: -5355113.000000 Penalty: 2591.690430
	Iteration 0F: 2 clusters Score -5355113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5331519.500000 Penalty: 5183.380859
	Iteration 0F: 3 clusters Score -5331520 nChanged 15751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -5340044.500000 Penalty: 5183.380859
	Iteration 1F: 3 clusters Score -5340044 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -5340537.500000 Penalty: 5183.380859
	Iteration 2Q: 3 clusters Score -5340538 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5341016.500000 Penalty: 5183.380859
	Iteration 3Q: 3 clusters Score -5341016 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5341510.000000 Penalty: 5183.380859
	Iteration 4Q: 3 clusters Score -5341510 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -5342070.000000 Penalty: 5183.380859
	Iteration 5Q: 3 clusters Score -5342070 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5342673.500000 Penalty: 5183.380859
	Iteration 6Q: 3 clusters Score -5342674 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -5343551.500000 Penalty: 5183.380859
	Iteration 7Q: 3 clusters Score -5343552 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -5344670.000000 Penalty: 5183.380859
	Iteration 8F: 3 clusters Score -5344670 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -5346114.500000 Penalty: 5183.380859
	Iteration 9F: 3 clusters Score -5346114 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -5347786.000000 Penalty: 5183.380859
	Iteration 10F: 3 clusters Score -5347786 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5349476.500000 Penalty: 5183.380859
	Iteration 11F: 3 clusters Score -5349476 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5350822.500000 Penalty: 5183.380859
	Iteration 12Q: 3 clusters Score -5350822 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5351753.500000 Penalty: 5183.380859
	Iteration 13Q: 3 clusters Score -5351754 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5352276.000000 Penalty: 5183.380859
	Iteration 14Q: 3 clusters Score -5352276 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5352502.000000 Penalty: 5183.380859
	Iteration 15Q: 3 clusters Score -5352502 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5352598.000000 Penalty: 5183.380859
	Iteration 16Q: 3 clusters Score -5352598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5352671.500000 Penalty: 5183.380859
	Iteration 17Q: 3 clusters Score -5352672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5352736.000000 Penalty: 5183.380859
	Iteration 18Q: 3 clusters Score -5352736 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5352768.000000 Penalty: 5183.380859
	Iteration 19Q: 3 clusters Score -5352768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5352778.500000 Penalty: 5183.380859
	Iteration 20F: 3 clusters Score -5352778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5352794.000000 Penalty: 5183.380859
	Iteration 21Q: 3 clusters Score -5352794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5352802.000000 Penalty: 5183.380859
	Iteration 22Q: 3 clusters Score -5352802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5352797.500000 Penalty: 5183.380859
	Iteration 23Q: 3 clusters Score -5352798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5352804.000000 Penalty: 5183.380859
	Iteration 24Q: 3 clusters Score -5352804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5352802.500000 Penalty: 5183.380859
	Iteration 25Q: 3 clusters Score -5352802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5352800.000000 Penalty: 5183.380859
	Iteration 26Q: 3 clusters Score -5352800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5352804.500000 Penalty: 5183.380859
	Iteration 27Q: 3 clusters Score -5352804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5352802.000000 Penalty: 5183.380859
	Iteration 28Q: 3 clusters Score -5352802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5352802.000000 Penalty: 5183.380859
	Iteration 29F: 3 clusters Score -5352802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -1071733.625000 Penalty: 2188.045654
	Iteration 0F: 2 clusters Score -1071734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1066202.625000 Penalty: 4376.091309
	Iteration 0F: 3 clusters Score -1066203 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1067710.750000 Penalty: 4376.091309
	Iteration 1F: 3 clusters Score -1067711 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1067936.375000 Penalty: 4376.091309
	Iteration 2F: 3 clusters Score -1067936 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1068052.125000 Penalty: 4376.091309
	Iteration 3Q: 3 clusters Score -1068052 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1068152.375000 Penalty: 4376.091309
	Iteration 4Q: 3 clusters Score -1068152 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1068234.375000 Penalty: 4376.091309
	Iteration 5Q: 3 clusters Score -1068234 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1068304.250000 Penalty: 4376.091309
	Iteration 6Q: 3 clusters Score -1068304 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1068381.125000 Penalty: 4376.091309
	Iteration 7Q: 3 clusters Score -1068381 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1068470.000000 Penalty: 4376.091309
	Iteration 8Q: 3 clusters Score -1068470 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1068573.625000 Penalty: 4376.091309
	Iteration 9Q: 3 clusters Score -1068574 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1068705.250000 Penalty: 4376.091309
	Iteration 10Q: 3 clusters Score -1068705 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1068878.250000 Penalty: 4376.091309
	Iteration 11Q: 3 clusters Score -1068878 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1069061.750000 Penalty: 4376.091309
	Iteration 12Q: 3 clusters Score -1069062 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1069250.750000 Penalty: 4376.091309
	Iteration 13Q: 3 clusters Score -1069251 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1069413.250000 Penalty: 4376.091309
	Iteration 14Q: 3 clusters Score -1069413 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1069578.625000 Penalty: 4376.091309
	Iteration 15Q: 3 clusters Score -1069579 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1069719.500000 Penalty: 4376.091309
	Iteration 16Q: 3 clusters Score -1069720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1069829.000000 Penalty: 4376.091309
	Iteration 17Q: 3 clusters Score -1069829 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1069915.125000 Penalty: 4376.091309
	Iteration 18Q: 3 clusters Score -1069915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1069981.875000 Penalty: 4376.091309
	Iteration 19Q: 3 clusters Score -1069982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1070032.375000 Penalty: 4376.091309
	Iteration 20F: 3 clusters Score -1070032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1070056.125000 Penalty: 4376.091309
	Iteration 21Q: 3 clusters Score -1070056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1070079.375000 Penalty: 4376.091309
	Iteration 22Q: 3 clusters Score -1070079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1070097.750000 Penalty: 4376.091309
	Iteration 23Q: 3 clusters Score -1070098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1070113.000000 Penalty: 4376.091309
	Iteration 24Q: 3 clusters Score -1070113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1070121.500000 Penalty: 4376.091309
	Iteration 25Q: 3 clusters Score -1070122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1070125.750000 Penalty: 4376.091309
	Iteration 26Q: 3 clusters Score -1070126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1070128.000000 Penalty: 4376.091309
	Iteration 27Q: 3 clusters Score -1070128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1070128.000000 Penalty: 4376.091309
	Iteration 28F: 3 clusters Score -1070128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Entering Unmasked Estep 
Score: -2112752.000000 Penalty: 2357.245605
	Iteration 0F: 2 clusters Score -2112752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2102905.000000 Penalty: 4714.491211
	Iteration 0F: 3 clusters Score -2102905 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2105807.000000 Penalty: 4714.491211
	Iteration 1F: 3 clusters Score -2105807 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2106161.750000 Penalty: 4714.491211
	Iteration 2F: 3 clusters Score -2106162 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2106443.250000 Penalty: 4714.491211
	Iteration 3F: 3 clusters Score -2106443 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2106693.250000 Penalty: 4714.491211
	Iteration 4Q: 3 clusters Score -2106693 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2106923.250000 Penalty: 4714.491211
	Iteration 5Q: 3 clusters Score -2106923 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2107163.250000 Penalty: 4714.491211
	Iteration 6Q: 3 clusters Score -2107163 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2107432.750000 Penalty: 4714.491211
	Iteration 7Q: 3 clusters Score -2107433 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2107741.750000 Penalty: 4714.491211
	Iteration 8Q: 3 clusters Score -2107742 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2108066.000000 Penalty: 4714.491211
	Iteration 9Q: 3 clusters Score -2108066 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2108449.750000 Penalty: 4714.491211
	Iteration 10Q: 3 clusters Score -2108450 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2108850.500000 Penalty: 4714.491211
	Iteration 11Q: 3 clusters Score -2108850 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2109179.500000 Penalty: 4714.491211
	Iteration 12Q: 3 clusters Score -2109180 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2109510.250000 Penalty: 4714.491211
	Iteration 13Q: 3 clusters Score -2109510 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2109826.000000 Penalty: 4714.491211
	Iteration 14Q: 3 clusters Score -2109826 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2110073.250000 Penalty: 4714.491211
	Iteration 15Q: 3 clusters Score -2110073 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2110269.500000 Penalty: 4714.491211
	Iteration 16Q: 3 clusters Score -2110270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2110417.000000 Penalty: 4714.491211
	Iteration 17Q: 3 clusters Score -2110417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2110492.250000 Penalty: 4714.491211
	Iteration 18Q: 3 clusters Score -2110492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2110538.250000 Penalty: 4714.491211
	Iteration 19Q: 3 clusters Score -2110538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2110562.250000 Penalty: 4714.491211
	Iteration 20F: 3 clusters Score -2110562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2110578.000000 Penalty: 4714.491211
	Iteration 21Q: 3 clusters Score -2110578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2110597.000000 Penalty: 4714.491211
	Iteration 22Q: 3 clusters Score -2110597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2110605.500000 Penalty: 4714.491211
	Iteration 23Q: 3 clusters Score -2110606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2110614.000000 Penalty: 4714.491211
	Iteration 24Q: 3 clusters Score -2110614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2110629.500000 Penalty: 4714.491211
	Iteration 25Q: 3 clusters Score -2110630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2110636.500000 Penalty: 4714.491211
	Iteration 26Q: 3 clusters Score -2110636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2110646.250000 Penalty: 4714.491211
	Iteration 27Q: 3 clusters Score -2110646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2110649.000000 Penalty: 4714.491211
	Iteration 28Q: 3 clusters Score -2110649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2110649.750000 Penalty: 4714.491211
	Iteration 29Q: 3 clusters Score -2110650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2110651.500000 Penalty: 4714.491211
	Iteration 30Q: 3 clusters Score -2110652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2110652.000000 Penalty: 4714.491211
	Iteration 31Q: 3 clusters Score -2110652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2110652.500000 Penalty: 4714.491211
	Iteration 32Q: 3 clusters Score -2110652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2110651.000000 Penalty: 4714.491211
	Iteration 33Q: 3 clusters Score -2110651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2110651.000000 Penalty: 4714.491211
	Iteration 34F: 3 clusters Score -2110651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -570092.625000 Penalty: 2050.709229
	Iteration 0F: 2 clusters Score -570092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -566298.562500 Penalty: 4101.418457
	Iteration 0F: 3 clusters Score -566298.6 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -567195.625000 Penalty: 4101.418457
	Iteration 1F: 3 clusters Score -567195.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -567473.937500 Penalty: 4101.418457
	Iteration 2F: 3 clusters Score -567473.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -567669.437500 Penalty: 4101.418457
	Iteration 3F: 3 clusters Score -567669.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -567877.000000 Penalty: 4101.418457
	Iteration 4F: 3 clusters Score -567877 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -568105.875000 Penalty: 4101.418457
	Iteration 5F: 3 clusters Score -568105.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -568314.750000 Penalty: 4101.418457
	Iteration 6F: 3 clusters Score -568314.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -568501.125000 Penalty: 4101.418457
	Iteration 7Q: 3 clusters Score -568501.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -568662.062500 Penalty: 4101.418457
	Iteration 8Q: 3 clusters Score -568662.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -568812.875000 Penalty: 4101.418457
	Iteration 9Q: 3 clusters Score -568812.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -568897.187500 Penalty: 4101.418457
	Iteration 10Q: 3 clusters Score -568897.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -568950.625000 Penalty: 4101.418457
	Iteration 11Q: 3 clusters Score -568950.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -568981.125000 Penalty: 4101.418457
	Iteration 12Q: 3 clusters Score -568981.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -568998.125000 Penalty: 4101.418457
	Iteration 13Q: 3 clusters Score -568998.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -569011.062500 Penalty: 4101.418457
	Iteration 14Q: 3 clusters Score -569011.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -569019.062500 Penalty: 4101.418457
	Iteration 15Q: 3 clusters Score -569019.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -569020.125000 Penalty: 4101.418457
	Iteration 16Q: 3 clusters Score -569020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -569021.437500 Penalty: 4101.418457
	Iteration 17Q: 3 clusters Score -569021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -569021.750000 Penalty: 4101.418457
	Iteration 18Q: 3 clusters Score -569021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -569022.437500 Penalty: 4101.418457
	Iteration 19Q: 3 clusters Score -569022.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -569022.750000 Penalty: 4101.418457
	Iteration 20F: 3 clusters Score -569022.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -569024.250000 Penalty: 4101.418457
	Iteration 21Q: 3 clusters Score -569024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -569025.062500 Penalty: 4101.418457
	Iteration 22Q: 3 clusters Score -569025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -569025.062500 Penalty: 4101.418457
	Iteration 23F: 3 clusters Score -569025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -21436.656250 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -21436.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20568.976562 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -20568.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20928.607422 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -20928.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21073.666016 Penalty: 2697.287354
	Iteration 2Q: 3 clusters Score -21073.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21115.292969 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -21115.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21135.476562 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -21135.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21139.876953 Penalty: 2697.287354
	Iteration 5F: 3 clusters Score -21139.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21169.806641 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -21169.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21182.984375 Penalty: 2697.287354
	Iteration 7Q: 3 clusters Score -21182.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21186.837891 Penalty: 2697.287354
	Iteration 8Q: 3 clusters Score -21186.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21188.568359 Penalty: 2697.287354
	Iteration 9Q: 3 clusters Score -21188.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21189.390625 Penalty: 2697.287354
	Iteration 10F: 3 clusters Score -21189.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21195.644531 Penalty: 2697.287354
	Iteration 11Q: 3 clusters Score -21195.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21195.644531 Penalty: 2697.287354
	Iteration 12F: 3 clusters Score -21195.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -25028.390625 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -25028.39 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 133 members 
Entering Unmasked Estep 
Score: -24028.871094 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -24028.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24357.767578 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -24357.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24517.250000 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -24517.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24629.994141 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -24629.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25034.707031 Penalty: 2829.076172
	Iteration 4F: 3 clusters Score -25034.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25284.042969 Penalty: 2829.076172
	Iteration 5F: 3 clusters Score -25284.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25354.183594 Penalty: 2829.076172
	Iteration 6F: 3 clusters Score -25354.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25374.863281 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -25374.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25396.398438 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -25396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25404.984375 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -25404.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25404.984375 Penalty: 2829.076172
	Iteration 10F: 3 clusters Score -25404.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102210 members 
Mstep: Class 4 contains 110006 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 26082 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125811 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28899 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6787 members 
Mstep: Class 23 contains 13427 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 93 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 1405 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12265 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 207 members 
Entering Unmasked Estep 
Score: -86719176.000000 Penalty: 121528.132812
Splitting cluster 26 changes total score from -86720496.000000 to -86719176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Entering Unmasked Estep 
Score: -883320.250000 Penalty: 2154.694580
	Iteration 0F: 2 clusters Score -883320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -878186.437500 Penalty: 4309.389160
	Iteration 0F: 3 clusters Score -878186.4 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -879423.625000 Penalty: 4309.389160
	Iteration 1F: 3 clusters Score -879423.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -879683.687500 Penalty: 4309.389160
	Iteration 2F: 3 clusters Score -879683.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -879892.000000 Penalty: 4309.389160
	Iteration 3F: 3 clusters Score -879892 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -880106.187500 Penalty: 4309.389160
	Iteration 4F: 3 clusters Score -880106.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -880308.812500 Penalty: 4309.389160
	Iteration 5F: 3 clusters Score -880308.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -880519.812500 Penalty: 4309.389160
	Iteration 6Q: 3 clusters Score -880519.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -880765.875000 Penalty: 4309.389160
	Iteration 7F: 3 clusters Score -880765.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -880969.312500 Penalty: 4309.389160
	Iteration 8Q: 3 clusters Score -880969.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -881149.812500 Penalty: 4309.389160
	Iteration 9Q: 3 clusters Score -881149.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -881293.562500 Penalty: 4309.389160
	Iteration 10Q: 3 clusters Score -881293.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -881417.125000 Penalty: 4309.389160
	Iteration 11Q: 3 clusters Score -881417.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -881512.687500 Penalty: 4309.389160
	Iteration 12Q: 3 clusters Score -881512.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -881596.125000 Penalty: 4309.389160
	Iteration 13Q: 3 clusters Score -881596.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -881662.625000 Penalty: 4309.389160
	Iteration 14Q: 3 clusters Score -881662.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -881713.562500 Penalty: 4309.389160
	Iteration 15Q: 3 clusters Score -881713.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -881751.625000 Penalty: 4309.389160
	Iteration 16Q: 3 clusters Score -881751.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -881780.437500 Penalty: 4309.389160
	Iteration 17Q: 3 clusters Score -881780.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -881806.062500 Penalty: 4309.389160
	Iteration 18Q: 3 clusters Score -881806.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -881831.687500 Penalty: 4309.389160
	Iteration 19Q: 3 clusters Score -881831.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -881848.687500 Penalty: 4309.389160
	Iteration 20F: 3 clusters Score -881848.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -881861.000000 Penalty: 4309.389160
	Iteration 21Q: 3 clusters Score -881861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -881870.250000 Penalty: 4309.389160
	Iteration 22Q: 3 clusters Score -881870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -881876.250000 Penalty: 4309.389160
	Iteration 23Q: 3 clusters Score -881876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -881885.812500 Penalty: 4309.389160
	Iteration 24Q: 3 clusters Score -881885.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -881896.625000 Penalty: 4309.389160
	Iteration 25Q: 3 clusters Score -881896.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -881902.687500 Penalty: 4309.389160
	Iteration 26Q: 3 clusters Score -881902.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -881907.500000 Penalty: 4309.389160
	Iteration 27Q: 3 clusters Score -881907.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -881910.875000 Penalty: 4309.389160
	Iteration 28Q: 3 clusters Score -881910.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -881912.125000 Penalty: 4309.389160
	Iteration 29Q: 3 clusters Score -881912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -881914.812500 Penalty: 4309.389160
	Iteration 30Q: 3 clusters Score -881914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -881918.250000 Penalty: 4309.389160
	Iteration 31Q: 3 clusters Score -881918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -881920.062500 Penalty: 4309.389160
	Iteration 32Q: 3 clusters Score -881920.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -881919.875000 Penalty: 4309.389160
	Iteration 33Q: 3 clusters Score -881919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -881919.875000 Penalty: 4309.389160
	Iteration 34F: 3 clusters Score -881919.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -201669.375000 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -201669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -199513.468750 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -199513.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -199925.750000 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -199925.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -200069.656250 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -200069.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -200173.281250 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -200173.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -200236.328125 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -200236.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -200286.312500 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -200286.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -200346.281250 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -200346.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -200405.203125 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -200405.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -200444.156250 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -200444.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -200495.984375 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -200496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200568.703125 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -200568.7 nChanged 36
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: -200633.328125 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -200633.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -200700.265625 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -200700.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -200768.875000 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -200768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -200808.796875 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -200808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -200845.625000 Penalty: 3575.098633
	Iteration 15Q: 3 clusters Score -200845.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -200882.296875 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -200882.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -200905.343750 Penalty: 3575.098633
	Iteration 17Q: 3 clusters Score -200905.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -200922.859375 Penalty: 3575.098633
	Iteration 18Q: 3 clusters Score -200922.9 nChanged 10
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: -200935.828125 Penalty: 3575.098633
	Iteration 19Q: 3 clusters Score -200935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -200945.656250 Penalty: 3575.098633
	Iteration 20F: 3 clusters Score -200945.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -200977.031250 Penalty: 3575.098633
	Iteration 21Q: 3 clusters Score -200977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -200990.703125 Penalty: 3575.098633
	Iteration 22Q: 3 clusters Score -200990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -200997.156250 Penalty: 3575.098633
	Iteration 23Q: 3 clusters Score -200997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201008.015625 Penalty: 3575.098633
	Iteration 24Q: 3 clusters Score -201008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -201017.156250 Penalty: 3575.098633
	Iteration 25Q: 3 clusters Score -201017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -201026.421875 Penalty: 3575.098633
	Iteration 26Q: 3 clusters Score -201026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201030.765625 Penalty: 3575.098633
	Iteration 27Q: 3 clusters Score -201030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -201031.296875 Penalty: 3575.098633
	Iteration 28Q: 3 clusters Score -201031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -201035.171875 Penalty: 3575.098633
	Iteration 29Q: 3 clusters Score -201035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -201038.828125 Penalty: 3575.098633
	Iteration 30Q: 3 clusters Score -201038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -201041.593750 Penalty: 3575.098633
	Iteration 31Q: 3 clusters Score -201041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -201059.218750 Penalty: 3575.098633
	Iteration 32Q: 3 clusters Score -201059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -201064.937500 Penalty: 3575.098633
	Iteration 33Q: 3 clusters Score -201064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -201067.125000 Penalty: 3575.098633
	Iteration 34Q: 3 clusters Score -201067.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -201067.125000 Penalty: 3575.098633
	Iteration 35F: 3 clusters Score -201067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -77814.359375 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -77814.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76319.039062 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -76319.04 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76679.710938 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -76679.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76817.257812 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -76817.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -76921.000000 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -76921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -77020.210938 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -77020.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77104.539062 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -77104.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77139.585938 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -77139.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -77164.171875 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -77164.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -77173.796875 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -77173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77184.632812 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -77184.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -77196.867188 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -77196.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77198.718750 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -77198.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77198.718750 Penalty: 3166.219238
	Iteration 12F: 3 clusters Score -77198.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -212449.453125 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -212449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210216.859375 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -210216.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -210614.968750 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -210615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -210736.359375 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -210736.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -210791.421875 Penalty: 3614.969238
	Iteration 3Q: 3 clusters Score -210791.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210819.109375 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -210819.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210828.484375 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -210828.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -210848.906250 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -210848.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -210871.812500 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -210871.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210892.000000 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -210892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -210904.281250 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -210904.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -210919.750000 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -210919.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -210937.781250 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -210937.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210949.734375 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -210949.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -210966.500000 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -210966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -210975.968750 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -210976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -210981.562500 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -210981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210989.671875 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -210989.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -210993.093750 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -210993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210999.359375 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -210999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -211004.828125 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -211004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -211009.421875 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -211009.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -211013.906250 Penalty: 3614.969238
	Iteration 21Q: 3 clusters Score -211013.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -211022.671875 Penalty: 3614.969238
	Iteration 22Q: 3 clusters Score -211022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -211029.734375 Penalty: 3614.969238
	Iteration 23Q: 3 clusters Score -211029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -211034.015625 Penalty: 3614.969238
	Iteration 24Q: 3 clusters Score -211034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -211035.812500 Penalty: 3614.969238
	Iteration 25Q: 3 clusters Score -211035.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -211041.250000 Penalty: 3614.969238
	Iteration 26Q: 3 clusters Score -211041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -211046.375000 Penalty: 3614.969238
	Iteration 27Q: 3 clusters Score -211046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -211048.578125 Penalty: 3614.969238
	Iteration 28Q: 3 clusters Score -211048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -211051.281250 Penalty: 3614.969238
	Iteration 29Q: 3 clusters Score -211051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -211055.015625 Penalty: 3614.969238
	Iteration 30Q: 3 clusters Score -211055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -211056.906250 Penalty: 3614.969238
	Iteration 31Q: 3 clusters Score -211056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -211058.171875 Penalty: 3614.969238
	Iteration 32Q: 3 clusters Score -211058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -211059.718750 Penalty: 3614.969238
	Iteration 33Q: 3 clusters Score -211059.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -211059.718750 Penalty: 3614.969238
	Iteration 34F: 3 clusters Score -211059.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -190434.000000 Penalty: 1797.452637
	Iteration 0F: 2 clusters Score -190434 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 711 members 
Entering Unmasked Estep 
Score: -188326.937500 Penalty: 3594.905273
	Iteration 0F: 3 clusters Score -188326.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -189424.406250 Penalty: 3594.905273
	Iteration 1F: 3 clusters Score -189424.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -190187.703125 Penalty: 3594.905273
	Iteration 2F: 3 clusters Score -190187.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190812.281250 Penalty: 3594.905273
	Iteration 3F: 3 clusters Score -190812.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -191104.140625 Penalty: 3594.905273
	Iteration 4F: 3 clusters Score -191104.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191247.906250 Penalty: 3594.905273
	Iteration 5Q: 3 clusters Score -191247.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -191528.296875 Penalty: 3594.905273
	Iteration 6Q: 3 clusters Score -191528.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -192113.343750 Penalty: 3594.905273
	Iteration 7Q: 3 clusters Score -192113.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -192239.796875 Penalty: 3594.905273
	Iteration 8Q: 3 clusters Score -192239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -192279.625000 Penalty: 3594.905273
	Iteration 9Q: 3 clusters Score -192279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -192300.406250 Penalty: 3594.905273
	Iteration 10Q: 3 clusters Score -192300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -192303.468750 Penalty: 3594.905273
	Iteration 11Q: 3 clusters Score -192303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -192304.687500 Penalty: 3594.905273
	Iteration 12Q: 3 clusters Score -192304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -192304.687500 Penalty: 3594.905273
	Iteration 13F: 3 clusters Score -192304.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102210 members 
Mstep: Class 4 contains 110006 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 26082 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125811 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28899 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6787 members 
Mstep: Class 23 contains 13427 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12265 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 909 members 
Entering Unmasked Estep 
Score: -86720848.000000 Penalty: 121528.132812
Splitting cluster 31 changes total score from -86720496.000000 to -86720848.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 32 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -90523.210938 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -90523.21 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 318 members 
Entering Unmasked Estep 
Score: -88987.476562 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -88987.48 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89526.234375 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -89526.23 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -89909.429688 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -89909.43 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90099.687500 Penalty: 3252.162109
	Iteration 3F: 3 clusters Score -90099.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90201.640625 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -90201.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90256.015625 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -90256.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90274.804688 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -90274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90288.960938 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -90288.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90292.679688 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -90292.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90294.828125 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -90294.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90296.812500 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -90296.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90297.578125 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -90297.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90297.578125 Penalty: 3252.162109
	Iteration 12F: 3 clusters Score -90297.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -160426.062500 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -160426.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -158428.140625 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -158428.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -158682.984375 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -158683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158759.734375 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -158759.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -158789.796875 Penalty: 3462.117676
	Iteration 3Q: 3 clusters Score -158789.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -158808.156250 Penalty: 3462.117676
	Iteration 4Q: 3 clusters Score -158808.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -158820.265625 Penalty: 3462.117676
	Iteration 5Q: 3 clusters Score -158820.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -158823.437500 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -158823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -158825.109375 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -158825.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -158825.906250 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -158825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -158825.906250 Penalty: 3462.117676
	Iteration 9F: 3 clusters Score -158825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -107945.093750 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -107945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -106141.562500 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -106141.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106778.398438 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -106778.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107297.289062 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -107297.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -107594.445312 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -107594.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -107809.921875 Penalty: 3386.503906
	Iteration 4F: 3 clusters Score -107809.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -107940.375000 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -107940.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -108018.351562 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -108018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -108053.390625 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -108053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -108069.882812 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -108069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -108081.882812 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -108081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -108088.890625 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -108088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -108090.984375 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -108091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -108094.554688 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -108094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -108096.359375 Penalty: 3386.503906
	Iteration 13Q: 3 clusters Score -108096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -108096.359375 Penalty: 3386.503906
	Iteration 14F: 3 clusters Score -108096.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102210 members 
Mstep: Class 4 contains 110006 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 26082 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125811 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28899 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6787 members 
Mstep: Class 23 contains 13427 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 703 members 
Mstep: Class 35 contains 12265 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 909 members 
Mstep: Class 38 contains 220 members 
Entering Unmasked Estep 
Score: -86719448.000000 Penalty: 124812.671875
Splitting cluster 34 changes total score from -86720496.000000 to -86719448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (12265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Entering Unmasked Estep 
Score: -1954146.625000 Penalty: 2334.797363
	Iteration 0F: 2 clusters Score -1954147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1945064.500000 Penalty: 4669.594727
	Iteration 0F: 3 clusters Score -1945064 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1947769.625000 Penalty: 4669.594727
	Iteration 1F: 3 clusters Score -1947770 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1948106.125000 Penalty: 4669.594727
	Iteration 2F: 3 clusters Score -1948106 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1948412.625000 Penalty: 4669.594727
	Iteration 3Q: 3 clusters Score -1948413 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1948727.000000 Penalty: 4669.594727
	Iteration 4Q: 3 clusters Score -1948727 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1949114.375000 Penalty: 4669.594727
	Iteration 5F: 3 clusters Score -1949114 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1949565.125000 Penalty: 4669.594727
	Iteration 6F: 3 clusters Score -1949565 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1950015.625000 Penalty: 4669.594727
	Iteration 7F: 3 clusters Score -1950016 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1950436.625000 Penalty: 4669.594727
	Iteration 8F: 3 clusters Score -1950437 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1950851.375000 Penalty: 4669.594727
	Iteration 9F: 3 clusters Score -1950851 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1951196.750000 Penalty: 4669.594727
	Iteration 10Q: 3 clusters Score -1951197 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1951500.625000 Penalty: 4669.594727
	Iteration 11Q: 3 clusters Score -1951501 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1951785.375000 Penalty: 4669.594727
	Iteration 12Q: 3 clusters Score -1951785 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1951986.750000 Penalty: 4669.594727
	Iteration 13Q: 3 clusters Score -1951987 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1952147.750000 Penalty: 4669.594727
	Iteration 14Q: 3 clusters Score -1952148 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1952292.875000 Penalty: 4669.594727
	Iteration 15Q: 3 clusters Score -1952293 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1952409.250000 Penalty: 4669.594727
	Iteration 16Q: 3 clusters Score -1952409 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1952487.750000 Penalty: 4669.594727
	Iteration 17Q: 3 clusters Score -1952488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1952533.250000 Penalty: 4669.594727
	Iteration 18Q: 3 clusters Score -1952533 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1952565.000000 Penalty: 4669.594727
	Iteration 19Q: 3 clusters Score -1952565 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1952599.750000 Penalty: 4669.594727
	Iteration 20F: 3 clusters Score -1952600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1952625.875000 Penalty: 4669.594727
	Iteration 21Q: 3 clusters Score -1952626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1952639.750000 Penalty: 4669.594727
	Iteration 22Q: 3 clusters Score -1952640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1952650.500000 Penalty: 4669.594727
	Iteration 23Q: 3 clusters Score -1952650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1952655.375000 Penalty: 4669.594727
	Iteration 24Q: 3 clusters Score -1952655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1952659.375000 Penalty: 4669.594727
	Iteration 25Q: 3 clusters Score -1952659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1952667.500000 Penalty: 4669.594727
	Iteration 26Q: 3 clusters Score -1952668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1952681.500000 Penalty: 4669.594727
	Iteration 27Q: 3 clusters Score -1952682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1952684.000000 Penalty: 4669.594727
	Iteration 28Q: 3 clusters Score -1952684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1952689.750000 Penalty: 4669.594727
	Iteration 29Q: 3 clusters Score -1952690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1952689.000000 Penalty: 4669.594727
	Iteration 30Q: 3 clusters Score -1952689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1952690.125000 Penalty: 4669.594727
	Iteration 31Q: 3 clusters Score -1952690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1952692.250000 Penalty: 4669.594727
	Iteration 32Q: 3 clusters Score -1952692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1952695.500000 Penalty: 4669.594727
	Iteration 33Q: 3 clusters Score -1952696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1952695.000000 Penalty: 4669.594727
	Iteration 34Q: 3 clusters Score -1952695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1952694.625000 Penalty: 4669.594727
	Iteration 35Q: 3 clusters Score -1952695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1952696.750000 Penalty: 4669.594727
	Iteration 36Q: 3 clusters Score -1952697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1952695.000000 Penalty: 4669.594727
	Iteration 37Q: 3 clusters Score -1952695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1952697.125000 Penalty: 4669.594727
	Iteration 38Q: 3 clusters Score -1952697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1952698.500000 Penalty: 4669.594727
	Iteration 39Q: 3 clusters Score -1952698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1952698.500000 Penalty: 4669.594727
	Iteration 40F: 3 clusters Score -1952698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -113061.398438 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -113061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111303.375000 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -111303.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111616.601562 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -111616.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111733.125000 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -111733.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111804.867188 Penalty: 3329.023193
	Iteration 3Q: 3 clusters Score -111804.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111845.492188 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -111845.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111864.640625 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -111864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111874.546875 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -111874.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111883.882812 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -111883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111901.710938 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -111901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111915.039062 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -111915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111949.101562 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -111949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111977.054688 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -111977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112014.328125 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -112014.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112042.968750 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -112043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112062.242188 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -112062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112099.000000 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -112099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112132.273438 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -112132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112206.921875 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -112206.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112245.453125 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -112245.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112269.546875 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -112269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112307.992188 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -112308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112323.867188 Penalty: 3329.023193
	Iteration 21Q: 3 clusters Score -112323.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112346.171875 Penalty: 3329.023193
	Iteration 22Q: 3 clusters Score -112346.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112371.320312 Penalty: 3329.023193
	Iteration 23Q: 3 clusters Score -112371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -112384.554688 Penalty: 3329.023193
	Iteration 24Q: 3 clusters Score -112384.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112397.468750 Penalty: 3329.023193
	Iteration 25Q: 3 clusters Score -112397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -112405.093750 Penalty: 3329.023193
	Iteration 26Q: 3 clusters Score -112405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112411.796875 Penalty: 3329.023193
	Iteration 27Q: 3 clusters Score -112411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112419.992188 Penalty: 3329.023193
	Iteration 28Q: 3 clusters Score -112420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112424.625000 Penalty: 3329.023193
	Iteration 29Q: 3 clusters Score -112424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112429.132812 Penalty: 3329.023193
	Iteration 30Q: 3 clusters Score -112429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112436.335938 Penalty: 3329.023193
	Iteration 31Q: 3 clusters Score -112436.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112450.312500 Penalty: 3329.023193
	Iteration 32Q: 3 clusters Score -112450.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112454.304688 Penalty: 3329.023193
	Iteration 33Q: 3 clusters Score -112454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112456.476562 Penalty: 3329.023193
	Iteration 34Q: 3 clusters Score -112456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112460.312500 Penalty: 3329.023193
	Iteration 35Q: 3 clusters Score -112460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112464.531250 Penalty: 3329.023193
	Iteration 36Q: 3 clusters Score -112464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112471.468750 Penalty: 3329.023193
	Iteration 37Q: 3 clusters Score -112471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112479.375000 Penalty: 3329.023193
	Iteration 38Q: 3 clusters Score -112479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112481.117188 Penalty: 3329.023193
	Iteration 39Q: 3 clusters Score -112481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112488.312500 Penalty: 3329.023193
	Iteration 40F: 3 clusters Score -112488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112490.664062 Penalty: 3329.023193
	Iteration 41Q: 3 clusters Score -112490.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -112500.937500 Penalty: 3329.023193
	Iteration 42Q: 3 clusters Score -112500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -112510.062500 Penalty: 3329.023193
	Iteration 43Q: 3 clusters Score -112510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112513.632812 Penalty: 3329.023193
	Iteration 44Q: 3 clusters Score -112513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112516.593750 Penalty: 3329.023193
	Iteration 45Q: 3 clusters Score -112516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112519.632812 Penalty: 3329.023193
	Iteration 46Q: 3 clusters Score -112519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112519.632812 Penalty: 3329.023193
	Iteration 47F: 3 clusters Score -112519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102210 members 
Mstep: Class 4 contains 110006 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 26082 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125811 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 440 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28899 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19533 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6787 members 
Mstep: Class 23 contains 13427 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 704 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12265 members 
Mstep: Class 36 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720880.000000 Penalty: 121528.132812
Iteration 239Q: 38 clusters Score -8.672088e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102227 members 
Mstep: Class 4 contains 110027 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 26101 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125780 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28892 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19534 members 
Mstep: Class 21 contains 34556 members 
Mstep: Class 22 contains 6787 members 
Mstep: Class 23 contains 13428 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1350 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12252 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720872.000000 Penalty: 121528.132812
Iteration 240F: 38 clusters Score -8.672087e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102240 members 
Mstep: Class 4 contains 110047 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 10096 members 
Mstep: Class 9 contains 26114 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125745 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 28882 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19535 members 
Mstep: Class 21 contains 34556 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 13433 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 302 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12245 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720968.000000 Penalty: 121528.132812
Iteration 241Q: 38 clusters Score -8.672097e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102253 members 
Mstep: Class 4 contains 110049 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10098 members 
Mstep: Class 9 contains 26130 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 125721 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28869 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 20 contains 19535 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 13435 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 1349 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12243 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721192.000000 Penalty: 121528.132812
Iteration 242Q: 38 clusters Score -8.672119e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102266 members 
Mstep: Class 4 contains 110079 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10091 members 
Mstep: Class 9 contains 26139 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125693 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28862 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19535 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6785 members 
Mstep: Class 23 contains 13433 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5926 members 
Mstep: Class 28 contains 1347 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12242 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721048.000000 Penalty: 121528.132812
Iteration 243Q: 38 clusters Score -8.672105e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102255 members 
Mstep: Class 4 contains 110099 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 26157 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125686 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28857 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 1780 members 
Mstep: Class 20 contains 19535 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6784 members 
Mstep: Class 23 contains 13431 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5926 members 
Mstep: Class 28 contains 1342 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 924 members 
Mstep: Class 35 contains 12243 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721120.000000 Penalty: 121528.132812
Iteration 244Q: 38 clusters Score -8.672112e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102271 members 
Mstep: Class 4 contains 110119 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 26165 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125664 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28852 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34548 members 
Mstep: Class 22 contains 6783 members 
Mstep: Class 23 contains 13430 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1340 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 494 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 12238 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721176.000000 Penalty: 121528.132812
Iteration 245Q: 38 clusters Score -8.672118e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102286 members 
Mstep: Class 4 contains 110132 members 
Mstep: Class 5 contains 4775 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10075 members 
Mstep: Class 9 contains 26178 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125641 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28848 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34546 members 
Mstep: Class 22 contains 6782 members 
Mstep: Class 23 contains 13426 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1339 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721112.000000 Penalty: 121528.132812
Iteration 246Q: 38 clusters Score -8.672111e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102292 members 
Mstep: Class 4 contains 110148 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10070 members 
Mstep: Class 9 contains 26192 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125624 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13051 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28841 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6779 members 
Mstep: Class 23 contains 13425 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1338 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 494 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12236 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721184.000000 Penalty: 121528.132812
Iteration 247Q: 38 clusters Score -8.672118e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102285 members 
Mstep: Class 4 contains 110202 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10069 members 
Mstep: Class 9 contains 26210 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125568 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28834 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 1782 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 34546 members 
Mstep: Class 22 contains 6779 members 
Mstep: Class 23 contains 13429 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1338 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12231 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721176.000000 Penalty: 121528.132812
Iteration 248Q: 38 clusters Score -8.672118e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102275 members 
Mstep: Class 4 contains 110217 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8968 members 
Mstep: Class 8 contains 10067 members 
Mstep: Class 9 contains 26230 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125547 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28828 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1783 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6779 members 
Mstep: Class 23 contains 13436 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 1338 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12226 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721192.000000 Penalty: 121528.132812
Iteration 249Q: 38 clusters Score -8.672119e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102258 members 
Mstep: Class 4 contains 110232 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10070 members 
Mstep: Class 9 contains 26242 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125553 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28817 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34542 members 
Mstep: Class 22 contains 6777 members 
Mstep: Class 23 contains 13437 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5921 members 
Mstep: Class 28 contains 1338 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12221 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721096.000000 Penalty: 121528.132812
Iteration 250Q: 38 clusters Score -8.67211e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102245 members 
Mstep: Class 4 contains 110258 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10072 members 
Mstep: Class 9 contains 26263 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125521 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28815 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34538 members 
Mstep: Class 22 contains 6777 members 
Mstep: Class 23 contains 13439 members 
Mstep: Class 24 contains 3904 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1337 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721248.000000 Penalty: 121528.132812
Iteration 251Q: 38 clusters Score -8.672125e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102249 members 
Mstep: Class 4 contains 110285 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10064 members 
Mstep: Class 9 contains 26281 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125482 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13052 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28819 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34538 members 
Mstep: Class 22 contains 6776 members 
Mstep: Class 23 contains 13440 members 
Mstep: Class 24 contains 3905 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1337 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12210 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721368.000000 Penalty: 121528.132812
Iteration 252Q: 38 clusters Score -8.672137e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102232 members 
Mstep: Class 4 contains 110319 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10059 members 
Mstep: Class 9 contains 26296 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125448 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28818 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34539 members 
Mstep: Class 22 contains 6778 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3905 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1336 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1076 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12210 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721344.000000 Penalty: 121528.132812
Iteration 253Q: 38 clusters Score -8.672134e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102216 members 
Mstep: Class 4 contains 110356 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10055 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125408 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13051 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28814 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34538 members 
Mstep: Class 22 contains 6775 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3905 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1336 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1075 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12208 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721392.000000 Penalty: 121528.132812
Iteration 254Q: 38 clusters Score -8.672139e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102204 members 
Mstep: Class 4 contains 110409 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10051 members 
Mstep: Class 9 contains 26364 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125346 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13049 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28809 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34539 members 
Mstep: Class 22 contains 6773 members 
Mstep: Class 23 contains 13440 members 
Mstep: Class 24 contains 3905 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1077 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12207 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721432.000000 Penalty: 121528.132812
Iteration 255Q: 38 clusters Score -8.672143e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102175 members 
Mstep: Class 4 contains 110459 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10050 members 
Mstep: Class 9 contains 26394 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125297 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13051 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28801 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 34537 members 
Mstep: Class 22 contains 6770 members 
Mstep: Class 23 contains 13445 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1080 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12208 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721416.000000 Penalty: 121528.132812
Iteration 256Q: 38 clusters Score -8.672142e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102162 members 
Mstep: Class 4 contains 110508 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10049 members 
Mstep: Class 9 contains 26425 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125250 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28796 members 
Mstep: Class 17 contains 6332 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34537 members 
Mstep: Class 22 contains 6767 members 
Mstep: Class 23 contains 13442 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5921 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12204 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721480.000000 Penalty: 121528.132812
Iteration 257Q: 38 clusters Score -8.672148e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102164 members 
Mstep: Class 4 contains 110536 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10042 members 
Mstep: Class 9 contains 26462 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125200 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28789 members 
Mstep: Class 17 contains 6331 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34539 members 
Mstep: Class 22 contains 6764 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12201 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721480.000000 Penalty: 121528.132812
Iteration 258Q: 38 clusters Score -8.672148e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102168 members 
Mstep: Class 4 contains 110559 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 26487 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 125145 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28787 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34541 members 
Mstep: Class 22 contains 6763 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12202 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721496.000000 Penalty: 121528.132812
Iteration 259Q: 38 clusters Score -8.67215e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102173 members 
Mstep: Class 4 contains 110587 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10034 members 
Mstep: Class 9 contains 26522 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125085 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28786 members 
Mstep: Class 17 contains 6334 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6760 members 
Mstep: Class 23 contains 13441 members 
Mstep: Class 24 contains 3907 members 
Mstep: Class 25 contains 230 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 493 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12201 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721496.000000 Penalty: 121528.132812
Iteration 260F: 38 clusters Score -8.67215e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102192 members 
Mstep: Class 4 contains 110578 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10035 members 
Mstep: Class 9 contains 26549 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 125044 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28782 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6759 members 
Mstep: Class 23 contains 13442 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 494 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12207 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721432.000000 Penalty: 121528.132812
Iteration 261Q: 38 clusters Score -8.672143e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102211 members 
Mstep: Class 4 contains 110587 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10027 members 
Mstep: Class 9 contains 26573 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 125004 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28786 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34541 members 
Mstep: Class 22 contains 6756 members 
Mstep: Class 23 contains 13442 members 
Mstep: Class 24 contains 3908 members 
Mstep: Class 25 contains 228 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 495 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12207 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721408.000000 Penalty: 121528.132812
Iteration 262Q: 38 clusters Score -8.672141e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102223 members 
Mstep: Class 4 contains 110574 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 26602 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 124972 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28787 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3909 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 301 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12208 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721360.000000 Penalty: 121528.132812
Iteration 263Q: 38 clusters Score -8.672136e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102228 members 
Mstep: Class 4 contains 110559 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 9 contains 26639 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 124952 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28781 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6749 members 
Mstep: Class 23 contains 13442 members 
Mstep: Class 24 contains 3909 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12204 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721464.000000 Penalty: 121528.132812
Iteration 264Q: 38 clusters Score -8.672146e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102234 members 
Mstep: Class 4 contains 110528 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 10016 members 
Mstep: Class 9 contains 26665 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 124962 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28773 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34551 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 13447 members 
Mstep: Class 24 contains 3911 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12204 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721408.000000 Penalty: 121528.132812
Iteration 265Q: 38 clusters Score -8.672141e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102254 members 
Mstep: Class 4 contains 110500 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 10006 members 
Mstep: Class 9 contains 26695 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124959 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28765 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6740 members 
Mstep: Class 23 contains 13450 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12203 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721344.000000 Penalty: 121528.132812
Iteration 266Q: 38 clusters Score -8.672134e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102282 members 
Mstep: Class 4 contains 110488 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9996 members 
Mstep: Class 9 contains 26699 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124954 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28761 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6736 members 
Mstep: Class 23 contains 13451 members 
Mstep: Class 24 contains 3913 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12198 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721416.000000 Penalty: 121528.132812
Iteration 267Q: 38 clusters Score -8.672142e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102290 members 
Mstep: Class 4 contains 110486 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9990 members 
Mstep: Class 9 contains 26709 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124938 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28762 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34558 members 
Mstep: Class 22 contains 6736 members 
Mstep: Class 23 contains 13454 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5921 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12195 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721576.000000 Penalty: 121528.132812
Iteration 268Q: 38 clusters Score -8.672158e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102301 members 
Mstep: Class 4 contains 110466 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9983 members 
Mstep: Class 9 contains 26726 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124930 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28763 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34561 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 13456 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5921 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12193 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721696.000000 Penalty: 121528.132812
Iteration 269Q: 38 clusters Score -8.67217e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102314 members 
Mstep: Class 4 contains 110455 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9978 members 
Mstep: Class 9 contains 26747 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124909 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28763 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34561 members 
Mstep: Class 22 contains 6731 members 
Mstep: Class 23 contains 13458 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1335 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12197 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721656.000000 Penalty: 121528.132812
Iteration 270Q: 38 clusters Score -8.672166e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102321 members 
Mstep: Class 4 contains 110463 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9980 members 
Mstep: Class 9 contains 26757 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124889 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28765 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34560 members 
Mstep: Class 22 contains 6727 members 
Mstep: Class 23 contains 13456 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1334 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12199 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721624.000000 Penalty: 121528.132812
Iteration 271Q: 38 clusters Score -8.672162e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102304 members 
Mstep: Class 4 contains 110476 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9972 members 
Mstep: Class 9 contains 26777 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124875 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28768 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34561 members 
Mstep: Class 22 contains 6727 members 
Mstep: Class 23 contains 13459 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1333 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1082 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12200 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721680.000000 Penalty: 121528.132812
Iteration 272Q: 38 clusters Score -8.672168e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102310 members 
Mstep: Class 4 contains 110501 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9964 members 
Mstep: Class 9 contains 26789 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124834 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13060 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28770 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34561 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 13462 members 
Mstep: Class 24 contains 3916 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1333 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12199 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721720.000000 Penalty: 121528.132812
Iteration 273Q: 38 clusters Score -8.672172e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102311 members 
Mstep: Class 4 contains 110524 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9960 members 
Mstep: Class 9 contains 26806 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124795 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13062 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28773 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34560 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 13466 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1333 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12194 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721696.000000 Penalty: 121528.132812
Iteration 274Q: 38 clusters Score -8.67217e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102308 members 
Mstep: Class 4 contains 110536 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9953 members 
Mstep: Class 9 contains 26827 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124771 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13062 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28772 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34559 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 13468 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1333 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1083 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12195 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721728.000000 Penalty: 121528.132812
Iteration 275Q: 38 clusters Score -8.672173e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102304 members 
Mstep: Class 4 contains 110547 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8970 members 
Mstep: Class 8 contains 9953 members 
Mstep: Class 9 contains 26840 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124754 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28769 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34557 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 13468 members 
Mstep: Class 24 contains 3919 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1332 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12190 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721608.000000 Penalty: 121528.132812
Iteration 276Q: 38 clusters Score -8.672161e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102290 members 
Mstep: Class 4 contains 110576 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9952 members 
Mstep: Class 9 contains 26860 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124734 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28766 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34556 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 13465 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1331 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12187 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721688.000000 Penalty: 121528.132812
Iteration 277Q: 38 clusters Score -8.672169e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102295 members 
Mstep: Class 4 contains 110593 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9950 members 
Mstep: Class 9 contains 26873 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124710 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28765 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34556 members 
Mstep: Class 22 contains 6724 members 
Mstep: Class 23 contains 13462 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1331 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12183 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721728.000000 Penalty: 121528.132812
Iteration 278Q: 38 clusters Score -8.672173e+07 nChanged 206
Entering ConstructFrom: 
Score: -86721728.000000 Penalty: 121528.132812
Entering ConstructFrom: 
Trying to split cluster 1 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -233209.593750 Penalty: 1831.229370
	Iteration 0F: 2 clusters Score -233209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -230878.937500 Penalty: 3662.458740
	Iteration 0F: 3 clusters Score -230878.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -231276.093750 Penalty: 3662.458740
	Iteration 1F: 3 clusters Score -231276.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -231390.093750 Penalty: 3662.458740
	Iteration 2F: 3 clusters Score -231390.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -231472.453125 Penalty: 3662.458740
	Iteration 3Q: 3 clusters Score -231472.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -231534.500000 Penalty: 3662.458740
	Iteration 4Q: 3 clusters Score -231534.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -231579.656250 Penalty: 3662.458740
	Iteration 5Q: 3 clusters Score -231579.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -231625.156250 Penalty: 3662.458740
	Iteration 6Q: 3 clusters Score -231625.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -231668.828125 Penalty: 3662.458740
	Iteration 7Q: 3 clusters Score -231668.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -231722.390625 Penalty: 3662.458740
	Iteration 8Q: 3 clusters Score -231722.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -231764.359375 Penalty: 3662.458740
	Iteration 9Q: 3 clusters Score -231764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -231786.281250 Penalty: 3662.458740
	Iteration 10Q: 3 clusters Score -231786.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -231808.421875 Penalty: 3662.458740
	Iteration 11Q: 3 clusters Score -231808.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231827.890625 Penalty: 3662.458740
	Iteration 12Q: 3 clusters Score -231827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -231840.437500 Penalty: 3662.458740
	Iteration 13Q: 3 clusters Score -231840.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -231845.484375 Penalty: 3662.458740
	Iteration 14Q: 3 clusters Score -231845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -231862.062500 Penalty: 3662.458740
	Iteration 15Q: 3 clusters Score -231862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -231875.781250 Penalty: 3662.458740
	Iteration 16Q: 3 clusters Score -231875.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -231886.046875 Penalty: 3662.458740
	Iteration 17Q: 3 clusters Score -231886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -231890.937500 Penalty: 3662.458740
	Iteration 18Q: 3 clusters Score -231890.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -231895.453125 Penalty: 3662.458740
	Iteration 19Q: 3 clusters Score -231895.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -231899.062500 Penalty: 3662.458740
	Iteration 20F: 3 clusters Score -231899.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231904.578125 Penalty: 3662.458740
	Iteration 21Q: 3 clusters Score -231904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -231907.046875 Penalty: 3662.458740
	Iteration 22Q: 3 clusters Score -231907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -231908.093750 Penalty: 3662.458740
	Iteration 23Q: 3 clusters Score -231908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -231909.250000 Penalty: 3662.458740
	Iteration 24Q: 3 clusters Score -231909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -231909.250000 Penalty: 3662.458740
	Iteration 25Q: 3 clusters Score -231909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -231909.250000 Penalty: 3662.458740
	Iteration 26F: 3 clusters Score -231909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -155966.312500 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -155966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153980.453125 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -153980.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154354.703125 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -154354.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -154676.406250 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -154676.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154956.953125 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -154957 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155080.500000 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -155080.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155169.781250 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -155169.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155219.062500 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -155219.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155256.953125 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -155257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155269.156250 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -155269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -155276.171875 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -155276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -155280.734375 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -155280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155286.078125 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -155286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155289.250000 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -155289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155290.265625 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -155290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155290.656250 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -155290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155290.656250 Penalty: 3494.705078
	Iteration 15F: 3 clusters Score -155290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102310 members 
Entering Unmasked Estep 
Score: -16161999.000000 Penalty: 2860.869141
	Iteration 0F: 2 clusters Score -1.6162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -16095168.000000 Penalty: 5721.738281
	Iteration 0F: 3 clusters Score -1.609517e+07 nChanged 48159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52522 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -16122500.000000 Penalty: 5721.738281
	Iteration 1F: 3 clusters Score -1.61225e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -16123344.000000 Penalty: 5721.738281
	Iteration 2Q: 3 clusters Score -1.612334e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -16124460.000000 Penalty: 5721.738281
	Iteration 3Q: 3 clusters Score -1.612446e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -16125793.000000 Penalty: 5721.738281
	Iteration 4Q: 3 clusters Score -1.612579e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -16127658.000000 Penalty: 5721.738281
	Iteration 5Q: 3 clusters Score -1.612766e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -16130531.000000 Penalty: 5721.738281
	Iteration 6F: 3 clusters Score -1.613053e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -16134820.000000 Penalty: 5721.738281
	Iteration 7F: 3 clusters Score -1.613482e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -16140043.000000 Penalty: 5721.738281
	Iteration 8F: 3 clusters Score -1.614004e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -16145251.000000 Penalty: 5721.738281
	Iteration 9F: 3 clusters Score -1.614525e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -16149352.000000 Penalty: 5721.738281
	Iteration 10F: 3 clusters Score -1.614935e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -16152194.000000 Penalty: 5721.738281
	Iteration 11Q: 3 clusters Score -1.615219e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -16154241.000000 Penalty: 5721.738281
	Iteration 12Q: 3 clusters Score -1.615424e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -16155950.000000 Penalty: 5721.738281
	Iteration 13Q: 3 clusters Score -1.615595e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -16157199.000000 Penalty: 5721.738281
	Iteration 14Q: 3 clusters Score -1.61572e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -16158185.000000 Penalty: 5721.738281
	Iteration 15Q: 3 clusters Score -1.615818e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -16158863.000000 Penalty: 5721.738281
	Iteration 16Q: 3 clusters Score -1.615886e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -16159396.000000 Penalty: 5721.738281
	Iteration 17Q: 3 clusters Score -1.61594e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -16159712.000000 Penalty: 5721.738281
	Iteration 18Q: 3 clusters Score -1.615971e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16159861.000000 Penalty: 5721.738281
	Iteration 19Q: 3 clusters Score -1.615986e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -16159907.000000 Penalty: 5721.738281
	Iteration 20F: 3 clusters Score -1.615991e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16159952.000000 Penalty: 5721.738281
	Iteration 21Q: 3 clusters Score -1.615995e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16160012.000000 Penalty: 5721.738281
	Iteration 22Q: 3 clusters Score -1.616001e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16160054.000000 Penalty: 5721.738281
	Iteration 23Q: 3 clusters Score -1.616005e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101556 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16160048.000000 Penalty: 5721.738281
	Iteration 24Q: 3 clusters Score -1.616005e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101588 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -16160069.000000 Penalty: 5721.738281
	Iteration 25Q: 3 clusters Score -1.616007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101611 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -16160066.000000 Penalty: 5721.738281
	Iteration 26Q: 3 clusters Score -1.616007e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -16160064.000000 Penalty: 5721.738281
	Iteration 27Q: 3 clusters Score -1.616006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -16160081.000000 Penalty: 5721.738281
	Iteration 28Q: 3 clusters Score -1.616008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -16160078.000000 Penalty: 5721.738281
	Iteration 29Q: 3 clusters Score -1.616008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -16160084.000000 Penalty: 5721.738281
	Iteration 30Q: 3 clusters Score -1.616008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101659 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -16160082.000000 Penalty: 5721.738281
	Iteration 31Q: 3 clusters Score -1.616008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -16160076.000000 Penalty: 5721.738281
	Iteration 32Q: 3 clusters Score -1.616008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -16160076.000000 Penalty: 5721.738281
	Iteration 33Q: 3 clusters Score -1.616008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -16160076.000000 Penalty: 5721.738281
	Iteration 34F: 3 clusters Score -1.616008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (110611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Entering Unmasked Estep 
Score: -17422554.000000 Penalty: 2880.216309
	Iteration 0F: 2 clusters Score -1.742255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -17351756.000000 Penalty: 5760.432617
	Iteration 0F: 3 clusters Score -1.735176e+07 nChanged 52407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 53568 members 
Entering Unmasked Estep 
Score: -17381796.000000 Penalty: 5760.432617
	Iteration 1F: 3 clusters Score -1.73818e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -17382996.000000 Penalty: 5760.432617
	Iteration 2Q: 3 clusters Score -1.7383e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -17384500.000000 Penalty: 5760.432617
	Iteration 3Q: 3 clusters Score -1.73845e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -17386420.000000 Penalty: 5760.432617
	Iteration 4Q: 3 clusters Score -1.738642e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -17389388.000000 Penalty: 5760.432617
	Iteration 5Q: 3 clusters Score -1.738939e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -17393890.000000 Penalty: 5760.432617
	Iteration 6F: 3 clusters Score -1.739389e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -17399402.000000 Penalty: 5760.432617
	Iteration 7F: 3 clusters Score -1.73994e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -17404322.000000 Penalty: 5760.432617
	Iteration 8F: 3 clusters Score -1.740432e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -17407332.000000 Penalty: 5760.432617
	Iteration 9F: 3 clusters Score -1.740733e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -17408508.000000 Penalty: 5760.432617
	Iteration 10Q: 3 clusters Score -1.740851e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -17409028.000000 Penalty: 5760.432617
	Iteration 11Q: 3 clusters Score -1.740903e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -17409442.000000 Penalty: 5760.432617
	Iteration 12Q: 3 clusters Score -1.740944e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -17409842.000000 Penalty: 5760.432617
	Iteration 13Q: 3 clusters Score -1.740984e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -17410226.000000 Penalty: 5760.432617
	Iteration 14Q: 3 clusters Score -1.741023e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -17410632.000000 Penalty: 5760.432617
	Iteration 15Q: 3 clusters Score -1.741063e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -17411058.000000 Penalty: 5760.432617
	Iteration 16Q: 3 clusters Score -1.741106e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -17411318.000000 Penalty: 5760.432617
	Iteration 17Q: 3 clusters Score -1.741132e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -17411652.000000 Penalty: 5760.432617
	Iteration 18Q: 3 clusters Score -1.741165e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -17411954.000000 Penalty: 5760.432617
	Iteration 19Q: 3 clusters Score -1.741195e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -17412166.000000 Penalty: 5760.432617
	Iteration 20F: 3 clusters Score -1.741217e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -17412426.000000 Penalty: 5760.432617
	Iteration 21Q: 3 clusters Score -1.741243e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -17412714.000000 Penalty: 5760.432617
	Iteration 22Q: 3 clusters Score -1.741271e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -17412950.000000 Penalty: 5760.432617
	Iteration 23Q: 3 clusters Score -1.741295e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65065 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -17413096.000000 Penalty: 5760.432617
	Iteration 24Q: 3 clusters Score -1.74131e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -17413166.000000 Penalty: 5760.432617
	Iteration 25Q: 3 clusters Score -1.741317e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -17413274.000000 Penalty: 5760.432617
	Iteration 26Q: 3 clusters Score -1.741327e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -17413290.000000 Penalty: 5760.432617
	Iteration 27Q: 3 clusters Score -1.741329e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -17413344.000000 Penalty: 5760.432617
	Iteration 28Q: 3 clusters Score -1.741334e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -17413426.000000 Penalty: 5760.432617
	Iteration 29Q: 3 clusters Score -1.741343e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -17413522.000000 Penalty: 5760.432617
	Iteration 30Q: 3 clusters Score -1.741352e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -17413538.000000 Penalty: 5760.432617
	Iteration 31Q: 3 clusters Score -1.741354e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -17413560.000000 Penalty: 5760.432617
	Iteration 32Q: 3 clusters Score -1.741356e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -17413596.000000 Penalty: 5760.432617
	Iteration 33Q: 3 clusters Score -1.74136e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -17413656.000000 Penalty: 5760.432617
	Iteration 34Q: 3 clusters Score -1.741366e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -17413654.000000 Penalty: 5760.432617
	Iteration 35Q: 3 clusters Score -1.741365e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -17413706.000000 Penalty: 5760.432617
	Iteration 36Q: 3 clusters Score -1.741371e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -17413736.000000 Penalty: 5760.432617
	Iteration 37Q: 3 clusters Score -1.741374e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -17413746.000000 Penalty: 5760.432617
	Iteration 38Q: 3 clusters Score -1.741375e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -17413800.000000 Penalty: 5760.432617
	Iteration 39Q: 3 clusters Score -1.74138e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -17413792.000000 Penalty: 5760.432617
	Iteration 40F: 3 clusters Score -1.741379e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -17413802.000000 Penalty: 5760.432617
	Iteration 41Q: 3 clusters Score -1.74138e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67397 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -17413822.000000 Penalty: 5760.432617
	Iteration 42Q: 3 clusters Score -1.741382e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -17413844.000000 Penalty: 5760.432617
	Iteration 43Q: 3 clusters Score -1.741384e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -17413828.000000 Penalty: 5760.432617
	Iteration 44Q: 3 clusters Score -1.741383e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -17413818.000000 Penalty: 5760.432617
	Iteration 45Q: 3 clusters Score -1.741382e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -17413828.000000 Penalty: 5760.432617
	Iteration 46Q: 3 clusters Score -1.741383e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -17413832.000000 Penalty: 5760.432617
	Iteration 47Q: 3 clusters Score -1.741383e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -17413844.000000 Penalty: 5760.432617
	Iteration 48Q: 3 clusters Score -1.741384e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -17413898.000000 Penalty: 5760.432617
	Iteration 49Q: 3 clusters Score -1.74139e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -17413912.000000 Penalty: 5760.432617
	Iteration 50Q: 3 clusters Score -1.741391e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -17413906.000000 Penalty: 5760.432617
	Iteration 51Q: 3 clusters Score -1.741391e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -17413930.000000 Penalty: 5760.432617
	Iteration 52Q: 3 clusters Score -1.741393e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -17413930.000000 Penalty: 5760.432617
	Iteration 53Q: 3 clusters Score -1.741393e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -17413922.000000 Penalty: 5760.432617
	Iteration 54Q: 3 clusters Score -1.741392e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -17413912.000000 Penalty: 5760.432617
	Iteration 55Q: 3 clusters Score -1.741391e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -17413952.000000 Penalty: 5760.432617
	Iteration 56Q: 3 clusters Score -1.741395e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -17413970.000000 Penalty: 5760.432617
	Iteration 57Q: 3 clusters Score -1.741397e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -17414012.000000 Penalty: 5760.432617
	Iteration 58Q: 3 clusters Score -1.741401e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -17414030.000000 Penalty: 5760.432617
	Iteration 59Q: 3 clusters Score -1.741403e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -17414062.000000 Penalty: 5760.432617
	Iteration 60F: 3 clusters Score -1.741406e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -17414058.000000 Penalty: 5760.432617
	Iteration 61Q: 3 clusters Score -1.741406e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70022 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -17414100.000000 Penalty: 5760.432617
	Iteration 62Q: 3 clusters Score -1.74141e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -17414090.000000 Penalty: 5760.432617
	Iteration 63Q: 3 clusters Score -1.741409e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -17414064.000000 Penalty: 5760.432617
	Iteration 64Q: 3 clusters Score -1.741406e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -17414052.000000 Penalty: 5760.432617
	Iteration 65Q: 3 clusters Score -1.741405e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70648 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -17414082.000000 Penalty: 5760.432617
	Iteration 66Q: 3 clusters Score -1.741408e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -17414100.000000 Penalty: 5760.432617
	Iteration 67Q: 3 clusters Score -1.74141e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -17414108.000000 Penalty: 5760.432617
	Iteration 68Q: 3 clusters Score -1.741411e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71225 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -17414154.000000 Penalty: 5760.432617
	Iteration 69Q: 3 clusters Score -1.741415e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -17414182.000000 Penalty: 5760.432617
	Iteration 70Q: 3 clusters Score -1.741418e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71693 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -17414214.000000 Penalty: 5760.432617
	Iteration 71Q: 3 clusters Score -1.741421e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -17414290.000000 Penalty: 5760.432617
	Iteration 72Q: 3 clusters Score -1.741429e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -17414314.000000 Penalty: 5760.432617
	Iteration 73Q: 3 clusters Score -1.741431e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -17414334.000000 Penalty: 5760.432617
	Iteration 74Q: 3 clusters Score -1.741433e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -17414374.000000 Penalty: 5760.432617
	Iteration 75Q: 3 clusters Score -1.741437e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -17414372.000000 Penalty: 5760.432617
	Iteration 76Q: 3 clusters Score -1.741437e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -17414378.000000 Penalty: 5760.432617
	Iteration 77Q: 3 clusters Score -1.741438e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -17414404.000000 Penalty: 5760.432617
	Iteration 78Q: 3 clusters Score -1.74144e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -17414462.000000 Penalty: 5760.432617
	Iteration 79Q: 3 clusters Score -1.741446e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -17414464.000000 Penalty: 5760.432617
	Iteration 80F: 3 clusters Score -1.741446e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -17414492.000000 Penalty: 5760.432617
	Iteration 81Q: 3 clusters Score -1.741449e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -17414520.000000 Penalty: 5760.432617
	Iteration 82Q: 3 clusters Score -1.741452e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -17414614.000000 Penalty: 5760.432617
	Iteration 83Q: 3 clusters Score -1.741461e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -17414648.000000 Penalty: 5760.432617
	Iteration 84Q: 3 clusters Score -1.741465e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -17414744.000000 Penalty: 5760.432617
	Iteration 85Q: 3 clusters Score -1.741474e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -17414786.000000 Penalty: 5760.432617
	Iteration 86Q: 3 clusters Score -1.741479e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -17414784.000000 Penalty: 5760.432617
	Iteration 87Q: 3 clusters Score -1.741478e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -17414896.000000 Penalty: 5760.432617
	Iteration 88Q: 3 clusters Score -1.74149e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -17414976.000000 Penalty: 5760.432617
	Iteration 89Q: 3 clusters Score -1.741498e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -17415034.000000 Penalty: 5760.432617
	Iteration 90Q: 3 clusters Score -1.741503e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -17415076.000000 Penalty: 5760.432617
	Iteration 91Q: 3 clusters Score -1.741508e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -17415132.000000 Penalty: 5760.432617
	Iteration 92Q: 3 clusters Score -1.741513e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -17415178.000000 Penalty: 5760.432617
	Iteration 93Q: 3 clusters Score -1.741518e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -17415220.000000 Penalty: 5760.432617
	Iteration 94Q: 3 clusters Score -1.741522e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -17415292.000000 Penalty: 5760.432617
	Iteration 95Q: 3 clusters Score -1.741529e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -17415410.000000 Penalty: 5760.432617
	Iteration 96Q: 3 clusters Score -1.741541e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -17415524.000000 Penalty: 5760.432617
	Iteration 97Q: 3 clusters Score -1.741552e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -17415678.000000 Penalty: 5760.432617
	Iteration 98Q: 3 clusters Score -1.741568e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -17415810.000000 Penalty: 5760.432617
	Iteration 99Q: 3 clusters Score -1.741581e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -17415946.000000 Penalty: 5760.432617
	Iteration 100F: 3 clusters Score -1.741595e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -17416120.000000 Penalty: 5760.432617
	Iteration 101Q: 3 clusters Score -1.741612e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -17416276.000000 Penalty: 5760.432617
	Iteration 102Q: 3 clusters Score -1.741628e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -17416420.000000 Penalty: 5760.432617
	Iteration 103Q: 3 clusters Score -1.741642e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -17416572.000000 Penalty: 5760.432617
	Iteration 104Q: 3 clusters Score -1.741657e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -17416752.000000 Penalty: 5760.432617
	Iteration 105Q: 3 clusters Score -1.741675e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -17416892.000000 Penalty: 5760.432617
	Iteration 106Q: 3 clusters Score -1.741689e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -17417054.000000 Penalty: 5760.432617
	Iteration 107Q: 3 clusters Score -1.741705e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -17417376.000000 Penalty: 5760.432617
	Iteration 108Q: 3 clusters Score -1.741738e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -17417622.000000 Penalty: 5760.432617
	Iteration 109Q: 3 clusters Score -1.741762e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -17417842.000000 Penalty: 5760.432617
	Iteration 110Q: 3 clusters Score -1.741784e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -17418002.000000 Penalty: 5760.432617
	Iteration 111Q: 3 clusters Score -1.7418e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -17418158.000000 Penalty: 5760.432617
	Iteration 112Q: 3 clusters Score -1.741816e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -17418370.000000 Penalty: 5760.432617
	Iteration 113Q: 3 clusters Score -1.741837e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -17418514.000000 Penalty: 5760.432617
	Iteration 114Q: 3 clusters Score -1.741851e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98539 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -17418692.000000 Penalty: 5760.432617
	Iteration 115Q: 3 clusters Score -1.741869e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99135 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -17418830.000000 Penalty: 5760.432617
	Iteration 116Q: 3 clusters Score -1.741883e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -17418976.000000 Penalty: 5760.432617
	Iteration 117Q: 3 clusters Score -1.741898e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -17419070.000000 Penalty: 5760.432617
	Iteration 118Q: 3 clusters Score -1.741907e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -17419092.000000 Penalty: 5760.432617
	Iteration 119Q: 3 clusters Score -1.741909e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101353 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -17419180.000000 Penalty: 5760.432617
	Iteration 120F: 3 clusters Score -1.741918e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -17419304.000000 Penalty: 5760.432617
	Iteration 121Q: 3 clusters Score -1.74193e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -17419390.000000 Penalty: 5760.432617
	Iteration 122Q: 3 clusters Score -1.741939e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -17419450.000000 Penalty: 5760.432617
	Iteration 123Q: 3 clusters Score -1.741945e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -17419504.000000 Penalty: 5760.432617
	Iteration 124Q: 3 clusters Score -1.74195e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103363 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -17419530.000000 Penalty: 5760.432617
	Iteration 125Q: 3 clusters Score -1.741953e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -17419590.000000 Penalty: 5760.432617
	Iteration 126Q: 3 clusters Score -1.741959e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -17419618.000000 Penalty: 5760.432617
	Iteration 127Q: 3 clusters Score -1.741962e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104284 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -17419674.000000 Penalty: 5760.432617
	Iteration 128Q: 3 clusters Score -1.741967e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -17419748.000000 Penalty: 5760.432617
	Iteration 129Q: 3 clusters Score -1.741975e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104805 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -17419780.000000 Penalty: 5760.432617
	Iteration 130Q: 3 clusters Score -1.741978e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -17419760.000000 Penalty: 5760.432617
	Iteration 131Q: 3 clusters Score -1.741976e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -17419812.000000 Penalty: 5760.432617
	Iteration 132Q: 3 clusters Score -1.741981e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105360 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -17419856.000000 Penalty: 5760.432617
	Iteration 133Q: 3 clusters Score -1.741986e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105504 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -17419888.000000 Penalty: 5760.432617
	Iteration 134Q: 3 clusters Score -1.741989e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -17419896.000000 Penalty: 5760.432617
	Iteration 135Q: 3 clusters Score -1.74199e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -17419888.000000 Penalty: 5760.432617
	Iteration 136Q: 3 clusters Score -1.741989e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -17419910.000000 Penalty: 5760.432617
	Iteration 137Q: 3 clusters Score -1.741991e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106061 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -17419924.000000 Penalty: 5760.432617
	Iteration 138Q: 3 clusters Score -1.741992e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106207 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -17419910.000000 Penalty: 5760.432617
	Iteration 139Q: 3 clusters Score -1.741991e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -17419954.000000 Penalty: 5760.432617
	Iteration 140F: 3 clusters Score -1.741995e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -17419944.000000 Penalty: 5760.432617
	Iteration 141Q: 3 clusters Score -1.741994e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -17419950.000000 Penalty: 5760.432617
	Iteration 142Q: 3 clusters Score -1.741995e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106693 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -17420002.000000 Penalty: 5760.432617
	Iteration 143Q: 3 clusters Score -1.742e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -17420008.000000 Penalty: 5760.432617
	Iteration 144Q: 3 clusters Score -1.742001e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -17420032.000000 Penalty: 5760.432617
	Iteration 145Q: 3 clusters Score -1.742003e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107023 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -17420046.000000 Penalty: 5760.432617
	Iteration 146Q: 3 clusters Score -1.742005e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -17420070.000000 Penalty: 5760.432617
	Iteration 147Q: 3 clusters Score -1.742007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -17420096.000000 Penalty: 5760.432617
	Iteration 148Q: 3 clusters Score -1.74201e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -17420126.000000 Penalty: 5760.432617
	Iteration 149Q: 3 clusters Score -1.742013e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -17420134.000000 Penalty: 5760.432617
	Iteration 150Q: 3 clusters Score -1.742013e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107452 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -17420126.000000 Penalty: 5760.432617
	Iteration 151Q: 3 clusters Score -1.742013e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -17420150.000000 Penalty: 5760.432617
	Iteration 152Q: 3 clusters Score -1.742015e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -17420158.000000 Penalty: 5760.432617
	Iteration 153Q: 3 clusters Score -1.742016e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107654 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -17420192.000000 Penalty: 5760.432617
	Iteration 154Q: 3 clusters Score -1.742019e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -17420208.000000 Penalty: 5760.432617
	Iteration 155Q: 3 clusters Score -1.742021e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107752 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -17420232.000000 Penalty: 5760.432617
	Iteration 156Q: 3 clusters Score -1.742023e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107795 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -17420264.000000 Penalty: 5760.432617
	Iteration 157Q: 3 clusters Score -1.742026e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107833 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -17420286.000000 Penalty: 5760.432617
	Iteration 158Q: 3 clusters Score -1.742029e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107860 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -17420292.000000 Penalty: 5760.432617
	Iteration 159Q: 3 clusters Score -1.742029e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -17420290.000000 Penalty: 5760.432617
	Iteration 160F: 3 clusters Score -1.742029e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107932 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -17420308.000000 Penalty: 5760.432617
	Iteration 161Q: 3 clusters Score -1.742031e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -17420320.000000 Penalty: 5760.432617
	Iteration 162Q: 3 clusters Score -1.742032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108000 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -17420320.000000 Penalty: 5760.432617
	Iteration 163Q: 3 clusters Score -1.742032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108027 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -17420316.000000 Penalty: 5760.432617
	Iteration 164Q: 3 clusters Score -1.742032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -17420330.000000 Penalty: 5760.432617
	Iteration 165Q: 3 clusters Score -1.742033e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108087 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -17420350.000000 Penalty: 5760.432617
	Iteration 166Q: 3 clusters Score -1.742035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108126 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -17420342.000000 Penalty: 5760.432617
	Iteration 167Q: 3 clusters Score -1.742034e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -17420346.000000 Penalty: 5760.432617
	Iteration 168Q: 3 clusters Score -1.742035e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -17420350.000000 Penalty: 5760.432617
	Iteration 169Q: 3 clusters Score -1.742035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -17420346.000000 Penalty: 5760.432617
	Iteration 170Q: 3 clusters Score -1.742035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108251 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -17420376.000000 Penalty: 5760.432617
	Iteration 171Q: 3 clusters Score -1.742038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -17420372.000000 Penalty: 5760.432617
	Iteration 172Q: 3 clusters Score -1.742037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -17420388.000000 Penalty: 5760.432617
	Iteration 173Q: 3 clusters Score -1.742039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -17420390.000000 Penalty: 5760.432617
	Iteration 174Q: 3 clusters Score -1.742039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108336 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -17420404.000000 Penalty: 5760.432617
	Iteration 175Q: 3 clusters Score -1.74204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -17420394.000000 Penalty: 5760.432617
	Iteration 176Q: 3 clusters Score -1.742039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108361 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -17420398.000000 Penalty: 5760.432617
	Iteration 177Q: 3 clusters Score -1.74204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -17420404.000000 Penalty: 5760.432617
	Iteration 178Q: 3 clusters Score -1.74204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108380 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -17420404.000000 Penalty: 5760.432617
	Iteration 179Q: 3 clusters Score -1.74204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -17420404.000000 Penalty: 5760.432617
	Iteration 180F: 3 clusters Score -1.74204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108383 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -17420404.000000 Penalty: 5760.432617
	Iteration 181Q: 3 clusters Score -1.74204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -17420404.000000 Penalty: 5760.432617
	Iteration 182Q: 3 clusters Score -1.74204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -17420406.000000 Penalty: 5760.432617
	Iteration 183Q: 3 clusters Score -1.742041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -17420406.000000 Penalty: 5760.432617
	Iteration 184F: 3 clusters Score -1.742041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -697238.125000 Penalty: 2101.312012
	Iteration 0F: 2 clusters Score -697238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -692890.312500 Penalty: 4202.624023
	Iteration 0F: 3 clusters Score -692890.3 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -694016.875000 Penalty: 4202.624023
	Iteration 1F: 3 clusters Score -694016.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -694265.062500 Penalty: 4202.624023
	Iteration 2F: 3 clusters Score -694265.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -694435.250000 Penalty: 4202.624023
	Iteration 3F: 3 clusters Score -694435.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -694579.000000 Penalty: 4202.624023
	Iteration 4Q: 3 clusters Score -694579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -694699.062500 Penalty: 4202.624023
	Iteration 5Q: 3 clusters Score -694699.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -694820.437500 Penalty: 4202.624023
	Iteration 6Q: 3 clusters Score -694820.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -694923.687500 Penalty: 4202.624023
	Iteration 7Q: 3 clusters Score -694923.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -694995.937500 Penalty: 4202.624023
	Iteration 8Q: 3 clusters Score -694995.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -695057.937500 Penalty: 4202.624023
	Iteration 9Q: 3 clusters Score -695057.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -695127.750000 Penalty: 4202.624023
	Iteration 10Q: 3 clusters Score -695127.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -695193.625000 Penalty: 4202.624023
	Iteration 11Q: 3 clusters Score -695193.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -695252.062500 Penalty: 4202.624023
	Iteration 12Q: 3 clusters Score -695252.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -695306.937500 Penalty: 4202.624023
	Iteration 13Q: 3 clusters Score -695306.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -695351.187500 Penalty: 4202.624023
	Iteration 14Q: 3 clusters Score -695351.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -695382.187500 Penalty: 4202.624023
	Iteration 15Q: 3 clusters Score -695382.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -695407.937500 Penalty: 4202.624023
	Iteration 16Q: 3 clusters Score -695407.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -695428.562500 Penalty: 4202.624023
	Iteration 17Q: 3 clusters Score -695428.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -695454.875000 Penalty: 4202.624023
	Iteration 18Q: 3 clusters Score -695454.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -695480.187500 Penalty: 4202.624023
	Iteration 19Q: 3 clusters Score -695480.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -695507.750000 Penalty: 4202.624023
	Iteration 20F: 3 clusters Score -695507.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -695539.687500 Penalty: 4202.624023
	Iteration 21Q: 3 clusters Score -695539.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -695566.437500 Penalty: 4202.624023
	Iteration 22Q: 3 clusters Score -695566.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -695593.812500 Penalty: 4202.624023
	Iteration 23Q: 3 clusters Score -695593.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -695618.437500 Penalty: 4202.624023
	Iteration 24Q: 3 clusters Score -695618.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -695648.437500 Penalty: 4202.624023
	Iteration 25Q: 3 clusters Score -695648.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -695676.500000 Penalty: 4202.624023
	Iteration 26Q: 3 clusters Score -695676.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -695713.187500 Penalty: 4202.624023
	Iteration 27Q: 3 clusters Score -695713.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -695747.437500 Penalty: 4202.624023
	Iteration 28Q: 3 clusters Score -695747.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -695797.250000 Penalty: 4202.624023
	Iteration 29Q: 3 clusters Score -695797.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -695865.750000 Penalty: 4202.624023
	Iteration 30Q: 3 clusters Score -695865.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -695931.625000 Penalty: 4202.624023
	Iteration 31Q: 3 clusters Score -695931.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -695989.625000 Penalty: 4202.624023
	Iteration 32Q: 3 clusters Score -695989.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -696044.562500 Penalty: 4202.624023
	Iteration 33Q: 3 clusters Score -696044.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -696096.250000 Penalty: 4202.624023
	Iteration 34Q: 3 clusters Score -696096.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -696159.500000 Penalty: 4202.624023
	Iteration 35Q: 3 clusters Score -696159.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -696239.812500 Penalty: 4202.624023
	Iteration 36Q: 3 clusters Score -696239.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -696313.875000 Penalty: 4202.624023
	Iteration 37Q: 3 clusters Score -696313.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -696386.687500 Penalty: 4202.624023
	Iteration 38Q: 3 clusters Score -696386.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -696462.750000 Penalty: 4202.624023
	Iteration 39Q: 3 clusters Score -696462.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -696511.500000 Penalty: 4202.624023
	Iteration 40F: 3 clusters Score -696511.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -696551.312500 Penalty: 4202.624023
	Iteration 41Q: 3 clusters Score -696551.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -696574.250000 Penalty: 4202.624023
	Iteration 42Q: 3 clusters Score -696574.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -696590.812500 Penalty: 4202.624023
	Iteration 43Q: 3 clusters Score -696590.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -696600.250000 Penalty: 4202.624023
	Iteration 44Q: 3 clusters Score -696600.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -696607.937500 Penalty: 4202.624023
	Iteration 45Q: 3 clusters Score -696607.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -696613.125000 Penalty: 4202.624023
	Iteration 46Q: 3 clusters Score -696613.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -696615.750000 Penalty: 4202.624023
	Iteration 47Q: 3 clusters Score -696615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -696618.750000 Penalty: 4202.624023
	Iteration 48Q: 3 clusters Score -696618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -696621.375000 Penalty: 4202.624023
	Iteration 49Q: 3 clusters Score -696621.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -696628.375000 Penalty: 4202.624023
	Iteration 50Q: 3 clusters Score -696628.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -696629.812500 Penalty: 4202.624023
	Iteration 51Q: 3 clusters Score -696629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -696632.187500 Penalty: 4202.624023
	Iteration 52Q: 3 clusters Score -696632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -696632.687500 Penalty: 4202.624023
	Iteration 53Q: 3 clusters Score -696632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -696634.125000 Penalty: 4202.624023
	Iteration 54Q: 3 clusters Score -696634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -696634.312500 Penalty: 4202.624023
	Iteration 55Q: 3 clusters Score -696634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -696634.937500 Penalty: 4202.624023
	Iteration 56Q: 3 clusters Score -696634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -696636.125000 Penalty: 4202.624023
	Iteration 57Q: 3 clusters Score -696636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -696635.875000 Penalty: 4202.624023
	Iteration 58Q: 3 clusters Score -696635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -696636.875000 Penalty: 4202.624023
	Iteration 59Q: 3 clusters Score -696636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -696636.312500 Penalty: 4202.624023
	Iteration 60F: 3 clusters Score -696636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -696637.750000 Penalty: 4202.624023
	Iteration 61Q: 3 clusters Score -696637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -696639.000000 Penalty: 4202.624023
	Iteration 62Q: 3 clusters Score -696639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -696639.000000 Penalty: 4202.624023
	Iteration 63F: 3 clusters Score -696639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -566201.062500 Penalty: 2034.079834
	Iteration 0F: 2 clusters Score -566201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -562510.687500 Penalty: 4068.159668
	Iteration 0F: 3 clusters Score -562510.7 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -563278.562500 Penalty: 4068.159668
	Iteration 1F: 3 clusters Score -563278.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -563486.687500 Penalty: 4068.159668
	Iteration 2F: 3 clusters Score -563486.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -563611.062500 Penalty: 4068.159668
	Iteration 3F: 3 clusters Score -563611.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -563710.562500 Penalty: 4068.159668
	Iteration 4Q: 3 clusters Score -563710.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -563797.250000 Penalty: 4068.159668
	Iteration 5Q: 3 clusters Score -563797.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -563870.125000 Penalty: 4068.159668
	Iteration 6Q: 3 clusters Score -563870.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -563932.062500 Penalty: 4068.159668
	Iteration 7Q: 3 clusters Score -563932.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -563986.187500 Penalty: 4068.159668
	Iteration 8Q: 3 clusters Score -563986.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -564034.125000 Penalty: 4068.159668
	Iteration 9Q: 3 clusters Score -564034.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -564069.875000 Penalty: 4068.159668
	Iteration 10Q: 3 clusters Score -564069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -564100.000000 Penalty: 4068.159668
	Iteration 11Q: 3 clusters Score -564100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -564117.000000 Penalty: 4068.159668
	Iteration 12Q: 3 clusters Score -564117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -564131.875000 Penalty: 4068.159668
	Iteration 13Q: 3 clusters Score -564131.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -564141.125000 Penalty: 4068.159668
	Iteration 14Q: 3 clusters Score -564141.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -564151.375000 Penalty: 4068.159668
	Iteration 15Q: 3 clusters Score -564151.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -564157.500000 Penalty: 4068.159668
	Iteration 16Q: 3 clusters Score -564157.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -564168.062500 Penalty: 4068.159668
	Iteration 17Q: 3 clusters Score -564168.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -564173.687500 Penalty: 4068.159668
	Iteration 18Q: 3 clusters Score -564173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -564179.812500 Penalty: 4068.159668
	Iteration 19Q: 3 clusters Score -564179.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -564186.375000 Penalty: 4068.159668
	Iteration 20F: 3 clusters Score -564186.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -564194.062500 Penalty: 4068.159668
	Iteration 21Q: 3 clusters Score -564194.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -564201.375000 Penalty: 4068.159668
	Iteration 22Q: 3 clusters Score -564201.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -564208.437500 Penalty: 4068.159668
	Iteration 23Q: 3 clusters Score -564208.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -564215.937500 Penalty: 4068.159668
	Iteration 24Q: 3 clusters Score -564215.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -564222.812500 Penalty: 4068.159668
	Iteration 25Q: 3 clusters Score -564222.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -564231.187500 Penalty: 4068.159668
	Iteration 26Q: 3 clusters Score -564231.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -564235.000000 Penalty: 4068.159668
	Iteration 27Q: 3 clusters Score -564235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -564237.250000 Penalty: 4068.159668
	Iteration 28Q: 3 clusters Score -564237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -564239.937500 Penalty: 4068.159668
	Iteration 29Q: 3 clusters Score -564239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -564240.687500 Penalty: 4068.159668
	Iteration 30Q: 3 clusters Score -564240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -564242.437500 Penalty: 4068.159668
	Iteration 31Q: 3 clusters Score -564242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -564243.250000 Penalty: 4068.159668
	Iteration 32Q: 3 clusters Score -564243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -564242.937500 Penalty: 4068.159668
	Iteration 33Q: 3 clusters Score -564242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -564244.687500 Penalty: 4068.159668
	Iteration 34Q: 3 clusters Score -564244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -564246.375000 Penalty: 4068.159668
	Iteration 35Q: 3 clusters Score -564246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -564247.687500 Penalty: 4068.159668
	Iteration 36Q: 3 clusters Score -564247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -564247.687500 Penalty: 4068.159668
	Iteration 37Q: 3 clusters Score -564247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -564250.625000 Penalty: 4068.159668
	Iteration 38Q: 3 clusters Score -564250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -564251.437500 Penalty: 4068.159668
	Iteration 39Q: 3 clusters Score -564251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -564251.375000 Penalty: 4068.159668
	Iteration 40F: 3 clusters Score -564251.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Entering Unmasked Estep 
Score: -1348786.125000 Penalty: 2257.234619
	Iteration 0F: 2 clusters Score -1348786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1341851.750000 Penalty: 4514.469238
	Iteration 0F: 3 clusters Score -1341852 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1343805.750000 Penalty: 4514.469238
	Iteration 1F: 3 clusters Score -1343806 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1344095.750000 Penalty: 4514.469238
	Iteration 2F: 3 clusters Score -1344096 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1344274.125000 Penalty: 4514.469238
	Iteration 3Q: 3 clusters Score -1344274 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1344411.250000 Penalty: 4514.469238
	Iteration 4Q: 3 clusters Score -1344411 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1344527.000000 Penalty: 4514.469238
	Iteration 5Q: 3 clusters Score -1344527 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1344628.500000 Penalty: 4514.469238
	Iteration 6Q: 3 clusters Score -1344628 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1344730.500000 Penalty: 4514.469238
	Iteration 7Q: 3 clusters Score -1344730 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1344822.250000 Penalty: 4514.469238
	Iteration 8Q: 3 clusters Score -1344822 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1344927.500000 Penalty: 4514.469238
	Iteration 9Q: 3 clusters Score -1344928 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1345037.500000 Penalty: 4514.469238
	Iteration 10Q: 3 clusters Score -1345038 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1345145.750000 Penalty: 4514.469238
	Iteration 11Q: 3 clusters Score -1345146 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1345230.625000 Penalty: 4514.469238
	Iteration 12Q: 3 clusters Score -1345231 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1345318.500000 Penalty: 4514.469238
	Iteration 13Q: 3 clusters Score -1345318 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1345423.125000 Penalty: 4514.469238
	Iteration 14Q: 3 clusters Score -1345423 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1345514.875000 Penalty: 4514.469238
	Iteration 15Q: 3 clusters Score -1345515 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1345606.875000 Penalty: 4514.469238
	Iteration 16Q: 3 clusters Score -1345607 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1345718.875000 Penalty: 4514.469238
	Iteration 17Q: 3 clusters Score -1345719 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1345809.875000 Penalty: 4514.469238
	Iteration 18Q: 3 clusters Score -1345810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1345898.625000 Penalty: 4514.469238
	Iteration 19Q: 3 clusters Score -1345899 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1345974.625000 Penalty: 4514.469238
	Iteration 20F: 3 clusters Score -1345975 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1346053.500000 Penalty: 4514.469238
	Iteration 21Q: 3 clusters Score -1346054 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1346150.500000 Penalty: 4514.469238
	Iteration 22Q: 3 clusters Score -1346150 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1346246.875000 Penalty: 4514.469238
	Iteration 23Q: 3 clusters Score -1346247 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1346339.375000 Penalty: 4514.469238
	Iteration 24Q: 3 clusters Score -1346339 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1346419.500000 Penalty: 4514.469238
	Iteration 25Q: 3 clusters Score -1346420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1346490.875000 Penalty: 4514.469238
	Iteration 26Q: 3 clusters Score -1346491 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1346560.250000 Penalty: 4514.469238
	Iteration 27Q: 3 clusters Score -1346560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1346619.125000 Penalty: 4514.469238
	Iteration 28Q: 3 clusters Score -1346619 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1346709.750000 Penalty: 4514.469238
	Iteration 29Q: 3 clusters Score -1346710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1346783.625000 Penalty: 4514.469238
	Iteration 30Q: 3 clusters Score -1346784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1346832.625000 Penalty: 4514.469238
	Iteration 31Q: 3 clusters Score -1346833 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1346872.125000 Penalty: 4514.469238
	Iteration 32Q: 3 clusters Score -1346872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1346898.250000 Penalty: 4514.469238
	Iteration 33Q: 3 clusters Score -1346898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1346908.875000 Penalty: 4514.469238
	Iteration 34Q: 3 clusters Score -1346909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1346914.500000 Penalty: 4514.469238
	Iteration 35Q: 3 clusters Score -1346914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1346917.625000 Penalty: 4514.469238
	Iteration 36Q: 3 clusters Score -1346918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1346922.875000 Penalty: 4514.469238
	Iteration 37Q: 3 clusters Score -1346923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1346924.125000 Penalty: 4514.469238
	Iteration 38Q: 3 clusters Score -1346924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1346927.125000 Penalty: 4514.469238
	Iteration 39Q: 3 clusters Score -1346927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1346928.625000 Penalty: 4514.469238
	Iteration 40F: 3 clusters Score -1346929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1346931.375000 Penalty: 4514.469238
	Iteration 41Q: 3 clusters Score -1346931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1346932.375000 Penalty: 4514.469238
	Iteration 42Q: 3 clusters Score -1346932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1346933.625000 Penalty: 4514.469238
	Iteration 43Q: 3 clusters Score -1346934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1346933.875000 Penalty: 4514.469238
	Iteration 44Q: 3 clusters Score -1346934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1346933.875000 Penalty: 4514.469238
	Iteration 45F: 3 clusters Score -1346934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Entering Unmasked Estep 
Score: -1583164.625000 Penalty: 2282.746826
	Iteration 0F: 2 clusters Score -1583165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1575520.750000 Penalty: 4565.493652
	Iteration 0F: 3 clusters Score -1575521 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1577715.625000 Penalty: 4565.493652
	Iteration 1F: 3 clusters Score -1577716 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1577957.750000 Penalty: 4565.493652
	Iteration 2F: 3 clusters Score -1577958 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1578165.500000 Penalty: 4565.493652
	Iteration 3Q: 3 clusters Score -1578166 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1578359.875000 Penalty: 4565.493652
	Iteration 4Q: 3 clusters Score -1578360 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1578566.625000 Penalty: 4565.493652
	Iteration 5Q: 3 clusters Score -1578567 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1578796.125000 Penalty: 4565.493652
	Iteration 6Q: 3 clusters Score -1578796 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1579085.875000 Penalty: 4565.493652
	Iteration 7Q: 3 clusters Score -1579086 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1579440.375000 Penalty: 4565.493652
	Iteration 8Q: 3 clusters Score -1579440 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1579867.750000 Penalty: 4565.493652
	Iteration 9F: 3 clusters Score -1579868 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1580273.625000 Penalty: 4565.493652
	Iteration 10F: 3 clusters Score -1580274 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1580628.625000 Penalty: 4565.493652
	Iteration 11F: 3 clusters Score -1580629 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1580940.750000 Penalty: 4565.493652
	Iteration 12Q: 3 clusters Score -1580941 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1581196.750000 Penalty: 4565.493652
	Iteration 13Q: 3 clusters Score -1581197 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1581385.875000 Penalty: 4565.493652
	Iteration 14Q: 3 clusters Score -1581386 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1581519.875000 Penalty: 4565.493652
	Iteration 15Q: 3 clusters Score -1581520 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1581619.750000 Penalty: 4565.493652
	Iteration 16Q: 3 clusters Score -1581620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1581683.625000 Penalty: 4565.493652
	Iteration 17Q: 3 clusters Score -1581684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1581735.875000 Penalty: 4565.493652
	Iteration 18Q: 3 clusters Score -1581736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1581774.625000 Penalty: 4565.493652
	Iteration 19Q: 3 clusters Score -1581775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1581807.750000 Penalty: 4565.493652
	Iteration 20F: 3 clusters Score -1581808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1581823.000000 Penalty: 4565.493652
	Iteration 21Q: 3 clusters Score -1581823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1581843.125000 Penalty: 4565.493652
	Iteration 22Q: 3 clusters Score -1581843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1581859.125000 Penalty: 4565.493652
	Iteration 23Q: 3 clusters Score -1581859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1581869.125000 Penalty: 4565.493652
	Iteration 24Q: 3 clusters Score -1581869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1581877.875000 Penalty: 4565.493652
	Iteration 25Q: 3 clusters Score -1581878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1581883.125000 Penalty: 4565.493652
	Iteration 26Q: 3 clusters Score -1581883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1581884.375000 Penalty: 4565.493652
	Iteration 27Q: 3 clusters Score -1581884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1581894.250000 Penalty: 4565.493652
	Iteration 28Q: 3 clusters Score -1581894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1581899.625000 Penalty: 4565.493652
	Iteration 29Q: 3 clusters Score -1581900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1581899.875000 Penalty: 4565.493652
	Iteration 30Q: 3 clusters Score -1581900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1581903.375000 Penalty: 4565.493652
	Iteration 31Q: 3 clusters Score -1581903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1581909.125000 Penalty: 4565.493652
	Iteration 32Q: 3 clusters Score -1581909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1581911.250000 Penalty: 4565.493652
	Iteration 33Q: 3 clusters Score -1581911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1581912.125000 Penalty: 4565.493652
	Iteration 34Q: 3 clusters Score -1581912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1581912.375000 Penalty: 4565.493652
	Iteration 35Q: 3 clusters Score -1581912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1581914.750000 Penalty: 4565.493652
	Iteration 36Q: 3 clusters Score -1581915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1581914.625000 Penalty: 4565.493652
	Iteration 37Q: 3 clusters Score -1581915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1581913.875000 Penalty: 4565.493652
	Iteration 38Q: 3 clusters Score -1581914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1581918.500000 Penalty: 4565.493652
	Iteration 39Q: 3 clusters Score -1581918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1581923.000000 Penalty: 4565.493652
	Iteration 40F: 3 clusters Score -1581923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1581925.625000 Penalty: 4565.493652
	Iteration 41Q: 3 clusters Score -1581926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1581926.000000 Penalty: 4565.493652
	Iteration 42Q: 3 clusters Score -1581926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1581927.125000 Penalty: 4565.493652
	Iteration 43Q: 3 clusters Score -1581927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1581927.250000 Penalty: 4565.493652
	Iteration 44Q: 3 clusters Score -1581927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1581929.875000 Penalty: 4565.493652
	Iteration 45Q: 3 clusters Score -1581930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1581927.000000 Penalty: 4565.493652
	Iteration 46Q: 3 clusters Score -1581927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1581932.125000 Penalty: 4565.493652
	Iteration 47Q: 3 clusters Score -1581932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1581930.625000 Penalty: 4565.493652
	Iteration 48Q: 3 clusters Score -1581931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1581930.625000 Penalty: 4565.493652
	Iteration 49F: 3 clusters Score -1581931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Entering Unmasked Estep 
Score: -4260872.500000 Penalty: 2529.376953
	Iteration 0F: 2 clusters Score -4260872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -4242257.000000 Penalty: 5058.753906
	Iteration 0F: 3 clusters Score -4242257 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4249040.000000 Penalty: 5058.753906
	Iteration 1F: 3 clusters Score -4249040 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4249623.000000 Penalty: 5058.753906
	Iteration 2F: 3 clusters Score -4249623 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4250280.000000 Penalty: 5058.753906
	Iteration 3F: 3 clusters Score -4250280 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4251022.000000 Penalty: 5058.753906
	Iteration 4F: 3 clusters Score -4251022 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4251872.500000 Penalty: 5058.753906
	Iteration 5F: 3 clusters Score -4251872 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4252838.000000 Penalty: 5058.753906
	Iteration 6F: 3 clusters Score -4252838 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4253991.000000 Penalty: 5058.753906
	Iteration 7F: 3 clusters Score -4253991 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4255320.000000 Penalty: 5058.753906
	Iteration 8F: 3 clusters Score -4255320 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4256559.500000 Penalty: 5058.753906
	Iteration 9Q: 3 clusters Score -4256560 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4257295.500000 Penalty: 5058.753906
	Iteration 10Q: 3 clusters Score -4257296 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4257746.000000 Penalty: 5058.753906
	Iteration 11Q: 3 clusters Score -4257746 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -4258047.500000 Penalty: 5058.753906
	Iteration 12Q: 3 clusters Score -4258048 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -4258290.000000 Penalty: 5058.753906
	Iteration 13Q: 3 clusters Score -4258290 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4258474.000000 Penalty: 5058.753906
	Iteration 14Q: 3 clusters Score -4258474 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4258563.500000 Penalty: 5058.753906
	Iteration 15Q: 3 clusters Score -4258564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -4258643.000000 Penalty: 5058.753906
	Iteration 16Q: 3 clusters Score -4258643 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4258710.000000 Penalty: 5058.753906
	Iteration 17Q: 3 clusters Score -4258710 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4258770.500000 Penalty: 5058.753906
	Iteration 18Q: 3 clusters Score -4258770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -4258799.000000 Penalty: 5058.753906
	Iteration 19Q: 3 clusters Score -4258799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -4258826.000000 Penalty: 5058.753906
	Iteration 20F: 3 clusters Score -4258826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4258845.500000 Penalty: 5058.753906
	Iteration 21Q: 3 clusters Score -4258846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4258869.000000 Penalty: 5058.753906
	Iteration 22Q: 3 clusters Score -4258869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -4258890.000000 Penalty: 5058.753906
	Iteration 23Q: 3 clusters Score -4258890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -4258916.500000 Penalty: 5058.753906
	Iteration 24Q: 3 clusters Score -4258916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4258928.500000 Penalty: 5058.753906
	Iteration 25Q: 3 clusters Score -4258928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4258956.000000 Penalty: 5058.753906
	Iteration 26Q: 3 clusters Score -4258956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4258969.000000 Penalty: 5058.753906
	Iteration 27Q: 3 clusters Score -4258969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -4258984.500000 Penalty: 5058.753906
	Iteration 28Q: 3 clusters Score -4258984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4258992.500000 Penalty: 5058.753906
	Iteration 29Q: 3 clusters Score -4258992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4259012.000000 Penalty: 5058.753906
	Iteration 30Q: 3 clusters Score -4259012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -4259020.500000 Penalty: 5058.753906
	Iteration 31Q: 3 clusters Score -4259020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4259037.500000 Penalty: 5058.753906
	Iteration 32Q: 3 clusters Score -4259038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4259048.500000 Penalty: 5058.753906
	Iteration 33Q: 3 clusters Score -4259048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -4259052.500000 Penalty: 5058.753906
	Iteration 34Q: 3 clusters Score -4259052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -4259064.000000 Penalty: 5058.753906
	Iteration 35Q: 3 clusters Score -4259064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -4259076.000000 Penalty: 5058.753906
	Iteration 36Q: 3 clusters Score -4259076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -4259084.000000 Penalty: 5058.753906
	Iteration 37Q: 3 clusters Score -4259084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -4259095.000000 Penalty: 5058.753906
	Iteration 38Q: 3 clusters Score -4259095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4259097.500000 Penalty: 5058.753906
	Iteration 39Q: 3 clusters Score -4259098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4259104.000000 Penalty: 5058.753906
	Iteration 40F: 3 clusters Score -4259104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -4259113.000000 Penalty: 5058.753906
	Iteration 41Q: 3 clusters Score -4259113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -4259116.000000 Penalty: 5058.753906
	Iteration 42Q: 3 clusters Score -4259116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4259117.500000 Penalty: 5058.753906
	Iteration 43Q: 3 clusters Score -4259118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -4259118.000000 Penalty: 5058.753906
	Iteration 44Q: 3 clusters Score -4259118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4259115.000000 Penalty: 5058.753906
	Iteration 45Q: 3 clusters Score -4259115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4259117.500000 Penalty: 5058.753906
	Iteration 46Q: 3 clusters Score -4259118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -4259116.000000 Penalty: 5058.753906
	Iteration 47Q: 3 clusters Score -4259116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4259117.500000 Penalty: 5058.753906
	Iteration 48Q: 3 clusters Score -4259118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -4259115.500000 Penalty: 5058.753906
	Iteration 49Q: 3 clusters Score -4259116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4259120.000000 Penalty: 5058.753906
	Iteration 50Q: 3 clusters Score -4259120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -4259120.000000 Penalty: 5058.753906
	Iteration 51Q: 3 clusters Score -4259120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -4259120.000000 Penalty: 5058.753906
	Iteration 52F: 3 clusters Score -4259120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Entering Unmasked Estep 
Score: -1464755.000000 Penalty: 2268.977539
	Iteration 0F: 2 clusters Score -1464755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1457383.750000 Penalty: 4537.955078
	Iteration 0F: 3 clusters Score -1457384 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1459449.625000 Penalty: 4537.955078
	Iteration 1F: 3 clusters Score -1459450 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1459711.625000 Penalty: 4537.955078
	Iteration 2F: 3 clusters Score -1459712 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1459888.875000 Penalty: 4537.955078
	Iteration 3Q: 3 clusters Score -1459889 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1460027.875000 Penalty: 4537.955078
	Iteration 4Q: 3 clusters Score -1460028 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1460164.375000 Penalty: 4537.955078
	Iteration 5Q: 3 clusters Score -1460164 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1460290.125000 Penalty: 4537.955078
	Iteration 6Q: 3 clusters Score -1460290 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1460430.125000 Penalty: 4537.955078
	Iteration 7Q: 3 clusters Score -1460430 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1460581.125000 Penalty: 4537.955078
	Iteration 8Q: 3 clusters Score -1460581 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1460763.750000 Penalty: 4537.955078
	Iteration 9Q: 3 clusters Score -1460764 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1460951.875000 Penalty: 4537.955078
	Iteration 10Q: 3 clusters Score -1460952 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1461182.625000 Penalty: 4537.955078
	Iteration 11Q: 3 clusters Score -1461183 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1461413.125000 Penalty: 4537.955078
	Iteration 12Q: 3 clusters Score -1461413 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1461679.000000 Penalty: 4537.955078
	Iteration 13Q: 3 clusters Score -1461679 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1461907.000000 Penalty: 4537.955078
	Iteration 14Q: 3 clusters Score -1461907 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1462100.625000 Penalty: 4537.955078
	Iteration 15Q: 3 clusters Score -1462101 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1462267.250000 Penalty: 4537.955078
	Iteration 16Q: 3 clusters Score -1462267 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1462387.625000 Penalty: 4537.955078
	Iteration 17Q: 3 clusters Score -1462388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1462488.000000 Penalty: 4537.955078
	Iteration 18Q: 3 clusters Score -1462488 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1462562.500000 Penalty: 4537.955078
	Iteration 19Q: 3 clusters Score -1462562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1462617.625000 Penalty: 4537.955078
	Iteration 20F: 3 clusters Score -1462618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1462653.875000 Penalty: 4537.955078
	Iteration 21Q: 3 clusters Score -1462654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1462681.875000 Penalty: 4537.955078
	Iteration 22Q: 3 clusters Score -1462682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1462710.625000 Penalty: 4537.955078
	Iteration 23Q: 3 clusters Score -1462711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1462718.500000 Penalty: 4537.955078
	Iteration 24Q: 3 clusters Score -1462718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1462731.000000 Penalty: 4537.955078
	Iteration 25Q: 3 clusters Score -1462731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1462739.250000 Penalty: 4537.955078
	Iteration 26Q: 3 clusters Score -1462739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1462739.500000 Penalty: 4537.955078
	Iteration 27Q: 3 clusters Score -1462740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1462739.500000 Penalty: 4537.955078
	Iteration 28F: 3 clusters Score -1462740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124685 members 
Entering Unmasked Estep 
Score: -19604390.000000 Penalty: 2909.919434
	Iteration 0F: 2 clusters Score -1.960439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -19524990.000000 Penalty: 5819.838867
	Iteration 0F: 3 clusters Score -1.952499e+07 nChanged 59036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -19558840.000000 Penalty: 5819.838867
	Iteration 1F: 3 clusters Score -1.955884e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -19560020.000000 Penalty: 5819.838867
	Iteration 2Q: 3 clusters Score -1.956002e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -19561690.000000 Penalty: 5819.838867
	Iteration 3Q: 3 clusters Score -1.956169e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -19564976.000000 Penalty: 5819.838867
	Iteration 4F: 3 clusters Score -1.956498e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -19570754.000000 Penalty: 5819.838867
	Iteration 5F: 3 clusters Score -1.957075e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -19579600.000000 Penalty: 5819.838867
	Iteration 6F: 3 clusters Score -1.95796e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 105421 members 
Entering Unmasked Estep 
Score: -19589432.000000 Penalty: 5819.838867
	Iteration 7F: 3 clusters Score -1.958943e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -19596666.000000 Penalty: 5819.838867
	Iteration 8F: 3 clusters Score -1.959667e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
Score: -19600196.000000 Penalty: 5819.838867
	Iteration 9Q: 3 clusters Score -1.96002e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 122495 members 
Entering Unmasked Estep 
Score: -19601342.000000 Penalty: 5819.838867
	Iteration 10Q: 3 clusters Score -1.960134e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 123610 members 
Entering Unmasked Estep 
Score: -19601728.000000 Penalty: 5819.838867
	Iteration 11Q: 3 clusters Score -1.960173e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 124059 members 
Entering Unmasked Estep 
Score: -19601820.000000 Penalty: 5819.838867
	Iteration 12Q: 3 clusters Score -1.960182e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -19601902.000000 Penalty: 5819.838867
	Iteration 13Q: 3 clusters Score -1.96019e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 124277 members 
Entering Unmasked Estep 
Score: -19601938.000000 Penalty: 5819.838867
	Iteration 14Q: 3 clusters Score -1.960194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -19601962.000000 Penalty: 5819.838867
	Iteration 15Q: 3 clusters Score -1.960196e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 124334 members 
Entering Unmasked Estep 
Score: -19601998.000000 Penalty: 5819.838867
	Iteration 16Q: 3 clusters Score -1.9602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -19602010.000000 Penalty: 5819.838867
	Iteration 17Q: 3 clusters Score -1.960201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 124353 members 
Entering Unmasked Estep 
Score: -19602010.000000 Penalty: 5819.838867
	Iteration 18Q: 3 clusters Score -1.960201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -19602012.000000 Penalty: 5819.838867
	Iteration 19Q: 3 clusters Score -1.960201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 124362 members 
Entering Unmasked Estep 
Score: -19602012.000000 Penalty: 5819.838867
	Iteration 20F: 3 clusters Score -1.960201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -257741.828125 Penalty: 1847.042236
	Iteration 0F: 2 clusters Score -257741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -255333.375000 Penalty: 3694.084473
	Iteration 0F: 3 clusters Score -255333.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -255749.828125 Penalty: 3694.084473
	Iteration 1F: 3 clusters Score -255749.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -255864.734375 Penalty: 3694.084473
	Iteration 2F: 3 clusters Score -255864.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -255924.046875 Penalty: 3694.084473
	Iteration 3Q: 3 clusters Score -255924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255962.593750 Penalty: 3694.084473
	Iteration 4Q: 3 clusters Score -255962.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -255995.062500 Penalty: 3694.084473
	Iteration 5Q: 3 clusters Score -255995.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -256025.343750 Penalty: 3694.084473
	Iteration 6Q: 3 clusters Score -256025.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -256042.828125 Penalty: 3694.084473
	Iteration 7Q: 3 clusters Score -256042.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -256060.812500 Penalty: 3694.084473
	Iteration 8Q: 3 clusters Score -256060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -256068.031250 Penalty: 3694.084473
	Iteration 9Q: 3 clusters Score -256068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -256072.718750 Penalty: 3694.084473
	Iteration 10Q: 3 clusters Score -256072.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -256075.750000 Penalty: 3694.084473
	Iteration 11Q: 3 clusters Score -256075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -256077.156250 Penalty: 3694.084473
	Iteration 12Q: 3 clusters Score -256077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -256077.156250 Penalty: 3694.084473
	Iteration 13F: 3 clusters Score -256077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -61401.140625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -61401.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59984.003906 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -59984 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60190.902344 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -60190.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60245.214844 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -60245.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60275.769531 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -60275.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60298.062500 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -60298.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60304.003906 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -60304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60316.515625 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -60316.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60325.027344 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -60325.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60333.457031 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -60333.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60350.589844 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -60350.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60363.683594 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -60363.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60378.046875 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -60378.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60386.332031 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -60386.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60405.136719 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -60405.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60413.445312 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -60413.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60421.761719 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -60421.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60421.761719 Penalty: 3020.166260
	Iteration 16F: 3 clusters Score -60421.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Entering Unmasked Estep 
Score: -2005440.250000 Penalty: 2350.429688
	Iteration 0F: 2 clusters Score -2005440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1995799.750000 Penalty: 4700.859375
	Iteration 0F: 3 clusters Score -1995800 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1998869.250000 Penalty: 4700.859375
	Iteration 1F: 3 clusters Score -1998869 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1999396.375000 Penalty: 4700.859375
	Iteration 2F: 3 clusters Score -1999396 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1999996.125000 Penalty: 4700.859375
	Iteration 3F: 3 clusters Score -1999996 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2000674.750000 Penalty: 4700.859375
	Iteration 4F: 3 clusters Score -2000675 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2001395.125000 Penalty: 4700.859375
	Iteration 5F: 3 clusters Score -2001395 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2002119.750000 Penalty: 4700.859375
	Iteration 6F: 3 clusters Score -2002120 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2002769.750000 Penalty: 4700.859375
	Iteration 7F: 3 clusters Score -2002770 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2003240.125000 Penalty: 4700.859375
	Iteration 8F: 3 clusters Score -2003240 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2003543.875000 Penalty: 4700.859375
	Iteration 9Q: 3 clusters Score -2003544 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2003722.375000 Penalty: 4700.859375
	Iteration 10Q: 3 clusters Score -2003722 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2003863.875000 Penalty: 4700.859375
	Iteration 11Q: 3 clusters Score -2003864 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2003987.125000 Penalty: 4700.859375
	Iteration 12Q: 3 clusters Score -2003987 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2004081.750000 Penalty: 4700.859375
	Iteration 13Q: 3 clusters Score -2004082 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2004146.875000 Penalty: 4700.859375
	Iteration 14Q: 3 clusters Score -2004147 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2004181.000000 Penalty: 4700.859375
	Iteration 15Q: 3 clusters Score -2004181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2004212.500000 Penalty: 4700.859375
	Iteration 16Q: 3 clusters Score -2004212 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2004239.750000 Penalty: 4700.859375
	Iteration 17Q: 3 clusters Score -2004240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2004255.125000 Penalty: 4700.859375
	Iteration 18Q: 3 clusters Score -2004255 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2004270.875000 Penalty: 4700.859375
	Iteration 19Q: 3 clusters Score -2004271 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2004281.750000 Penalty: 4700.859375
	Iteration 20F: 3 clusters Score -2004282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2004301.250000 Penalty: 4700.859375
	Iteration 21Q: 3 clusters Score -2004301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2004314.625000 Penalty: 4700.859375
	Iteration 22Q: 3 clusters Score -2004315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2004326.250000 Penalty: 4700.859375
	Iteration 23Q: 3 clusters Score -2004326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2004336.375000 Penalty: 4700.859375
	Iteration 24Q: 3 clusters Score -2004336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2004340.500000 Penalty: 4700.859375
	Iteration 25Q: 3 clusters Score -2004340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2004351.875000 Penalty: 4700.859375
	Iteration 26Q: 3 clusters Score -2004352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2004348.250000 Penalty: 4700.859375
	Iteration 27Q: 3 clusters Score -2004348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2004345.250000 Penalty: 4700.859375
	Iteration 28Q: 3 clusters Score -2004345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2004343.875000 Penalty: 4700.859375
	Iteration 29Q: 3 clusters Score -2004344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2004345.375000 Penalty: 4700.859375
	Iteration 30Q: 3 clusters Score -2004345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2004349.125000 Penalty: 4700.859375
	Iteration 31Q: 3 clusters Score -2004349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2004350.000000 Penalty: 4700.859375
	Iteration 32Q: 3 clusters Score -2004350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2004350.125000 Penalty: 4700.859375
	Iteration 33Q: 3 clusters Score -2004350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2004349.375000 Penalty: 4700.859375
	Iteration 34Q: 3 clusters Score -2004349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2004349.750000 Penalty: 4700.859375
	Iteration 35Q: 3 clusters Score -2004350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2004349.000000 Penalty: 4700.859375
	Iteration 36Q: 3 clusters Score -2004349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2004349.125000 Penalty: 4700.859375
	Iteration 37Q: 3 clusters Score -2004349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2004349.375000 Penalty: 4700.859375
	Iteration 38Q: 3 clusters Score -2004349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2004349.375000 Penalty: 4700.859375
	Iteration 39F: 3 clusters Score -2004349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -57741.402344 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56334.171875 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -56334.17 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56505.964844 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56505.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56569.152344 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -56569.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56609.500000 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -56609.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56626.085938 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -56626.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56627.554688 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -56627.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56627.554688 Penalty: 3025.758301
	Iteration 6F: 3 clusters Score -56627.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Entering Unmasked Estep 
Score: -4440694.000000 Penalty: 2546.186279
	Iteration 0F: 2 clusters Score -4440694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4420903.500000 Penalty: 5092.372559
	Iteration 0F: 3 clusters Score -4420904 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -4427869.000000 Penalty: 5092.372559
	Iteration 1F: 3 clusters Score -4427869 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -4428326.500000 Penalty: 5092.372559
	Iteration 2Q: 3 clusters Score -4428326 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -4428701.000000 Penalty: 5092.372559
	Iteration 3Q: 3 clusters Score -4428701 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -4429049.000000 Penalty: 5092.372559
	Iteration 4Q: 3 clusters Score -4429049 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -4429318.500000 Penalty: 5092.372559
	Iteration 5Q: 3 clusters Score -4429318 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4429605.000000 Penalty: 5092.372559
	Iteration 6Q: 3 clusters Score -4429605 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4429917.000000 Penalty: 5092.372559
	Iteration 7Q: 3 clusters Score -4429917 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4430248.500000 Penalty: 5092.372559
	Iteration 8Q: 3 clusters Score -4430248 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4430660.000000 Penalty: 5092.372559
	Iteration 9Q: 3 clusters Score -4430660 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4431259.500000 Penalty: 5092.372559
	Iteration 10Q: 3 clusters Score -4431260 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4432172.000000 Penalty: 5092.372559
	Iteration 11F: 3 clusters Score -4432172 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -4433303.500000 Penalty: 5092.372559
	Iteration 12F: 3 clusters Score -4433304 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4434584.500000 Penalty: 5092.372559
	Iteration 13F: 3 clusters Score -4434584 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4435827.000000 Penalty: 5092.372559
	Iteration 14F: 3 clusters Score -4435827 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -4436878.000000 Penalty: 5092.372559
	Iteration 15Q: 3 clusters Score -4436878 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4437616.000000 Penalty: 5092.372559
	Iteration 16Q: 3 clusters Score -4437616 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -4438019.000000 Penalty: 5092.372559
	Iteration 17Q: 3 clusters Score -4438019 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4438232.000000 Penalty: 5092.372559
	Iteration 18Q: 3 clusters Score -4438232 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -4438359.500000 Penalty: 5092.372559
	Iteration 19Q: 3 clusters Score -4438360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4438418.000000 Penalty: 5092.372559
	Iteration 20F: 3 clusters Score -4438418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -4438461.500000 Penalty: 5092.372559
	Iteration 21Q: 3 clusters Score -4438462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4438489.000000 Penalty: 5092.372559
	Iteration 22Q: 3 clusters Score -4438489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -4438518.500000 Penalty: 5092.372559
	Iteration 23Q: 3 clusters Score -4438518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4438517.500000 Penalty: 5092.372559
	Iteration 24Q: 3 clusters Score -4438518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -4438521.000000 Penalty: 5092.372559
	Iteration 25Q: 3 clusters Score -4438521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -4438529.000000 Penalty: 5092.372559
	Iteration 26Q: 3 clusters Score -4438529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -4438531.500000 Penalty: 5092.372559
	Iteration 27Q: 3 clusters Score -4438532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4438529.000000 Penalty: 5092.372559
	Iteration 28Q: 3 clusters Score -4438529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4438533.500000 Penalty: 5092.372559
	Iteration 29Q: 3 clusters Score -4438534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -4438530.500000 Penalty: 5092.372559
	Iteration 30Q: 3 clusters Score -4438530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -4438534.500000 Penalty: 5092.372559
	Iteration 31Q: 3 clusters Score -4438534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4438536.000000 Penalty: 5092.372559
	Iteration 32Q: 3 clusters Score -4438536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -4438536.000000 Penalty: 5092.372559
	Iteration 33F: 3 clusters Score -4438536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Entering Unmasked Estep 
Score: -959366.187500 Penalty: 2171.031982
	Iteration 0F: 2 clusters Score -959366.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -954083.250000 Penalty: 4342.063965
	Iteration 0F: 3 clusters Score -954083.2 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -955461.562500 Penalty: 4342.063965
	Iteration 1F: 3 clusters Score -955461.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -955778.562500 Penalty: 4342.063965
	Iteration 2F: 3 clusters Score -955778.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -956067.062500 Penalty: 4342.063965
	Iteration 3F: 3 clusters Score -956067.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -956371.812500 Penalty: 4342.063965
	Iteration 4F: 3 clusters Score -956371.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -956732.500000 Penalty: 4342.063965
	Iteration 5F: 3 clusters Score -956732.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -957059.062500 Penalty: 4342.063965
	Iteration 6F: 3 clusters Score -957059.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -957349.687500 Penalty: 4342.063965
	Iteration 7F: 3 clusters Score -957349.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -957589.625000 Penalty: 4342.063965
	Iteration 8Q: 3 clusters Score -957589.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -957750.437500 Penalty: 4342.063965
	Iteration 9Q: 3 clusters Score -957750.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -957849.562500 Penalty: 4342.063965
	Iteration 10Q: 3 clusters Score -957849.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -957932.062500 Penalty: 4342.063965
	Iteration 11Q: 3 clusters Score -957932.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -957979.875000 Penalty: 4342.063965
	Iteration 12Q: 3 clusters Score -957979.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -958017.937500 Penalty: 4342.063965
	Iteration 13Q: 3 clusters Score -958017.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -958042.062500 Penalty: 4342.063965
	Iteration 14Q: 3 clusters Score -958042.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -958055.687500 Penalty: 4342.063965
	Iteration 15Q: 3 clusters Score -958055.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -958066.062500 Penalty: 4342.063965
	Iteration 16Q: 3 clusters Score -958066.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -958075.312500 Penalty: 4342.063965
	Iteration 17Q: 3 clusters Score -958075.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -958075.625000 Penalty: 4342.063965
	Iteration 18Q: 3 clusters Score -958075.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -958079.812500 Penalty: 4342.063965
	Iteration 19Q: 3 clusters Score -958079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -958083.625000 Penalty: 4342.063965
	Iteration 20F: 3 clusters Score -958083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -958082.750000 Penalty: 4342.063965
	Iteration 21Q: 3 clusters Score -958082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -958084.000000 Penalty: 4342.063965
	Iteration 22Q: 3 clusters Score -958084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -958083.625000 Penalty: 4342.063965
	Iteration 23Q: 3 clusters Score -958083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -958084.562500 Penalty: 4342.063965
	Iteration 24Q: 3 clusters Score -958084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -958084.000000 Penalty: 4342.063965
	Iteration 25Q: 3 clusters Score -958084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -958084.187500 Penalty: 4342.063965
	Iteration 26Q: 3 clusters Score -958084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -958084.750000 Penalty: 4342.063965
	Iteration 27Q: 3 clusters Score -958084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -958084.750000 Penalty: 4342.063965
	Iteration 28F: 3 clusters Score -958084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -415959.906250 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -415959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -412866.843750 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -412866.8 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -413612.750000 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -413612.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -413883.625000 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -413883.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -414122.312500 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -414122.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -414295.406250 Penalty: 3939.940186
	Iteration 4F: 3 clusters Score -414295.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -414430.968750 Penalty: 3939.940186
	Iteration 5Q: 3 clusters Score -414431 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -414536.625000 Penalty: 3939.940186
	Iteration 6Q: 3 clusters Score -414536.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -414623.562500 Penalty: 3939.940186
	Iteration 7Q: 3 clusters Score -414623.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -414680.218750 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -414680.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -414738.375000 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -414738.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -414774.406250 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -414774.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -414801.031250 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -414801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -414818.250000 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -414818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -414829.156250 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -414829.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -414838.593750 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -414838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -414847.218750 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -414847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -414853.062500 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -414853.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -414856.656250 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -414856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -414859.312500 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -414859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -414859.906250 Penalty: 3939.940186
	Iteration 19Q: 3 clusters Score -414859.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -414863.468750 Penalty: 3939.940186
	Iteration 20F: 3 clusters Score -414863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -414865.000000 Penalty: 3939.940186
	Iteration 21Q: 3 clusters Score -414865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -414867.187500 Penalty: 3939.940186
	Iteration 22Q: 3 clusters Score -414867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -414868.250000 Penalty: 3939.940186
	Iteration 23Q: 3 clusters Score -414868.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -414868.468750 Penalty: 3939.940186
	Iteration 24Q: 3 clusters Score -414868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -414868.468750 Penalty: 3939.940186
	Iteration 25F: 3 clusters Score -414868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -282257.250000 Penalty: 1856.819092
	Iteration 0F: 2 clusters Score -282257.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -279807.843750 Penalty: 3713.638184
	Iteration 0F: 3 clusters Score -279807.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -280231.062500 Penalty: 3713.638184
	Iteration 1F: 3 clusters Score -280231.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -280321.437500 Penalty: 3713.638184
	Iteration 2F: 3 clusters Score -280321.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -280365.687500 Penalty: 3713.638184
	Iteration 3Q: 3 clusters Score -280365.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -280388.437500 Penalty: 3713.638184
	Iteration 4Q: 3 clusters Score -280388.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -280405.375000 Penalty: 3713.638184
	Iteration 5Q: 3 clusters Score -280405.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -280427.437500 Penalty: 3713.638184
	Iteration 6Q: 3 clusters Score -280427.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -280441.968750 Penalty: 3713.638184
	Iteration 7Q: 3 clusters Score -280442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -280451.687500 Penalty: 3713.638184
	Iteration 8Q: 3 clusters Score -280451.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -280458.031250 Penalty: 3713.638184
	Iteration 9Q: 3 clusters Score -280458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -280460.218750 Penalty: 3713.638184
	Iteration 10Q: 3 clusters Score -280460.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -280462.343750 Penalty: 3713.638184
	Iteration 11Q: 3 clusters Score -280462.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -280462.343750 Penalty: 3713.638184
	Iteration 12F: 3 clusters Score -280462.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Entering Unmasked Estep 
Score: -3051226.500000 Penalty: 2450.256104
	Iteration 0F: 2 clusters Score -3051226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3037403.000000 Penalty: 4900.512207
	Iteration 0F: 3 clusters Score -3037403 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3042026.750000 Penalty: 4900.512207
	Iteration 1F: 3 clusters Score -3042027 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3042475.250000 Penalty: 4900.512207
	Iteration 2F: 3 clusters Score -3042475 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3042928.000000 Penalty: 4900.512207
	Iteration 3F: 3 clusters Score -3042928 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3043435.750000 Penalty: 4900.512207
	Iteration 4F: 3 clusters Score -3043436 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3044092.750000 Penalty: 4900.512207
	Iteration 5F: 3 clusters Score -3044093 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3044975.000000 Penalty: 4900.512207
	Iteration 6F: 3 clusters Score -3044975 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3046016.250000 Penalty: 4900.512207
	Iteration 7F: 3 clusters Score -3046016 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3047124.500000 Penalty: 4900.512207
	Iteration 8F: 3 clusters Score -3047124 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3048092.000000 Penalty: 4900.512207
	Iteration 9F: 3 clusters Score -3048092 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3048818.000000 Penalty: 4900.512207
	Iteration 10Q: 3 clusters Score -3048818 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3049289.750000 Penalty: 4900.512207
	Iteration 11Q: 3 clusters Score -3049290 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3049559.250000 Penalty: 4900.512207
	Iteration 12Q: 3 clusters Score -3049559 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3049698.250000 Penalty: 4900.512207
	Iteration 13Q: 3 clusters Score -3049698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3049771.750000 Penalty: 4900.512207
	Iteration 14Q: 3 clusters Score -3049772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3049813.750000 Penalty: 4900.512207
	Iteration 15Q: 3 clusters Score -3049814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3049843.250000 Penalty: 4900.512207
	Iteration 16Q: 3 clusters Score -3049843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3049872.000000 Penalty: 4900.512207
	Iteration 17Q: 3 clusters Score -3049872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3049886.750000 Penalty: 4900.512207
	Iteration 18Q: 3 clusters Score -3049887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3049914.250000 Penalty: 4900.512207
	Iteration 19Q: 3 clusters Score -3049914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3049931.000000 Penalty: 4900.512207
	Iteration 20F: 3 clusters Score -3049931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3049947.500000 Penalty: 4900.512207
	Iteration 21Q: 3 clusters Score -3049948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3049966.750000 Penalty: 4900.512207
	Iteration 22Q: 3 clusters Score -3049967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3049992.000000 Penalty: 4900.512207
	Iteration 23Q: 3 clusters Score -3049992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3050006.250000 Penalty: 4900.512207
	Iteration 24Q: 3 clusters Score -3050006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3050023.000000 Penalty: 4900.512207
	Iteration 25Q: 3 clusters Score -3050023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3050031.500000 Penalty: 4900.512207
	Iteration 26Q: 3 clusters Score -3050032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3050038.250000 Penalty: 4900.512207
	Iteration 27Q: 3 clusters Score -3050038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3050039.750000 Penalty: 4900.512207
	Iteration 28Q: 3 clusters Score -3050040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3050044.750000 Penalty: 4900.512207
	Iteration 29Q: 3 clusters Score -3050045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3050045.500000 Penalty: 4900.512207
	Iteration 30Q: 3 clusters Score -3050046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3050050.500000 Penalty: 4900.512207
	Iteration 31Q: 3 clusters Score -3050050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3050057.750000 Penalty: 4900.512207
	Iteration 32Q: 3 clusters Score -3050058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3050057.500000 Penalty: 4900.512207
	Iteration 33Q: 3 clusters Score -3050058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3050061.750000 Penalty: 4900.512207
	Iteration 34Q: 3 clusters Score -3050062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3050068.000000 Penalty: 4900.512207
	Iteration 35Q: 3 clusters Score -3050068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3050079.750000 Penalty: 4900.512207
	Iteration 36Q: 3 clusters Score -3050080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3050088.500000 Penalty: 4900.512207
	Iteration 37Q: 3 clusters Score -3050088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3050096.500000 Penalty: 4900.512207
	Iteration 38Q: 3 clusters Score -3050096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3050093.750000 Penalty: 4900.512207
	Iteration 39Q: 3 clusters Score -3050094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3050095.750000 Penalty: 4900.512207
	Iteration 40F: 3 clusters Score -3050096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3050101.000000 Penalty: 4900.512207
	Iteration 41Q: 3 clusters Score -3050101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3050105.250000 Penalty: 4900.512207
	Iteration 42Q: 3 clusters Score -3050105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3050104.750000 Penalty: 4900.512207
	Iteration 43Q: 3 clusters Score -3050105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3050104.250000 Penalty: 4900.512207
	Iteration 44Q: 3 clusters Score -3050104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3050101.000000 Penalty: 4900.512207
	Iteration 45Q: 3 clusters Score -3050101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3050101.500000 Penalty: 4900.512207
	Iteration 46Q: 3 clusters Score -3050102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -3050102.750000 Penalty: 4900.512207
	Iteration 47Q: 3 clusters Score -3050103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3050106.000000 Penalty: 4900.512207
	Iteration 48Q: 3 clusters Score -3050106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3050106.000000 Penalty: 4900.512207
	Iteration 49F: 3 clusters Score -3050106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Entering Unmasked Estep 
Score: -5354781.500000 Penalty: 2591.668945
	Iteration 0F: 2 clusters Score -5354782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -5331258.500000 Penalty: 5183.337891
	Iteration 0F: 3 clusters Score -5331258 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5339709.000000 Penalty: 5183.337891
	Iteration 1F: 3 clusters Score -5339709 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -5340234.500000 Penalty: 5183.337891
	Iteration 2Q: 3 clusters Score -5340234 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -5340769.000000 Penalty: 5183.337891
	Iteration 3Q: 3 clusters Score -5340769 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -5341489.500000 Penalty: 5183.337891
	Iteration 4Q: 3 clusters Score -5341490 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5342453.500000 Penalty: 5183.337891
	Iteration 5Q: 3 clusters Score -5342454 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5343796.500000 Penalty: 5183.337891
	Iteration 6F: 3 clusters Score -5343796 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -5345672.500000 Penalty: 5183.337891
	Iteration 7F: 3 clusters Score -5345672 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -5347747.000000 Penalty: 5183.337891
	Iteration 8F: 3 clusters Score -5347747 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -5349741.500000 Penalty: 5183.337891
	Iteration 9F: 3 clusters Score -5349742 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -5351141.500000 Penalty: 5183.337891
	Iteration 10Q: 3 clusters Score -5351142 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -5351868.500000 Penalty: 5183.337891
	Iteration 11Q: 3 clusters Score -5351868 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5352199.500000 Penalty: 5183.337891
	Iteration 12Q: 3 clusters Score -5352200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5352326.500000 Penalty: 5183.337891
	Iteration 13Q: 3 clusters Score -5352326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -5352401.000000 Penalty: 5183.337891
	Iteration 14Q: 3 clusters Score -5352401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -5352445.500000 Penalty: 5183.337891
	Iteration 15Q: 3 clusters Score -5352446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5352470.500000 Penalty: 5183.337891
	Iteration 16Q: 3 clusters Score -5352470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -5352483.500000 Penalty: 5183.337891
	Iteration 17Q: 3 clusters Score -5352484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -5352490.000000 Penalty: 5183.337891
	Iteration 18Q: 3 clusters Score -5352490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -5352495.000000 Penalty: 5183.337891
	Iteration 19Q: 3 clusters Score -5352495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -5352501.500000 Penalty: 5183.337891
	Iteration 20F: 3 clusters Score -5352502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -5352506.000000 Penalty: 5183.337891
	Iteration 21Q: 3 clusters Score -5352506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -5352507.500000 Penalty: 5183.337891
	Iteration 22Q: 3 clusters Score -5352508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -5352507.500000 Penalty: 5183.337891
	Iteration 23F: 3 clusters Score -5352508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Entering Unmasked Estep 
Score: -1061418.750000 Penalty: 2185.658936
	Iteration 0F: 2 clusters Score -1061419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1055815.000000 Penalty: 4371.317871
	Iteration 0F: 3 clusters Score -1055815 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1057311.250000 Penalty: 4371.317871
	Iteration 1F: 3 clusters Score -1057311 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1057549.750000 Penalty: 4371.317871
	Iteration 2F: 3 clusters Score -1057550 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1057697.125000 Penalty: 4371.317871
	Iteration 3Q: 3 clusters Score -1057697 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1057791.250000 Penalty: 4371.317871
	Iteration 4Q: 3 clusters Score -1057791 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1057864.375000 Penalty: 4371.317871
	Iteration 5Q: 3 clusters Score -1057864 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1057928.500000 Penalty: 4371.317871
	Iteration 6Q: 3 clusters Score -1057928 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1057991.500000 Penalty: 4371.317871
	Iteration 7Q: 3 clusters Score -1057992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1058051.875000 Penalty: 4371.317871
	Iteration 8Q: 3 clusters Score -1058052 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1058104.375000 Penalty: 4371.317871
	Iteration 9Q: 3 clusters Score -1058104 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1058148.250000 Penalty: 4371.317871
	Iteration 10Q: 3 clusters Score -1058148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1058193.875000 Penalty: 4371.317871
	Iteration 11Q: 3 clusters Score -1058194 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1058236.750000 Penalty: 4371.317871
	Iteration 12Q: 3 clusters Score -1058237 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1058291.000000 Penalty: 4371.317871
	Iteration 13Q: 3 clusters Score -1058291 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1058356.875000 Penalty: 4371.317871
	Iteration 14Q: 3 clusters Score -1058357 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1058429.875000 Penalty: 4371.317871
	Iteration 15Q: 3 clusters Score -1058430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1058510.125000 Penalty: 4371.317871
	Iteration 16Q: 3 clusters Score -1058510 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1058595.125000 Penalty: 4371.317871
	Iteration 17Q: 3 clusters Score -1058595 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1058659.875000 Penalty: 4371.317871
	Iteration 18Q: 3 clusters Score -1058660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1058739.125000 Penalty: 4371.317871
	Iteration 19Q: 3 clusters Score -1058739 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1058811.875000 Penalty: 4371.317871
	Iteration 20F: 3 clusters Score -1058812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1058877.125000 Penalty: 4371.317871
	Iteration 21Q: 3 clusters Score -1058877 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1058955.875000 Penalty: 4371.317871
	Iteration 22Q: 3 clusters Score -1058956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1059034.875000 Penalty: 4371.317871
	Iteration 23Q: 3 clusters Score -1059035 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1059109.875000 Penalty: 4371.317871
	Iteration 24Q: 3 clusters Score -1059110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1059158.500000 Penalty: 4371.317871
	Iteration 25Q: 3 clusters Score -1059158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1059204.125000 Penalty: 4371.317871
	Iteration 26Q: 3 clusters Score -1059204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1059257.125000 Penalty: 4371.317871
	Iteration 27Q: 3 clusters Score -1059257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1059294.250000 Penalty: 4371.317871
	Iteration 28Q: 3 clusters Score -1059294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1059319.375000 Penalty: 4371.317871
	Iteration 29Q: 3 clusters Score -1059319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1059340.000000 Penalty: 4371.317871
	Iteration 30Q: 3 clusters Score -1059340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1059362.000000 Penalty: 4371.317871
	Iteration 31Q: 3 clusters Score -1059362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1059375.000000 Penalty: 4371.317871
	Iteration 32Q: 3 clusters Score -1059375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1059388.250000 Penalty: 4371.317871
	Iteration 33Q: 3 clusters Score -1059388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1059402.625000 Penalty: 4371.317871
	Iteration 34Q: 3 clusters Score -1059403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1059416.875000 Penalty: 4371.317871
	Iteration 35Q: 3 clusters Score -1059417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1059426.375000 Penalty: 4371.317871
	Iteration 36Q: 3 clusters Score -1059426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1059433.750000 Penalty: 4371.317871
	Iteration 37Q: 3 clusters Score -1059434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1059442.750000 Penalty: 4371.317871
	Iteration 38Q: 3 clusters Score -1059443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1059458.500000 Penalty: 4371.317871
	Iteration 39Q: 3 clusters Score -1059458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1059476.250000 Penalty: 4371.317871
	Iteration 40F: 3 clusters Score -1059476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1059490.500000 Penalty: 4371.317871
	Iteration 41Q: 3 clusters Score -1059490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1059504.250000 Penalty: 4371.317871
	Iteration 42Q: 3 clusters Score -1059504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1059512.500000 Penalty: 4371.317871
	Iteration 43Q: 3 clusters Score -1059512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1059517.250000 Penalty: 4371.317871
	Iteration 44Q: 3 clusters Score -1059517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1059522.250000 Penalty: 4371.317871
	Iteration 45Q: 3 clusters Score -1059522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1059527.125000 Penalty: 4371.317871
	Iteration 46Q: 3 clusters Score -1059527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1059535.875000 Penalty: 4371.317871
	Iteration 47Q: 3 clusters Score -1059536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1059538.000000 Penalty: 4371.317871
	Iteration 48Q: 3 clusters Score -1059538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1059540.125000 Penalty: 4371.317871
	Iteration 49Q: 3 clusters Score -1059540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1059540.125000 Penalty: 4371.317871
	Iteration 50F: 3 clusters Score -1059540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Entering Unmasked Estep 
Score: -2118011.250000 Penalty: 2357.854492
	Iteration 0F: 2 clusters Score -2118011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2108107.500000 Penalty: 4715.708984
	Iteration 0F: 3 clusters Score -2108108 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2111121.500000 Penalty: 4715.708984
	Iteration 1F: 3 clusters Score -2111122 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2111514.000000 Penalty: 4715.708984
	Iteration 2F: 3 clusters Score -2111514 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2111852.750000 Penalty: 4715.708984
	Iteration 3F: 3 clusters Score -2111853 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2112187.750000 Penalty: 4715.708984
	Iteration 4F: 3 clusters Score -2112188 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2112568.750000 Penalty: 4715.708984
	Iteration 5F: 3 clusters Score -2112569 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2112984.750000 Penalty: 4715.708984
	Iteration 6F: 3 clusters Score -2112985 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2113472.250000 Penalty: 4715.708984
	Iteration 7F: 3 clusters Score -2113472 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2114027.500000 Penalty: 4715.708984
	Iteration 8F: 3 clusters Score -2114028 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2114519.750000 Penalty: 4715.708984
	Iteration 9Q: 3 clusters Score -2114520 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2114961.750000 Penalty: 4715.708984
	Iteration 10Q: 3 clusters Score -2114962 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2115280.000000 Penalty: 4715.708984
	Iteration 11Q: 3 clusters Score -2115280 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2115495.000000 Penalty: 4715.708984
	Iteration 12Q: 3 clusters Score -2115495 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2115658.500000 Penalty: 4715.708984
	Iteration 13Q: 3 clusters Score -2115658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2115772.250000 Penalty: 4715.708984
	Iteration 14Q: 3 clusters Score -2115772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2115840.750000 Penalty: 4715.708984
	Iteration 15Q: 3 clusters Score -2115841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2115884.750000 Penalty: 4715.708984
	Iteration 16Q: 3 clusters Score -2115885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2115906.000000 Penalty: 4715.708984
	Iteration 17Q: 3 clusters Score -2115906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2115926.500000 Penalty: 4715.708984
	Iteration 18Q: 3 clusters Score -2115926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2115937.500000 Penalty: 4715.708984
	Iteration 19Q: 3 clusters Score -2115938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2115951.000000 Penalty: 4715.708984
	Iteration 20F: 3 clusters Score -2115951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2115959.250000 Penalty: 4715.708984
	Iteration 21Q: 3 clusters Score -2115959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2115964.250000 Penalty: 4715.708984
	Iteration 22Q: 3 clusters Score -2115964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2115968.250000 Penalty: 4715.708984
	Iteration 23Q: 3 clusters Score -2115968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2115973.000000 Penalty: 4715.708984
	Iteration 24Q: 3 clusters Score -2115973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2115971.250000 Penalty: 4715.708984
	Iteration 25Q: 3 clusters Score -2115971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2115976.500000 Penalty: 4715.708984
	Iteration 26Q: 3 clusters Score -2115976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2115979.250000 Penalty: 4715.708984
	Iteration 27Q: 3 clusters Score -2115979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2115981.250000 Penalty: 4715.708984
	Iteration 28Q: 3 clusters Score -2115981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2115981.250000 Penalty: 4715.708984
	Iteration 29F: 3 clusters Score -2115981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -572969.125000 Penalty: 2051.914062
	Iteration 0F: 2 clusters Score -572969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -569201.375000 Penalty: 4103.828125
	Iteration 0F: 3 clusters Score -569201.4 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -570100.375000 Penalty: 4103.828125
	Iteration 1F: 3 clusters Score -570100.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -570326.062500 Penalty: 4103.828125
	Iteration 2F: 3 clusters Score -570326.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -570496.812500 Penalty: 4103.828125
	Iteration 3Q: 3 clusters Score -570496.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -570684.437500 Penalty: 4103.828125
	Iteration 4F: 3 clusters Score -570684.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -570857.500000 Penalty: 4103.828125
	Iteration 5F: 3 clusters Score -570857.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -571018.437500 Penalty: 4103.828125
	Iteration 6Q: 3 clusters Score -571018.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -571153.500000 Penalty: 4103.828125
	Iteration 7Q: 3 clusters Score -571153.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -571274.000000 Penalty: 4103.828125
	Iteration 8Q: 3 clusters Score -571274 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -571376.562500 Penalty: 4103.828125
	Iteration 9Q: 3 clusters Score -571376.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -571461.625000 Penalty: 4103.828125
	Iteration 10Q: 3 clusters Score -571461.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -571534.187500 Penalty: 4103.828125
	Iteration 11Q: 3 clusters Score -571534.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -571593.312500 Penalty: 4103.828125
	Iteration 12Q: 3 clusters Score -571593.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -571652.812500 Penalty: 4103.828125
	Iteration 13Q: 3 clusters Score -571652.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -571697.187500 Penalty: 4103.828125
	Iteration 14Q: 3 clusters Score -571697.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -571726.250000 Penalty: 4103.828125
	Iteration 15Q: 3 clusters Score -571726.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -571751.625000 Penalty: 4103.828125
	Iteration 16Q: 3 clusters Score -571751.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -571768.375000 Penalty: 4103.828125
	Iteration 17Q: 3 clusters Score -571768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -571774.500000 Penalty: 4103.828125
	Iteration 18Q: 3 clusters Score -571774.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -571777.562500 Penalty: 4103.828125
	Iteration 19Q: 3 clusters Score -571777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -571781.062500 Penalty: 4103.828125
	Iteration 20F: 3 clusters Score -571781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -571783.437500 Penalty: 4103.828125
	Iteration 21Q: 3 clusters Score -571783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -571784.875000 Penalty: 4103.828125
	Iteration 22Q: 3 clusters Score -571784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -571786.250000 Penalty: 4103.828125
	Iteration 23Q: 3 clusters Score -571786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -571789.062500 Penalty: 4103.828125
	Iteration 24Q: 3 clusters Score -571789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -571793.750000 Penalty: 4103.828125
	Iteration 25Q: 3 clusters Score -571793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -571797.437500 Penalty: 4103.828125
	Iteration 26Q: 3 clusters Score -571797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -571799.187500 Penalty: 4103.828125
	Iteration 27Q: 3 clusters Score -571799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -571799.062500 Penalty: 4103.828125
	Iteration 28Q: 3 clusters Score -571799.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -571799.062500 Penalty: 4103.828125
	Iteration 29F: 3 clusters Score -571799.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20747.851562 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -20747.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19936.960938 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -19936.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20320.109375 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -20320.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20435.863281 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -20435.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20516.111328 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -20516.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20516.111328 Penalty: 2681.957275
	Iteration 4F: 3 clusters Score -20516.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -24773.523438 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -24773.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -24011.179688 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -24011.18 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24575.742188 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -24575.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24944.593750 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -24944.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25026.257812 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -25026.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25058.710938 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -25058.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25077.171875 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -25077.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25098.326172 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -25098.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25102.050781 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -25102.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25102.050781 Penalty: 2829.076172
	Iteration 8F: 3 clusters Score -25102.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102310 members 
Mstep: Class 4 contains 110611 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 26879 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124685 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28764 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 86 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12184 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Mstep: Class 38 contains 214 members 
Entering Unmasked Estep 
Score: -86720328.000000 Penalty: 124812.671875
Splitting cluster 26 changes total score from -86721728.000000 to -86720328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Entering Unmasked Estep 
Score: -881679.500000 Penalty: 2154.234619
	Iteration 0F: 2 clusters Score -881679.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -876547.625000 Penalty: 4308.469238
	Iteration 0F: 3 clusters Score -876547.6 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -877867.750000 Penalty: 4308.469238
	Iteration 1F: 3 clusters Score -877867.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -878147.687500 Penalty: 4308.469238
	Iteration 2F: 3 clusters Score -878147.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -878346.375000 Penalty: 4308.469238
	Iteration 3F: 3 clusters Score -878346.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -878506.625000 Penalty: 4308.469238
	Iteration 4Q: 3 clusters Score -878506.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -878650.625000 Penalty: 4308.469238
	Iteration 5Q: 3 clusters Score -878650.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -878783.187500 Penalty: 4308.469238
	Iteration 6Q: 3 clusters Score -878783.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -878935.000000 Penalty: 4308.469238
	Iteration 7Q: 3 clusters Score -878935 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -879067.812500 Penalty: 4308.469238
	Iteration 8Q: 3 clusters Score -879067.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -879197.812500 Penalty: 4308.469238
	Iteration 9Q: 3 clusters Score -879197.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -879339.312500 Penalty: 4308.469238
	Iteration 10Q: 3 clusters Score -879339.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -879477.687500 Penalty: 4308.469238
	Iteration 11Q: 3 clusters Score -879477.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -879594.375000 Penalty: 4308.469238
	Iteration 12Q: 3 clusters Score -879594.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -879699.000000 Penalty: 4308.469238
	Iteration 13Q: 3 clusters Score -879699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -879798.812500 Penalty: 4308.469238
	Iteration 14Q: 3 clusters Score -879798.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -879880.625000 Penalty: 4308.469238
	Iteration 15Q: 3 clusters Score -879880.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -879951.250000 Penalty: 4308.469238
	Iteration 16Q: 3 clusters Score -879951.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -880006.625000 Penalty: 4308.469238
	Iteration 17Q: 3 clusters Score -880006.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -880062.312500 Penalty: 4308.469238
	Iteration 18Q: 3 clusters Score -880062.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -880107.187500 Penalty: 4308.469238
	Iteration 19Q: 3 clusters Score -880107.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -880134.812500 Penalty: 4308.469238
	Iteration 20F: 3 clusters Score -880134.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -880163.250000 Penalty: 4308.469238
	Iteration 21Q: 3 clusters Score -880163.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -880180.000000 Penalty: 4308.469238
	Iteration 22Q: 3 clusters Score -880180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -880193.375000 Penalty: 4308.469238
	Iteration 23Q: 3 clusters Score -880193.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -880205.312500 Penalty: 4308.469238
	Iteration 24Q: 3 clusters Score -880205.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -880217.312500 Penalty: 4308.469238
	Iteration 25Q: 3 clusters Score -880217.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -880225.062500 Penalty: 4308.469238
	Iteration 26Q: 3 clusters Score -880225.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -880241.062500 Penalty: 4308.469238
	Iteration 27Q: 3 clusters Score -880241.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -880250.562500 Penalty: 4308.469238
	Iteration 28Q: 3 clusters Score -880250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -880253.937500 Penalty: 4308.469238
	Iteration 29Q: 3 clusters Score -880253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -880258.937500 Penalty: 4308.469238
	Iteration 30Q: 3 clusters Score -880258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -880264.000000 Penalty: 4308.469238
	Iteration 31Q: 3 clusters Score -880264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -880263.000000 Penalty: 4308.469238
	Iteration 32Q: 3 clusters Score -880263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -880265.125000 Penalty: 4308.469238
	Iteration 33Q: 3 clusters Score -880265.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -880266.875000 Penalty: 4308.469238
	Iteration 34Q: 3 clusters Score -880266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -880267.312500 Penalty: 4308.469238
	Iteration 35Q: 3 clusters Score -880267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -880269.125000 Penalty: 4308.469238
	Iteration 36Q: 3 clusters Score -880269.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -880274.000000 Penalty: 4308.469238
	Iteration 37Q: 3 clusters Score -880274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -880273.937500 Penalty: 4308.469238
	Iteration 38Q: 3 clusters Score -880273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -880277.250000 Penalty: 4308.469238
	Iteration 39Q: 3 clusters Score -880277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -880277.937500 Penalty: 4308.469238
	Iteration 40F: 3 clusters Score -880277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -880277.687500 Penalty: 4308.469238
	Iteration 41Q: 3 clusters Score -880277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -880278.125000 Penalty: 4308.469238
	Iteration 42Q: 3 clusters Score -880278.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -880278.125000 Penalty: 4308.469238
	Iteration 43F: 3 clusters Score -880278.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -198595.281250 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -198595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -196453.312500 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -196453.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -196855.156250 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -196855.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -196968.953125 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -196969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -197027.281250 Penalty: 3567.695312
	Iteration 3Q: 3 clusters Score -197027.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -197070.718750 Penalty: 3567.695312
	Iteration 4Q: 3 clusters Score -197070.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -197098.312500 Penalty: 3567.695312
	Iteration 5Q: 3 clusters Score -197098.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197120.562500 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -197120.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197140.453125 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -197140.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -197171.937500 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -197171.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -197197.234375 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -197197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197227.250000 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -197227.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -197266.546875 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -197266.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -197320.359375 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -197320.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -197405.218750 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -197405.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -197480.750000 Penalty: 3567.695312
	Iteration 14Q: 3 clusters Score -197480.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -197542.781250 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -197542.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -197607.640625 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -197607.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -197656.453125 Penalty: 3567.695312
	Iteration 17Q: 3 clusters Score -197656.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -197695.843750 Penalty: 3567.695312
	Iteration 18Q: 3 clusters Score -197695.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -197734.109375 Penalty: 3567.695312
	Iteration 19Q: 3 clusters Score -197734.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -197766.765625 Penalty: 3567.695312
	Iteration 20F: 3 clusters Score -197766.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -197789.734375 Penalty: 3567.695312
	Iteration 21Q: 3 clusters Score -197789.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -197807.359375 Penalty: 3567.695312
	Iteration 22Q: 3 clusters Score -197807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -197812.250000 Penalty: 3567.695312
	Iteration 23Q: 3 clusters Score -197812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -197816.562500 Penalty: 3567.695312
	Iteration 24Q: 3 clusters Score -197816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -197821.343750 Penalty: 3567.695312
	Iteration 25Q: 3 clusters Score -197821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -197829.093750 Penalty: 3567.695312
	Iteration 26Q: 3 clusters Score -197829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -197831.437500 Penalty: 3567.695312
	Iteration 27Q: 3 clusters Score -197831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -197833.859375 Penalty: 3567.695312
	Iteration 28Q: 3 clusters Score -197833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -197836.359375 Penalty: 3567.695312
	Iteration 29Q: 3 clusters Score -197836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -197836.359375 Penalty: 3567.695312
	Iteration 30F: 3 clusters Score -197836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -77814.359375 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -77814.36 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 266 members 
Entering Unmasked Estep 
Score: -76245.031250 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -76245.03 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76481.468750 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -76481.47 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76622.851562 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -76622.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -76715.960938 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -76715.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76752.812500 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -76752.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76805.492188 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -76805.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76841.671875 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -76841.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76863.062500 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -76863.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76869.937500 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -76869.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76877.351562 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -76877.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76887.054688 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -76887.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76899.375000 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -76899.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76917.578125 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -76917.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76955.234375 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -76955.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76973.750000 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -76973.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76984.546875 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -76984.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76988.859375 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -76988.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76996.265625 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -76996.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77002.007812 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -77002.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77005.007812 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -77005.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77007.468750 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -77007.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77024.726562 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -77024.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77028.281250 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -77028.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77028.281250 Penalty: 3166.219238
	Iteration 23F: 3 clusters Score -77028.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -212449.453125 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -212449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210170.046875 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -210170 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -210540.156250 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -210540.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -210633.343750 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -210633.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -210683.281250 Penalty: 3614.969238
	Iteration 3Q: 3 clusters Score -210683.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -210705.796875 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -210705.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -210727.234375 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -210727.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -210755.859375 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -210755.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210796.906250 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -210796.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -210826.140625 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -210826.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -210852.625000 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -210852.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -210870.937500 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -210870.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -210893.781250 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -210893.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -210917.625000 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -210917.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210943.531250 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -210943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -210972.718750 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -210972.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -210999.687500 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -210999.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -211031.156250 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -211031.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -211083.687500 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -211083.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -211120.046875 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -211120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -211149.468750 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -211149.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -211182.578125 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -211182.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -211210.125000 Penalty: 3614.969238
	Iteration 21Q: 3 clusters Score -211210.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -211234.875000 Penalty: 3614.969238
	Iteration 22Q: 3 clusters Score -211234.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211258.375000 Penalty: 3614.969238
	Iteration 23Q: 3 clusters Score -211258.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211283.734375 Penalty: 3614.969238
	Iteration 24Q: 3 clusters Score -211283.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -211315.562500 Penalty: 3614.969238
	Iteration 25Q: 3 clusters Score -211315.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211343.875000 Penalty: 3614.969238
	Iteration 26Q: 3 clusters Score -211343.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211369.578125 Penalty: 3614.969238
	Iteration 27Q: 3 clusters Score -211369.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211411.390625 Penalty: 3614.969238
	Iteration 28Q: 3 clusters Score -211411.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211454.421875 Penalty: 3614.969238
	Iteration 29Q: 3 clusters Score -211454.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211473.656250 Penalty: 3614.969238
	Iteration 30Q: 3 clusters Score -211473.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -211489.546875 Penalty: 3614.969238
	Iteration 31Q: 3 clusters Score -211489.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -211498.890625 Penalty: 3614.969238
	Iteration 32Q: 3 clusters Score -211498.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -211505.250000 Penalty: 3614.969238
	Iteration 33Q: 3 clusters Score -211505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -211509.078125 Penalty: 3614.969238
	Iteration 34Q: 3 clusters Score -211509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211510.218750 Penalty: 3614.969238
	Iteration 35Q: 3 clusters Score -211510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -211511.328125 Penalty: 3614.969238
	Iteration 36Q: 3 clusters Score -211511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -211513.203125 Penalty: 3614.969238
	Iteration 37Q: 3 clusters Score -211513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -211515.921875 Penalty: 3614.969238
	Iteration 38Q: 3 clusters Score -211515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211518.156250 Penalty: 3614.969238
	Iteration 39Q: 3 clusters Score -211518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211518.296875 Penalty: 3614.969238
	Iteration 40F: 3 clusters Score -211518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -66921.101562 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -66921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65410.058594 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -65410.06 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65634.953125 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -65634.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65724.570312 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -65724.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65838.625000 Penalty: 3085.412598
	Iteration 3F: 3 clusters Score -65838.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -65951.515625 Penalty: 3085.412598
	Iteration 4F: 3 clusters Score -65951.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65987.429688 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -65987.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66011.078125 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -66011.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66033.351562 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -66033.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66097.859375 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -66097.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66155.992188 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -66155.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66171.218750 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -66171.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66186.187500 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -66186.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66197.281250 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -66197.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66224.617188 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -66224.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66244.546875 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -66244.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66266.976562 Penalty: 3085.412598
	Iteration 15Q: 3 clusters Score -66266.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66349.890625 Penalty: 3085.412598
	Iteration 16Q: 3 clusters Score -66349.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66400.062500 Penalty: 3085.412598
	Iteration 17Q: 3 clusters Score -66400.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66420.789062 Penalty: 3085.412598
	Iteration 18Q: 3 clusters Score -66420.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66427.242188 Penalty: 3085.412598
	Iteration 19Q: 3 clusters Score -66427.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66463.601562 Penalty: 3085.412598
	Iteration 20F: 3 clusters Score -66463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66487.093750 Penalty: 3085.412598
	Iteration 21Q: 3 clusters Score -66487.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66515.976562 Penalty: 3085.412598
	Iteration 22Q: 3 clusters Score -66515.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66537.140625 Penalty: 3085.412598
	Iteration 23Q: 3 clusters Score -66537.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66565.343750 Penalty: 3085.412598
	Iteration 24Q: 3 clusters Score -66565.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66783.156250 Penalty: 3085.412598
	Iteration 25Q: 3 clusters Score -66783.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67062.687500 Penalty: 3085.412598
	Iteration 26Q: 3 clusters Score -67062.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67265.609375 Penalty: 3085.412598
	Iteration 27Q: 3 clusters Score -67265.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67303.687500 Penalty: 3085.412598
	Iteration 28Q: 3 clusters Score -67303.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67337.523438 Penalty: 3085.412598
	Iteration 29Q: 3 clusters Score -67337.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67380.976562 Penalty: 3085.412598
	Iteration 30Q: 3 clusters Score -67380.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67400.195312 Penalty: 3085.412598
	Iteration 31Q: 3 clusters Score -67400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67402.898438 Penalty: 3085.412598
	Iteration 32F: 3 clusters Score -67402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67408.968750 Penalty: 3085.412598
	Iteration 33Q: 3 clusters Score -67408.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67408.968750 Penalty: 3085.412598
	Iteration 34F: 3 clusters Score -67408.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102310 members 
Mstep: Class 4 contains 110611 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 26879 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124685 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28764 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 244 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12184 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Mstep: Class 38 contains 259 members 
Entering Unmasked Estep 
Score: -86720488.000000 Penalty: 124812.671875
Splitting cluster 31 changes total score from -86721728.000000 to -86720488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -90657.296875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -90657.3 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 320 members 
Entering Unmasked Estep 
Score: -89124.023438 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -89124.02 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89374.351562 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -89374.35 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -89596.726562 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -89596.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -89857.320312 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -89857.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -90081.898438 Penalty: 3252.866211
	Iteration 4F: 3 clusters Score -90081.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -90195.398438 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -90195.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -90268.343750 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -90268.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -90317.562500 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -90317.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -90371.054688 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -90371.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -90387.937500 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -90387.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -90403.945312 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -90403.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -90408.289062 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -90408.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -90413.171875 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -90413.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -90415.804688 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -90415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -90415.804688 Penalty: 3252.866211
	Iteration 14F: 3 clusters Score -90415.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -161806.953125 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -161807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159784.093750 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -159784.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -160048.562500 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -160048.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160142.609375 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -160142.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160191.921875 Penalty: 3466.252930
	Iteration 3Q: 3 clusters Score -160191.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160235.140625 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -160235.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -160251.968750 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -160252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -160256.625000 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -160256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160257.375000 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -160257.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160257.578125 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -160257.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160257.578125 Penalty: 3466.252930
	Iteration 9F: 3 clusters Score -160257.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -107717.375000 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -107717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105872.328125 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -105872.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106256.156250 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -106256.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -106817.562500 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -106817.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107094.734375 Penalty: 3385.428223
	Iteration 3F: 3 clusters Score -107094.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107284.562500 Penalty: 3385.428223
	Iteration 4F: 3 clusters Score -107284.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107444.031250 Penalty: 3385.428223
	Iteration 5F: 3 clusters Score -107444 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107572.304688 Penalty: 3385.428223
	Iteration 6F: 3 clusters Score -107572.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -107629.546875 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -107629.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -107666.468750 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -107666.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -107697.031250 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -107697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -107728.359375 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -107728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -107741.398438 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -107741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -107749.304688 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -107749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107751.804688 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -107751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107753.070312 Penalty: 3385.428223
	Iteration 14Q: 3 clusters Score -107753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107753.710938 Penalty: 3385.428223
	Iteration 15Q: 3 clusters Score -107753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107753.710938 Penalty: 3385.428223
	Iteration 16F: 3 clusters Score -107753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102310 members 
Mstep: Class 4 contains 110611 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 26879 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124685 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28764 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 12184 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 913 members 
Mstep: Class 38 contains 666 members 
Entering Unmasked Estep 
Score: -86720160.000000 Penalty: 124812.671875
Splitting cluster 34 changes total score from -86721728.000000 to -86720160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (12184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Entering Unmasked Estep 
Score: -1941075.500000 Penalty: 2333.154053
	Iteration 0F: 2 clusters Score -1941076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1931968.125000 Penalty: 4666.308105
	Iteration 0F: 3 clusters Score -1931968 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1934710.875000 Penalty: 4666.308105
	Iteration 1F: 3 clusters Score -1934711 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1935084.625000 Penalty: 4666.308105
	Iteration 2F: 3 clusters Score -1935085 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1935429.125000 Penalty: 4666.308105
	Iteration 3F: 3 clusters Score -1935429 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1935800.500000 Penalty: 4666.308105
	Iteration 4F: 3 clusters Score -1935800 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1936180.875000 Penalty: 4666.308105
	Iteration 5F: 3 clusters Score -1936181 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1936545.375000 Penalty: 4666.308105
	Iteration 6F: 3 clusters Score -1936545 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1936942.625000 Penalty: 4666.308105
	Iteration 7F: 3 clusters Score -1936943 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1937363.875000 Penalty: 4666.308105
	Iteration 8F: 3 clusters Score -1937364 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1937794.625000 Penalty: 4666.308105
	Iteration 9F: 3 clusters Score -1937795 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1938201.500000 Penalty: 4666.308105
	Iteration 10Q: 3 clusters Score -1938202 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1938560.125000 Penalty: 4666.308105
	Iteration 11Q: 3 clusters Score -1938560 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1938824.000000 Penalty: 4666.308105
	Iteration 12Q: 3 clusters Score -1938824 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1939045.250000 Penalty: 4666.308105
	Iteration 13Q: 3 clusters Score -1939045 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1939204.750000 Penalty: 4666.308105
	Iteration 14Q: 3 clusters Score -1939205 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1939318.000000 Penalty: 4666.308105
	Iteration 15Q: 3 clusters Score -1939318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1939410.000000 Penalty: 4666.308105
	Iteration 16Q: 3 clusters Score -1939410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1939493.000000 Penalty: 4666.308105
	Iteration 17Q: 3 clusters Score -1939493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1939532.250000 Penalty: 4666.308105
	Iteration 18Q: 3 clusters Score -1939532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1939558.625000 Penalty: 4666.308105
	Iteration 19Q: 3 clusters Score -1939559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1939573.250000 Penalty: 4666.308105
	Iteration 20F: 3 clusters Score -1939573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1939591.375000 Penalty: 4666.308105
	Iteration 21Q: 3 clusters Score -1939591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1939597.375000 Penalty: 4666.308105
	Iteration 22Q: 3 clusters Score -1939597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1939606.875000 Penalty: 4666.308105
	Iteration 23Q: 3 clusters Score -1939607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1939612.000000 Penalty: 4666.308105
	Iteration 24Q: 3 clusters Score -1939612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1939619.375000 Penalty: 4666.308105
	Iteration 25Q: 3 clusters Score -1939619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1939616.750000 Penalty: 4666.308105
	Iteration 26Q: 3 clusters Score -1939617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1939621.500000 Penalty: 4666.308105
	Iteration 27Q: 3 clusters Score -1939622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1939623.625000 Penalty: 4666.308105
	Iteration 28Q: 3 clusters Score -1939624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1939625.375000 Penalty: 4666.308105
	Iteration 29Q: 3 clusters Score -1939625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1939629.750000 Penalty: 4666.308105
	Iteration 30Q: 3 clusters Score -1939630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1939639.625000 Penalty: 4666.308105
	Iteration 31Q: 3 clusters Score -1939640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1939635.625000 Penalty: 4666.308105
	Iteration 32Q: 3 clusters Score -1939636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1939641.375000 Penalty: 4666.308105
	Iteration 33Q: 3 clusters Score -1939641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1939642.750000 Penalty: 4666.308105
	Iteration 34Q: 3 clusters Score -1939643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1939642.375000 Penalty: 4666.308105
	Iteration 35Q: 3 clusters Score -1939642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1939646.500000 Penalty: 4666.308105
	Iteration 36Q: 3 clusters Score -1939646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1939646.500000 Penalty: 4666.308105
	Iteration 37F: 3 clusters Score -1939646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -113061.398438 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -113061.4 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 420 members 
Entering Unmasked Estep 
Score: -111285.585938 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -111285.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111675.835938 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -111675.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -111875.328125 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -111875.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112073.242188 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -112073.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112246.953125 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -112247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -112326.726562 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -112326.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112381.890625 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -112381.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112464.132812 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -112464.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112565.109375 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -112565.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112651.398438 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -112651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112682.125000 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -112682.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112696.265625 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -112696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -112707.906250 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -112707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112712.648438 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -112712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112721.742188 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -112721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -112731.804688 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -112731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -112742.742188 Penalty: 3329.023193
	Iteration 16Q: 3 clusters Score -112742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -112747.179688 Penalty: 3329.023193
	Iteration 17Q: 3 clusters Score -112747.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -112752.062500 Penalty: 3329.023193
	Iteration 18Q: 3 clusters Score -112752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112752.976562 Penalty: 3329.023193
	Iteration 19Q: 3 clusters Score -112753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112752.976562 Penalty: 3329.023193
	Iteration 20F: 3 clusters Score -112753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -127871.187500 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -127871.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -125977.929688 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -125977.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126303.929688 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -126303.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126466.421875 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -126466.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126573.914062 Penalty: 3381.100830
	Iteration 3Q: 3 clusters Score -126573.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126618.875000 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -126618.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126644.421875 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -126644.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -126675.406250 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -126675.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -126703.203125 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -126703.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126725.085938 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -126725.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -126772.812500 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -126772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126805.703125 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -126805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -126821.812500 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -126821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -126830.257812 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -126830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126838.187500 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -126838.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126850.921875 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -126850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -126856.906250 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -126856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126866.164062 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -126866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126876.546875 Penalty: 3381.100830
	Iteration 17Q: 3 clusters Score -126876.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126893.789062 Penalty: 3381.100830
	Iteration 18Q: 3 clusters Score -126893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126902.015625 Penalty: 3381.100830
	Iteration 19Q: 3 clusters Score -126902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126910.804688 Penalty: 3381.100830
	Iteration 20F: 3 clusters Score -126910.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126919.085938 Penalty: 3381.100830
	Iteration 21Q: 3 clusters Score -126919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126933.968750 Penalty: 3381.100830
	Iteration 22Q: 3 clusters Score -126934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126956.640625 Penalty: 3381.100830
	Iteration 23Q: 3 clusters Score -126956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -126984.718750 Penalty: 3381.100830
	Iteration 24Q: 3 clusters Score -126984.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127024.992188 Penalty: 3381.100830
	Iteration 25Q: 3 clusters Score -127025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -127073.414062 Penalty: 3381.100830
	Iteration 26Q: 3 clusters Score -127073.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -127153.570312 Penalty: 3381.100830
	Iteration 27Q: 3 clusters Score -127153.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -127221.875000 Penalty: 3381.100830
	Iteration 28Q: 3 clusters Score -127221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127303.554688 Penalty: 3381.100830
	Iteration 29Q: 3 clusters Score -127303.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -127455.914062 Penalty: 3381.100830
	Iteration 30Q: 3 clusters Score -127455.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -127785.546875 Penalty: 3381.100830
	Iteration 31Q: 3 clusters Score -127785.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128708.789062 Penalty: 3381.100830
	Iteration 32Q: 3 clusters Score -128708.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -128844.757812 Penalty: 3381.100830
	Iteration 33Q: 3 clusters Score -128844.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128875.796875 Penalty: 3381.100830
	Iteration 34Q: 3 clusters Score -128875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128895.882812 Penalty: 3381.100830
	Iteration 35Q: 3 clusters Score -128895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128905.609375 Penalty: 3381.100830
	Iteration 36Q: 3 clusters Score -128905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128931.031250 Penalty: 3381.100830
	Iteration 37Q: 3 clusters Score -128931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128957.062500 Penalty: 3381.100830
	Iteration 38Q: 3 clusters Score -128957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128991.492188 Penalty: 3381.100830
	Iteration 39Q: 3 clusters Score -128991.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -129043.007812 Penalty: 3381.100830
	Iteration 40F: 3 clusters Score -129043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129092.156250 Penalty: 3381.100830
	Iteration 41Q: 3 clusters Score -129092.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129148.710938 Penalty: 3381.100830
	Iteration 42Q: 3 clusters Score -129148.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129223.445312 Penalty: 3381.100830
	Iteration 43Q: 3 clusters Score -129223.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -129403.703125 Penalty: 3381.100830
	Iteration 44Q: 3 clusters Score -129403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -129606.765625 Penalty: 3381.100830
	Iteration 45Q: 3 clusters Score -129606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -129606.765625 Penalty: 3381.100830
	Iteration 46F: 3 clusters Score -129606.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102310 members 
Mstep: Class 4 contains 110611 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 26879 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124685 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28764 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12184 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 265 members 
Mstep: Class 38 contains 648 members 
Entering Unmasked Estep 
Score: -86721832.000000 Penalty: 124812.671875
Splitting cluster 37 changes total score from -86721728.000000 to -86721832.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102310 members 
Mstep: Class 4 contains 110611 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 26879 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124685 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13063 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28764 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6722 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 12184 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721840.000000 Penalty: 124812.671875
Iteration 279Q: 39 clusters Score -8.672184e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102328 members 
Mstep: Class 4 contains 110635 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9937 members 
Mstep: Class 9 contains 26889 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124642 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13060 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28766 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34555 members 
Mstep: Class 22 contains 6720 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12183 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721952.000000 Penalty: 124812.671875
Iteration 280F: 39 clusters Score -8.672195e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102333 members 
Mstep: Class 4 contains 110672 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9928 members 
Mstep: Class 9 contains 26901 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124594 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13060 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28772 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34554 members 
Mstep: Class 22 contains 6719 members 
Mstep: Class 23 contains 13462 members 
Mstep: Class 24 contains 3920 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1330 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12181 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721840.000000 Penalty: 124812.671875
Iteration 281Q: 39 clusters Score -8.672184e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102347 members 
Mstep: Class 4 contains 110690 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 8 contains 9923 members 
Mstep: Class 9 contains 26917 members 
Mstep: Class 10 contains 9406 members 
Mstep: Class 11 contains 124556 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28774 members 
Mstep: Class 17 contains 6335 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6719 members 
Mstep: Class 23 contains 13465 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 1329 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12177 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721888.000000 Penalty: 124812.671875
Iteration 282Q: 39 clusters Score -8.672189e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102362 members 
Mstep: Class 4 contains 110689 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9917 members 
Mstep: Class 9 contains 26936 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 124538 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28775 members 
Mstep: Class 17 contains 6333 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6717 members 
Mstep: Class 23 contains 13465 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1084 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12173 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721840.000000 Penalty: 124812.671875
Iteration 283Q: 39 clusters Score -8.672184e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102360 members 
Mstep: Class 4 contains 110701 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9906 members 
Mstep: Class 9 contains 26946 members 
Mstep: Class 10 contains 9407 members 
Mstep: Class 11 contains 124519 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28778 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34548 members 
Mstep: Class 22 contains 6717 members 
Mstep: Class 23 contains 13465 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12173 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721832.000000 Penalty: 124812.671875
Iteration 284Q: 39 clusters Score -8.672183e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102360 members 
Mstep: Class 4 contains 110713 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9899 members 
Mstep: Class 9 contains 26956 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124497 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28778 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6717 members 
Mstep: Class 23 contains 13468 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12174 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721848.000000 Penalty: 124812.671875
Iteration 285Q: 39 clusters Score -8.672185e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102362 members 
Mstep: Class 4 contains 110720 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9895 members 
Mstep: Class 9 contains 26971 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124489 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28772 members 
Mstep: Class 17 contains 6336 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6715 members 
Mstep: Class 23 contains 13470 members 
Mstep: Class 24 contains 3921 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12172 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721824.000000 Penalty: 124812.671875
Iteration 286Q: 39 clusters Score -8.672182e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102352 members 
Mstep: Class 4 contains 110727 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9892 members 
Mstep: Class 9 contains 26990 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124481 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28767 members 
Mstep: Class 17 contains 6337 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34546 members 
Mstep: Class 22 contains 6713 members 
Mstep: Class 23 contains 13471 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721752.000000 Penalty: 124812.671875
Iteration 287Q: 39 clusters Score -8.672175e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102346 members 
Mstep: Class 4 contains 110726 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9888 members 
Mstep: Class 9 contains 27006 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124475 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28767 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6709 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 3923 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12169 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721808.000000 Penalty: 124812.671875
Iteration 288Q: 39 clusters Score -8.672181e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102344 members 
Mstep: Class 4 contains 110746 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9881 members 
Mstep: Class 9 contains 27011 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124458 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28766 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6706 members 
Mstep: Class 23 contains 13478 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721784.000000 Penalty: 124812.671875
Iteration 289Q: 39 clusters Score -8.672178e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102340 members 
Mstep: Class 4 contains 110777 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9874 members 
Mstep: Class 9 contains 27018 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124426 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13055 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28770 members 
Mstep: Class 17 contains 6342 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34548 members 
Mstep: Class 22 contains 6707 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12164 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721768.000000 Penalty: 124812.671875
Iteration 290Q: 39 clusters Score -8.672177e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102348 members 
Mstep: Class 4 contains 110799 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9871 members 
Mstep: Class 9 contains 27025 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 124385 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28775 members 
Mstep: Class 17 contains 6343 members 
Mstep: Class 18 contains 2817 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 13477 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12165 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721840.000000 Penalty: 124812.671875
Iteration 291Q: 39 clusters Score -8.672184e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102347 members 
Mstep: Class 4 contains 110819 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9866 members 
Mstep: Class 9 contains 27037 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 124362 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28769 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6708 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12167 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721800.000000 Penalty: 124812.671875
Iteration 292Q: 39 clusters Score -8.67218e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102359 members 
Mstep: Class 4 contains 110822 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9861 members 
Mstep: Class 9 contains 27057 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 124346 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28752 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6706 members 
Mstep: Class 23 contains 13478 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12169 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721736.000000 Penalty: 124812.671875
Iteration 293Q: 39 clusters Score -8.672174e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102365 members 
Mstep: Class 4 contains 110828 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9857 members 
Mstep: Class 9 contains 27070 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 124336 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28742 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6704 members 
Mstep: Class 23 contains 13477 members 
Mstep: Class 24 contains 3924 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721776.000000 Penalty: 124812.671875
Iteration 294Q: 39 clusters Score -8.672178e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102391 members 
Mstep: Class 4 contains 110851 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 27087 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 124281 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13058 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28734 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6701 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3925 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721680.000000 Penalty: 124812.671875
Iteration 295Q: 39 clusters Score -8.672168e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102407 members 
Mstep: Class 4 contains 110869 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9847 members 
Mstep: Class 9 contains 27105 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 124239 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28730 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6699 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3925 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12166 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721672.000000 Penalty: 124812.671875
Iteration 296Q: 39 clusters Score -8.672167e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102424 members 
Mstep: Class 4 contains 110872 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9844 members 
Mstep: Class 9 contains 27114 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 124222 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13053 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28729 members 
Mstep: Class 17 contains 6348 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34552 members 
Mstep: Class 22 contains 6699 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3925 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721768.000000 Penalty: 124812.671875
Iteration 297Q: 39 clusters Score -8.672177e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102441 members 
Mstep: Class 4 contains 110886 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9840 members 
Mstep: Class 9 contains 27125 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 124194 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28723 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6696 members 
Mstep: Class 23 contains 13488 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12168 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721600.000000 Penalty: 124812.671875
Iteration 298Q: 39 clusters Score -8.67216e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102439 members 
Mstep: Class 4 contains 110890 members 
Mstep: Class 5 contains 4785 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9832 members 
Mstep: Class 9 contains 27139 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 124187 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13057 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28715 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6695 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12171 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721752.000000 Penalty: 124812.671875
Iteration 299Q: 39 clusters Score -8.672175e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102431 members 
Mstep: Class 4 contains 110906 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9830 members 
Mstep: Class 9 contains 27157 members 
Mstep: Class 10 contains 9405 members 
Mstep: Class 11 contains 124160 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13060 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 6350 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6695 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12175 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721672.000000 Penalty: 124812.671875
Iteration 300F: 39 clusters Score -8.672167e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102427 members 
Mstep: Class 4 contains 110932 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9823 members 
Mstep: Class 9 contains 27180 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 124129 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13062 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28706 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34552 members 
Mstep: Class 22 contains 6694 members 
Mstep: Class 23 contains 13485 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12177 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721720.000000 Penalty: 124812.671875
Iteration 301Q: 39 clusters Score -8.672172e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102428 members 
Mstep: Class 4 contains 110955 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9819 members 
Mstep: Class 9 contains 27198 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 124094 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28699 members 
Mstep: Class 17 contains 6351 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6692 members 
Mstep: Class 23 contains 13484 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12180 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721792.000000 Penalty: 124812.671875
Iteration 302Q: 39 clusters Score -8.672179e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102423 members 
Mstep: Class 4 contains 110954 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9815 members 
Mstep: Class 9 contains 27217 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 124091 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13065 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28687 members 
Mstep: Class 17 contains 6353 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6693 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 1327 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12181 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721776.000000 Penalty: 124812.671875
Iteration 303Q: 39 clusters Score -8.672178e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102419 members 
Mstep: Class 4 contains 110946 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 9817 members 
Mstep: Class 9 contains 27234 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 124079 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13065 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28681 members 
Mstep: Class 17 contains 6362 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1787 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6693 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12183 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721808.000000 Penalty: 124812.671875
Iteration 304Q: 39 clusters Score -8.672181e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102409 members 
Mstep: Class 4 contains 110948 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9818 members 
Mstep: Class 9 contains 27249 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 124074 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13066 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28667 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6694 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12183 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721744.000000 Penalty: 124812.671875
Iteration 305Q: 39 clusters Score -8.672174e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102401 members 
Mstep: Class 4 contains 110960 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9814 members 
Mstep: Class 9 contains 27266 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 124057 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28654 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6690 members 
Mstep: Class 23 contains 13495 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12185 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721792.000000 Penalty: 124812.671875
Iteration 306Q: 39 clusters Score -8.672179e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102400 members 
Mstep: Class 4 contains 110959 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 27301 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 124035 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13070 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28639 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6689 members 
Mstep: Class 23 contains 13497 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12191 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721680.000000 Penalty: 124812.671875
Iteration 307Q: 39 clusters Score -8.672168e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102412 members 
Mstep: Class 4 contains 110955 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9805 members 
Mstep: Class 9 contains 27326 members 
Mstep: Class 10 contains 9403 members 
Mstep: Class 11 contains 124006 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13070 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28631 members 
Mstep: Class 17 contains 6368 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34550 members 
Mstep: Class 22 contains 6687 members 
Mstep: Class 23 contains 13500 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12197 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721608.000000 Penalty: 124812.671875
Iteration 308Q: 39 clusters Score -8.672161e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102424 members 
Mstep: Class 4 contains 110972 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9795 members 
Mstep: Class 9 contains 27346 members 
Mstep: Class 10 contains 9402 members 
Mstep: Class 11 contains 123966 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13070 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28624 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6685 members 
Mstep: Class 23 contains 13501 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12204 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721672.000000 Penalty: 124812.671875
Iteration 309Q: 39 clusters Score -8.672167e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102440 members 
Mstep: Class 4 contains 110998 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9784 members 
Mstep: Class 9 contains 27367 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 123919 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28620 members 
Mstep: Class 17 contains 6369 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34546 members 
Mstep: Class 22 contains 6686 members 
Mstep: Class 23 contains 13498 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5921 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12208 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721688.000000 Penalty: 124812.671875
Iteration 310Q: 39 clusters Score -8.672169e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102436 members 
Mstep: Class 4 contains 111025 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9781 members 
Mstep: Class 9 contains 27383 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123890 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28611 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34544 members 
Mstep: Class 22 contains 6686 members 
Mstep: Class 23 contains 13497 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12209 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721584.000000 Penalty: 124812.671875
Iteration 311Q: 39 clusters Score -8.672158e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102424 members 
Mstep: Class 4 contains 111047 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9773 members 
Mstep: Class 9 contains 27402 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123875 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28606 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1790 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34547 members 
Mstep: Class 22 contains 6684 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12209 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721664.000000 Penalty: 124812.671875
Iteration 312Q: 39 clusters Score -8.672166e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102414 members 
Mstep: Class 4 contains 111072 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 9 contains 27413 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123854 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28604 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34551 members 
Mstep: Class 22 contains 6682 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5923 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12211 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721736.000000 Penalty: 124812.671875
Iteration 313Q: 39 clusters Score -8.672174e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102396 members 
Mstep: Class 4 contains 111083 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 27424 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123860 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28599 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34551 members 
Mstep: Class 22 contains 6681 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 3928 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721680.000000 Penalty: 124812.671875
Iteration 314Q: 39 clusters Score -8.672168e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102402 members 
Mstep: Class 4 contains 111085 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 27428 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123858 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28589 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6682 members 
Mstep: Class 23 contains 13490 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5927 members 
Mstep: Class 28 contains 1326 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721720.000000 Penalty: 124812.671875
Iteration 315Q: 39 clusters Score -8.672172e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102411 members 
Mstep: Class 4 contains 111082 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9743 members 
Mstep: Class 9 contains 27442 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123851 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28582 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34553 members 
Mstep: Class 22 contains 6681 members 
Mstep: Class 23 contains 13488 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721616.000000 Penalty: 124812.671875
Iteration 316Q: 39 clusters Score -8.672162e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102438 members 
Mstep: Class 4 contains 111069 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 27454 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123832 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28577 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1793 members 
Mstep: Class 20 contains 19536 members 
Mstep: Class 21 contains 34552 members 
Mstep: Class 22 contains 6679 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721568.000000 Penalty: 124812.671875
Iteration 317Q: 39 clusters Score -8.672157e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102470 members 
Mstep: Class 4 contains 111060 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9741 members 
Mstep: Class 9 contains 27469 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123796 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28568 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34555 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13485 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12215 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721536.000000 Penalty: 124812.671875
Iteration 318Q: 39 clusters Score -8.672154e+07 nChanged 268
Entering ConstructFrom: 
Score: -86721536.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -233209.593750 Penalty: 1831.229370
	Iteration 0F: 2 clusters Score -233209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -230804.546875 Penalty: 3662.458740
	Iteration 0F: 3 clusters Score -230804.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -231178.812500 Penalty: 3662.458740
	Iteration 1F: 3 clusters Score -231178.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -231288.531250 Penalty: 3662.458740
	Iteration 2F: 3 clusters Score -231288.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -231355.796875 Penalty: 3662.458740
	Iteration 3Q: 3 clusters Score -231355.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -231409.468750 Penalty: 3662.458740
	Iteration 4Q: 3 clusters Score -231409.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -231452.250000 Penalty: 3662.458740
	Iteration 5Q: 3 clusters Score -231452.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -231482.078125 Penalty: 3662.458740
	Iteration 6Q: 3 clusters Score -231482.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -231508.812500 Penalty: 3662.458740
	Iteration 7Q: 3 clusters Score -231508.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -231522.812500 Penalty: 3662.458740
	Iteration 8Q: 3 clusters Score -231522.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -231534.359375 Penalty: 3662.458740
	Iteration 9Q: 3 clusters Score -231534.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -231546.562500 Penalty: 3662.458740
	Iteration 10Q: 3 clusters Score -231546.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -231561.328125 Penalty: 3662.458740
	Iteration 11Q: 3 clusters Score -231561.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -231575.390625 Penalty: 3662.458740
	Iteration 12Q: 3 clusters Score -231575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -231582.578125 Penalty: 3662.458740
	Iteration 13Q: 3 clusters Score -231582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231586.421875 Penalty: 3662.458740
	Iteration 14Q: 3 clusters Score -231586.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -231591.281250 Penalty: 3662.458740
	Iteration 15Q: 3 clusters Score -231591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -231593.531250 Penalty: 3662.458740
	Iteration 16Q: 3 clusters Score -231593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -231597.500000 Penalty: 3662.458740
	Iteration 17Q: 3 clusters Score -231597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -231602.046875 Penalty: 3662.458740
	Iteration 18Q: 3 clusters Score -231602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -231605.656250 Penalty: 3662.458740
	Iteration 19Q: 3 clusters Score -231605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -231611.437500 Penalty: 3662.458740
	Iteration 20F: 3 clusters Score -231611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -231616.812500 Penalty: 3662.458740
	Iteration 21Q: 3 clusters Score -231616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -231620.953125 Penalty: 3662.458740
	Iteration 22Q: 3 clusters Score -231621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -231624.437500 Penalty: 3662.458740
	Iteration 23Q: 3 clusters Score -231624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -231626.484375 Penalty: 3662.458740
	Iteration 24Q: 3 clusters Score -231626.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -231627.703125 Penalty: 3662.458740
	Iteration 25Q: 3 clusters Score -231627.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -231631.015625 Penalty: 3662.458740
	Iteration 26Q: 3 clusters Score -231631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -231631.859375 Penalty: 3662.458740
	Iteration 27Q: 3 clusters Score -231631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -231631.859375 Penalty: 3662.458740
	Iteration 28F: 3 clusters Score -231631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -155966.312500 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -155966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -154002.390625 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -154002.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -154440.593750 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -154440.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -154637.125000 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -154637.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -154809.046875 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -154809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -154956.093750 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -154956.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155033.859375 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -155033.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155098.265625 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -155098.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155137.984375 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -155138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155152.687500 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -155152.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155159.265625 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -155159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -155167.609375 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -155167.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155184.046875 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -155184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155202.906250 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -155202.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155216.328125 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -155216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -155220.750000 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -155220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -155223.031250 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -155223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -155224.109375 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -155224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -155224.109375 Penalty: 3494.705078
	Iteration 17F: 3 clusters Score -155224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Entering Unmasked Estep 
Score: -16192936.000000 Penalty: 2861.324463
	Iteration 0F: 2 clusters Score -1.619294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -16126208.000000 Penalty: 5722.648926
	Iteration 0F: 3 clusters Score -1.612621e+07 nChanged 48350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -16153683.000000 Penalty: 5722.648926
	Iteration 1F: 3 clusters Score -1.615368e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -16154638.000000 Penalty: 5722.648926
	Iteration 2Q: 3 clusters Score -1.615464e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -16155645.000000 Penalty: 5722.648926
	Iteration 3Q: 3 clusters Score -1.615564e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -16157244.000000 Penalty: 5722.648926
	Iteration 4Q: 3 clusters Score -1.615724e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -16159255.000000 Penalty: 5722.648926
	Iteration 5Q: 3 clusters Score -1.615926e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -16161675.000000 Penalty: 5722.648926
	Iteration 6Q: 3 clusters Score -1.616168e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 61849 members 
Entering Unmasked Estep 
Score: -16164747.000000 Penalty: 5722.648926
	Iteration 7F: 3 clusters Score -1.616475e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -16168408.000000 Penalty: 5722.648926
	Iteration 8F: 3 clusters Score -1.616841e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -16172144.000000 Penalty: 5722.648926
	Iteration 9F: 3 clusters Score -1.617214e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 68973 members 
Entering Unmasked Estep 
Score: -16175466.000000 Penalty: 5722.648926
	Iteration 10F: 3 clusters Score -1.617547e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -16177849.000000 Penalty: 5722.648926
	Iteration 11Q: 3 clusters Score -1.617785e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 72507 members 
Entering Unmasked Estep 
Score: -16179186.000000 Penalty: 5722.648926
	Iteration 12Q: 3 clusters Score -1.617919e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -16180031.000000 Penalty: 5722.648926
	Iteration 13Q: 3 clusters Score -1.618003e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -16180708.000000 Penalty: 5722.648926
	Iteration 14Q: 3 clusters Score -1.618071e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -16181221.000000 Penalty: 5722.648926
	Iteration 15Q: 3 clusters Score -1.618122e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -16182004.000000 Penalty: 5722.648926
	Iteration 16Q: 3 clusters Score -1.6182e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -16182729.000000 Penalty: 5722.648926
	Iteration 17Q: 3 clusters Score -1.618273e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -16183485.000000 Penalty: 5722.648926
	Iteration 18Q: 3 clusters Score -1.618348e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -16184285.000000 Penalty: 5722.648926
	Iteration 19Q: 3 clusters Score -1.618428e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -16185125.000000 Penalty: 5722.648926
	Iteration 20F: 3 clusters Score -1.618512e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -16185914.000000 Penalty: 5722.648926
	Iteration 21Q: 3 clusters Score -1.618591e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -16186567.000000 Penalty: 5722.648926
	Iteration 22Q: 3 clusters Score -1.618657e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -16187208.000000 Penalty: 5722.648926
	Iteration 23Q: 3 clusters Score -1.618721e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -16187812.000000 Penalty: 5722.648926
	Iteration 24Q: 3 clusters Score -1.618781e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 94410 members 
Entering Unmasked Estep 
Score: -16188375.000000 Penalty: 5722.648926
	Iteration 25Q: 3 clusters Score -1.618838e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -16188758.000000 Penalty: 5722.648926
	Iteration 26Q: 3 clusters Score -1.618876e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 96434 members 
Entering Unmasked Estep 
Score: -16189125.000000 Penalty: 5722.648926
	Iteration 27Q: 3 clusters Score -1.618912e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -16189386.000000 Penalty: 5722.648926
	Iteration 28Q: 3 clusters Score -1.618939e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -16189614.000000 Penalty: 5722.648926
	Iteration 29Q: 3 clusters Score -1.618961e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 98406 members 
Entering Unmasked Estep 
Score: -16189775.000000 Penalty: 5722.648926
	Iteration 30Q: 3 clusters Score -1.618978e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -16189967.000000 Penalty: 5722.648926
	Iteration 31Q: 3 clusters Score -1.618997e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -16190062.000000 Penalty: 5722.648926
	Iteration 32Q: 3 clusters Score -1.619006e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 99513 members 
Entering Unmasked Estep 
Score: -16190164.000000 Penalty: 5722.648926
	Iteration 33Q: 3 clusters Score -1.619016e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -16190246.000000 Penalty: 5722.648926
	Iteration 34Q: 3 clusters Score -1.619025e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -16190314.000000 Penalty: 5722.648926
	Iteration 35Q: 3 clusters Score -1.619031e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -16190366.000000 Penalty: 5722.648926
	Iteration 36Q: 3 clusters Score -1.619037e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -16190430.000000 Penalty: 5722.648926
	Iteration 37Q: 3 clusters Score -1.619043e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 100452 members 
Entering Unmasked Estep 
Score: -16190481.000000 Penalty: 5722.648926
	Iteration 38Q: 3 clusters Score -1.619048e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -16190513.000000 Penalty: 5722.648926
	Iteration 39Q: 3 clusters Score -1.619051e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 100638 members 
Entering Unmasked Estep 
Score: -16190504.000000 Penalty: 5722.648926
	Iteration 40F: 3 clusters Score -1.61905e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 100700 members 
Entering Unmasked Estep 
Score: -16190527.000000 Penalty: 5722.648926
	Iteration 41Q: 3 clusters Score -1.619053e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -16190527.000000 Penalty: 5722.648926
	Iteration 42Q: 3 clusters Score -1.619053e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -16190557.000000 Penalty: 5722.648926
	Iteration 43Q: 3 clusters Score -1.619056e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -16190572.000000 Penalty: 5722.648926
	Iteration 44Q: 3 clusters Score -1.619057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -16190588.000000 Penalty: 5722.648926
	Iteration 45Q: 3 clusters Score -1.619059e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -16190604.000000 Penalty: 5722.648926
	Iteration 46Q: 3 clusters Score -1.61906e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 100951 members 
Entering Unmasked Estep 
Score: -16190616.000000 Penalty: 5722.648926
	Iteration 47Q: 3 clusters Score -1.619062e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -16190639.000000 Penalty: 5722.648926
	Iteration 48Q: 3 clusters Score -1.619064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 101018 members 
Entering Unmasked Estep 
Score: -16190630.000000 Penalty: 5722.648926
	Iteration 49Q: 3 clusters Score -1.619063e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -16190642.000000 Penalty: 5722.648926
	Iteration 50Q: 3 clusters Score -1.619064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -16190653.000000 Penalty: 5722.648926
	Iteration 51Q: 3 clusters Score -1.619065e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -16190659.000000 Penalty: 5722.648926
	Iteration 52Q: 3 clusters Score -1.619066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 101115 members 
Entering Unmasked Estep 
Score: -16190669.000000 Penalty: 5722.648926
	Iteration 53Q: 3 clusters Score -1.619067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -16190666.000000 Penalty: 5722.648926
	Iteration 54Q: 3 clusters Score -1.619067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -16190662.000000 Penalty: 5722.648926
	Iteration 55Q: 3 clusters Score -1.619066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -16190660.000000 Penalty: 5722.648926
	Iteration 56Q: 3 clusters Score -1.619066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -16190666.000000 Penalty: 5722.648926
	Iteration 57Q: 3 clusters Score -1.619067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -16190659.000000 Penalty: 5722.648926
	Iteration 58Q: 3 clusters Score -1.619066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -16190666.000000 Penalty: 5722.648926
	Iteration 59Q: 3 clusters Score -1.619067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -16190667.000000 Penalty: 5722.648926
	Iteration 60F: 3 clusters Score -1.619067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -16190675.000000 Penalty: 5722.648926
	Iteration 61Q: 3 clusters Score -1.619068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -16190677.000000 Penalty: 5722.648926
	Iteration 62Q: 3 clusters Score -1.619068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -16190683.000000 Penalty: 5722.648926
	Iteration 63Q: 3 clusters Score -1.619068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -16190685.000000 Penalty: 5722.648926
	Iteration 64Q: 3 clusters Score -1.619068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -16190667.000000 Penalty: 5722.648926
	Iteration 65Q: 3 clusters Score -1.619067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -16190672.000000 Penalty: 5722.648926
	Iteration 66Q: 3 clusters Score -1.619067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -16190691.000000 Penalty: 5722.648926
	Iteration 67Q: 3 clusters Score -1.619069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 101197 members 
Entering Unmasked Estep 
Score: -16190691.000000 Penalty: 5722.648926
	Iteration 68Q: 3 clusters Score -1.619069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 101197 members 
Entering Unmasked Estep 
Score: -16190691.000000 Penalty: 5722.648926
	Iteration 69F: 3 clusters Score -1.619069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111066 members 
Entering Unmasked Estep 
Score: -17492074.000000 Penalty: 2881.234131
	Iteration 0F: 2 clusters Score -1.749207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -17420688.000000 Penalty: 5762.468262
	Iteration 0F: 3 clusters Score -1.742069e+07 nChanged 52679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56932 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -17450912.000000 Penalty: 5762.468262
	Iteration 1F: 3 clusters Score -1.745091e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -17451686.000000 Penalty: 5762.468262
	Iteration 2Q: 3 clusters Score -1.745169e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -17452532.000000 Penalty: 5762.468262
	Iteration 3Q: 3 clusters Score -1.745253e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -17453628.000000 Penalty: 5762.468262
	Iteration 4Q: 3 clusters Score -1.745363e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -17455204.000000 Penalty: 5762.468262
	Iteration 5Q: 3 clusters Score -1.74552e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65878 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -17457304.000000 Penalty: 5762.468262
	Iteration 6Q: 3 clusters Score -1.74573e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -17460448.000000 Penalty: 5762.468262
	Iteration 7Q: 3 clusters Score -1.746045e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -17465100.000000 Penalty: 5762.468262
	Iteration 8F: 3 clusters Score -1.74651e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -17470724.000000 Penalty: 5762.468262
	Iteration 9F: 3 clusters Score -1.747072e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -17475896.000000 Penalty: 5762.468262
	Iteration 10F: 3 clusters Score -1.74759e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -17479520.000000 Penalty: 5762.468262
	Iteration 11Q: 3 clusters Score -1.747952e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -17481828.000000 Penalty: 5762.468262
	Iteration 12Q: 3 clusters Score -1.748183e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96654 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -17483672.000000 Penalty: 5762.468262
	Iteration 13Q: 3 clusters Score -1.748367e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -17485046.000000 Penalty: 5762.468262
	Iteration 14Q: 3 clusters Score -1.748505e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -17486448.000000 Penalty: 5762.468262
	Iteration 15Q: 3 clusters Score -1.748645e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -17487308.000000 Penalty: 5762.468262
	Iteration 16Q: 3 clusters Score -1.748731e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -17487996.000000 Penalty: 5762.468262
	Iteration 17Q: 3 clusters Score -1.7488e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -17488632.000000 Penalty: 5762.468262
	Iteration 18Q: 3 clusters Score -1.748863e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107232 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -17489058.000000 Penalty: 5762.468262
	Iteration 19Q: 3 clusters Score -1.748906e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -17489354.000000 Penalty: 5762.468262
	Iteration 20F: 3 clusters Score -1.748935e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -17489632.000000 Penalty: 5762.468262
	Iteration 21Q: 3 clusters Score -1.748963e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -17489750.000000 Penalty: 5762.468262
	Iteration 22Q: 3 clusters Score -1.748975e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -17489880.000000 Penalty: 5762.468262
	Iteration 23Q: 3 clusters Score -1.748988e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -17489928.000000 Penalty: 5762.468262
	Iteration 24Q: 3 clusters Score -1.748993e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -17489950.000000 Penalty: 5762.468262
	Iteration 25Q: 3 clusters Score -1.748995e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -17490004.000000 Penalty: 5762.468262
	Iteration 26Q: 3 clusters Score -1.749e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109569 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -17490030.000000 Penalty: 5762.468262
	Iteration 27Q: 3 clusters Score -1.749003e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -17490068.000000 Penalty: 5762.468262
	Iteration 28Q: 3 clusters Score -1.749007e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109659 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -17490092.000000 Penalty: 5762.468262
	Iteration 29Q: 3 clusters Score -1.749009e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109689 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17490112.000000 Penalty: 5762.468262
	Iteration 30Q: 3 clusters Score -1.749011e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17490112.000000 Penalty: 5762.468262
	Iteration 31Q: 3 clusters Score -1.749011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -17490114.000000 Penalty: 5762.468262
	Iteration 32Q: 3 clusters Score -1.749011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17490132.000000 Penalty: 5762.468262
	Iteration 33Q: 3 clusters Score -1.749013e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17490100.000000 Penalty: 5762.468262
	Iteration 34Q: 3 clusters Score -1.74901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -17490144.000000 Penalty: 5762.468262
	Iteration 35Q: 3 clusters Score -1.749014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109837 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -17490156.000000 Penalty: 5762.468262
	Iteration 36Q: 3 clusters Score -1.749016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17490170.000000 Penalty: 5762.468262
	Iteration 37Q: 3 clusters Score -1.749017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -17490172.000000 Penalty: 5762.468262
	Iteration 38Q: 3 clusters Score -1.749017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -17490162.000000 Penalty: 5762.468262
	Iteration 39Q: 3 clusters Score -1.749016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -17490166.000000 Penalty: 5762.468262
	Iteration 40F: 3 clusters Score -1.749017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -17490178.000000 Penalty: 5762.468262
	Iteration 41Q: 3 clusters Score -1.749018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17490206.000000 Penalty: 5762.468262
	Iteration 42Q: 3 clusters Score -1.749021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -17490172.000000 Penalty: 5762.468262
	Iteration 43Q: 3 clusters Score -1.749017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -17490180.000000 Penalty: 5762.468262
	Iteration 44Q: 3 clusters Score -1.749018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -17490180.000000 Penalty: 5762.468262
	Iteration 45Q: 3 clusters Score -1.749018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -17490178.000000 Penalty: 5762.468262
	Iteration 46Q: 3 clusters Score -1.749018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109897 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -17490188.000000 Penalty: 5762.468262
	Iteration 47Q: 3 clusters Score -1.749019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -17490190.000000 Penalty: 5762.468262
	Iteration 48Q: 3 clusters Score -1.749019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17490186.000000 Penalty: 5762.468262
	Iteration 49Q: 3 clusters Score -1.749019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17490186.000000 Penalty: 5762.468262
	Iteration 50F: 3 clusters Score -1.749019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -697832.625000 Penalty: 2101.519287
	Iteration 0F: 2 clusters Score -697832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -693466.875000 Penalty: 4203.038574
	Iteration 0F: 3 clusters Score -693466.9 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -694638.625000 Penalty: 4203.038574
	Iteration 1F: 3 clusters Score -694638.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -694970.375000 Penalty: 4203.038574
	Iteration 2F: 3 clusters Score -694970.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -695250.125000 Penalty: 4203.038574
	Iteration 3F: 3 clusters Score -695250.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -695493.625000 Penalty: 4203.038574
	Iteration 4F: 3 clusters Score -695493.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -695752.937500 Penalty: 4203.038574
	Iteration 5F: 3 clusters Score -695752.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -696024.625000 Penalty: 4203.038574
	Iteration 6Q: 3 clusters Score -696024.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -696271.062500 Penalty: 4203.038574
	Iteration 7Q: 3 clusters Score -696271.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -696475.875000 Penalty: 4203.038574
	Iteration 8Q: 3 clusters Score -696475.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -696580.750000 Penalty: 4203.038574
	Iteration 9Q: 3 clusters Score -696580.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -696646.812500 Penalty: 4203.038574
	Iteration 10Q: 3 clusters Score -696646.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -696692.375000 Penalty: 4203.038574
	Iteration 11Q: 3 clusters Score -696692.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -696729.562500 Penalty: 4203.038574
	Iteration 12Q: 3 clusters Score -696729.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -696754.687500 Penalty: 4203.038574
	Iteration 13Q: 3 clusters Score -696754.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -696776.375000 Penalty: 4203.038574
	Iteration 14Q: 3 clusters Score -696776.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -696800.250000 Penalty: 4203.038574
	Iteration 15Q: 3 clusters Score -696800.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -696825.312500 Penalty: 4203.038574
	Iteration 16Q: 3 clusters Score -696825.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -696860.750000 Penalty: 4203.038574
	Iteration 17Q: 3 clusters Score -696860.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -696899.187500 Penalty: 4203.038574
	Iteration 18Q: 3 clusters Score -696899.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -696948.750000 Penalty: 4203.038574
	Iteration 19Q: 3 clusters Score -696948.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -696993.437500 Penalty: 4203.038574
	Iteration 20F: 3 clusters Score -696993.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -697037.687500 Penalty: 4203.038574
	Iteration 21Q: 3 clusters Score -697037.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -697070.312500 Penalty: 4203.038574
	Iteration 22Q: 3 clusters Score -697070.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -697105.000000 Penalty: 4203.038574
	Iteration 23Q: 3 clusters Score -697105 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -697136.687500 Penalty: 4203.038574
	Iteration 24Q: 3 clusters Score -697136.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -697162.625000 Penalty: 4203.038574
	Iteration 25Q: 3 clusters Score -697162.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -697186.125000 Penalty: 4203.038574
	Iteration 26Q: 3 clusters Score -697186.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -697204.562500 Penalty: 4203.038574
	Iteration 27Q: 3 clusters Score -697204.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -697212.062500 Penalty: 4203.038574
	Iteration 28Q: 3 clusters Score -697212.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -697217.500000 Penalty: 4203.038574
	Iteration 29Q: 3 clusters Score -697217.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -697221.625000 Penalty: 4203.038574
	Iteration 30Q: 3 clusters Score -697221.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -697226.625000 Penalty: 4203.038574
	Iteration 31Q: 3 clusters Score -697226.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -697228.625000 Penalty: 4203.038574
	Iteration 32Q: 3 clusters Score -697228.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -697231.312500 Penalty: 4203.038574
	Iteration 33Q: 3 clusters Score -697231.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -697234.437500 Penalty: 4203.038574
	Iteration 34Q: 3 clusters Score -697234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -697235.062500 Penalty: 4203.038574
	Iteration 35Q: 3 clusters Score -697235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -697234.812500 Penalty: 4203.038574
	Iteration 36Q: 3 clusters Score -697234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -697234.812500 Penalty: 4203.038574
	Iteration 37F: 3 clusters Score -697234.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -566042.937500 Penalty: 2034.011719
	Iteration 0F: 2 clusters Score -566042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -562357.812500 Penalty: 4068.023438
	Iteration 0F: 3 clusters Score -562357.8 nChanged 1328
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: -563122.312500 Penalty: 4068.023438
	Iteration 1F: 3 clusters Score -563122.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563316.125000 Penalty: 4068.023438
	Iteration 2F: 3 clusters Score -563316.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -563443.562500 Penalty: 4068.023438
	Iteration 3F: 3 clusters Score -563443.6 nChanged 145
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: -563527.500000 Penalty: 4068.023438
	Iteration 4Q: 3 clusters Score -563527.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -563584.000000 Penalty: 4068.023438
	Iteration 5Q: 3 clusters Score -563584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -563626.750000 Penalty: 4068.023438
	Iteration 6Q: 3 clusters Score -563626.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -563661.250000 Penalty: 4068.023438
	Iteration 7Q: 3 clusters Score -563661.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -563689.937500 Penalty: 4068.023438
	Iteration 8Q: 3 clusters Score -563689.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -563714.312500 Penalty: 4068.023438
	Iteration 9Q: 3 clusters Score -563714.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -563731.125000 Penalty: 4068.023438
	Iteration 10Q: 3 clusters Score -563731.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -563755.000000 Penalty: 4068.023438
	Iteration 11Q: 3 clusters Score -563755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -563778.437500 Penalty: 4068.023438
	Iteration 12Q: 3 clusters Score -563778.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -563798.125000 Penalty: 4068.023438
	Iteration 13Q: 3 clusters Score -563798.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -563817.312500 Penalty: 4068.023438
	Iteration 14Q: 3 clusters Score -563817.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -563838.000000 Penalty: 4068.023438
	Iteration 15Q: 3 clusters Score -563838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -563857.250000 Penalty: 4068.023438
	Iteration 16Q: 3 clusters Score -563857.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -563874.562500 Penalty: 4068.023438
	Iteration 17Q: 3 clusters Score -563874.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -563899.375000 Penalty: 4068.023438
	Iteration 18Q: 3 clusters Score -563899.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -563919.187500 Penalty: 4068.023438
	Iteration 19Q: 3 clusters Score -563919.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -563936.562500 Penalty: 4068.023438
	Iteration 20F: 3 clusters Score -563936.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -563958.625000 Penalty: 4068.023438
	Iteration 21Q: 3 clusters Score -563958.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -563980.062500 Penalty: 4068.023438
	Iteration 22Q: 3 clusters Score -563980.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -563999.937500 Penalty: 4068.023438
	Iteration 23Q: 3 clusters Score -563999.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -564019.875000 Penalty: 4068.023438
	Iteration 24Q: 3 clusters Score -564019.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -564037.000000 Penalty: 4068.023438
	Iteration 25Q: 3 clusters Score -564037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -564050.875000 Penalty: 4068.023438
	Iteration 26Q: 3 clusters Score -564050.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -564061.875000 Penalty: 4068.023438
	Iteration 27Q: 3 clusters Score -564061.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -564073.062500 Penalty: 4068.023438
	Iteration 28Q: 3 clusters Score -564073.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -564083.937500 Penalty: 4068.023438
	Iteration 29Q: 3 clusters Score -564083.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -564100.937500 Penalty: 4068.023438
	Iteration 30Q: 3 clusters Score -564100.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -564119.062500 Penalty: 4068.023438
	Iteration 31Q: 3 clusters Score -564119.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -564136.437500 Penalty: 4068.023438
	Iteration 32Q: 3 clusters Score -564136.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -564155.062500 Penalty: 4068.023438
	Iteration 33Q: 3 clusters Score -564155.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -564168.687500 Penalty: 4068.023438
	Iteration 34Q: 3 clusters Score -564168.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -564187.125000 Penalty: 4068.023438
	Iteration 35Q: 3 clusters Score -564187.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -564204.437500 Penalty: 4068.023438
	Iteration 36Q: 3 clusters Score -564204.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -564224.000000 Penalty: 4068.023438
	Iteration 37Q: 3 clusters Score -564224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -564245.437500 Penalty: 4068.023438
	Iteration 38Q: 3 clusters Score -564245.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -564265.250000 Penalty: 4068.023438
	Iteration 39Q: 3 clusters Score -564265.2 nChanged 50
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: -564301.750000 Penalty: 4068.023438
	Iteration 40F: 3 clusters Score -564301.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -564334.687500 Penalty: 4068.023438
	Iteration 41Q: 3 clusters Score -564334.7 nChanged 45
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: -564366.937500 Penalty: 4068.023438
	Iteration 42Q: 3 clusters Score -564366.9 nChanged 52
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: -564411.000000 Penalty: 4068.023438
	Iteration 43Q: 3 clusters Score -564411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -564472.812500 Penalty: 4068.023438
	Iteration 44Q: 3 clusters Score -564472.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -564565.312500 Penalty: 4068.023438
	Iteration 45Q: 3 clusters Score -564565.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -564665.000000 Penalty: 4068.023438
	Iteration 46Q: 3 clusters Score -564665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -564752.312500 Penalty: 4068.023438
	Iteration 47Q: 3 clusters Score -564752.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -564801.812500 Penalty: 4068.023438
	Iteration 48Q: 3 clusters Score -564801.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -564831.500000 Penalty: 4068.023438
	Iteration 49Q: 3 clusters Score -564831.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -564848.187500 Penalty: 4068.023438
	Iteration 50Q: 3 clusters Score -564848.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -564864.250000 Penalty: 4068.023438
	Iteration 51Q: 3 clusters Score -564864.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -564876.750000 Penalty: 4068.023438
	Iteration 52Q: 3 clusters Score -564876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -564886.875000 Penalty: 4068.023438
	Iteration 53Q: 3 clusters Score -564886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -564892.312500 Penalty: 4068.023438
	Iteration 54Q: 3 clusters Score -564892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -564896.562500 Penalty: 4068.023438
	Iteration 55Q: 3 clusters Score -564896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -564900.250000 Penalty: 4068.023438
	Iteration 56Q: 3 clusters Score -564900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -564900.250000 Penalty: 4068.023438
	Iteration 57Q: 3 clusters Score -564900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -564901.312500 Penalty: 4068.023438
	Iteration 58Q: 3 clusters Score -564901.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -564901.312500 Penalty: 4068.023438
	Iteration 59F: 3 clusters Score -564901.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Entering Unmasked Estep 
Score: -1349083.750000 Penalty: 2257.289795
	Iteration 0F: 2 clusters Score -1349084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1342060.625000 Penalty: 4514.579590
	Iteration 0F: 3 clusters Score -1342061 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1343922.375000 Penalty: 4514.579590
	Iteration 1F: 3 clusters Score -1343922 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1344224.875000 Penalty: 4514.579590
	Iteration 2F: 3 clusters Score -1344225 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1344407.625000 Penalty: 4514.579590
	Iteration 3Q: 3 clusters Score -1344408 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1344542.625000 Penalty: 4514.579590
	Iteration 4Q: 3 clusters Score -1344543 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1344670.875000 Penalty: 4514.579590
	Iteration 5Q: 3 clusters Score -1344671 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1344782.375000 Penalty: 4514.579590
	Iteration 6Q: 3 clusters Score -1344782 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1344885.500000 Penalty: 4514.579590
	Iteration 7Q: 3 clusters Score -1344886 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1344990.750000 Penalty: 4514.579590
	Iteration 8Q: 3 clusters Score -1344991 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1345114.250000 Penalty: 4514.579590
	Iteration 9Q: 3 clusters Score -1345114 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1345255.750000 Penalty: 4514.579590
	Iteration 10Q: 3 clusters Score -1345256 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1345385.125000 Penalty: 4514.579590
	Iteration 11Q: 3 clusters Score -1345385 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1345518.875000 Penalty: 4514.579590
	Iteration 12Q: 3 clusters Score -1345519 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1345667.250000 Penalty: 4514.579590
	Iteration 13Q: 3 clusters Score -1345667 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1345823.625000 Penalty: 4514.579590
	Iteration 14Q: 3 clusters Score -1345824 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1345995.625000 Penalty: 4514.579590
	Iteration 15Q: 3 clusters Score -1345996 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1346180.625000 Penalty: 4514.579590
	Iteration 16Q: 3 clusters Score -1346181 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1346344.750000 Penalty: 4514.579590
	Iteration 17Q: 3 clusters Score -1346345 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1346495.375000 Penalty: 4514.579590
	Iteration 18Q: 3 clusters Score -1346495 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1346642.625000 Penalty: 4514.579590
	Iteration 19Q: 3 clusters Score -1346643 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1346764.625000 Penalty: 4514.579590
	Iteration 20F: 3 clusters Score -1346765 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1346843.500000 Penalty: 4514.579590
	Iteration 21Q: 3 clusters Score -1346844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1346898.875000 Penalty: 4514.579590
	Iteration 22Q: 3 clusters Score -1346899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1346935.500000 Penalty: 4514.579590
	Iteration 23Q: 3 clusters Score -1346936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1346961.375000 Penalty: 4514.579590
	Iteration 24Q: 3 clusters Score -1346961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1346988.250000 Penalty: 4514.579590
	Iteration 25Q: 3 clusters Score -1346988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1347008.875000 Penalty: 4514.579590
	Iteration 26Q: 3 clusters Score -1347009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1347030.250000 Penalty: 4514.579590
	Iteration 27Q: 3 clusters Score -1347030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1347047.625000 Penalty: 4514.579590
	Iteration 28Q: 3 clusters Score -1347048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1347067.875000 Penalty: 4514.579590
	Iteration 29Q: 3 clusters Score -1347068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1347077.250000 Penalty: 4514.579590
	Iteration 30Q: 3 clusters Score -1347077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1347085.375000 Penalty: 4514.579590
	Iteration 31Q: 3 clusters Score -1347085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1347091.875000 Penalty: 4514.579590
	Iteration 32Q: 3 clusters Score -1347092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1347099.750000 Penalty: 4514.579590
	Iteration 33Q: 3 clusters Score -1347100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1347109.375000 Penalty: 4514.579590
	Iteration 34Q: 3 clusters Score -1347109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1347113.625000 Penalty: 4514.579590
	Iteration 35Q: 3 clusters Score -1347114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1347113.500000 Penalty: 4514.579590
	Iteration 36Q: 3 clusters Score -1347114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1347122.000000 Penalty: 4514.579590
	Iteration 37Q: 3 clusters Score -1347122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1347126.250000 Penalty: 4514.579590
	Iteration 38Q: 3 clusters Score -1347126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1347127.375000 Penalty: 4514.579590
	Iteration 39Q: 3 clusters Score -1347127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1347131.375000 Penalty: 4514.579590
	Iteration 40F: 3 clusters Score -1347131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1347136.250000 Penalty: 4514.579590
	Iteration 41Q: 3 clusters Score -1347136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1347137.250000 Penalty: 4514.579590
	Iteration 42Q: 3 clusters Score -1347137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1347139.625000 Penalty: 4514.579590
	Iteration 43Q: 3 clusters Score -1347140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1347141.250000 Penalty: 4514.579590
	Iteration 44Q: 3 clusters Score -1347141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1347143.500000 Penalty: 4514.579590
	Iteration 45Q: 3 clusters Score -1347144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1347144.125000 Penalty: 4514.579590
	Iteration 46Q: 3 clusters Score -1347144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1347146.000000 Penalty: 4514.579590
	Iteration 47Q: 3 clusters Score -1347146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1347149.875000 Penalty: 4514.579590
	Iteration 48Q: 3 clusters Score -1347150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1347151.000000 Penalty: 4514.579590
	Iteration 49Q: 3 clusters Score -1347151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1347151.000000 Penalty: 4514.579590
	Iteration 50F: 3 clusters Score -1347151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Entering Unmasked Estep 
Score: -1549390.125000 Penalty: 2277.401855
	Iteration 0F: 2 clusters Score -1549390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1541884.125000 Penalty: 4554.803711
	Iteration 0F: 3 clusters Score -1541884 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1544057.250000 Penalty: 4554.803711
	Iteration 1F: 3 clusters Score -1544057 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1544364.250000 Penalty: 4554.803711
	Iteration 2F: 3 clusters Score -1544364 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1544584.625000 Penalty: 4554.803711
	Iteration 3F: 3 clusters Score -1544585 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1544772.875000 Penalty: 4554.803711
	Iteration 4Q: 3 clusters Score -1544773 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1544949.750000 Penalty: 4554.803711
	Iteration 5Q: 3 clusters Score -1544950 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1545138.250000 Penalty: 4554.803711
	Iteration 6Q: 3 clusters Score -1545138 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1545416.875000 Penalty: 4554.803711
	Iteration 7Q: 3 clusters Score -1545417 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1545794.500000 Penalty: 4554.803711
	Iteration 8F: 3 clusters Score -1545794 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1546280.250000 Penalty: 4554.803711
	Iteration 9F: 3 clusters Score -1546280 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1546827.375000 Penalty: 4554.803711
	Iteration 10F: 3 clusters Score -1546827 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1547328.500000 Penalty: 4554.803711
	Iteration 11F: 3 clusters Score -1547328 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1547682.500000 Penalty: 4554.803711
	Iteration 12Q: 3 clusters Score -1547682 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1547888.625000 Penalty: 4554.803711
	Iteration 13Q: 3 clusters Score -1547889 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1548006.625000 Penalty: 4554.803711
	Iteration 14Q: 3 clusters Score -1548007 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1548060.625000 Penalty: 4554.803711
	Iteration 15Q: 3 clusters Score -1548061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1548097.250000 Penalty: 4554.803711
	Iteration 16Q: 3 clusters Score -1548097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1548119.125000 Penalty: 4554.803711
	Iteration 17Q: 3 clusters Score -1548119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1548129.875000 Penalty: 4554.803711
	Iteration 18Q: 3 clusters Score -1548130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1548135.250000 Penalty: 4554.803711
	Iteration 19Q: 3 clusters Score -1548135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1548140.875000 Penalty: 4554.803711
	Iteration 20F: 3 clusters Score -1548141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1548142.625000 Penalty: 4554.803711
	Iteration 21Q: 3 clusters Score -1548143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1548145.000000 Penalty: 4554.803711
	Iteration 22Q: 3 clusters Score -1548145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1548149.500000 Penalty: 4554.803711
	Iteration 23Q: 3 clusters Score -1548150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1548148.000000 Penalty: 4554.803711
	Iteration 24Q: 3 clusters Score -1548148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1548151.250000 Penalty: 4554.803711
	Iteration 25Q: 3 clusters Score -1548151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1548149.000000 Penalty: 4554.803711
	Iteration 26Q: 3 clusters Score -1548149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1548152.500000 Penalty: 4554.803711
	Iteration 27Q: 3 clusters Score -1548152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1548152.500000 Penalty: 4554.803711
	Iteration 28F: 3 clusters Score -1548152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Entering Unmasked Estep 
Score: -4354645.000000 Penalty: 2534.797852
	Iteration 0F: 2 clusters Score -4354645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4335593.000000 Penalty: 5069.595703
	Iteration 0F: 3 clusters Score -4335593 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4342279.000000 Penalty: 5069.595703
	Iteration 1F: 3 clusters Score -4342279 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4342703.000000 Penalty: 5069.595703
	Iteration 2Q: 3 clusters Score -4342703 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -4343117.500000 Penalty: 5069.595703
	Iteration 3Q: 3 clusters Score -4343118 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4343498.500000 Penalty: 5069.595703
	Iteration 4Q: 3 clusters Score -4343498 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4343896.000000 Penalty: 5069.595703
	Iteration 5Q: 3 clusters Score -4343896 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -4344271.500000 Penalty: 5069.595703
	Iteration 6Q: 3 clusters Score -4344272 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -4344730.000000 Penalty: 5069.595703
	Iteration 7Q: 3 clusters Score -4344730 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -4345308.000000 Penalty: 5069.595703
	Iteration 8Q: 3 clusters Score -4345308 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4345986.000000 Penalty: 5069.595703
	Iteration 9Q: 3 clusters Score -4345986 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4346947.500000 Penalty: 5069.595703
	Iteration 10Q: 3 clusters Score -4346948 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -4348139.500000 Penalty: 5069.595703
	Iteration 11F: 3 clusters Score -4348140 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4349326.500000 Penalty: 5069.595703
	Iteration 12Q: 3 clusters Score -4349326 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4350211.000000 Penalty: 5069.595703
	Iteration 13Q: 3 clusters Score -4350211 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4350761.000000 Penalty: 5069.595703
	Iteration 14Q: 3 clusters Score -4350761 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4351075.000000 Penalty: 5069.595703
	Iteration 15Q: 3 clusters Score -4351075 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -4351263.500000 Penalty: 5069.595703
	Iteration 16Q: 3 clusters Score -4351264 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -4351362.500000 Penalty: 5069.595703
	Iteration 17Q: 3 clusters Score -4351362 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4351492.000000 Penalty: 5069.595703
	Iteration 18Q: 3 clusters Score -4351492 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4351580.500000 Penalty: 5069.595703
	Iteration 19Q: 3 clusters Score -4351580 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -4351687.500000 Penalty: 5069.595703
	Iteration 20F: 3 clusters Score -4351688 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4351784.500000 Penalty: 5069.595703
	Iteration 21Q: 3 clusters Score -4351784 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -4351873.000000 Penalty: 5069.595703
	Iteration 22Q: 3 clusters Score -4351873 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -4351993.500000 Penalty: 5069.595703
	Iteration 23Q: 3 clusters Score -4351994 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -4352086.000000 Penalty: 5069.595703
	Iteration 24Q: 3 clusters Score -4352086 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4352184.500000 Penalty: 5069.595703
	Iteration 25Q: 3 clusters Score -4352184 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -4352285.500000 Penalty: 5069.595703
	Iteration 26Q: 3 clusters Score -4352286 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -4352403.500000 Penalty: 5069.595703
	Iteration 27Q: 3 clusters Score -4352404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -4352512.500000 Penalty: 5069.595703
	Iteration 28Q: 3 clusters Score -4352512 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4352603.500000 Penalty: 5069.595703
	Iteration 29Q: 3 clusters Score -4352604 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4352671.000000 Penalty: 5069.595703
	Iteration 30Q: 3 clusters Score -4352671 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -4352722.500000 Penalty: 5069.595703
	Iteration 31Q: 3 clusters Score -4352722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -4352758.500000 Penalty: 5069.595703
	Iteration 32Q: 3 clusters Score -4352758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4352781.000000 Penalty: 5069.595703
	Iteration 33Q: 3 clusters Score -4352781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -4352813.500000 Penalty: 5069.595703
	Iteration 34Q: 3 clusters Score -4352814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -4352831.500000 Penalty: 5069.595703
	Iteration 35Q: 3 clusters Score -4352832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -4352847.500000 Penalty: 5069.595703
	Iteration 36Q: 3 clusters Score -4352848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -4352843.000000 Penalty: 5069.595703
	Iteration 37Q: 3 clusters Score -4352843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -4352858.500000 Penalty: 5069.595703
	Iteration 38Q: 3 clusters Score -4352858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4352863.000000 Penalty: 5069.595703
	Iteration 39Q: 3 clusters Score -4352863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4352864.500000 Penalty: 5069.595703
	Iteration 40F: 3 clusters Score -4352864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4352871.000000 Penalty: 5069.595703
	Iteration 41Q: 3 clusters Score -4352871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4352872.500000 Penalty: 5069.595703
	Iteration 42Q: 3 clusters Score -4352872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4352879.500000 Penalty: 5069.595703
	Iteration 43Q: 3 clusters Score -4352880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -4352882.000000 Penalty: 5069.595703
	Iteration 44Q: 3 clusters Score -4352882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4352882.500000 Penalty: 5069.595703
	Iteration 45Q: 3 clusters Score -4352882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4352882.000000 Penalty: 5069.595703
	Iteration 46Q: 3 clusters Score -4352882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4352885.500000 Penalty: 5069.595703
	Iteration 47Q: 3 clusters Score -4352886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -4352882.500000 Penalty: 5069.595703
	Iteration 48Q: 3 clusters Score -4352882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -4352886.000000 Penalty: 5069.595703
	Iteration 49Q: 3 clusters Score -4352886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -4352886.500000 Penalty: 5069.595703
	Iteration 50Q: 3 clusters Score -4352886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4352884.000000 Penalty: 5069.595703
	Iteration 51Q: 3 clusters Score -4352884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4352884.000000 Penalty: 5069.595703
	Iteration 52Q: 3 clusters Score -4352884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4352883.000000 Penalty: 5069.595703
	Iteration 53Q: 3 clusters Score -4352883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -4352883.000000 Penalty: 5069.595703
	Iteration 54Q: 3 clusters Score -4352883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -4352883.000000 Penalty: 5069.595703
	Iteration 55F: 3 clusters Score -4352883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1463499.250000 Penalty: 2268.766602
	Iteration 0F: 2 clusters Score -1463499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1456137.625000 Penalty: 4537.533203
	Iteration 0F: 3 clusters Score -1456138 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1458279.250000 Penalty: 4537.533203
	Iteration 1F: 3 clusters Score -1458279 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1458592.750000 Penalty: 4537.533203
	Iteration 2F: 3 clusters Score -1458593 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1458794.625000 Penalty: 4537.533203
	Iteration 3Q: 3 clusters Score -1458795 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1458962.625000 Penalty: 4537.533203
	Iteration 4Q: 3 clusters Score -1458963 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1459127.500000 Penalty: 4537.533203
	Iteration 5Q: 3 clusters Score -1459128 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1459288.500000 Penalty: 4537.533203
	Iteration 6Q: 3 clusters Score -1459288 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1459475.750000 Penalty: 4537.533203
	Iteration 7Q: 3 clusters Score -1459476 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1459660.750000 Penalty: 4537.533203
	Iteration 8Q: 3 clusters Score -1459661 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1459904.625000 Penalty: 4537.533203
	Iteration 9Q: 3 clusters Score -1459905 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1460186.500000 Penalty: 4537.533203
	Iteration 10Q: 3 clusters Score -1460186 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1460488.750000 Penalty: 4537.533203
	Iteration 11Q: 3 clusters Score -1460489 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1460761.875000 Penalty: 4537.533203
	Iteration 12Q: 3 clusters Score -1460762 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1460987.750000 Penalty: 4537.533203
	Iteration 13Q: 3 clusters Score -1460988 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1461133.250000 Penalty: 4537.533203
	Iteration 14Q: 3 clusters Score -1461133 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1461253.000000 Penalty: 4537.533203
	Iteration 15Q: 3 clusters Score -1461253 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1461334.000000 Penalty: 4537.533203
	Iteration 16Q: 3 clusters Score -1461334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1461393.625000 Penalty: 4537.533203
	Iteration 17Q: 3 clusters Score -1461394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1461444.750000 Penalty: 4537.533203
	Iteration 18Q: 3 clusters Score -1461445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1461485.000000 Penalty: 4537.533203
	Iteration 19Q: 3 clusters Score -1461485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1461516.500000 Penalty: 4537.533203
	Iteration 20F: 3 clusters Score -1461516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1461529.625000 Penalty: 4537.533203
	Iteration 21Q: 3 clusters Score -1461530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1461542.500000 Penalty: 4537.533203
	Iteration 22Q: 3 clusters Score -1461542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1461556.500000 Penalty: 4537.533203
	Iteration 23Q: 3 clusters Score -1461556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1461562.000000 Penalty: 4537.533203
	Iteration 24Q: 3 clusters Score -1461562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1461568.250000 Penalty: 4537.533203
	Iteration 25Q: 3 clusters Score -1461568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1461574.000000 Penalty: 4537.533203
	Iteration 26Q: 3 clusters Score -1461574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1461579.250000 Penalty: 4537.533203
	Iteration 27Q: 3 clusters Score -1461579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1461579.125000 Penalty: 4537.533203
	Iteration 28Q: 3 clusters Score -1461579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1461579.875000 Penalty: 4537.533203
	Iteration 29Q: 3 clusters Score -1461580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1461579.875000 Penalty: 4537.533203
	Iteration 30F: 3 clusters Score -1461580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (123778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123778 members 
Entering Unmasked Estep 
Score: -19462250.000000 Penalty: 2908.108643
	Iteration 0F: 2 clusters Score -1.946225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -19383660.000000 Penalty: 5816.217285
	Iteration 0F: 3 clusters Score -1.938366e+07 nChanged 58754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -19418162.000000 Penalty: 5816.217285
	Iteration 1F: 3 clusters Score -1.941816e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -19419820.000000 Penalty: 5816.217285
	Iteration 2Q: 3 clusters Score -1.941982e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -19422056.000000 Penalty: 5816.217285
	Iteration 3Q: 3 clusters Score -1.942206e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -19425254.000000 Penalty: 5816.217285
	Iteration 4Q: 3 clusters Score -1.942525e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -19429634.000000 Penalty: 5816.217285
	Iteration 5F: 3 clusters Score -1.942963e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -19435000.000000 Penalty: 5816.217285
	Iteration 6F: 3 clusters Score -1.9435e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -19440450.000000 Penalty: 5816.217285
	Iteration 7F: 3 clusters Score -1.944045e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -19444638.000000 Penalty: 5816.217285
	Iteration 8F: 3 clusters Score -1.944464e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -19447074.000000 Penalty: 5816.217285
	Iteration 9Q: 3 clusters Score -1.944707e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -19448092.000000 Penalty: 5816.217285
	Iteration 10Q: 3 clusters Score -1.944809e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -19448456.000000 Penalty: 5816.217285
	Iteration 11Q: 3 clusters Score -1.944846e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -19448722.000000 Penalty: 5816.217285
	Iteration 12Q: 3 clusters Score -1.944872e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -19448936.000000 Penalty: 5816.217285
	Iteration 13Q: 3 clusters Score -1.944894e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -19449136.000000 Penalty: 5816.217285
	Iteration 14Q: 3 clusters Score -1.944914e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -19449346.000000 Penalty: 5816.217285
	Iteration 15Q: 3 clusters Score -1.944935e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -19449520.000000 Penalty: 5816.217285
	Iteration 16Q: 3 clusters Score -1.944952e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86644 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -19449702.000000 Penalty: 5816.217285
	Iteration 17Q: 3 clusters Score -1.94497e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -19449954.000000 Penalty: 5816.217285
	Iteration 18Q: 3 clusters Score -1.944995e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -19450268.000000 Penalty: 5816.217285
	Iteration 19Q: 3 clusters Score -1.945027e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -19450518.000000 Penalty: 5816.217285
	Iteration 20F: 3 clusters Score -1.945052e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -19450886.000000 Penalty: 5816.217285
	Iteration 21Q: 3 clusters Score -1.945089e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -19451262.000000 Penalty: 5816.217285
	Iteration 22Q: 3 clusters Score -1.945126e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -19451744.000000 Penalty: 5816.217285
	Iteration 23Q: 3 clusters Score -1.945174e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -19452156.000000 Penalty: 5816.217285
	Iteration 24Q: 3 clusters Score -1.945216e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -19452506.000000 Penalty: 5816.217285
	Iteration 25Q: 3 clusters Score -1.945251e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -19452834.000000 Penalty: 5816.217285
	Iteration 26Q: 3 clusters Score -1.945283e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101390 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -19453114.000000 Penalty: 5816.217285
	Iteration 27Q: 3 clusters Score -1.945311e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102783 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -19453410.000000 Penalty: 5816.217285
	Iteration 28Q: 3 clusters Score -1.945341e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -19453804.000000 Penalty: 5816.217285
	Iteration 29Q: 3 clusters Score -1.94538e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -19454222.000000 Penalty: 5816.217285
	Iteration 30Q: 3 clusters Score -1.945422e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -19454482.000000 Penalty: 5816.217285
	Iteration 31Q: 3 clusters Score -1.945448e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -19454740.000000 Penalty: 5816.217285
	Iteration 32Q: 3 clusters Score -1.945474e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108925 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -19455070.000000 Penalty: 5816.217285
	Iteration 33Q: 3 clusters Score -1.945507e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -19455374.000000 Penalty: 5816.217285
	Iteration 34Q: 3 clusters Score -1.945537e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -19455738.000000 Penalty: 5816.217285
	Iteration 35Q: 3 clusters Score -1.945574e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111852 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -19455976.000000 Penalty: 5816.217285
	Iteration 36Q: 3 clusters Score -1.945598e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112755 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -19456166.000000 Penalty: 5816.217285
	Iteration 37Q: 3 clusters Score -1.945617e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -19456310.000000 Penalty: 5816.217285
	Iteration 38Q: 3 clusters Score -1.945631e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -19456488.000000 Penalty: 5816.217285
	Iteration 39Q: 3 clusters Score -1.945649e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115218 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -19456680.000000 Penalty: 5816.217285
	Iteration 40F: 3 clusters Score -1.945668e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115894 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -19456790.000000 Penalty: 5816.217285
	Iteration 41Q: 3 clusters Score -1.945679e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -19456992.000000 Penalty: 5816.217285
	Iteration 42Q: 3 clusters Score -1.945699e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -19457164.000000 Penalty: 5816.217285
	Iteration 43Q: 3 clusters Score -1.945716e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117645 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -19457354.000000 Penalty: 5816.217285
	Iteration 44Q: 3 clusters Score -1.945735e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118165 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -19457642.000000 Penalty: 5816.217285
	Iteration 45Q: 3 clusters Score -1.945764e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118667 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -19457810.000000 Penalty: 5816.217285
	Iteration 46Q: 3 clusters Score -1.945781e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119126 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -19458028.000000 Penalty: 5816.217285
	Iteration 47Q: 3 clusters Score -1.945803e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119565 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -19458174.000000 Penalty: 5816.217285
	Iteration 48Q: 3 clusters Score -1.945817e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119991 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -19458386.000000 Penalty: 5816.217285
	Iteration 49Q: 3 clusters Score -1.945839e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120349 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -19458576.000000 Penalty: 5816.217285
	Iteration 50Q: 3 clusters Score -1.945858e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -19458728.000000 Penalty: 5816.217285
	Iteration 51Q: 3 clusters Score -1.945873e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -19458790.000000 Penalty: 5816.217285
	Iteration 52Q: 3 clusters Score -1.945879e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121136 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19458860.000000 Penalty: 5816.217285
	Iteration 53Q: 3 clusters Score -1.945886e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121321 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -19458918.000000 Penalty: 5816.217285
	Iteration 54Q: 3 clusters Score -1.945892e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121485 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -19459026.000000 Penalty: 5816.217285
	Iteration 55Q: 3 clusters Score -1.945903e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121618 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -19459136.000000 Penalty: 5816.217285
	Iteration 56Q: 3 clusters Score -1.945914e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121723 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -19459188.000000 Penalty: 5816.217285
	Iteration 57Q: 3 clusters Score -1.945919e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -19459258.000000 Penalty: 5816.217285
	Iteration 58Q: 3 clusters Score -1.945926e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121892 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -19459284.000000 Penalty: 5816.217285
	Iteration 59Q: 3 clusters Score -1.945928e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -19459320.000000 Penalty: 5816.217285
	Iteration 60F: 3 clusters Score -1.945932e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122020 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -19459320.000000 Penalty: 5816.217285
	Iteration 61Q: 3 clusters Score -1.945932e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122078 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19459364.000000 Penalty: 5816.217285
	Iteration 62Q: 3 clusters Score -1.945936e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122139 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -19459336.000000 Penalty: 5816.217285
	Iteration 63Q: 3 clusters Score -1.945934e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122180 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -19459334.000000 Penalty: 5816.217285
	Iteration 64Q: 3 clusters Score -1.945933e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122229 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -19459366.000000 Penalty: 5816.217285
	Iteration 65Q: 3 clusters Score -1.945937e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -19459396.000000 Penalty: 5816.217285
	Iteration 66Q: 3 clusters Score -1.94594e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122292 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -19459432.000000 Penalty: 5816.217285
	Iteration 67Q: 3 clusters Score -1.945943e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122330 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -19459436.000000 Penalty: 5816.217285
	Iteration 68Q: 3 clusters Score -1.945944e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -19459458.000000 Penalty: 5816.217285
	Iteration 69Q: 3 clusters Score -1.945946e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122395 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19459470.000000 Penalty: 5816.217285
	Iteration 70Q: 3 clusters Score -1.945947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122418 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19459502.000000 Penalty: 5816.217285
	Iteration 71Q: 3 clusters Score -1.94595e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122450 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -19459494.000000 Penalty: 5816.217285
	Iteration 72Q: 3 clusters Score -1.945949e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -19459514.000000 Penalty: 5816.217285
	Iteration 73Q: 3 clusters Score -1.945951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122494 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19459542.000000 Penalty: 5816.217285
	Iteration 74Q: 3 clusters Score -1.945954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19459556.000000 Penalty: 5816.217285
	Iteration 75Q: 3 clusters Score -1.945956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19459580.000000 Penalty: 5816.217285
	Iteration 76Q: 3 clusters Score -1.945958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122541 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19459592.000000 Penalty: 5816.217285
	Iteration 77Q: 3 clusters Score -1.945959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122549 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19459618.000000 Penalty: 5816.217285
	Iteration 78Q: 3 clusters Score -1.945962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122560 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -19459608.000000 Penalty: 5816.217285
	Iteration 79Q: 3 clusters Score -1.945961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19459622.000000 Penalty: 5816.217285
	Iteration 80F: 3 clusters Score -1.945962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19459626.000000 Penalty: 5816.217285
	Iteration 81Q: 3 clusters Score -1.945963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122577 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -19459632.000000 Penalty: 5816.217285
	Iteration 82Q: 3 clusters Score -1.945963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19459624.000000 Penalty: 5816.217285
	Iteration 83Q: 3 clusters Score -1.945962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122576 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19459624.000000 Penalty: 5816.217285
	Iteration 84Q: 3 clusters Score -1.945962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122576 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19459628.000000 Penalty: 5816.217285
	Iteration 85Q: 3 clusters Score -1.945963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122578 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -19459626.000000 Penalty: 5816.217285
	Iteration 86Q: 3 clusters Score -1.945963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122579 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19459630.000000 Penalty: 5816.217285
	Iteration 87Q: 3 clusters Score -1.945963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122579 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -19459630.000000 Penalty: 5816.217285
	Iteration 88F: 3 clusters Score -1.945963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -258220.609375 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -258220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -255781.437500 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -255781.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -256201.546875 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -256201.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -256299.156250 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -256299.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -256348.031250 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -256348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -256378.484375 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -256378.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -256392.937500 Penalty: 3694.951172
	Iteration 5Q: 3 clusters Score -256392.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -256407.734375 Penalty: 3694.951172
	Iteration 6Q: 3 clusters Score -256407.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -256419.843750 Penalty: 3694.951172
	Iteration 7Q: 3 clusters Score -256419.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -256427.031250 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -256427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -256431.890625 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -256431.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -256437.062500 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -256437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -256442.703125 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -256442.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -256445.765625 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -256445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -256447.687500 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -256447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256448.171875 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -256448.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -256448.171875 Penalty: 3694.951172
	Iteration 15F: 3 clusters Score -256448.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -61401.140625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -61401.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59953.132812 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -59953.13 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60148.339844 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -60148.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60204.613281 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -60204.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60224.136719 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -60224.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60245.023438 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -60245.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60265.910156 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -60265.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60297.390625 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -60297.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -60320.785156 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -60320.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -60340.460938 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -60340.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60357.667969 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -60357.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60370.351562 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -60370.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60387.906250 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -60387.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60403.601562 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -60403.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60409.539062 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -60409.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60409.539062 Penalty: 3020.166260
	Iteration 14F: 3 clusters Score -60409.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -2006847.375000 Penalty: 2350.600342
	Iteration 0F: 2 clusters Score -2006847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1997241.750000 Penalty: 4701.200684
	Iteration 0F: 3 clusters Score -1997242 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2000758.875000 Penalty: 4701.200684
	Iteration 1F: 3 clusters Score -2000759 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2001577.875000 Penalty: 4701.200684
	Iteration 2F: 3 clusters Score -2001578 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2002393.000000 Penalty: 4701.200684
	Iteration 3F: 3 clusters Score -2002393 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2003179.125000 Penalty: 4701.200684
	Iteration 4F: 3 clusters Score -2003179 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2003836.625000 Penalty: 4701.200684
	Iteration 5F: 3 clusters Score -2003837 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2004346.625000 Penalty: 4701.200684
	Iteration 6F: 3 clusters Score -2004347 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2004711.000000 Penalty: 4701.200684
	Iteration 7Q: 3 clusters Score -2004711 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2004970.375000 Penalty: 4701.200684
	Iteration 8Q: 3 clusters Score -2004970 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2005162.875000 Penalty: 4701.200684
	Iteration 9Q: 3 clusters Score -2005163 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2005277.125000 Penalty: 4701.200684
	Iteration 10Q: 3 clusters Score -2005277 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2005365.375000 Penalty: 4701.200684
	Iteration 11Q: 3 clusters Score -2005365 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2005434.625000 Penalty: 4701.200684
	Iteration 12Q: 3 clusters Score -2005435 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2005486.875000 Penalty: 4701.200684
	Iteration 13Q: 3 clusters Score -2005487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2005526.250000 Penalty: 4701.200684
	Iteration 14Q: 3 clusters Score -2005526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2005557.125000 Penalty: 4701.200684
	Iteration 15Q: 3 clusters Score -2005557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2005592.750000 Penalty: 4701.200684
	Iteration 16Q: 3 clusters Score -2005593 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2005623.875000 Penalty: 4701.200684
	Iteration 17Q: 3 clusters Score -2005624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2005654.000000 Penalty: 4701.200684
	Iteration 18Q: 3 clusters Score -2005654 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2005683.625000 Penalty: 4701.200684
	Iteration 19Q: 3 clusters Score -2005684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2005703.750000 Penalty: 4701.200684
	Iteration 20F: 3 clusters Score -2005704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2005706.250000 Penalty: 4701.200684
	Iteration 21Q: 3 clusters Score -2005706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2005717.875000 Penalty: 4701.200684
	Iteration 22Q: 3 clusters Score -2005718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2005723.750000 Penalty: 4701.200684
	Iteration 23Q: 3 clusters Score -2005724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2005732.125000 Penalty: 4701.200684
	Iteration 24Q: 3 clusters Score -2005732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2005735.125000 Penalty: 4701.200684
	Iteration 25Q: 3 clusters Score -2005735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2005745.750000 Penalty: 4701.200684
	Iteration 26Q: 3 clusters Score -2005746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2005758.000000 Penalty: 4701.200684
	Iteration 27Q: 3 clusters Score -2005758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2005771.750000 Penalty: 4701.200684
	Iteration 28Q: 3 clusters Score -2005772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2005780.875000 Penalty: 4701.200684
	Iteration 29Q: 3 clusters Score -2005781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2005797.375000 Penalty: 4701.200684
	Iteration 30Q: 3 clusters Score -2005797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2005797.125000 Penalty: 4701.200684
	Iteration 31Q: 3 clusters Score -2005797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2005807.125000 Penalty: 4701.200684
	Iteration 32Q: 3 clusters Score -2005807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2005808.250000 Penalty: 4701.200684
	Iteration 33Q: 3 clusters Score -2005808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2005817.625000 Penalty: 4701.200684
	Iteration 34Q: 3 clusters Score -2005818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2005823.625000 Penalty: 4701.200684
	Iteration 35Q: 3 clusters Score -2005824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2005826.625000 Penalty: 4701.200684
	Iteration 36Q: 3 clusters Score -2005827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2005833.750000 Penalty: 4701.200684
	Iteration 37Q: 3 clusters Score -2005834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2005839.875000 Penalty: 4701.200684
	Iteration 38Q: 3 clusters Score -2005840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2005843.375000 Penalty: 4701.200684
	Iteration 39Q: 3 clusters Score -2005843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2005847.375000 Penalty: 4701.200684
	Iteration 40F: 3 clusters Score -2005847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2005851.625000 Penalty: 4701.200684
	Iteration 41Q: 3 clusters Score -2005852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2005853.000000 Penalty: 4701.200684
	Iteration 42Q: 3 clusters Score -2005853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2005855.250000 Penalty: 4701.200684
	Iteration 43Q: 3 clusters Score -2005855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2005855.125000 Penalty: 4701.200684
	Iteration 44Q: 3 clusters Score -2005855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2005859.625000 Penalty: 4701.200684
	Iteration 45Q: 3 clusters Score -2005860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2005865.500000 Penalty: 4701.200684
	Iteration 46Q: 3 clusters Score -2005866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2005871.625000 Penalty: 4701.200684
	Iteration 47Q: 3 clusters Score -2005872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2005864.000000 Penalty: 4701.200684
	Iteration 48Q: 3 clusters Score -2005864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2005868.625000 Penalty: 4701.200684
	Iteration 49Q: 3 clusters Score -2005869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2005868.250000 Penalty: 4701.200684
	Iteration 50Q: 3 clusters Score -2005868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2005871.375000 Penalty: 4701.200684
	Iteration 51Q: 3 clusters Score -2005871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2005873.000000 Penalty: 4701.200684
	Iteration 52Q: 3 clusters Score -2005873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2005873.875000 Penalty: 4701.200684
	Iteration 53Q: 3 clusters Score -2005874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2005873.875000 Penalty: 4701.200684
	Iteration 54Q: 3 clusters Score -2005874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2005874.000000 Penalty: 4701.200684
	Iteration 55Q: 3 clusters Score -2005874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2005872.875000 Penalty: 4701.200684
	Iteration 56Q: 3 clusters Score -2005873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2005871.875000 Penalty: 4701.200684
	Iteration 57Q: 3 clusters Score -2005872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2005874.000000 Penalty: 4701.200684
	Iteration 58Q: 3 clusters Score -2005874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2005872.000000 Penalty: 4701.200684
	Iteration 59Q: 3 clusters Score -2005872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2005872.500000 Penalty: 4701.200684
	Iteration 60F: 3 clusters Score -2005872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2005875.250000 Penalty: 4701.200684
	Iteration 61Q: 3 clusters Score -2005875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2005874.875000 Penalty: 4701.200684
	Iteration 62Q: 3 clusters Score -2005875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2005875.875000 Penalty: 4701.200684
	Iteration 63Q: 3 clusters Score -2005876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2005875.125000 Penalty: 4701.200684
	Iteration 64Q: 3 clusters Score -2005875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2005872.625000 Penalty: 4701.200684
	Iteration 65Q: 3 clusters Score -2005873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2005875.500000 Penalty: 4701.200684
	Iteration 66Q: 3 clusters Score -2005876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2005875.375000 Penalty: 4701.200684
	Iteration 67Q: 3 clusters Score -2005875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2005878.000000 Penalty: 4701.200684
	Iteration 68Q: 3 clusters Score -2005878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2005877.500000 Penalty: 4701.200684
	Iteration 69Q: 3 clusters Score -2005878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2005877.500000 Penalty: 4701.200684
	Iteration 70F: 3 clusters Score -2005878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -57741.402344 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56312.929688 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -56312.93 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56436.136719 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56436.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56495.843750 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -56495.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56515.296875 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -56515.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56543.199219 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -56543.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56567.625000 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -56567.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56572.058594 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -56572.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56572.789062 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -56572.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56572.789062 Penalty: 3025.758301
	Iteration 8F: 3 clusters Score -56572.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -4409263.500000 Penalty: 2544.412354
	Iteration 0F: 2 clusters Score -4409264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4389520.000000 Penalty: 5088.824707
	Iteration 0F: 3 clusters Score -4389520 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4396386.000000 Penalty: 5088.824707
	Iteration 1F: 3 clusters Score -4396386 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -4396834.500000 Penalty: 5088.824707
	Iteration 2Q: 3 clusters Score -4396834 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4397207.500000 Penalty: 5088.824707
	Iteration 3Q: 3 clusters Score -4397208 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4397532.000000 Penalty: 5088.824707
	Iteration 4Q: 3 clusters Score -4397532 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -4397885.500000 Penalty: 5088.824707
	Iteration 5Q: 3 clusters Score -4397886 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -4398267.000000 Penalty: 5088.824707
	Iteration 6Q: 3 clusters Score -4398267 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -4398760.000000 Penalty: 5088.824707
	Iteration 7Q: 3 clusters Score -4398760 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -4399412.500000 Penalty: 5088.824707
	Iteration 8Q: 3 clusters Score -4399412 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4400378.000000 Penalty: 5088.824707
	Iteration 9F: 3 clusters Score -4400378 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4401715.500000 Penalty: 5088.824707
	Iteration 10F: 3 clusters Score -4401716 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4403343.500000 Penalty: 5088.824707
	Iteration 11F: 3 clusters Score -4403344 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4404892.500000 Penalty: 5088.824707
	Iteration 12F: 3 clusters Score -4404892 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4405916.000000 Penalty: 5088.824707
	Iteration 13Q: 3 clusters Score -4405916 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4406491.000000 Penalty: 5088.824707
	Iteration 14Q: 3 clusters Score -4406491 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4406750.500000 Penalty: 5088.824707
	Iteration 15Q: 3 clusters Score -4406750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4406868.000000 Penalty: 5088.824707
	Iteration 16Q: 3 clusters Score -4406868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4406955.500000 Penalty: 5088.824707
	Iteration 17Q: 3 clusters Score -4406956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4406990.000000 Penalty: 5088.824707
	Iteration 18Q: 3 clusters Score -4406990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4407010.000000 Penalty: 5088.824707
	Iteration 19Q: 3 clusters Score -4407010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4407015.000000 Penalty: 5088.824707
	Iteration 20F: 3 clusters Score -4407015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4407022.000000 Penalty: 5088.824707
	Iteration 21Q: 3 clusters Score -4407022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4407039.500000 Penalty: 5088.824707
	Iteration 22Q: 3 clusters Score -4407040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4407048.000000 Penalty: 5088.824707
	Iteration 23Q: 3 clusters Score -4407048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4407055.500000 Penalty: 5088.824707
	Iteration 24Q: 3 clusters Score -4407056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4407065.500000 Penalty: 5088.824707
	Iteration 25Q: 3 clusters Score -4407066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4407071.000000 Penalty: 5088.824707
	Iteration 26Q: 3 clusters Score -4407071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4407071.000000 Penalty: 5088.824707
	Iteration 27F: 3 clusters Score -4407071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Entering Unmasked Estep 
Score: -965976.750000 Penalty: 2172.708984
	Iteration 0F: 2 clusters Score -965976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -960576.312500 Penalty: 4345.417969
	Iteration 0F: 3 clusters Score -960576.3 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -962007.250000 Penalty: 4345.417969
	Iteration 1F: 3 clusters Score -962007.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -962301.750000 Penalty: 4345.417969
	Iteration 2F: 3 clusters Score -962301.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -962511.000000 Penalty: 4345.417969
	Iteration 3F: 3 clusters Score -962511 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -962687.687500 Penalty: 4345.417969
	Iteration 4Q: 3 clusters Score -962687.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -962857.375000 Penalty: 4345.417969
	Iteration 5Q: 3 clusters Score -962857.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -963016.312500 Penalty: 4345.417969
	Iteration 6Q: 3 clusters Score -963016.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -963169.875000 Penalty: 4345.417969
	Iteration 7Q: 3 clusters Score -963169.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -963326.312500 Penalty: 4345.417969
	Iteration 8Q: 3 clusters Score -963326.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -963465.500000 Penalty: 4345.417969
	Iteration 9Q: 3 clusters Score -963465.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -963610.000000 Penalty: 4345.417969
	Iteration 10Q: 3 clusters Score -963610 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -963730.125000 Penalty: 4345.417969
	Iteration 11Q: 3 clusters Score -963730.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -963837.812500 Penalty: 4345.417969
	Iteration 12Q: 3 clusters Score -963837.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -963916.187500 Penalty: 4345.417969
	Iteration 13Q: 3 clusters Score -963916.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -964007.500000 Penalty: 4345.417969
	Iteration 14Q: 3 clusters Score -964007.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -964086.875000 Penalty: 4345.417969
	Iteration 15Q: 3 clusters Score -964086.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -964143.937500 Penalty: 4345.417969
	Iteration 16Q: 3 clusters Score -964143.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -964181.062500 Penalty: 4345.417969
	Iteration 17Q: 3 clusters Score -964181.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -964210.125000 Penalty: 4345.417969
	Iteration 18Q: 3 clusters Score -964210.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -964231.250000 Penalty: 4345.417969
	Iteration 19Q: 3 clusters Score -964231.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -964240.625000 Penalty: 4345.417969
	Iteration 20F: 3 clusters Score -964240.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -964260.125000 Penalty: 4345.417969
	Iteration 21Q: 3 clusters Score -964260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -964269.312500 Penalty: 4345.417969
	Iteration 22Q: 3 clusters Score -964269.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -964280.812500 Penalty: 4345.417969
	Iteration 23Q: 3 clusters Score -964280.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -964284.937500 Penalty: 4345.417969
	Iteration 24Q: 3 clusters Score -964284.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -964296.000000 Penalty: 4345.417969
	Iteration 25Q: 3 clusters Score -964296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -964303.125000 Penalty: 4345.417969
	Iteration 26Q: 3 clusters Score -964303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -964305.125000 Penalty: 4345.417969
	Iteration 27Q: 3 clusters Score -964305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -964306.750000 Penalty: 4345.417969
	Iteration 28Q: 3 clusters Score -964306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -964309.625000 Penalty: 4345.417969
	Iteration 29Q: 3 clusters Score -964309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -964311.312500 Penalty: 4345.417969
	Iteration 30Q: 3 clusters Score -964311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -964311.312500 Penalty: 4345.417969
	Iteration 31Q: 3 clusters Score -964311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -964311.312500 Penalty: 4345.417969
	Iteration 32F: 3 clusters Score -964311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -415499.375000 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -415499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -412368.437500 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -412368.4 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -413020.718750 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -413020.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -413217.718750 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -413217.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -413315.312500 Penalty: 3939.411621
	Iteration 3F: 3 clusters Score -413315.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -413389.593750 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -413389.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -413482.437500 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -413482.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -413606.593750 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -413606.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -413821.343750 Penalty: 3939.411621
	Iteration 7F: 3 clusters Score -413821.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -414084.312500 Penalty: 3939.411621
	Iteration 8F: 3 clusters Score -414084.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -414344.406250 Penalty: 3939.411621
	Iteration 9F: 3 clusters Score -414344.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -414517.437500 Penalty: 3939.411621
	Iteration 10F: 3 clusters Score -414517.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -414646.937500 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -414646.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -414719.156250 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -414719.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -414771.750000 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -414771.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -414818.562500 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -414818.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -414846.437500 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -414846.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -414883.843750 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -414883.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -414912.156250 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -414912.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -414929.593750 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -414929.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -414956.531250 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -414956.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -414985.843750 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -414985.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -415021.562500 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -415021.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -415057.062500 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -415057.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -415094.000000 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -415094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -415122.437500 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -415122.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -415136.937500 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -415136.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -415144.625000 Penalty: 3939.411621
	Iteration 26Q: 3 clusters Score -415144.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -415151.906250 Penalty: 3939.411621
	Iteration 27Q: 3 clusters Score -415151.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -415156.281250 Penalty: 3939.411621
	Iteration 28Q: 3 clusters Score -415156.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -415159.843750 Penalty: 3939.411621
	Iteration 29Q: 3 clusters Score -415159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -415163.062500 Penalty: 3939.411621
	Iteration 30Q: 3 clusters Score -415163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -415164.156250 Penalty: 3939.411621
	Iteration 31Q: 3 clusters Score -415164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -415164.437500 Penalty: 3939.411621
	Iteration 32Q: 3 clusters Score -415164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -415164.281250 Penalty: 3939.411621
	Iteration 33Q: 3 clusters Score -415164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -415164.656250 Penalty: 3939.411621
	Iteration 34Q: 3 clusters Score -415164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -415165.000000 Penalty: 3939.411621
	Iteration 35Q: 3 clusters Score -415165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -415165.031250 Penalty: 3939.411621
	Iteration 36Q: 3 clusters Score -415165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -415165.531250 Penalty: 3939.411621
	Iteration 37Q: 3 clusters Score -415165.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -415166.187500 Penalty: 3939.411621
	Iteration 38Q: 3 clusters Score -415166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -415166.375000 Penalty: 3939.411621
	Iteration 39Q: 3 clusters Score -415166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -415166.375000 Penalty: 3939.411621
	Iteration 40F: 3 clusters Score -415166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -284017.593750 Penalty: 1858.342651
	Iteration 0F: 2 clusters Score -284017.6 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 913 members 
Entering Unmasked Estep 
Score: -281533.750000 Penalty: 3716.685303
	Iteration 0F: 3 clusters Score -281533.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -281978.312500 Penalty: 3716.685303
	Iteration 1F: 3 clusters Score -281978.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -282081.906250 Penalty: 3716.685303
	Iteration 2F: 3 clusters Score -282081.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -282123.593750 Penalty: 3716.685303
	Iteration 3Q: 3 clusters Score -282123.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282148.593750 Penalty: 3716.685303
	Iteration 4Q: 3 clusters Score -282148.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -282166.375000 Penalty: 3716.685303
	Iteration 5Q: 3 clusters Score -282166.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -282180.125000 Penalty: 3716.685303
	Iteration 6Q: 3 clusters Score -282180.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -282190.781250 Penalty: 3716.685303
	Iteration 7Q: 3 clusters Score -282190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -282196.875000 Penalty: 3716.685303
	Iteration 8Q: 3 clusters Score -282196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -282202.187500 Penalty: 3716.685303
	Iteration 9Q: 3 clusters Score -282202.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -282209.937500 Penalty: 3716.685303
	Iteration 10Q: 3 clusters Score -282209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -282210.625000 Penalty: 3716.685303
	Iteration 11Q: 3 clusters Score -282210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -282211.562500 Penalty: 3716.685303
	Iteration 12Q: 3 clusters Score -282211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -282213.156250 Penalty: 3716.685303
	Iteration 13Q: 3 clusters Score -282213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -282215.500000 Penalty: 3716.685303
	Iteration 14Q: 3 clusters Score -282215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -282216.562500 Penalty: 3716.685303
	Iteration 15Q: 3 clusters Score -282216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -282217.531250 Penalty: 3716.685303
	Iteration 16Q: 3 clusters Score -282217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282217.687500 Penalty: 3716.685303
	Iteration 17Q: 3 clusters Score -282217.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282217.687500 Penalty: 3716.685303
	Iteration 18F: 3 clusters Score -282217.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Entering Unmasked Estep 
Score: -3051356.750000 Penalty: 2450.268799
	Iteration 0F: 2 clusters Score -3051357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3037508.500000 Penalty: 4900.537598
	Iteration 0F: 3 clusters Score -3037508 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3042174.500000 Penalty: 4900.537598
	Iteration 1F: 3 clusters Score -3042174 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3042718.500000 Penalty: 4900.537598
	Iteration 2F: 3 clusters Score -3042718 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3043174.500000 Penalty: 4900.537598
	Iteration 3F: 3 clusters Score -3043174 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3043680.500000 Penalty: 4900.537598
	Iteration 4F: 3 clusters Score -3043680 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3044237.000000 Penalty: 4900.537598
	Iteration 5F: 3 clusters Score -3044237 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3044975.750000 Penalty: 4900.537598
	Iteration 6F: 3 clusters Score -3044976 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3045992.500000 Penalty: 4900.537598
	Iteration 7F: 3 clusters Score -3045992 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -3047009.750000 Penalty: 4900.537598
	Iteration 8F: 3 clusters Score -3047010 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3047975.250000 Penalty: 4900.537598
	Iteration 9F: 3 clusters Score -3047975 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3048742.250000 Penalty: 4900.537598
	Iteration 10Q: 3 clusters Score -3048742 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3049390.250000 Penalty: 4900.537598
	Iteration 11Q: 3 clusters Score -3049390 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3049886.750000 Penalty: 4900.537598
	Iteration 12Q: 3 clusters Score -3049887 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3050171.000000 Penalty: 4900.537598
	Iteration 13Q: 3 clusters Score -3050171 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3050326.500000 Penalty: 4900.537598
	Iteration 14Q: 3 clusters Score -3050326 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3050410.000000 Penalty: 4900.537598
	Iteration 15Q: 3 clusters Score -3050410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3050442.250000 Penalty: 4900.537598
	Iteration 16Q: 3 clusters Score -3050442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3050455.500000 Penalty: 4900.537598
	Iteration 17Q: 3 clusters Score -3050456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3050472.500000 Penalty: 4900.537598
	Iteration 18Q: 3 clusters Score -3050472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3050490.750000 Penalty: 4900.537598
	Iteration 19Q: 3 clusters Score -3050491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3050493.750000 Penalty: 4900.537598
	Iteration 20F: 3 clusters Score -3050494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3050493.500000 Penalty: 4900.537598
	Iteration 21Q: 3 clusters Score -3050494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3050494.750000 Penalty: 4900.537598
	Iteration 22Q: 3 clusters Score -3050495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3050496.250000 Penalty: 4900.537598
	Iteration 23Q: 3 clusters Score -3050496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3050498.000000 Penalty: 4900.537598
	Iteration 24Q: 3 clusters Score -3050498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3050499.750000 Penalty: 4900.537598
	Iteration 25Q: 3 clusters Score -3050500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3050503.500000 Penalty: 4900.537598
	Iteration 26Q: 3 clusters Score -3050504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3050504.750000 Penalty: 4900.537598
	Iteration 27Q: 3 clusters Score -3050505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3050506.000000 Penalty: 4900.537598
	Iteration 28Q: 3 clusters Score -3050506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3050507.250000 Penalty: 4900.537598
	Iteration 29Q: 3 clusters Score -3050507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3050505.000000 Penalty: 4900.537598
	Iteration 30Q: 3 clusters Score -3050505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3050503.250000 Penalty: 4900.537598
	Iteration 31Q: 3 clusters Score -3050503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3050503.250000 Penalty: 4900.537598
	Iteration 32F: 3 clusters Score -3050503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Entering Unmasked Estep 
Score: -5355453.500000 Penalty: 2591.697754
	Iteration 0F: 2 clusters Score -5355454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -5331872.500000 Penalty: 5183.395508
	Iteration 0F: 3 clusters Score -5331872 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -5340294.000000 Penalty: 5183.395508
	Iteration 1F: 3 clusters Score -5340294 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5340760.500000 Penalty: 5183.395508
	Iteration 2Q: 3 clusters Score -5340760 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -5341258.000000 Penalty: 5183.395508
	Iteration 3Q: 3 clusters Score -5341258 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -5341716.500000 Penalty: 5183.395508
	Iteration 4Q: 3 clusters Score -5341716 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -5342242.000000 Penalty: 5183.395508
	Iteration 5Q: 3 clusters Score -5342242 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5342847.000000 Penalty: 5183.395508
	Iteration 6Q: 3 clusters Score -5342847 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -5343631.500000 Penalty: 5183.395508
	Iteration 7Q: 3 clusters Score -5343632 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5344635.000000 Penalty: 5183.395508
	Iteration 8F: 3 clusters Score -5344635 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5345875.000000 Penalty: 5183.395508
	Iteration 9F: 3 clusters Score -5345875 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -5347306.000000 Penalty: 5183.395508
	Iteration 10F: 3 clusters Score -5347306 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -5348852.500000 Penalty: 5183.395508
	Iteration 11F: 3 clusters Score -5348852 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5350314.500000 Penalty: 5183.395508
	Iteration 12F: 3 clusters Score -5350314 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5351393.500000 Penalty: 5183.395508
	Iteration 13Q: 3 clusters Score -5351394 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5352048.000000 Penalty: 5183.395508
	Iteration 14Q: 3 clusters Score -5352048 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5352492.000000 Penalty: 5183.395508
	Iteration 15Q: 3 clusters Score -5352492 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5352735.500000 Penalty: 5183.395508
	Iteration 16Q: 3 clusters Score -5352736 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5352895.500000 Penalty: 5183.395508
	Iteration 17Q: 3 clusters Score -5352896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5352988.000000 Penalty: 5183.395508
	Iteration 18Q: 3 clusters Score -5352988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5353049.500000 Penalty: 5183.395508
	Iteration 19Q: 3 clusters Score -5353050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5353102.000000 Penalty: 5183.395508
	Iteration 20F: 3 clusters Score -5353102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5353119.000000 Penalty: 5183.395508
	Iteration 21Q: 3 clusters Score -5353119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5353132.500000 Penalty: 5183.395508
	Iteration 22Q: 3 clusters Score -5353132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5353151.000000 Penalty: 5183.395508
	Iteration 23Q: 3 clusters Score -5353151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5353158.500000 Penalty: 5183.395508
	Iteration 24Q: 3 clusters Score -5353158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5353165.000000 Penalty: 5183.395508
	Iteration 25Q: 3 clusters Score -5353165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5353175.500000 Penalty: 5183.395508
	Iteration 26Q: 3 clusters Score -5353176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5353174.000000 Penalty: 5183.395508
	Iteration 27Q: 3 clusters Score -5353174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5353179.500000 Penalty: 5183.395508
	Iteration 28Q: 3 clusters Score -5353180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5353183.500000 Penalty: 5183.395508
	Iteration 29Q: 3 clusters Score -5353184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5353184.000000 Penalty: 5183.395508
	Iteration 30Q: 3 clusters Score -5353184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5353187.000000 Penalty: 5183.395508
	Iteration 31Q: 3 clusters Score -5353187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5353187.000000 Penalty: 5183.395508
	Iteration 32F: 3 clusters Score -5353187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Entering Unmasked Estep 
Score: -1054417.750000 Penalty: 2184.030273
	Iteration 0F: 2 clusters Score -1054418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1048857.875000 Penalty: 4368.060547
	Iteration 0F: 3 clusters Score -1048858 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1050316.250000 Penalty: 4368.060547
	Iteration 1F: 3 clusters Score -1050316 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1050615.125000 Penalty: 4368.060547
	Iteration 2F: 3 clusters Score -1050615 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1050897.125000 Penalty: 4368.060547
	Iteration 3F: 3 clusters Score -1050897 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1051156.750000 Penalty: 4368.060547
	Iteration 4F: 3 clusters Score -1051157 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1051414.125000 Penalty: 4368.060547
	Iteration 5F: 3 clusters Score -1051414 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1051674.125000 Penalty: 4368.060547
	Iteration 6F: 3 clusters Score -1051674 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1051908.625000 Penalty: 4368.060547
	Iteration 7Q: 3 clusters Score -1051909 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1052151.125000 Penalty: 4368.060547
	Iteration 8Q: 3 clusters Score -1052151 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1052359.375000 Penalty: 4368.060547
	Iteration 9Q: 3 clusters Score -1052359 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1052523.000000 Penalty: 4368.060547
	Iteration 10Q: 3 clusters Score -1052523 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1052639.625000 Penalty: 4368.060547
	Iteration 11Q: 3 clusters Score -1052640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1052708.250000 Penalty: 4368.060547
	Iteration 12Q: 3 clusters Score -1052708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1052751.250000 Penalty: 4368.060547
	Iteration 13Q: 3 clusters Score -1052751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1052783.750000 Penalty: 4368.060547
	Iteration 14Q: 3 clusters Score -1052784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1052807.000000 Penalty: 4368.060547
	Iteration 15Q: 3 clusters Score -1052807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1052817.250000 Penalty: 4368.060547
	Iteration 16Q: 3 clusters Score -1052817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1052824.875000 Penalty: 4368.060547
	Iteration 17Q: 3 clusters Score -1052825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1052835.125000 Penalty: 4368.060547
	Iteration 18Q: 3 clusters Score -1052835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1052846.500000 Penalty: 4368.060547
	Iteration 19Q: 3 clusters Score -1052846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1052853.875000 Penalty: 4368.060547
	Iteration 20F: 3 clusters Score -1052854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1052857.250000 Penalty: 4368.060547
	Iteration 21Q: 3 clusters Score -1052857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1052861.500000 Penalty: 4368.060547
	Iteration 22Q: 3 clusters Score -1052862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1052861.875000 Penalty: 4368.060547
	Iteration 23Q: 3 clusters Score -1052862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1052867.250000 Penalty: 4368.060547
	Iteration 24Q: 3 clusters Score -1052867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1052869.625000 Penalty: 4368.060547
	Iteration 25Q: 3 clusters Score -1052870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1052871.625000 Penalty: 4368.060547
	Iteration 26Q: 3 clusters Score -1052872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1052872.375000 Penalty: 4368.060547
	Iteration 27Q: 3 clusters Score -1052872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1052872.125000 Penalty: 4368.060547
	Iteration 28Q: 3 clusters Score -1052872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1052873.250000 Penalty: 4368.060547
	Iteration 29Q: 3 clusters Score -1052873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1052874.125000 Penalty: 4368.060547
	Iteration 30Q: 3 clusters Score -1052874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1052875.125000 Penalty: 4368.060547
	Iteration 31Q: 3 clusters Score -1052875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1052877.250000 Penalty: 4368.060547
	Iteration 32Q: 3 clusters Score -1052877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1052880.125000 Penalty: 4368.060547
	Iteration 33Q: 3 clusters Score -1052880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1052880.125000 Penalty: 4368.060547
	Iteration 34F: 3 clusters Score -1052880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Entering Unmasked Estep 
Score: -2121639.250000 Penalty: 2358.277832
	Iteration 0F: 2 clusters Score -2121639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2111638.500000 Penalty: 4716.555664
	Iteration 0F: 3 clusters Score -2111638 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2114770.500000 Penalty: 4716.555664
	Iteration 1F: 3 clusters Score -2114770 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2115104.750000 Penalty: 4716.555664
	Iteration 2F: 3 clusters Score -2115105 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2115357.000000 Penalty: 4716.555664
	Iteration 3Q: 3 clusters Score -2115357 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2115589.500000 Penalty: 4716.555664
	Iteration 4Q: 3 clusters Score -2115590 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2115809.750000 Penalty: 4716.555664
	Iteration 5Q: 3 clusters Score -2115810 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2116063.000000 Penalty: 4716.555664
	Iteration 6Q: 3 clusters Score -2116063 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2116368.000000 Penalty: 4716.555664
	Iteration 7Q: 3 clusters Score -2116368 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2116716.750000 Penalty: 4716.555664
	Iteration 8Q: 3 clusters Score -2116717 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2117132.750000 Penalty: 4716.555664
	Iteration 9Q: 3 clusters Score -2117133 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2117581.000000 Penalty: 4716.555664
	Iteration 10Q: 3 clusters Score -2117581 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2118093.750000 Penalty: 4716.555664
	Iteration 11Q: 3 clusters Score -2118094 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2118577.750000 Penalty: 4716.555664
	Iteration 12Q: 3 clusters Score -2118578 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2118931.500000 Penalty: 4716.555664
	Iteration 13Q: 3 clusters Score -2118932 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2119154.750000 Penalty: 4716.555664
	Iteration 14Q: 3 clusters Score -2119155 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2119289.750000 Penalty: 4716.555664
	Iteration 15Q: 3 clusters Score -2119290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2119387.000000 Penalty: 4716.555664
	Iteration 16Q: 3 clusters Score -2119387 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2119455.750000 Penalty: 4716.555664
	Iteration 17Q: 3 clusters Score -2119456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2119496.000000 Penalty: 4716.555664
	Iteration 18Q: 3 clusters Score -2119496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2119540.750000 Penalty: 4716.555664
	Iteration 19Q: 3 clusters Score -2119541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2119562.250000 Penalty: 4716.555664
	Iteration 20F: 3 clusters Score -2119562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2119573.000000 Penalty: 4716.555664
	Iteration 21Q: 3 clusters Score -2119573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2119590.750000 Penalty: 4716.555664
	Iteration 22Q: 3 clusters Score -2119591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2119595.500000 Penalty: 4716.555664
	Iteration 23Q: 3 clusters Score -2119596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2119605.500000 Penalty: 4716.555664
	Iteration 24Q: 3 clusters Score -2119606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2119613.250000 Penalty: 4716.555664
	Iteration 25Q: 3 clusters Score -2119613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2119620.250000 Penalty: 4716.555664
	Iteration 26Q: 3 clusters Score -2119620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2119622.750000 Penalty: 4716.555664
	Iteration 27Q: 3 clusters Score -2119623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2119624.000000 Penalty: 4716.555664
	Iteration 28Q: 3 clusters Score -2119624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2119631.750000 Penalty: 4716.555664
	Iteration 29Q: 3 clusters Score -2119632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2119647.000000 Penalty: 4716.555664
	Iteration 30Q: 3 clusters Score -2119647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2119647.000000 Penalty: 4716.555664
	Iteration 31F: 3 clusters Score -2119647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Entering Unmasked Estep 
Score: -574431.750000 Penalty: 2052.545898
	Iteration 0F: 2 clusters Score -574431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -570600.812500 Penalty: 4105.091797
	Iteration 0F: 3 clusters Score -570600.8 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -571438.437500 Penalty: 4105.091797
	Iteration 1F: 3 clusters Score -571438.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -571668.937500 Penalty: 4105.091797
	Iteration 2F: 3 clusters Score -571668.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -571851.750000 Penalty: 4105.091797
	Iteration 3F: 3 clusters Score -571851.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -572065.812500 Penalty: 4105.091797
	Iteration 4F: 3 clusters Score -572065.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -572375.812500 Penalty: 4105.091797
	Iteration 5F: 3 clusters Score -572375.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -572776.187500 Penalty: 4105.091797
	Iteration 6F: 3 clusters Score -572776.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -573144.250000 Penalty: 4105.091797
	Iteration 7F: 3 clusters Score -573144.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -573406.875000 Penalty: 4105.091797
	Iteration 8F: 3 clusters Score -573406.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -573601.687500 Penalty: 4105.091797
	Iteration 9Q: 3 clusters Score -573601.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -573744.875000 Penalty: 4105.091797
	Iteration 10Q: 3 clusters Score -573744.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -573822.687500 Penalty: 4105.091797
	Iteration 11Q: 3 clusters Score -573822.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -573863.687500 Penalty: 4105.091797
	Iteration 12Q: 3 clusters Score -573863.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -573884.187500 Penalty: 4105.091797
	Iteration 13Q: 3 clusters Score -573884.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -573896.250000 Penalty: 4105.091797
	Iteration 14Q: 3 clusters Score -573896.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -573906.687500 Penalty: 4105.091797
	Iteration 15Q: 3 clusters Score -573906.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -573909.937500 Penalty: 4105.091797
	Iteration 16Q: 3 clusters Score -573909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -573914.625000 Penalty: 4105.091797
	Iteration 17Q: 3 clusters Score -573914.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -573917.812500 Penalty: 4105.091797
	Iteration 18Q: 3 clusters Score -573917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -573919.375000 Penalty: 4105.091797
	Iteration 19Q: 3 clusters Score -573919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -573920.687500 Penalty: 4105.091797
	Iteration 20F: 3 clusters Score -573920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -573922.250000 Penalty: 4105.091797
	Iteration 21Q: 3 clusters Score -573922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -573922.250000 Penalty: 4105.091797
	Iteration 22F: 3 clusters Score -573922.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20747.851562 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -20747.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20060.343750 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -20060.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20529.884766 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -20529.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20759.623047 Penalty: 2681.957275
	Iteration 2F: 3 clusters Score -20759.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20887.072266 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -20887.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20897.722656 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -20897.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20899.835938 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -20899.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20899.835938 Penalty: 2681.957275
	Iteration 6F: 3 clusters Score -20899.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102498 members 
Mstep: Class 4 contains 111066 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 27473 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123778 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28559 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34558 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13483 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 134 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 89 members 
Entering Unmasked Estep 
Score: -86719824.000000 Penalty: 128097.218750
Splitting cluster 25 changes total score from -86721536.000000 to -86719824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -24773.523438 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -24773.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23797.705078 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -23797.71 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24056.490234 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -24056.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24212.630859 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -24212.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24409.177734 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -24409.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -24540.607422 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -24540.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24628.720703 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -24628.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24697.507812 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -24697.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24699.027344 Penalty: 2829.076172
	Iteration 7F: 3 clusters Score -24699.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24701.886719 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -24701.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24701.886719 Penalty: 2829.076172
	Iteration 9F: 3 clusters Score -24701.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -883025.875000 Penalty: 2154.611084
	Iteration 0F: 2 clusters Score -883025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -877895.750000 Penalty: 4309.222168
	Iteration 0F: 3 clusters Score -877895.8 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -879278.000000 Penalty: 4309.222168
	Iteration 1F: 3 clusters Score -879278 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -879574.875000 Penalty: 4309.222168
	Iteration 2F: 3 clusters Score -879574.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -879780.500000 Penalty: 4309.222168
	Iteration 3F: 3 clusters Score -879780.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -879982.687500 Penalty: 4309.222168
	Iteration 4F: 3 clusters Score -879982.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -880170.562500 Penalty: 4309.222168
	Iteration 5Q: 3 clusters Score -880170.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -880337.812500 Penalty: 4309.222168
	Iteration 6Q: 3 clusters Score -880337.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -880509.687500 Penalty: 4309.222168
	Iteration 7Q: 3 clusters Score -880509.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -880685.187500 Penalty: 4309.222168
	Iteration 8Q: 3 clusters Score -880685.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -880847.375000 Penalty: 4309.222168
	Iteration 9Q: 3 clusters Score -880847.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -880995.812500 Penalty: 4309.222168
	Iteration 10Q: 3 clusters Score -880995.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -881112.875000 Penalty: 4309.222168
	Iteration 11Q: 3 clusters Score -881112.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -881199.500000 Penalty: 4309.222168
	Iteration 12Q: 3 clusters Score -881199.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -881288.000000 Penalty: 4309.222168
	Iteration 13Q: 3 clusters Score -881288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -881355.875000 Penalty: 4309.222168
	Iteration 14Q: 3 clusters Score -881355.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -881403.000000 Penalty: 4309.222168
	Iteration 15Q: 3 clusters Score -881403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -881446.187500 Penalty: 4309.222168
	Iteration 16Q: 3 clusters Score -881446.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -881483.875000 Penalty: 4309.222168
	Iteration 17Q: 3 clusters Score -881483.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -881516.750000 Penalty: 4309.222168
	Iteration 18Q: 3 clusters Score -881516.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -881545.312500 Penalty: 4309.222168
	Iteration 19Q: 3 clusters Score -881545.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -881575.750000 Penalty: 4309.222168
	Iteration 20F: 3 clusters Score -881575.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -881602.625000 Penalty: 4309.222168
	Iteration 21Q: 3 clusters Score -881602.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -881618.687500 Penalty: 4309.222168
	Iteration 22Q: 3 clusters Score -881618.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -881628.250000 Penalty: 4309.222168
	Iteration 23Q: 3 clusters Score -881628.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -881633.312500 Penalty: 4309.222168
	Iteration 24Q: 3 clusters Score -881633.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -881639.187500 Penalty: 4309.222168
	Iteration 25Q: 3 clusters Score -881639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -881641.312500 Penalty: 4309.222168
	Iteration 26Q: 3 clusters Score -881641.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -881641.312500 Penalty: 4309.222168
	Iteration 27F: 3 clusters Score -881641.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -197823.953125 Penalty: 1782.913696
	Iteration 0F: 2 clusters Score -197824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -195700.468750 Penalty: 3565.827393
	Iteration 0F: 3 clusters Score -195700.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -196124.343750 Penalty: 3565.827393
	Iteration 1F: 3 clusters Score -196124.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -196244.468750 Penalty: 3565.827393
	Iteration 2F: 3 clusters Score -196244.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -196328.500000 Penalty: 3565.827393
	Iteration 3Q: 3 clusters Score -196328.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -196402.187500 Penalty: 3565.827393
	Iteration 4Q: 3 clusters Score -196402.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -196472.890625 Penalty: 3565.827393
	Iteration 5Q: 3 clusters Score -196472.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -196579.578125 Penalty: 3565.827393
	Iteration 6Q: 3 clusters Score -196579.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -196649.015625 Penalty: 3565.827393
	Iteration 7Q: 3 clusters Score -196649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -196711.093750 Penalty: 3565.827393
	Iteration 8Q: 3 clusters Score -196711.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -196787.625000 Penalty: 3565.827393
	Iteration 9Q: 3 clusters Score -196787.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -196852.859375 Penalty: 3565.827393
	Iteration 10Q: 3 clusters Score -196852.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -196911.890625 Penalty: 3565.827393
	Iteration 11Q: 3 clusters Score -196911.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -196958.375000 Penalty: 3565.827393
	Iteration 12Q: 3 clusters Score -196958.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -196992.796875 Penalty: 3565.827393
	Iteration 13Q: 3 clusters Score -196992.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -197024.343750 Penalty: 3565.827393
	Iteration 14Q: 3 clusters Score -197024.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -197059.937500 Penalty: 3565.827393
	Iteration 15Q: 3 clusters Score -197059.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -197079.843750 Penalty: 3565.827393
	Iteration 16Q: 3 clusters Score -197079.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -197092.984375 Penalty: 3565.827393
	Iteration 17Q: 3 clusters Score -197093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -197100.515625 Penalty: 3565.827393
	Iteration 18Q: 3 clusters Score -197100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -197108.968750 Penalty: 3565.827393
	Iteration 19Q: 3 clusters Score -197109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -197142.343750 Penalty: 3565.827393
	Iteration 20F: 3 clusters Score -197142.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -197229.562500 Penalty: 3565.827393
	Iteration 21Q: 3 clusters Score -197229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -197263.609375 Penalty: 3565.827393
	Iteration 22Q: 3 clusters Score -197263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -197273.187500 Penalty: 3565.827393
	Iteration 23Q: 3 clusters Score -197273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -197279.921875 Penalty: 3565.827393
	Iteration 24Q: 3 clusters Score -197279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -197283.703125 Penalty: 3565.827393
	Iteration 25Q: 3 clusters Score -197283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -197285.984375 Penalty: 3565.827393
	Iteration 26Q: 3 clusters Score -197286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -197285.984375 Penalty: 3565.827393
	Iteration 27F: 3 clusters Score -197286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -77814.359375 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -77814.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76280.765625 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -76280.77 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76576.187500 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -76576.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76681.062500 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -76681.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76722.796875 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -76722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76748.078125 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -76748.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76778.945312 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -76778.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76790.742188 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -76790.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76802.898438 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -76802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76814.695312 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -76814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76829.929688 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -76829.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76861.539062 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -76861.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76868.640625 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -76868.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76870.718750 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -76870.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76870.718750 Penalty: 3166.219238
	Iteration 13F: 3 clusters Score -76870.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -212449.453125 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -212449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -210180.328125 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -210180.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210615.453125 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -210615.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210759.625000 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -210759.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -210851.421875 Penalty: 3614.969238
	Iteration 3F: 3 clusters Score -210851.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -210937.375000 Penalty: 3614.969238
	Iteration 4Q: 3 clusters Score -210937.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -211037.125000 Penalty: 3614.969238
	Iteration 5Q: 3 clusters Score -211037.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -211110.609375 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -211110.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -211179.078125 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -211179.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -211219.125000 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -211219.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -211257.843750 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -211257.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -211281.031250 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -211281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -211308.750000 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -211308.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -211347.468750 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -211347.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -211374.203125 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -211374.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -211398.437500 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -211398.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -211426.796875 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -211426.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -211447.156250 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -211447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -211463.968750 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -211464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -211484.359375 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -211484.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -211498.468750 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -211498.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -211508.781250 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -211508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -211519.109375 Penalty: 3614.969238
	Iteration 21Q: 3 clusters Score -211519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -211526.937500 Penalty: 3614.969238
	Iteration 22Q: 3 clusters Score -211526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -211533.437500 Penalty: 3614.969238
	Iteration 23Q: 3 clusters Score -211533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -211534.921875 Penalty: 3614.969238
	Iteration 24Q: 3 clusters Score -211534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -211535.187500 Penalty: 3614.969238
	Iteration 25Q: 3 clusters Score -211535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -211535.187500 Penalty: 3614.969238
	Iteration 26F: 3 clusters Score -211535.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -66642.703125 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -66642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65189.355469 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -65189.36 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65528.949219 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -65528.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -65776.570312 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -65776.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66017.679688 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -66017.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66159.093750 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -66159.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66351.765625 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -66351.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66508.765625 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -66508.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66608.875000 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -66608.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66647.882812 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -66647.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66661.937500 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -66661.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66683.890625 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -66683.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66693.992188 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -66693.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66693.992188 Penalty: 3083.436523
	Iteration 12F: 3 clusters Score -66693.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102498 members 
Mstep: Class 4 contains 111066 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 27473 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123778 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28559 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34558 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13483 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 191 members 
Entering Unmasked Estep 
Score: -86719928.000000 Penalty: 128097.218750
Splitting cluster 31 changes total score from -86721536.000000 to -86719928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -90657.296875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -90657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89164.960938 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -89164.96 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89589.570312 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -89589.57 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89852.335938 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -89852.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90126.218750 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -90126.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -90277.343750 Penalty: 3252.866211
	Iteration 4F: 3 clusters Score -90277.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90391.296875 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -90391.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90449.210938 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -90449.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90539.539062 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -90539.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -90598.468750 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -90598.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90661.460938 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -90661.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90682.484375 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -90682.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90700.867188 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -90700.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90720.210938 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -90720.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90742.656250 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -90742.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90760.109375 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -90760.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90775.070312 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -90775.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90779.960938 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -90779.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90784.851562 Penalty: 3252.866211
	Iteration 17Q: 3 clusters Score -90784.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90784.882812 Penalty: 3252.866211
	Iteration 18F: 3 clusters Score -90784.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90787.843750 Penalty: 3252.866211
	Iteration 19Q: 3 clusters Score -90787.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90788.625000 Penalty: 3252.866211
	Iteration 20F: 3 clusters Score -90788.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102498 members 
Mstep: Class 4 contains 111066 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 27473 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123778 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28559 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34558 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13483 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 453 members 
Entering Unmasked Estep 
Score: -86720208.000000 Penalty: 128097.218750
Splitting cluster 32 changes total score from -86721536.000000 to -86720208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -161962.343750 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -161962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -159931.890625 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -159931.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -160237.750000 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -160237.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -160338.953125 Penalty: 3466.710205
	Iteration 2F: 3 clusters Score -160339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -160380.109375 Penalty: 3466.710205
	Iteration 3Q: 3 clusters Score -160380.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -160413.609375 Penalty: 3466.710205
	Iteration 4Q: 3 clusters Score -160413.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160430.218750 Penalty: 3466.710205
	Iteration 5Q: 3 clusters Score -160430.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -160440.390625 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -160440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -160451.484375 Penalty: 3466.710205
	Iteration 7Q: 3 clusters Score -160451.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160471.703125 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -160471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -160483.046875 Penalty: 3466.710205
	Iteration 9Q: 3 clusters Score -160483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -160487.000000 Penalty: 3466.710205
	Iteration 10Q: 3 clusters Score -160487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -160489.796875 Penalty: 3466.710205
	Iteration 11Q: 3 clusters Score -160489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -160493.015625 Penalty: 3466.710205
	Iteration 12Q: 3 clusters Score -160493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -160493.250000 Penalty: 3466.710205
	Iteration 13Q: 3 clusters Score -160493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -160493.890625 Penalty: 3466.710205
	Iteration 14Q: 3 clusters Score -160493.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -160493.890625 Penalty: 3466.710205
	Iteration 15F: 3 clusters Score -160493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -107842.570312 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -107842.6 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 463 members 
Entering Unmasked Estep 
Score: -106170.515625 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -106170.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -106786.367188 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -106786.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106991.062500 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -106991.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107245.484375 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -107245.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -107485.726562 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -107485.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -107603.835938 Penalty: 3385.966553
	Iteration 5F: 3 clusters Score -107603.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -107669.468750 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -107669.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -107699.429688 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -107699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -107707.117188 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -107707.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -107709.070312 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -107709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -107709.875000 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -107709.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -107709.875000 Penalty: 3385.966553
	Iteration 11F: 3 clusters Score -107709.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Entering Unmasked Estep 
Score: -1945614.125000 Penalty: 2333.723145
	Iteration 0F: 2 clusters Score -1945614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1936472.500000 Penalty: 4667.446289
	Iteration 0F: 3 clusters Score -1936472 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1939311.750000 Penalty: 4667.446289
	Iteration 1F: 3 clusters Score -1939312 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1939741.000000 Penalty: 4667.446289
	Iteration 2F: 3 clusters Score -1939741 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1940203.875000 Penalty: 4667.446289
	Iteration 3F: 3 clusters Score -1940204 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1940692.750000 Penalty: 4667.446289
	Iteration 4F: 3 clusters Score -1940693 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1941169.750000 Penalty: 4667.446289
	Iteration 5F: 3 clusters Score -1941170 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1941641.750000 Penalty: 4667.446289
	Iteration 6F: 3 clusters Score -1941642 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1942101.875000 Penalty: 4667.446289
	Iteration 7F: 3 clusters Score -1942102 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1942523.000000 Penalty: 4667.446289
	Iteration 8F: 3 clusters Score -1942523 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1942880.125000 Penalty: 4667.446289
	Iteration 9Q: 3 clusters Score -1942880 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1943163.625000 Penalty: 4667.446289
	Iteration 10Q: 3 clusters Score -1943164 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1943402.000000 Penalty: 4667.446289
	Iteration 11Q: 3 clusters Score -1943402 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1943598.500000 Penalty: 4667.446289
	Iteration 12Q: 3 clusters Score -1943598 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1943756.250000 Penalty: 4667.446289
	Iteration 13Q: 3 clusters Score -1943756 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1943877.375000 Penalty: 4667.446289
	Iteration 14Q: 3 clusters Score -1943877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1943964.625000 Penalty: 4667.446289
	Iteration 15Q: 3 clusters Score -1943965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1944019.125000 Penalty: 4667.446289
	Iteration 16Q: 3 clusters Score -1944019 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1944047.125000 Penalty: 4667.446289
	Iteration 17Q: 3 clusters Score -1944047 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1944074.250000 Penalty: 4667.446289
	Iteration 18Q: 3 clusters Score -1944074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1944095.250000 Penalty: 4667.446289
	Iteration 19Q: 3 clusters Score -1944095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1944116.375000 Penalty: 4667.446289
	Iteration 20F: 3 clusters Score -1944116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1944129.750000 Penalty: 4667.446289
	Iteration 21Q: 3 clusters Score -1944130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1944129.750000 Penalty: 4667.446289
	Iteration 22Q: 3 clusters Score -1944130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1944135.000000 Penalty: 4667.446289
	Iteration 23Q: 3 clusters Score -1944135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1944148.875000 Penalty: 4667.446289
	Iteration 24Q: 3 clusters Score -1944149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1944160.500000 Penalty: 4667.446289
	Iteration 25Q: 3 clusters Score -1944160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1944167.875000 Penalty: 4667.446289
	Iteration 26Q: 3 clusters Score -1944168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1944169.750000 Penalty: 4667.446289
	Iteration 27Q: 3 clusters Score -1944170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1944172.250000 Penalty: 4667.446289
	Iteration 28Q: 3 clusters Score -1944172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1944173.750000 Penalty: 4667.446289
	Iteration 29Q: 3 clusters Score -1944174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1944171.750000 Penalty: 4667.446289
	Iteration 30Q: 3 clusters Score -1944172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1944175.625000 Penalty: 4667.446289
	Iteration 31Q: 3 clusters Score -1944176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1944175.625000 Penalty: 4667.446289
	Iteration 32F: 3 clusters Score -1944176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -113061.398438 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -113061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111279.875000 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -111279.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111652.718750 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -111652.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111905.640625 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -111905.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112180.468750 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -112180.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112510.125000 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -112510.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -112748.804688 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -112748.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -112816.968750 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -112817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112854.195312 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -112854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112865.398438 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -112865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112870.328125 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -112870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112873.132812 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -112873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -112873.132812 Penalty: 3329.023193
	Iteration 11F: 3 clusters Score -112873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -38423.480469 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -38423.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37182.039062 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -37182.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37265.308594 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -37265.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37295.187500 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -37295.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37314.328125 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -37314.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37323.136719 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -37323.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37323.136719 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -37323.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -92288.929688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -92288.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90634.093750 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -90634.09 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90833.960938 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -90833.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90886.273438 Penalty: 3212.578369
	Iteration 2Q: 3 clusters Score -90886.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90921.437500 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -90921.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90946.734375 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -90946.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90959.070312 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -90959.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90971.101562 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -90971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90978.570312 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -90978.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90983.304688 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -90983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90985.796875 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -90985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90985.796875 Penalty: 3212.578369
	Iteration 10F: 3 clusters Score -90985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102498 members 
Mstep: Class 4 contains 111066 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 27473 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123778 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28559 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34558 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13483 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721624.000000 Penalty: 124812.671875
Iteration 319Q: 39 clusters Score -8.672162e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102527 members 
Mstep: Class 4 contains 111066 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9723 members 
Mstep: Class 9 contains 27478 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123757 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28550 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34558 members 
Mstep: Class 22 contains 6679 members 
Mstep: Class 23 contains 13485 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721472.000000 Penalty: 124812.671875
Iteration 320F: 39 clusters Score -8.672147e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102577 members 
Mstep: Class 4 contains 111059 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9714 members 
Mstep: Class 9 contains 27490 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123720 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28543 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34556 members 
Mstep: Class 22 contains 6681 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721352.000000 Penalty: 124812.671875
Iteration 321Q: 39 clusters Score -8.672135e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102601 members 
Mstep: Class 4 contains 111074 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 9 contains 27506 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123676 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28540 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34555 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13488 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721472.000000 Penalty: 124812.671875
Iteration 322Q: 39 clusters Score -8.672147e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102635 members 
Mstep: Class 4 contains 111078 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 9 contains 27516 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123638 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28541 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34555 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721400.000000 Penalty: 124812.671875
Iteration 323Q: 39 clusters Score -8.67214e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102648 members 
Mstep: Class 4 contains 111097 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9683 members 
Mstep: Class 9 contains 27531 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 123607 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13074 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28542 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34558 members 
Mstep: Class 22 contains 6682 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12205 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721464.000000 Penalty: 124812.671875
Iteration 324Q: 39 clusters Score -8.672146e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102636 members 
Mstep: Class 4 contains 111130 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 27549 members 
Mstep: Class 10 contains 9394 members 
Mstep: Class 11 contains 123570 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13076 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28545 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34562 members 
Mstep: Class 22 contains 6683 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12203 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721512.000000 Penalty: 124812.671875
Iteration 325Q: 39 clusters Score -8.672151e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102626 members 
Mstep: Class 4 contains 111155 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9664 members 
Mstep: Class 9 contains 27562 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 123547 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13078 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28543 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34563 members 
Mstep: Class 22 contains 6681 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12207 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721544.000000 Penalty: 124812.671875
Iteration 326Q: 39 clusters Score -8.672154e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102626 members 
Mstep: Class 4 contains 111181 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9659 members 
Mstep: Class 9 contains 27573 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 123509 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13078 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28547 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34565 members 
Mstep: Class 22 contains 6679 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12208 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721384.000000 Penalty: 124812.671875
Iteration 327Q: 39 clusters Score -8.672138e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102638 members 
Mstep: Class 4 contains 111190 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 9649 members 
Mstep: Class 9 contains 27578 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123481 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13079 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28547 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34570 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13485 members 
Mstep: Class 24 contains 3931 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721448.000000 Penalty: 124812.671875
Iteration 328Q: 39 clusters Score -8.672145e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102660 members 
Mstep: Class 4 contains 111185 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8974 members 
Mstep: Class 8 contains 9642 members 
Mstep: Class 9 contains 27587 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123468 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13079 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28541 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34567 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3932 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721448.000000 Penalty: 124812.671875
Iteration 329Q: 39 clusters Score -8.672145e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102675 members 
Mstep: Class 4 contains 111163 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9637 members 
Mstep: Class 9 contains 27597 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123463 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13080 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28538 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34567 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1085 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721536.000000 Penalty: 124812.671875
Iteration 330Q: 39 clusters Score -8.672154e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102699 members 
Mstep: Class 4 contains 111164 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9630 members 
Mstep: Class 9 contains 27599 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123447 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13081 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28531 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34566 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13492 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12219 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721584.000000 Penalty: 124812.671875
Iteration 331Q: 39 clusters Score -8.672158e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102704 members 
Mstep: Class 4 contains 111176 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9617 members 
Mstep: Class 9 contains 27602 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123437 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13080 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28531 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34566 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13493 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12221 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721576.000000 Penalty: 124812.671875
Iteration 332Q: 39 clusters Score -8.672158e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102695 members 
Mstep: Class 4 contains 111197 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9610 members 
Mstep: Class 9 contains 27610 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123423 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13080 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28522 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34568 members 
Mstep: Class 22 contains 6681 members 
Mstep: Class 23 contains 13494 members 
Mstep: Class 24 contains 3933 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12224 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721584.000000 Penalty: 124812.671875
Iteration 333Q: 39 clusters Score -8.672158e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102682 members 
Mstep: Class 4 contains 111205 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9608 members 
Mstep: Class 9 contains 27619 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123427 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13079 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28512 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34566 members 
Mstep: Class 22 contains 6681 members 
Mstep: Class 23 contains 13493 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12229 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721608.000000 Penalty: 124812.671875
Iteration 334Q: 39 clusters Score -8.672161e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102679 members 
Mstep: Class 4 contains 111208 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9605 members 
Mstep: Class 9 contains 27625 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123426 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13079 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28512 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34565 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1325 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12230 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721720.000000 Penalty: 124812.671875
Iteration 335Q: 39 clusters Score -8.672172e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102680 members 
Mstep: Class 4 contains 111215 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9598 members 
Mstep: Class 9 contains 27629 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123418 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13082 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28513 members 
Mstep: Class 17 contains 6392 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34563 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12233 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721752.000000 Penalty: 124812.671875
Iteration 336Q: 39 clusters Score -8.672175e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102682 members 
Mstep: Class 4 contains 111228 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9592 members 
Mstep: Class 9 contains 27630 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123411 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13084 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28510 members 
Mstep: Class 17 contains 6391 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34563 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12238 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721736.000000 Penalty: 124812.671875
Iteration 337Q: 39 clusters Score -8.672174e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102683 members 
Mstep: Class 4 contains 111222 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9591 members 
Mstep: Class 9 contains 27636 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123413 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13084 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28507 members 
Mstep: Class 17 contains 6390 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34564 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1087 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12240 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721704.000000 Penalty: 124812.671875
Iteration 338Q: 39 clusters Score -8.67217e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102675 members 
Mstep: Class 4 contains 111215 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8975 members 
Mstep: Class 8 contains 9588 members 
Mstep: Class 9 contains 27643 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123415 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13084 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28505 members 
Mstep: Class 17 contains 6390 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34568 members 
Mstep: Class 22 contains 6680 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1087 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12246 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721632.000000 Penalty: 124812.671875
Iteration 339Q: 39 clusters Score -8.672163e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102665 members 
Mstep: Class 4 contains 111228 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 27651 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123412 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13084 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28496 members 
Mstep: Class 17 contains 6392 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 34569 members 
Mstep: Class 22 contains 6679 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1087 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12247 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721712.000000 Penalty: 124812.671875
Iteration 340F: 39 clusters Score -8.672171e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102668 members 
Mstep: Class 4 contains 111230 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 9577 members 
Mstep: Class 9 contains 27655 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123410 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28494 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34568 members 
Mstep: Class 22 contains 6681 members 
Mstep: Class 23 contains 13484 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1087 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12248 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721672.000000 Penalty: 124812.671875
Iteration 341Q: 39 clusters Score -8.672167e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102661 members 
Mstep: Class 4 contains 111223 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 9575 members 
Mstep: Class 9 contains 27668 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123412 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28492 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34567 members 
Mstep: Class 22 contains 6679 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1087 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12249 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721568.000000 Penalty: 124812.671875
Iteration 342Q: 39 clusters Score -8.672157e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102658 members 
Mstep: Class 4 contains 111227 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 9574 members 
Mstep: Class 9 contains 27676 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123415 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28486 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34563 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13486 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1087 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12250 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721648.000000 Penalty: 124812.671875
Iteration 343Q: 39 clusters Score -8.672165e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102643 members 
Mstep: Class 4 contains 111241 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 9568 members 
Mstep: Class 9 contains 27681 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123422 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13087 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28481 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34563 members 
Mstep: Class 22 contains 6679 members 
Mstep: Class 23 contains 13485 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12250 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721648.000000 Penalty: 124812.671875
Iteration 344Q: 39 clusters Score -8.672165e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102628 members 
Mstep: Class 4 contains 111244 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 9567 members 
Mstep: Class 9 contains 27691 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123435 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28475 members 
Mstep: Class 17 contains 6393 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34563 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12246 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721608.000000 Penalty: 124812.671875
Iteration 345Q: 39 clusters Score -8.672161e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102612 members 
Mstep: Class 4 contains 111255 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 9565 members 
Mstep: Class 9 contains 27704 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123442 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28473 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34563 members 
Mstep: Class 22 contains 6677 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12244 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721520.000000 Penalty: 124812.671875
Iteration 346Q: 39 clusters Score -8.672152e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102601 members 
Mstep: Class 4 contains 111254 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8976 members 
Mstep: Class 8 contains 9560 members 
Mstep: Class 9 contains 27719 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123456 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13089 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28460 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34567 members 
Mstep: Class 22 contains 6674 members 
Mstep: Class 23 contains 13490 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1087 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12242 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721544.000000 Penalty: 124812.671875
Iteration 347Q: 39 clusters Score -8.672154e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102598 members 
Mstep: Class 4 contains 111229 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 9556 members 
Mstep: Class 9 contains 27737 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123472 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28453 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34570 members 
Mstep: Class 22 contains 6673 members 
Mstep: Class 23 contains 13492 members 
Mstep: Class 24 contains 3935 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1463 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1088 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12241 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721608.000000 Penalty: 124812.671875
Iteration 348Q: 39 clusters Score -8.672161e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102594 members 
Mstep: Class 4 contains 111215 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 9550 members 
Mstep: Class 9 contains 27757 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123473 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28455 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34569 members 
Mstep: Class 22 contains 6673 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1089 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12240 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721584.000000 Penalty: 124812.671875
Iteration 349Q: 39 clusters Score -8.672158e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102595 members 
Mstep: Class 4 contains 111213 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 9548 members 
Mstep: Class 9 contains 27772 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 123467 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28451 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34570 members 
Mstep: Class 22 contains 6673 members 
Mstep: Class 23 contains 13490 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1091 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12239 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721648.000000 Penalty: 124812.671875
Iteration 350Q: 39 clusters Score -8.672165e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102588 members 
Mstep: Class 4 contains 111217 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 9546 members 
Mstep: Class 9 contains 27789 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123455 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28446 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19537 members 
Mstep: Class 21 contains 34574 members 
Mstep: Class 22 contains 6673 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1092 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12238 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721624.000000 Penalty: 124812.671875
Iteration 351Q: 39 clusters Score -8.672162e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102579 members 
Mstep: Class 4 contains 111211 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 9548 members 
Mstep: Class 9 contains 27802 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123451 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28445 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34576 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12235 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721576.000000 Penalty: 124812.671875
Iteration 352Q: 39 clusters Score -8.672158e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102586 members 
Mstep: Class 4 contains 111190 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 9545 members 
Mstep: Class 9 contains 27815 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123455 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28444 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34577 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12234 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721672.000000 Penalty: 124812.671875
Iteration 353Q: 39 clusters Score -8.672167e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102585 members 
Mstep: Class 4 contains 111194 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 9544 members 
Mstep: Class 9 contains 27821 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123450 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13096 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28439 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34577 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 13490 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12233 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721664.000000 Penalty: 124812.671875
Iteration 354Q: 39 clusters Score -8.672166e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102595 members 
Mstep: Class 4 contains 111178 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 9542 members 
Mstep: Class 9 contains 27825 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123458 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28437 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19538 members 
Mstep: Class 21 contains 34578 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 13490 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12232 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721656.000000 Penalty: 124812.671875
Iteration 355Q: 39 clusters Score -8.672166e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102604 members 
Mstep: Class 4 contains 111162 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3647 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9541 members 
Mstep: Class 9 contains 27832 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123462 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28432 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 34580 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 13491 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12230 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721672.000000 Penalty: 124812.671875
Iteration 356Q: 39 clusters Score -8.672167e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102612 members 
Mstep: Class 4 contains 111151 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9541 members 
Mstep: Class 9 contains 27839 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123465 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28425 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34579 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 13492 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12229 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721648.000000 Penalty: 124812.671875
Iteration 357Q: 39 clusters Score -8.672165e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102617 members 
Mstep: Class 4 contains 111148 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9541 members 
Mstep: Class 9 contains 27843 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123471 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28415 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34580 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 13493 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12225 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721648.000000 Penalty: 124812.671875
Iteration 358Q: 39 clusters Score -8.672165e+07 nChanged 95
Entering ConstructFrom: 
Score: -86721648.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -233209.593750 Penalty: 1831.229370
	Iteration 0F: 2 clusters Score -233209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -230802.796875 Penalty: 3662.458740
	Iteration 0F: 3 clusters Score -230802.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -231229.125000 Penalty: 3662.458740
	Iteration 1F: 3 clusters Score -231229.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -231388.671875 Penalty: 3662.458740
	Iteration 2F: 3 clusters Score -231388.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -231478.515625 Penalty: 3662.458740
	Iteration 3Q: 3 clusters Score -231478.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -231553.562500 Penalty: 3662.458740
	Iteration 4Q: 3 clusters Score -231553.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -231628.531250 Penalty: 3662.458740
	Iteration 5Q: 3 clusters Score -231628.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -231687.781250 Penalty: 3662.458740
	Iteration 6Q: 3 clusters Score -231687.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -231739.156250 Penalty: 3662.458740
	Iteration 7Q: 3 clusters Score -231739.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -231794.468750 Penalty: 3662.458740
	Iteration 8Q: 3 clusters Score -231794.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -231819.359375 Penalty: 3662.458740
	Iteration 9Q: 3 clusters Score -231819.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -231846.796875 Penalty: 3662.458740
	Iteration 10Q: 3 clusters Score -231846.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -231871.625000 Penalty: 3662.458740
	Iteration 11Q: 3 clusters Score -231871.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -231885.390625 Penalty: 3662.458740
	Iteration 12Q: 3 clusters Score -231885.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231900.812500 Penalty: 3662.458740
	Iteration 13Q: 3 clusters Score -231900.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -231924.515625 Penalty: 3662.458740
	Iteration 14Q: 3 clusters Score -231924.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -231938.968750 Penalty: 3662.458740
	Iteration 15Q: 3 clusters Score -231939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -231946.765625 Penalty: 3662.458740
	Iteration 16Q: 3 clusters Score -231946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -231952.734375 Penalty: 3662.458740
	Iteration 17Q: 3 clusters Score -231952.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -231959.171875 Penalty: 3662.458740
	Iteration 18Q: 3 clusters Score -231959.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231964.781250 Penalty: 3662.458740
	Iteration 19Q: 3 clusters Score -231964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -231966.781250 Penalty: 3662.458740
	Iteration 20F: 3 clusters Score -231966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231967.546875 Penalty: 3662.458740
	Iteration 21Q: 3 clusters Score -231967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231968.375000 Penalty: 3662.458740
	Iteration 22Q: 3 clusters Score -231968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231968.375000 Penalty: 3662.458740
	Iteration 23F: 3 clusters Score -231968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -155966.312500 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -155966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154047.203125 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -154047.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -154481.328125 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -154481.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -154648.343750 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -154648.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -154751.015625 Penalty: 3494.705078
	Iteration 3Q: 3 clusters Score -154751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -154815.437500 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -154815.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -154866.234375 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -154866.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154899.156250 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -154899.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -154919.875000 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -154919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -154935.703125 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -154935.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -154958.343750 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -154958.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -154969.640625 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -154969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -154979.593750 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -154979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -154995.531250 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -154995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -155023.421875 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -155023.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155038.796875 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -155038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -155047.265625 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -155047.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -155051.500000 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -155051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155054.859375 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -155054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -155055.812500 Penalty: 3494.705078
	Iteration 18Q: 3 clusters Score -155055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -155059.718750 Penalty: 3494.705078
	Iteration 19Q: 3 clusters Score -155059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -155061.750000 Penalty: 3494.705078
	Iteration 20F: 3 clusters Score -155061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -155063.015625 Penalty: 3494.705078
	Iteration 21Q: 3 clusters Score -155063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -155065.671875 Penalty: 3494.705078
	Iteration 22Q: 3 clusters Score -155065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -155066.343750 Penalty: 3494.705078
	Iteration 23Q: 3 clusters Score -155066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -155066.343750 Penalty: 3494.705078
	Iteration 24F: 3 clusters Score -155066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102633 members 
Entering Unmasked Estep 
Score: -16215586.000000 Penalty: 2861.650879
	Iteration 0F: 2 clusters Score -1.621559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -16148417.000000 Penalty: 5723.301758
	Iteration 0F: 3 clusters Score -1.614842e+07 nChanged 48692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -16176668.000000 Penalty: 5723.301758
	Iteration 1F: 3 clusters Score -1.617667e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -16177698.000000 Penalty: 5723.301758
	Iteration 2Q: 3 clusters Score -1.61777e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -16178963.000000 Penalty: 5723.301758
	Iteration 3Q: 3 clusters Score -1.617896e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -16180952.000000 Penalty: 5723.301758
	Iteration 4Q: 3 clusters Score -1.618095e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -16184027.000000 Penalty: 5723.301758
	Iteration 5F: 3 clusters Score -1.618403e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -16188627.000000 Penalty: 5723.301758
	Iteration 6F: 3 clusters Score -1.618863e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -16194709.000000 Penalty: 5723.301758
	Iteration 7F: 3 clusters Score -1.619471e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82751 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -16201105.000000 Penalty: 5723.301758
	Iteration 8F: 3 clusters Score -1.62011e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87900 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -16206207.000000 Penalty: 5723.301758
	Iteration 9F: 3 clusters Score -1.620621e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -16209557.000000 Penalty: 5723.301758
	Iteration 10Q: 3 clusters Score -1.620956e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -16211322.000000 Penalty: 5723.301758
	Iteration 11Q: 3 clusters Score -1.621132e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -16212224.000000 Penalty: 5723.301758
	Iteration 12Q: 3 clusters Score -1.621222e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -16212781.000000 Penalty: 5723.301758
	Iteration 13Q: 3 clusters Score -1.621278e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -16213074.000000 Penalty: 5723.301758
	Iteration 14Q: 3 clusters Score -1.621307e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97728 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -16213303.000000 Penalty: 5723.301758
	Iteration 15Q: 3 clusters Score -1.62133e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -16213478.000000 Penalty: 5723.301758
	Iteration 16Q: 3 clusters Score -1.621348e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -16213595.000000 Penalty: 5723.301758
	Iteration 17Q: 3 clusters Score -1.62136e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99307 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -16213673.000000 Penalty: 5723.301758
	Iteration 18Q: 3 clusters Score -1.621367e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -16213756.000000 Penalty: 5723.301758
	Iteration 19Q: 3 clusters Score -1.621376e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99901 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -16213796.000000 Penalty: 5723.301758
	Iteration 20F: 3 clusters Score -1.62138e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -16213829.000000 Penalty: 5723.301758
	Iteration 21Q: 3 clusters Score -1.621383e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100313 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -16213858.000000 Penalty: 5723.301758
	Iteration 22Q: 3 clusters Score -1.621386e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -16213872.000000 Penalty: 5723.301758
	Iteration 23Q: 3 clusters Score -1.621387e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -16213842.000000 Penalty: 5723.301758
	Iteration 24Q: 3 clusters Score -1.621384e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -16213822.000000 Penalty: 5723.301758
	Iteration 25Q: 3 clusters Score -1.621382e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -16213841.000000 Penalty: 5723.301758
	Iteration 26Q: 3 clusters Score -1.621384e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -16213861.000000 Penalty: 5723.301758
	Iteration 27Q: 3 clusters Score -1.621386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16213870.000000 Penalty: 5723.301758
	Iteration 28Q: 3 clusters Score -1.621387e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16213863.000000 Penalty: 5723.301758
	Iteration 29Q: 3 clusters Score -1.621386e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -16213879.000000 Penalty: 5723.301758
	Iteration 30Q: 3 clusters Score -1.621388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -16213873.000000 Penalty: 5723.301758
	Iteration 31Q: 3 clusters Score -1.621387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101004 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -16213857.000000 Penalty: 5723.301758
	Iteration 32Q: 3 clusters Score -1.621386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -16213870.000000 Penalty: 5723.301758
	Iteration 33Q: 3 clusters Score -1.621387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -16213876.000000 Penalty: 5723.301758
	Iteration 34Q: 3 clusters Score -1.621388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -16213874.000000 Penalty: 5723.301758
	Iteration 35Q: 3 clusters Score -1.621387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -16213873.000000 Penalty: 5723.301758
	Iteration 36Q: 3 clusters Score -1.621387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -16213867.000000 Penalty: 5723.301758
	Iteration 37Q: 3 clusters Score -1.621387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101135 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -16213874.000000 Penalty: 5723.301758
	Iteration 38Q: 3 clusters Score -1.621387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -16213876.000000 Penalty: 5723.301758
	Iteration 39Q: 3 clusters Score -1.621388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101157 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -16213876.000000 Penalty: 5723.301758
	Iteration 40F: 3 clusters Score -1.621388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -16213895.000000 Penalty: 5723.301758
	Iteration 41Q: 3 clusters Score -1.62139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -16213866.000000 Penalty: 5723.301758
	Iteration 42Q: 3 clusters Score -1.621387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -16213872.000000 Penalty: 5723.301758
	Iteration 43Q: 3 clusters Score -1.621387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -16213876.000000 Penalty: 5723.301758
	Iteration 44Q: 3 clusters Score -1.621388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101195 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -16213876.000000 Penalty: 5723.301758
	Iteration 45Q: 3 clusters Score -1.621388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16213863.000000 Penalty: 5723.301758
	Iteration 46Q: 3 clusters Score -1.621386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101200 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16213858.000000 Penalty: 5723.301758
	Iteration 47Q: 3 clusters Score -1.621386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16213865.000000 Penalty: 5723.301758
	Iteration 48Q: 3 clusters Score -1.621386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101206 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16213881.000000 Penalty: 5723.301758
	Iteration 49Q: 3 clusters Score -1.621388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101211 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16213875.000000 Penalty: 5723.301758
	Iteration 50Q: 3 clusters Score -1.621388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101214 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -16213882.000000 Penalty: 5723.301758
	Iteration 51Q: 3 clusters Score -1.621388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101218 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16213869.000000 Penalty: 5723.301758
	Iteration 52Q: 3 clusters Score -1.621387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16213871.000000 Penalty: 5723.301758
	Iteration 53Q: 3 clusters Score -1.621387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101228 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -16213865.000000 Penalty: 5723.301758
	Iteration 54Q: 3 clusters Score -1.621386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101232 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16213858.000000 Penalty: 5723.301758
	Iteration 55Q: 3 clusters Score -1.621386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101237 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -16213855.000000 Penalty: 5723.301758
	Iteration 56Q: 3 clusters Score -1.621386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101244 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -16213847.000000 Penalty: 5723.301758
	Iteration 57Q: 3 clusters Score -1.621385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16213845.000000 Penalty: 5723.301758
	Iteration 58Q: 3 clusters Score -1.621384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -16213841.000000 Penalty: 5723.301758
	Iteration 59Q: 3 clusters Score -1.621384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -16213847.000000 Penalty: 5723.301758
	Iteration 60F: 3 clusters Score -1.621385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16213850.000000 Penalty: 5723.301758
	Iteration 61Q: 3 clusters Score -1.621385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101255 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16213850.000000 Penalty: 5723.301758
	Iteration 62F: 3 clusters Score -1.621385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Entering Unmasked Estep 
Score: -17501828.000000 Penalty: 2881.395020
	Iteration 0F: 2 clusters Score -1.750183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -17429898.000000 Penalty: 5762.790039
	Iteration 0F: 3 clusters Score -1.74299e+07 nChanged 52911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -17460854.000000 Penalty: 5762.790039
	Iteration 1F: 3 clusters Score -1.746085e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -17462498.000000 Penalty: 5762.790039
	Iteration 2Q: 3 clusters Score -1.74625e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -17464564.000000 Penalty: 5762.790039
	Iteration 3Q: 3 clusters Score -1.746456e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -17467556.000000 Penalty: 5762.790039
	Iteration 4F: 3 clusters Score -1.746756e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -17471836.000000 Penalty: 5762.790039
	Iteration 5F: 3 clusters Score -1.747184e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -17477728.000000 Penalty: 5762.790039
	Iteration 6F: 3 clusters Score -1.747773e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -17484664.000000 Penalty: 5762.790039
	Iteration 7F: 3 clusters Score -1.748466e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -17488988.000000 Penalty: 5762.790039
	Iteration 8F: 3 clusters Score -1.748899e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -17490684.000000 Penalty: 5762.790039
	Iteration 9Q: 3 clusters Score -1.749068e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -17491254.000000 Penalty: 5762.790039
	Iteration 10Q: 3 clusters Score -1.749125e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -17491598.000000 Penalty: 5762.790039
	Iteration 11Q: 3 clusters Score -1.74916e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -17491972.000000 Penalty: 5762.790039
	Iteration 12Q: 3 clusters Score -1.749197e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -17492244.000000 Penalty: 5762.790039
	Iteration 13Q: 3 clusters Score -1.749224e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -17492444.000000 Penalty: 5762.790039
	Iteration 14Q: 3 clusters Score -1.749244e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -17492614.000000 Penalty: 5762.790039
	Iteration 15Q: 3 clusters Score -1.749261e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -17492750.000000 Penalty: 5762.790039
	Iteration 16Q: 3 clusters Score -1.749275e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -17492974.000000 Penalty: 5762.790039
	Iteration 17Q: 3 clusters Score -1.749297e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -17493042.000000 Penalty: 5762.790039
	Iteration 18Q: 3 clusters Score -1.749304e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -17493134.000000 Penalty: 5762.790039
	Iteration 19Q: 3 clusters Score -1.749313e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -17493194.000000 Penalty: 5762.790039
	Iteration 20F: 3 clusters Score -1.749319e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62670 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -17493290.000000 Penalty: 5762.790039
	Iteration 21Q: 3 clusters Score -1.749329e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -17493368.000000 Penalty: 5762.790039
	Iteration 22Q: 3 clusters Score -1.749337e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -17493420.000000 Penalty: 5762.790039
	Iteration 23Q: 3 clusters Score -1.749342e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -17493450.000000 Penalty: 5762.790039
	Iteration 24Q: 3 clusters Score -1.749345e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -17493448.000000 Penalty: 5762.790039
	Iteration 25Q: 3 clusters Score -1.749345e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -17493432.000000 Penalty: 5762.790039
	Iteration 26Q: 3 clusters Score -1.749343e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -17493464.000000 Penalty: 5762.790039
	Iteration 27Q: 3 clusters Score -1.749346e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -17493450.000000 Penalty: 5762.790039
	Iteration 28Q: 3 clusters Score -1.749345e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -17493472.000000 Penalty: 5762.790039
	Iteration 29Q: 3 clusters Score -1.749347e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -17493474.000000 Penalty: 5762.790039
	Iteration 30Q: 3 clusters Score -1.749347e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -17493462.000000 Penalty: 5762.790039
	Iteration 31Q: 3 clusters Score -1.749346e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -17493470.000000 Penalty: 5762.790039
	Iteration 32Q: 3 clusters Score -1.749347e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -17493476.000000 Penalty: 5762.790039
	Iteration 33Q: 3 clusters Score -1.749348e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -17493470.000000 Penalty: 5762.790039
	Iteration 34Q: 3 clusters Score -1.749347e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -17493464.000000 Penalty: 5762.790039
	Iteration 35Q: 3 clusters Score -1.749346e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62556 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -17493502.000000 Penalty: 5762.790039
	Iteration 36Q: 3 clusters Score -1.74935e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -17493550.000000 Penalty: 5762.790039
	Iteration 37Q: 3 clusters Score -1.749355e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -17493574.000000 Penalty: 5762.790039
	Iteration 38Q: 3 clusters Score -1.749357e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -17493628.000000 Penalty: 5762.790039
	Iteration 39Q: 3 clusters Score -1.749363e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -17493746.000000 Penalty: 5762.790039
	Iteration 40F: 3 clusters Score -1.749375e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -17493746.000000 Penalty: 5762.790039
	Iteration 41Q: 3 clusters Score -1.749375e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -17493696.000000 Penalty: 5762.790039
	Iteration 42Q: 3 clusters Score -1.74937e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -17493726.000000 Penalty: 5762.790039
	Iteration 43Q: 3 clusters Score -1.749373e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -17493776.000000 Penalty: 5762.790039
	Iteration 44Q: 3 clusters Score -1.749378e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -17493790.000000 Penalty: 5762.790039
	Iteration 45Q: 3 clusters Score -1.749379e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -17493788.000000 Penalty: 5762.790039
	Iteration 46Q: 3 clusters Score -1.749379e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -17493744.000000 Penalty: 5762.790039
	Iteration 47Q: 3 clusters Score -1.749374e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -17493764.000000 Penalty: 5762.790039
	Iteration 48Q: 3 clusters Score -1.749376e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -17493750.000000 Penalty: 5762.790039
	Iteration 49Q: 3 clusters Score -1.749375e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -17493730.000000 Penalty: 5762.790039
	Iteration 50Q: 3 clusters Score -1.749373e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -17493740.000000 Penalty: 5762.790039
	Iteration 51Q: 3 clusters Score -1.749374e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -17493756.000000 Penalty: 5762.790039
	Iteration 52Q: 3 clusters Score -1.749376e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -17493744.000000 Penalty: 5762.790039
	Iteration 53Q: 3 clusters Score -1.749374e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -17493718.000000 Penalty: 5762.790039
	Iteration 54Q: 3 clusters Score -1.749372e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -17493690.000000 Penalty: 5762.790039
	Iteration 55Q: 3 clusters Score -1.749369e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62921 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -17493672.000000 Penalty: 5762.790039
	Iteration 56Q: 3 clusters Score -1.749367e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -17493684.000000 Penalty: 5762.790039
	Iteration 57Q: 3 clusters Score -1.749368e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -17493710.000000 Penalty: 5762.790039
	Iteration 58Q: 3 clusters Score -1.749371e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -17493714.000000 Penalty: 5762.790039
	Iteration 59Q: 3 clusters Score -1.749371e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -17493728.000000 Penalty: 5762.790039
	Iteration 60F: 3 clusters Score -1.749373e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -17493714.000000 Penalty: 5762.790039
	Iteration 61Q: 3 clusters Score -1.749371e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -17493714.000000 Penalty: 5762.790039
	Iteration 62Q: 3 clusters Score -1.749371e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -17493744.000000 Penalty: 5762.790039
	Iteration 63Q: 3 clusters Score -1.749374e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -17493740.000000 Penalty: 5762.790039
	Iteration 64Q: 3 clusters Score -1.749374e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -17493770.000000 Penalty: 5762.790039
	Iteration 65Q: 3 clusters Score -1.749377e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -17493762.000000 Penalty: 5762.790039
	Iteration 66Q: 3 clusters Score -1.749376e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -17493804.000000 Penalty: 5762.790039
	Iteration 67Q: 3 clusters Score -1.74938e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -17493792.000000 Penalty: 5762.790039
	Iteration 68Q: 3 clusters Score -1.749379e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -17493790.000000 Penalty: 5762.790039
	Iteration 69Q: 3 clusters Score -1.749379e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -17493812.000000 Penalty: 5762.790039
	Iteration 70Q: 3 clusters Score -1.749381e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -17493772.000000 Penalty: 5762.790039
	Iteration 71Q: 3 clusters Score -1.749377e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63143 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -17493764.000000 Penalty: 5762.790039
	Iteration 72Q: 3 clusters Score -1.749376e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -17493776.000000 Penalty: 5762.790039
	Iteration 73Q: 3 clusters Score -1.749378e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -17493774.000000 Penalty: 5762.790039
	Iteration 74Q: 3 clusters Score -1.749377e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -17493786.000000 Penalty: 5762.790039
	Iteration 75Q: 3 clusters Score -1.749379e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63127 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -17493860.000000 Penalty: 5762.790039
	Iteration 76Q: 3 clusters Score -1.749386e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -17493898.000000 Penalty: 5762.790039
	Iteration 77Q: 3 clusters Score -1.74939e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63094 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -17493932.000000 Penalty: 5762.790039
	Iteration 78Q: 3 clusters Score -1.749393e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -17493928.000000 Penalty: 5762.790039
	Iteration 79Q: 3 clusters Score -1.749393e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -17493932.000000 Penalty: 5762.790039
	Iteration 80F: 3 clusters Score -1.749393e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -17493946.000000 Penalty: 5762.790039
	Iteration 81Q: 3 clusters Score -1.749395e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -17493954.000000 Penalty: 5762.790039
	Iteration 82Q: 3 clusters Score -1.749395e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -17493956.000000 Penalty: 5762.790039
	Iteration 83Q: 3 clusters Score -1.749396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -17493936.000000 Penalty: 5762.790039
	Iteration 84Q: 3 clusters Score -1.749394e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -17493950.000000 Penalty: 5762.790039
	Iteration 85Q: 3 clusters Score -1.749395e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -17493930.000000 Penalty: 5762.790039
	Iteration 86Q: 3 clusters Score -1.749393e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62891 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -17493930.000000 Penalty: 5762.790039
	Iteration 87Q: 3 clusters Score -1.749393e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -17493938.000000 Penalty: 5762.790039
	Iteration 88Q: 3 clusters Score -1.749394e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -17493936.000000 Penalty: 5762.790039
	Iteration 89Q: 3 clusters Score -1.749394e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -17493926.000000 Penalty: 5762.790039
	Iteration 90Q: 3 clusters Score -1.749393e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -17493912.000000 Penalty: 5762.790039
	Iteration 91Q: 3 clusters Score -1.749391e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -17493914.000000 Penalty: 5762.790039
	Iteration 92Q: 3 clusters Score -1.749391e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -17493890.000000 Penalty: 5762.790039
	Iteration 93Q: 3 clusters Score -1.749389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -17493858.000000 Penalty: 5762.790039
	Iteration 94Q: 3 clusters Score -1.749386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62710 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -17493850.000000 Penalty: 5762.790039
	Iteration 95Q: 3 clusters Score -1.749385e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -17493856.000000 Penalty: 5762.790039
	Iteration 96Q: 3 clusters Score -1.749386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -17493848.000000 Penalty: 5762.790039
	Iteration 97Q: 3 clusters Score -1.749385e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -17493858.000000 Penalty: 5762.790039
	Iteration 98Q: 3 clusters Score -1.749386e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -17493842.000000 Penalty: 5762.790039
	Iteration 99Q: 3 clusters Score -1.749384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -17493846.000000 Penalty: 5762.790039
	Iteration 100F: 3 clusters Score -1.749385e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -17493832.000000 Penalty: 5762.790039
	Iteration 101Q: 3 clusters Score -1.749383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -17493844.000000 Penalty: 5762.790039
	Iteration 102Q: 3 clusters Score -1.749384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62607 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -17493862.000000 Penalty: 5762.790039
	Iteration 103Q: 3 clusters Score -1.749386e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -17493876.000000 Penalty: 5762.790039
	Iteration 104Q: 3 clusters Score -1.749388e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -17493846.000000 Penalty: 5762.790039
	Iteration 105Q: 3 clusters Score -1.749385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -17493848.000000 Penalty: 5762.790039
	Iteration 106Q: 3 clusters Score -1.749385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -17493852.000000 Penalty: 5762.790039
	Iteration 107Q: 3 clusters Score -1.749385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -17493862.000000 Penalty: 5762.790039
	Iteration 108Q: 3 clusters Score -1.749386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -17493866.000000 Penalty: 5762.790039
	Iteration 109Q: 3 clusters Score -1.749387e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -17493878.000000 Penalty: 5762.790039
	Iteration 110Q: 3 clusters Score -1.749388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -17493878.000000 Penalty: 5762.790039
	Iteration 111Q: 3 clusters Score -1.749388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -17493884.000000 Penalty: 5762.790039
	Iteration 112Q: 3 clusters Score -1.749388e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -17493866.000000 Penalty: 5762.790039
	Iteration 113Q: 3 clusters Score -1.749387e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -17493882.000000 Penalty: 5762.790039
	Iteration 114Q: 3 clusters Score -1.749388e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62443 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -17493882.000000 Penalty: 5762.790039
	Iteration 115Q: 3 clusters Score -1.749388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -17493846.000000 Penalty: 5762.790039
	Iteration 116Q: 3 clusters Score -1.749385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62419 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -17493838.000000 Penalty: 5762.790039
	Iteration 117Q: 3 clusters Score -1.749384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -17493844.000000 Penalty: 5762.790039
	Iteration 118Q: 3 clusters Score -1.749384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -17493834.000000 Penalty: 5762.790039
	Iteration 119Q: 3 clusters Score -1.749383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62401 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -17493834.000000 Penalty: 5762.790039
	Iteration 120F: 3 clusters Score -1.749383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -17493836.000000 Penalty: 5762.790039
	Iteration 121Q: 3 clusters Score -1.749384e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -17493838.000000 Penalty: 5762.790039
	Iteration 122Q: 3 clusters Score -1.749384e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -17493830.000000 Penalty: 5762.790039
	Iteration 123Q: 3 clusters Score -1.749383e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -17493850.000000 Penalty: 5762.790039
	Iteration 124Q: 3 clusters Score -1.749385e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -17493872.000000 Penalty: 5762.790039
	Iteration 125Q: 3 clusters Score -1.749387e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -17493876.000000 Penalty: 5762.790039
	Iteration 126Q: 3 clusters Score -1.749388e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -17493890.000000 Penalty: 5762.790039
	Iteration 127Q: 3 clusters Score -1.749389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -17493888.000000 Penalty: 5762.790039
	Iteration 128Q: 3 clusters Score -1.749389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62219 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -17493888.000000 Penalty: 5762.790039
	Iteration 129Q: 3 clusters Score -1.749389e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 5762.790039
	Iteration 130Q: 3 clusters Score -1.749391e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -17493914.000000 Penalty: 5762.790039
	Iteration 131Q: 3 clusters Score -1.749391e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 5762.790039
	Iteration 132Q: 3 clusters Score -1.749391e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62108 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -17493904.000000 Penalty: 5762.790039
	Iteration 133Q: 3 clusters Score -1.74939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -17493920.000000 Penalty: 5762.790039
	Iteration 134Q: 3 clusters Score -1.749392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -17493906.000000 Penalty: 5762.790039
	Iteration 135Q: 3 clusters Score -1.749391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -17493924.000000 Penalty: 5762.790039
	Iteration 136Q: 3 clusters Score -1.749392e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -17493884.000000 Penalty: 5762.790039
	Iteration 137Q: 3 clusters Score -1.749388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -17493892.000000 Penalty: 5762.790039
	Iteration 138Q: 3 clusters Score -1.749389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -17493894.000000 Penalty: 5762.790039
	Iteration 139Q: 3 clusters Score -1.749389e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -17493892.000000 Penalty: 5762.790039
	Iteration 140F: 3 clusters Score -1.749389e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61993 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -17493888.000000 Penalty: 5762.790039
	Iteration 141Q: 3 clusters Score -1.749389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -17493874.000000 Penalty: 5762.790039
	Iteration 142Q: 3 clusters Score -1.749387e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61950 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -17493892.000000 Penalty: 5762.790039
	Iteration 143Q: 3 clusters Score -1.749389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -17493876.000000 Penalty: 5762.790039
	Iteration 144Q: 3 clusters Score -1.749388e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -17493886.000000 Penalty: 5762.790039
	Iteration 145Q: 3 clusters Score -1.749389e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -17493888.000000 Penalty: 5762.790039
	Iteration 146Q: 3 clusters Score -1.749389e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -17493878.000000 Penalty: 5762.790039
	Iteration 147Q: 3 clusters Score -1.749388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -17493874.000000 Penalty: 5762.790039
	Iteration 148Q: 3 clusters Score -1.749387e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -17493872.000000 Penalty: 5762.790039
	Iteration 149Q: 3 clusters Score -1.749387e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -17493880.000000 Penalty: 5762.790039
	Iteration 150Q: 3 clusters Score -1.749388e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -17493896.000000 Penalty: 5762.790039
	Iteration 151Q: 3 clusters Score -1.74939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -17493876.000000 Penalty: 5762.790039
	Iteration 152Q: 3 clusters Score -1.749388e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -17493872.000000 Penalty: 5762.790039
	Iteration 153Q: 3 clusters Score -1.749387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -17493892.000000 Penalty: 5762.790039
	Iteration 154Q: 3 clusters Score -1.749389e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -17493874.000000 Penalty: 5762.790039
	Iteration 155Q: 3 clusters Score -1.749387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61594 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -17493876.000000 Penalty: 5762.790039
	Iteration 156Q: 3 clusters Score -1.749388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -17493872.000000 Penalty: 5762.790039
	Iteration 157Q: 3 clusters Score -1.749387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -17493856.000000 Penalty: 5762.790039
	Iteration 158Q: 3 clusters Score -1.749386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -17493862.000000 Penalty: 5762.790039
	Iteration 159Q: 3 clusters Score -1.749386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -17493864.000000 Penalty: 5762.790039
	Iteration 160F: 3 clusters Score -1.749386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -17493866.000000 Penalty: 5762.790039
	Iteration 161Q: 3 clusters Score -1.749387e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -17493866.000000 Penalty: 5762.790039
	Iteration 162Q: 3 clusters Score -1.749387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -17493864.000000 Penalty: 5762.790039
	Iteration 163Q: 3 clusters Score -1.749386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -17493864.000000 Penalty: 5762.790039
	Iteration 164Q: 3 clusters Score -1.749386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
Score: -17493860.000000 Penalty: 5762.790039
	Iteration 165Q: 3 clusters Score -1.749386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -17493858.000000 Penalty: 5762.790039
	Iteration 166Q: 3 clusters Score -1.749386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -17493870.000000 Penalty: 5762.790039
	Iteration 167Q: 3 clusters Score -1.749387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -17493874.000000 Penalty: 5762.790039
	Iteration 168Q: 3 clusters Score -1.749387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -17493856.000000 Penalty: 5762.790039
	Iteration 169Q: 3 clusters Score -1.749386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61315 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -17493834.000000 Penalty: 5762.790039
	Iteration 170Q: 3 clusters Score -1.749383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -17493856.000000 Penalty: 5762.790039
	Iteration 171Q: 3 clusters Score -1.749386e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -17493844.000000 Penalty: 5762.790039
	Iteration 172Q: 3 clusters Score -1.749384e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -17493854.000000 Penalty: 5762.790039
	Iteration 173Q: 3 clusters Score -1.749385e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -17493852.000000 Penalty: 5762.790039
	Iteration 174Q: 3 clusters Score -1.749385e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -17493842.000000 Penalty: 5762.790039
	Iteration 175Q: 3 clusters Score -1.749384e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61147 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -17493844.000000 Penalty: 5762.790039
	Iteration 176Q: 3 clusters Score -1.749384e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -17493850.000000 Penalty: 5762.790039
	Iteration 177Q: 3 clusters Score -1.749385e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -17493840.000000 Penalty: 5762.790039
	Iteration 178Q: 3 clusters Score -1.749384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61068 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -17493822.000000 Penalty: 5762.790039
	Iteration 179Q: 3 clusters Score -1.749382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -17493812.000000 Penalty: 5762.790039
	Iteration 180F: 3 clusters Score -1.749381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61024 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -17493814.000000 Penalty: 5762.790039
	Iteration 181Q: 3 clusters Score -1.749381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61005 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -17493820.000000 Penalty: 5762.790039
	Iteration 182Q: 3 clusters Score -1.749382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -17493808.000000 Penalty: 5762.790039
	Iteration 183Q: 3 clusters Score -1.749381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -17493806.000000 Penalty: 5762.790039
	Iteration 184Q: 3 clusters Score -1.749381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -17493806.000000 Penalty: 5762.790039
	Iteration 185Q: 3 clusters Score -1.749381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -17493816.000000 Penalty: 5762.790039
	Iteration 186Q: 3 clusters Score -1.749382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -17493810.000000 Penalty: 5762.790039
	Iteration 187Q: 3 clusters Score -1.749381e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60908 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -17493822.000000 Penalty: 5762.790039
	Iteration 188Q: 3 clusters Score -1.749382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -17493810.000000 Penalty: 5762.790039
	Iteration 189Q: 3 clusters Score -1.749381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -17493806.000000 Penalty: 5762.790039
	Iteration 190Q: 3 clusters Score -1.749381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -17493810.000000 Penalty: 5762.790039
	Iteration 191Q: 3 clusters Score -1.749381e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60827 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -17493796.000000 Penalty: 5762.790039
	Iteration 192Q: 3 clusters Score -1.74938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -17493806.000000 Penalty: 5762.790039
	Iteration 193Q: 3 clusters Score -1.749381e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -17493798.000000 Penalty: 5762.790039
	Iteration 194Q: 3 clusters Score -1.74938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -17493806.000000 Penalty: 5762.790039
	Iteration 195Q: 3 clusters Score -1.749381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -17493816.000000 Penalty: 5762.790039
	Iteration 196Q: 3 clusters Score -1.749382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60754 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -17493796.000000 Penalty: 5762.790039
	Iteration 197Q: 3 clusters Score -1.74938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -17493798.000000 Penalty: 5762.790039
	Iteration 198Q: 3 clusters Score -1.74938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -17493796.000000 Penalty: 5762.790039
	Iteration 199Q: 3 clusters Score -1.74938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -17493798.000000 Penalty: 5762.790039
	Iteration 200F: 3 clusters Score -1.74938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -17493774.000000 Penalty: 5762.790039
	Iteration 201Q: 3 clusters Score -1.749377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -17493780.000000 Penalty: 5762.790039
	Iteration 202Q: 3 clusters Score -1.749378e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -17493772.000000 Penalty: 5762.790039
	Iteration 203Q: 3 clusters Score -1.749377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -17493784.000000 Penalty: 5762.790039
	Iteration 204Q: 3 clusters Score -1.749378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -17493810.000000 Penalty: 5762.790039
	Iteration 205Q: 3 clusters Score -1.749381e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -17493820.000000 Penalty: 5762.790039
	Iteration 206Q: 3 clusters Score -1.749382e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -17493802.000000 Penalty: 5762.790039
	Iteration 207Q: 3 clusters Score -1.74938e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -17493828.000000 Penalty: 5762.790039
	Iteration 208Q: 3 clusters Score -1.749383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -17493800.000000 Penalty: 5762.790039
	Iteration 209Q: 3 clusters Score -1.74938e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -17493802.000000 Penalty: 5762.790039
	Iteration 210Q: 3 clusters Score -1.74938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -17493782.000000 Penalty: 5762.790039
	Iteration 211Q: 3 clusters Score -1.749378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -17493786.000000 Penalty: 5762.790039
	Iteration 212Q: 3 clusters Score -1.749379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -17493784.000000 Penalty: 5762.790039
	Iteration 213Q: 3 clusters Score -1.749378e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -17493774.000000 Penalty: 5762.790039
	Iteration 214Q: 3 clusters Score -1.749377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -17493764.000000 Penalty: 5762.790039
	Iteration 215Q: 3 clusters Score -1.749376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -17493768.000000 Penalty: 5762.790039
	Iteration 216Q: 3 clusters Score -1.749377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -17493768.000000 Penalty: 5762.790039
	Iteration 217Q: 3 clusters Score -1.749377e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -17493758.000000 Penalty: 5762.790039
	Iteration 218Q: 3 clusters Score -1.749376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -17493758.000000 Penalty: 5762.790039
	Iteration 219Q: 3 clusters Score -1.749376e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -17493754.000000 Penalty: 5762.790039
	Iteration 220F: 3 clusters Score -1.749375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -17493750.000000 Penalty: 5762.790039
	Iteration 221Q: 3 clusters Score -1.749375e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -17493758.000000 Penalty: 5762.790039
	Iteration 222Q: 3 clusters Score -1.749376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -17493762.000000 Penalty: 5762.790039
	Iteration 223Q: 3 clusters Score -1.749376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -17493758.000000 Penalty: 5762.790039
	Iteration 224Q: 3 clusters Score -1.749376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -17493772.000000 Penalty: 5762.790039
	Iteration 225Q: 3 clusters Score -1.749377e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -17493778.000000 Penalty: 5762.790039
	Iteration 226Q: 3 clusters Score -1.749378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -17493768.000000 Penalty: 5762.790039
	Iteration 227Q: 3 clusters Score -1.749377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -17493786.000000 Penalty: 5762.790039
	Iteration 228Q: 3 clusters Score -1.749379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -17493794.000000 Penalty: 5762.790039
	Iteration 229Q: 3 clusters Score -1.749379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -17493790.000000 Penalty: 5762.790039
	Iteration 230Q: 3 clusters Score -1.749379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -17493784.000000 Penalty: 5762.790039
	Iteration 231Q: 3 clusters Score -1.749378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -17493796.000000 Penalty: 5762.790039
	Iteration 232Q: 3 clusters Score -1.74938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -17493798.000000 Penalty: 5762.790039
	Iteration 233Q: 3 clusters Score -1.74938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -17493788.000000 Penalty: 5762.790039
	Iteration 234Q: 3 clusters Score -1.749379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -17493784.000000 Penalty: 5762.790039
	Iteration 235Q: 3 clusters Score -1.749378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -17493780.000000 Penalty: 5762.790039
	Iteration 236Q: 3 clusters Score -1.749378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -17493782.000000 Penalty: 5762.790039
	Iteration 237Q: 3 clusters Score -1.749378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -17493774.000000 Penalty: 5762.790039
	Iteration 238Q: 3 clusters Score -1.749377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -17493782.000000 Penalty: 5762.790039
	Iteration 239Q: 3 clusters Score -1.749378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -17493788.000000 Penalty: 5762.790039
	Iteration 240F: 3 clusters Score -1.749379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -17493788.000000 Penalty: 5762.790039
	Iteration 241Q: 3 clusters Score -1.749379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -17493776.000000 Penalty: 5762.790039
	Iteration 242Q: 3 clusters Score -1.749378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -17493770.000000 Penalty: 5762.790039
	Iteration 243Q: 3 clusters Score -1.749377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -17493770.000000 Penalty: 5762.790039
	Iteration 244Q: 3 clusters Score -1.749377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -17493776.000000 Penalty: 5762.790039
	Iteration 245Q: 3 clusters Score -1.749378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -17493772.000000 Penalty: 5762.790039
	Iteration 246Q: 3 clusters Score -1.749377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -17493778.000000 Penalty: 5762.790039
	Iteration 247Q: 3 clusters Score -1.749378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -17493772.000000 Penalty: 5762.790039
	Iteration 248Q: 3 clusters Score -1.749377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -17493762.000000 Penalty: 5762.790039
	Iteration 249Q: 3 clusters Score -1.749376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -17493758.000000 Penalty: 5762.790039
	Iteration 250Q: 3 clusters Score -1.749376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -17493762.000000 Penalty: 5762.790039
	Iteration 251Q: 3 clusters Score -1.749376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -17493770.000000 Penalty: 5762.790039
	Iteration 252Q: 3 clusters Score -1.749377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -17493782.000000 Penalty: 5762.790039
	Iteration 253Q: 3 clusters Score -1.749378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -17493780.000000 Penalty: 5762.790039
	Iteration 254Q: 3 clusters Score -1.749378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -17493780.000000 Penalty: 5762.790039
	Iteration 255F: 3 clusters Score -1.749378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -696533.375000 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -696533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -692215.125000 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -692215.1 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -693395.812500 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -693395.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -693819.312500 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -693819.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -694226.562500 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -694226.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -694603.625000 Penalty: 4202.105469
	Iteration 4F: 3 clusters Score -694603.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -694916.125000 Penalty: 4202.105469
	Iteration 5F: 3 clusters Score -694916.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -695153.875000 Penalty: 4202.105469
	Iteration 6F: 3 clusters Score -695153.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -695363.312500 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -695363.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -695521.437500 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -695521.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -695624.500000 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -695624.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -695698.562500 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -695698.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -695770.750000 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -695770.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -695826.750000 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -695826.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -695856.437500 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -695856.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -695875.750000 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -695875.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -695889.687500 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -695889.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -695899.375000 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -695899.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -695906.937500 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -695906.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -695911.125000 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -695911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -695913.500000 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -695913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -695914.875000 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -695914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -695917.625000 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -695917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -695918.750000 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -695918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -695921.312500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -695921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -695921.312500 Penalty: 4202.105469
	Iteration 24F: 3 clusters Score -695921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -565886.437500 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -565886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -562185.812500 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -562185.8 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -563027.187500 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -563027.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -563205.375000 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -563205.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -563318.000000 Penalty: 4067.887207
	Iteration 3Q: 3 clusters Score -563318 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -563411.000000 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -563411 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -563488.125000 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -563488.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -563556.437500 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -563556.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -563600.812500 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -563600.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -563636.750000 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -563636.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -563669.437500 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -563669.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -563694.750000 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -563694.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -563712.750000 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -563712.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -563728.312500 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -563728.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -563743.187500 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -563743.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -563760.250000 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -563760.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -563779.687500 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -563779.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -563800.125000 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -563800.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -563825.562500 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -563825.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -563862.875000 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -563862.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -563925.375000 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -563925.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -563995.125000 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -563995.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -564087.500000 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -564087.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -564158.000000 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -564158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -564220.875000 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -564220.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -564276.750000 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -564276.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -564344.625000 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -564344.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -564411.750000 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -564411.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -564462.125000 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -564462.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -564498.500000 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -564498.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -564525.687500 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -564525.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -564543.812500 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -564543.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -564566.937500 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -564566.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -564594.187500 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -564594.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -564619.062500 Penalty: 4067.887207
	Iteration 33Q: 3 clusters Score -564619.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -564649.687500 Penalty: 4067.887207
	Iteration 34Q: 3 clusters Score -564649.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -564662.062500 Penalty: 4067.887207
	Iteration 35Q: 3 clusters Score -564662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -564669.562500 Penalty: 4067.887207
	Iteration 36Q: 3 clusters Score -564669.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -564675.562500 Penalty: 4067.887207
	Iteration 37Q: 3 clusters Score -564675.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -564680.750000 Penalty: 4067.887207
	Iteration 38Q: 3 clusters Score -564680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -564686.500000 Penalty: 4067.887207
	Iteration 39Q: 3 clusters Score -564686.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -564692.500000 Penalty: 4067.887207
	Iteration 40F: 3 clusters Score -564692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -564699.000000 Penalty: 4067.887207
	Iteration 41Q: 3 clusters Score -564699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -564708.062500 Penalty: 4067.887207
	Iteration 42Q: 3 clusters Score -564708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -564712.187500 Penalty: 4067.887207
	Iteration 43Q: 3 clusters Score -564712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -564717.500000 Penalty: 4067.887207
	Iteration 44Q: 3 clusters Score -564717.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -564722.062500 Penalty: 4067.887207
	Iteration 45Q: 3 clusters Score -564722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -564724.937500 Penalty: 4067.887207
	Iteration 46Q: 3 clusters Score -564724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -564728.937500 Penalty: 4067.887207
	Iteration 47Q: 3 clusters Score -564728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -564730.687500 Penalty: 4067.887207
	Iteration 48Q: 3 clusters Score -564730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -564731.937500 Penalty: 4067.887207
	Iteration 49Q: 3 clusters Score -564731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -564734.062500 Penalty: 4067.887207
	Iteration 50Q: 3 clusters Score -564734.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -564737.500000 Penalty: 4067.887207
	Iteration 51Q: 3 clusters Score -564737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -564738.562500 Penalty: 4067.887207
	Iteration 52Q: 3 clusters Score -564738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -564738.625000 Penalty: 4067.887207
	Iteration 53Q: 3 clusters Score -564738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -564739.812500 Penalty: 4067.887207
	Iteration 54Q: 3 clusters Score -564739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -564741.062500 Penalty: 4067.887207
	Iteration 55Q: 3 clusters Score -564741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -564740.437500 Penalty: 4067.887207
	Iteration 56Q: 3 clusters Score -564740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -564740.875000 Penalty: 4067.887207
	Iteration 57Q: 3 clusters Score -564740.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -564740.875000 Penalty: 4067.887207
	Iteration 58F: 3 clusters Score -564740.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Entering Unmasked Estep 
Score: -1349856.000000 Penalty: 2257.427979
	Iteration 0F: 2 clusters Score -1349856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1342821.500000 Penalty: 4514.855957
	Iteration 0F: 3 clusters Score -1342822 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1344781.375000 Penalty: 4514.855957
	Iteration 1F: 3 clusters Score -1344781 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1345056.250000 Penalty: 4514.855957
	Iteration 2F: 3 clusters Score -1345056 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1345247.875000 Penalty: 4514.855957
	Iteration 3Q: 3 clusters Score -1345248 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1345394.500000 Penalty: 4514.855957
	Iteration 4Q: 3 clusters Score -1345394 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1345502.250000 Penalty: 4514.855957
	Iteration 5Q: 3 clusters Score -1345502 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1345575.000000 Penalty: 4514.855957
	Iteration 6Q: 3 clusters Score -1345575 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1345643.750000 Penalty: 4514.855957
	Iteration 7Q: 3 clusters Score -1345644 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1345703.750000 Penalty: 4514.855957
	Iteration 8Q: 3 clusters Score -1345704 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1345757.875000 Penalty: 4514.855957
	Iteration 9Q: 3 clusters Score -1345758 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1345813.875000 Penalty: 4514.855957
	Iteration 10Q: 3 clusters Score -1345814 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1345876.875000 Penalty: 4514.855957
	Iteration 11Q: 3 clusters Score -1345877 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1345933.500000 Penalty: 4514.855957
	Iteration 12Q: 3 clusters Score -1345934 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1345997.125000 Penalty: 4514.855957
	Iteration 13Q: 3 clusters Score -1345997 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1346048.375000 Penalty: 4514.855957
	Iteration 14Q: 3 clusters Score -1346048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1346093.250000 Penalty: 4514.855957
	Iteration 15Q: 3 clusters Score -1346093 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1346133.250000 Penalty: 4514.855957
	Iteration 16Q: 3 clusters Score -1346133 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1346167.750000 Penalty: 4514.855957
	Iteration 17Q: 3 clusters Score -1346168 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1346198.125000 Penalty: 4514.855957
	Iteration 18Q: 3 clusters Score -1346198 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1346232.625000 Penalty: 4514.855957
	Iteration 19Q: 3 clusters Score -1346233 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1346285.125000 Penalty: 4514.855957
	Iteration 20F: 3 clusters Score -1346285 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1346329.125000 Penalty: 4514.855957
	Iteration 21Q: 3 clusters Score -1346329 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1346386.000000 Penalty: 4514.855957
	Iteration 22Q: 3 clusters Score -1346386 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1346441.625000 Penalty: 4514.855957
	Iteration 23Q: 3 clusters Score -1346442 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1346513.625000 Penalty: 4514.855957
	Iteration 24Q: 3 clusters Score -1346514 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1346591.125000 Penalty: 4514.855957
	Iteration 25Q: 3 clusters Score -1346591 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1346681.250000 Penalty: 4514.855957
	Iteration 26Q: 3 clusters Score -1346681 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1346782.125000 Penalty: 4514.855957
	Iteration 27Q: 3 clusters Score -1346782 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1346892.000000 Penalty: 4514.855957
	Iteration 28Q: 3 clusters Score -1346892 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1347001.625000 Penalty: 4514.855957
	Iteration 29Q: 3 clusters Score -1347002 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1347109.250000 Penalty: 4514.855957
	Iteration 30Q: 3 clusters Score -1347109 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1347220.875000 Penalty: 4514.855957
	Iteration 31Q: 3 clusters Score -1347221 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1347332.125000 Penalty: 4514.855957
	Iteration 32Q: 3 clusters Score -1347332 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1347441.375000 Penalty: 4514.855957
	Iteration 33Q: 3 clusters Score -1347441 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1347530.750000 Penalty: 4514.855957
	Iteration 34Q: 3 clusters Score -1347531 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1347624.000000 Penalty: 4514.855957
	Iteration 35Q: 3 clusters Score -1347624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1347699.750000 Penalty: 4514.855957
	Iteration 36Q: 3 clusters Score -1347700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1347766.250000 Penalty: 4514.855957
	Iteration 37Q: 3 clusters Score -1347766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1347819.250000 Penalty: 4514.855957
	Iteration 38Q: 3 clusters Score -1347819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1347857.000000 Penalty: 4514.855957
	Iteration 39Q: 3 clusters Score -1347857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1347881.750000 Penalty: 4514.855957
	Iteration 40F: 3 clusters Score -1347882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1347898.250000 Penalty: 4514.855957
	Iteration 41Q: 3 clusters Score -1347898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1347915.625000 Penalty: 4514.855957
	Iteration 42Q: 3 clusters Score -1347916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1347924.750000 Penalty: 4514.855957
	Iteration 43Q: 3 clusters Score -1347925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1347932.250000 Penalty: 4514.855957
	Iteration 44Q: 3 clusters Score -1347932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1347938.875000 Penalty: 4514.855957
	Iteration 45Q: 3 clusters Score -1347939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1347945.875000 Penalty: 4514.855957
	Iteration 46Q: 3 clusters Score -1347946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1347947.625000 Penalty: 4514.855957
	Iteration 47Q: 3 clusters Score -1347948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1347949.000000 Penalty: 4514.855957
	Iteration 48Q: 3 clusters Score -1347949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1347950.250000 Penalty: 4514.855957
	Iteration 49Q: 3 clusters Score -1347950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1347950.000000 Penalty: 4514.855957
	Iteration 50Q: 3 clusters Score -1347950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1347949.500000 Penalty: 4514.855957
	Iteration 51Q: 3 clusters Score -1347950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1347954.875000 Penalty: 4514.855957
	Iteration 52Q: 3 clusters Score -1347955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1347961.125000 Penalty: 4514.855957
	Iteration 53Q: 3 clusters Score -1347961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1347963.875000 Penalty: 4514.855957
	Iteration 54Q: 3 clusters Score -1347964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1347966.625000 Penalty: 4514.855957
	Iteration 55Q: 3 clusters Score -1347967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1347966.500000 Penalty: 4514.855957
	Iteration 56Q: 3 clusters Score -1347966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1347969.750000 Penalty: 4514.855957
	Iteration 57Q: 3 clusters Score -1347970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1347968.125000 Penalty: 4514.855957
	Iteration 58Q: 3 clusters Score -1347968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1347968.750000 Penalty: 4514.855957
	Iteration 59Q: 3 clusters Score -1347969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1347969.125000 Penalty: 4514.855957
	Iteration 60F: 3 clusters Score -1347969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1347971.250000 Penalty: 4514.855957
	Iteration 61Q: 3 clusters Score -1347971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1347972.375000 Penalty: 4514.855957
	Iteration 62Q: 3 clusters Score -1347972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1347977.250000 Penalty: 4514.855957
	Iteration 63Q: 3 clusters Score -1347977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1347977.250000 Penalty: 4514.855957
	Iteration 64F: 3 clusters Score -1347977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Entering Unmasked Estep 
Score: -1518921.125000 Penalty: 2272.485840
	Iteration 0F: 2 clusters Score -1518921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1511476.500000 Penalty: 4544.971680
	Iteration 0F: 3 clusters Score -1511476 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1513704.250000 Penalty: 4544.971680
	Iteration 1F: 3 clusters Score -1513704 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1514150.750000 Penalty: 4544.971680
	Iteration 2F: 3 clusters Score -1514151 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1514663.750000 Penalty: 4544.971680
	Iteration 3F: 3 clusters Score -1514664 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1515113.000000 Penalty: 4544.971680
	Iteration 4F: 3 clusters Score -1515113 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1515466.375000 Penalty: 4544.971680
	Iteration 5F: 3 clusters Score -1515466 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1515750.375000 Penalty: 4544.971680
	Iteration 6F: 3 clusters Score -1515750 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1515974.625000 Penalty: 4544.971680
	Iteration 7Q: 3 clusters Score -1515975 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1516183.875000 Penalty: 4544.971680
	Iteration 8Q: 3 clusters Score -1516184 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1516368.750000 Penalty: 4544.971680
	Iteration 9Q: 3 clusters Score -1516369 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1516516.375000 Penalty: 4544.971680
	Iteration 10Q: 3 clusters Score -1516516 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1516635.125000 Penalty: 4544.971680
	Iteration 11Q: 3 clusters Score -1516635 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1516743.125000 Penalty: 4544.971680
	Iteration 12Q: 3 clusters Score -1516743 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1516851.500000 Penalty: 4544.971680
	Iteration 13Q: 3 clusters Score -1516852 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1516942.875000 Penalty: 4544.971680
	Iteration 14Q: 3 clusters Score -1516943 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1517035.000000 Penalty: 4544.971680
	Iteration 15Q: 3 clusters Score -1517035 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1517112.875000 Penalty: 4544.971680
	Iteration 16Q: 3 clusters Score -1517113 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1517174.375000 Penalty: 4544.971680
	Iteration 17Q: 3 clusters Score -1517174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1517226.125000 Penalty: 4544.971680
	Iteration 18Q: 3 clusters Score -1517226 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1517275.625000 Penalty: 4544.971680
	Iteration 19Q: 3 clusters Score -1517276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1517331.250000 Penalty: 4544.971680
	Iteration 20F: 3 clusters Score -1517331 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1517375.500000 Penalty: 4544.971680
	Iteration 21Q: 3 clusters Score -1517376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1517423.250000 Penalty: 4544.971680
	Iteration 22Q: 3 clusters Score -1517423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1517462.625000 Penalty: 4544.971680
	Iteration 23Q: 3 clusters Score -1517463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1517492.250000 Penalty: 4544.971680
	Iteration 24Q: 3 clusters Score -1517492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1517515.500000 Penalty: 4544.971680
	Iteration 25Q: 3 clusters Score -1517516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1517531.125000 Penalty: 4544.971680
	Iteration 26Q: 3 clusters Score -1517531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1517550.750000 Penalty: 4544.971680
	Iteration 27Q: 3 clusters Score -1517551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1517568.125000 Penalty: 4544.971680
	Iteration 28Q: 3 clusters Score -1517568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1517579.375000 Penalty: 4544.971680
	Iteration 29Q: 3 clusters Score -1517579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1517588.500000 Penalty: 4544.971680
	Iteration 30Q: 3 clusters Score -1517588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1517596.625000 Penalty: 4544.971680
	Iteration 31Q: 3 clusters Score -1517597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1517600.875000 Penalty: 4544.971680
	Iteration 32Q: 3 clusters Score -1517601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1517606.625000 Penalty: 4544.971680
	Iteration 33Q: 3 clusters Score -1517607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1517616.000000 Penalty: 4544.971680
	Iteration 34Q: 3 clusters Score -1517616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1517625.000000 Penalty: 4544.971680
	Iteration 35Q: 3 clusters Score -1517625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1517624.875000 Penalty: 4544.971680
	Iteration 36Q: 3 clusters Score -1517625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1517628.250000 Penalty: 4544.971680
	Iteration 37Q: 3 clusters Score -1517628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1517631.000000 Penalty: 4544.971680
	Iteration 38Q: 3 clusters Score -1517631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1517634.125000 Penalty: 4544.971680
	Iteration 39Q: 3 clusters Score -1517634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1517639.125000 Penalty: 4544.971680
	Iteration 40F: 3 clusters Score -1517639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1517642.625000 Penalty: 4544.971680
	Iteration 41Q: 3 clusters Score -1517643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1517643.625000 Penalty: 4544.971680
	Iteration 42Q: 3 clusters Score -1517644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1517645.625000 Penalty: 4544.971680
	Iteration 43Q: 3 clusters Score -1517646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1517642.500000 Penalty: 4544.971680
	Iteration 44Q: 3 clusters Score -1517642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1517646.125000 Penalty: 4544.971680
	Iteration 45Q: 3 clusters Score -1517646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1517649.500000 Penalty: 4544.971680
	Iteration 46Q: 3 clusters Score -1517650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1517650.750000 Penalty: 4544.971680
	Iteration 47Q: 3 clusters Score -1517651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1517652.375000 Penalty: 4544.971680
	Iteration 48Q: 3 clusters Score -1517652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1517652.000000 Penalty: 4544.971680
	Iteration 49Q: 3 clusters Score -1517652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1517655.500000 Penalty: 4544.971680
	Iteration 50Q: 3 clusters Score -1517656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1517654.125000 Penalty: 4544.971680
	Iteration 51Q: 3 clusters Score -1517654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1517654.125000 Penalty: 4544.971680
	Iteration 52Q: 3 clusters Score -1517654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1517654.875000 Penalty: 4544.971680
	Iteration 53Q: 3 clusters Score -1517655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1517655.125000 Penalty: 4544.971680
	Iteration 54Q: 3 clusters Score -1517655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1517655.750000 Penalty: 4544.971680
	Iteration 55Q: 3 clusters Score -1517656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1517656.250000 Penalty: 4544.971680
	Iteration 56Q: 3 clusters Score -1517656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1517656.750000 Penalty: 4544.971680
	Iteration 57Q: 3 clusters Score -1517657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1517656.625000 Penalty: 4544.971680
	Iteration 58Q: 3 clusters Score -1517657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1517660.000000 Penalty: 4544.971680
	Iteration 59Q: 3 clusters Score -1517660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1517662.000000 Penalty: 4544.971680
	Iteration 60F: 3 clusters Score -1517662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1517663.375000 Penalty: 4544.971680
	Iteration 61Q: 3 clusters Score -1517663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1517661.375000 Penalty: 4544.971680
	Iteration 62Q: 3 clusters Score -1517661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1517661.375000 Penalty: 4544.971680
	Iteration 63F: 3 clusters Score -1517661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Entering Unmasked Estep 
Score: -4413190.500000 Penalty: 2538.124512
	Iteration 0F: 2 clusters Score -4413190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4394034.000000 Penalty: 5076.249023
	Iteration 0F: 3 clusters Score -4394034 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4400770.500000 Penalty: 5076.249023
	Iteration 1F: 3 clusters Score -4400770 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -4401374.500000 Penalty: 5076.249023
	Iteration 2F: 3 clusters Score -4401374 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -4401994.500000 Penalty: 5076.249023
	Iteration 3Q: 3 clusters Score -4401994 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4402577.000000 Penalty: 5076.249023
	Iteration 4Q: 3 clusters Score -4402577 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -4403063.000000 Penalty: 5076.249023
	Iteration 5Q: 3 clusters Score -4403063 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4403570.000000 Penalty: 5076.249023
	Iteration 6Q: 3 clusters Score -4403570 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4404096.000000 Penalty: 5076.249023
	Iteration 7Q: 3 clusters Score -4404096 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -4404702.500000 Penalty: 5076.249023
	Iteration 8Q: 3 clusters Score -4404702 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4405330.000000 Penalty: 5076.249023
	Iteration 9Q: 3 clusters Score -4405330 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4406005.000000 Penalty: 5076.249023
	Iteration 10Q: 3 clusters Score -4406005 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4406727.500000 Penalty: 5076.249023
	Iteration 11Q: 3 clusters Score -4406728 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4407466.000000 Penalty: 5076.249023
	Iteration 12Q: 3 clusters Score -4407466 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4408034.500000 Penalty: 5076.249023
	Iteration 13Q: 3 clusters Score -4408034 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4408527.500000 Penalty: 5076.249023
	Iteration 14Q: 3 clusters Score -4408528 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4408954.000000 Penalty: 5076.249023
	Iteration 15Q: 3 clusters Score -4408954 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -4409293.500000 Penalty: 5076.249023
	Iteration 16Q: 3 clusters Score -4409294 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4409596.000000 Penalty: 5076.249023
	Iteration 17Q: 3 clusters Score -4409596 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -4409834.500000 Penalty: 5076.249023
	Iteration 18Q: 3 clusters Score -4409834 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -4409990.000000 Penalty: 5076.249023
	Iteration 19Q: 3 clusters Score -4409990 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -4410084.500000 Penalty: 5076.249023
	Iteration 20F: 3 clusters Score -4410084 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4410157.500000 Penalty: 5076.249023
	Iteration 21Q: 3 clusters Score -4410158 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4410241.500000 Penalty: 5076.249023
	Iteration 22Q: 3 clusters Score -4410242 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4410282.500000 Penalty: 5076.249023
	Iteration 23Q: 3 clusters Score -4410282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -4410325.000000 Penalty: 5076.249023
	Iteration 24Q: 3 clusters Score -4410325 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -4410369.000000 Penalty: 5076.249023
	Iteration 25Q: 3 clusters Score -4410369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4410418.500000 Penalty: 5076.249023
	Iteration 26Q: 3 clusters Score -4410418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4410457.500000 Penalty: 5076.249023
	Iteration 27Q: 3 clusters Score -4410458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4410492.000000 Penalty: 5076.249023
	Iteration 28Q: 3 clusters Score -4410492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4410520.500000 Penalty: 5076.249023
	Iteration 29Q: 3 clusters Score -4410520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -4410536.000000 Penalty: 5076.249023
	Iteration 30Q: 3 clusters Score -4410536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4410545.500000 Penalty: 5076.249023
	Iteration 31Q: 3 clusters Score -4410546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4410567.500000 Penalty: 5076.249023
	Iteration 32Q: 3 clusters Score -4410568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -4410583.500000 Penalty: 5076.249023
	Iteration 33Q: 3 clusters Score -4410584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4410595.000000 Penalty: 5076.249023
	Iteration 34Q: 3 clusters Score -4410595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4410608.500000 Penalty: 5076.249023
	Iteration 35Q: 3 clusters Score -4410608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4410618.000000 Penalty: 5076.249023
	Iteration 36Q: 3 clusters Score -4410618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4410624.000000 Penalty: 5076.249023
	Iteration 37Q: 3 clusters Score -4410624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4410623.500000 Penalty: 5076.249023
	Iteration 38Q: 3 clusters Score -4410624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4410649.500000 Penalty: 5076.249023
	Iteration 39Q: 3 clusters Score -4410650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -4410667.500000 Penalty: 5076.249023
	Iteration 40F: 3 clusters Score -4410668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4410682.500000 Penalty: 5076.249023
	Iteration 41Q: 3 clusters Score -4410682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -4410692.000000 Penalty: 5076.249023
	Iteration 42Q: 3 clusters Score -4410692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -4410694.500000 Penalty: 5076.249023
	Iteration 43Q: 3 clusters Score -4410694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -4410714.000000 Penalty: 5076.249023
	Iteration 44Q: 3 clusters Score -4410714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -4410741.500000 Penalty: 5076.249023
	Iteration 45Q: 3 clusters Score -4410742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -4410751.500000 Penalty: 5076.249023
	Iteration 46Q: 3 clusters Score -4410752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -4410765.500000 Penalty: 5076.249023
	Iteration 47Q: 3 clusters Score -4410766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -4410782.000000 Penalty: 5076.249023
	Iteration 48Q: 3 clusters Score -4410782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4410786.000000 Penalty: 5076.249023
	Iteration 49Q: 3 clusters Score -4410786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4410793.000000 Penalty: 5076.249023
	Iteration 50Q: 3 clusters Score -4410793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -4410806.000000 Penalty: 5076.249023
	Iteration 51Q: 3 clusters Score -4410806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -4410813.500000 Penalty: 5076.249023
	Iteration 52Q: 3 clusters Score -4410814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4410830.500000 Penalty: 5076.249023
	Iteration 53Q: 3 clusters Score -4410830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -4410842.000000 Penalty: 5076.249023
	Iteration 54Q: 3 clusters Score -4410842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -4410843.000000 Penalty: 5076.249023
	Iteration 55Q: 3 clusters Score -4410843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -4410843.000000 Penalty: 5076.249023
	Iteration 56Q: 3 clusters Score -4410843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -4410854.000000 Penalty: 5076.249023
	Iteration 57Q: 3 clusters Score -4410854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -4410855.000000 Penalty: 5076.249023
	Iteration 58Q: 3 clusters Score -4410855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4410870.000000 Penalty: 5076.249023
	Iteration 59Q: 3 clusters Score -4410870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4410875.000000 Penalty: 5076.249023
	Iteration 60F: 3 clusters Score -4410875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -4410867.000000 Penalty: 5076.249023
	Iteration 61Q: 3 clusters Score -4410867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4410872.500000 Penalty: 5076.249023
	Iteration 62Q: 3 clusters Score -4410872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -4410877.000000 Penalty: 5076.249023
	Iteration 63Q: 3 clusters Score -4410877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -4410887.500000 Penalty: 5076.249023
	Iteration 64Q: 3 clusters Score -4410888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -4410894.500000 Penalty: 5076.249023
	Iteration 65Q: 3 clusters Score -4410894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4410892.500000 Penalty: 5076.249023
	Iteration 66Q: 3 clusters Score -4410892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4410899.500000 Penalty: 5076.249023
	Iteration 67Q: 3 clusters Score -4410900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4410905.500000 Penalty: 5076.249023
	Iteration 68Q: 3 clusters Score -4410906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -4410907.500000 Penalty: 5076.249023
	Iteration 69Q: 3 clusters Score -4410908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -4410916.500000 Penalty: 5076.249023
	Iteration 70Q: 3 clusters Score -4410916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4410932.500000 Penalty: 5076.249023
	Iteration 71Q: 3 clusters Score -4410932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4410934.500000 Penalty: 5076.249023
	Iteration 72Q: 3 clusters Score -4410934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -4410943.500000 Penalty: 5076.249023
	Iteration 73Q: 3 clusters Score -4410944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -4410950.000000 Penalty: 5076.249023
	Iteration 74Q: 3 clusters Score -4410950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -4410972.500000 Penalty: 5076.249023
	Iteration 75Q: 3 clusters Score -4410972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -4410983.500000 Penalty: 5076.249023
	Iteration 76Q: 3 clusters Score -4410984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4410994.500000 Penalty: 5076.249023
	Iteration 77Q: 3 clusters Score -4410994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4411006.000000 Penalty: 5076.249023
	Iteration 78Q: 3 clusters Score -4411006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4411012.500000 Penalty: 5076.249023
	Iteration 79Q: 3 clusters Score -4411012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4411020.500000 Penalty: 5076.249023
	Iteration 80F: 3 clusters Score -4411020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4411020.000000 Penalty: 5076.249023
	Iteration 81Q: 3 clusters Score -4411020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4411019.000000 Penalty: 5076.249023
	Iteration 82Q: 3 clusters Score -4411019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -4411027.000000 Penalty: 5076.249023
	Iteration 83Q: 3 clusters Score -4411027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4411037.000000 Penalty: 5076.249023
	Iteration 84Q: 3 clusters Score -4411037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4411040.500000 Penalty: 5076.249023
	Iteration 85Q: 3 clusters Score -4411040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4411046.500000 Penalty: 5076.249023
	Iteration 86Q: 3 clusters Score -4411046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -4411047.000000 Penalty: 5076.249023
	Iteration 87Q: 3 clusters Score -4411047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4411049.000000 Penalty: 5076.249023
	Iteration 88Q: 3 clusters Score -4411049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4411049.000000 Penalty: 5076.249023
	Iteration 89Q: 3 clusters Score -4411049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -4411052.500000 Penalty: 5076.249023
	Iteration 90Q: 3 clusters Score -4411052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -4411054.000000 Penalty: 5076.249023
	Iteration 91Q: 3 clusters Score -4411054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -4411054.000000 Penalty: 5076.249023
	Iteration 92F: 3 clusters Score -4411054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Entering Unmasked Estep 
Score: -1463647.750000 Penalty: 2268.792969
	Iteration 0F: 2 clusters Score -1463648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1456351.125000 Penalty: 4537.585938
	Iteration 0F: 3 clusters Score -1456351 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1458484.625000 Penalty: 4537.585938
	Iteration 1F: 3 clusters Score -1458485 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1458781.500000 Penalty: 4537.585938
	Iteration 2F: 3 clusters Score -1458782 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1458972.750000 Penalty: 4537.585938
	Iteration 3Q: 3 clusters Score -1458973 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1459123.625000 Penalty: 4537.585938
	Iteration 4Q: 3 clusters Score -1459124 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1459239.125000 Penalty: 4537.585938
	Iteration 5Q: 3 clusters Score -1459239 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1459345.250000 Penalty: 4537.585938
	Iteration 6Q: 3 clusters Score -1459345 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1459447.375000 Penalty: 4537.585938
	Iteration 7Q: 3 clusters Score -1459447 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1459531.125000 Penalty: 4537.585938
	Iteration 8Q: 3 clusters Score -1459531 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1459611.750000 Penalty: 4537.585938
	Iteration 9Q: 3 clusters Score -1459612 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1459695.625000 Penalty: 4537.585938
	Iteration 10Q: 3 clusters Score -1459696 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1459763.500000 Penalty: 4537.585938
	Iteration 11Q: 3 clusters Score -1459764 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1459839.250000 Penalty: 4537.585938
	Iteration 12Q: 3 clusters Score -1459839 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1459910.375000 Penalty: 4537.585938
	Iteration 13Q: 3 clusters Score -1459910 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1459994.500000 Penalty: 4537.585938
	Iteration 14Q: 3 clusters Score -1459994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1460076.875000 Penalty: 4537.585938
	Iteration 15Q: 3 clusters Score -1460077 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1460179.750000 Penalty: 4537.585938
	Iteration 16Q: 3 clusters Score -1460180 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1460306.875000 Penalty: 4537.585938
	Iteration 17Q: 3 clusters Score -1460307 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1460444.375000 Penalty: 4537.585938
	Iteration 18Q: 3 clusters Score -1460444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1460595.625000 Penalty: 4537.585938
	Iteration 19Q: 3 clusters Score -1460596 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1460716.000000 Penalty: 4537.585938
	Iteration 20F: 3 clusters Score -1460716 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1460829.125000 Penalty: 4537.585938
	Iteration 21Q: 3 clusters Score -1460829 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1460950.625000 Penalty: 4537.585938
	Iteration 22Q: 3 clusters Score -1460951 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1461045.000000 Penalty: 4537.585938
	Iteration 23Q: 3 clusters Score -1461045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1461127.750000 Penalty: 4537.585938
	Iteration 24Q: 3 clusters Score -1461128 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1461193.375000 Penalty: 4537.585938
	Iteration 25Q: 3 clusters Score -1461193 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1461259.375000 Penalty: 4537.585938
	Iteration 26Q: 3 clusters Score -1461259 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1461309.125000 Penalty: 4537.585938
	Iteration 27Q: 3 clusters Score -1461309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1461360.375000 Penalty: 4537.585938
	Iteration 28Q: 3 clusters Score -1461360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1461402.125000 Penalty: 4537.585938
	Iteration 29Q: 3 clusters Score -1461402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1461441.125000 Penalty: 4537.585938
	Iteration 30Q: 3 clusters Score -1461441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1461469.375000 Penalty: 4537.585938
	Iteration 31Q: 3 clusters Score -1461469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1461504.375000 Penalty: 4537.585938
	Iteration 32Q: 3 clusters Score -1461504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1461531.875000 Penalty: 4537.585938
	Iteration 33Q: 3 clusters Score -1461532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1461561.125000 Penalty: 4537.585938
	Iteration 34Q: 3 clusters Score -1461561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1461583.750000 Penalty: 4537.585938
	Iteration 35Q: 3 clusters Score -1461584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1461608.250000 Penalty: 4537.585938
	Iteration 36Q: 3 clusters Score -1461608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1461621.125000 Penalty: 4537.585938
	Iteration 37Q: 3 clusters Score -1461621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1461645.375000 Penalty: 4537.585938
	Iteration 38Q: 3 clusters Score -1461645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1461655.375000 Penalty: 4537.585938
	Iteration 39Q: 3 clusters Score -1461655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1461658.875000 Penalty: 4537.585938
	Iteration 40F: 3 clusters Score -1461659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1461669.125000 Penalty: 4537.585938
	Iteration 41Q: 3 clusters Score -1461669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1461674.000000 Penalty: 4537.585938
	Iteration 42Q: 3 clusters Score -1461674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1461676.750000 Penalty: 4537.585938
	Iteration 43Q: 3 clusters Score -1461677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1461680.250000 Penalty: 4537.585938
	Iteration 44Q: 3 clusters Score -1461680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1461683.500000 Penalty: 4537.585938
	Iteration 45Q: 3 clusters Score -1461684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1461683.875000 Penalty: 4537.585938
	Iteration 46Q: 3 clusters Score -1461684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1461684.250000 Penalty: 4537.585938
	Iteration 47Q: 3 clusters Score -1461684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1461684.125000 Penalty: 4537.585938
	Iteration 48Q: 3 clusters Score -1461684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1461684.625000 Penalty: 4537.585938
	Iteration 49Q: 3 clusters Score -1461685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1461686.250000 Penalty: 4537.585938
	Iteration 50Q: 3 clusters Score -1461686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1461686.500000 Penalty: 4537.585938
	Iteration 51Q: 3 clusters Score -1461686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1461688.625000 Penalty: 4537.585938
	Iteration 52Q: 3 clusters Score -1461689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1461689.250000 Penalty: 4537.585938
	Iteration 53Q: 3 clusters Score -1461689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1461691.625000 Penalty: 4537.585938
	Iteration 54Q: 3 clusters Score -1461692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1461692.875000 Penalty: 4537.585938
	Iteration 55Q: 3 clusters Score -1461693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1461696.750000 Penalty: 4537.585938
	Iteration 56Q: 3 clusters Score -1461697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1461700.250000 Penalty: 4537.585938
	Iteration 57Q: 3 clusters Score -1461700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1461700.250000 Penalty: 4537.585938
	Iteration 58F: 3 clusters Score -1461700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (123474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123474 members 
Entering Unmasked Estep 
Score: -19414436.000000 Penalty: 2907.499023
	Iteration 0F: 2 clusters Score -1.941444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -19335978.000000 Penalty: 5814.998047
	Iteration 0F: 3 clusters Score -1.933598e+07 nChanged 58898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63371 members 
Mstep: Class 2 contains 60103 members 
Entering Unmasked Estep 
Score: -19369868.000000 Penalty: 5814.998047
	Iteration 1F: 3 clusters Score -1.936987e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -19370646.000000 Penalty: 5814.998047
	Iteration 2Q: 3 clusters Score -1.937065e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -19371680.000000 Penalty: 5814.998047
	Iteration 3Q: 3 clusters Score -1.937168e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -19373162.000000 Penalty: 5814.998047
	Iteration 4Q: 3 clusters Score -1.937316e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -19375330.000000 Penalty: 5814.998047
	Iteration 5Q: 3 clusters Score -1.937533e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -19378998.000000 Penalty: 5814.998047
	Iteration 6Q: 3 clusters Score -1.9379e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -19384124.000000 Penalty: 5814.998047
	Iteration 7F: 3 clusters Score -1.938412e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -19390578.000000 Penalty: 5814.998047
	Iteration 8F: 3 clusters Score -1.939058e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -19396990.000000 Penalty: 5814.998047
	Iteration 9F: 3 clusters Score -1.939699e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104873 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -19401972.000000 Penalty: 5814.998047
	Iteration 10F: 3 clusters Score -1.940197e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109074 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -19405046.000000 Penalty: 5814.998047
	Iteration 11Q: 3 clusters Score -1.940505e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -19406894.000000 Penalty: 5814.998047
	Iteration 12Q: 3 clusters Score -1.940689e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -19408056.000000 Penalty: 5814.998047
	Iteration 13Q: 3 clusters Score -1.940806e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115867 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -19408806.000000 Penalty: 5814.998047
	Iteration 14Q: 3 clusters Score -1.940881e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -19409340.000000 Penalty: 5814.998047
	Iteration 15Q: 3 clusters Score -1.940934e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118106 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -19409880.000000 Penalty: 5814.998047
	Iteration 16Q: 3 clusters Score -1.940988e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118935 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -19410210.000000 Penalty: 5814.998047
	Iteration 17Q: 3 clusters Score -1.941021e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119622 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -19410564.000000 Penalty: 5814.998047
	Iteration 18Q: 3 clusters Score -1.941056e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120147 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -19410730.000000 Penalty: 5814.998047
	Iteration 19Q: 3 clusters Score -1.941073e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -19410918.000000 Penalty: 5814.998047
	Iteration 20F: 3 clusters Score -1.941092e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120888 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -19411044.000000 Penalty: 5814.998047
	Iteration 21Q: 3 clusters Score -1.941104e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -19411122.000000 Penalty: 5814.998047
	Iteration 22Q: 3 clusters Score -1.941112e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -19411216.000000 Penalty: 5814.998047
	Iteration 23Q: 3 clusters Score -1.941122e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -19411282.000000 Penalty: 5814.998047
	Iteration 24Q: 3 clusters Score -1.941128e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121702 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -19411388.000000 Penalty: 5814.998047
	Iteration 25Q: 3 clusters Score -1.941139e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121823 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -19411490.000000 Penalty: 5814.998047
	Iteration 26Q: 3 clusters Score -1.941149e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121935 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -19411526.000000 Penalty: 5814.998047
	Iteration 27Q: 3 clusters Score -1.941153e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122006 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19411596.000000 Penalty: 5814.998047
	Iteration 28Q: 3 clusters Score -1.94116e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122071 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -19411652.000000 Penalty: 5814.998047
	Iteration 29Q: 3 clusters Score -1.941165e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122125 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19411722.000000 Penalty: 5814.998047
	Iteration 30Q: 3 clusters Score -1.941172e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122167 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -19411766.000000 Penalty: 5814.998047
	Iteration 31Q: 3 clusters Score -1.941177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122203 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -19411784.000000 Penalty: 5814.998047
	Iteration 32Q: 3 clusters Score -1.941178e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122237 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -19411802.000000 Penalty: 5814.998047
	Iteration 33Q: 3 clusters Score -1.94118e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122269 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -19411828.000000 Penalty: 5814.998047
	Iteration 34Q: 3 clusters Score -1.941183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122291 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -19411838.000000 Penalty: 5814.998047
	Iteration 35Q: 3 clusters Score -1.941184e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122317 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19411872.000000 Penalty: 5814.998047
	Iteration 36Q: 3 clusters Score -1.941187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122349 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19411868.000000 Penalty: 5814.998047
	Iteration 37Q: 3 clusters Score -1.941187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19411904.000000 Penalty: 5814.998047
	Iteration 38Q: 3 clusters Score -1.94119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19411914.000000 Penalty: 5814.998047
	Iteration 39Q: 3 clusters Score -1.941191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122419 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19411922.000000 Penalty: 5814.998047
	Iteration 40F: 3 clusters Score -1.941192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122435 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19411918.000000 Penalty: 5814.998047
	Iteration 41Q: 3 clusters Score -1.941192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122454 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -19411950.000000 Penalty: 5814.998047
	Iteration 42Q: 3 clusters Score -1.941195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122466 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -19411954.000000 Penalty: 5814.998047
	Iteration 43Q: 3 clusters Score -1.941195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122479 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19411956.000000 Penalty: 5814.998047
	Iteration 44Q: 3 clusters Score -1.941196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19411962.000000 Penalty: 5814.998047
	Iteration 45Q: 3 clusters Score -1.941196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122494 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19411962.000000 Penalty: 5814.998047
	Iteration 46Q: 3 clusters Score -1.941196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122502 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19411980.000000 Penalty: 5814.998047
	Iteration 47Q: 3 clusters Score -1.941198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -19411962.000000 Penalty: 5814.998047
	Iteration 48Q: 3 clusters Score -1.941196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122511 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -19411970.000000 Penalty: 5814.998047
	Iteration 49Q: 3 clusters Score -1.941197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122515 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19411984.000000 Penalty: 5814.998047
	Iteration 50Q: 3 clusters Score -1.941198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122518 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -19411978.000000 Penalty: 5814.998047
	Iteration 51Q: 3 clusters Score -1.941198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -19411982.000000 Penalty: 5814.998047
	Iteration 52Q: 3 clusters Score -1.941198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122526 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19411976.000000 Penalty: 5814.998047
	Iteration 53Q: 3 clusters Score -1.941198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19411998.000000 Penalty: 5814.998047
	Iteration 54Q: 3 clusters Score -1.9412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122538 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19411992.000000 Penalty: 5814.998047
	Iteration 55Q: 3 clusters Score -1.941199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122541 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19412002.000000 Penalty: 5814.998047
	Iteration 56Q: 3 clusters Score -1.9412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122543 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19412000.000000 Penalty: 5814.998047
	Iteration 57Q: 3 clusters Score -1.9412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -19412004.000000 Penalty: 5814.998047
	Iteration 58Q: 3 clusters Score -1.9412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122549 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -19412008.000000 Penalty: 5814.998047
	Iteration 59Q: 3 clusters Score -1.941201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122553 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19412018.000000 Penalty: 5814.998047
	Iteration 60F: 3 clusters Score -1.941202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122556 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -19412018.000000 Penalty: 5814.998047
	Iteration 61Q: 3 clusters Score -1.941202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19412008.000000 Penalty: 5814.998047
	Iteration 62Q: 3 clusters Score -1.941201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19412010.000000 Penalty: 5814.998047
	Iteration 63Q: 3 clusters Score -1.941201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19412010.000000 Penalty: 5814.998047
	Iteration 64F: 3 clusters Score -1.941201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Entering Unmasked Estep 
Score: -257499.390625 Penalty: 1846.753174
	Iteration 0F: 2 clusters Score -257499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -255054.187500 Penalty: 3693.506348
	Iteration 0F: 3 clusters Score -255054.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -255477.265625 Penalty: 3693.506348
	Iteration 1F: 3 clusters Score -255477.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -255600.859375 Penalty: 3693.506348
	Iteration 2F: 3 clusters Score -255600.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -255663.500000 Penalty: 3693.506348
	Iteration 3Q: 3 clusters Score -255663.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -255703.890625 Penalty: 3693.506348
	Iteration 4Q: 3 clusters Score -255703.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -255739.843750 Penalty: 3693.506348
	Iteration 5Q: 3 clusters Score -255739.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -255779.828125 Penalty: 3693.506348
	Iteration 6Q: 3 clusters Score -255779.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -255798.515625 Penalty: 3693.506348
	Iteration 7Q: 3 clusters Score -255798.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -255815.375000 Penalty: 3693.506348
	Iteration 8Q: 3 clusters Score -255815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -255825.593750 Penalty: 3693.506348
	Iteration 9Q: 3 clusters Score -255825.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255831.703125 Penalty: 3693.506348
	Iteration 10Q: 3 clusters Score -255831.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255834.312500 Penalty: 3693.506348
	Iteration 11Q: 3 clusters Score -255834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -255835.750000 Penalty: 3693.506348
	Iteration 12Q: 3 clusters Score -255835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255837.296875 Penalty: 3693.506348
	Iteration 13Q: 3 clusters Score -255837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -255840.843750 Penalty: 3693.506348
	Iteration 14Q: 3 clusters Score -255840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -255844.078125 Penalty: 3693.506348
	Iteration 15Q: 3 clusters Score -255844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -255845.843750 Penalty: 3693.506348
	Iteration 16Q: 3 clusters Score -255845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -255846.906250 Penalty: 3693.506348
	Iteration 17Q: 3 clusters Score -255846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -255846.906250 Penalty: 3693.506348
	Iteration 18F: 3 clusters Score -255846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -61401.140625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -61401.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60005.957031 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -60005.96 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60201.515625 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -60201.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60335.085938 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -60335.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60432.250000 Penalty: 3020.166260
	Iteration 3F: 3 clusters Score -60432.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60503.851562 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -60503.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60522.769531 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -60522.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60536.222656 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -60536.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60547.488281 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -60547.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60553.871094 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -60553.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60558.824219 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -60558.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60562.707031 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -60562.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60579.136719 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -60579.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60581.082031 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -60581.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60581.082031 Penalty: 3020.166260
	Iteration 13F: 3 clusters Score -60581.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Entering Unmasked Estep 
Score: -2009763.875000 Penalty: 2350.960693
	Iteration 0F: 2 clusters Score -2009764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2000074.250000 Penalty: 4701.921387
	Iteration 0F: 3 clusters Score -2000074 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2003197.750000 Penalty: 4701.921387
	Iteration 1F: 3 clusters Score -2003198 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2003990.375000 Penalty: 4701.921387
	Iteration 2F: 3 clusters Score -2003990 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2004954.375000 Penalty: 4701.921387
	Iteration 3F: 3 clusters Score -2004954 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2005875.750000 Penalty: 4701.921387
	Iteration 4F: 3 clusters Score -2005876 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2006714.250000 Penalty: 4701.921387
	Iteration 5F: 3 clusters Score -2006714 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2007368.500000 Penalty: 4701.921387
	Iteration 6F: 3 clusters Score -2007368 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2007805.500000 Penalty: 4701.921387
	Iteration 7Q: 3 clusters Score -2007806 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2008079.500000 Penalty: 4701.921387
	Iteration 8Q: 3 clusters Score -2008080 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2008244.500000 Penalty: 4701.921387
	Iteration 9Q: 3 clusters Score -2008244 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2008330.625000 Penalty: 4701.921387
	Iteration 10Q: 3 clusters Score -2008331 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -2008386.125000 Penalty: 4701.921387
	Iteration 11Q: 3 clusters Score -2008386 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2008410.125000 Penalty: 4701.921387
	Iteration 12Q: 3 clusters Score -2008410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2008427.625000 Penalty: 4701.921387
	Iteration 13Q: 3 clusters Score -2008428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2008443.500000 Penalty: 4701.921387
	Iteration 14Q: 3 clusters Score -2008444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2008463.375000 Penalty: 4701.921387
	Iteration 15Q: 3 clusters Score -2008463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2008471.625000 Penalty: 4701.921387
	Iteration 16Q: 3 clusters Score -2008472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2008479.250000 Penalty: 4701.921387
	Iteration 17Q: 3 clusters Score -2008479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2008492.125000 Penalty: 4701.921387
	Iteration 18Q: 3 clusters Score -2008492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2008504.375000 Penalty: 4701.921387
	Iteration 19Q: 3 clusters Score -2008504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2008514.375000 Penalty: 4701.921387
	Iteration 20F: 3 clusters Score -2008514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2008522.375000 Penalty: 4701.921387
	Iteration 21Q: 3 clusters Score -2008522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2008533.750000 Penalty: 4701.921387
	Iteration 22Q: 3 clusters Score -2008534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2008537.875000 Penalty: 4701.921387
	Iteration 23Q: 3 clusters Score -2008538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2008546.625000 Penalty: 4701.921387
	Iteration 24Q: 3 clusters Score -2008547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2008555.750000 Penalty: 4701.921387
	Iteration 25Q: 3 clusters Score -2008556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2008558.375000 Penalty: 4701.921387
	Iteration 26Q: 3 clusters Score -2008558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2008573.125000 Penalty: 4701.921387
	Iteration 27Q: 3 clusters Score -2008573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2008574.500000 Penalty: 4701.921387
	Iteration 28Q: 3 clusters Score -2008574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2008573.125000 Penalty: 4701.921387
	Iteration 29Q: 3 clusters Score -2008573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2008571.000000 Penalty: 4701.921387
	Iteration 30Q: 3 clusters Score -2008571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2008577.750000 Penalty: 4701.921387
	Iteration 31Q: 3 clusters Score -2008578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2008578.500000 Penalty: 4701.921387
	Iteration 32Q: 3 clusters Score -2008578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2008587.875000 Penalty: 4701.921387
	Iteration 33Q: 3 clusters Score -2008588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2008588.500000 Penalty: 4701.921387
	Iteration 34Q: 3 clusters Score -2008588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2008589.750000 Penalty: 4701.921387
	Iteration 35Q: 3 clusters Score -2008590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2008588.500000 Penalty: 4701.921387
	Iteration 36Q: 3 clusters Score -2008588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2008591.500000 Penalty: 4701.921387
	Iteration 37Q: 3 clusters Score -2008592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2008594.500000 Penalty: 4701.921387
	Iteration 38Q: 3 clusters Score -2008594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2008594.250000 Penalty: 4701.921387
	Iteration 39Q: 3 clusters Score -2008594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2008594.125000 Penalty: 4701.921387
	Iteration 40F: 3 clusters Score -2008594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2008596.250000 Penalty: 4701.921387
	Iteration 41Q: 3 clusters Score -2008596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2008595.125000 Penalty: 4701.921387
	Iteration 42Q: 3 clusters Score -2008595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2008598.750000 Penalty: 4701.921387
	Iteration 43Q: 3 clusters Score -2008599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2008595.500000 Penalty: 4701.921387
	Iteration 44Q: 3 clusters Score -2008596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2008597.750000 Penalty: 4701.921387
	Iteration 45Q: 3 clusters Score -2008598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2008603.625000 Penalty: 4701.921387
	Iteration 46Q: 3 clusters Score -2008604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2008605.625000 Penalty: 4701.921387
	Iteration 47Q: 3 clusters Score -2008606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2008605.875000 Penalty: 4701.921387
	Iteration 48Q: 3 clusters Score -2008606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2008606.375000 Penalty: 4701.921387
	Iteration 49Q: 3 clusters Score -2008606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2008609.125000 Penalty: 4701.921387
	Iteration 50Q: 3 clusters Score -2008609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2008610.250000 Penalty: 4701.921387
	Iteration 51Q: 3 clusters Score -2008610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2008614.125000 Penalty: 4701.921387
	Iteration 52Q: 3 clusters Score -2008614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2008621.375000 Penalty: 4701.921387
	Iteration 53Q: 3 clusters Score -2008621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2008626.125000 Penalty: 4701.921387
	Iteration 54Q: 3 clusters Score -2008626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2008626.875000 Penalty: 4701.921387
	Iteration 55Q: 3 clusters Score -2008627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2008629.875000 Penalty: 4701.921387
	Iteration 56Q: 3 clusters Score -2008630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2008639.375000 Penalty: 4701.921387
	Iteration 57Q: 3 clusters Score -2008639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2008641.000000 Penalty: 4701.921387
	Iteration 58Q: 3 clusters Score -2008641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2008640.250000 Penalty: 4701.921387
	Iteration 59Q: 3 clusters Score -2008640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2008641 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2008644.375000 Penalty: 4701.921387
	Iteration 61Q: 3 clusters Score -2008644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2008646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2008651 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2008653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2008656.250000 Penalty: 4701.921387
	Iteration 65Q: 3 clusters Score -2008656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2008660 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2008661 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2008667 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2008669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2008665 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2008670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2008678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2008680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2008680 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2008682.375000 Penalty: 4701.921387
	Iteration 75Q: 3 clusters Score -2008682 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2008682 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2008687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2008689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2008693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2008698.500000 Penalty: 4701.921387
	Iteration 80F: 3 clusters Score -2008698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2008699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2008699 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2008696 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2008697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2008699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2008698 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2008700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2008701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2008697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2008703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2008705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2008702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2008708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2008707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2008708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2008708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2008712.375000 Penalty: 4701.921387
	Iteration 97Q: 3 clusters Score -2008712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2008716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2008719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2008716.500000 Penalty: 4701.921387
	Iteration 100F: 3 clusters Score -2008716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2008717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2008715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2008718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2008721.250000 Penalty: 4701.921387
	Iteration 104Q: 3 clusters Score -2008721 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2008720.625000 Penalty: 4701.921387
	Iteration 105Q: 3 clusters Score -2008721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2008720 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2008723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2008724 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2008732 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2008733 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10031 members 
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Entering Unmasked Estep 
Score: -2008734.000000 Penalty: 4701.921387
	Iteration 111Q: 3 clusters Score -2008734 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2008736 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2008736 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2008736 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2008742.000000 Penalty: 4701.921387
	Iteration 115Q: 3 clusters Score -2008742 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2008740.875000 Penalty: 4701.921387
	Iteration 116Q: 3 clusters Score -2008741 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2008743 nChanged 10
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Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2008743 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2008745.250000 Penalty: 4701.921387
	Iteration 119Q: 3 clusters Score -2008745 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2008748.750000 Penalty: 4701.921387
	Iteration 120F: 3 clusters Score -2008749 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2008750 nChanged 9
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2008752 nChanged 4
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Mstep: Class 1 contains 10143 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2008752 nChanged 2
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	Iteration 124Q: 3 clusters Score -2008754 nChanged 5
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	Iteration 125Q: 3 clusters Score -2008755 nChanged 4
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2008757 nChanged 10
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Entering Unmasked Estep 
Score: -2008761.000000 Penalty: 4701.921387
	Iteration 127Q: 3 clusters Score -2008761 nChanged 14
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Mstep: Class 1 contains 10174 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2008767 nChanged 13
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Mstep: Class 1 contains 10185 members 
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	Iteration 129Q: 3 clusters Score -2008767 nChanged 16
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Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 2892 members 
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Score: -2008773.000000 Penalty: 4701.921387
	Iteration 130Q: 3 clusters Score -2008773 nChanged 11
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Mstep: Class 1 contains 10210 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2008772 nChanged 9
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Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2008774 nChanged 10
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Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2862 members 
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	Iteration 133Q: 3 clusters Score -2008779 nChanged 10
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Mstep: Class 1 contains 10239 members 
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	Iteration 134Q: 3 clusters Score -2008781 nChanged 11
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Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2841 members 
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	Iteration 135Q: 3 clusters Score -2008783 nChanged 11
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Mstep: Class 1 contains 10261 members 
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	Iteration 136Q: 3 clusters Score -2008783 nChanged 10
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Mstep: Class 1 contains 10271 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2008780 nChanged 11
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Mstep: Class 1 contains 10282 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2008787 nChanged 10
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Mstep: Class 1 contains 10292 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2008787 nChanged 8
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Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2008788 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2008790 nChanged 14
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Entering Unmasked Estep 
Score: -2008793.000000 Penalty: 4701.921387
	Iteration 142Q: 3 clusters Score -2008793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2008792.625000 Penalty: 4701.921387
	Iteration 143Q: 3 clusters Score -2008793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2008793.500000 Penalty: 4701.921387
	Iteration 144Q: 3 clusters Score -2008794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2008793.875000 Penalty: 4701.921387
	Iteration 145Q: 3 clusters Score -2008794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2008796.250000 Penalty: 4701.921387
	Iteration 146Q: 3 clusters Score -2008796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2008798.750000 Penalty: 4701.921387
	Iteration 147Q: 3 clusters Score -2008799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2008798.750000 Penalty: 4701.921387
	Iteration 148Q: 3 clusters Score -2008799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2008805.125000 Penalty: 4701.921387
	Iteration 149Q: 3 clusters Score -2008805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2008801.375000 Penalty: 4701.921387
	Iteration 150Q: 3 clusters Score -2008801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2008804.625000 Penalty: 4701.921387
	Iteration 151Q: 3 clusters Score -2008805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2008803.750000 Penalty: 4701.921387
	Iteration 152Q: 3 clusters Score -2008804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2008804.375000 Penalty: 4701.921387
	Iteration 153Q: 3 clusters Score -2008804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2008806.750000 Penalty: 4701.921387
	Iteration 154Q: 3 clusters Score -2008807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2008802.375000 Penalty: 4701.921387
	Iteration 155Q: 3 clusters Score -2008802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2008804.250000 Penalty: 4701.921387
	Iteration 156Q: 3 clusters Score -2008804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2008802.750000 Penalty: 4701.921387
	Iteration 157Q: 3 clusters Score -2008803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2008803.875000 Penalty: 4701.921387
	Iteration 158Q: 3 clusters Score -2008804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2008803.875000 Penalty: 4701.921387
	Iteration 159F: 3 clusters Score -2008804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -57741.402344 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56309.042969 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -56309.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56467.542969 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56467.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56516.453125 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -56516.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56561.285156 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -56561.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56621.523438 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -56621.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56664.031250 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -56664.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56685.078125 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -56685.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56693.824219 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -56693.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56702.152344 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -56702.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56709.750000 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -56709.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56718.007812 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -56718.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56726.316406 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -56726.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56739.429688 Penalty: 3025.758301
	Iteration 12Q: 3 clusters Score -56739.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56764.070312 Penalty: 3025.758301
	Iteration 13Q: 3 clusters Score -56764.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56773.957031 Penalty: 3025.758301
	Iteration 14Q: 3 clusters Score -56773.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56780.902344 Penalty: 3025.758301
	Iteration 15Q: 3 clusters Score -56780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56786.671875 Penalty: 3025.758301
	Iteration 16Q: 3 clusters Score -56786.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56802.402344 Penalty: 3025.758301
	Iteration 17Q: 3 clusters Score -56802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56802.402344 Penalty: 3025.758301
	Iteration 18F: 3 clusters Score -56802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Entering Unmasked Estep 
Score: -4386239.000000 Penalty: 2543.115234
	Iteration 0F: 2 clusters Score -4386239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4366775.500000 Penalty: 5086.230469
	Iteration 0F: 3 clusters Score -4366776 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4373584.500000 Penalty: 5086.230469
	Iteration 1F: 3 clusters Score -4373584 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4374007.000000 Penalty: 5086.230469
	Iteration 2Q: 3 clusters Score -4374007 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4374386.000000 Penalty: 5086.230469
	Iteration 3Q: 3 clusters Score -4374386 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4374734.500000 Penalty: 5086.230469
	Iteration 4Q: 3 clusters Score -4374734 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4375096.000000 Penalty: 5086.230469
	Iteration 5Q: 3 clusters Score -4375096 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -4375636.500000 Penalty: 5086.230469
	Iteration 6Q: 3 clusters Score -4375636 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -4376396.000000 Penalty: 5086.230469
	Iteration 7F: 3 clusters Score -4376396 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4377524.000000 Penalty: 5086.230469
	Iteration 8F: 3 clusters Score -4377524 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4379080.500000 Penalty: 5086.230469
	Iteration 9F: 3 clusters Score -4379080 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4380857.000000 Penalty: 5086.230469
	Iteration 10F: 3 clusters Score -4380857 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4382396.500000 Penalty: 5086.230469
	Iteration 11F: 3 clusters Score -4382396 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4383256.500000 Penalty: 5086.230469
	Iteration 12Q: 3 clusters Score -4383256 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4383649.000000 Penalty: 5086.230469
	Iteration 13Q: 3 clusters Score -4383649 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4383825.500000 Penalty: 5086.230469
	Iteration 14Q: 3 clusters Score -4383826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4383899.000000 Penalty: 5086.230469
	Iteration 15Q: 3 clusters Score -4383899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4383928.500000 Penalty: 5086.230469
	Iteration 16Q: 3 clusters Score -4383928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4383953.500000 Penalty: 5086.230469
	Iteration 17Q: 3 clusters Score -4383954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4383976.500000 Penalty: 5086.230469
	Iteration 18Q: 3 clusters Score -4383976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4383997.000000 Penalty: 5086.230469
	Iteration 19Q: 3 clusters Score -4383997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4384014.000000 Penalty: 5086.230469
	Iteration 20F: 3 clusters Score -4384014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4384014.000000 Penalty: 5086.230469
	Iteration 21Q: 3 clusters Score -4384014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4384014.000000 Penalty: 5086.230469
	Iteration 22F: 3 clusters Score -4384014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -966436.812500 Penalty: 2172.825684
	Iteration 0F: 2 clusters Score -966436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -961030.000000 Penalty: 4345.651367
	Iteration 0F: 3 clusters Score -961030 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -962484.625000 Penalty: 4345.651367
	Iteration 1F: 3 clusters Score -962484.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -962756.125000 Penalty: 4345.651367
	Iteration 2F: 3 clusters Score -962756.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -962946.750000 Penalty: 4345.651367
	Iteration 3F: 3 clusters Score -962946.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -963088.625000 Penalty: 4345.651367
	Iteration 4Q: 3 clusters Score -963088.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -963245.375000 Penalty: 4345.651367
	Iteration 5Q: 3 clusters Score -963245.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -963433.750000 Penalty: 4345.651367
	Iteration 6Q: 3 clusters Score -963433.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -963614.437500 Penalty: 4345.651367
	Iteration 7Q: 3 clusters Score -963614.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -963801.437500 Penalty: 4345.651367
	Iteration 8Q: 3 clusters Score -963801.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -963998.875000 Penalty: 4345.651367
	Iteration 9Q: 3 clusters Score -963998.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -964175.062500 Penalty: 4345.651367
	Iteration 10Q: 3 clusters Score -964175.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -964354.375000 Penalty: 4345.651367
	Iteration 11Q: 3 clusters Score -964354.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -964476.312500 Penalty: 4345.651367
	Iteration 12Q: 3 clusters Score -964476.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -964564.562500 Penalty: 4345.651367
	Iteration 13Q: 3 clusters Score -964564.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -964624.062500 Penalty: 4345.651367
	Iteration 14Q: 3 clusters Score -964624.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -964659.875000 Penalty: 4345.651367
	Iteration 15Q: 3 clusters Score -964659.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -964690.812500 Penalty: 4345.651367
	Iteration 16Q: 3 clusters Score -964690.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -964716.625000 Penalty: 4345.651367
	Iteration 17Q: 3 clusters Score -964716.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -964742.062500 Penalty: 4345.651367
	Iteration 18Q: 3 clusters Score -964742.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -964767.687500 Penalty: 4345.651367
	Iteration 19Q: 3 clusters Score -964767.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -964791.125000 Penalty: 4345.651367
	Iteration 20F: 3 clusters Score -964791.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -964808.500000 Penalty: 4345.651367
	Iteration 21Q: 3 clusters Score -964808.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -964827.937500 Penalty: 4345.651367
	Iteration 22Q: 3 clusters Score -964827.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -964835.875000 Penalty: 4345.651367
	Iteration 23Q: 3 clusters Score -964835.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -964844.875000 Penalty: 4345.651367
	Iteration 24Q: 3 clusters Score -964844.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -964847.812500 Penalty: 4345.651367
	Iteration 25Q: 3 clusters Score -964847.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -964856.187500 Penalty: 4345.651367
	Iteration 26Q: 3 clusters Score -964856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -964856.687500 Penalty: 4345.651367
	Iteration 27Q: 3 clusters Score -964856.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -964859.000000 Penalty: 4345.651367
	Iteration 28Q: 3 clusters Score -964859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -964859.000000 Penalty: 4345.651367
	Iteration 29Q: 3 clusters Score -964859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -964860.500000 Penalty: 4345.651367
	Iteration 30Q: 3 clusters Score -964860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -964862.250000 Penalty: 4345.651367
	Iteration 31Q: 3 clusters Score -964862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -964863.750000 Penalty: 4345.651367
	Iteration 32Q: 3 clusters Score -964863.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -964864.062500 Penalty: 4345.651367
	Iteration 33Q: 3 clusters Score -964864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -964864.875000 Penalty: 4345.651367
	Iteration 34Q: 3 clusters Score -964864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -964864.687500 Penalty: 4345.651367
	Iteration 35Q: 3 clusters Score -964864.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -964863.687500 Penalty: 4345.651367
	Iteration 36Q: 3 clusters Score -964863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -964864.500000 Penalty: 4345.651367
	Iteration 37Q: 3 clusters Score -964864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -964866.812500 Penalty: 4345.651367
	Iteration 38Q: 3 clusters Score -964866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -964867.437500 Penalty: 4345.651367
	Iteration 39Q: 3 clusters Score -964867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -964867.062500 Penalty: 4345.651367
	Iteration 40F: 3 clusters Score -964867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Entering Unmasked Estep 
Score: -415346.156250 Penalty: 1969.617798
	Iteration 0F: 2 clusters Score -415346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -412177.468750 Penalty: 3939.235596
	Iteration 0F: 3 clusters Score -412177.5 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -412946.687500 Penalty: 3939.235596
	Iteration 1F: 3 clusters Score -412946.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -413382.218750 Penalty: 3939.235596
	Iteration 2F: 3 clusters Score -413382.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -413766.531250 Penalty: 3939.235596
	Iteration 3F: 3 clusters Score -413766.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -414136.343750 Penalty: 3939.235596
	Iteration 4F: 3 clusters Score -414136.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -414459.312500 Penalty: 3939.235596
	Iteration 5F: 3 clusters Score -414459.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -414685.781250 Penalty: 3939.235596
	Iteration 6F: 3 clusters Score -414685.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -414825.906250 Penalty: 3939.235596
	Iteration 7Q: 3 clusters Score -414825.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -414910.906250 Penalty: 3939.235596
	Iteration 8Q: 3 clusters Score -414910.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -414946.437500 Penalty: 3939.235596
	Iteration 9Q: 3 clusters Score -414946.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -414966.312500 Penalty: 3939.235596
	Iteration 10Q: 3 clusters Score -414966.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -414978.187500 Penalty: 3939.235596
	Iteration 11Q: 3 clusters Score -414978.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -414987.156250 Penalty: 3939.235596
	Iteration 12Q: 3 clusters Score -414987.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -414996.125000 Penalty: 3939.235596
	Iteration 13Q: 3 clusters Score -414996.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -415002.062500 Penalty: 3939.235596
	Iteration 14Q: 3 clusters Score -415002.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -415007.093750 Penalty: 3939.235596
	Iteration 15Q: 3 clusters Score -415007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -415009.968750 Penalty: 3939.235596
	Iteration 16Q: 3 clusters Score -415010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -415010.968750 Penalty: 3939.235596
	Iteration 17Q: 3 clusters Score -415011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -415012.156250 Penalty: 3939.235596
	Iteration 18Q: 3 clusters Score -415012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -415014.062500 Penalty: 3939.235596
	Iteration 19Q: 3 clusters Score -415014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -415014.562500 Penalty: 3939.235596
	Iteration 20F: 3 clusters Score -415014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -415014.468750 Penalty: 3939.235596
	Iteration 21Q: 3 clusters Score -415014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -415016.000000 Penalty: 3939.235596
	Iteration 22Q: 3 clusters Score -415016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -415017.437500 Penalty: 3939.235596
	Iteration 23Q: 3 clusters Score -415017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -415018.562500 Penalty: 3939.235596
	Iteration 24Q: 3 clusters Score -415018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -415020.093750 Penalty: 3939.235596
	Iteration 25Q: 3 clusters Score -415020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -415021.000000 Penalty: 3939.235596
	Iteration 26Q: 3 clusters Score -415021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -415022.312500 Penalty: 3939.235596
	Iteration 27Q: 3 clusters Score -415022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -415023.875000 Penalty: 3939.235596
	Iteration 28Q: 3 clusters Score -415023.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -415024.125000 Penalty: 3939.235596
	Iteration 29Q: 3 clusters Score -415024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -415024.125000 Penalty: 3939.235596
	Iteration 30F: 3 clusters Score -415024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -283864.187500 Penalty: 1858.204468
	Iteration 0F: 2 clusters Score -283864.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -281395.125000 Penalty: 3716.408936
	Iteration 0F: 3 clusters Score -281395.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -281773.593750 Penalty: 3716.408936
	Iteration 1F: 3 clusters Score -281773.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -281866.781250 Penalty: 3716.408936
	Iteration 2F: 3 clusters Score -281866.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -281919.437500 Penalty: 3716.408936
	Iteration 3Q: 3 clusters Score -281919.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -281946.281250 Penalty: 3716.408936
	Iteration 4Q: 3 clusters Score -281946.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -281960.718750 Penalty: 3716.408936
	Iteration 5Q: 3 clusters Score -281960.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -281970.781250 Penalty: 3716.408936
	Iteration 6Q: 3 clusters Score -281970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -281979.656250 Penalty: 3716.408936
	Iteration 7Q: 3 clusters Score -281979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -281985.750000 Penalty: 3716.408936
	Iteration 8Q: 3 clusters Score -281985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -281988.218750 Penalty: 3716.408936
	Iteration 9Q: 3 clusters Score -281988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -281995.500000 Penalty: 3716.408936
	Iteration 10Q: 3 clusters Score -281995.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -282001.781250 Penalty: 3716.408936
	Iteration 11Q: 3 clusters Score -282001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -282010.906250 Penalty: 3716.408936
	Iteration 12Q: 3 clusters Score -282010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -282018.375000 Penalty: 3716.408936
	Iteration 13Q: 3 clusters Score -282018.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -282024.312500 Penalty: 3716.408936
	Iteration 14Q: 3 clusters Score -282024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -282025.781250 Penalty: 3716.408936
	Iteration 15Q: 3 clusters Score -282025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -282029.281250 Penalty: 3716.408936
	Iteration 16Q: 3 clusters Score -282029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -282032.812500 Penalty: 3716.408936
	Iteration 17Q: 3 clusters Score -282032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -282035.531250 Penalty: 3716.408936
	Iteration 18Q: 3 clusters Score -282035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -282037.812500 Penalty: 3716.408936
	Iteration 19Q: 3 clusters Score -282037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -282039.406250 Penalty: 3716.408936
	Iteration 20F: 3 clusters Score -282039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -282041.250000 Penalty: 3716.408936
	Iteration 21Q: 3 clusters Score -282041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -282042.531250 Penalty: 3716.408936
	Iteration 22Q: 3 clusters Score -282042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -282043.468750 Penalty: 3716.408936
	Iteration 23Q: 3 clusters Score -282043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -282043.781250 Penalty: 3716.408936
	Iteration 24Q: 3 clusters Score -282043.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -282043.781250 Penalty: 3716.408936
	Iteration 25F: 3 clusters Score -282043.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Entering Unmasked Estep 
Score: -3051648.000000 Penalty: 2450.294189
	Iteration 0F: 2 clusters Score -3051648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3037804.750000 Penalty: 4900.588379
	Iteration 0F: 3 clusters Score -3037805 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3042400.500000 Penalty: 4900.588379
	Iteration 1F: 3 clusters Score -3042400 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3042820.750000 Penalty: 4900.588379
	Iteration 2F: 3 clusters Score -3042821 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3043195.000000 Penalty: 4900.588379
	Iteration 3Q: 3 clusters Score -3043195 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3043496.500000 Penalty: 4900.588379
	Iteration 4Q: 3 clusters Score -3043496 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3043813.750000 Penalty: 4900.588379
	Iteration 5Q: 3 clusters Score -3043814 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3044161.500000 Penalty: 4900.588379
	Iteration 6Q: 3 clusters Score -3044162 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3044633.750000 Penalty: 4900.588379
	Iteration 7Q: 3 clusters Score -3044634 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -3045192.000000 Penalty: 4900.588379
	Iteration 8Q: 3 clusters Score -3045192 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3045829.000000 Penalty: 4900.588379
	Iteration 9Q: 3 clusters Score -3045829 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3046511.000000 Penalty: 4900.588379
	Iteration 10Q: 3 clusters Score -3046511 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3047176.250000 Penalty: 4900.588379
	Iteration 11Q: 3 clusters Score -3047176 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3047734.000000 Penalty: 4900.588379
	Iteration 12Q: 3 clusters Score -3047734 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3048159.750000 Penalty: 4900.588379
	Iteration 13Q: 3 clusters Score -3048160 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3048522.500000 Penalty: 4900.588379
	Iteration 14Q: 3 clusters Score -3048522 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3048760.750000 Penalty: 4900.588379
	Iteration 15Q: 3 clusters Score -3048761 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3048967.500000 Penalty: 4900.588379
	Iteration 16Q: 3 clusters Score -3048968 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3049143.750000 Penalty: 4900.588379
	Iteration 17Q: 3 clusters Score -3049144 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3049303.750000 Penalty: 4900.588379
	Iteration 18Q: 3 clusters Score -3049304 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3049455.500000 Penalty: 4900.588379
	Iteration 19Q: 3 clusters Score -3049456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3049570.250000 Penalty: 4900.588379
	Iteration 20F: 3 clusters Score -3049570 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3049648.750000 Penalty: 4900.588379
	Iteration 21Q: 3 clusters Score -3049649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3049739.000000 Penalty: 4900.588379
	Iteration 22Q: 3 clusters Score -3049739 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3049806.000000 Penalty: 4900.588379
	Iteration 23Q: 3 clusters Score -3049806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3049862.250000 Penalty: 4900.588379
	Iteration 24Q: 3 clusters Score -3049862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3049899.250000 Penalty: 4900.588379
	Iteration 25Q: 3 clusters Score -3049899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3049945.000000 Penalty: 4900.588379
	Iteration 26Q: 3 clusters Score -3049945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3049978.500000 Penalty: 4900.588379
	Iteration 27Q: 3 clusters Score -3049978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3050010.750000 Penalty: 4900.588379
	Iteration 28Q: 3 clusters Score -3050011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3050043.000000 Penalty: 4900.588379
	Iteration 29Q: 3 clusters Score -3050043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3050067.000000 Penalty: 4900.588379
	Iteration 30Q: 3 clusters Score -3050067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3050084.250000 Penalty: 4900.588379
	Iteration 31Q: 3 clusters Score -3050084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3050105.500000 Penalty: 4900.588379
	Iteration 32Q: 3 clusters Score -3050106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3050136.500000 Penalty: 4900.588379
	Iteration 33Q: 3 clusters Score -3050136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3050153.250000 Penalty: 4900.588379
	Iteration 34Q: 3 clusters Score -3050153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3050173.500000 Penalty: 4900.588379
	Iteration 35Q: 3 clusters Score -3050174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3050194.250000 Penalty: 4900.588379
	Iteration 36Q: 3 clusters Score -3050194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3050213.000000 Penalty: 4900.588379
	Iteration 37Q: 3 clusters Score -3050213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3050234.000000 Penalty: 4900.588379
	Iteration 38Q: 3 clusters Score -3050234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3050268.250000 Penalty: 4900.588379
	Iteration 39Q: 3 clusters Score -3050268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3050319.000000 Penalty: 4900.588379
	Iteration 40F: 3 clusters Score -3050319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3050356.250000 Penalty: 4900.588379
	Iteration 41Q: 3 clusters Score -3050356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3050381.750000 Penalty: 4900.588379
	Iteration 42Q: 3 clusters Score -3050382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3050395.500000 Penalty: 4900.588379
	Iteration 43Q: 3 clusters Score -3050396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3050408.750000 Penalty: 4900.588379
	Iteration 44Q: 3 clusters Score -3050409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3050419.250000 Penalty: 4900.588379
	Iteration 45Q: 3 clusters Score -3050419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3050416.750000 Penalty: 4900.588379
	Iteration 46Q: 3 clusters Score -3050417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3050421.500000 Penalty: 4900.588379
	Iteration 47Q: 3 clusters Score -3050422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3050428.500000 Penalty: 4900.588379
	Iteration 48Q: 3 clusters Score -3050428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3050428.250000 Penalty: 4900.588379
	Iteration 49Q: 3 clusters Score -3050428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3050433.250000 Penalty: 4900.588379
	Iteration 50Q: 3 clusters Score -3050433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3050434.500000 Penalty: 4900.588379
	Iteration 51Q: 3 clusters Score -3050434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3050435.000000 Penalty: 4900.588379
	Iteration 52Q: 3 clusters Score -3050435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3050435.000000 Penalty: 4900.588379
	Iteration 53Q: 3 clusters Score -3050435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3050438.750000 Penalty: 4900.588379
	Iteration 54Q: 3 clusters Score -3050439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3050437.250000 Penalty: 4900.588379
	Iteration 55Q: 3 clusters Score -3050437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3050440.250000 Penalty: 4900.588379
	Iteration 56Q: 3 clusters Score -3050440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3050444.000000 Penalty: 4900.588379
	Iteration 57Q: 3 clusters Score -3050444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3050448.000000 Penalty: 4900.588379
	Iteration 58Q: 3 clusters Score -3050448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3050451.000000 Penalty: 4900.588379
	Iteration 59Q: 3 clusters Score -3050451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3050451.000000 Penalty: 4900.588379
	Iteration 60F: 3 clusters Score -3050451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3050461.250000 Penalty: 4900.588379
	Iteration 61Q: 3 clusters Score -3050461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3050473.000000 Penalty: 4900.588379
	Iteration 62Q: 3 clusters Score -3050473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3050479.250000 Penalty: 4900.588379
	Iteration 63Q: 3 clusters Score -3050479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3050484.500000 Penalty: 4900.588379
	Iteration 64Q: 3 clusters Score -3050484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3050483.750000 Penalty: 4900.588379
	Iteration 65Q: 3 clusters Score -3050484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3050486.750000 Penalty: 4900.588379
	Iteration 66Q: 3 clusters Score -3050487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3050486.500000 Penalty: 4900.588379
	Iteration 67Q: 3 clusters Score -3050486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3050483.750000 Penalty: 4900.588379
	Iteration 68Q: 3 clusters Score -3050484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -3050488.750000 Penalty: 4900.588379
	Iteration 69Q: 3 clusters Score -3050489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3050488.500000 Penalty: 4900.588379
	Iteration 70Q: 3 clusters Score -3050488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3050490.750000 Penalty: 4900.588379
	Iteration 71Q: 3 clusters Score -3050491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3050490.750000 Penalty: 4900.588379
	Iteration 72F: 3 clusters Score -3050491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Entering Unmasked Estep 
Score: -5358961.500000 Penalty: 2591.855713
	Iteration 0F: 2 clusters Score -5358962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5335402.500000 Penalty: 5183.711426
	Iteration 0F: 3 clusters Score -5335402 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -5343935.500000 Penalty: 5183.711426
	Iteration 1F: 3 clusters Score -5343936 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -5344426.000000 Penalty: 5183.711426
	Iteration 2Q: 3 clusters Score -5344426 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5345002.000000 Penalty: 5183.711426
	Iteration 3Q: 3 clusters Score -5345002 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -5345563.500000 Penalty: 5183.711426
	Iteration 4Q: 3 clusters Score -5345564 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -5346046.000000 Penalty: 5183.711426
	Iteration 5Q: 3 clusters Score -5346046 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5346460.000000 Penalty: 5183.711426
	Iteration 6Q: 3 clusters Score -5346460 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -5346883.000000 Penalty: 5183.711426
	Iteration 7Q: 3 clusters Score -5346883 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5347287.500000 Penalty: 5183.711426
	Iteration 8Q: 3 clusters Score -5347288 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -5347635.500000 Penalty: 5183.711426
	Iteration 9Q: 3 clusters Score -5347636 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5348009.500000 Penalty: 5183.711426
	Iteration 10Q: 3 clusters Score -5348010 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -5348273.500000 Penalty: 5183.711426
	Iteration 11Q: 3 clusters Score -5348274 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5348568.000000 Penalty: 5183.711426
	Iteration 12Q: 3 clusters Score -5348568 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -5348824.500000 Penalty: 5183.711426
	Iteration 13Q: 3 clusters Score -5348824 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -5349096.000000 Penalty: 5183.711426
	Iteration 14Q: 3 clusters Score -5349096 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -5349293.500000 Penalty: 5183.711426
	Iteration 15Q: 3 clusters Score -5349294 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -5349567.000000 Penalty: 5183.711426
	Iteration 16Q: 3 clusters Score -5349567 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5349769.000000 Penalty: 5183.711426
	Iteration 17Q: 3 clusters Score -5349769 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5349993.000000 Penalty: 5183.711426
	Iteration 18Q: 3 clusters Score -5349993 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5350195.500000 Penalty: 5183.711426
	Iteration 19Q: 3 clusters Score -5350196 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -5350363.500000 Penalty: 5183.711426
	Iteration 20F: 3 clusters Score -5350364 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5350567.000000 Penalty: 5183.711426
	Iteration 21Q: 3 clusters Score -5350567 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -5350811.500000 Penalty: 5183.711426
	Iteration 22Q: 3 clusters Score -5350812 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5351104.500000 Penalty: 5183.711426
	Iteration 23Q: 3 clusters Score -5351104 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -5351365.000000 Penalty: 5183.711426
	Iteration 24Q: 3 clusters Score -5351365 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -5351665.500000 Penalty: 5183.711426
	Iteration 25Q: 3 clusters Score -5351666 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -5352036.500000 Penalty: 5183.711426
	Iteration 26Q: 3 clusters Score -5352036 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5352438.500000 Penalty: 5183.711426
	Iteration 27Q: 3 clusters Score -5352438 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -5352857.500000 Penalty: 5183.711426
	Iteration 28Q: 3 clusters Score -5352858 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -5353295.000000 Penalty: 5183.711426
	Iteration 29Q: 3 clusters Score -5353295 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -5353776.500000 Penalty: 5183.711426
	Iteration 30Q: 3 clusters Score -5353776 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -5354222.000000 Penalty: 5183.711426
	Iteration 31Q: 3 clusters Score -5354222 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5354666.500000 Penalty: 5183.711426
	Iteration 32Q: 3 clusters Score -5354666 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -5355047.000000 Penalty: 5183.711426
	Iteration 33Q: 3 clusters Score -5355047 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5355396.000000 Penalty: 5183.711426
	Iteration 34Q: 3 clusters Score -5355396 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5355700.000000 Penalty: 5183.711426
	Iteration 35Q: 3 clusters Score -5355700 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5355902.500000 Penalty: 5183.711426
	Iteration 36Q: 3 clusters Score -5355902 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5356079.000000 Penalty: 5183.711426
	Iteration 37Q: 3 clusters Score -5356079 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5356259.500000 Penalty: 5183.711426
	Iteration 38Q: 3 clusters Score -5356260 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5356372.500000 Penalty: 5183.711426
	Iteration 39Q: 3 clusters Score -5356372 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5356433.000000 Penalty: 5183.711426
	Iteration 40F: 3 clusters Score -5356433 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5356506.000000 Penalty: 5183.711426
	Iteration 41Q: 3 clusters Score -5356506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5356548.000000 Penalty: 5183.711426
	Iteration 42Q: 3 clusters Score -5356548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5356603.000000 Penalty: 5183.711426
	Iteration 43Q: 3 clusters Score -5356603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5356633.000000 Penalty: 5183.711426
	Iteration 44Q: 3 clusters Score -5356633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5356649.000000 Penalty: 5183.711426
	Iteration 45Q: 3 clusters Score -5356649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5356659.000000 Penalty: 5183.711426
	Iteration 46Q: 3 clusters Score -5356659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5356676.000000 Penalty: 5183.711426
	Iteration 47Q: 3 clusters Score -5356676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5356698.500000 Penalty: 5183.711426
	Iteration 48Q: 3 clusters Score -5356698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5356702.500000 Penalty: 5183.711426
	Iteration 49Q: 3 clusters Score -5356702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5356705.000000 Penalty: 5183.711426
	Iteration 50Q: 3 clusters Score -5356705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5356709.000000 Penalty: 5183.711426
	Iteration 51Q: 3 clusters Score -5356709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5356709.500000 Penalty: 5183.711426
	Iteration 52Q: 3 clusters Score -5356710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5356712.500000 Penalty: 5183.711426
	Iteration 53Q: 3 clusters Score -5356712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5356711.000000 Penalty: 5183.711426
	Iteration 54Q: 3 clusters Score -5356711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5356706.000000 Penalty: 5183.711426
	Iteration 55Q: 3 clusters Score -5356706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5356709.000000 Penalty: 5183.711426
	Iteration 56Q: 3 clusters Score -5356709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5356719.000000 Penalty: 5183.711426
	Iteration 57Q: 3 clusters Score -5356719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5356718.000000 Penalty: 5183.711426
	Iteration 58Q: 3 clusters Score -5356718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5356722.500000 Penalty: 5183.711426
	Iteration 59Q: 3 clusters Score -5356722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5356728.000000 Penalty: 5183.711426
	Iteration 60F: 3 clusters Score -5356728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5356735.500000 Penalty: 5183.711426
	Iteration 61Q: 3 clusters Score -5356736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5356735.500000 Penalty: 5183.711426
	Iteration 62Q: 3 clusters Score -5356736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5356735.500000 Penalty: 5183.711426
	Iteration 63Q: 3 clusters Score -5356736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5356735.000000 Penalty: 5183.711426
	Iteration 64Q: 3 clusters Score -5356735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5356740.000000 Penalty: 5183.711426
	Iteration 65Q: 3 clusters Score -5356740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5356735.500000 Penalty: 5183.711426
	Iteration 66Q: 3 clusters Score -5356736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5356738.000000 Penalty: 5183.711426
	Iteration 67Q: 3 clusters Score -5356738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5356742.000000 Penalty: 5183.711426
	Iteration 68Q: 3 clusters Score -5356742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5356742.000000 Penalty: 5183.711426
	Iteration 69F: 3 clusters Score -5356742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -1052996.125000 Penalty: 2183.695801
	Iteration 0F: 2 clusters Score -1052996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1047442.000000 Penalty: 4367.391602
	Iteration 0F: 3 clusters Score -1047442 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1048865.250000 Penalty: 4367.391602
	Iteration 1F: 3 clusters Score -1048865 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1049083.750000 Penalty: 4367.391602
	Iteration 2F: 3 clusters Score -1049084 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1049212.375000 Penalty: 4367.391602
	Iteration 3Q: 3 clusters Score -1049212 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1049298.250000 Penalty: 4367.391602
	Iteration 4Q: 3 clusters Score -1049298 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1049395.875000 Penalty: 4367.391602
	Iteration 5Q: 3 clusters Score -1049396 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1049496.750000 Penalty: 4367.391602
	Iteration 6Q: 3 clusters Score -1049497 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1049596.500000 Penalty: 4367.391602
	Iteration 7Q: 3 clusters Score -1049596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1049672.125000 Penalty: 4367.391602
	Iteration 8Q: 3 clusters Score -1049672 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1049747.750000 Penalty: 4367.391602
	Iteration 9Q: 3 clusters Score -1049748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1049826.875000 Penalty: 4367.391602
	Iteration 10Q: 3 clusters Score -1049827 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1049893.375000 Penalty: 4367.391602
	Iteration 11Q: 3 clusters Score -1049893 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1049949.375000 Penalty: 4367.391602
	Iteration 12Q: 3 clusters Score -1049949 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1049991.375000 Penalty: 4367.391602
	Iteration 13Q: 3 clusters Score -1049991 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1050033.625000 Penalty: 4367.391602
	Iteration 14Q: 3 clusters Score -1050034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1050062.625000 Penalty: 4367.391602
	Iteration 15Q: 3 clusters Score -1050063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1050084.500000 Penalty: 4367.391602
	Iteration 16Q: 3 clusters Score -1050084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1050102.125000 Penalty: 4367.391602
	Iteration 17Q: 3 clusters Score -1050102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1050119.750000 Penalty: 4367.391602
	Iteration 18Q: 3 clusters Score -1050120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1050131.375000 Penalty: 4367.391602
	Iteration 19Q: 3 clusters Score -1050131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1050144.500000 Penalty: 4367.391602
	Iteration 20F: 3 clusters Score -1050144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1050159.000000 Penalty: 4367.391602
	Iteration 21Q: 3 clusters Score -1050159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1050167.125000 Penalty: 4367.391602
	Iteration 22Q: 3 clusters Score -1050167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1050180.625000 Penalty: 4367.391602
	Iteration 23Q: 3 clusters Score -1050181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1050193.500000 Penalty: 4367.391602
	Iteration 24Q: 3 clusters Score -1050194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1050207.875000 Penalty: 4367.391602
	Iteration 25Q: 3 clusters Score -1050208 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1050221.000000 Penalty: 4367.391602
	Iteration 26Q: 3 clusters Score -1050221 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1050232.250000 Penalty: 4367.391602
	Iteration 27Q: 3 clusters Score -1050232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1050246.875000 Penalty: 4367.391602
	Iteration 28Q: 3 clusters Score -1050247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1050262.375000 Penalty: 4367.391602
	Iteration 29Q: 3 clusters Score -1050262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1050275.750000 Penalty: 4367.391602
	Iteration 30Q: 3 clusters Score -1050276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1050285.625000 Penalty: 4367.391602
	Iteration 31Q: 3 clusters Score -1050286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1050299.500000 Penalty: 4367.391602
	Iteration 32Q: 3 clusters Score -1050300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1050313.125000 Penalty: 4367.391602
	Iteration 33Q: 3 clusters Score -1050313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1050323.125000 Penalty: 4367.391602
	Iteration 34Q: 3 clusters Score -1050323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1050330.875000 Penalty: 4367.391602
	Iteration 35Q: 3 clusters Score -1050331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1050341.000000 Penalty: 4367.391602
	Iteration 36Q: 3 clusters Score -1050341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1050348.625000 Penalty: 4367.391602
	Iteration 37Q: 3 clusters Score -1050349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1050355.000000 Penalty: 4367.391602
	Iteration 38Q: 3 clusters Score -1050355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1050358.875000 Penalty: 4367.391602
	Iteration 39Q: 3 clusters Score -1050359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1050363.000000 Penalty: 4367.391602
	Iteration 40F: 3 clusters Score -1050363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1050368.125000 Penalty: 4367.391602
	Iteration 41Q: 3 clusters Score -1050368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1050368.500000 Penalty: 4367.391602
	Iteration 42Q: 3 clusters Score -1050368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1050373.625000 Penalty: 4367.391602
	Iteration 43Q: 3 clusters Score -1050374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1050378.750000 Penalty: 4367.391602
	Iteration 44Q: 3 clusters Score -1050379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1050382.125000 Penalty: 4367.391602
	Iteration 45Q: 3 clusters Score -1050382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1050382.500000 Penalty: 4367.391602
	Iteration 46Q: 3 clusters Score -1050382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1050382.875000 Penalty: 4367.391602
	Iteration 47Q: 3 clusters Score -1050383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1050384.750000 Penalty: 4367.391602
	Iteration 48Q: 3 clusters Score -1050385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1050386.375000 Penalty: 4367.391602
	Iteration 49Q: 3 clusters Score -1050386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1050389.750000 Penalty: 4367.391602
	Iteration 50Q: 3 clusters Score -1050390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1050395.625000 Penalty: 4367.391602
	Iteration 51Q: 3 clusters Score -1050396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1050394.750000 Penalty: 4367.391602
	Iteration 52Q: 3 clusters Score -1050395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1050401.125000 Penalty: 4367.391602
	Iteration 53Q: 3 clusters Score -1050401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1050411.375000 Penalty: 4367.391602
	Iteration 54Q: 3 clusters Score -1050411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1050417.875000 Penalty: 4367.391602
	Iteration 55Q: 3 clusters Score -1050418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1050424.875000 Penalty: 4367.391602
	Iteration 56Q: 3 clusters Score -1050425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1050432.250000 Penalty: 4367.391602
	Iteration 57Q: 3 clusters Score -1050432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1050437.250000 Penalty: 4367.391602
	Iteration 58Q: 3 clusters Score -1050437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1050442.250000 Penalty: 4367.391602
	Iteration 59Q: 3 clusters Score -1050442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1050445.500000 Penalty: 4367.391602
	Iteration 60F: 3 clusters Score -1050446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1050451.250000 Penalty: 4367.391602
	Iteration 61Q: 3 clusters Score -1050451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1050456.250000 Penalty: 4367.391602
	Iteration 62Q: 3 clusters Score -1050456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1050463.250000 Penalty: 4367.391602
	Iteration 63Q: 3 clusters Score -1050463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1050467.125000 Penalty: 4367.391602
	Iteration 64Q: 3 clusters Score -1050467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1050469.250000 Penalty: 4367.391602
	Iteration 65Q: 3 clusters Score -1050469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1050475.000000 Penalty: 4367.391602
	Iteration 66Q: 3 clusters Score -1050475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1050478.125000 Penalty: 4367.391602
	Iteration 67Q: 3 clusters Score -1050478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1050482.625000 Penalty: 4367.391602
	Iteration 68Q: 3 clusters Score -1050483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1050484.500000 Penalty: 4367.391602
	Iteration 69Q: 3 clusters Score -1050484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1050485.625000 Penalty: 4367.391602
	Iteration 70Q: 3 clusters Score -1050486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1050490.750000 Penalty: 4367.391602
	Iteration 71Q: 3 clusters Score -1050491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1050493.750000 Penalty: 4367.391602
	Iteration 72Q: 3 clusters Score -1050494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1050499.875000 Penalty: 4367.391602
	Iteration 73Q: 3 clusters Score -1050500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1050504.375000 Penalty: 4367.391602
	Iteration 74Q: 3 clusters Score -1050504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1050508.875000 Penalty: 4367.391602
	Iteration 75Q: 3 clusters Score -1050509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1050512.250000 Penalty: 4367.391602
	Iteration 76Q: 3 clusters Score -1050512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1050518.500000 Penalty: 4367.391602
	Iteration 77Q: 3 clusters Score -1050518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1050520.625000 Penalty: 4367.391602
	Iteration 78Q: 3 clusters Score -1050521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1050526.250000 Penalty: 4367.391602
	Iteration 79Q: 3 clusters Score -1050526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1050533.250000 Penalty: 4367.391602
	Iteration 80F: 3 clusters Score -1050533 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1050542.125000 Penalty: 4367.391602
	Iteration 81Q: 3 clusters Score -1050542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1050549.875000 Penalty: 4367.391602
	Iteration 82Q: 3 clusters Score -1050550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1050559.125000 Penalty: 4367.391602
	Iteration 83Q: 3 clusters Score -1050559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1050564.250000 Penalty: 4367.391602
	Iteration 84Q: 3 clusters Score -1050564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1050574.625000 Penalty: 4367.391602
	Iteration 85Q: 3 clusters Score -1050575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1050584.250000 Penalty: 4367.391602
	Iteration 86Q: 3 clusters Score -1050584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1050596.625000 Penalty: 4367.391602
	Iteration 87Q: 3 clusters Score -1050597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1050607.250000 Penalty: 4367.391602
	Iteration 88Q: 3 clusters Score -1050607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1050617.750000 Penalty: 4367.391602
	Iteration 89Q: 3 clusters Score -1050618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1050622.250000 Penalty: 4367.391602
	Iteration 90Q: 3 clusters Score -1050622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1050635.500000 Penalty: 4367.391602
	Iteration 91Q: 3 clusters Score -1050636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1050648.375000 Penalty: 4367.391602
	Iteration 92Q: 3 clusters Score -1050648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1050673.000000 Penalty: 4367.391602
	Iteration 93Q: 3 clusters Score -1050673 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1050691.125000 Penalty: 4367.391602
	Iteration 94Q: 3 clusters Score -1050691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1050708.375000 Penalty: 4367.391602
	Iteration 95Q: 3 clusters Score -1050708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1050731.250000 Penalty: 4367.391602
	Iteration 96Q: 3 clusters Score -1050731 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1050756.000000 Penalty: 4367.391602
	Iteration 97Q: 3 clusters Score -1050756 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1050781.625000 Penalty: 4367.391602
	Iteration 98Q: 3 clusters Score -1050782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1050805.000000 Penalty: 4367.391602
	Iteration 99Q: 3 clusters Score -1050805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1050824.000000 Penalty: 4367.391602
	Iteration 100F: 3 clusters Score -1050824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1050843.750000 Penalty: 4367.391602
	Iteration 101Q: 3 clusters Score -1050844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1050871.625000 Penalty: 4367.391602
	Iteration 102Q: 3 clusters Score -1050872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1050903.250000 Penalty: 4367.391602
	Iteration 103Q: 3 clusters Score -1050903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1050934.125000 Penalty: 4367.391602
	Iteration 104Q: 3 clusters Score -1050934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1050963.875000 Penalty: 4367.391602
	Iteration 105Q: 3 clusters Score -1050964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1050998.375000 Penalty: 4367.391602
	Iteration 106Q: 3 clusters Score -1050998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1051037.375000 Penalty: 4367.391602
	Iteration 107Q: 3 clusters Score -1051037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1051073.125000 Penalty: 4367.391602
	Iteration 108Q: 3 clusters Score -1051073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1051109.875000 Penalty: 4367.391602
	Iteration 109Q: 3 clusters Score -1051110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1051146.500000 Penalty: 4367.391602
	Iteration 110Q: 3 clusters Score -1051146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1051183.875000 Penalty: 4367.391602
	Iteration 111Q: 3 clusters Score -1051184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1051209.875000 Penalty: 4367.391602
	Iteration 112Q: 3 clusters Score -1051210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1051240.500000 Penalty: 4367.391602
	Iteration 113Q: 3 clusters Score -1051240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1051262.500000 Penalty: 4367.391602
	Iteration 114Q: 3 clusters Score -1051262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1051286.000000 Penalty: 4367.391602
	Iteration 115Q: 3 clusters Score -1051286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1051307.500000 Penalty: 4367.391602
	Iteration 116Q: 3 clusters Score -1051308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1051327.500000 Penalty: 4367.391602
	Iteration 117Q: 3 clusters Score -1051328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1051339.375000 Penalty: 4367.391602
	Iteration 118Q: 3 clusters Score -1051339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1051352.125000 Penalty: 4367.391602
	Iteration 119Q: 3 clusters Score -1051352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1051366.250000 Penalty: 4367.391602
	Iteration 120F: 3 clusters Score -1051366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1051374.250000 Penalty: 4367.391602
	Iteration 121Q: 3 clusters Score -1051374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1051380.500000 Penalty: 4367.391602
	Iteration 122Q: 3 clusters Score -1051380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1051386.500000 Penalty: 4367.391602
	Iteration 123Q: 3 clusters Score -1051386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1051390.000000 Penalty: 4367.391602
	Iteration 124Q: 3 clusters Score -1051390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1051399.750000 Penalty: 4367.391602
	Iteration 125Q: 3 clusters Score -1051400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1051402.000000 Penalty: 4367.391602
	Iteration 126Q: 3 clusters Score -1051402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1051407.875000 Penalty: 4367.391602
	Iteration 127Q: 3 clusters Score -1051408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1051409.250000 Penalty: 4367.391602
	Iteration 128Q: 3 clusters Score -1051409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1051410.500000 Penalty: 4367.391602
	Iteration 129Q: 3 clusters Score -1051410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1051410.375000 Penalty: 4367.391602
	Iteration 130Q: 3 clusters Score -1051410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1051411.250000 Penalty: 4367.391602
	Iteration 131Q: 3 clusters Score -1051411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1051410.250000 Penalty: 4367.391602
	Iteration 132Q: 3 clusters Score -1051410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1051414.625000 Penalty: 4367.391602
	Iteration 133Q: 3 clusters Score -1051415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1051415.125000 Penalty: 4367.391602
	Iteration 134Q: 3 clusters Score -1051415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1051416.000000 Penalty: 4367.391602
	Iteration 135Q: 3 clusters Score -1051416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1051417.500000 Penalty: 4367.391602
	Iteration 136Q: 3 clusters Score -1051418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1051417.500000 Penalty: 4367.391602
	Iteration 137F: 3 clusters Score -1051418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Entering Unmasked Estep 
Score: -2123634.000000 Penalty: 2358.498535
	Iteration 0F: 2 clusters Score -2123634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2113725.500000 Penalty: 4716.997070
	Iteration 0F: 3 clusters Score -2113726 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2116754.250000 Penalty: 4716.997070
	Iteration 1F: 3 clusters Score -2116754 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2117047.750000 Penalty: 4716.997070
	Iteration 2F: 3 clusters Score -2117048 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2117259.000000 Penalty: 4716.997070
	Iteration 3Q: 3 clusters Score -2117259 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2117417.000000 Penalty: 4716.997070
	Iteration 4Q: 3 clusters Score -2117417 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2117522.750000 Penalty: 4716.997070
	Iteration 5Q: 3 clusters Score -2117523 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2117635.250000 Penalty: 4716.997070
	Iteration 6Q: 3 clusters Score -2117635 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2117735.250000 Penalty: 4716.997070
	Iteration 7Q: 3 clusters Score -2117735 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2117833.250000 Penalty: 4716.997070
	Iteration 8Q: 3 clusters Score -2117833 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2117925.000000 Penalty: 4716.997070
	Iteration 9Q: 3 clusters Score -2117925 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2118023.000000 Penalty: 4716.997070
	Iteration 10Q: 3 clusters Score -2118023 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2118125.500000 Penalty: 4716.997070
	Iteration 11Q: 3 clusters Score -2118126 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2118254.250000 Penalty: 4716.997070
	Iteration 12Q: 3 clusters Score -2118254 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2118422.250000 Penalty: 4716.997070
	Iteration 13Q: 3 clusters Score -2118422 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2118620.750000 Penalty: 4716.997070
	Iteration 14Q: 3 clusters Score -2118621 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2118874.750000 Penalty: 4716.997070
	Iteration 15Q: 3 clusters Score -2118875 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2119166.500000 Penalty: 4716.997070
	Iteration 16Q: 3 clusters Score -2119166 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2119500.500000 Penalty: 4716.997070
	Iteration 17Q: 3 clusters Score -2119500 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2119871.500000 Penalty: 4716.997070
	Iteration 18Q: 3 clusters Score -2119872 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2120237.750000 Penalty: 4716.997070
	Iteration 19Q: 3 clusters Score -2120238 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2120540.250000 Penalty: 4716.997070
	Iteration 20F: 3 clusters Score -2120540 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2120768.000000 Penalty: 4716.997070
	Iteration 21Q: 3 clusters Score -2120768 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2120968.000000 Penalty: 4716.997070
	Iteration 22Q: 3 clusters Score -2120968 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2121092.750000 Penalty: 4716.997070
	Iteration 23Q: 3 clusters Score -2121093 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2121197.250000 Penalty: 4716.997070
	Iteration 24Q: 3 clusters Score -2121197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2121276.000000 Penalty: 4716.997070
	Iteration 25Q: 3 clusters Score -2121276 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2121347.750000 Penalty: 4716.997070
	Iteration 26Q: 3 clusters Score -2121348 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2121419.750000 Penalty: 4716.997070
	Iteration 27Q: 3 clusters Score -2121420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2121460.250000 Penalty: 4716.997070
	Iteration 28Q: 3 clusters Score -2121460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2121487.750000 Penalty: 4716.997070
	Iteration 29Q: 3 clusters Score -2121488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2121507.500000 Penalty: 4716.997070
	Iteration 30Q: 3 clusters Score -2121508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2121516.000000 Penalty: 4716.997070
	Iteration 31Q: 3 clusters Score -2121516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2121529.500000 Penalty: 4716.997070
	Iteration 32Q: 3 clusters Score -2121530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2121542.500000 Penalty: 4716.997070
	Iteration 33Q: 3 clusters Score -2121542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2121554.750000 Penalty: 4716.997070
	Iteration 34Q: 3 clusters Score -2121555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2121558.000000 Penalty: 4716.997070
	Iteration 35Q: 3 clusters Score -2121558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2121565.500000 Penalty: 4716.997070
	Iteration 36Q: 3 clusters Score -2121566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2121563.750000 Penalty: 4716.997070
	Iteration 37Q: 3 clusters Score -2121564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2121566.500000 Penalty: 4716.997070
	Iteration 38Q: 3 clusters Score -2121566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2121566.500000 Penalty: 4716.997070
	Iteration 39Q: 3 clusters Score -2121566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2121569.750000 Penalty: 4716.997070
	Iteration 40F: 3 clusters Score -2121570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2121572.750000 Penalty: 4716.997070
	Iteration 41Q: 3 clusters Score -2121573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2121572.750000 Penalty: 4716.997070
	Iteration 42Q: 3 clusters Score -2121573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2121572.750000 Penalty: 4716.997070
	Iteration 43F: 3 clusters Score -2121573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -575782.250000 Penalty: 2053.113037
	Iteration 0F: 2 clusters Score -575782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -571945.500000 Penalty: 4106.226074
	Iteration 0F: 3 clusters Score -571945.5 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -572875.187500 Penalty: 4106.226074
	Iteration 1F: 3 clusters Score -572875.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -573101.000000 Penalty: 4106.226074
	Iteration 2F: 3 clusters Score -573101 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -573280.062500 Penalty: 4106.226074
	Iteration 3F: 3 clusters Score -573280.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -573436.250000 Penalty: 4106.226074
	Iteration 4Q: 3 clusters Score -573436.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -573599.750000 Penalty: 4106.226074
	Iteration 5Q: 3 clusters Score -573599.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -573779.437500 Penalty: 4106.226074
	Iteration 6Q: 3 clusters Score -573779.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -573974.875000 Penalty: 4106.226074
	Iteration 7F: 3 clusters Score -573974.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -574202.000000 Penalty: 4106.226074
	Iteration 8F: 3 clusters Score -574202 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -574430.500000 Penalty: 4106.226074
	Iteration 9F: 3 clusters Score -574430.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -574601.750000 Penalty: 4106.226074
	Iteration 10Q: 3 clusters Score -574601.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -574749.125000 Penalty: 4106.226074
	Iteration 11Q: 3 clusters Score -574749.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -574888.875000 Penalty: 4106.226074
	Iteration 12Q: 3 clusters Score -574888.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -574997.312500 Penalty: 4106.226074
	Iteration 13Q: 3 clusters Score -574997.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -575068.125000 Penalty: 4106.226074
	Iteration 14Q: 3 clusters Score -575068.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -575111.500000 Penalty: 4106.226074
	Iteration 15Q: 3 clusters Score -575111.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -575142.187500 Penalty: 4106.226074
	Iteration 16Q: 3 clusters Score -575142.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -575157.750000 Penalty: 4106.226074
	Iteration 17Q: 3 clusters Score -575157.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -575169.062500 Penalty: 4106.226074
	Iteration 18Q: 3 clusters Score -575169.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -575180.937500 Penalty: 4106.226074
	Iteration 19Q: 3 clusters Score -575180.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -575189.250000 Penalty: 4106.226074
	Iteration 20F: 3 clusters Score -575189.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -575203.375000 Penalty: 4106.226074
	Iteration 21Q: 3 clusters Score -575203.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -575220.187500 Penalty: 4106.226074
	Iteration 22Q: 3 clusters Score -575220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -575237.187500 Penalty: 4106.226074
	Iteration 23Q: 3 clusters Score -575237.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -575248.500000 Penalty: 4106.226074
	Iteration 24Q: 3 clusters Score -575248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -575257.687500 Penalty: 4106.226074
	Iteration 25Q: 3 clusters Score -575257.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -575264.437500 Penalty: 4106.226074
	Iteration 26Q: 3 clusters Score -575264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -575268.625000 Penalty: 4106.226074
	Iteration 27Q: 3 clusters Score -575268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -575271.062500 Penalty: 4106.226074
	Iteration 28Q: 3 clusters Score -575271.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -575273.125000 Penalty: 4106.226074
	Iteration 29Q: 3 clusters Score -575273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -575276.125000 Penalty: 4106.226074
	Iteration 30Q: 3 clusters Score -575276.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -575277.687500 Penalty: 4106.226074
	Iteration 31Q: 3 clusters Score -575277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -575277.625000 Penalty: 4106.226074
	Iteration 32Q: 3 clusters Score -575277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -575277.812500 Penalty: 4106.226074
	Iteration 33Q: 3 clusters Score -575277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -575277.812500 Penalty: 4106.226074
	Iteration 34Q: 3 clusters Score -575277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -575277.812500 Penalty: 4106.226074
	Iteration 35F: 3 clusters Score -575277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20747.851562 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -20747.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19829.691406 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -19829.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20421.759766 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -20421.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20675.474609 Penalty: 2681.957275
	Iteration 2F: 3 clusters Score -20675.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20722.806641 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -20722.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20747.904297 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -20747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20758.835938 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -20758.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20765.257812 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -20765.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20765.257812 Penalty: 2681.957275
	Iteration 7F: 3 clusters Score -20765.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102633 members 
Mstep: Class 4 contains 111138 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9540 members 
Mstep: Class 9 contains 27844 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123474 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28410 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34580 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 13495 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 110 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12221 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 113 members 
Entering Unmasked Estep 
Score: -86719728.000000 Penalty: 128097.218750
Splitting cluster 25 changes total score from -86721648.000000 to -86719728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -24773.523438 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -24773.52 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 147 members 
Entering Unmasked Estep 
Score: -23870.912109 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -23870.91 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24178.091797 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -24178.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24364.556641 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -24364.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24536.052734 Penalty: 2829.076172
	Iteration 3F: 3 clusters Score -24536.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24704.640625 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -24704.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24718.728516 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -24718.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24724.724609 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -24724.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24725.582031 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -24725.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24725.582031 Penalty: 2829.076172
	Iteration 8F: 3 clusters Score -24725.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -883457.812500 Penalty: 2154.736572
	Iteration 0F: 2 clusters Score -883457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -878353.187500 Penalty: 4309.473145
	Iteration 0F: 3 clusters Score -878353.2 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -879632.687500 Penalty: 4309.473145
	Iteration 1F: 3 clusters Score -879632.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -879902.125000 Penalty: 4309.473145
	Iteration 2F: 3 clusters Score -879902.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -880084.250000 Penalty: 4309.473145
	Iteration 3F: 3 clusters Score -880084.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -880212.062500 Penalty: 4309.473145
	Iteration 4Q: 3 clusters Score -880212.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -880302.250000 Penalty: 4309.473145
	Iteration 5Q: 3 clusters Score -880302.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -880360.437500 Penalty: 4309.473145
	Iteration 6Q: 3 clusters Score -880360.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -880423.312500 Penalty: 4309.473145
	Iteration 7Q: 3 clusters Score -880423.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -880470.312500 Penalty: 4309.473145
	Iteration 8Q: 3 clusters Score -880470.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -880502.937500 Penalty: 4309.473145
	Iteration 9Q: 3 clusters Score -880502.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -880531.187500 Penalty: 4309.473145
	Iteration 10Q: 3 clusters Score -880531.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -880557.437500 Penalty: 4309.473145
	Iteration 11Q: 3 clusters Score -880557.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -880575.125000 Penalty: 4309.473145
	Iteration 12Q: 3 clusters Score -880575.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -880596.312500 Penalty: 4309.473145
	Iteration 13Q: 3 clusters Score -880596.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -880623.125000 Penalty: 4309.473145
	Iteration 14Q: 3 clusters Score -880623.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -880644.812500 Penalty: 4309.473145
	Iteration 15Q: 3 clusters Score -880644.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -880657.187500 Penalty: 4309.473145
	Iteration 16Q: 3 clusters Score -880657.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -880668.125000 Penalty: 4309.473145
	Iteration 17Q: 3 clusters Score -880668.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -880678.812500 Penalty: 4309.473145
	Iteration 18Q: 3 clusters Score -880678.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -880688.125000 Penalty: 4309.473145
	Iteration 19Q: 3 clusters Score -880688.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -880697.750000 Penalty: 4309.473145
	Iteration 20F: 3 clusters Score -880697.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -880707.000000 Penalty: 4309.473145
	Iteration 21Q: 3 clusters Score -880707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -880713.000000 Penalty: 4309.473145
	Iteration 22Q: 3 clusters Score -880713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -880721.687500 Penalty: 4309.473145
	Iteration 23Q: 3 clusters Score -880721.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -880727.437500 Penalty: 4309.473145
	Iteration 24Q: 3 clusters Score -880727.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -880734.125000 Penalty: 4309.473145
	Iteration 25Q: 3 clusters Score -880734.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -880740.375000 Penalty: 4309.473145
	Iteration 26Q: 3 clusters Score -880740.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -880741.437500 Penalty: 4309.473145
	Iteration 27Q: 3 clusters Score -880741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -880743.562500 Penalty: 4309.473145
	Iteration 28Q: 3 clusters Score -880743.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -880748.812500 Penalty: 4309.473145
	Iteration 29Q: 3 clusters Score -880748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -880750.937500 Penalty: 4309.473145
	Iteration 30Q: 3 clusters Score -880750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -880749.312500 Penalty: 4309.473145
	Iteration 31Q: 3 clusters Score -880749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -880752.125000 Penalty: 4309.473145
	Iteration 32Q: 3 clusters Score -880752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -880751.625000 Penalty: 4309.473145
	Iteration 33Q: 3 clusters Score -880751.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -880753.875000 Penalty: 4309.473145
	Iteration 34Q: 3 clusters Score -880753.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -880753.937500 Penalty: 4309.473145
	Iteration 35Q: 3 clusters Score -880753.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -880755.500000 Penalty: 4309.473145
	Iteration 36Q: 3 clusters Score -880755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -880755.812500 Penalty: 4309.473145
	Iteration 37Q: 3 clusters Score -880755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -880755.937500 Penalty: 4309.473145
	Iteration 38Q: 3 clusters Score -880755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -880756.312500 Penalty: 4309.473145
	Iteration 39Q: 3 clusters Score -880756.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -880759.937500 Penalty: 4309.473145
	Iteration 40F: 3 clusters Score -880759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -880762.125000 Penalty: 4309.473145
	Iteration 41Q: 3 clusters Score -880762.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -880764.437500 Penalty: 4309.473145
	Iteration 42Q: 3 clusters Score -880764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -880765.875000 Penalty: 4309.473145
	Iteration 43Q: 3 clusters Score -880765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -880765.937500 Penalty: 4309.473145
	Iteration 44Q: 3 clusters Score -880765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -880767.000000 Penalty: 4309.473145
	Iteration 45Q: 3 clusters Score -880767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -880771.562500 Penalty: 4309.473145
	Iteration 46Q: 3 clusters Score -880771.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -880772.125000 Penalty: 4309.473145
	Iteration 47Q: 3 clusters Score -880772.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -880773.812500 Penalty: 4309.473145
	Iteration 48Q: 3 clusters Score -880773.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -880773.500000 Penalty: 4309.473145
	Iteration 49Q: 3 clusters Score -880773.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -880775.375000 Penalty: 4309.473145
	Iteration 50Q: 3 clusters Score -880775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -880776.750000 Penalty: 4309.473145
	Iteration 51Q: 3 clusters Score -880776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -880776.500000 Penalty: 4309.473145
	Iteration 52Q: 3 clusters Score -880776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -880776.500000 Penalty: 4309.473145
	Iteration 53F: 3 clusters Score -880776.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -197523.765625 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -197523.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -195410.046875 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -195410 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195883.343750 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -195883.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -196149.500000 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -196149.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -196328.515625 Penalty: 3565.078125
	Iteration 3F: 3 clusters Score -196328.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -196466.390625 Penalty: 3565.078125
	Iteration 4F: 3 clusters Score -196466.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -196572.015625 Penalty: 3565.078125
	Iteration 5F: 3 clusters Score -196572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -196672.515625 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -196672.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -196755.109375 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -196755.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -196828.312500 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -196828.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -196871.421875 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -196871.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -196891.078125 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -196891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -196906.015625 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -196906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -196909.406250 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -196909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -196914.812500 Penalty: 3565.078125
	Iteration 13F: 3 clusters Score -196914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -196925.937500 Penalty: 3565.078125
	Iteration 14Q: 3 clusters Score -196925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -196931.578125 Penalty: 3565.078125
	Iteration 15Q: 3 clusters Score -196931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -196941.734375 Penalty: 3565.078125
	Iteration 16Q: 3 clusters Score -196941.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -196948.687500 Penalty: 3565.078125
	Iteration 17Q: 3 clusters Score -196948.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -196955.656250 Penalty: 3565.078125
	Iteration 18Q: 3 clusters Score -196955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -196959.500000 Penalty: 3565.078125
	Iteration 19Q: 3 clusters Score -196959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -196960.734375 Penalty: 3565.078125
	Iteration 20F: 3 clusters Score -196960.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -196962.218750 Penalty: 3565.078125
	Iteration 21Q: 3 clusters Score -196962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -196962.218750 Penalty: 3565.078125
	Iteration 22F: 3 clusters Score -196962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -77814.359375 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -77814.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76301.601562 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -76301.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76585.195312 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -76585.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -76701.398438 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -76701.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76763.296875 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -76763.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76829.226562 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -76829.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -76859.335938 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -76859.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76888.421875 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -76888.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -76910.539062 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -76910.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -76926.929688 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -76926.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76946.210938 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -76946.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76961.750000 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -76961.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -76972.812500 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -76972.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -76978.250000 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -76978.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76980.273438 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -76980.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -76980.273438 Penalty: 3166.219238
	Iteration 14F: 3 clusters Score -76980.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -212600.640625 Penalty: 1807.654053
	Iteration 0F: 2 clusters Score -212600.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -210348.281250 Penalty: 3615.308105
	Iteration 0F: 3 clusters Score -210348.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -210756.421875 Penalty: 3615.308105
	Iteration 1F: 3 clusters Score -210756.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -210911.093750 Penalty: 3615.308105
	Iteration 2F: 3 clusters Score -210911.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -211017.312500 Penalty: 3615.308105
	Iteration 3F: 3 clusters Score -211017.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -211121.125000 Penalty: 3615.308105
	Iteration 4Q: 3 clusters Score -211121.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211212.500000 Penalty: 3615.308105
	Iteration 5Q: 3 clusters Score -211212.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -211308.343750 Penalty: 3615.308105
	Iteration 6Q: 3 clusters Score -211308.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -211373.265625 Penalty: 3615.308105
	Iteration 7Q: 3 clusters Score -211373.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -211436.453125 Penalty: 3615.308105
	Iteration 8Q: 3 clusters Score -211436.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211492.531250 Penalty: 3615.308105
	Iteration 9Q: 3 clusters Score -211492.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -211539.343750 Penalty: 3615.308105
	Iteration 10Q: 3 clusters Score -211539.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -211578.515625 Penalty: 3615.308105
	Iteration 11Q: 3 clusters Score -211578.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -211618.578125 Penalty: 3615.308105
	Iteration 12Q: 3 clusters Score -211618.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -211646.734375 Penalty: 3615.308105
	Iteration 13Q: 3 clusters Score -211646.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -211673.328125 Penalty: 3615.308105
	Iteration 14Q: 3 clusters Score -211673.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211689.578125 Penalty: 3615.308105
	Iteration 15Q: 3 clusters Score -211689.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -211701.687500 Penalty: 3615.308105
	Iteration 16Q: 3 clusters Score -211701.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -211704.109375 Penalty: 3615.308105
	Iteration 17Q: 3 clusters Score -211704.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -211706.531250 Penalty: 3615.308105
	Iteration 18Q: 3 clusters Score -211706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -211707.796875 Penalty: 3615.308105
	Iteration 19Q: 3 clusters Score -211707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -211709.343750 Penalty: 3615.308105
	Iteration 20F: 3 clusters Score -211709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211710.390625 Penalty: 3615.308105
	Iteration 21Q: 3 clusters Score -211710.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211710.390625 Penalty: 3615.308105
	Iteration 22F: 3 clusters Score -211710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -66642.703125 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -66642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65147.117188 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -65147.12 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65383.503906 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -65383.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65452.433594 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -65452.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -65505.910156 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -65505.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65531.113281 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -65531.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65574.687500 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -65574.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65640.156250 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -65640.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65713.359375 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -65713.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65770.718750 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -65770.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65828.031250 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -65828.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65905.726562 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -65905.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66032.750000 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -66032.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66107.250000 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -66107.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66162.898438 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -66162.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66230.398438 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -66230.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66267.476562 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -66267.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66322.515625 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -66322.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66400.132812 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -66400.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -66447.304688 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -66447.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66479.304688 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -66479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -66515.593750 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -66515.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66540.171875 Penalty: 3083.436523
	Iteration 21Q: 3 clusters Score -66540.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66591.242188 Penalty: 3083.436523
	Iteration 22Q: 3 clusters Score -66591.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66768.726562 Penalty: 3083.436523
	Iteration 23Q: 3 clusters Score -66768.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66808.421875 Penalty: 3083.436523
	Iteration 24Q: 3 clusters Score -66808.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66808.421875 Penalty: 3083.436523
	Iteration 25F: 3 clusters Score -66808.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102633 members 
Mstep: Class 4 contains 111138 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9540 members 
Mstep: Class 9 contains 27844 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123474 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28410 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34580 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 13495 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12221 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 300 members 
Entering Unmasked Estep 
Score: -86720016.000000 Penalty: 128097.218750
Splitting cluster 31 changes total score from -86721648.000000 to -86720016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -90657.296875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -90657.3 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 359 members 
Entering Unmasked Estep 
Score: -89053.218750 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -89053.22 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -89474.562500 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -89474.56 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89779.296875 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -89779.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -89957.281250 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -89957.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -90155.187500 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -90155.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -90280.679688 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -90280.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -90349.585938 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -90349.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -90424.265625 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -90424.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -90455.867188 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -90455.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -90488.375000 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -90488.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -90504.234375 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -90504.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -90523.101562 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -90523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -90535.562500 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -90535.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90541.781250 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -90541.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90545.242188 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -90545.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -90545.242188 Penalty: 3252.866211
	Iteration 15F: 3 clusters Score -90545.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -163163.062500 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -163163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -161135.546875 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -161135.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161415.765625 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -161415.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -161509.718750 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -161509.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161558.734375 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -161558.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161579.546875 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -161579.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161593.250000 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -161593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -161605.484375 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -161605.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -161610.187500 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -161610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161614.937500 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -161614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -161616.953125 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -161617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -161616.953125 Penalty: 3470.354004
	Iteration 10F: 3 clusters Score -161617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -107842.570312 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -107842.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106142.023438 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -106142 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -106863.460938 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -106863.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -107175.382812 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -107175.4 nChanged 89
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: -107453.078125 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -107453.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -107624.937500 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -107624.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -107715.039062 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -107715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -107745.070312 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -107745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -107758.500000 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -107758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107760.843750 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -107760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -107770.257812 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -107770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -107775.000000 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -107775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107778.273438 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -107778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -107778.273438 Penalty: 3385.966553
	Iteration 12F: 3 clusters Score -107778.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Entering Unmasked Estep 
Score: -1947076.875000 Penalty: 2333.905762
	Iteration 0F: 2 clusters Score -1947077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1938021.625000 Penalty: 4667.811523
	Iteration 0F: 3 clusters Score -1938022 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1940802.250000 Penalty: 4667.811523
	Iteration 1F: 3 clusters Score -1940802 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1941096.500000 Penalty: 4667.811523
	Iteration 2F: 3 clusters Score -1941096 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1941339.375000 Penalty: 4667.811523
	Iteration 3Q: 3 clusters Score -1941339 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1941549.250000 Penalty: 4667.811523
	Iteration 4Q: 3 clusters Score -1941549 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1941761.500000 Penalty: 4667.811523
	Iteration 5Q: 3 clusters Score -1941762 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1941990.375000 Penalty: 4667.811523
	Iteration 6Q: 3 clusters Score -1941990 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1942281.625000 Penalty: 4667.811523
	Iteration 7Q: 3 clusters Score -1942282 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1942701.625000 Penalty: 4667.811523
	Iteration 8Q: 3 clusters Score -1942702 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1943200.750000 Penalty: 4667.811523
	Iteration 9F: 3 clusters Score -1943201 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1943751.750000 Penalty: 4667.811523
	Iteration 10F: 3 clusters Score -1943752 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1944251.375000 Penalty: 4667.811523
	Iteration 11Q: 3 clusters Score -1944251 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1944664.250000 Penalty: 4667.811523
	Iteration 12Q: 3 clusters Score -1944664 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1944981.625000 Penalty: 4667.811523
	Iteration 13Q: 3 clusters Score -1944982 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1945230.250000 Penalty: 4667.811523
	Iteration 14Q: 3 clusters Score -1945230 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1945388.750000 Penalty: 4667.811523
	Iteration 15Q: 3 clusters Score -1945389 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1945486.000000 Penalty: 4667.811523
	Iteration 16Q: 3 clusters Score -1945486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1945539.625000 Penalty: 4667.811523
	Iteration 17Q: 3 clusters Score -1945540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1945569.625000 Penalty: 4667.811523
	Iteration 18Q: 3 clusters Score -1945570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1945598.625000 Penalty: 4667.811523
	Iteration 19Q: 3 clusters Score -1945599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1945615.625000 Penalty: 4667.811523
	Iteration 20F: 3 clusters Score -1945616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1945629.000000 Penalty: 4667.811523
	Iteration 21Q: 3 clusters Score -1945629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1945634.375000 Penalty: 4667.811523
	Iteration 22Q: 3 clusters Score -1945634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1945635.875000 Penalty: 4667.811523
	Iteration 23Q: 3 clusters Score -1945636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1945638.625000 Penalty: 4667.811523
	Iteration 24Q: 3 clusters Score -1945639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1945642.500000 Penalty: 4667.811523
	Iteration 25Q: 3 clusters Score -1945642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1945642.125000 Penalty: 4667.811523
	Iteration 26Q: 3 clusters Score -1945642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1945641.750000 Penalty: 4667.811523
	Iteration 27Q: 3 clusters Score -1945642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1945649.500000 Penalty: 4667.811523
	Iteration 28Q: 3 clusters Score -1945650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1945649.250000 Penalty: 4667.811523
	Iteration 29Q: 3 clusters Score -1945649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1945653.750000 Penalty: 4667.811523
	Iteration 30Q: 3 clusters Score -1945654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1945654.375000 Penalty: 4667.811523
	Iteration 31Q: 3 clusters Score -1945654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1945656.250000 Penalty: 4667.811523
	Iteration 32Q: 3 clusters Score -1945656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1945656.250000 Penalty: 4667.811523
	Iteration 33F: 3 clusters Score -1945656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -113061.398438 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -113061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111330.578125 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -111330.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111811.531250 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -111811.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112147.640625 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -112147.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -112378.648438 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -112378.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112483.312500 Penalty: 3329.023193
	Iteration 4Q: 3 clusters Score -112483.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -112564.828125 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -112564.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -112606.375000 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -112606.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -112632.601562 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -112632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -112646.429688 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -112646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -112650.554688 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -112650.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -112652.468750 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -112652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -112653.398438 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -112653.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -112653.398438 Penalty: 3329.023193
	Iteration 12F: 3 clusters Score -112653.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -38423.480469 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -38423.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37168.125000 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -37168.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37254.222656 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -37254.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37291.226562 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -37291.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37303.390625 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -37303.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37303.390625 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -37303.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -92288.929688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -92288.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90603.257812 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -90603.26 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90840.937500 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -90840.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90926.015625 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -90926.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90963.695312 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -90963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90973.460938 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -90973.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90981.359375 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -90981.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90986.765625 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -90986.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90989.093750 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -90989.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90991.992188 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -90991.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90994.601562 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -90994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90997.289062 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -90997.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90997.289062 Penalty: 3212.578369
	Iteration 11F: 3 clusters Score -90997.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102633 members 
Mstep: Class 4 contains 111138 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9540 members 
Mstep: Class 9 contains 27844 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123474 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28410 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34580 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 13495 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12221 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721632.000000 Penalty: 124812.671875
Iteration 359Q: 39 clusters Score -8.672163e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102632 members 
Mstep: Class 4 contains 111130 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9538 members 
Mstep: Class 9 contains 27854 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123483 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28405 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34578 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1323 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12218 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721632.000000 Penalty: 124812.671875
Iteration 360F: 39 clusters Score -8.672163e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102636 members 
Mstep: Class 4 contains 111119 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9539 members 
Mstep: Class 9 contains 27865 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123491 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28396 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34578 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 13494 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1322 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12220 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721656.000000 Penalty: 124812.671875
Iteration 361Q: 39 clusters Score -8.672166e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102633 members 
Mstep: Class 4 contains 111116 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9539 members 
Mstep: Class 9 contains 27871 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123493 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28390 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34581 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 13493 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1322 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12221 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721632.000000 Penalty: 124812.671875
Iteration 362Q: 39 clusters Score -8.672163e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102624 members 
Mstep: Class 4 contains 111099 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9538 members 
Mstep: Class 9 contains 27879 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123512 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28385 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34584 members 
Mstep: Class 22 contains 6671 members 
Mstep: Class 23 contains 13493 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12224 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721608.000000 Penalty: 124812.671875
Iteration 363Q: 39 clusters Score -8.672161e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102631 members 
Mstep: Class 4 contains 111079 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9535 members 
Mstep: Class 9 contains 27887 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123530 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28381 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1795 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34582 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 13490 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12226 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721584.000000 Penalty: 124812.671875
Iteration 364Q: 39 clusters Score -8.672158e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102642 members 
Mstep: Class 4 contains 111066 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9537 members 
Mstep: Class 9 contains 27892 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123530 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28378 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34582 members 
Mstep: Class 22 contains 6670 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12223 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721648.000000 Penalty: 124812.671875
Iteration 365Q: 39 clusters Score -8.672165e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102635 members 
Mstep: Class 4 contains 111069 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 27901 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123530 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28377 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1797 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34582 members 
Mstep: Class 22 contains 6669 members 
Mstep: Class 23 contains 13488 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12220 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721584.000000 Penalty: 124812.671875
Iteration 366Q: 39 clusters Score -8.672158e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102637 members 
Mstep: Class 4 contains 111063 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8978 members 
Mstep: Class 8 contains 9537 members 
Mstep: Class 9 contains 27907 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123532 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28372 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1798 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34581 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 23 contains 13488 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721624.000000 Penalty: 124812.671875
Iteration 367Q: 39 clusters Score -8.672162e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102640 members 
Mstep: Class 4 contains 111063 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 9536 members 
Mstep: Class 9 contains 27918 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123524 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28371 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34579 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721616.000000 Penalty: 124812.671875
Iteration 368Q: 39 clusters Score -8.672162e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102647 members 
Mstep: Class 4 contains 111062 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9535 members 
Mstep: Class 9 contains 27928 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123512 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28371 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34575 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 23 contains 13487 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12211 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721640.000000 Penalty: 124812.671875
Iteration 369Q: 39 clusters Score -8.672164e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102648 members 
Mstep: Class 4 contains 111067 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9534 members 
Mstep: Class 9 contains 27939 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123502 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28373 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34575 members 
Mstep: Class 22 contains 6667 members 
Mstep: Class 23 contains 13484 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12208 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721648.000000 Penalty: 124812.671875
Iteration 370Q: 39 clusters Score -8.672165e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102654 members 
Mstep: Class 4 contains 111075 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9533 members 
Mstep: Class 9 contains 27957 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123485 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28369 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34573 members 
Mstep: Class 22 contains 6666 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12206 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721656.000000 Penalty: 124812.671875
Iteration 371Q: 39 clusters Score -8.672166e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102651 members 
Mstep: Class 4 contains 111086 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 27975 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123464 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28364 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34575 members 
Mstep: Class 22 contains 6665 members 
Mstep: Class 23 contains 13482 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12206 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721608.000000 Penalty: 124812.671875
Iteration 372Q: 39 clusters Score -8.672161e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102646 members 
Mstep: Class 4 contains 111113 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 27985 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123440 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28364 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34575 members 
Mstep: Class 22 contains 6665 members 
Mstep: Class 23 contains 13478 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12204 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721632.000000 Penalty: 124812.671875
Iteration 373Q: 39 clusters Score -8.672163e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102647 members 
Mstep: Class 4 contains 111134 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 27997 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123414 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28359 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34576 members 
Mstep: Class 22 contains 6663 members 
Mstep: Class 23 contains 13476 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12204 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721640.000000 Penalty: 124812.671875
Iteration 374Q: 39 clusters Score -8.672164e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102654 members 
Mstep: Class 4 contains 111143 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9533 members 
Mstep: Class 9 contains 28007 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123383 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28362 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34577 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 13476 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12203 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721744.000000 Penalty: 124812.671875
Iteration 375Q: 39 clusters Score -8.672174e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102657 members 
Mstep: Class 4 contains 111137 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 28020 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123372 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28363 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34578 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12203 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721784.000000 Penalty: 124812.671875
Iteration 376Q: 39 clusters Score -8.672178e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102662 members 
Mstep: Class 4 contains 111125 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9531 members 
Mstep: Class 9 contains 28030 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123372 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28365 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19540 members 
Mstep: Class 21 contains 34578 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 13473 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12202 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721760.000000 Penalty: 124812.671875
Iteration 377Q: 39 clusters Score -8.672176e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102670 members 
Mstep: Class 4 contains 111113 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 28042 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123370 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28362 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34576 members 
Mstep: Class 22 contains 6663 members 
Mstep: Class 23 contains 13472 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12200 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721768.000000 Penalty: 124812.671875
Iteration 378Q: 39 clusters Score -8.672177e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102687 members 
Mstep: Class 4 contains 111090 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 28054 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123367 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13091 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28363 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34577 members 
Mstep: Class 22 contains 6663 members 
Mstep: Class 23 contains 13471 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12199 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721784.000000 Penalty: 124812.671875
Iteration 379Q: 39 clusters Score -8.672178e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102701 members 
Mstep: Class 4 contains 111071 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9533 members 
Mstep: Class 9 contains 28062 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123367 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28360 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34580 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 13465 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12199 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721856.000000 Penalty: 124812.671875
Iteration 380F: 39 clusters Score -8.672186e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102712 members 
Mstep: Class 4 contains 111051 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 28072 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123373 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28355 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34580 members 
Mstep: Class 22 contains 6663 members 
Mstep: Class 23 contains 13463 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12200 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721816.000000 Penalty: 124812.671875
Iteration 381Q: 39 clusters Score -8.672182e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102716 members 
Mstep: Class 4 contains 111049 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 28075 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123370 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28351 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6663 members 
Mstep: Class 23 contains 13462 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12200 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721824.000000 Penalty: 124812.671875
Iteration 382Q: 39 clusters Score -8.672182e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102722 members 
Mstep: Class 4 contains 111047 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9532 members 
Mstep: Class 9 contains 28080 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123364 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28347 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6663 members 
Mstep: Class 23 contains 13460 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12201 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721856.000000 Penalty: 124812.671875
Iteration 383Q: 39 clusters Score -8.672186e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102724 members 
Mstep: Class 4 contains 111046 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9531 members 
Mstep: Class 9 contains 28084 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123365 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28346 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19541 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6662 members 
Mstep: Class 23 contains 13457 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12201 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721888.000000 Penalty: 124812.671875
Iteration 384Q: 39 clusters Score -8.672189e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102720 members 
Mstep: Class 4 contains 111055 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9529 members 
Mstep: Class 9 contains 28088 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123361 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28343 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19542 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6662 members 
Mstep: Class 23 contains 13455 members 
Mstep: Class 24 contains 3940 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12202 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721944.000000 Penalty: 124812.671875
Iteration 385Q: 39 clusters Score -8.672194e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102712 members 
Mstep: Class 4 contains 111059 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 8 contains 9526 members 
Mstep: Class 9 contains 28096 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123356 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28342 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19542 members 
Mstep: Class 21 contains 34584 members 
Mstep: Class 22 contains 6663 members 
Mstep: Class 23 contains 13455 members 
Mstep: Class 24 contains 3939 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12205 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721960.000000 Penalty: 124812.671875
Iteration 386Q: 39 clusters Score -8.672196e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102711 members 
Mstep: Class 4 contains 111064 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9525 members 
Mstep: Class 9 contains 28101 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123350 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28340 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19543 members 
Mstep: Class 21 contains 34585 members 
Mstep: Class 22 contains 6662 members 
Mstep: Class 23 contains 13454 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12204 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721952.000000 Penalty: 124812.671875
Iteration 387Q: 39 clusters Score -8.672195e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102698 members 
Mstep: Class 4 contains 111071 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9524 members 
Mstep: Class 9 contains 28105 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123350 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28341 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19543 members 
Mstep: Class 21 contains 34587 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 13453 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12206 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721984.000000 Penalty: 124812.671875
Iteration 388Q: 39 clusters Score -8.672198e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102705 members 
Mstep: Class 4 contains 111070 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 28104 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123344 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28342 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19543 members 
Mstep: Class 21 contains 34587 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 13452 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12207 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721952.000000 Penalty: 124812.671875
Iteration 389Q: 39 clusters Score -8.672195e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102713 members 
Mstep: Class 4 contains 111078 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9520 members 
Mstep: Class 9 contains 28101 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123333 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13094 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28340 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19543 members 
Mstep: Class 21 contains 34588 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 13450 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12208 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722016.000000 Penalty: 124812.671875
Iteration 390Q: 39 clusters Score -8.672202e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102719 members 
Mstep: Class 4 contains 111080 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9519 members 
Mstep: Class 9 contains 28104 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123327 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28335 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19543 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 13449 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12210 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721952.000000 Penalty: 124812.671875
Iteration 391Q: 39 clusters Score -8.672195e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102726 members 
Mstep: Class 4 contains 111075 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9518 members 
Mstep: Class 9 contains 28112 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123328 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28328 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 20 contains 19543 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 13449 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12210 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721944.000000 Penalty: 124812.671875
Iteration 392Q: 39 clusters Score -8.672194e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102738 members 
Mstep: Class 4 contains 111067 members 
Mstep: Class 5 contains 4778 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9517 members 
Mstep: Class 9 contains 28117 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123320 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28327 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34588 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 13448 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1092 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12210 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722032.000000 Penalty: 124812.671875
Iteration 393Q: 39 clusters Score -8.672203e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102745 members 
Mstep: Class 4 contains 111064 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9514 members 
Mstep: Class 9 contains 28122 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123322 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28320 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 13447 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12210 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722032.000000 Penalty: 124812.671875
Iteration 394Q: 39 clusters Score -8.672203e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102755 members 
Mstep: Class 4 contains 111056 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 28127 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 123322 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28317 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13445 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12210 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722024.000000 Penalty: 124812.671875
Iteration 395Q: 39 clusters Score -8.672202e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102760 members 
Mstep: Class 4 contains 111057 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 28130 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123319 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28314 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34588 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12211 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722000.000000 Penalty: 124812.671875
Iteration 396Q: 39 clusters Score -8.6722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102764 members 
Mstep: Class 4 contains 111058 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9513 members 
Mstep: Class 9 contains 28128 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123314 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28314 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13442 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721992.000000 Penalty: 124812.671875
Iteration 397Q: 39 clusters Score -8.672199e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102770 members 
Mstep: Class 4 contains 111058 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 28128 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123306 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28313 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34589 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5929 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722024.000000 Penalty: 124812.671875
Iteration 398Q: 39 clusters Score -8.672202e+07 nChanged 55
Entering ConstructFrom: 
Score: -86722024.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -233209.593750 Penalty: 1831.229370
	Iteration 0F: 2 clusters Score -233209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -230833.625000 Penalty: 3662.458740
	Iteration 0F: 3 clusters Score -230833.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -231315.906250 Penalty: 3662.458740
	Iteration 1F: 3 clusters Score -231315.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -231523.078125 Penalty: 3662.458740
	Iteration 2F: 3 clusters Score -231523.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -231639.390625 Penalty: 3662.458740
	Iteration 3F: 3 clusters Score -231639.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -231749.328125 Penalty: 3662.458740
	Iteration 4Q: 3 clusters Score -231749.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -231826.750000 Penalty: 3662.458740
	Iteration 5Q: 3 clusters Score -231826.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -231889.968750 Penalty: 3662.458740
	Iteration 6Q: 3 clusters Score -231890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -231936.984375 Penalty: 3662.458740
	Iteration 7Q: 3 clusters Score -231937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -231979.687500 Penalty: 3662.458740
	Iteration 8Q: 3 clusters Score -231979.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -232015.453125 Penalty: 3662.458740
	Iteration 9Q: 3 clusters Score -232015.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -232037.484375 Penalty: 3662.458740
	Iteration 10Q: 3 clusters Score -232037.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -232047.234375 Penalty: 3662.458740
	Iteration 11Q: 3 clusters Score -232047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -232059.250000 Penalty: 3662.458740
	Iteration 12Q: 3 clusters Score -232059.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -232074.656250 Penalty: 3662.458740
	Iteration 13Q: 3 clusters Score -232074.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -232089.468750 Penalty: 3662.458740
	Iteration 14Q: 3 clusters Score -232089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -232093.984375 Penalty: 3662.458740
	Iteration 15Q: 3 clusters Score -232094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -232099.859375 Penalty: 3662.458740
	Iteration 16Q: 3 clusters Score -232099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -232102.390625 Penalty: 3662.458740
	Iteration 17Q: 3 clusters Score -232102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -232106.671875 Penalty: 3662.458740
	Iteration 18Q: 3 clusters Score -232106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -232108.500000 Penalty: 3662.458740
	Iteration 19Q: 3 clusters Score -232108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -232110.093750 Penalty: 3662.458740
	Iteration 20F: 3 clusters Score -232110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -232110.609375 Penalty: 3662.458740
	Iteration 21Q: 3 clusters Score -232110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -232110.609375 Penalty: 3662.458740
	Iteration 22F: 3 clusters Score -232110.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -155966.312500 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -155966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -154001.109375 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -154001.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154543.031250 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -154543 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -154872.281250 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -154872.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155088.375000 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -155088.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155200.765625 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -155200.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155270.718750 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -155270.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155302.734375 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -155302.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -155338.890625 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -155338.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155389.875000 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -155389.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155423.578125 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -155423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155433.593750 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -155433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155434.453125 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -155434.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155434.453125 Penalty: 3494.705078
	Iteration 12F: 3 clusters Score -155434.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Entering Unmasked Estep 
Score: -16239138.000000 Penalty: 2861.996094
	Iteration 0F: 2 clusters Score -1.623914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -16172058.000000 Penalty: 5723.992188
	Iteration 0F: 3 clusters Score -1.617206e+07 nChanged 48560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -16200295.000000 Penalty: 5723.992188
	Iteration 1F: 3 clusters Score -1.62003e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -16201562.000000 Penalty: 5723.992188
	Iteration 2Q: 3 clusters Score -1.620156e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -16203901.000000 Penalty: 5723.992188
	Iteration 3Q: 3 clusters Score -1.62039e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -16208042.000000 Penalty: 5723.992188
	Iteration 4F: 3 clusters Score -1.620804e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -16214820.000000 Penalty: 5723.992188
	Iteration 5F: 3 clusters Score -1.621482e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84536 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -16223001.000000 Penalty: 5723.992188
	Iteration 6F: 3 clusters Score -1.6223e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91501 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -16230025.000000 Penalty: 5723.992188
	Iteration 7F: 3 clusters Score -1.623002e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -16234080.000000 Penalty: 5723.992188
	Iteration 8Q: 3 clusters Score -1.623408e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -16235859.000000 Penalty: 5723.992188
	Iteration 9Q: 3 clusters Score -1.623586e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -16236579.000000 Penalty: 5723.992188
	Iteration 10Q: 3 clusters Score -1.623658e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -16236994.000000 Penalty: 5723.992188
	Iteration 11Q: 3 clusters Score -1.623699e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -16237155.000000 Penalty: 5723.992188
	Iteration 12Q: 3 clusters Score -1.623716e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -16237298.000000 Penalty: 5723.992188
	Iteration 13Q: 3 clusters Score -1.62373e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -16237319.000000 Penalty: 5723.992188
	Iteration 14Q: 3 clusters Score -1.623732e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -16237343.000000 Penalty: 5723.992188
	Iteration 15Q: 3 clusters Score -1.623734e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -16237373.000000 Penalty: 5723.992188
	Iteration 16Q: 3 clusters Score -1.623737e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -16237352.000000 Penalty: 5723.992188
	Iteration 17Q: 3 clusters Score -1.623735e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101127 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -16237373.000000 Penalty: 5723.992188
	Iteration 18Q: 3 clusters Score -1.623737e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -16237363.000000 Penalty: 5723.992188
	Iteration 19Q: 3 clusters Score -1.623736e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101243 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -16237359.000000 Penalty: 5723.992188
	Iteration 20F: 3 clusters Score -1.623736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -16237338.000000 Penalty: 5723.992188
	Iteration 21Q: 3 clusters Score -1.623734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101319 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -16237359.000000 Penalty: 5723.992188
	Iteration 22Q: 3 clusters Score -1.623736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101345 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16237353.000000 Penalty: 5723.992188
	Iteration 23Q: 3 clusters Score -1.623735e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101367 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -16237358.000000 Penalty: 5723.992188
	Iteration 24Q: 3 clusters Score -1.623736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16237344.000000 Penalty: 5723.992188
	Iteration 25Q: 3 clusters Score -1.623734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101388 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -16237356.000000 Penalty: 5723.992188
	Iteration 26Q: 3 clusters Score -1.623736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16237348.000000 Penalty: 5723.992188
	Iteration 27Q: 3 clusters Score -1.623735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101408 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -16237354.000000 Penalty: 5723.992188
	Iteration 28Q: 3 clusters Score -1.623735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -16237349.000000 Penalty: 5723.992188
	Iteration 29Q: 3 clusters Score -1.623735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -16237365.000000 Penalty: 5723.992188
	Iteration 30Q: 3 clusters Score -1.623736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101436 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -16237361.000000 Penalty: 5723.992188
	Iteration 31Q: 3 clusters Score -1.623736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -16237370.000000 Penalty: 5723.992188
	Iteration 32Q: 3 clusters Score -1.623737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -16237357.000000 Penalty: 5723.992188
	Iteration 33Q: 3 clusters Score -1.623736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -16237350.000000 Penalty: 5723.992188
	Iteration 34Q: 3 clusters Score -1.623735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -16237361.000000 Penalty: 5723.992188
	Iteration 35Q: 3 clusters Score -1.623736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16237365.000000 Penalty: 5723.992188
	Iteration 36Q: 3 clusters Score -1.623736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -16237363.000000 Penalty: 5723.992188
	Iteration 37Q: 3 clusters Score -1.623736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -16237351.000000 Penalty: 5723.992188
	Iteration 38Q: 3 clusters Score -1.623735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -16237360.000000 Penalty: 5723.992188
	Iteration 39Q: 3 clusters Score -1.623736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101501 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -16237345.000000 Penalty: 5723.992188
	Iteration 40F: 3 clusters Score -1.623734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16237358.000000 Penalty: 5723.992188
	Iteration 41Q: 3 clusters Score -1.623736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101505 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -16237348.000000 Penalty: 5723.992188
	Iteration 42Q: 3 clusters Score -1.623735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -16237347.000000 Penalty: 5723.992188
	Iteration 43Q: 3 clusters Score -1.623735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -16237347.000000 Penalty: 5723.992188
	Iteration 44F: 3 clusters Score -1.623735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111054 members 
Entering Unmasked Estep 
Score: -17487490.000000 Penalty: 2881.207520
	Iteration 0F: 2 clusters Score -1.748749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -17415922.000000 Penalty: 5762.415039
	Iteration 0F: 3 clusters Score -1.741592e+07 nChanged 52572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -17446010.000000 Penalty: 5762.415039
	Iteration 1F: 3 clusters Score -1.744601e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -17446876.000000 Penalty: 5762.415039
	Iteration 2Q: 3 clusters Score -1.744688e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -17448012.000000 Penalty: 5762.415039
	Iteration 3Q: 3 clusters Score -1.744801e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -17449580.000000 Penalty: 5762.415039
	Iteration 4Q: 3 clusters Score -1.744958e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -17451468.000000 Penalty: 5762.415039
	Iteration 5Q: 3 clusters Score -1.745147e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -17454252.000000 Penalty: 5762.415039
	Iteration 6F: 3 clusters Score -1.745425e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -17458480.000000 Penalty: 5762.415039
	Iteration 7F: 3 clusters Score -1.745848e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -17463942.000000 Penalty: 5762.415039
	Iteration 8F: 3 clusters Score -1.746394e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -17469746.000000 Penalty: 5762.415039
	Iteration 9F: 3 clusters Score -1.746975e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -17473900.000000 Penalty: 5762.415039
	Iteration 10F: 3 clusters Score -1.74739e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -17475878.000000 Penalty: 5762.415039
	Iteration 11Q: 3 clusters Score -1.747588e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78682 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -17477062.000000 Penalty: 5762.415039
	Iteration 12Q: 3 clusters Score -1.747706e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -17477938.000000 Penalty: 5762.415039
	Iteration 13Q: 3 clusters Score -1.747794e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81354 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -17478844.000000 Penalty: 5762.415039
	Iteration 14Q: 3 clusters Score -1.747884e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -17479452.000000 Penalty: 5762.415039
	Iteration 15Q: 3 clusters Score -1.747945e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -17480216.000000 Penalty: 5762.415039
	Iteration 16Q: 3 clusters Score -1.748022e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -17480698.000000 Penalty: 5762.415039
	Iteration 17Q: 3 clusters Score -1.74807e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -17481154.000000 Penalty: 5762.415039
	Iteration 18Q: 3 clusters Score -1.748115e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86404 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -17481594.000000 Penalty: 5762.415039
	Iteration 19Q: 3 clusters Score -1.748159e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -17482046.000000 Penalty: 5762.415039
	Iteration 20F: 3 clusters Score -1.748205e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -17482398.000000 Penalty: 5762.415039
	Iteration 21Q: 3 clusters Score -1.74824e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -17482676.000000 Penalty: 5762.415039
	Iteration 22Q: 3 clusters Score -1.748268e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -17482984.000000 Penalty: 5762.415039
	Iteration 23Q: 3 clusters Score -1.748298e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -17483274.000000 Penalty: 5762.415039
	Iteration 24Q: 3 clusters Score -1.748327e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -17483516.000000 Penalty: 5762.415039
	Iteration 25Q: 3 clusters Score -1.748352e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -17483716.000000 Penalty: 5762.415039
	Iteration 26Q: 3 clusters Score -1.748372e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -17483846.000000 Penalty: 5762.415039
	Iteration 27Q: 3 clusters Score -1.748385e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -17484034.000000 Penalty: 5762.415039
	Iteration 28Q: 3 clusters Score -1.748403e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93646 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -17484256.000000 Penalty: 5762.415039
	Iteration 29Q: 3 clusters Score -1.748426e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -17484544.000000 Penalty: 5762.415039
	Iteration 30Q: 3 clusters Score -1.748454e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -17484690.000000 Penalty: 5762.415039
	Iteration 31Q: 3 clusters Score -1.748469e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -17485028.000000 Penalty: 5762.415039
	Iteration 32Q: 3 clusters Score -1.748503e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -17485316.000000 Penalty: 5762.415039
	Iteration 33Q: 3 clusters Score -1.748532e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98115 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -17485566.000000 Penalty: 5762.415039
	Iteration 34Q: 3 clusters Score -1.748557e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99175 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -17485688.000000 Penalty: 5762.415039
	Iteration 35Q: 3 clusters Score -1.748569e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -17485770.000000 Penalty: 5762.415039
	Iteration 36Q: 3 clusters Score -1.748577e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -17485884.000000 Penalty: 5762.415039
	Iteration 37Q: 3 clusters Score -1.748588e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -17486012.000000 Penalty: 5762.415039
	Iteration 38Q: 3 clusters Score -1.748601e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104155 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -17485960.000000 Penalty: 5762.415039
	Iteration 39Q: 3 clusters Score -1.748596e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105319 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -17486038.000000 Penalty: 5762.415039
	Iteration 40F: 3 clusters Score -1.748604e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -17486088.000000 Penalty: 5762.415039
	Iteration 41Q: 3 clusters Score -1.748609e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -17486170.000000 Penalty: 5762.415039
	Iteration 42Q: 3 clusters Score -1.748617e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -17486156.000000 Penalty: 5762.415039
	Iteration 43Q: 3 clusters Score -1.748616e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -17486088.000000 Penalty: 5762.415039
	Iteration 44Q: 3 clusters Score -1.748609e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17486002.000000 Penalty: 5762.415039
	Iteration 45Q: 3 clusters Score -1.7486e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -17485954.000000 Penalty: 5762.415039
	Iteration 46Q: 3 clusters Score -1.748595e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109538 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -17485934.000000 Penalty: 5762.415039
	Iteration 47Q: 3 clusters Score -1.748593e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109731 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -17485862.000000 Penalty: 5762.415039
	Iteration 48Q: 3 clusters Score -1.748586e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109866 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -17485848.000000 Penalty: 5762.415039
	Iteration 49Q: 3 clusters Score -1.748585e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109978 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -17485878.000000 Penalty: 5762.415039
	Iteration 50Q: 3 clusters Score -1.748588e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17485836.000000 Penalty: 5762.415039
	Iteration 51Q: 3 clusters Score -1.748584e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -17485824.000000 Penalty: 5762.415039
	Iteration 52Q: 3 clusters Score -1.748582e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110166 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -17485838.000000 Penalty: 5762.415039
	Iteration 53Q: 3 clusters Score -1.748584e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110199 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -17485818.000000 Penalty: 5762.415039
	Iteration 54Q: 3 clusters Score -1.748582e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110231 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -17485808.000000 Penalty: 5762.415039
	Iteration 55Q: 3 clusters Score -1.748581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -17485810.000000 Penalty: 5762.415039
	Iteration 56Q: 3 clusters Score -1.748581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -17485784.000000 Penalty: 5762.415039
	Iteration 57Q: 3 clusters Score -1.748578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110278 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -17485780.000000 Penalty: 5762.415039
	Iteration 58Q: 3 clusters Score -1.748578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17485764.000000 Penalty: 5762.415039
	Iteration 59Q: 3 clusters Score -1.748576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -17485774.000000 Penalty: 5762.415039
	Iteration 60F: 3 clusters Score -1.748577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -17485776.000000 Penalty: 5762.415039
	Iteration 61Q: 3 clusters Score -1.748578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -17485756.000000 Penalty: 5762.415039
	Iteration 62Q: 3 clusters Score -1.748576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110306 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -17485766.000000 Penalty: 5762.415039
	Iteration 63Q: 3 clusters Score -1.748577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110310 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17485766.000000 Penalty: 5762.415039
	Iteration 64Q: 3 clusters Score -1.748577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110313 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -17485760.000000 Penalty: 5762.415039
	Iteration 65Q: 3 clusters Score -1.748576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110316 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -17485760.000000 Penalty: 5762.415039
	Iteration 66Q: 3 clusters Score -1.748576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17485748.000000 Penalty: 5762.415039
	Iteration 67Q: 3 clusters Score -1.748575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110325 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -17485760.000000 Penalty: 5762.415039
	Iteration 68Q: 3 clusters Score -1.748576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17485764.000000 Penalty: 5762.415039
	Iteration 69Q: 3 clusters Score -1.748576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17485770.000000 Penalty: 5762.415039
	Iteration 70Q: 3 clusters Score -1.748577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -17485766.000000 Penalty: 5762.415039
	Iteration 71Q: 3 clusters Score -1.748577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -17485766.000000 Penalty: 5762.415039
	Iteration 72F: 3 clusters Score -1.748577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -696246.750000 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -696246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -691915.312500 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -691915.3 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -693034.625000 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -693034.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -693309.625000 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -693309.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -693500.937500 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -693500.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -693668.562500 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -693668.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -693819.937500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -693819.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -693991.062500 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -693991.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -694235.437500 Penalty: 4201.897949
	Iteration 7Q: 3 clusters Score -694235.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -694509.187500 Penalty: 4201.897949
	Iteration 8Q: 3 clusters Score -694509.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -694766.312500 Penalty: 4201.897949
	Iteration 9F: 3 clusters Score -694766.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -694944.750000 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -694944.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -695072.437500 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -695072.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -695173.312500 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -695173.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -695262.500000 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -695262.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -695313.562500 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -695313.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -695348.000000 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -695348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -695369.562500 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -695369.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -695389.625000 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -695389.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -695408.375000 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -695408.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -695422.687500 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -695422.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -695443.187500 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -695443.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -695468.812500 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -695468.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -695489.937500 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -695489.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -695514.250000 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -695514.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -695535.750000 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -695535.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -695560.812500 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -695560.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -695575.250000 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -695575.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -695585.687500 Penalty: 4201.897949
	Iteration 27Q: 3 clusters Score -695585.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -695590.500000 Penalty: 4201.897949
	Iteration 28Q: 3 clusters Score -695590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -695595.500000 Penalty: 4201.897949
	Iteration 29Q: 3 clusters Score -695595.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -695600.250000 Penalty: 4201.897949
	Iteration 30Q: 3 clusters Score -695600.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -695603.187500 Penalty: 4201.897949
	Iteration 31Q: 3 clusters Score -695603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -695603.250000 Penalty: 4201.897949
	Iteration 32Q: 3 clusters Score -695603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -695604.562500 Penalty: 4201.897949
	Iteration 33Q: 3 clusters Score -695604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -695604.562500 Penalty: 4201.897949
	Iteration 34F: 3 clusters Score -695604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -565886.437500 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -565886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -562165.812500 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -562165.8 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -562946.437500 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -562946.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -563117.875000 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -563117.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -563232.187500 Penalty: 4067.887207
	Iteration 3F: 3 clusters Score -563232.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -563286.937500 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -563286.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -563334.125000 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -563334.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -563358.812500 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -563358.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -563385.437500 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -563385.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -563413.500000 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -563413.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -563435.062500 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -563435.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -563452.562500 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -563452.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -563471.250000 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -563471.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -563493.125000 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -563493.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -563508.562500 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -563508.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -563521.625000 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -563521.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -563530.375000 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -563530.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -563543.750000 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -563543.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -563559.187500 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -563559.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -563576.437500 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -563576.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -563593.125000 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -563593.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -563608.500000 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -563608.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -563621.500000 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -563621.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -563634.812500 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -563634.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -563649.000000 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -563649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -563668.187500 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -563668.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -563678.812500 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -563678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -563685.937500 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -563685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563694.750000 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -563694.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -563703.125000 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -563703.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -563708.812500 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -563708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -563712.375000 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -563712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -563713.312500 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -563713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -563714.750000 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -563714.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -563718.062500 Penalty: 4067.887207
	Iteration 33Q: 3 clusters Score -563718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -563723.625000 Penalty: 4067.887207
	Iteration 34Q: 3 clusters Score -563723.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -563728.562500 Penalty: 4067.887207
	Iteration 35Q: 3 clusters Score -563728.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -563734.937500 Penalty: 4067.887207
	Iteration 36Q: 3 clusters Score -563734.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -563741.750000 Penalty: 4067.887207
	Iteration 37Q: 3 clusters Score -563741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -563748.500000 Penalty: 4067.887207
	Iteration 38Q: 3 clusters Score -563748.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -563751.812500 Penalty: 4067.887207
	Iteration 39Q: 3 clusters Score -563751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -563755.062500 Penalty: 4067.887207
	Iteration 40F: 3 clusters Score -563755.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -563759.625000 Penalty: 4067.887207
	Iteration 41Q: 3 clusters Score -563759.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -563763.875000 Penalty: 4067.887207
	Iteration 42Q: 3 clusters Score -563763.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -563766.750000 Penalty: 4067.887207
	Iteration 43Q: 3 clusters Score -563766.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -563768.437500 Penalty: 4067.887207
	Iteration 44Q: 3 clusters Score -563768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -563769.687500 Penalty: 4067.887207
	Iteration 45Q: 3 clusters Score -563769.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -563771.625000 Penalty: 4067.887207
	Iteration 46Q: 3 clusters Score -563771.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -563772.750000 Penalty: 4067.887207
	Iteration 47Q: 3 clusters Score -563772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -563774.625000 Penalty: 4067.887207
	Iteration 48Q: 3 clusters Score -563774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -563777.000000 Penalty: 4067.887207
	Iteration 49Q: 3 clusters Score -563777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -563779.375000 Penalty: 4067.887207
	Iteration 50Q: 3 clusters Score -563779.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -563782.562500 Penalty: 4067.887207
	Iteration 51Q: 3 clusters Score -563782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -563784.687500 Penalty: 4067.887207
	Iteration 52Q: 3 clusters Score -563784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -563787.437500 Penalty: 4067.887207
	Iteration 53Q: 3 clusters Score -563787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -563788.875000 Penalty: 4067.887207
	Iteration 54Q: 3 clusters Score -563788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -563790.375000 Penalty: 4067.887207
	Iteration 55Q: 3 clusters Score -563790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -563791.687500 Penalty: 4067.887207
	Iteration 56Q: 3 clusters Score -563791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -563792.937500 Penalty: 4067.887207
	Iteration 57Q: 3 clusters Score -563792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -563794.000000 Penalty: 4067.887207
	Iteration 58Q: 3 clusters Score -563794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -563795.500000 Penalty: 4067.887207
	Iteration 59Q: 3 clusters Score -563795.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -563795.625000 Penalty: 4067.887207
	Iteration 60F: 3 clusters Score -563795.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -1350311.625000 Penalty: 2257.510742
	Iteration 0F: 2 clusters Score -1350312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1343248.375000 Penalty: 4515.021484
	Iteration 0F: 3 clusters Score -1343248 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1345339.375000 Penalty: 4515.021484
	Iteration 1F: 3 clusters Score -1345339 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1345618.625000 Penalty: 4515.021484
	Iteration 2F: 3 clusters Score -1345619 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1345785.750000 Penalty: 4515.021484
	Iteration 3Q: 3 clusters Score -1345786 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1345886.625000 Penalty: 4515.021484
	Iteration 4Q: 3 clusters Score -1345887 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1345992.125000 Penalty: 4515.021484
	Iteration 5Q: 3 clusters Score -1345992 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1346078.125000 Penalty: 4515.021484
	Iteration 6Q: 3 clusters Score -1346078 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1346156.125000 Penalty: 4515.021484
	Iteration 7Q: 3 clusters Score -1346156 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1346218.250000 Penalty: 4515.021484
	Iteration 8Q: 3 clusters Score -1346218 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1346291.875000 Penalty: 4515.021484
	Iteration 9Q: 3 clusters Score -1346292 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1346356.000000 Penalty: 4515.021484
	Iteration 10Q: 3 clusters Score -1346356 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1346425.750000 Penalty: 4515.021484
	Iteration 11Q: 3 clusters Score -1346426 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1346516.875000 Penalty: 4515.021484
	Iteration 12Q: 3 clusters Score -1346517 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1346612.000000 Penalty: 4515.021484
	Iteration 13Q: 3 clusters Score -1346612 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1346701.375000 Penalty: 4515.021484
	Iteration 14Q: 3 clusters Score -1346701 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1346802.750000 Penalty: 4515.021484
	Iteration 15Q: 3 clusters Score -1346803 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1346935.250000 Penalty: 4515.021484
	Iteration 16Q: 3 clusters Score -1346935 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1347067.375000 Penalty: 4515.021484
	Iteration 17Q: 3 clusters Score -1347067 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1347229.375000 Penalty: 4515.021484
	Iteration 18Q: 3 clusters Score -1347229 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1347399.375000 Penalty: 4515.021484
	Iteration 19Q: 3 clusters Score -1347399 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1347601.750000 Penalty: 4515.021484
	Iteration 20F: 3 clusters Score -1347602 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1347817.375000 Penalty: 4515.021484
	Iteration 21Q: 3 clusters Score -1347817 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1348006.875000 Penalty: 4515.021484
	Iteration 22Q: 3 clusters Score -1348007 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1348136.500000 Penalty: 4515.021484
	Iteration 23Q: 3 clusters Score -1348136 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1348229.500000 Penalty: 4515.021484
	Iteration 24Q: 3 clusters Score -1348230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1348291.250000 Penalty: 4515.021484
	Iteration 25Q: 3 clusters Score -1348291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1348347.875000 Penalty: 4515.021484
	Iteration 26Q: 3 clusters Score -1348348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1348382.625000 Penalty: 4515.021484
	Iteration 27Q: 3 clusters Score -1348383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1348412.375000 Penalty: 4515.021484
	Iteration 28Q: 3 clusters Score -1348412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1348436.250000 Penalty: 4515.021484
	Iteration 29Q: 3 clusters Score -1348436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1348454.750000 Penalty: 4515.021484
	Iteration 30Q: 3 clusters Score -1348455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1348465.875000 Penalty: 4515.021484
	Iteration 31Q: 3 clusters Score -1348466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1348475.750000 Penalty: 4515.021484
	Iteration 32Q: 3 clusters Score -1348476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1348487.125000 Penalty: 4515.021484
	Iteration 33Q: 3 clusters Score -1348487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1348491.250000 Penalty: 4515.021484
	Iteration 34Q: 3 clusters Score -1348491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1348493.750000 Penalty: 4515.021484
	Iteration 35Q: 3 clusters Score -1348494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1348495.375000 Penalty: 4515.021484
	Iteration 36Q: 3 clusters Score -1348495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1348495.375000 Penalty: 4515.021484
	Iteration 37F: 3 clusters Score -1348495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Entering Unmasked Estep 
Score: -1514288.750000 Penalty: 2271.730469
	Iteration 0F: 2 clusters Score -1514289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1506867.000000 Penalty: 4543.460938
	Iteration 0F: 3 clusters Score -1506867 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1508955.125000 Penalty: 4543.460938
	Iteration 1F: 3 clusters Score -1508955 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1509307.625000 Penalty: 4543.460938
	Iteration 2F: 3 clusters Score -1509308 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1509543.125000 Penalty: 4543.460938
	Iteration 3F: 3 clusters Score -1509543 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1509697.750000 Penalty: 4543.460938
	Iteration 4Q: 3 clusters Score -1509698 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1509834.000000 Penalty: 4543.460938
	Iteration 5Q: 3 clusters Score -1509834 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1509993.375000 Penalty: 4543.460938
	Iteration 6Q: 3 clusters Score -1509993 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1510168.000000 Penalty: 4543.460938
	Iteration 7Q: 3 clusters Score -1510168 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1510369.125000 Penalty: 4543.460938
	Iteration 8Q: 3 clusters Score -1510369 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1510609.125000 Penalty: 4543.460938
	Iteration 9Q: 3 clusters Score -1510609 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1510931.500000 Penalty: 4543.460938
	Iteration 10Q: 3 clusters Score -1510932 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1511283.375000 Penalty: 4543.460938
	Iteration 11F: 3 clusters Score -1511283 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1511658.500000 Penalty: 4543.460938
	Iteration 12F: 3 clusters Score -1511658 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1511991.000000 Penalty: 4543.460938
	Iteration 13Q: 3 clusters Score -1511991 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1512258.250000 Penalty: 4543.460938
	Iteration 14Q: 3 clusters Score -1512258 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1512459.625000 Penalty: 4543.460938
	Iteration 15Q: 3 clusters Score -1512460 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1512602.875000 Penalty: 4543.460938
	Iteration 16Q: 3 clusters Score -1512603 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1512689.875000 Penalty: 4543.460938
	Iteration 17Q: 3 clusters Score -1512690 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1512751.125000 Penalty: 4543.460938
	Iteration 18Q: 3 clusters Score -1512751 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1512810.625000 Penalty: 4543.460938
	Iteration 19Q: 3 clusters Score -1512811 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1512842.500000 Penalty: 4543.460938
	Iteration 20F: 3 clusters Score -1512842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1512874.500000 Penalty: 4543.460938
	Iteration 21Q: 3 clusters Score -1512874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1512904.875000 Penalty: 4543.460938
	Iteration 22Q: 3 clusters Score -1512905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1512924.625000 Penalty: 4543.460938
	Iteration 23Q: 3 clusters Score -1512925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1512945.625000 Penalty: 4543.460938
	Iteration 24Q: 3 clusters Score -1512946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1512966.000000 Penalty: 4543.460938
	Iteration 25Q: 3 clusters Score -1512966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1512976.375000 Penalty: 4543.460938
	Iteration 26Q: 3 clusters Score -1512976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1512982.500000 Penalty: 4543.460938
	Iteration 27Q: 3 clusters Score -1512982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1512990.125000 Penalty: 4543.460938
	Iteration 28Q: 3 clusters Score -1512990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1512996.000000 Penalty: 4543.460938
	Iteration 29Q: 3 clusters Score -1512996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1512996.125000 Penalty: 4543.460938
	Iteration 30Q: 3 clusters Score -1512996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1512998.750000 Penalty: 4543.460938
	Iteration 31Q: 3 clusters Score -1512999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1513002.750000 Penalty: 4543.460938
	Iteration 32Q: 3 clusters Score -1513003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1513008.125000 Penalty: 4543.460938
	Iteration 33Q: 3 clusters Score -1513008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1513015.625000 Penalty: 4543.460938
	Iteration 34Q: 3 clusters Score -1513016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1513019.875000 Penalty: 4543.460938
	Iteration 35Q: 3 clusters Score -1513020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1513023.875000 Penalty: 4543.460938
	Iteration 36Q: 3 clusters Score -1513024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1513025.125000 Penalty: 4543.460938
	Iteration 37Q: 3 clusters Score -1513025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1513027.625000 Penalty: 4543.460938
	Iteration 38Q: 3 clusters Score -1513028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1513028.000000 Penalty: 4543.460938
	Iteration 39Q: 3 clusters Score -1513028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1513028.250000 Penalty: 4543.460938
	Iteration 40F: 3 clusters Score -1513028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1513031.125000 Penalty: 4543.460938
	Iteration 41Q: 3 clusters Score -1513031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1513029.500000 Penalty: 4543.460938
	Iteration 42Q: 3 clusters Score -1513030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1513029.500000 Penalty: 4543.460938
	Iteration 43F: 3 clusters Score -1513030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Entering Unmasked Estep 
Score: -4457543.000000 Penalty: 2540.614746
	Iteration 0F: 2 clusters Score -4457543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -4438317.000000 Penalty: 5081.229492
	Iteration 0F: 3 clusters Score -4438317 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4445029.000000 Penalty: 5081.229492
	Iteration 1F: 3 clusters Score -4445029 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -4445479.500000 Penalty: 5081.229492
	Iteration 2Q: 3 clusters Score -4445480 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4445849.500000 Penalty: 5081.229492
	Iteration 3Q: 3 clusters Score -4445850 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4446184.500000 Penalty: 5081.229492
	Iteration 4Q: 3 clusters Score -4446184 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4446535.500000 Penalty: 5081.229492
	Iteration 5Q: 3 clusters Score -4446536 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4446879.000000 Penalty: 5081.229492
	Iteration 6Q: 3 clusters Score -4446879 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4447231.500000 Penalty: 5081.229492
	Iteration 7Q: 3 clusters Score -4447232 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4447588.500000 Penalty: 5081.229492
	Iteration 8Q: 3 clusters Score -4447588 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4447984.000000 Penalty: 5081.229492
	Iteration 9Q: 3 clusters Score -4447984 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -4448459.000000 Penalty: 5081.229492
	Iteration 10Q: 3 clusters Score -4448459 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4449053.000000 Penalty: 5081.229492
	Iteration 11Q: 3 clusters Score -4449053 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4449765.500000 Penalty: 5081.229492
	Iteration 12Q: 3 clusters Score -4449766 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4450553.000000 Penalty: 5081.229492
	Iteration 13Q: 3 clusters Score -4450553 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -4451320.000000 Penalty: 5081.229492
	Iteration 14Q: 3 clusters Score -4451320 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4452081.000000 Penalty: 5081.229492
	Iteration 15Q: 3 clusters Score -4452081 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4452752.500000 Penalty: 5081.229492
	Iteration 16Q: 3 clusters Score -4452752 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4453321.500000 Penalty: 5081.229492
	Iteration 17Q: 3 clusters Score -4453322 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -4453766.000000 Penalty: 5081.229492
	Iteration 18Q: 3 clusters Score -4453766 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4454163.500000 Penalty: 5081.229492
	Iteration 19Q: 3 clusters Score -4454164 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4454396.500000 Penalty: 5081.229492
	Iteration 20F: 3 clusters Score -4454396 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4454609.500000 Penalty: 5081.229492
	Iteration 21Q: 3 clusters Score -4454610 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4454800.000000 Penalty: 5081.229492
	Iteration 22Q: 3 clusters Score -4454800 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4454920.500000 Penalty: 5081.229492
	Iteration 23Q: 3 clusters Score -4454920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4455006.500000 Penalty: 5081.229492
	Iteration 24Q: 3 clusters Score -4455006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4455076.000000 Penalty: 5081.229492
	Iteration 25Q: 3 clusters Score -4455076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4455140.500000 Penalty: 5081.229492
	Iteration 26Q: 3 clusters Score -4455140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4455177.500000 Penalty: 5081.229492
	Iteration 27Q: 3 clusters Score -4455178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4455208.500000 Penalty: 5081.229492
	Iteration 28Q: 3 clusters Score -4455208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4455244.000000 Penalty: 5081.229492
	Iteration 29Q: 3 clusters Score -4455244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4455277.500000 Penalty: 5081.229492
	Iteration 30Q: 3 clusters Score -4455278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4455310.000000 Penalty: 5081.229492
	Iteration 31Q: 3 clusters Score -4455310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4455332.000000 Penalty: 5081.229492
	Iteration 32Q: 3 clusters Score -4455332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4455356.500000 Penalty: 5081.229492
	Iteration 33Q: 3 clusters Score -4455356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4455365.000000 Penalty: 5081.229492
	Iteration 34Q: 3 clusters Score -4455365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4455371.500000 Penalty: 5081.229492
	Iteration 35Q: 3 clusters Score -4455372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4455380.000000 Penalty: 5081.229492
	Iteration 36Q: 3 clusters Score -4455380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4455382.000000 Penalty: 5081.229492
	Iteration 37Q: 3 clusters Score -4455382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4455385.500000 Penalty: 5081.229492
	Iteration 38Q: 3 clusters Score -4455386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4455384.500000 Penalty: 5081.229492
	Iteration 39Q: 3 clusters Score -4455384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4455387.000000 Penalty: 5081.229492
	Iteration 40F: 3 clusters Score -4455387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4455393.000000 Penalty: 5081.229492
	Iteration 41Q: 3 clusters Score -4455393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4455400.000000 Penalty: 5081.229492
	Iteration 42Q: 3 clusters Score -4455400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4455414.000000 Penalty: 5081.229492
	Iteration 43Q: 3 clusters Score -4455414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4455407.000000 Penalty: 5081.229492
	Iteration 44Q: 3 clusters Score -4455407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4455406.000000 Penalty: 5081.229492
	Iteration 45Q: 3 clusters Score -4455406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4455409.000000 Penalty: 5081.229492
	Iteration 46Q: 3 clusters Score -4455409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4455412.500000 Penalty: 5081.229492
	Iteration 47Q: 3 clusters Score -4455412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4455416.000000 Penalty: 5081.229492
	Iteration 48Q: 3 clusters Score -4455416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4455418.500000 Penalty: 5081.229492
	Iteration 49Q: 3 clusters Score -4455418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4455418.500000 Penalty: 5081.229492
	Iteration 50F: 3 clusters Score -4455418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1463492.125000 Penalty: 2268.766602
	Iteration 0F: 2 clusters Score -1463492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1456174.125000 Penalty: 4537.533203
	Iteration 0F: 3 clusters Score -1456174 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1458171.750000 Penalty: 4537.533203
	Iteration 1F: 3 clusters Score -1458172 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1458419.375000 Penalty: 4537.533203
	Iteration 2F: 3 clusters Score -1458419 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1458622.125000 Penalty: 4537.533203
	Iteration 3F: 3 clusters Score -1458622 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1458805.500000 Penalty: 4537.533203
	Iteration 4Q: 3 clusters Score -1458806 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1458985.125000 Penalty: 4537.533203
	Iteration 5Q: 3 clusters Score -1458985 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1459158.750000 Penalty: 4537.533203
	Iteration 6Q: 3 clusters Score -1459159 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1459326.375000 Penalty: 4537.533203
	Iteration 7Q: 3 clusters Score -1459326 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1459481.500000 Penalty: 4537.533203
	Iteration 8Q: 3 clusters Score -1459482 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1459651.875000 Penalty: 4537.533203
	Iteration 9Q: 3 clusters Score -1459652 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1459846.000000 Penalty: 4537.533203
	Iteration 10Q: 3 clusters Score -1459846 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1460080.250000 Penalty: 4537.533203
	Iteration 11Q: 3 clusters Score -1460080 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1460309.375000 Penalty: 4537.533203
	Iteration 12Q: 3 clusters Score -1460309 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1460489.500000 Penalty: 4537.533203
	Iteration 13Q: 3 clusters Score -1460490 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1460668.125000 Penalty: 4537.533203
	Iteration 14Q: 3 clusters Score -1460668 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1460832.375000 Penalty: 4537.533203
	Iteration 15Q: 3 clusters Score -1460832 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1460966.875000 Penalty: 4537.533203
	Iteration 16Q: 3 clusters Score -1460967 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1461069.750000 Penalty: 4537.533203
	Iteration 17Q: 3 clusters Score -1461070 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1461156.625000 Penalty: 4537.533203
	Iteration 18Q: 3 clusters Score -1461157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1461211.750000 Penalty: 4537.533203
	Iteration 19Q: 3 clusters Score -1461212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1461261.125000 Penalty: 4537.533203
	Iteration 20F: 3 clusters Score -1461261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1461306.500000 Penalty: 4537.533203
	Iteration 21Q: 3 clusters Score -1461306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1461340.250000 Penalty: 4537.533203
	Iteration 22Q: 3 clusters Score -1461340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1461364.500000 Penalty: 4537.533203
	Iteration 23Q: 3 clusters Score -1461364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1461385.000000 Penalty: 4537.533203
	Iteration 24Q: 3 clusters Score -1461385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1461401.000000 Penalty: 4537.533203
	Iteration 25Q: 3 clusters Score -1461401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1461411.375000 Penalty: 4537.533203
	Iteration 26Q: 3 clusters Score -1461411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1461420.000000 Penalty: 4537.533203
	Iteration 27Q: 3 clusters Score -1461420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1461436.875000 Penalty: 4537.533203
	Iteration 28Q: 3 clusters Score -1461437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1461441.375000 Penalty: 4537.533203
	Iteration 29Q: 3 clusters Score -1461441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1461448.875000 Penalty: 4537.533203
	Iteration 30Q: 3 clusters Score -1461449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1461449.375000 Penalty: 4537.533203
	Iteration 31Q: 3 clusters Score -1461449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1461454.125000 Penalty: 4537.533203
	Iteration 32Q: 3 clusters Score -1461454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1461453.500000 Penalty: 4537.533203
	Iteration 33Q: 3 clusters Score -1461454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1461453.500000 Penalty: 4537.533203
	Iteration 34F: 3 clusters Score -1461454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (123306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Entering Unmasked Estep 
Score: -19387650.000000 Penalty: 2907.161377
	Iteration 0F: 2 clusters Score -1.938765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -19309450.000000 Penalty: 5814.322754
	Iteration 0F: 3 clusters Score -1.930945e+07 nChanged 58686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 64011 members 
Entering Unmasked Estep 
Score: -19342874.000000 Penalty: 5814.322754
	Iteration 1F: 3 clusters Score -1.934287e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -19343784.000000 Penalty: 5814.322754
	Iteration 2Q: 3 clusters Score -1.934378e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -19344596.000000 Penalty: 5814.322754
	Iteration 3Q: 3 clusters Score -1.93446e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -19345996.000000 Penalty: 5814.322754
	Iteration 4Q: 3 clusters Score -1.9346e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 74988 members 
Entering Unmasked Estep 
Score: -19348488.000000 Penalty: 5814.322754
	Iteration 5Q: 3 clusters Score -1.934849e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -19353038.000000 Penalty: 5814.322754
	Iteration 6F: 3 clusters Score -1.935304e+07 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -19360270.000000 Penalty: 5814.322754
	Iteration 7F: 3 clusters Score -1.936027e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 100255 members 
Entering Unmasked Estep 
Score: -19369364.000000 Penalty: 5814.322754
	Iteration 8F: 3 clusters Score -1.936936e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 109526 members 
Entering Unmasked Estep 
Score: -19377376.000000 Penalty: 5814.322754
	Iteration 9F: 3 clusters Score -1.937738e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 116669 members 
Entering Unmasked Estep 
Score: -19382328.000000 Penalty: 5814.322754
	Iteration 10F: 3 clusters Score -1.938233e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 120536 members 
Entering Unmasked Estep 
Score: -19384298.000000 Penalty: 5814.322754
	Iteration 11Q: 3 clusters Score -1.93843e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 122098 members 
Entering Unmasked Estep 
Score: -19384904.000000 Penalty: 5814.322754
	Iteration 12Q: 3 clusters Score -1.93849e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -19385050.000000 Penalty: 5814.322754
	Iteration 13Q: 3 clusters Score -1.938505e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 122832 members 
Entering Unmasked Estep 
Score: -19385134.000000 Penalty: 5814.322754
	Iteration 14Q: 3 clusters Score -1.938513e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 122912 members 
Entering Unmasked Estep 
Score: -19385202.000000 Penalty: 5814.322754
	Iteration 15Q: 3 clusters Score -1.93852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 122951 members 
Entering Unmasked Estep 
Score: -19385238.000000 Penalty: 5814.322754
	Iteration 16Q: 3 clusters Score -1.938524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -19385258.000000 Penalty: 5814.322754
	Iteration 17Q: 3 clusters Score -1.938526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -19385252.000000 Penalty: 5814.322754
	Iteration 18Q: 3 clusters Score -1.938525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 122991 members 
Entering Unmasked Estep 
Score: -19385280.000000 Penalty: 5814.322754
	Iteration 19Q: 3 clusters Score -1.938528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -19385282.000000 Penalty: 5814.322754
	Iteration 20F: 3 clusters Score -1.938528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 123002 members 
Entering Unmasked Estep 
Score: -19385280.000000 Penalty: 5814.322754
	Iteration 21Q: 3 clusters Score -1.938528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 123009 members 
Entering Unmasked Estep 
Score: -19385294.000000 Penalty: 5814.322754
	Iteration 22Q: 3 clusters Score -1.938529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 123014 members 
Entering Unmasked Estep 
Score: -19385282.000000 Penalty: 5814.322754
	Iteration 23Q: 3 clusters Score -1.938528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -19385292.000000 Penalty: 5814.322754
	Iteration 24Q: 3 clusters Score -1.938529e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 123020 members 
Entering Unmasked Estep 
Score: -19385294.000000 Penalty: 5814.322754
	Iteration 25Q: 3 clusters Score -1.938529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -19385300.000000 Penalty: 5814.322754
	Iteration 26Q: 3 clusters Score -1.93853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 123019 members 
Entering Unmasked Estep 
Score: -19385300.000000 Penalty: 5814.322754
	Iteration 27F: 3 clusters Score -1.93853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -257207.218750 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -257207.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -254783.968750 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -254784 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -255209.140625 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -255209.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -255314.906250 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -255314.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -255377.843750 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -255377.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -255417.687500 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -255417.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -255444.312500 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -255444.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -255461.109375 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -255461.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -255475.703125 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -255475.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -255488.234375 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -255488.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -255502.421875 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -255502.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -255510.671875 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -255510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -255515.875000 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -255515.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -255521.718750 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -255521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -255526.921875 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -255526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -255529.593750 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -255529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -255531.171875 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -255531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -255531.921875 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -255531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -255532.906250 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -255532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -255534.750000 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -255534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -255535.906250 Penalty: 3692.927002
	Iteration 19Q: 3 clusters Score -255535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -255536.625000 Penalty: 3692.927002
	Iteration 20F: 3 clusters Score -255536.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -61401.140625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -61401.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59939.656250 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -59939.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60191.648438 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -60191.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60293.257812 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -60293.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60395.386719 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -60395.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60443.648438 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -60443.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60529.066406 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -60529.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60577.066406 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -60577.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60613.906250 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -60613.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60635.136719 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -60635.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60669.109375 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -60669.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60680.750000 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -60680.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60693.820312 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -60693.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60696.746094 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -60696.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60696.746094 Penalty: 3020.166260
	Iteration 13F: 3 clusters Score -60696.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Entering Unmasked Estep 
Score: -2010372.375000 Penalty: 2351.036621
	Iteration 0F: 2 clusters Score -2010372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2000643.250000 Penalty: 4702.073242
	Iteration 0F: 3 clusters Score -2000643 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2003693.000000 Penalty: 4702.073242
	Iteration 1F: 3 clusters Score -2003693 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2004155.250000 Penalty: 4702.073242
	Iteration 2F: 3 clusters Score -2004155 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2004522.125000 Penalty: 4702.073242
	Iteration 3F: 3 clusters Score -2004522 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2004876.375000 Penalty: 4702.073242
	Iteration 4F: 3 clusters Score -2004876 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2005238.500000 Penalty: 4702.073242
	Iteration 5Q: 3 clusters Score -2005238 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2005645.875000 Penalty: 4702.073242
	Iteration 6Q: 3 clusters Score -2005646 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2006102.250000 Penalty: 4702.073242
	Iteration 7Q: 3 clusters Score -2006102 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2006670.000000 Penalty: 4702.073242
	Iteration 8F: 3 clusters Score -2006670 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -2007251.375000 Penalty: 4702.073242
	Iteration 9F: 3 clusters Score -2007251 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2007823.125000 Penalty: 4702.073242
	Iteration 10F: 3 clusters Score -2007823 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2008352.000000 Penalty: 4702.073242
	Iteration 11Q: 3 clusters Score -2008352 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2008865.250000 Penalty: 4702.073242
	Iteration 12Q: 3 clusters Score -2008865 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2009282.000000 Penalty: 4702.073242
	Iteration 13Q: 3 clusters Score -2009282 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2009539.000000 Penalty: 4702.073242
	Iteration 14Q: 3 clusters Score -2009539 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2009695.000000 Penalty: 4702.073242
	Iteration 15Q: 3 clusters Score -2009695 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2009775.625000 Penalty: 4702.073242
	Iteration 16Q: 3 clusters Score -2009776 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2009819.125000 Penalty: 4702.073242
	Iteration 17Q: 3 clusters Score -2009819 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2009847.375000 Penalty: 4702.073242
	Iteration 18Q: 3 clusters Score -2009847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2009871.000000 Penalty: 4702.073242
	Iteration 19Q: 3 clusters Score -2009871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2009878.375000 Penalty: 4702.073242
	Iteration 20F: 3 clusters Score -2009878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2009886.125000 Penalty: 4702.073242
	Iteration 21Q: 3 clusters Score -2009886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2009891.500000 Penalty: 4702.073242
	Iteration 22Q: 3 clusters Score -2009892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2009889.375000 Penalty: 4702.073242
	Iteration 23Q: 3 clusters Score -2009889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2009888.125000 Penalty: 4702.073242
	Iteration 24Q: 3 clusters Score -2009888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2009890.500000 Penalty: 4702.073242
	Iteration 25Q: 3 clusters Score -2009890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2009892.125000 Penalty: 4702.073242
	Iteration 26Q: 3 clusters Score -2009892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2009895.000000 Penalty: 4702.073242
	Iteration 27Q: 3 clusters Score -2009895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2009895.125000 Penalty: 4702.073242
	Iteration 28Q: 3 clusters Score -2009895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2009895.375000 Penalty: 4702.073242
	Iteration 29Q: 3 clusters Score -2009895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2009897.750000 Penalty: 4702.073242
	Iteration 30Q: 3 clusters Score -2009898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2009896.750000 Penalty: 4702.073242
	Iteration 31Q: 3 clusters Score -2009897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2009894.875000 Penalty: 4702.073242
	Iteration 32Q: 3 clusters Score -2009895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2009892.625000 Penalty: 4702.073242
	Iteration 33Q: 3 clusters Score -2009893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2009894.500000 Penalty: 4702.073242
	Iteration 34Q: 3 clusters Score -2009894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2009893.750000 Penalty: 4702.073242
	Iteration 35Q: 3 clusters Score -2009894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2009894.500000 Penalty: 4702.073242
	Iteration 36Q: 3 clusters Score -2009894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2009894.500000 Penalty: 4702.073242
	Iteration 37F: 3 clusters Score -2009894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -57741.402344 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -56328.757812 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -56328.76 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56488.363281 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56488.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56544.402344 Penalty: 3025.758301
	Iteration 2Q: 3 clusters Score -56544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56574.960938 Penalty: 3025.758301
	Iteration 3Q: 3 clusters Score -56574.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56606.109375 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -56606.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56609.656250 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -56609.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56611.101562 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -56611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56613.378906 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -56613.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56618.234375 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -56618.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56618.234375 Penalty: 3025.758301
	Iteration 9F: 3 clusters Score -56618.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Entering Unmasked Estep 
Score: -4371409.500000 Penalty: 2542.267090
	Iteration 0F: 2 clusters Score -4371410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -4351968.000000 Penalty: 5084.534180
	Iteration 0F: 3 clusters Score -4351968 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -4358818.500000 Penalty: 5084.534180
	Iteration 1F: 3 clusters Score -4358818 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4359188.500000 Penalty: 5084.534180
	Iteration 2Q: 3 clusters Score -4359188 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -4359469.500000 Penalty: 5084.534180
	Iteration 3Q: 3 clusters Score -4359470 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4359726.000000 Penalty: 5084.534180
	Iteration 4Q: 3 clusters Score -4359726 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4359935.500000 Penalty: 5084.534180
	Iteration 5Q: 3 clusters Score -4359936 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -4360185.000000 Penalty: 5084.534180
	Iteration 6Q: 3 clusters Score -4360185 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4360472.000000 Penalty: 5084.534180
	Iteration 7Q: 3 clusters Score -4360472 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -4360821.000000 Penalty: 5084.534180
	Iteration 8Q: 3 clusters Score -4360821 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4361326.000000 Penalty: 5084.534180
	Iteration 9Q: 3 clusters Score -4361326 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4362136.000000 Penalty: 5084.534180
	Iteration 10Q: 3 clusters Score -4362136 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4363229.500000 Penalty: 5084.534180
	Iteration 11F: 3 clusters Score -4363230 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -4364605.000000 Penalty: 5084.534180
	Iteration 12F: 3 clusters Score -4364605 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -4366076.000000 Penalty: 5084.534180
	Iteration 13F: 3 clusters Score -4366076 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4367307.000000 Penalty: 5084.534180
	Iteration 14F: 3 clusters Score -4367307 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4368120.500000 Penalty: 5084.534180
	Iteration 15Q: 3 clusters Score -4368120 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4368599.500000 Penalty: 5084.534180
	Iteration 16Q: 3 clusters Score -4368600 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4368844.500000 Penalty: 5084.534180
	Iteration 17Q: 3 clusters Score -4368844 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4368983.500000 Penalty: 5084.534180
	Iteration 18Q: 3 clusters Score -4368984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4369056.000000 Penalty: 5084.534180
	Iteration 19Q: 3 clusters Score -4369056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4369111.000000 Penalty: 5084.534180
	Iteration 20F: 3 clusters Score -4369111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4369161.500000 Penalty: 5084.534180
	Iteration 21Q: 3 clusters Score -4369162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4369185.000000 Penalty: 5084.534180
	Iteration 22Q: 3 clusters Score -4369185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4369204.000000 Penalty: 5084.534180
	Iteration 23Q: 3 clusters Score -4369204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4369208.000000 Penalty: 5084.534180
	Iteration 24Q: 3 clusters Score -4369208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4369217.500000 Penalty: 5084.534180
	Iteration 25Q: 3 clusters Score -4369218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4369221.500000 Penalty: 5084.534180
	Iteration 26Q: 3 clusters Score -4369222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4369221.500000 Penalty: 5084.534180
	Iteration 27Q: 3 clusters Score -4369222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4369221.500000 Penalty: 5084.534180
	Iteration 28F: 3 clusters Score -4369222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Entering Unmasked Estep 
Score: -967002.625000 Penalty: 2172.980957
	Iteration 0F: 2 clusters Score -967002.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -961650.500000 Penalty: 4345.961914
	Iteration 0F: 3 clusters Score -961650.5 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -963280.437500 Penalty: 4345.961914
	Iteration 1F: 3 clusters Score -963280.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -963736.062500 Penalty: 4345.961914
	Iteration 2F: 3 clusters Score -963736.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -964118.750000 Penalty: 4345.961914
	Iteration 3F: 3 clusters Score -964118.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -964482.312500 Penalty: 4345.961914
	Iteration 4F: 3 clusters Score -964482.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -964759.000000 Penalty: 4345.961914
	Iteration 5F: 3 clusters Score -964759 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -964979.750000 Penalty: 4345.961914
	Iteration 6Q: 3 clusters Score -964979.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -965159.000000 Penalty: 4345.961914
	Iteration 7Q: 3 clusters Score -965159 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -965279.625000 Penalty: 4345.961914
	Iteration 8Q: 3 clusters Score -965279.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -965356.875000 Penalty: 4345.961914
	Iteration 9Q: 3 clusters Score -965356.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -965417.187500 Penalty: 4345.961914
	Iteration 10Q: 3 clusters Score -965417.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -965464.250000 Penalty: 4345.961914
	Iteration 11Q: 3 clusters Score -965464.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -965499.000000 Penalty: 4345.961914
	Iteration 12Q: 3 clusters Score -965499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -965532.625000 Penalty: 4345.961914
	Iteration 13Q: 3 clusters Score -965532.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -965565.500000 Penalty: 4345.961914
	Iteration 14Q: 3 clusters Score -965565.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -965585.500000 Penalty: 4345.961914
	Iteration 15Q: 3 clusters Score -965585.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -965598.812500 Penalty: 4345.961914
	Iteration 16Q: 3 clusters Score -965598.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -965610.875000 Penalty: 4345.961914
	Iteration 17Q: 3 clusters Score -965610.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -965623.250000 Penalty: 4345.961914
	Iteration 18Q: 3 clusters Score -965623.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -965632.812500 Penalty: 4345.961914
	Iteration 19Q: 3 clusters Score -965632.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -965644.875000 Penalty: 4345.961914
	Iteration 20F: 3 clusters Score -965644.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -965648.312500 Penalty: 4345.961914
	Iteration 21Q: 3 clusters Score -965648.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -965653.000000 Penalty: 4345.961914
	Iteration 22Q: 3 clusters Score -965653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -965659.125000 Penalty: 4345.961914
	Iteration 23Q: 3 clusters Score -965659.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -965666.000000 Penalty: 4345.961914
	Iteration 24Q: 3 clusters Score -965666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -965666.750000 Penalty: 4345.961914
	Iteration 25Q: 3 clusters Score -965666.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -965668.437500 Penalty: 4345.961914
	Iteration 26Q: 3 clusters Score -965668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -965673.062500 Penalty: 4345.961914
	Iteration 27Q: 3 clusters Score -965673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -965672.125000 Penalty: 4345.961914
	Iteration 28Q: 3 clusters Score -965672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -965673.625000 Penalty: 4345.961914
	Iteration 29Q: 3 clusters Score -965673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -965674.437500 Penalty: 4345.961914
	Iteration 30Q: 3 clusters Score -965674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -965677.187500 Penalty: 4345.961914
	Iteration 31Q: 3 clusters Score -965677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -965676.562500 Penalty: 4345.961914
	Iteration 32Q: 3 clusters Score -965676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -965676.687500 Penalty: 4345.961914
	Iteration 33Q: 3 clusters Score -965676.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -965678.125000 Penalty: 4345.961914
	Iteration 34Q: 3 clusters Score -965678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -965679.750000 Penalty: 4345.961914
	Iteration 35Q: 3 clusters Score -965679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -965682.125000 Penalty: 4345.961914
	Iteration 36Q: 3 clusters Score -965682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -965681.812500 Penalty: 4345.961914
	Iteration 37Q: 3 clusters Score -965681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -965682.562500 Penalty: 4345.961914
	Iteration 38Q: 3 clusters Score -965682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -965682.562500 Penalty: 4345.961914
	Iteration 39F: 3 clusters Score -965682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -415651.031250 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -415651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -412531.281250 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -412531.3 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -413250.531250 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -413250.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -413616.000000 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -413616 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -413984.437500 Penalty: 3939.587891
	Iteration 3F: 3 clusters Score -413984.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -414350.375000 Penalty: 3939.587891
	Iteration 4F: 3 clusters Score -414350.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -414726.937500 Penalty: 3939.587891
	Iteration 5F: 3 clusters Score -414726.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -414980.406250 Penalty: 3939.587891
	Iteration 6F: 3 clusters Score -414980.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -415110.593750 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -415110.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -415191.937500 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -415191.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -415233.875000 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -415233.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -415263.531250 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -415263.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -415281.312500 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -415281.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -415292.500000 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -415292.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -415302.562500 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -415302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -415311.375000 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -415311.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -415319.625000 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -415319.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -415324.593750 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -415324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -415325.187500 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -415325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -415326.250000 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -415326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -415328.906250 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -415328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -415329.250000 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -415329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -284802.781250 Penalty: 1859.032227
	Iteration 0F: 2 clusters Score -284802.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -282314.656250 Penalty: 3718.064453
	Iteration 0F: 3 clusters Score -282314.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282696.187500 Penalty: 3718.064453
	Iteration 1F: 3 clusters Score -282696.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -282809.343750 Penalty: 3718.064453
	Iteration 2F: 3 clusters Score -282809.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -282867.031250 Penalty: 3718.064453
	Iteration 3Q: 3 clusters Score -282867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -282914.093750 Penalty: 3718.064453
	Iteration 4Q: 3 clusters Score -282914.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -282946.437500 Penalty: 3718.064453
	Iteration 5Q: 3 clusters Score -282946.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -282963.656250 Penalty: 3718.064453
	Iteration 6Q: 3 clusters Score -282963.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -282973.875000 Penalty: 3718.064453
	Iteration 7Q: 3 clusters Score -282973.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282980.968750 Penalty: 3718.064453
	Iteration 8Q: 3 clusters Score -282981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -282985.250000 Penalty: 3718.064453
	Iteration 9Q: 3 clusters Score -282985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -282990.156250 Penalty: 3718.064453
	Iteration 10Q: 3 clusters Score -282990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282991.968750 Penalty: 3718.064453
	Iteration 11Q: 3 clusters Score -282992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282992.906250 Penalty: 3718.064453
	Iteration 12Q: 3 clusters Score -282992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -282996.218750 Penalty: 3718.064453
	Iteration 13Q: 3 clusters Score -282996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282999.468750 Penalty: 3718.064453
	Iteration 14Q: 3 clusters Score -282999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -283001.250000 Penalty: 3718.064453
	Iteration 15Q: 3 clusters Score -283001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -283002.593750 Penalty: 3718.064453
	Iteration 16Q: 3 clusters Score -283002.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -283003.375000 Penalty: 3718.064453
	Iteration 17Q: 3 clusters Score -283003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -283003.375000 Penalty: 3718.064453
	Iteration 18F: 3 clusters Score -283003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Entering Unmasked Estep 
Score: -3052245.000000 Penalty: 2450.344971
	Iteration 0F: 2 clusters Score -3052245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -3038540.000000 Penalty: 4900.689941
	Iteration 0F: 3 clusters Score -3038540 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -3042919.750000 Penalty: 4900.689941
	Iteration 1F: 3 clusters Score -3042920 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3043301.500000 Penalty: 4900.689941
	Iteration 2F: 3 clusters Score -3043302 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3043659.750000 Penalty: 4900.689941
	Iteration 3Q: 3 clusters Score -3043660 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3044069.000000 Penalty: 4900.689941
	Iteration 4Q: 3 clusters Score -3044069 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3044608.250000 Penalty: 4900.689941
	Iteration 5Q: 3 clusters Score -3044608 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3045327.500000 Penalty: 4900.689941
	Iteration 6F: 3 clusters Score -3045328 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3046215.500000 Penalty: 4900.689941
	Iteration 7F: 3 clusters Score -3046216 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3047333.500000 Penalty: 4900.689941
	Iteration 8F: 3 clusters Score -3047334 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3048594.250000 Penalty: 4900.689941
	Iteration 9F: 3 clusters Score -3048594 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3049680.000000 Penalty: 4900.689941
	Iteration 10F: 3 clusters Score -3049680 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3050540.750000 Penalty: 4900.689941
	Iteration 11Q: 3 clusters Score -3050541 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3050984.250000 Penalty: 4900.689941
	Iteration 12Q: 3 clusters Score -3050984 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3051152.750000 Penalty: 4900.689941
	Iteration 13Q: 3 clusters Score -3051153 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3051208.000000 Penalty: 4900.689941
	Iteration 14Q: 3 clusters Score -3051208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3051244.500000 Penalty: 4900.689941
	Iteration 15Q: 3 clusters Score -3051244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3051256.000000 Penalty: 4900.689941
	Iteration 16Q: 3 clusters Score -3051256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3051274.250000 Penalty: 4900.689941
	Iteration 17Q: 3 clusters Score -3051274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3051278.250000 Penalty: 4900.689941
	Iteration 18Q: 3 clusters Score -3051278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3051289.000000 Penalty: 4900.689941
	Iteration 19Q: 3 clusters Score -3051289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3051287.000000 Penalty: 4900.689941
	Iteration 20F: 3 clusters Score -3051287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3051283.000000 Penalty: 4900.689941
	Iteration 21Q: 3 clusters Score -3051283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3051284.250000 Penalty: 4900.689941
	Iteration 22Q: 3 clusters Score -3051284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3051285.250000 Penalty: 4900.689941
	Iteration 23Q: 3 clusters Score -3051285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3051287.250000 Penalty: 4900.689941
	Iteration 24Q: 3 clusters Score -3051287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3051289.250000 Penalty: 4900.689941
	Iteration 25Q: 3 clusters Score -3051289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3051285.000000 Penalty: 4900.689941
	Iteration 26Q: 3 clusters Score -3051285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3051286.250000 Penalty: 4900.689941
	Iteration 27Q: 3 clusters Score -3051286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3051285.750000 Penalty: 4900.689941
	Iteration 28Q: 3 clusters Score -3051286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3051289.250000 Penalty: 4900.689941
	Iteration 29Q: 3 clusters Score -3051289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3051290.250000 Penalty: 4900.689941
	Iteration 30Q: 3 clusters Score -3051290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -3051291.750000 Penalty: 4900.689941
	Iteration 31Q: 3 clusters Score -3051292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3051293.250000 Penalty: 4900.689941
	Iteration 32Q: 3 clusters Score -3051293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3051293.250000 Penalty: 4900.689941
	Iteration 33F: 3 clusters Score -3051293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Entering Unmasked Estep 
Score: -5360235.000000 Penalty: 2591.913086
	Iteration 0F: 2 clusters Score -5360235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -5336594.500000 Penalty: 5183.826172
	Iteration 0F: 3 clusters Score -5336594 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5345050.500000 Penalty: 5183.826172
	Iteration 1F: 3 clusters Score -5345050 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -5345512.500000 Penalty: 5183.826172
	Iteration 2Q: 3 clusters Score -5345512 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5345961.000000 Penalty: 5183.826172
	Iteration 3Q: 3 clusters Score -5345961 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5346366.000000 Penalty: 5183.826172
	Iteration 4Q: 3 clusters Score -5346366 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5346844.000000 Penalty: 5183.826172
	Iteration 5Q: 3 clusters Score -5346844 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -5347389.000000 Penalty: 5183.826172
	Iteration 6Q: 3 clusters Score -5347389 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -5347983.500000 Penalty: 5183.826172
	Iteration 7Q: 3 clusters Score -5347984 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -5348821.500000 Penalty: 5183.826172
	Iteration 8Q: 3 clusters Score -5348822 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -5349830.000000 Penalty: 5183.826172
	Iteration 9F: 3 clusters Score -5349830 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -5351149.000000 Penalty: 5183.826172
	Iteration 10F: 3 clusters Score -5351149 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -5352854.500000 Penalty: 5183.826172
	Iteration 11F: 3 clusters Score -5352854 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -5354507.500000 Penalty: 5183.826172
	Iteration 12F: 3 clusters Score -5354508 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5355966.500000 Penalty: 5183.826172
	Iteration 13Q: 3 clusters Score -5355966 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5357021.000000 Penalty: 5183.826172
	Iteration 14Q: 3 clusters Score -5357021 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5357607.000000 Penalty: 5183.826172
	Iteration 15Q: 3 clusters Score -5357607 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5357875.500000 Penalty: 5183.826172
	Iteration 16Q: 3 clusters Score -5357876 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5357989.500000 Penalty: 5183.826172
	Iteration 17Q: 3 clusters Score -5357990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5358062.500000 Penalty: 5183.826172
	Iteration 18Q: 3 clusters Score -5358062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5358097.000000 Penalty: 5183.826172
	Iteration 19Q: 3 clusters Score -5358097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5358135.000000 Penalty: 5183.826172
	Iteration 20F: 3 clusters Score -5358135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5358158.500000 Penalty: 5183.826172
	Iteration 21Q: 3 clusters Score -5358158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5358173.500000 Penalty: 5183.826172
	Iteration 22Q: 3 clusters Score -5358174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5358181.000000 Penalty: 5183.826172
	Iteration 23Q: 3 clusters Score -5358181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5358193.000000 Penalty: 5183.826172
	Iteration 24Q: 3 clusters Score -5358193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5358198.000000 Penalty: 5183.826172
	Iteration 25Q: 3 clusters Score -5358198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5358198.000000 Penalty: 5183.826172
	Iteration 26Q: 3 clusters Score -5358198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -5358204.500000 Penalty: 5183.826172
	Iteration 27Q: 3 clusters Score -5358204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5358199.000000 Penalty: 5183.826172
	Iteration 28Q: 3 clusters Score -5358199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5358204.500000 Penalty: 5183.826172
	Iteration 29Q: 3 clusters Score -5358204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5358208.500000 Penalty: 5183.826172
	Iteration 30Q: 3 clusters Score -5358208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5358208.500000 Penalty: 5183.826172
	Iteration 31Q: 3 clusters Score -5358208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5358208.500000 Penalty: 5183.826172
	Iteration 32F: 3 clusters Score -5358208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -1051602.000000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -1051602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1045979.375000 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -1045979 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1047501.062500 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -1047501 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1047830.125000 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -1047830 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1048074.625000 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -1048075 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1048323.062500 Penalty: 4366.722168
	Iteration 4F: 3 clusters Score -1048323 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1048599.500000 Penalty: 4366.722168
	Iteration 5F: 3 clusters Score -1048600 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1048883.625000 Penalty: 4366.722168
	Iteration 6F: 3 clusters Score -1048884 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1049174.625000 Penalty: 4366.722168
	Iteration 7F: 3 clusters Score -1049175 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1049432.375000 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -1049432 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1049637.000000 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -1049637 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1049779.000000 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -1049779 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1049872.125000 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -1049872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1049919.375000 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -1049919 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1049968.000000 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -1049968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1049995.625000 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -1049996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1050008.500000 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -1050008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1050011.250000 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -1050011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1050011.500000 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -1050012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1050016.250000 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -1050016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1050019.375000 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -1050019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1050019.750000 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -1050020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1050019.500000 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -1050020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1050022.375000 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -1050022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1050022.375000 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -1050022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1050022.375000 Penalty: 4366.722168
	Iteration 24F: 3 clusters Score -1050022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Entering Unmasked Estep 
Score: -2115592.250000 Penalty: 2357.559570
	Iteration 0F: 2 clusters Score -2115592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2105709.500000 Penalty: 4715.119141
	Iteration 0F: 3 clusters Score -2105710 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2108744.250000 Penalty: 4715.119141
	Iteration 1F: 3 clusters Score -2108744 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2108984.000000 Penalty: 4715.119141
	Iteration 2F: 3 clusters Score -2108984 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2109151.500000 Penalty: 4715.119141
	Iteration 3Q: 3 clusters Score -2109152 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2109264.000000 Penalty: 4715.119141
	Iteration 4Q: 3 clusters Score -2109264 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2109351.750000 Penalty: 4715.119141
	Iteration 5Q: 3 clusters Score -2109352 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2109420.750000 Penalty: 4715.119141
	Iteration 6Q: 3 clusters Score -2109421 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2109484.750000 Penalty: 4715.119141
	Iteration 7Q: 3 clusters Score -2109485 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2109552.250000 Penalty: 4715.119141
	Iteration 8Q: 3 clusters Score -2109552 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2109616.250000 Penalty: 4715.119141
	Iteration 9Q: 3 clusters Score -2109616 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2109699.500000 Penalty: 4715.119141
	Iteration 10Q: 3 clusters Score -2109700 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2109790.250000 Penalty: 4715.119141
	Iteration 11Q: 3 clusters Score -2109790 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2109903.250000 Penalty: 4715.119141
	Iteration 12Q: 3 clusters Score -2109903 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2110039.500000 Penalty: 4715.119141
	Iteration 13Q: 3 clusters Score -2110040 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2110205.500000 Penalty: 4715.119141
	Iteration 14Q: 3 clusters Score -2110206 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2110425.750000 Penalty: 4715.119141
	Iteration 15Q: 3 clusters Score -2110426 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2110686.500000 Penalty: 4715.119141
	Iteration 16Q: 3 clusters Score -2110686 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2111053.250000 Penalty: 4715.119141
	Iteration 17Q: 3 clusters Score -2111053 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2111498.000000 Penalty: 4715.119141
	Iteration 18Q: 3 clusters Score -2111498 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2111941.750000 Penalty: 4715.119141
	Iteration 19Q: 3 clusters Score -2111942 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2112403.000000 Penalty: 4715.119141
	Iteration 20F: 3 clusters Score -2112403 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2112786.750000 Penalty: 4715.119141
	Iteration 21Q: 3 clusters Score -2112787 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2113070.750000 Penalty: 4715.119141
	Iteration 22Q: 3 clusters Score -2113071 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2113250.500000 Penalty: 4715.119141
	Iteration 23Q: 3 clusters Score -2113250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2113369.000000 Penalty: 4715.119141
	Iteration 24Q: 3 clusters Score -2113369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2113427.500000 Penalty: 4715.119141
	Iteration 25Q: 3 clusters Score -2113428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2113448.500000 Penalty: 4715.119141
	Iteration 26Q: 3 clusters Score -2113448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2113466.750000 Penalty: 4715.119141
	Iteration 27Q: 3 clusters Score -2113467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2113479.500000 Penalty: 4715.119141
	Iteration 28Q: 3 clusters Score -2113480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2113481.250000 Penalty: 4715.119141
	Iteration 29Q: 3 clusters Score -2113481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2113494.250000 Penalty: 4715.119141
	Iteration 30Q: 3 clusters Score -2113494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2113497.000000 Penalty: 4715.119141
	Iteration 31Q: 3 clusters Score -2113497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2113496.000000 Penalty: 4715.119141
	Iteration 32Q: 3 clusters Score -2113496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2113506.750000 Penalty: 4715.119141
	Iteration 33Q: 3 clusters Score -2113507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2113510.250000 Penalty: 4715.119141
	Iteration 34Q: 3 clusters Score -2113510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2113520.250000 Penalty: 4715.119141
	Iteration 35Q: 3 clusters Score -2113520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2113520.500000 Penalty: 4715.119141
	Iteration 36Q: 3 clusters Score -2113520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2113520.500000 Penalty: 4715.119141
	Iteration 37Q: 3 clusters Score -2113520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2113521.250000 Penalty: 4715.119141
	Iteration 38Q: 3 clusters Score -2113521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2113520.750000 Penalty: 4715.119141
	Iteration 39Q: 3 clusters Score -2113521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2113520.750000 Penalty: 4715.119141
	Iteration 40F: 3 clusters Score -2113521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Entering Unmasked Estep 
Score: -575627.375000 Penalty: 2053.050049
	Iteration 0F: 2 clusters Score -575627.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -571781.750000 Penalty: 4106.100098
	Iteration 0F: 3 clusters Score -571781.8 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -572666.750000 Penalty: 4106.100098
	Iteration 1F: 3 clusters Score -572666.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -572865.125000 Penalty: 4106.100098
	Iteration 2F: 3 clusters Score -572865.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -573007.312500 Penalty: 4106.100098
	Iteration 3F: 3 clusters Score -573007.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -573091.687500 Penalty: 4106.100098
	Iteration 4Q: 3 clusters Score -573091.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -573148.125000 Penalty: 4106.100098
	Iteration 5Q: 3 clusters Score -573148.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -573210.500000 Penalty: 4106.100098
	Iteration 6Q: 3 clusters Score -573210.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -573257.812500 Penalty: 4106.100098
	Iteration 7Q: 3 clusters Score -573257.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -573297.750000 Penalty: 4106.100098
	Iteration 8Q: 3 clusters Score -573297.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -573349.500000 Penalty: 4106.100098
	Iteration 9Q: 3 clusters Score -573349.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -573419.250000 Penalty: 4106.100098
	Iteration 10Q: 3 clusters Score -573419.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -573495.062500 Penalty: 4106.100098
	Iteration 11Q: 3 clusters Score -573495.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -573569.125000 Penalty: 4106.100098
	Iteration 12Q: 3 clusters Score -573569.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -573654.375000 Penalty: 4106.100098
	Iteration 13Q: 3 clusters Score -573654.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -573734.625000 Penalty: 4106.100098
	Iteration 14Q: 3 clusters Score -573734.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -573839.562500 Penalty: 4106.100098
	Iteration 15Q: 3 clusters Score -573839.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -573958.750000 Penalty: 4106.100098
	Iteration 16Q: 3 clusters Score -573958.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -574057.375000 Penalty: 4106.100098
	Iteration 17Q: 3 clusters Score -574057.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -574150.062500 Penalty: 4106.100098
	Iteration 18Q: 3 clusters Score -574150.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -574243.562500 Penalty: 4106.100098
	Iteration 19Q: 3 clusters Score -574243.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -574327.312500 Penalty: 4106.100098
	Iteration 20F: 3 clusters Score -574327.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -574388.687500 Penalty: 4106.100098
	Iteration 21Q: 3 clusters Score -574388.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -574431.750000 Penalty: 4106.100098
	Iteration 22Q: 3 clusters Score -574431.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -574463.937500 Penalty: 4106.100098
	Iteration 23Q: 3 clusters Score -574463.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -574485.500000 Penalty: 4106.100098
	Iteration 24Q: 3 clusters Score -574485.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -574506.500000 Penalty: 4106.100098
	Iteration 25Q: 3 clusters Score -574506.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -574519.750000 Penalty: 4106.100098
	Iteration 26Q: 3 clusters Score -574519.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -574541.625000 Penalty: 4106.100098
	Iteration 27Q: 3 clusters Score -574541.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -574567.000000 Penalty: 4106.100098
	Iteration 28Q: 3 clusters Score -574567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -574583.937500 Penalty: 4106.100098
	Iteration 29Q: 3 clusters Score -574583.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -574596.750000 Penalty: 4106.100098
	Iteration 30Q: 3 clusters Score -574596.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -574608.687500 Penalty: 4106.100098
	Iteration 31Q: 3 clusters Score -574608.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -574616.937500 Penalty: 4106.100098
	Iteration 32Q: 3 clusters Score -574616.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -574632.000000 Penalty: 4106.100098
	Iteration 33Q: 3 clusters Score -574632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -574662.500000 Penalty: 4106.100098
	Iteration 34Q: 3 clusters Score -574662.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -574689.812500 Penalty: 4106.100098
	Iteration 35Q: 3 clusters Score -574689.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -574718.875000 Penalty: 4106.100098
	Iteration 36Q: 3 clusters Score -574718.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -574757.625000 Penalty: 4106.100098
	Iteration 37Q: 3 clusters Score -574757.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -574791.062500 Penalty: 4106.100098
	Iteration 38Q: 3 clusters Score -574791.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -574825.500000 Penalty: 4106.100098
	Iteration 39Q: 3 clusters Score -574825.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -574862.875000 Penalty: 4106.100098
	Iteration 40F: 3 clusters Score -574862.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -574897.625000 Penalty: 4106.100098
	Iteration 41Q: 3 clusters Score -574897.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -574952.125000 Penalty: 4106.100098
	Iteration 42Q: 3 clusters Score -574952.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -575002.312500 Penalty: 4106.100098
	Iteration 43Q: 3 clusters Score -575002.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -575037.125000 Penalty: 4106.100098
	Iteration 44Q: 3 clusters Score -575037.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -575054.812500 Penalty: 4106.100098
	Iteration 45Q: 3 clusters Score -575054.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -575067.687500 Penalty: 4106.100098
	Iteration 46Q: 3 clusters Score -575067.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -575073.062500 Penalty: 4106.100098
	Iteration 47Q: 3 clusters Score -575073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -575076.687500 Penalty: 4106.100098
	Iteration 48Q: 3 clusters Score -575076.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -575080.375000 Penalty: 4106.100098
	Iteration 49Q: 3 clusters Score -575080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -575083.687500 Penalty: 4106.100098
	Iteration 50Q: 3 clusters Score -575083.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -575086.875000 Penalty: 4106.100098
	Iteration 51Q: 3 clusters Score -575086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -575089.562500 Penalty: 4106.100098
	Iteration 52Q: 3 clusters Score -575089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -575091.875000 Penalty: 4106.100098
	Iteration 53Q: 3 clusters Score -575091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -575094.250000 Penalty: 4106.100098
	Iteration 54Q: 3 clusters Score -575094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -575097.375000 Penalty: 4106.100098
	Iteration 55Q: 3 clusters Score -575097.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -575097.000000 Penalty: 4106.100098
	Iteration 56Q: 3 clusters Score -575097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -575097.937500 Penalty: 4106.100098
	Iteration 57Q: 3 clusters Score -575097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -575098.500000 Penalty: 4106.100098
	Iteration 58Q: 3 clusters Score -575098.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -575100.250000 Penalty: 4106.100098
	Iteration 59Q: 3 clusters Score -575100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -575100.250000 Penalty: 4106.100098
	Iteration 60F: 3 clusters Score -575100.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20747.851562 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -20747.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19947.533203 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -19947.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20378.037109 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -20378.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20421.083984 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -20421.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20427.148438 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -20427.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20427.769531 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -20427.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -20427.769531 Penalty: 2681.957275
	Iteration 5F: 3 clusters Score -20427.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -24773.523438 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -24773.52 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 144 members 
Entering Unmasked Estep 
Score: -23790.628906 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -23790.63 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24153.269531 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -24153.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24283.845703 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -24283.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24396.291016 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -24396.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -24474.644531 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -24474.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24544.134766 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -24544.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24704.451172 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -24704.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24797.710938 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -24797.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -24809.328125 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -24809.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24810.414062 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -24810.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -24810.414062 Penalty: 2829.076172
	Iteration 10F: 3 clusters Score -24810.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102776 members 
Mstep: Class 4 contains 111054 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28125 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123306 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28313 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34588 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12216 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 70 members 
Entering Unmasked Estep 
Score: -86720384.000000 Penalty: 128097.218750
Splitting cluster 26 changes total score from -86722024.000000 to -86720384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -882833.187500 Penalty: 2154.569336
	Iteration 0F: 2 clusters Score -882833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -877719.250000 Penalty: 4309.138672
	Iteration 0F: 3 clusters Score -877719.2 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -879004.062500 Penalty: 4309.138672
	Iteration 1F: 3 clusters Score -879004.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -879224.750000 Penalty: 4309.138672
	Iteration 2F: 3 clusters Score -879224.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -879353.937500 Penalty: 4309.138672
	Iteration 3Q: 3 clusters Score -879353.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -879432.250000 Penalty: 4309.138672
	Iteration 4Q: 3 clusters Score -879432.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -879492.312500 Penalty: 4309.138672
	Iteration 5Q: 3 clusters Score -879492.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -879540.187500 Penalty: 4309.138672
	Iteration 6Q: 3 clusters Score -879540.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -879567.500000 Penalty: 4309.138672
	Iteration 7Q: 3 clusters Score -879567.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -879585.062500 Penalty: 4309.138672
	Iteration 8Q: 3 clusters Score -879585.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -879603.812500 Penalty: 4309.138672
	Iteration 9Q: 3 clusters Score -879603.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -879616.875000 Penalty: 4309.138672
	Iteration 10Q: 3 clusters Score -879616.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -879636.750000 Penalty: 4309.138672
	Iteration 11Q: 3 clusters Score -879636.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -879652.625000 Penalty: 4309.138672
	Iteration 12Q: 3 clusters Score -879652.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -879665.625000 Penalty: 4309.138672
	Iteration 13Q: 3 clusters Score -879665.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -879689.812500 Penalty: 4309.138672
	Iteration 14Q: 3 clusters Score -879689.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -879711.500000 Penalty: 4309.138672
	Iteration 15Q: 3 clusters Score -879711.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -879735.250000 Penalty: 4309.138672
	Iteration 16Q: 3 clusters Score -879735.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -879764.687500 Penalty: 4309.138672
	Iteration 17Q: 3 clusters Score -879764.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -879796.500000 Penalty: 4309.138672
	Iteration 18Q: 3 clusters Score -879796.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -879846.562500 Penalty: 4309.138672
	Iteration 19Q: 3 clusters Score -879846.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -879909.250000 Penalty: 4309.138672
	Iteration 20F: 3 clusters Score -879909.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -880006.250000 Penalty: 4309.138672
	Iteration 21Q: 3 clusters Score -880006.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -880121.125000 Penalty: 4309.138672
	Iteration 22Q: 3 clusters Score -880121.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -880244.062500 Penalty: 4309.138672
	Iteration 23Q: 3 clusters Score -880244.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -880393.812500 Penalty: 4309.138672
	Iteration 24Q: 3 clusters Score -880393.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -880566.437500 Penalty: 4309.138672
	Iteration 25Q: 3 clusters Score -880566.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -880717.750000 Penalty: 4309.138672
	Iteration 26Q: 3 clusters Score -880717.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -880865.375000 Penalty: 4309.138672
	Iteration 27Q: 3 clusters Score -880865.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -880991.562500 Penalty: 4309.138672
	Iteration 28Q: 3 clusters Score -880991.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -881085.187500 Penalty: 4309.138672
	Iteration 29Q: 3 clusters Score -881085.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -881149.625000 Penalty: 4309.138672
	Iteration 30Q: 3 clusters Score -881149.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -881186.250000 Penalty: 4309.138672
	Iteration 31Q: 3 clusters Score -881186.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -881227.437500 Penalty: 4309.138672
	Iteration 32Q: 3 clusters Score -881227.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -881263.562500 Penalty: 4309.138672
	Iteration 33Q: 3 clusters Score -881263.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -881285.437500 Penalty: 4309.138672
	Iteration 34Q: 3 clusters Score -881285.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -881310.312500 Penalty: 4309.138672
	Iteration 35Q: 3 clusters Score -881310.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -881327.812500 Penalty: 4309.138672
	Iteration 36Q: 3 clusters Score -881327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -881338.625000 Penalty: 4309.138672
	Iteration 37Q: 3 clusters Score -881338.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -881347.875000 Penalty: 4309.138672
	Iteration 38Q: 3 clusters Score -881347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -881357.250000 Penalty: 4309.138672
	Iteration 39Q: 3 clusters Score -881357.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -881367.750000 Penalty: 4309.138672
	Iteration 40F: 3 clusters Score -881367.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -881376.875000 Penalty: 4309.138672
	Iteration 41Q: 3 clusters Score -881376.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -881389.625000 Penalty: 4309.138672
	Iteration 42Q: 3 clusters Score -881389.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -881395.812500 Penalty: 4309.138672
	Iteration 43Q: 3 clusters Score -881395.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -881402.187500 Penalty: 4309.138672
	Iteration 44Q: 3 clusters Score -881402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -881408.250000 Penalty: 4309.138672
	Iteration 45Q: 3 clusters Score -881408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -881411.125000 Penalty: 4309.138672
	Iteration 46Q: 3 clusters Score -881411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -881414.250000 Penalty: 4309.138672
	Iteration 47Q: 3 clusters Score -881414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -881416.312500 Penalty: 4309.138672
	Iteration 48Q: 3 clusters Score -881416.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -881420.937500 Penalty: 4309.138672
	Iteration 49Q: 3 clusters Score -881420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -881426.000000 Penalty: 4309.138672
	Iteration 50Q: 3 clusters Score -881426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -881425.500000 Penalty: 4309.138672
	Iteration 51Q: 3 clusters Score -881425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -881426.750000 Penalty: 4309.138672
	Iteration 52Q: 3 clusters Score -881426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -881428.562500 Penalty: 4309.138672
	Iteration 53Q: 3 clusters Score -881428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -881428.750000 Penalty: 4309.138672
	Iteration 54Q: 3 clusters Score -881428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -881429.437500 Penalty: 4309.138672
	Iteration 55Q: 3 clusters Score -881429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -881429.437500 Penalty: 4309.138672
	Iteration 56F: 3 clusters Score -881429.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -197222.140625 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -197222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -195126.234375 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -195126.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195581.187500 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -195581.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195757.156250 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -195757.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195891.359375 Penalty: 3564.327637
	Iteration 3F: 3 clusters Score -195891.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196082.093750 Penalty: 3564.327637
	Iteration 4F: 3 clusters Score -196082.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -196270.937500 Penalty: 3564.327637
	Iteration 5F: 3 clusters Score -196270.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -196457.343750 Penalty: 3564.327637
	Iteration 6F: 3 clusters Score -196457.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -196578.265625 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -196578.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -196647.765625 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -196647.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -196676.406250 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -196676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -196695.906250 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -196695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -196704.718750 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -196704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -196709.046875 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -196709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -196709.046875 Penalty: 3564.327637
	Iteration 13F: 3 clusters Score -196709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -77814.359375 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -77814.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76295.960938 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -76295.96 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76486.890625 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -76486.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76547.523438 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -76547.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76584.710938 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -76584.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76595.546875 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -76595.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -76598.125000 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -76598.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76601.328125 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -76601.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76601.898438 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -76601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76602.812500 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -76602.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76602.812500 Penalty: 3166.219238
	Iteration 9F: 3 clusters Score -76602.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -212600.640625 Penalty: 1807.654053
	Iteration 0F: 2 clusters Score -212600.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -210309.109375 Penalty: 3615.308105
	Iteration 0F: 3 clusters Score -210309.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -210663.140625 Penalty: 3615.308105
	Iteration 1F: 3 clusters Score -210663.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -210820.671875 Penalty: 3615.308105
	Iteration 2F: 3 clusters Score -210820.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210943.890625 Penalty: 3615.308105
	Iteration 3F: 3 clusters Score -210943.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -211017.453125 Penalty: 3615.308105
	Iteration 4Q: 3 clusters Score -211017.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211069.562500 Penalty: 3615.308105
	Iteration 5Q: 3 clusters Score -211069.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -211128.625000 Penalty: 3615.308105
	Iteration 6Q: 3 clusters Score -211128.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -211176.015625 Penalty: 3615.308105
	Iteration 7Q: 3 clusters Score -211176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -211221.125000 Penalty: 3615.308105
	Iteration 8Q: 3 clusters Score -211221.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -211274.234375 Penalty: 3615.308105
	Iteration 9Q: 3 clusters Score -211274.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -211318.265625 Penalty: 3615.308105
	Iteration 10Q: 3 clusters Score -211318.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -211361.203125 Penalty: 3615.308105
	Iteration 11Q: 3 clusters Score -211361.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -211393.812500 Penalty: 3615.308105
	Iteration 12Q: 3 clusters Score -211393.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -211414.421875 Penalty: 3615.308105
	Iteration 13Q: 3 clusters Score -211414.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -211429.109375 Penalty: 3615.308105
	Iteration 14Q: 3 clusters Score -211429.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -211444.609375 Penalty: 3615.308105
	Iteration 15Q: 3 clusters Score -211444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211458.718750 Penalty: 3615.308105
	Iteration 16Q: 3 clusters Score -211458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -211471.187500 Penalty: 3615.308105
	Iteration 17Q: 3 clusters Score -211471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -211479.109375 Penalty: 3615.308105
	Iteration 18Q: 3 clusters Score -211479.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -211487.937500 Penalty: 3615.308105
	Iteration 19Q: 3 clusters Score -211487.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -211507.312500 Penalty: 3615.308105
	Iteration 20F: 3 clusters Score -211507.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -211531.062500 Penalty: 3615.308105
	Iteration 21Q: 3 clusters Score -211531.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -211559.343750 Penalty: 3615.308105
	Iteration 22Q: 3 clusters Score -211559.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -211590.140625 Penalty: 3615.308105
	Iteration 23Q: 3 clusters Score -211590.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -211617.234375 Penalty: 3615.308105
	Iteration 24Q: 3 clusters Score -211617.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -211640.375000 Penalty: 3615.308105
	Iteration 25Q: 3 clusters Score -211640.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -211651.890625 Penalty: 3615.308105
	Iteration 26Q: 3 clusters Score -211651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -211667.390625 Penalty: 3615.308105
	Iteration 27Q: 3 clusters Score -211667.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -211677.562500 Penalty: 3615.308105
	Iteration 28Q: 3 clusters Score -211677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -211684.578125 Penalty: 3615.308105
	Iteration 29Q: 3 clusters Score -211684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -211688.437500 Penalty: 3615.308105
	Iteration 30Q: 3 clusters Score -211688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -211691.640625 Penalty: 3615.308105
	Iteration 31Q: 3 clusters Score -211691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -211694.156250 Penalty: 3615.308105
	Iteration 32Q: 3 clusters Score -211694.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -211694.156250 Penalty: 3615.308105
	Iteration 33F: 3 clusters Score -211694.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -66642.703125 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -66642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65151.507812 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -65151.51 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65418.578125 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -65418.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -65598.343750 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -65598.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -65767.609375 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -65767.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65952.414062 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -65952.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66111.000000 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -66111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66184.203125 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -66184.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66226.296875 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -66226.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66272.484375 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -66272.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66311.976562 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -66311.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66351.953125 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -66351.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66373.687500 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -66373.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66442.171875 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -66442.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66472.031250 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -66472.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66493.460938 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -66493.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66515.304688 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -66515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66521.617188 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -66521.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66526.085938 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -66526.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66530.546875 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -66530.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66530.546875 Penalty: 3083.436523
	Iteration 19F: 3 clusters Score -66530.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -90657.296875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -90657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89135.687500 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -89135.69 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89700.679688 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -89700.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90167.734375 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -90167.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90609.585938 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -90609.59 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90795.062500 Penalty: 3252.866211
	Iteration 4F: 3 clusters Score -90795.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90885.398438 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -90885.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -90905.375000 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -90905.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -90920.257812 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -90920.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90924.781250 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -90924.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90927.023438 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -90927.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90927.023438 Penalty: 3252.866211
	Iteration 10F: 3 clusters Score -90927.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102776 members 
Mstep: Class 4 contains 111054 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28125 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123306 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28313 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34588 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 456 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12216 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 249 members 
Entering Unmasked Estep 
Score: -86720784.000000 Penalty: 128097.218750
Splitting cluster 32 changes total score from -86722024.000000 to -86720784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -163158.843750 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -163158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -161141.796875 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -161141.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -161429.453125 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -161429.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -161492.328125 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -161492.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161530.328125 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -161530.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -161571.078125 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -161571.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -161596.906250 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -161596.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -161614.265625 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -161614.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -161626.453125 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -161626.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161631.890625 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -161631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -161636.765625 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -161636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -161642.375000 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -161642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -161642.796875 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -161642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -161643.781250 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -161643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161645.812500 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -161645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161645.812500 Penalty: 3470.354004
	Iteration 14F: 3 clusters Score -161645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -107842.570312 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -107842.6 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 496 members 
Entering Unmasked Estep 
Score: -106082.914062 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -106082.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106629.015625 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -106629 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107270.070312 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -107270.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -107570.164062 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -107570.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -107750.531250 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -107750.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -107805.789062 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -107805.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -107832.578125 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -107832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -107847.820312 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -107847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -107859.890625 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -107859.9 nChanged 1
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: -107863.140625 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -107863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -107867.687500 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -107867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -107875.789062 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -107875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -107883.375000 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -107883.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -107883.375000 Penalty: 3385.966553
	Iteration 13F: 3 clusters Score -107883.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102776 members 
Mstep: Class 4 contains 111054 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28125 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123306 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28313 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34588 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 275 members 
Mstep: Class 35 contains 12216 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 647 members 
Entering Unmasked Estep 
Score: -86720552.000000 Penalty: 128097.218750
Splitting cluster 34 changes total score from -86722024.000000 to -86720552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (12216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Entering Unmasked Estep 
Score: -1946435.375000 Penalty: 2333.804443
	Iteration 0F: 2 clusters Score -1946435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1937327.000000 Penalty: 4667.608887
	Iteration 0F: 3 clusters Score -1937327 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1940034.750000 Penalty: 4667.608887
	Iteration 1F: 3 clusters Score -1940035 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1940353.375000 Penalty: 4667.608887
	Iteration 2F: 3 clusters Score -1940353 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1940571.375000 Penalty: 4667.608887
	Iteration 3Q: 3 clusters Score -1940571 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1940712.750000 Penalty: 4667.608887
	Iteration 4Q: 3 clusters Score -1940713 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1940821.375000 Penalty: 4667.608887
	Iteration 5Q: 3 clusters Score -1940821 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1940917.375000 Penalty: 4667.608887
	Iteration 6Q: 3 clusters Score -1940917 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1941002.875000 Penalty: 4667.608887
	Iteration 7Q: 3 clusters Score -1941003 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1941088.625000 Penalty: 4667.608887
	Iteration 8Q: 3 clusters Score -1941089 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1941187.250000 Penalty: 4667.608887
	Iteration 9Q: 3 clusters Score -1941187 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1941292.875000 Penalty: 4667.608887
	Iteration 10Q: 3 clusters Score -1941293 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1941422.875000 Penalty: 4667.608887
	Iteration 11Q: 3 clusters Score -1941423 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1941584.500000 Penalty: 4667.608887
	Iteration 12Q: 3 clusters Score -1941584 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1941768.750000 Penalty: 4667.608887
	Iteration 13Q: 3 clusters Score -1941769 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1942003.625000 Penalty: 4667.608887
	Iteration 14Q: 3 clusters Score -1942004 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1942274.500000 Penalty: 4667.608887
	Iteration 15Q: 3 clusters Score -1942274 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1942554.500000 Penalty: 4667.608887
	Iteration 16Q: 3 clusters Score -1942554 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1942842.500000 Penalty: 4667.608887
	Iteration 17Q: 3 clusters Score -1942842 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1943154.000000 Penalty: 4667.608887
	Iteration 18Q: 3 clusters Score -1943154 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1943431.750000 Penalty: 4667.608887
	Iteration 19Q: 3 clusters Score -1943432 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1943665.750000 Penalty: 4667.608887
	Iteration 20F: 3 clusters Score -1943666 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1943849.500000 Penalty: 4667.608887
	Iteration 21Q: 3 clusters Score -1943850 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1944009.125000 Penalty: 4667.608887
	Iteration 22Q: 3 clusters Score -1944009 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1944138.875000 Penalty: 4667.608887
	Iteration 23Q: 3 clusters Score -1944139 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1944241.125000 Penalty: 4667.608887
	Iteration 24Q: 3 clusters Score -1944241 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1944303.125000 Penalty: 4667.608887
	Iteration 25Q: 3 clusters Score -1944303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1944328.375000 Penalty: 4667.608887
	Iteration 26Q: 3 clusters Score -1944328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1944355.250000 Penalty: 4667.608887
	Iteration 27Q: 3 clusters Score -1944355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1944380.125000 Penalty: 4667.608887
	Iteration 28Q: 3 clusters Score -1944380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1944396.125000 Penalty: 4667.608887
	Iteration 29Q: 3 clusters Score -1944396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1944412.125000 Penalty: 4667.608887
	Iteration 30Q: 3 clusters Score -1944412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1944423.000000 Penalty: 4667.608887
	Iteration 31Q: 3 clusters Score -1944423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1944433.250000 Penalty: 4667.608887
	Iteration 32Q: 3 clusters Score -1944433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1944438.250000 Penalty: 4667.608887
	Iteration 33Q: 3 clusters Score -1944438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1944440.375000 Penalty: 4667.608887
	Iteration 34Q: 3 clusters Score -1944440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1944441.500000 Penalty: 4667.608887
	Iteration 35Q: 3 clusters Score -1944442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1944442.625000 Penalty: 4667.608887
	Iteration 36Q: 3 clusters Score -1944443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1944446.875000 Penalty: 4667.608887
	Iteration 37Q: 3 clusters Score -1944447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1944446.875000 Penalty: 4667.608887
	Iteration 38F: 3 clusters Score -1944447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -113061.398438 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -113061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111265.101562 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -111265.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111564.625000 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -111564.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111684.343750 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -111684.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111878.210938 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -111878.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112043.726562 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -112043.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112187.015625 Penalty: 3329.023193
	Iteration 5F: 3 clusters Score -112187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -112286.656250 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -112286.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -112339.242188 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -112339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -112376.632812 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -112376.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -112415.085938 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -112415.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -112449.414062 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -112449.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -112462.687500 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -112462.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -112476.359375 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -112476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -112486.328125 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -112486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -112490.312500 Penalty: 3329.023193
	Iteration 14Q: 3 clusters Score -112490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -112493.500000 Penalty: 3329.023193
	Iteration 15Q: 3 clusters Score -112493.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -112493.500000 Penalty: 3329.023193
	Iteration 16F: 3 clusters Score -112493.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -38423.480469 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -38423.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37191.097656 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -37191.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37282.246094 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -37282.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37292.710938 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -37292.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37295.460938 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -37295.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37295.460938 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -37295.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -92288.929688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -92288.93 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 321 members 
Entering Unmasked Estep 
Score: -90645.523438 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -90645.52 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90874.718750 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -90874.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90948.062500 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -90948.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90985.625000 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -90985.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91003.734375 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -91003.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91012.015625 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -91012.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91016.562500 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -91016.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91017.265625 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -91017.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91017.265625 Penalty: 3212.578369
	Iteration 8F: 3 clusters Score -91017.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102776 members 
Mstep: Class 4 contains 111054 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28125 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123306 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28313 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19544 members 
Mstep: Class 21 contains 34588 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12216 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722024.000000 Penalty: 124812.671875
Iteration 399Q: 39 clusters Score -8.672202e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102779 members 
Mstep: Class 4 contains 111055 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28123 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123305 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28312 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34587 members 
Mstep: Class 22 contains 6661 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722024.000000 Penalty: 124812.671875
Iteration 400F: 39 clusters Score -8.672202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102779 members 
Mstep: Class 4 contains 111051 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28124 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123314 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28308 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12215 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722048.000000 Penalty: 124812.671875
Iteration 401Q: 39 clusters Score -8.672205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102783 members 
Mstep: Class 4 contains 111053 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28124 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123311 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28307 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722080.000000 Penalty: 124812.671875
Iteration 402Q: 39 clusters Score -8.672208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102786 members 
Mstep: Class 4 contains 111047 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28124 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123314 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28306 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13445 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722064.000000 Penalty: 124812.671875
Iteration 403Q: 39 clusters Score -8.672206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102787 members 
Mstep: Class 4 contains 111054 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28125 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123306 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28305 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34585 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12215 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722040.000000 Penalty: 124812.671875
Iteration 404Q: 39 clusters Score -8.672204e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102794 members 
Mstep: Class 4 contains 111052 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28127 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123301 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28302 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12215 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722032.000000 Penalty: 124812.671875
Iteration 405Q: 39 clusters Score -8.672203e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102796 members 
Mstep: Class 4 contains 111056 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28128 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123294 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28304 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34585 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722048.000000 Penalty: 124812.671875
Iteration 406Q: 39 clusters Score -8.672205e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102795 members 
Mstep: Class 4 contains 111056 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28129 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123297 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28302 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34585 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722064.000000 Penalty: 124812.671875
Iteration 407Q: 39 clusters Score -8.672206e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102797 members 
Mstep: Class 4 contains 111048 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28131 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123303 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28299 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34585 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12215 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722080.000000 Penalty: 124812.671875
Iteration 408Q: 39 clusters Score -8.672208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102797 members 
Mstep: Class 4 contains 111045 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28134 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123304 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28297 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34585 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12215 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722040.000000 Penalty: 124812.671875
Iteration 409Q: 39 clusters Score -8.672204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102795 members 
Mstep: Class 4 contains 111050 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28134 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 123305 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28295 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34585 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1320 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722016.000000 Penalty: 124812.671875
Iteration 410Q: 39 clusters Score -8.672202e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102795 members 
Mstep: Class 4 contains 111057 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28134 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123302 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28292 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722016.000000 Penalty: 124812.671875
Iteration 411Q: 39 clusters Score -8.672202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102793 members 
Mstep: Class 4 contains 111056 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 28136 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123303 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28290 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721952.000000 Penalty: 124812.671875
Iteration 412Q: 39 clusters Score -8.672195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102792 members 
Mstep: Class 4 contains 111060 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 28138 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123299 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28289 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722000.000000 Penalty: 124812.671875
Iteration 413Q: 39 clusters Score -8.6722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102786 members 
Mstep: Class 4 contains 111064 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 28138 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123301 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28288 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721952.000000 Penalty: 124812.671875
Iteration 414Q: 39 clusters Score -8.672195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102790 members 
Mstep: Class 4 contains 111065 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 28138 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123296 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28288 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721984.000000 Penalty: 124812.671875
Iteration 415Q: 39 clusters Score -8.672198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102790 members 
Mstep: Class 4 contains 111067 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 28139 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123293 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28288 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6660 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722000.000000 Penalty: 124812.671875
Iteration 416Q: 39 clusters Score -8.6722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102790 members 
Mstep: Class 4 contains 111063 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 28144 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28288 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34585 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13444 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12212 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722000.000000 Penalty: 124812.671875
Iteration 417Q: 39 clusters Score -8.6722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102790 members 
Mstep: Class 4 contains 111064 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9511 members 
Mstep: Class 9 contains 28146 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28288 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721984.000000 Penalty: 124812.671875
Iteration 418Q: 39 clusters Score -8.672198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102789 members 
Mstep: Class 4 contains 111065 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28288 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721968.000000 Penalty: 124812.671875
Iteration 419Q: 39 clusters Score -8.672197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102789 members 
Mstep: Class 4 contains 111065 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123296 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12213 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721944.000000 Penalty: 124812.671875
Iteration 420F: 39 clusters Score -8.672194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102789 members 
Mstep: Class 4 contains 111064 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123296 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12214 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721944.000000 Penalty: 124812.671875
Iteration 421Q: 39 clusters Score -8.672194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102789 members 
Mstep: Class 4 contains 111062 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123297 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12215 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721944.000000 Penalty: 124812.671875
Iteration 422Q: 39 clusters Score -8.672194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102790 members 
Mstep: Class 4 contains 111061 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28148 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12216 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721984.000000 Penalty: 124812.671875
Iteration 423Q: 39 clusters Score -8.672198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102791 members 
Mstep: Class 4 contains 111060 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28148 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12216 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721976.000000 Penalty: 124812.671875
Iteration 424Q: 39 clusters Score -8.672198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102793 members 
Mstep: Class 4 contains 111057 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28148 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721984.000000 Penalty: 124812.671875
Iteration 425Q: 39 clusters Score -8.672198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102793 members 
Mstep: Class 4 contains 111058 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721984.000000 Penalty: 124812.671875
Iteration 426Q: 39 clusters Score -8.672198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102793 members 
Mstep: Class 4 contains 111058 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721984.000000 Penalty: 124812.671875
Iteration 427F: 39 clusters Score -8.672198e+07 nChanged 0
Entering ConstructFrom: 
Score: -86721984.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -233209.593750 Penalty: 1831.229370
	Iteration 0F: 2 clusters Score -233209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -230856.625000 Penalty: 3662.458740
	Iteration 0F: 3 clusters Score -230856.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -231335.171875 Penalty: 3662.458740
	Iteration 1F: 3 clusters Score -231335.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -231446.781250 Penalty: 3662.458740
	Iteration 2F: 3 clusters Score -231446.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -231519.234375 Penalty: 3662.458740
	Iteration 3Q: 3 clusters Score -231519.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -231573.359375 Penalty: 3662.458740
	Iteration 4Q: 3 clusters Score -231573.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -231614.500000 Penalty: 3662.458740
	Iteration 5Q: 3 clusters Score -231614.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -231648.765625 Penalty: 3662.458740
	Iteration 6Q: 3 clusters Score -231648.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -231671.812500 Penalty: 3662.458740
	Iteration 7Q: 3 clusters Score -231671.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -231694.406250 Penalty: 3662.458740
	Iteration 8Q: 3 clusters Score -231694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -231712.687500 Penalty: 3662.458740
	Iteration 9Q: 3 clusters Score -231712.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -231731.468750 Penalty: 3662.458740
	Iteration 10Q: 3 clusters Score -231731.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -231747.078125 Penalty: 3662.458740
	Iteration 11Q: 3 clusters Score -231747.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -231761.671875 Penalty: 3662.458740
	Iteration 12Q: 3 clusters Score -231761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -231773.593750 Penalty: 3662.458740
	Iteration 13Q: 3 clusters Score -231773.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -231781.875000 Penalty: 3662.458740
	Iteration 14Q: 3 clusters Score -231781.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -231796.406250 Penalty: 3662.458740
	Iteration 15Q: 3 clusters Score -231796.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -231805.484375 Penalty: 3662.458740
	Iteration 16Q: 3 clusters Score -231805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -231816.500000 Penalty: 3662.458740
	Iteration 17Q: 3 clusters Score -231816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -231828.250000 Penalty: 3662.458740
	Iteration 18Q: 3 clusters Score -231828.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -231837.421875 Penalty: 3662.458740
	Iteration 19Q: 3 clusters Score -231837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -231843.171875 Penalty: 3662.458740
	Iteration 20F: 3 clusters Score -231843.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -231852.093750 Penalty: 3662.458740
	Iteration 21Q: 3 clusters Score -231852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -231861.531250 Penalty: 3662.458740
	Iteration 22Q: 3 clusters Score -231861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -231867.296875 Penalty: 3662.458740
	Iteration 23Q: 3 clusters Score -231867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -231869.406250 Penalty: 3662.458740
	Iteration 24Q: 3 clusters Score -231869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -231870.984375 Penalty: 3662.458740
	Iteration 25Q: 3 clusters Score -231871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231874.500000 Penalty: 3662.458740
	Iteration 26Q: 3 clusters Score -231874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -231877.937500 Penalty: 3662.458740
	Iteration 27Q: 3 clusters Score -231877.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -231880.750000 Penalty: 3662.458740
	Iteration 28Q: 3 clusters Score -231880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -231883.984375 Penalty: 3662.458740
	Iteration 29Q: 3 clusters Score -231884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -231886.296875 Penalty: 3662.458740
	Iteration 30Q: 3 clusters Score -231886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -231890.203125 Penalty: 3662.458740
	Iteration 31Q: 3 clusters Score -231890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -231900.078125 Penalty: 3662.458740
	Iteration 32Q: 3 clusters Score -231900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231915.156250 Penalty: 3662.458740
	Iteration 33Q: 3 clusters Score -231915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231928.687500 Penalty: 3662.458740
	Iteration 34Q: 3 clusters Score -231928.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231935.109375 Penalty: 3662.458740
	Iteration 35Q: 3 clusters Score -231935.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -231943.078125 Penalty: 3662.458740
	Iteration 36Q: 3 clusters Score -231943.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -231952.406250 Penalty: 3662.458740
	Iteration 37Q: 3 clusters Score -231952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -231964.531250 Penalty: 3662.458740
	Iteration 38Q: 3 clusters Score -231964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -231976.796875 Penalty: 3662.458740
	Iteration 39Q: 3 clusters Score -231976.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -231983.453125 Penalty: 3662.458740
	Iteration 40F: 3 clusters Score -231983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -231986.328125 Penalty: 3662.458740
	Iteration 41Q: 3 clusters Score -231986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -231987.515625 Penalty: 3662.458740
	Iteration 42Q: 3 clusters Score -231987.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231987.921875 Penalty: 3662.458740
	Iteration 43Q: 3 clusters Score -231987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231987.921875 Penalty: 3662.458740
	Iteration 44F: 3 clusters Score -231987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -155966.312500 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -155966.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -154007.109375 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -154007.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -154403.343750 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -154403.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -154589.531250 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -154589.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -154713.187500 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -154713.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -154798.359375 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -154798.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -154854.296875 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -154854.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154896.437500 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -154896.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -154920.296875 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -154920.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -154930.312500 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -154930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -154934.703125 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -154934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154936.734375 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -154936.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154938.937500 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -154938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154940.062500 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -154940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154940.812500 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -154940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154942.484375 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -154942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154945.359375 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -154945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154946.687500 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -154946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154953.796875 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -154953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154956.156250 Penalty: 3494.705078
	Iteration 18Q: 3 clusters Score -154956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -154958.093750 Penalty: 3494.705078
	Iteration 19Q: 3 clusters Score -154958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154958.375000 Penalty: 3494.705078
	Iteration 20F: 3 clusters Score -154958.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (102793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Entering Unmasked Estep 
Score: -16241774.000000 Penalty: 2862.037354
	Iteration 0F: 2 clusters Score -1.624177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -16174716.000000 Penalty: 5724.074707
	Iteration 0F: 3 clusters Score -1.617472e+07 nChanged 48712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -16202543.000000 Penalty: 5724.074707
	Iteration 1F: 3 clusters Score -1.620254e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -16203804.000000 Penalty: 5724.074707
	Iteration 2Q: 3 clusters Score -1.62038e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -16205791.000000 Penalty: 5724.074707
	Iteration 3Q: 3 clusters Score -1.620579e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -16208528.000000 Penalty: 5724.074707
	Iteration 4F: 3 clusters Score -1.620853e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -16212604.000000 Penalty: 5724.074707
	Iteration 5F: 3 clusters Score -1.62126e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -16218025.000000 Penalty: 5724.074707
	Iteration 6F: 3 clusters Score -1.621802e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -16224494.000000 Penalty: 5724.074707
	Iteration 7F: 3 clusters Score -1.622449e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -16229926.000000 Penalty: 5724.074707
	Iteration 8F: 3 clusters Score -1.622993e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -16232546.000000 Penalty: 5724.074707
	Iteration 9Q: 3 clusters Score -1.623255e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 81637 members 
Entering Unmasked Estep 
Score: -16233979.000000 Penalty: 5724.074707
	Iteration 10Q: 3 clusters Score -1.623398e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -16234943.000000 Penalty: 5724.074707
	Iteration 11Q: 3 clusters Score -1.623494e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -16235568.000000 Penalty: 5724.074707
	Iteration 12Q: 3 clusters Score -1.623557e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -16236209.000000 Penalty: 5724.074707
	Iteration 13Q: 3 clusters Score -1.623621e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -16236888.000000 Penalty: 5724.074707
	Iteration 14Q: 3 clusters Score -1.623689e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -16237452.000000 Penalty: 5724.074707
	Iteration 15Q: 3 clusters Score -1.623745e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -16237938.000000 Penalty: 5724.074707
	Iteration 16Q: 3 clusters Score -1.623794e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 92993 members 
Entering Unmasked Estep 
Score: -16238451.000000 Penalty: 5724.074707
	Iteration 17Q: 3 clusters Score -1.623845e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -16238827.000000 Penalty: 5724.074707
	Iteration 18Q: 3 clusters Score -1.623883e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 95075 members 
Entering Unmasked Estep 
Score: -16239101.000000 Penalty: 5724.074707
	Iteration 19Q: 3 clusters Score -1.62391e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -16239320.000000 Penalty: 5724.074707
	Iteration 20F: 3 clusters Score -1.623932e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -16239522.000000 Penalty: 5724.074707
	Iteration 21Q: 3 clusters Score -1.623952e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -16239640.000000 Penalty: 5724.074707
	Iteration 22Q: 3 clusters Score -1.623964e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 97760 members 
Entering Unmasked Estep 
Score: -16239712.000000 Penalty: 5724.074707
	Iteration 23Q: 3 clusters Score -1.623971e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 98206 members 
Entering Unmasked Estep 
Score: -16239762.000000 Penalty: 5724.074707
	Iteration 24Q: 3 clusters Score -1.623976e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
Score: -16239816.000000 Penalty: 5724.074707
	Iteration 25Q: 3 clusters Score -1.623982e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -16239941.000000 Penalty: 5724.074707
	Iteration 26Q: 3 clusters Score -1.623994e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 99263 members 
Entering Unmasked Estep 
Score: -16239960.000000 Penalty: 5724.074707
	Iteration 27Q: 3 clusters Score -1.623996e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -16239962.000000 Penalty: 5724.074707
	Iteration 28Q: 3 clusters Score -1.623996e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -16240000.000000 Penalty: 5724.074707
	Iteration 29Q: 3 clusters Score -1.624e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -16239999.000000 Penalty: 5724.074707
	Iteration 30Q: 3 clusters Score -1.624e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -16240028.000000 Penalty: 5724.074707
	Iteration 31Q: 3 clusters Score -1.624003e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -16240035.000000 Penalty: 5724.074707
	Iteration 32Q: 3 clusters Score -1.624004e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -16240053.000000 Penalty: 5724.074707
	Iteration 33Q: 3 clusters Score -1.624005e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -16240061.000000 Penalty: 5724.074707
	Iteration 34Q: 3 clusters Score -1.624006e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 100470 members 
Entering Unmasked Estep 
Score: -16240056.000000 Penalty: 5724.074707
	Iteration 35Q: 3 clusters Score -1.624006e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 100579 members 
Entering Unmasked Estep 
Score: -16240026.000000 Penalty: 5724.074707
	Iteration 36Q: 3 clusters Score -1.624003e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -16240051.000000 Penalty: 5724.074707
	Iteration 37Q: 3 clusters Score -1.624005e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -16240042.000000 Penalty: 5724.074707
	Iteration 38Q: 3 clusters Score -1.624004e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -16240049.000000 Penalty: 5724.074707
	Iteration 39Q: 3 clusters Score -1.624005e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -16240029.000000 Penalty: 5724.074707
	Iteration 40F: 3 clusters Score -1.624003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 100879 members 
Entering Unmasked Estep 
Score: -16240002.000000 Penalty: 5724.074707
	Iteration 41Q: 3 clusters Score -1.624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 100902 members 
Entering Unmasked Estep 
Score: -16240008.000000 Penalty: 5724.074707
	Iteration 42Q: 3 clusters Score -1.624001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 100916 members 
Entering Unmasked Estep 
Score: -16240017.000000 Penalty: 5724.074707
	Iteration 43Q: 3 clusters Score -1.624002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -16240002.000000 Penalty: 5724.074707
	Iteration 44Q: 3 clusters Score -1.624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -16239989.000000 Penalty: 5724.074707
	Iteration 45Q: 3 clusters Score -1.623999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -16239978.000000 Penalty: 5724.074707
	Iteration 46Q: 3 clusters Score -1.623998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -16239988.000000 Penalty: 5724.074707
	Iteration 47Q: 3 clusters Score -1.623999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -16239992.000000 Penalty: 5724.074707
	Iteration 48Q: 3 clusters Score -1.623999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -16239983.000000 Penalty: 5724.074707
	Iteration 49Q: 3 clusters Score -1.623998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -16239963.000000 Penalty: 5724.074707
	Iteration 50Q: 3 clusters Score -1.623996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
Score: -16239974.000000 Penalty: 5724.074707
	Iteration 51Q: 3 clusters Score -1.623997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 101054 members 
Entering Unmasked Estep 
Score: -16239980.000000 Penalty: 5724.074707
	Iteration 52Q: 3 clusters Score -1.623998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -16239990.000000 Penalty: 5724.074707
	Iteration 53Q: 3 clusters Score -1.623999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -16239992.000000 Penalty: 5724.074707
	Iteration 54Q: 3 clusters Score -1.623999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -16240005.000000 Penalty: 5724.074707
	Iteration 55Q: 3 clusters Score -1.624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -16239985.000000 Penalty: 5724.074707
	Iteration 56Q: 3 clusters Score -1.623998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -16239979.000000 Penalty: 5724.074707
	Iteration 57Q: 3 clusters Score -1.623998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 101129 members 
Entering Unmasked Estep 
Score: -16239977.000000 Penalty: 5724.074707
	Iteration 58Q: 3 clusters Score -1.623998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -16239973.000000 Penalty: 5724.074707
	Iteration 59Q: 3 clusters Score -1.623997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -16239960.000000 Penalty: 5724.074707
	Iteration 60F: 3 clusters Score -1.623996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -16239954.000000 Penalty: 5724.074707
	Iteration 61Q: 3 clusters Score -1.623995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -16239962.000000 Penalty: 5724.074707
	Iteration 62Q: 3 clusters Score -1.623996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -16239962.000000 Penalty: 5724.074707
	Iteration 63Q: 3 clusters Score -1.623996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -16239966.000000 Penalty: 5724.074707
	Iteration 64Q: 3 clusters Score -1.623997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -16239964.000000 Penalty: 5724.074707
	Iteration 65Q: 3 clusters Score -1.623996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -16239964.000000 Penalty: 5724.074707
	Iteration 66F: 3 clusters Score -1.623996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Entering Unmasked Estep 
Score: -17488210.000000 Penalty: 2881.216309
	Iteration 0F: 2 clusters Score -1.748821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -17416536.000000 Penalty: 5762.432617
	Iteration 0F: 3 clusters Score -1.741654e+07 nChanged 52675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -17446974.000000 Penalty: 5762.432617
	Iteration 1F: 3 clusters Score -1.744697e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -17447988.000000 Penalty: 5762.432617
	Iteration 2Q: 3 clusters Score -1.744799e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -17449048.000000 Penalty: 5762.432617
	Iteration 3Q: 3 clusters Score -1.744905e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -17450542.000000 Penalty: 5762.432617
	Iteration 4Q: 3 clusters Score -1.745054e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64374 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -17452750.000000 Penalty: 5762.432617
	Iteration 5Q: 3 clusters Score -1.745275e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -17456212.000000 Penalty: 5762.432617
	Iteration 6F: 3 clusters Score -1.745621e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72880 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -17460948.000000 Penalty: 5762.432617
	Iteration 7F: 3 clusters Score -1.746095e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -17466530.000000 Penalty: 5762.432617
	Iteration 8F: 3 clusters Score -1.746653e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82574 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -17471582.000000 Penalty: 5762.432617
	Iteration 9F: 3 clusters Score -1.747158e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -17475418.000000 Penalty: 5762.432617
	Iteration 10Q: 3 clusters Score -1.747542e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -17477774.000000 Penalty: 5762.432617
	Iteration 11Q: 3 clusters Score -1.747777e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -17479234.000000 Penalty: 5762.432617
	Iteration 12Q: 3 clusters Score -1.747923e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -17480402.000000 Penalty: 5762.432617
	Iteration 13Q: 3 clusters Score -1.74804e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -17481208.000000 Penalty: 5762.432617
	Iteration 14Q: 3 clusters Score -1.748121e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -17482086.000000 Penalty: 5762.432617
	Iteration 15Q: 3 clusters Score -1.748209e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99285 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -17482742.000000 Penalty: 5762.432617
	Iteration 16Q: 3 clusters Score -1.748274e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100770 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -17483296.000000 Penalty: 5762.432617
	Iteration 17Q: 3 clusters Score -1.74833e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102026 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -17483732.000000 Penalty: 5762.432617
	Iteration 18Q: 3 clusters Score -1.748373e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103099 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -17484058.000000 Penalty: 5762.432617
	Iteration 19Q: 3 clusters Score -1.748406e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104014 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -17484286.000000 Penalty: 5762.432617
	Iteration 20F: 3 clusters Score -1.748429e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -17484452.000000 Penalty: 5762.432617
	Iteration 21Q: 3 clusters Score -1.748445e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -17484684.000000 Penalty: 5762.432617
	Iteration 22Q: 3 clusters Score -1.748468e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -17484780.000000 Penalty: 5762.432617
	Iteration 23Q: 3 clusters Score -1.748478e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -17484952.000000 Penalty: 5762.432617
	Iteration 24Q: 3 clusters Score -1.748495e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -17485086.000000 Penalty: 5762.432617
	Iteration 25Q: 3 clusters Score -1.748509e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -17485220.000000 Penalty: 5762.432617
	Iteration 26Q: 3 clusters Score -1.748522e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107517 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -17485340.000000 Penalty: 5762.432617
	Iteration 27Q: 3 clusters Score -1.748534e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107766 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -17485456.000000 Penalty: 5762.432617
	Iteration 28Q: 3 clusters Score -1.748546e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -17485544.000000 Penalty: 5762.432617
	Iteration 29Q: 3 clusters Score -1.748554e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -17485618.000000 Penalty: 5762.432617
	Iteration 30Q: 3 clusters Score -1.748562e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -17485662.000000 Penalty: 5762.432617
	Iteration 31Q: 3 clusters Score -1.748566e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -17485670.000000 Penalty: 5762.432617
	Iteration 32Q: 3 clusters Score -1.748567e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108619 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -17485704.000000 Penalty: 5762.432617
	Iteration 33Q: 3 clusters Score -1.74857e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108732 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -17485746.000000 Penalty: 5762.432617
	Iteration 34Q: 3 clusters Score -1.748575e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -17485818.000000 Penalty: 5762.432617
	Iteration 35Q: 3 clusters Score -1.748582e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -17485816.000000 Penalty: 5762.432617
	Iteration 36Q: 3 clusters Score -1.748582e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17485846.000000 Penalty: 5762.432617
	Iteration 37Q: 3 clusters Score -1.748585e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -17485866.000000 Penalty: 5762.432617
	Iteration 38Q: 3 clusters Score -1.748587e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -17485902.000000 Penalty: 5762.432617
	Iteration 39Q: 3 clusters Score -1.74859e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -17485912.000000 Penalty: 5762.432617
	Iteration 40F: 3 clusters Score -1.748591e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -17485906.000000 Penalty: 5762.432617
	Iteration 41Q: 3 clusters Score -1.748591e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -17485952.000000 Penalty: 5762.432617
	Iteration 42Q: 3 clusters Score -1.748595e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109342 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17485952.000000 Penalty: 5762.432617
	Iteration 43Q: 3 clusters Score -1.748595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -17485962.000000 Penalty: 5762.432617
	Iteration 44Q: 3 clusters Score -1.748596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -17485954.000000 Penalty: 5762.432617
	Iteration 45Q: 3 clusters Score -1.748595e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -17485950.000000 Penalty: 5762.432617
	Iteration 46Q: 3 clusters Score -1.748595e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -17485966.000000 Penalty: 5762.432617
	Iteration 47Q: 3 clusters Score -1.748597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109430 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -17485964.000000 Penalty: 5762.432617
	Iteration 48Q: 3 clusters Score -1.748596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109437 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -17485956.000000 Penalty: 5762.432617
	Iteration 49Q: 3 clusters Score -1.748596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109440 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -17485960.000000 Penalty: 5762.432617
	Iteration 50Q: 3 clusters Score -1.748596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -17485952.000000 Penalty: 5762.432617
	Iteration 51Q: 3 clusters Score -1.748595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17485948.000000 Penalty: 5762.432617
	Iteration 52Q: 3 clusters Score -1.748595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109463 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -17485964.000000 Penalty: 5762.432617
	Iteration 53Q: 3 clusters Score -1.748596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109472 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -17485954.000000 Penalty: 5762.432617
	Iteration 54Q: 3 clusters Score -1.748595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -17485962.000000 Penalty: 5762.432617
	Iteration 55Q: 3 clusters Score -1.748596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109490 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -17485966.000000 Penalty: 5762.432617
	Iteration 56Q: 3 clusters Score -1.748597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109495 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17485958.000000 Penalty: 5762.432617
	Iteration 57Q: 3 clusters Score -1.748596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109502 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -17485954.000000 Penalty: 5762.432617
	Iteration 58Q: 3 clusters Score -1.748595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109506 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -17485954.000000 Penalty: 5762.432617
	Iteration 59Q: 3 clusters Score -1.748595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109512 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -17485972.000000 Penalty: 5762.432617
	Iteration 60F: 3 clusters Score -1.748597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109518 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -17485972.000000 Penalty: 5762.432617
	Iteration 61Q: 3 clusters Score -1.748597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109526 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -17485966.000000 Penalty: 5762.432617
	Iteration 62Q: 3 clusters Score -1.748597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109530 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -17485970.000000 Penalty: 5762.432617
	Iteration 63Q: 3 clusters Score -1.748597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109534 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17485974.000000 Penalty: 5762.432617
	Iteration 64Q: 3 clusters Score -1.748597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -17485976.000000 Penalty: 5762.432617
	Iteration 65Q: 3 clusters Score -1.748598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109533 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -17485982.000000 Penalty: 5762.432617
	Iteration 66Q: 3 clusters Score -1.748598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109535 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -17485976.000000 Penalty: 5762.432617
	Iteration 67Q: 3 clusters Score -1.748598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17485968.000000 Penalty: 5762.432617
	Iteration 68Q: 3 clusters Score -1.748597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -17485974.000000 Penalty: 5762.432617
	Iteration 69Q: 3 clusters Score -1.748597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -17485974.000000 Penalty: 5762.432617
	Iteration 70Q: 3 clusters Score -1.748597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -17485974.000000 Penalty: 5762.432617
	Iteration 71Q: 3 clusters Score -1.748597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -17485972.000000 Penalty: 5762.432617
	Iteration 72Q: 3 clusters Score -1.748597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -17485982.000000 Penalty: 5762.432617
	Iteration 73Q: 3 clusters Score -1.748598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109580 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -17485972.000000 Penalty: 5762.432617
	Iteration 74Q: 3 clusters Score -1.748597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109588 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -17485978.000000 Penalty: 5762.432617
	Iteration 75Q: 3 clusters Score -1.748598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17485976.000000 Penalty: 5762.432617
	Iteration 76Q: 3 clusters Score -1.748598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109596 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -17485966.000000 Penalty: 5762.432617
	Iteration 77Q: 3 clusters Score -1.748597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109597 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -17485984.000000 Penalty: 5762.432617
	Iteration 78Q: 3 clusters Score -1.748598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -17485980.000000 Penalty: 5762.432617
	Iteration 79Q: 3 clusters Score -1.748598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -17485980.000000 Penalty: 5762.432617
	Iteration 80F: 3 clusters Score -1.748598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17485966.000000 Penalty: 5762.432617
	Iteration 81Q: 3 clusters Score -1.748597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -17485964.000000 Penalty: 5762.432617
	Iteration 82Q: 3 clusters Score -1.748596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109610 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -17485966.000000 Penalty: 5762.432617
	Iteration 83Q: 3 clusters Score -1.748597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -17485966.000000 Penalty: 5762.432617
	Iteration 84Q: 3 clusters Score -1.748597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -17485966.000000 Penalty: 5762.432617
	Iteration 85F: 3 clusters Score -1.748597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -696246.750000 Penalty: 2100.948975
	Iteration 0F: 2 clusters Score -696246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -691862.687500 Penalty: 4201.897949
	Iteration 0F: 3 clusters Score -691862.7 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -692935.375000 Penalty: 4201.897949
	Iteration 1F: 3 clusters Score -692935.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -693165.500000 Penalty: 4201.897949
	Iteration 2F: 3 clusters Score -693165.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -693347.500000 Penalty: 4201.897949
	Iteration 3F: 3 clusters Score -693347.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -693498.437500 Penalty: 4201.897949
	Iteration 4Q: 3 clusters Score -693498.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -693669.062500 Penalty: 4201.897949
	Iteration 5Q: 3 clusters Score -693669.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -693918.812500 Penalty: 4201.897949
	Iteration 6Q: 3 clusters Score -693918.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -694197.500000 Penalty: 4201.897949
	Iteration 7F: 3 clusters Score -694197.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -694468.437500 Penalty: 4201.897949
	Iteration 8F: 3 clusters Score -694468.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -694668.625000 Penalty: 4201.897949
	Iteration 9Q: 3 clusters Score -694668.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -694847.937500 Penalty: 4201.897949
	Iteration 10Q: 3 clusters Score -694847.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -695000.375000 Penalty: 4201.897949
	Iteration 11Q: 3 clusters Score -695000.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -695137.812500 Penalty: 4201.897949
	Iteration 12Q: 3 clusters Score -695137.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -695294.937500 Penalty: 4201.897949
	Iteration 13Q: 3 clusters Score -695294.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -695410.125000 Penalty: 4201.897949
	Iteration 14Q: 3 clusters Score -695410.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -695494.937500 Penalty: 4201.897949
	Iteration 15Q: 3 clusters Score -695494.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -695560.000000 Penalty: 4201.897949
	Iteration 16Q: 3 clusters Score -695560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -695596.625000 Penalty: 4201.897949
	Iteration 17Q: 3 clusters Score -695596.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -695616.687500 Penalty: 4201.897949
	Iteration 18Q: 3 clusters Score -695616.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -695630.250000 Penalty: 4201.897949
	Iteration 19Q: 3 clusters Score -695630.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -695639.875000 Penalty: 4201.897949
	Iteration 20F: 3 clusters Score -695639.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -695643.812500 Penalty: 4201.897949
	Iteration 21Q: 3 clusters Score -695643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -695646.250000 Penalty: 4201.897949
	Iteration 22Q: 3 clusters Score -695646.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -695648.687500 Penalty: 4201.897949
	Iteration 23Q: 3 clusters Score -695648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -695649.312500 Penalty: 4201.897949
	Iteration 24Q: 3 clusters Score -695649.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -695649.125000 Penalty: 4201.897949
	Iteration 25Q: 3 clusters Score -695649.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -695649.812500 Penalty: 4201.897949
	Iteration 26Q: 3 clusters Score -695649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -695649.812500 Penalty: 4201.897949
	Iteration 27F: 3 clusters Score -695649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -565886.437500 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -565886.4 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 1754 members 
Entering Unmasked Estep 
Score: -562296.187500 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -562296.2 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -563135.812500 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -563135.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -563293.437500 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -563293.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -563382.125000 Penalty: 4067.887207
	Iteration 3Q: 3 clusters Score -563382.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -563437.000000 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -563437 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -563470.250000 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -563470.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -563499.250000 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -563499.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -563522.125000 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -563522.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -563538.812500 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -563538.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -563560.187500 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -563560.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -563580.250000 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -563580.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -563600.562500 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -563600.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -563619.750000 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -563619.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -563638.375000 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -563638.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -563654.000000 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -563654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -563666.562500 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -563666.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -563677.250000 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -563677.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -563687.625000 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -563687.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -563696.937500 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -563696.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -563702.625000 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -563702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -563706.812500 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -563706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -563710.187500 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -563710.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -563716.562500 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -563716.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -563721.375000 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -563721.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -563726.937500 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -563726.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -563730.812500 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -563730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -563732.375000 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -563732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -563734.875000 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -563734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -563735.250000 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -563735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -563737.000000 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -563737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -563737.437500 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -563737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -563739.250000 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -563739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -563740.312500 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -563740.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -563740.625000 Penalty: 4067.887207
	Iteration 33Q: 3 clusters Score -563740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -563742.937500 Penalty: 4067.887207
	Iteration 34Q: 3 clusters Score -563742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -563743.500000 Penalty: 4067.887207
	Iteration 35Q: 3 clusters Score -563743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -563744.375000 Penalty: 4067.887207
	Iteration 36Q: 3 clusters Score -563744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -563744.375000 Penalty: 4067.887207
	Iteration 37F: 3 clusters Score -563744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -1350311.625000 Penalty: 2257.510742
	Iteration 0F: 2 clusters Score -1350312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1343353.125000 Penalty: 4515.021484
	Iteration 0F: 3 clusters Score -1343353 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1345347.000000 Penalty: 4515.021484
	Iteration 1F: 3 clusters Score -1345347 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1345634.875000 Penalty: 4515.021484
	Iteration 2F: 3 clusters Score -1345635 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1345840.500000 Penalty: 4515.021484
	Iteration 3Q: 3 clusters Score -1345840 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1346065.625000 Penalty: 4515.021484
	Iteration 4Q: 3 clusters Score -1346066 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1346257.500000 Penalty: 4515.021484
	Iteration 5Q: 3 clusters Score -1346258 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1346435.375000 Penalty: 4515.021484
	Iteration 6Q: 3 clusters Score -1346435 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1346577.750000 Penalty: 4515.021484
	Iteration 7Q: 3 clusters Score -1346578 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1346708.750000 Penalty: 4515.021484
	Iteration 8Q: 3 clusters Score -1346709 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1346865.625000 Penalty: 4515.021484
	Iteration 9Q: 3 clusters Score -1346866 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1347033.375000 Penalty: 4515.021484
	Iteration 10Q: 3 clusters Score -1347033 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1347195.875000 Penalty: 4515.021484
	Iteration 11Q: 3 clusters Score -1347196 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1347379.375000 Penalty: 4515.021484
	Iteration 12Q: 3 clusters Score -1347379 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1347586.000000 Penalty: 4515.021484
	Iteration 13Q: 3 clusters Score -1347586 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1347777.375000 Penalty: 4515.021484
	Iteration 14Q: 3 clusters Score -1347777 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1347937.875000 Penalty: 4515.021484
	Iteration 15Q: 3 clusters Score -1347938 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1348067.250000 Penalty: 4515.021484
	Iteration 16Q: 3 clusters Score -1348067 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1348170.250000 Penalty: 4515.021484
	Iteration 17Q: 3 clusters Score -1348170 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1348254.000000 Penalty: 4515.021484
	Iteration 18Q: 3 clusters Score -1348254 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1348319.250000 Penalty: 4515.021484
	Iteration 19Q: 3 clusters Score -1348319 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1348363.750000 Penalty: 4515.021484
	Iteration 20F: 3 clusters Score -1348364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1348395.250000 Penalty: 4515.021484
	Iteration 21Q: 3 clusters Score -1348395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1348419.875000 Penalty: 4515.021484
	Iteration 22Q: 3 clusters Score -1348420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1348441.875000 Penalty: 4515.021484
	Iteration 23Q: 3 clusters Score -1348442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1348448.875000 Penalty: 4515.021484
	Iteration 24Q: 3 clusters Score -1348449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1348447.875000 Penalty: 4515.021484
	Iteration 25Q: 3 clusters Score -1348448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1348452.250000 Penalty: 4515.021484
	Iteration 26Q: 3 clusters Score -1348452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1348451.000000 Penalty: 4515.021484
	Iteration 27Q: 3 clusters Score -1348451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1348452.875000 Penalty: 4515.021484
	Iteration 28Q: 3 clusters Score -1348453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1348457.125000 Penalty: 4515.021484
	Iteration 29Q: 3 clusters Score -1348457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1348461.875000 Penalty: 4515.021484
	Iteration 30Q: 3 clusters Score -1348462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1348466.875000 Penalty: 4515.021484
	Iteration 31Q: 3 clusters Score -1348467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1348474.625000 Penalty: 4515.021484
	Iteration 32Q: 3 clusters Score -1348475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1348481.750000 Penalty: 4515.021484
	Iteration 33Q: 3 clusters Score -1348482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1348487.625000 Penalty: 4515.021484
	Iteration 34Q: 3 clusters Score -1348488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1348490.875000 Penalty: 4515.021484
	Iteration 35Q: 3 clusters Score -1348491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1348493.875000 Penalty: 4515.021484
	Iteration 36Q: 3 clusters Score -1348494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1348496.125000 Penalty: 4515.021484
	Iteration 37Q: 3 clusters Score -1348496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1348499.250000 Penalty: 4515.021484
	Iteration 38Q: 3 clusters Score -1348499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1348499.250000 Penalty: 4515.021484
	Iteration 39Q: 3 clusters Score -1348499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1348499.250000 Penalty: 4515.021484
	Iteration 40F: 3 clusters Score -1348499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Entering Unmasked Estep 
Score: -1514137.000000 Penalty: 2271.704590
	Iteration 0F: 2 clusters Score -1514137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1506783.500000 Penalty: 4543.409180
	Iteration 0F: 3 clusters Score -1506784 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1508838.750000 Penalty: 4543.409180
	Iteration 1F: 3 clusters Score -1508839 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1509107.125000 Penalty: 4543.409180
	Iteration 2F: 3 clusters Score -1509107 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1509292.375000 Penalty: 4543.409180
	Iteration 3Q: 3 clusters Score -1509292 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1509435.500000 Penalty: 4543.409180
	Iteration 4Q: 3 clusters Score -1509436 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1509575.000000 Penalty: 4543.409180
	Iteration 5Q: 3 clusters Score -1509575 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1509806.750000 Penalty: 4543.409180
	Iteration 6Q: 3 clusters Score -1509807 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1510059.000000 Penalty: 4543.409180
	Iteration 7Q: 3 clusters Score -1510059 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1510295.750000 Penalty: 4543.409180
	Iteration 8Q: 3 clusters Score -1510296 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1510491.375000 Penalty: 4543.409180
	Iteration 9Q: 3 clusters Score -1510491 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1510674.750000 Penalty: 4543.409180
	Iteration 10Q: 3 clusters Score -1510675 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1510823.125000 Penalty: 4543.409180
	Iteration 11Q: 3 clusters Score -1510823 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1510936.875000 Penalty: 4543.409180
	Iteration 12Q: 3 clusters Score -1510937 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1511041.500000 Penalty: 4543.409180
	Iteration 13Q: 3 clusters Score -1511042 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1511124.750000 Penalty: 4543.409180
	Iteration 14Q: 3 clusters Score -1511125 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1511183.125000 Penalty: 4543.409180
	Iteration 15Q: 3 clusters Score -1511183 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1511233.000000 Penalty: 4543.409180
	Iteration 16Q: 3 clusters Score -1511233 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1511271.375000 Penalty: 4543.409180
	Iteration 17Q: 3 clusters Score -1511271 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1511317.125000 Penalty: 4543.409180
	Iteration 18Q: 3 clusters Score -1511317 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1511351.750000 Penalty: 4543.409180
	Iteration 19Q: 3 clusters Score -1511352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1511379.250000 Penalty: 4543.409180
	Iteration 20F: 3 clusters Score -1511379 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1511402.625000 Penalty: 4543.409180
	Iteration 21Q: 3 clusters Score -1511403 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1511443.125000 Penalty: 4543.409180
	Iteration 22Q: 3 clusters Score -1511443 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1511468.625000 Penalty: 4543.409180
	Iteration 23Q: 3 clusters Score -1511469 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1511494.625000 Penalty: 4543.409180
	Iteration 24Q: 3 clusters Score -1511495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1511515.000000 Penalty: 4543.409180
	Iteration 25Q: 3 clusters Score -1511515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1511534.375000 Penalty: 4543.409180
	Iteration 26Q: 3 clusters Score -1511534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1511553.000000 Penalty: 4543.409180
	Iteration 27Q: 3 clusters Score -1511553 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1511570.875000 Penalty: 4543.409180
	Iteration 28Q: 3 clusters Score -1511571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1511586.125000 Penalty: 4543.409180
	Iteration 29Q: 3 clusters Score -1511586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1511603.875000 Penalty: 4543.409180
	Iteration 30Q: 3 clusters Score -1511604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1511611.875000 Penalty: 4543.409180
	Iteration 31Q: 3 clusters Score -1511612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1511625.375000 Penalty: 4543.409180
	Iteration 32Q: 3 clusters Score -1511625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1511641.750000 Penalty: 4543.409180
	Iteration 33Q: 3 clusters Score -1511642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1511673.125000 Penalty: 4543.409180
	Iteration 34Q: 3 clusters Score -1511673 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1511711.500000 Penalty: 4543.409180
	Iteration 35Q: 3 clusters Score -1511712 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1511747.625000 Penalty: 4543.409180
	Iteration 36Q: 3 clusters Score -1511748 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1511785.250000 Penalty: 4543.409180
	Iteration 37Q: 3 clusters Score -1511785 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1511832.000000 Penalty: 4543.409180
	Iteration 38Q: 3 clusters Score -1511832 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1511885.875000 Penalty: 4543.409180
	Iteration 39Q: 3 clusters Score -1511886 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1511942.750000 Penalty: 4543.409180
	Iteration 40F: 3 clusters Score -1511943 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1512002.125000 Penalty: 4543.409180
	Iteration 41Q: 3 clusters Score -1512002 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1512067.125000 Penalty: 4543.409180
	Iteration 42Q: 3 clusters Score -1512067 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1512137.750000 Penalty: 4543.409180
	Iteration 43Q: 3 clusters Score -1512138 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1512211.875000 Penalty: 4543.409180
	Iteration 44Q: 3 clusters Score -1512212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1512275.500000 Penalty: 4543.409180
	Iteration 45Q: 3 clusters Score -1512276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1512331.500000 Penalty: 4543.409180
	Iteration 46Q: 3 clusters Score -1512332 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1512380.375000 Penalty: 4543.409180
	Iteration 47Q: 3 clusters Score -1512380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1512426.875000 Penalty: 4543.409180
	Iteration 48Q: 3 clusters Score -1512427 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1512487.000000 Penalty: 4543.409180
	Iteration 49Q: 3 clusters Score -1512487 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1512538.875000 Penalty: 4543.409180
	Iteration 50Q: 3 clusters Score -1512539 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1512582.000000 Penalty: 4543.409180
	Iteration 51Q: 3 clusters Score -1512582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1512620.500000 Penalty: 4543.409180
	Iteration 52Q: 3 clusters Score -1512620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1512654.125000 Penalty: 4543.409180
	Iteration 53Q: 3 clusters Score -1512654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1512672.375000 Penalty: 4543.409180
	Iteration 54Q: 3 clusters Score -1512672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1512699.750000 Penalty: 4543.409180
	Iteration 55Q: 3 clusters Score -1512700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1512719.875000 Penalty: 4543.409180
	Iteration 56Q: 3 clusters Score -1512720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1512735.500000 Penalty: 4543.409180
	Iteration 57Q: 3 clusters Score -1512736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1512753.250000 Penalty: 4543.409180
	Iteration 58Q: 3 clusters Score -1512753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1512761.625000 Penalty: 4543.409180
	Iteration 59Q: 3 clusters Score -1512762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1512778.125000 Penalty: 4543.409180
	Iteration 60F: 3 clusters Score -1512778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1512791.750000 Penalty: 4543.409180
	Iteration 61Q: 3 clusters Score -1512792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1512796.125000 Penalty: 4543.409180
	Iteration 62Q: 3 clusters Score -1512796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1512803.875000 Penalty: 4543.409180
	Iteration 63Q: 3 clusters Score -1512804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1512811.250000 Penalty: 4543.409180
	Iteration 64Q: 3 clusters Score -1512811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1512813.500000 Penalty: 4543.409180
	Iteration 65Q: 3 clusters Score -1512814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1512814.500000 Penalty: 4543.409180
	Iteration 66Q: 3 clusters Score -1512814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1512823.125000 Penalty: 4543.409180
	Iteration 67Q: 3 clusters Score -1512823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1512828.750000 Penalty: 4543.409180
	Iteration 68Q: 3 clusters Score -1512829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1512832.125000 Penalty: 4543.409180
	Iteration 69Q: 3 clusters Score -1512832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1512836.250000 Penalty: 4543.409180
	Iteration 70Q: 3 clusters Score -1512836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1512839.625000 Penalty: 4543.409180
	Iteration 71Q: 3 clusters Score -1512840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1512842.000000 Penalty: 4543.409180
	Iteration 72Q: 3 clusters Score -1512842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1512843.500000 Penalty: 4543.409180
	Iteration 73Q: 3 clusters Score -1512844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1512847.625000 Penalty: 4543.409180
	Iteration 74Q: 3 clusters Score -1512848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1512852.125000 Penalty: 4543.409180
	Iteration 75Q: 3 clusters Score -1512852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1512854.625000 Penalty: 4543.409180
	Iteration 76Q: 3 clusters Score -1512855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1512854.500000 Penalty: 4543.409180
	Iteration 77Q: 3 clusters Score -1512854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1512853.750000 Penalty: 4543.409180
	Iteration 78Q: 3 clusters Score -1512854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1512856.000000 Penalty: 4543.409180
	Iteration 79Q: 3 clusters Score -1512856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1512856.000000 Penalty: 4543.409180
	Iteration 80F: 3 clusters Score -1512856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Entering Unmasked Estep 
Score: -4461038.000000 Penalty: 2540.808594
	Iteration 0F: 2 clusters Score -4461038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4441581.500000 Penalty: 5081.617188
	Iteration 0F: 3 clusters Score -4441582 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4448543.500000 Penalty: 5081.617188
	Iteration 1F: 3 clusters Score -4448544 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4448979.000000 Penalty: 5081.617188
	Iteration 2Q: 3 clusters Score -4448979 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -4449334.000000 Penalty: 5081.617188
	Iteration 3Q: 3 clusters Score -4449334 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -4449680.000000 Penalty: 5081.617188
	Iteration 4Q: 3 clusters Score -4449680 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -4450003.000000 Penalty: 5081.617188
	Iteration 5Q: 3 clusters Score -4450003 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4450386.500000 Penalty: 5081.617188
	Iteration 6Q: 3 clusters Score -4450386 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4450803.000000 Penalty: 5081.617188
	Iteration 7Q: 3 clusters Score -4450803 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -4451321.500000 Penalty: 5081.617188
	Iteration 8Q: 3 clusters Score -4451322 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4452036.000000 Penalty: 5081.617188
	Iteration 9F: 3 clusters Score -4452036 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4453026.000000 Penalty: 5081.617188
	Iteration 10F: 3 clusters Score -4453026 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4454247.000000 Penalty: 5081.617188
	Iteration 11F: 3 clusters Score -4454247 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4455576.500000 Penalty: 5081.617188
	Iteration 12F: 3 clusters Score -4455576 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4456735.500000 Penalty: 5081.617188
	Iteration 13Q: 3 clusters Score -4456736 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4457589.000000 Penalty: 5081.617188
	Iteration 14Q: 3 clusters Score -4457589 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4458142.500000 Penalty: 5081.617188
	Iteration 15Q: 3 clusters Score -4458142 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -4458528.500000 Penalty: 5081.617188
	Iteration 16Q: 3 clusters Score -4458528 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4458789.000000 Penalty: 5081.617188
	Iteration 17Q: 3 clusters Score -4458789 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4458923.000000 Penalty: 5081.617188
	Iteration 18Q: 3 clusters Score -4458923 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4459023.500000 Penalty: 5081.617188
	Iteration 19Q: 3 clusters Score -4459024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -4459124.000000 Penalty: 5081.617188
	Iteration 20F: 3 clusters Score -4459124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4459185.000000 Penalty: 5081.617188
	Iteration 21Q: 3 clusters Score -4459185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -4459240.000000 Penalty: 5081.617188
	Iteration 22Q: 3 clusters Score -4459240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -4459263.000000 Penalty: 5081.617188
	Iteration 23Q: 3 clusters Score -4459263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4459288.500000 Penalty: 5081.617188
	Iteration 24Q: 3 clusters Score -4459288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -4459310.000000 Penalty: 5081.617188
	Iteration 25Q: 3 clusters Score -4459310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4459327.000000 Penalty: 5081.617188
	Iteration 26Q: 3 clusters Score -4459327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -4459336.000000 Penalty: 5081.617188
	Iteration 27Q: 3 clusters Score -4459336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -4459349.500000 Penalty: 5081.617188
	Iteration 28Q: 3 clusters Score -4459350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4459345.500000 Penalty: 5081.617188
	Iteration 29Q: 3 clusters Score -4459346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4459347.500000 Penalty: 5081.617188
	Iteration 30Q: 3 clusters Score -4459348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -4459346.500000 Penalty: 5081.617188
	Iteration 31Q: 3 clusters Score -4459346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -4459349.500000 Penalty: 5081.617188
	Iteration 32Q: 3 clusters Score -4459350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -4459347.500000 Penalty: 5081.617188
	Iteration 33Q: 3 clusters Score -4459348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -4459351.000000 Penalty: 5081.617188
	Iteration 34Q: 3 clusters Score -4459351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -4459351.000000 Penalty: 5081.617188
	Iteration 35F: 3 clusters Score -4459351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -1463339.875000 Penalty: 2268.740234
	Iteration 0F: 2 clusters Score -1463340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1456044.125000 Penalty: 4537.480469
	Iteration 0F: 3 clusters Score -1456044 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1458037.875000 Penalty: 4537.480469
	Iteration 1F: 3 clusters Score -1458038 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1458285.125000 Penalty: 4537.480469
	Iteration 2F: 3 clusters Score -1458285 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1458455.375000 Penalty: 4537.480469
	Iteration 3Q: 3 clusters Score -1458455 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1458594.125000 Penalty: 4537.480469
	Iteration 4Q: 3 clusters Score -1458594 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1458696.750000 Penalty: 4537.480469
	Iteration 5Q: 3 clusters Score -1458697 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1458774.250000 Penalty: 4537.480469
	Iteration 6Q: 3 clusters Score -1458774 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1458855.000000 Penalty: 4537.480469
	Iteration 7Q: 3 clusters Score -1458855 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1458932.500000 Penalty: 4537.480469
	Iteration 8Q: 3 clusters Score -1458932 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1459003.625000 Penalty: 4537.480469
	Iteration 9Q: 3 clusters Score -1459004 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1459087.500000 Penalty: 4537.480469
	Iteration 10Q: 3 clusters Score -1459088 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1459181.875000 Penalty: 4537.480469
	Iteration 11Q: 3 clusters Score -1459182 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1459294.125000 Penalty: 4537.480469
	Iteration 12Q: 3 clusters Score -1459294 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1459415.125000 Penalty: 4537.480469
	Iteration 13Q: 3 clusters Score -1459415 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1459553.250000 Penalty: 4537.480469
	Iteration 14Q: 3 clusters Score -1459553 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1459721.375000 Penalty: 4537.480469
	Iteration 15Q: 3 clusters Score -1459721 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1459898.125000 Penalty: 4537.480469
	Iteration 16Q: 3 clusters Score -1459898 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1460078.500000 Penalty: 4537.480469
	Iteration 17Q: 3 clusters Score -1460078 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1460267.375000 Penalty: 4537.480469
	Iteration 18Q: 3 clusters Score -1460267 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1460447.500000 Penalty: 4537.480469
	Iteration 19Q: 3 clusters Score -1460448 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1460582.875000 Penalty: 4537.480469
	Iteration 20F: 3 clusters Score -1460583 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1460703.750000 Penalty: 4537.480469
	Iteration 21Q: 3 clusters Score -1460704 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1460828.125000 Penalty: 4537.480469
	Iteration 22Q: 3 clusters Score -1460828 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1460950.375000 Penalty: 4537.480469
	Iteration 23Q: 3 clusters Score -1460950 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1461026.375000 Penalty: 4537.480469
	Iteration 24Q: 3 clusters Score -1461026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1461099.375000 Penalty: 4537.480469
	Iteration 25Q: 3 clusters Score -1461099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1461146.625000 Penalty: 4537.480469
	Iteration 26Q: 3 clusters Score -1461147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1461184.875000 Penalty: 4537.480469
	Iteration 27Q: 3 clusters Score -1461185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1461206.250000 Penalty: 4537.480469
	Iteration 28Q: 3 clusters Score -1461206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1461224.875000 Penalty: 4537.480469
	Iteration 29Q: 3 clusters Score -1461225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1461241.875000 Penalty: 4537.480469
	Iteration 30Q: 3 clusters Score -1461242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1461246.500000 Penalty: 4537.480469
	Iteration 31Q: 3 clusters Score -1461246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1461253.750000 Penalty: 4537.480469
	Iteration 32Q: 3 clusters Score -1461254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1461263.750000 Penalty: 4537.480469
	Iteration 33Q: 3 clusters Score -1461264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1461271.000000 Penalty: 4537.480469
	Iteration 34Q: 3 clusters Score -1461271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1461278.750000 Penalty: 4537.480469
	Iteration 35Q: 3 clusters Score -1461279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1461289.125000 Penalty: 4537.480469
	Iteration 36Q: 3 clusters Score -1461289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1461294.375000 Penalty: 4537.480469
	Iteration 37Q: 3 clusters Score -1461294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1461298.375000 Penalty: 4537.480469
	Iteration 38Q: 3 clusters Score -1461298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1461306.000000 Penalty: 4537.480469
	Iteration 39Q: 3 clusters Score -1461306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1461313.375000 Penalty: 4537.480469
	Iteration 40F: 3 clusters Score -1461313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1461313.625000 Penalty: 4537.480469
	Iteration 41Q: 3 clusters Score -1461314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1461316.625000 Penalty: 4537.480469
	Iteration 42Q: 3 clusters Score -1461317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1461321.875000 Penalty: 4537.480469
	Iteration 43Q: 3 clusters Score -1461322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1461327.500000 Penalty: 4537.480469
	Iteration 44Q: 3 clusters Score -1461328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1461334.500000 Penalty: 4537.480469
	Iteration 45Q: 3 clusters Score -1461334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1461336.875000 Penalty: 4537.480469
	Iteration 46Q: 3 clusters Score -1461337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1461337.875000 Penalty: 4537.480469
	Iteration 47Q: 3 clusters Score -1461338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1461341.875000 Penalty: 4537.480469
	Iteration 48Q: 3 clusters Score -1461342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1461345.375000 Penalty: 4537.480469
	Iteration 49Q: 3 clusters Score -1461345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1461352.500000 Penalty: 4537.480469
	Iteration 50Q: 3 clusters Score -1461352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1461355.375000 Penalty: 4537.480469
	Iteration 51Q: 3 clusters Score -1461355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1461359.625000 Penalty: 4537.480469
	Iteration 52Q: 3 clusters Score -1461360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1461359.250000 Penalty: 4537.480469
	Iteration 53Q: 3 clusters Score -1461359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1461361.875000 Penalty: 4537.480469
	Iteration 54Q: 3 clusters Score -1461362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1461364.750000 Penalty: 4537.480469
	Iteration 55Q: 3 clusters Score -1461365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1461364.750000 Penalty: 4537.480469
	Iteration 56F: 3 clusters Score -1461365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (123295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Entering Unmasked Estep 
Score: -19385606.000000 Penalty: 2907.139160
	Iteration 0F: 2 clusters Score -1.938561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -19307470.000000 Penalty: 5814.278320
	Iteration 0F: 3 clusters Score -1.930747e+07 nChanged 58737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -19340918.000000 Penalty: 5814.278320
	Iteration 1F: 3 clusters Score -1.934092e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 61635 members 
Entering Unmasked Estep 
Score: -19341994.000000 Penalty: 5814.278320
	Iteration 2Q: 3 clusters Score -1.934199e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -19343508.000000 Penalty: 5814.278320
	Iteration 3Q: 3 clusters Score -1.934351e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -19345764.000000 Penalty: 5814.278320
	Iteration 4Q: 3 clusters Score -1.934576e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -19348952.000000 Penalty: 5814.278320
	Iteration 5Q: 3 clusters Score -1.934895e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63775 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -19352858.000000 Penalty: 5814.278320
	Iteration 6F: 3 clusters Score -1.935286e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 58075 members 
Entering Unmasked Estep 
Score: -19358140.000000 Penalty: 5814.278320
	Iteration 7F: 3 clusters Score -1.935814e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -19364132.000000 Penalty: 5814.278320
	Iteration 8F: 3 clusters Score -1.936413e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -19370102.000000 Penalty: 5814.278320
	Iteration 9F: 3 clusters Score -1.93701e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -19373322.000000 Penalty: 5814.278320
	Iteration 10F: 3 clusters Score -1.937332e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -19374686.000000 Penalty: 5814.278320
	Iteration 11Q: 3 clusters Score -1.937469e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -19375282.000000 Penalty: 5814.278320
	Iteration 12Q: 3 clusters Score -1.937528e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -19375764.000000 Penalty: 5814.278320
	Iteration 13Q: 3 clusters Score -1.937576e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72183 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -19376134.000000 Penalty: 5814.278320
	Iteration 14Q: 3 clusters Score -1.937613e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -19376416.000000 Penalty: 5814.278320
	Iteration 15Q: 3 clusters Score -1.937642e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -19376726.000000 Penalty: 5814.278320
	Iteration 16Q: 3 clusters Score -1.937673e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73260 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -19376880.000000 Penalty: 5814.278320
	Iteration 17Q: 3 clusters Score -1.937688e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73550 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -19377122.000000 Penalty: 5814.278320
	Iteration 18Q: 3 clusters Score -1.937712e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -19377268.000000 Penalty: 5814.278320
	Iteration 19Q: 3 clusters Score -1.937727e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -19377358.000000 Penalty: 5814.278320
	Iteration 20F: 3 clusters Score -1.937736e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -19377408.000000 Penalty: 5814.278320
	Iteration 21Q: 3 clusters Score -1.937741e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74383 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -19377484.000000 Penalty: 5814.278320
	Iteration 22Q: 3 clusters Score -1.937748e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -19377576.000000 Penalty: 5814.278320
	Iteration 23Q: 3 clusters Score -1.937758e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -19377624.000000 Penalty: 5814.278320
	Iteration 24Q: 3 clusters Score -1.937762e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -19377686.000000 Penalty: 5814.278320
	Iteration 25Q: 3 clusters Score -1.937769e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -19377718.000000 Penalty: 5814.278320
	Iteration 26Q: 3 clusters Score -1.937772e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -19377800.000000 Penalty: 5814.278320
	Iteration 27Q: 3 clusters Score -1.93778e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -19377792.000000 Penalty: 5814.278320
	Iteration 28Q: 3 clusters Score -1.937779e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -19377764.000000 Penalty: 5814.278320
	Iteration 29Q: 3 clusters Score -1.937776e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -19377750.000000 Penalty: 5814.278320
	Iteration 30Q: 3 clusters Score -1.937775e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -19377784.000000 Penalty: 5814.278320
	Iteration 31Q: 3 clusters Score -1.937778e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -19377820.000000 Penalty: 5814.278320
	Iteration 32Q: 3 clusters Score -1.937782e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -19377820.000000 Penalty: 5814.278320
	Iteration 33Q: 3 clusters Score -1.937782e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -19377828.000000 Penalty: 5814.278320
	Iteration 34Q: 3 clusters Score -1.937783e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -19377826.000000 Penalty: 5814.278320
	Iteration 35Q: 3 clusters Score -1.937783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -19377820.000000 Penalty: 5814.278320
	Iteration 36Q: 3 clusters Score -1.937782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -19377822.000000 Penalty: 5814.278320
	Iteration 37Q: 3 clusters Score -1.937782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -19377834.000000 Penalty: 5814.278320
	Iteration 38Q: 3 clusters Score -1.937783e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -19377844.000000 Penalty: 5814.278320
	Iteration 39Q: 3 clusters Score -1.937784e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -19377852.000000 Penalty: 5814.278320
	Iteration 40F: 3 clusters Score -1.937785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -19377852.000000 Penalty: 5814.278320
	Iteration 41Q: 3 clusters Score -1.937785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -19377882.000000 Penalty: 5814.278320
	Iteration 42Q: 3 clusters Score -1.937788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -19377872.000000 Penalty: 5814.278320
	Iteration 43Q: 3 clusters Score -1.937787e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -19377862.000000 Penalty: 5814.278320
	Iteration 44Q: 3 clusters Score -1.937786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75696 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -19377854.000000 Penalty: 5814.278320
	Iteration 45Q: 3 clusters Score -1.937785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -19377840.000000 Penalty: 5814.278320
	Iteration 46Q: 3 clusters Score -1.937784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -19377828.000000 Penalty: 5814.278320
	Iteration 47Q: 3 clusters Score -1.937783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -19377832.000000 Penalty: 5814.278320
	Iteration 48Q: 3 clusters Score -1.937783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -19377830.000000 Penalty: 5814.278320
	Iteration 49Q: 3 clusters Score -1.937783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75782 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -19377848.000000 Penalty: 5814.278320
	Iteration 50Q: 3 clusters Score -1.937785e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -19377862.000000 Penalty: 5814.278320
	Iteration 51Q: 3 clusters Score -1.937786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -19377862.000000 Penalty: 5814.278320
	Iteration 52Q: 3 clusters Score -1.937786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75812 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -19377878.000000 Penalty: 5814.278320
	Iteration 53Q: 3 clusters Score -1.937788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -19377878.000000 Penalty: 5814.278320
	Iteration 54Q: 3 clusters Score -1.937788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75824 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -19377872.000000 Penalty: 5814.278320
	Iteration 55Q: 3 clusters Score -1.937787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -19377876.000000 Penalty: 5814.278320
	Iteration 56Q: 3 clusters Score -1.937788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -19377882.000000 Penalty: 5814.278320
	Iteration 57Q: 3 clusters Score -1.937788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -19377898.000000 Penalty: 5814.278320
	Iteration 58Q: 3 clusters Score -1.93779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -19377892.000000 Penalty: 5814.278320
	Iteration 59Q: 3 clusters Score -1.937789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -19377910.000000 Penalty: 5814.278320
	Iteration 60F: 3 clusters Score -1.937791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -19377902.000000 Penalty: 5814.278320
	Iteration 61Q: 3 clusters Score -1.93779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -19377892.000000 Penalty: 5814.278320
	Iteration 62Q: 3 clusters Score -1.937789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -19377884.000000 Penalty: 5814.278320
	Iteration 63Q: 3 clusters Score -1.937788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -19377886.000000 Penalty: 5814.278320
	Iteration 64Q: 3 clusters Score -1.937789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -19377864.000000 Penalty: 5814.278320
	Iteration 65Q: 3 clusters Score -1.937786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -19377858.000000 Penalty: 5814.278320
	Iteration 66Q: 3 clusters Score -1.937786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -19377872.000000 Penalty: 5814.278320
	Iteration 67Q: 3 clusters Score -1.937787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -19377868.000000 Penalty: 5814.278320
	Iteration 68Q: 3 clusters Score -1.937787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -19377870.000000 Penalty: 5814.278320
	Iteration 69Q: 3 clusters Score -1.937787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -19377870.000000 Penalty: 5814.278320
	Iteration 70F: 3 clusters Score -1.937787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -257207.218750 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -257207.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -254760.890625 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -254760.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -255140.781250 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -255140.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -255239.000000 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -255239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -255304.781250 Penalty: 3692.927002
	Iteration 3Q: 3 clusters Score -255304.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -255352.062500 Penalty: 3692.927002
	Iteration 4Q: 3 clusters Score -255352.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -255382.953125 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -255383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -255402.781250 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -255402.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -255416.156250 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -255416.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -255429.515625 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -255429.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -255442.843750 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -255442.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -255459.500000 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -255459.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -255471.078125 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -255471.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -255477.062500 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -255477.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -255481.421875 Penalty: 3692.927002
	Iteration 13Q: 3 clusters Score -255481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -255484.484375 Penalty: 3692.927002
	Iteration 14Q: 3 clusters Score -255484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -255484.593750 Penalty: 3692.927002
	Iteration 15Q: 3 clusters Score -255484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -255485.406250 Penalty: 3692.927002
	Iteration 16Q: 3 clusters Score -255485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -255486.328125 Penalty: 3692.927002
	Iteration 17Q: 3 clusters Score -255486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -255487.203125 Penalty: 3692.927002
	Iteration 18Q: 3 clusters Score -255487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -255487.203125 Penalty: 3692.927002
	Iteration 19F: 3 clusters Score -255487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -61401.140625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -61401.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60017.378906 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -60017.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60259.292969 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -60259.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60364.726562 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -60364.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60421.890625 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -60421.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60481.429688 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -60481.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60509.367188 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -60509.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60534.761719 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -60534.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60541.406250 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -60541.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60571.726562 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -60571.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60612.984375 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -60612.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60625.457031 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -60625.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60636.480469 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -60636.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60640.796875 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -60640.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60642.039062 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -60642.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60642.039062 Penalty: 3020.166260
	Iteration 14F: 3 clusters Score -60642.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Entering Unmasked Estep 
Score: -2010372.500000 Penalty: 2351.036621
	Iteration 0F: 2 clusters Score -2010372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2000712.500000 Penalty: 4702.073242
	Iteration 0F: 3 clusters Score -2000712 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2003820.750000 Penalty: 4702.073242
	Iteration 1F: 3 clusters Score -2003821 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2004440.625000 Penalty: 4702.073242
	Iteration 2F: 3 clusters Score -2004441 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2005120.875000 Penalty: 4702.073242
	Iteration 3F: 3 clusters Score -2005121 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -2005920.375000 Penalty: 4702.073242
	Iteration 4F: 3 clusters Score -2005920 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2006686.125000 Penalty: 4702.073242
	Iteration 5F: 3 clusters Score -2006686 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2007354.125000 Penalty: 4702.073242
	Iteration 6F: 3 clusters Score -2007354 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2007780.500000 Penalty: 4702.073242
	Iteration 7F: 3 clusters Score -2007780 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2008032.375000 Penalty: 4702.073242
	Iteration 8Q: 3 clusters Score -2008032 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2008178.750000 Penalty: 4702.073242
	Iteration 9Q: 3 clusters Score -2008179 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2008272.875000 Penalty: 4702.073242
	Iteration 10Q: 3 clusters Score -2008273 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2008317.250000 Penalty: 4702.073242
	Iteration 11Q: 3 clusters Score -2008317 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2008371.375000 Penalty: 4702.073242
	Iteration 12Q: 3 clusters Score -2008371 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2008410.625000 Penalty: 4702.073242
	Iteration 13Q: 3 clusters Score -2008411 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2008451.750000 Penalty: 4702.073242
	Iteration 14Q: 3 clusters Score -2008452 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2008484.625000 Penalty: 4702.073242
	Iteration 15Q: 3 clusters Score -2008485 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2008524.500000 Penalty: 4702.073242
	Iteration 16Q: 3 clusters Score -2008524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2008583.750000 Penalty: 4702.073242
	Iteration 17Q: 3 clusters Score -2008584 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2008653.875000 Penalty: 4702.073242
	Iteration 18Q: 3 clusters Score -2008654 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2008756.750000 Penalty: 4702.073242
	Iteration 19Q: 3 clusters Score -2008757 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2008884.125000 Penalty: 4702.073242
	Iteration 20F: 3 clusters Score -2008884 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2009020.750000 Penalty: 4702.073242
	Iteration 21Q: 3 clusters Score -2009021 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2009155.250000 Penalty: 4702.073242
	Iteration 22Q: 3 clusters Score -2009155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2009263.625000 Penalty: 4702.073242
	Iteration 23Q: 3 clusters Score -2009264 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2009345.375000 Penalty: 4702.073242
	Iteration 24Q: 3 clusters Score -2009345 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2009413.000000 Penalty: 4702.073242
	Iteration 25Q: 3 clusters Score -2009413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2009448.625000 Penalty: 4702.073242
	Iteration 26Q: 3 clusters Score -2009449 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2009466.000000 Penalty: 4702.073242
	Iteration 27Q: 3 clusters Score -2009466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2009483.375000 Penalty: 4702.073242
	Iteration 28Q: 3 clusters Score -2009483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2009504.750000 Penalty: 4702.073242
	Iteration 29Q: 3 clusters Score -2009505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2009522.375000 Penalty: 4702.073242
	Iteration 30Q: 3 clusters Score -2009522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2009533.875000 Penalty: 4702.073242
	Iteration 31Q: 3 clusters Score -2009534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2009543.750000 Penalty: 4702.073242
	Iteration 32Q: 3 clusters Score -2009544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2009562.625000 Penalty: 4702.073242
	Iteration 33Q: 3 clusters Score -2009563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2009579.250000 Penalty: 4702.073242
	Iteration 34Q: 3 clusters Score -2009579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2009592.000000 Penalty: 4702.073242
	Iteration 35Q: 3 clusters Score -2009592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2009615.250000 Penalty: 4702.073242
	Iteration 36Q: 3 clusters Score -2009615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2009635.500000 Penalty: 4702.073242
	Iteration 37Q: 3 clusters Score -2009636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2009644.500000 Penalty: 4702.073242
	Iteration 38Q: 3 clusters Score -2009644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2009658.000000 Penalty: 4702.073242
	Iteration 39Q: 3 clusters Score -2009658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2009673.375000 Penalty: 4702.073242
	Iteration 40F: 3 clusters Score -2009673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2009678.625000 Penalty: 4702.073242
	Iteration 41Q: 3 clusters Score -2009679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2009690.625000 Penalty: 4702.073242
	Iteration 42Q: 3 clusters Score -2009691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2009695.625000 Penalty: 4702.073242
	Iteration 43Q: 3 clusters Score -2009696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2009700.500000 Penalty: 4702.073242
	Iteration 44Q: 3 clusters Score -2009700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2009705.375000 Penalty: 4702.073242
	Iteration 45Q: 3 clusters Score -2009705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2009707.500000 Penalty: 4702.073242
	Iteration 46Q: 3 clusters Score -2009708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2009710.250000 Penalty: 4702.073242
	Iteration 47Q: 3 clusters Score -2009710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2009710.500000 Penalty: 4702.073242
	Iteration 48Q: 3 clusters Score -2009710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2009713.500000 Penalty: 4702.073242
	Iteration 49Q: 3 clusters Score -2009714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2009719.375000 Penalty: 4702.073242
	Iteration 50Q: 3 clusters Score -2009719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2009720.875000 Penalty: 4702.073242
	Iteration 51Q: 3 clusters Score -2009721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2009721.625000 Penalty: 4702.073242
	Iteration 52Q: 3 clusters Score -2009722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2009727.375000 Penalty: 4702.073242
	Iteration 53Q: 3 clusters Score -2009727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2009728.125000 Penalty: 4702.073242
	Iteration 54Q: 3 clusters Score -2009728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2009731.000000 Penalty: 4702.073242
	Iteration 55Q: 3 clusters Score -2009731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2009734.125000 Penalty: 4702.073242
	Iteration 56Q: 3 clusters Score -2009734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2009736.375000 Penalty: 4702.073242
	Iteration 57Q: 3 clusters Score -2009736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2009736.375000 Penalty: 4702.073242
	Iteration 58F: 3 clusters Score -2009736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Entering Unmasked Estep 
Score: -57741.402344 Penalty: 1512.879150
	Iteration 0F: 2 clusters Score -57741.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56338.054688 Penalty: 3025.758301
	Iteration 0F: 3 clusters Score -56338.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56525.828125 Penalty: 3025.758301
	Iteration 1F: 3 clusters Score -56525.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56616.144531 Penalty: 3025.758301
	Iteration 2F: 3 clusters Score -56616.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56697.871094 Penalty: 3025.758301
	Iteration 3F: 3 clusters Score -56697.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56742.945312 Penalty: 3025.758301
	Iteration 4Q: 3 clusters Score -56742.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56774.109375 Penalty: 3025.758301
	Iteration 5Q: 3 clusters Score -56774.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56819.382812 Penalty: 3025.758301
	Iteration 6Q: 3 clusters Score -56819.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -56848.121094 Penalty: 3025.758301
	Iteration 7Q: 3 clusters Score -56848.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56858.058594 Penalty: 3025.758301
	Iteration 8Q: 3 clusters Score -56858.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56868.199219 Penalty: 3025.758301
	Iteration 9Q: 3 clusters Score -56868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56877.964844 Penalty: 3025.758301
	Iteration 10Q: 3 clusters Score -56877.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56878.562500 Penalty: 3025.758301
	Iteration 11Q: 3 clusters Score -56878.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56878.562500 Penalty: 3025.758301
	Iteration 12F: 3 clusters Score -56878.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Entering Unmasked Estep 
Score: -4367391.500000 Penalty: 2542.039062
	Iteration 0F: 2 clusters Score -4367392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4347906.000000 Penalty: 5084.078125
	Iteration 0F: 3 clusters Score -4347906 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4354828.500000 Penalty: 5084.078125
	Iteration 1F: 3 clusters Score -4354828 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -4355229.500000 Penalty: 5084.078125
	Iteration 2Q: 3 clusters Score -4355230 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4355568.000000 Penalty: 5084.078125
	Iteration 3Q: 3 clusters Score -4355568 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -4355918.500000 Penalty: 5084.078125
	Iteration 4Q: 3 clusters Score -4355918 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4356253.500000 Penalty: 5084.078125
	Iteration 5Q: 3 clusters Score -4356254 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4356601.500000 Penalty: 5084.078125
	Iteration 6Q: 3 clusters Score -4356602 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -4356980.000000 Penalty: 5084.078125
	Iteration 7Q: 3 clusters Score -4356980 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -4357392.000000 Penalty: 5084.078125
	Iteration 8Q: 3 clusters Score -4357392 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4357844.000000 Penalty: 5084.078125
	Iteration 9Q: 3 clusters Score -4357844 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4358365.000000 Penalty: 5084.078125
	Iteration 10Q: 3 clusters Score -4358365 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4359027.000000 Penalty: 5084.078125
	Iteration 11Q: 3 clusters Score -4359027 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -4359856.000000 Penalty: 5084.078125
	Iteration 12Q: 3 clusters Score -4359856 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4360830.000000 Penalty: 5084.078125
	Iteration 13Q: 3 clusters Score -4360830 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4361831.000000 Penalty: 5084.078125
	Iteration 14Q: 3 clusters Score -4361831 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4362628.500000 Penalty: 5084.078125
	Iteration 15Q: 3 clusters Score -4362628 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -4363273.500000 Penalty: 5084.078125
	Iteration 16Q: 3 clusters Score -4363274 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4363715.500000 Penalty: 5084.078125
	Iteration 17Q: 3 clusters Score -4363716 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -4363998.500000 Penalty: 5084.078125
	Iteration 18Q: 3 clusters Score -4363998 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4364204.000000 Penalty: 5084.078125
	Iteration 19Q: 3 clusters Score -4364204 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4364339.000000 Penalty: 5084.078125
	Iteration 20F: 3 clusters Score -4364339 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -4364475.500000 Penalty: 5084.078125
	Iteration 21Q: 3 clusters Score -4364476 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4364570.500000 Penalty: 5084.078125
	Iteration 22Q: 3 clusters Score -4364570 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -4364648.000000 Penalty: 5084.078125
	Iteration 23Q: 3 clusters Score -4364648 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4364696.500000 Penalty: 5084.078125
	Iteration 24Q: 3 clusters Score -4364696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -4364779.500000 Penalty: 5084.078125
	Iteration 25Q: 3 clusters Score -4364780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -4364847.000000 Penalty: 5084.078125
	Iteration 26Q: 3 clusters Score -4364847 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4364917.500000 Penalty: 5084.078125
	Iteration 27Q: 3 clusters Score -4364918 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -4364973.500000 Penalty: 5084.078125
	Iteration 28Q: 3 clusters Score -4364974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4365020.500000 Penalty: 5084.078125
	Iteration 29Q: 3 clusters Score -4365020 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4365070.500000 Penalty: 5084.078125
	Iteration 30Q: 3 clusters Score -4365070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -4365105.500000 Penalty: 5084.078125
	Iteration 31Q: 3 clusters Score -4365106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4365126.000000 Penalty: 5084.078125
	Iteration 32Q: 3 clusters Score -4365126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -4365142.500000 Penalty: 5084.078125
	Iteration 33Q: 3 clusters Score -4365142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -4365159.500000 Penalty: 5084.078125
	Iteration 34Q: 3 clusters Score -4365160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -4365166.000000 Penalty: 5084.078125
	Iteration 35Q: 3 clusters Score -4365166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4365175.500000 Penalty: 5084.078125
	Iteration 36Q: 3 clusters Score -4365176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -4365182.500000 Penalty: 5084.078125
	Iteration 37Q: 3 clusters Score -4365182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4365191.000000 Penalty: 5084.078125
	Iteration 38Q: 3 clusters Score -4365191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4365207.000000 Penalty: 5084.078125
	Iteration 39Q: 3 clusters Score -4365207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4365227.000000 Penalty: 5084.078125
	Iteration 40F: 3 clusters Score -4365227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4365233.000000 Penalty: 5084.078125
	Iteration 41Q: 3 clusters Score -4365233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -4365244.000000 Penalty: 5084.078125
	Iteration 42Q: 3 clusters Score -4365244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -4365237.500000 Penalty: 5084.078125
	Iteration 43Q: 3 clusters Score -4365238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -4365246.000000 Penalty: 5084.078125
	Iteration 44Q: 3 clusters Score -4365246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -4365252.000000 Penalty: 5084.078125
	Iteration 45Q: 3 clusters Score -4365252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4365252.500000 Penalty: 5084.078125
	Iteration 46Q: 3 clusters Score -4365252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -4365254.500000 Penalty: 5084.078125
	Iteration 47Q: 3 clusters Score -4365254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4365262.000000 Penalty: 5084.078125
	Iteration 48Q: 3 clusters Score -4365262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4365264.500000 Penalty: 5084.078125
	Iteration 49Q: 3 clusters Score -4365264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -4365261.000000 Penalty: 5084.078125
	Iteration 50Q: 3 clusters Score -4365261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4365263.500000 Penalty: 5084.078125
	Iteration 51Q: 3 clusters Score -4365264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -4365263.500000 Penalty: 5084.078125
	Iteration 52Q: 3 clusters Score -4365264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4365264.500000 Penalty: 5084.078125
	Iteration 53Q: 3 clusters Score -4365264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -4365261.000000 Penalty: 5084.078125
	Iteration 54Q: 3 clusters Score -4365261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -4365261.000000 Penalty: 5084.078125
	Iteration 55F: 3 clusters Score -4365261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -967159.062500 Penalty: 2173.019775
	Iteration 0F: 2 clusters Score -967159.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -961766.687500 Penalty: 4346.039551
	Iteration 0F: 3 clusters Score -961766.7 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -963189.500000 Penalty: 4346.039551
	Iteration 1F: 3 clusters Score -963189.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -963552.187500 Penalty: 4346.039551
	Iteration 2F: 3 clusters Score -963552.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -963917.125000 Penalty: 4346.039551
	Iteration 3F: 3 clusters Score -963917.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -964268.687500 Penalty: 4346.039551
	Iteration 4F: 3 clusters Score -964268.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -964566.250000 Penalty: 4346.039551
	Iteration 5F: 3 clusters Score -964566.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -964836.062500 Penalty: 4346.039551
	Iteration 6F: 3 clusters Score -964836.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -965093.812500 Penalty: 4346.039551
	Iteration 7Q: 3 clusters Score -965093.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -965301.687500 Penalty: 4346.039551
	Iteration 8Q: 3 clusters Score -965301.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -965425.875000 Penalty: 4346.039551
	Iteration 9Q: 3 clusters Score -965425.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -965519.812500 Penalty: 4346.039551
	Iteration 10Q: 3 clusters Score -965519.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -965597.437500 Penalty: 4346.039551
	Iteration 11Q: 3 clusters Score -965597.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -965658.625000 Penalty: 4346.039551
	Iteration 12Q: 3 clusters Score -965658.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -965699.375000 Penalty: 4346.039551
	Iteration 13Q: 3 clusters Score -965699.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -965732.437500 Penalty: 4346.039551
	Iteration 14Q: 3 clusters Score -965732.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -965761.125000 Penalty: 4346.039551
	Iteration 15Q: 3 clusters Score -965761.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -965778.812500 Penalty: 4346.039551
	Iteration 16Q: 3 clusters Score -965778.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -965794.937500 Penalty: 4346.039551
	Iteration 17Q: 3 clusters Score -965794.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -965811.312500 Penalty: 4346.039551
	Iteration 18Q: 3 clusters Score -965811.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -965825.562500 Penalty: 4346.039551
	Iteration 19Q: 3 clusters Score -965825.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -965830.562500 Penalty: 4346.039551
	Iteration 20F: 3 clusters Score -965830.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -965839.437500 Penalty: 4346.039551
	Iteration 21Q: 3 clusters Score -965839.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -965843.750000 Penalty: 4346.039551
	Iteration 22Q: 3 clusters Score -965843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -965847.125000 Penalty: 4346.039551
	Iteration 23Q: 3 clusters Score -965847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -965848.812500 Penalty: 4346.039551
	Iteration 24Q: 3 clusters Score -965848.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -965850.750000 Penalty: 4346.039551
	Iteration 25Q: 3 clusters Score -965850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -965851.875000 Penalty: 4346.039551
	Iteration 26Q: 3 clusters Score -965851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -965852.437500 Penalty: 4346.039551
	Iteration 27Q: 3 clusters Score -965852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -965852.937500 Penalty: 4346.039551
	Iteration 28Q: 3 clusters Score -965852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -965852.937500 Penalty: 4346.039551
	Iteration 29F: 3 clusters Score -965852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -415651.031250 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -415651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -412524.406250 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -412524.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -413352.500000 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -413352.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -413647.218750 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -413647.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -413803.781250 Penalty: 3939.587891
	Iteration 3F: 3 clusters Score -413803.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -413919.593750 Penalty: 3939.587891
	Iteration 4Q: 3 clusters Score -413919.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -414008.687500 Penalty: 3939.587891
	Iteration 5Q: 3 clusters Score -414008.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -414068.406250 Penalty: 3939.587891
	Iteration 6Q: 3 clusters Score -414068.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -414120.000000 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -414120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -414162.718750 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -414162.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -414190.218750 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -414190.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -414214.562500 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -414214.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -414237.000000 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -414237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -414257.218750 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -414257.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -414291.937500 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -414291.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -414326.781250 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -414326.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -414357.593750 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -414357.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -414375.468750 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -414375.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -414390.125000 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -414390.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -414403.968750 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -414404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -414420.812500 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -414420.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -414428.031250 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -414428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -414434.562500 Penalty: 3939.587891
	Iteration 21Q: 3 clusters Score -414434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -414439.625000 Penalty: 3939.587891
	Iteration 22Q: 3 clusters Score -414439.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -414444.281250 Penalty: 3939.587891
	Iteration 23Q: 3 clusters Score -414444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -414445.875000 Penalty: 3939.587891
	Iteration 24Q: 3 clusters Score -414445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -414450.062500 Penalty: 3939.587891
	Iteration 25Q: 3 clusters Score -414450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -414458.781250 Penalty: 3939.587891
	Iteration 26Q: 3 clusters Score -414458.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -414475.156250 Penalty: 3939.587891
	Iteration 27Q: 3 clusters Score -414475.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -414496.437500 Penalty: 3939.587891
	Iteration 28Q: 3 clusters Score -414496.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -414519.843750 Penalty: 3939.587891
	Iteration 29Q: 3 clusters Score -414519.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -414550.500000 Penalty: 3939.587891
	Iteration 30Q: 3 clusters Score -414550.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -414601.625000 Penalty: 3939.587891
	Iteration 31Q: 3 clusters Score -414601.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -414674.718750 Penalty: 3939.587891
	Iteration 32Q: 3 clusters Score -414674.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -414784.906250 Penalty: 3939.587891
	Iteration 33Q: 3 clusters Score -414784.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -414927.312500 Penalty: 3939.587891
	Iteration 34Q: 3 clusters Score -414927.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -415051.343750 Penalty: 3939.587891
	Iteration 35Q: 3 clusters Score -415051.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -415159.406250 Penalty: 3939.587891
	Iteration 36Q: 3 clusters Score -415159.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -415240.468750 Penalty: 3939.587891
	Iteration 37Q: 3 clusters Score -415240.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415280.250000 Penalty: 3939.587891
	Iteration 38Q: 3 clusters Score -415280.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -415315.656250 Penalty: 3939.587891
	Iteration 39Q: 3 clusters Score -415315.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -415333.875000 Penalty: 3939.587891
	Iteration 40F: 3 clusters Score -415333.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -415348.656250 Penalty: 3939.587891
	Iteration 41Q: 3 clusters Score -415348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -415352.687500 Penalty: 3939.587891
	Iteration 42Q: 3 clusters Score -415352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -415354.062500 Penalty: 3939.587891
	Iteration 43Q: 3 clusters Score -415354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -415354.937500 Penalty: 3939.587891
	Iteration 44Q: 3 clusters Score -415354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -415357.000000 Penalty: 3939.587891
	Iteration 45Q: 3 clusters Score -415357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -415359.031250 Penalty: 3939.587891
	Iteration 46Q: 3 clusters Score -415359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -415359.187500 Penalty: 3939.587891
	Iteration 47Q: 3 clusters Score -415359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -415359.187500 Penalty: 3939.587891
	Iteration 48F: 3 clusters Score -415359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -284962.312500 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -284962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -282447.406250 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -282447.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -282839.687500 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -282839.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -282943.906250 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -282943.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -283021.718750 Penalty: 3718.339600
	Iteration 3Q: 3 clusters Score -283021.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -283066.875000 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -283066.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -283097.218750 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -283097.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -283114.718750 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -283114.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -283132.031250 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -283132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -283140.250000 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -283140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -283145.625000 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -283145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -283150.093750 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -283150.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -283162.093750 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -283162.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -283169.218750 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -283169.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -283178.875000 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -283178.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -283184.500000 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -283184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -283184.875000 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -283184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -283185.843750 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -283185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -283188.781250 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -283188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -283192.156250 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -283192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -283194.343750 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -283194.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -283194.343750 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -283194.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Entering Unmasked Estep 
Score: -3052389.000000 Penalty: 2450.357910
	Iteration 0F: 2 clusters Score -3052389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3038744.250000 Penalty: 4900.715820
	Iteration 0F: 3 clusters Score -3038744 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -3043158.500000 Penalty: 4900.715820
	Iteration 1F: 3 clusters Score -3043158 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3043510.000000 Penalty: 4900.715820
	Iteration 2F: 3 clusters Score -3043510 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3043813.000000 Penalty: 4900.715820
	Iteration 3Q: 3 clusters Score -3043813 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3044029.500000 Penalty: 4900.715820
	Iteration 4Q: 3 clusters Score -3044030 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3044194.000000 Penalty: 4900.715820
	Iteration 5Q: 3 clusters Score -3044194 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3044364.500000 Penalty: 4900.715820
	Iteration 6Q: 3 clusters Score -3044364 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3044529.500000 Penalty: 4900.715820
	Iteration 7Q: 3 clusters Score -3044530 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3044719.750000 Penalty: 4900.715820
	Iteration 8Q: 3 clusters Score -3044720 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3044965.000000 Penalty: 4900.715820
	Iteration 9Q: 3 clusters Score -3044965 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -3045267.000000 Penalty: 4900.715820
	Iteration 10Q: 3 clusters Score -3045267 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3045680.250000 Penalty: 4900.715820
	Iteration 11Q: 3 clusters Score -3045680 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3046149.250000 Penalty: 4900.715820
	Iteration 12Q: 3 clusters Score -3046149 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3046712.750000 Penalty: 4900.715820
	Iteration 13Q: 3 clusters Score -3046713 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3047390.750000 Penalty: 4900.715820
	Iteration 14F: 3 clusters Score -3047391 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3048115.750000 Penalty: 4900.715820
	Iteration 15F: 3 clusters Score -3048116 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3048866.250000 Penalty: 4900.715820
	Iteration 16Q: 3 clusters Score -3048866 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3049594.500000 Penalty: 4900.715820
	Iteration 17Q: 3 clusters Score -3049594 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3050213.250000 Penalty: 4900.715820
	Iteration 18Q: 3 clusters Score -3050213 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3050649.250000 Penalty: 4900.715820
	Iteration 19Q: 3 clusters Score -3050649 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3050949.000000 Penalty: 4900.715820
	Iteration 20F: 3 clusters Score -3050949 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3051118.250000 Penalty: 4900.715820
	Iteration 21Q: 3 clusters Score -3051118 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3051230.250000 Penalty: 4900.715820
	Iteration 22Q: 3 clusters Score -3051230 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3051295.250000 Penalty: 4900.715820
	Iteration 23Q: 3 clusters Score -3051295 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3051339.000000 Penalty: 4900.715820
	Iteration 24Q: 3 clusters Score -3051339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3051376.250000 Penalty: 4900.715820
	Iteration 25Q: 3 clusters Score -3051376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3051410.500000 Penalty: 4900.715820
	Iteration 26Q: 3 clusters Score -3051410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3051436.250000 Penalty: 4900.715820
	Iteration 27Q: 3 clusters Score -3051436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3051458.500000 Penalty: 4900.715820
	Iteration 28Q: 3 clusters Score -3051458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3051469.500000 Penalty: 4900.715820
	Iteration 29Q: 3 clusters Score -3051470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3051483.000000 Penalty: 4900.715820
	Iteration 30Q: 3 clusters Score -3051483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3051493.000000 Penalty: 4900.715820
	Iteration 31Q: 3 clusters Score -3051493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3051503.000000 Penalty: 4900.715820
	Iteration 32Q: 3 clusters Score -3051503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3051496.750000 Penalty: 4900.715820
	Iteration 33Q: 3 clusters Score -3051497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3051502.000000 Penalty: 4900.715820
	Iteration 34Q: 3 clusters Score -3051502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3051506.000000 Penalty: 4900.715820
	Iteration 35Q: 3 clusters Score -3051506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3051506.750000 Penalty: 4900.715820
	Iteration 36Q: 3 clusters Score -3051507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3051508.500000 Penalty: 4900.715820
	Iteration 37Q: 3 clusters Score -3051508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3051506.000000 Penalty: 4900.715820
	Iteration 38Q: 3 clusters Score -3051506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3051508.000000 Penalty: 4900.715820
	Iteration 39Q: 3 clusters Score -3051508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3051510.000000 Penalty: 4900.715820
	Iteration 40F: 3 clusters Score -3051510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3051508.500000 Penalty: 4900.715820
	Iteration 41Q: 3 clusters Score -3051508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3051512.250000 Penalty: 4900.715820
	Iteration 42Q: 3 clusters Score -3051512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3051512.250000 Penalty: 4900.715820
	Iteration 43Q: 3 clusters Score -3051512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3051511.250000 Penalty: 4900.715820
	Iteration 44Q: 3 clusters Score -3051511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3051513.250000 Penalty: 4900.715820
	Iteration 45Q: 3 clusters Score -3051513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3051517.000000 Penalty: 4900.715820
	Iteration 46Q: 3 clusters Score -3051517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3051515.000000 Penalty: 4900.715820
	Iteration 47Q: 3 clusters Score -3051515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3051515.000000 Penalty: 4900.715820
	Iteration 48F: 3 clusters Score -3051515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Entering Unmasked Estep 
Score: -5359481.500000 Penalty: 2591.877197
	Iteration 0F: 2 clusters Score -5359482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5335968.000000 Penalty: 5183.754395
	Iteration 0F: 3 clusters Score -5335968 nChanged 15623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -5344582.000000 Penalty: 5183.754395
	Iteration 1F: 3 clusters Score -5344582 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5345086.500000 Penalty: 5183.754395
	Iteration 2Q: 3 clusters Score -5345086 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -5345563.000000 Penalty: 5183.754395
	Iteration 3Q: 3 clusters Score -5345563 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -5345976.500000 Penalty: 5183.754395
	Iteration 4Q: 3 clusters Score -5345976 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -5346368.500000 Penalty: 5183.754395
	Iteration 5Q: 3 clusters Score -5346368 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -5346746.500000 Penalty: 5183.754395
	Iteration 6Q: 3 clusters Score -5346746 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5347159.000000 Penalty: 5183.754395
	Iteration 7Q: 3 clusters Score -5347159 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -5347592.500000 Penalty: 5183.754395
	Iteration 8Q: 3 clusters Score -5347592 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5348037.000000 Penalty: 5183.754395
	Iteration 9Q: 3 clusters Score -5348037 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -5348463.000000 Penalty: 5183.754395
	Iteration 10Q: 3 clusters Score -5348463 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5348930.000000 Penalty: 5183.754395
	Iteration 11Q: 3 clusters Score -5348930 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -5349316.000000 Penalty: 5183.754395
	Iteration 12Q: 3 clusters Score -5349316 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -5349684.000000 Penalty: 5183.754395
	Iteration 13Q: 3 clusters Score -5349684 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5350008.000000 Penalty: 5183.754395
	Iteration 14Q: 3 clusters Score -5350008 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -5350332.000000 Penalty: 5183.754395
	Iteration 15Q: 3 clusters Score -5350332 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5350603.000000 Penalty: 5183.754395
	Iteration 16Q: 3 clusters Score -5350603 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5350949.500000 Penalty: 5183.754395
	Iteration 17Q: 3 clusters Score -5350950 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -5351274.500000 Penalty: 5183.754395
	Iteration 18Q: 3 clusters Score -5351274 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5351657.500000 Penalty: 5183.754395
	Iteration 19Q: 3 clusters Score -5351658 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -5352045.000000 Penalty: 5183.754395
	Iteration 20F: 3 clusters Score -5352045 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -5352472.500000 Penalty: 5183.754395
	Iteration 21Q: 3 clusters Score -5352472 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -5352929.000000 Penalty: 5183.754395
	Iteration 22Q: 3 clusters Score -5352929 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -5353396.500000 Penalty: 5183.754395
	Iteration 23Q: 3 clusters Score -5353396 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -5353868.000000 Penalty: 5183.754395
	Iteration 24Q: 3 clusters Score -5353868 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5354430.500000 Penalty: 5183.754395
	Iteration 25Q: 3 clusters Score -5354430 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5354929.000000 Penalty: 5183.754395
	Iteration 26Q: 3 clusters Score -5354929 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5355380.500000 Penalty: 5183.754395
	Iteration 27Q: 3 clusters Score -5355380 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5355790.000000 Penalty: 5183.754395
	Iteration 28Q: 3 clusters Score -5355790 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5356139.000000 Penalty: 5183.754395
	Iteration 29Q: 3 clusters Score -5356139 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5356458.500000 Penalty: 5183.754395
	Iteration 30Q: 3 clusters Score -5356458 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5356664.000000 Penalty: 5183.754395
	Iteration 31Q: 3 clusters Score -5356664 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5356795.000000 Penalty: 5183.754395
	Iteration 32Q: 3 clusters Score -5356795 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5356907.500000 Penalty: 5183.754395
	Iteration 33Q: 3 clusters Score -5356908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5356995.000000 Penalty: 5183.754395
	Iteration 34Q: 3 clusters Score -5356995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5357063.000000 Penalty: 5183.754395
	Iteration 35Q: 3 clusters Score -5357063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5357100.500000 Penalty: 5183.754395
	Iteration 36Q: 3 clusters Score -5357100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5357131.500000 Penalty: 5183.754395
	Iteration 37Q: 3 clusters Score -5357132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5357137.500000 Penalty: 5183.754395
	Iteration 38Q: 3 clusters Score -5357138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5357155.000000 Penalty: 5183.754395
	Iteration 39Q: 3 clusters Score -5357155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5357166.500000 Penalty: 5183.754395
	Iteration 40F: 3 clusters Score -5357166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5357174.500000 Penalty: 5183.754395
	Iteration 41Q: 3 clusters Score -5357174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5357176.500000 Penalty: 5183.754395
	Iteration 42Q: 3 clusters Score -5357176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5357180.500000 Penalty: 5183.754395
	Iteration 43Q: 3 clusters Score -5357180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5357191.500000 Penalty: 5183.754395
	Iteration 44Q: 3 clusters Score -5357192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5357200.000000 Penalty: 5183.754395
	Iteration 45Q: 3 clusters Score -5357200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5357211.000000 Penalty: 5183.754395
	Iteration 46Q: 3 clusters Score -5357211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5357213.000000 Penalty: 5183.754395
	Iteration 47Q: 3 clusters Score -5357213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5357218.500000 Penalty: 5183.754395
	Iteration 48Q: 3 clusters Score -5357218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5357222.500000 Penalty: 5183.754395
	Iteration 49Q: 3 clusters Score -5357222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5357222.000000 Penalty: 5183.754395
	Iteration 50Q: 3 clusters Score -5357222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5357228.000000 Penalty: 5183.754395
	Iteration 51Q: 3 clusters Score -5357228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5357234.000000 Penalty: 5183.754395
	Iteration 52Q: 3 clusters Score -5357234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5357232.000000 Penalty: 5183.754395
	Iteration 53Q: 3 clusters Score -5357232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5357234.000000 Penalty: 5183.754395
	Iteration 54Q: 3 clusters Score -5357234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5357239.500000 Penalty: 5183.754395
	Iteration 55Q: 3 clusters Score -5357240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5357240.000000 Penalty: 5183.754395
	Iteration 56Q: 3 clusters Score -5357240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5357246.500000 Penalty: 5183.754395
	Iteration 57Q: 3 clusters Score -5357246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5357246.500000 Penalty: 5183.754395
	Iteration 58F: 3 clusters Score -5357246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -1051442.875000 Penalty: 2183.323730
	Iteration 0F: 2 clusters Score -1051443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1045857.562500 Penalty: 4366.647461
	Iteration 0F: 3 clusters Score -1045858 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1047289.750000 Penalty: 4366.647461
	Iteration 1F: 3 clusters Score -1047290 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1047536.625000 Penalty: 4366.647461
	Iteration 2F: 3 clusters Score -1047537 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1047705.187500 Penalty: 4366.647461
	Iteration 3F: 3 clusters Score -1047705 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1047843.312500 Penalty: 4366.647461
	Iteration 4Q: 3 clusters Score -1047843 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1047948.187500 Penalty: 4366.647461
	Iteration 5Q: 3 clusters Score -1047948 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1048026.000000 Penalty: 4366.647461
	Iteration 6Q: 3 clusters Score -1048026 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1048094.937500 Penalty: 4366.647461
	Iteration 7Q: 3 clusters Score -1048095 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1048158.062500 Penalty: 4366.647461
	Iteration 8Q: 3 clusters Score -1048158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1048210.000000 Penalty: 4366.647461
	Iteration 9Q: 3 clusters Score -1048210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1048280.375000 Penalty: 4366.647461
	Iteration 10Q: 3 clusters Score -1048280 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1048363.062500 Penalty: 4366.647461
	Iteration 11Q: 3 clusters Score -1048363 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1048480.937500 Penalty: 4366.647461
	Iteration 12Q: 3 clusters Score -1048481 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1048608.125000 Penalty: 4366.647461
	Iteration 13Q: 3 clusters Score -1048608 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1048756.750000 Penalty: 4366.647461
	Iteration 14Q: 3 clusters Score -1048757 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1048904.875000 Penalty: 4366.647461
	Iteration 15Q: 3 clusters Score -1048905 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1049065.375000 Penalty: 4366.647461
	Iteration 16Q: 3 clusters Score -1049065 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1049207.500000 Penalty: 4366.647461
	Iteration 17Q: 3 clusters Score -1049208 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1049323.750000 Penalty: 4366.647461
	Iteration 18Q: 3 clusters Score -1049324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1049417.875000 Penalty: 4366.647461
	Iteration 19Q: 3 clusters Score -1049418 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1049494.250000 Penalty: 4366.647461
	Iteration 20F: 3 clusters Score -1049494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1049541.375000 Penalty: 4366.647461
	Iteration 21Q: 3 clusters Score -1049541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1049577.375000 Penalty: 4366.647461
	Iteration 22Q: 3 clusters Score -1049577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1049596.375000 Penalty: 4366.647461
	Iteration 23Q: 3 clusters Score -1049596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1049612.375000 Penalty: 4366.647461
	Iteration 24Q: 3 clusters Score -1049612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1049630.750000 Penalty: 4366.647461
	Iteration 25Q: 3 clusters Score -1049631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1049643.875000 Penalty: 4366.647461
	Iteration 26Q: 3 clusters Score -1049644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1049650.875000 Penalty: 4366.647461
	Iteration 27Q: 3 clusters Score -1049651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1049663.000000 Penalty: 4366.647461
	Iteration 28Q: 3 clusters Score -1049663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1049679.375000 Penalty: 4366.647461
	Iteration 29Q: 3 clusters Score -1049679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1049698.375000 Penalty: 4366.647461
	Iteration 30Q: 3 clusters Score -1049698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1049711.375000 Penalty: 4366.647461
	Iteration 31Q: 3 clusters Score -1049711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1049717.125000 Penalty: 4366.647461
	Iteration 32Q: 3 clusters Score -1049717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1049722.750000 Penalty: 4366.647461
	Iteration 33Q: 3 clusters Score -1049723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1049730.000000 Penalty: 4366.647461
	Iteration 34Q: 3 clusters Score -1049730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1049732.750000 Penalty: 4366.647461
	Iteration 35Q: 3 clusters Score -1049733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1049736.875000 Penalty: 4366.647461
	Iteration 36Q: 3 clusters Score -1049737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1049737.375000 Penalty: 4366.647461
	Iteration 37Q: 3 clusters Score -1049737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1049737.375000 Penalty: 4366.647461
	Iteration 38Q: 3 clusters Score -1049737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1049743.125000 Penalty: 4366.647461
	Iteration 39Q: 3 clusters Score -1049743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1049745.500000 Penalty: 4366.647461
	Iteration 40F: 3 clusters Score -1049746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1049746.750000 Penalty: 4366.647461
	Iteration 41Q: 3 clusters Score -1049747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1049746.625000 Penalty: 4366.647461
	Iteration 42Q: 3 clusters Score -1049747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1049746.875000 Penalty: 4366.647461
	Iteration 43Q: 3 clusters Score -1049747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1049746.875000 Penalty: 4366.647461
	Iteration 44F: 3 clusters Score -1049747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Entering Unmasked Estep 
Score: -2115460.750000 Penalty: 2357.541016
	Iteration 0F: 2 clusters Score -2115461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2105628.000000 Penalty: 4715.082031
	Iteration 0F: 3 clusters Score -2105628 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -2108720.750000 Penalty: 4715.082031
	Iteration 1F: 3 clusters Score -2108721 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2109055.500000 Penalty: 4715.082031
	Iteration 2F: 3 clusters Score -2109056 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2109334.250000 Penalty: 4715.082031
	Iteration 3Q: 3 clusters Score -2109334 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2109580.250000 Penalty: 4715.082031
	Iteration 4Q: 3 clusters Score -2109580 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2109844.500000 Penalty: 4715.082031
	Iteration 5Q: 3 clusters Score -2109844 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2110119.000000 Penalty: 4715.082031
	Iteration 6Q: 3 clusters Score -2110119 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2110441.500000 Penalty: 4715.082031
	Iteration 7Q: 3 clusters Score -2110442 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2110784.500000 Penalty: 4715.082031
	Iteration 8Q: 3 clusters Score -2110784 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2111167.000000 Penalty: 4715.082031
	Iteration 9Q: 3 clusters Score -2111167 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2111579.250000 Penalty: 4715.082031
	Iteration 10Q: 3 clusters Score -2111579 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2112012.500000 Penalty: 4715.082031
	Iteration 11Q: 3 clusters Score -2112012 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2112390.250000 Penalty: 4715.082031
	Iteration 12Q: 3 clusters Score -2112390 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2112671.750000 Penalty: 4715.082031
	Iteration 13Q: 3 clusters Score -2112672 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2112870.500000 Penalty: 4715.082031
	Iteration 14Q: 3 clusters Score -2112870 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2113029.750000 Penalty: 4715.082031
	Iteration 15Q: 3 clusters Score -2113030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2113146.750000 Penalty: 4715.082031
	Iteration 16Q: 3 clusters Score -2113147 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2113229.250000 Penalty: 4715.082031
	Iteration 17Q: 3 clusters Score -2113229 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2113293.000000 Penalty: 4715.082031
	Iteration 18Q: 3 clusters Score -2113293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2113329.000000 Penalty: 4715.082031
	Iteration 19Q: 3 clusters Score -2113329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2113349.000000 Penalty: 4715.082031
	Iteration 20F: 3 clusters Score -2113349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2113362.500000 Penalty: 4715.082031
	Iteration 21Q: 3 clusters Score -2113362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2113365.000000 Penalty: 4715.082031
	Iteration 22Q: 3 clusters Score -2113365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2113373.250000 Penalty: 4715.082031
	Iteration 23Q: 3 clusters Score -2113373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2113381.000000 Penalty: 4715.082031
	Iteration 24Q: 3 clusters Score -2113381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2113390.000000 Penalty: 4715.082031
	Iteration 25Q: 3 clusters Score -2113390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2113398.750000 Penalty: 4715.082031
	Iteration 26Q: 3 clusters Score -2113399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2113407.000000 Penalty: 4715.082031
	Iteration 27Q: 3 clusters Score -2113407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2113414.000000 Penalty: 4715.082031
	Iteration 28Q: 3 clusters Score -2113414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2113415.750000 Penalty: 4715.082031
	Iteration 29Q: 3 clusters Score -2113416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2113415.250000 Penalty: 4715.082031
	Iteration 30Q: 3 clusters Score -2113415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2113416.250000 Penalty: 4715.082031
	Iteration 31Q: 3 clusters Score -2113416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2113417.250000 Penalty: 4715.082031
	Iteration 32Q: 3 clusters Score -2113417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2113417.250000 Penalty: 4715.082031
	Iteration 33F: 3 clusters Score -2113417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Entering Unmasked Estep 
Score: -575485.062500 Penalty: 2052.987305
	Iteration 0F: 2 clusters Score -575485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -571624.062500 Penalty: 4105.974609
	Iteration 0F: 3 clusters Score -571624.1 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -572603.750000 Penalty: 4105.974609
	Iteration 1F: 3 clusters Score -572603.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -572891.562500 Penalty: 4105.974609
	Iteration 2F: 3 clusters Score -572891.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -573197.375000 Penalty: 4105.974609
	Iteration 3F: 3 clusters Score -573197.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -573574.250000 Penalty: 4105.974609
	Iteration 4F: 3 clusters Score -573574.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -573959.500000 Penalty: 4105.974609
	Iteration 5F: 3 clusters Score -573959.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -574259.687500 Penalty: 4105.974609
	Iteration 6F: 3 clusters Score -574259.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -574512.187500 Penalty: 4105.974609
	Iteration 7Q: 3 clusters Score -574512.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -574695.250000 Penalty: 4105.974609
	Iteration 8Q: 3 clusters Score -574695.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -574788.562500 Penalty: 4105.974609
	Iteration 9Q: 3 clusters Score -574788.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -574837.125000 Penalty: 4105.974609
	Iteration 10Q: 3 clusters Score -574837.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -574873.000000 Penalty: 4105.974609
	Iteration 11Q: 3 clusters Score -574873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -574898.750000 Penalty: 4105.974609
	Iteration 12Q: 3 clusters Score -574898.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -574929.437500 Penalty: 4105.974609
	Iteration 13Q: 3 clusters Score -574929.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -574948.625000 Penalty: 4105.974609
	Iteration 14Q: 3 clusters Score -574948.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -574955.937500 Penalty: 4105.974609
	Iteration 15Q: 3 clusters Score -574955.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -574960.062500 Penalty: 4105.974609
	Iteration 16Q: 3 clusters Score -574960.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -574962.812500 Penalty: 4105.974609
	Iteration 17Q: 3 clusters Score -574962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -574961.812500 Penalty: 4105.974609
	Iteration 18Q: 3 clusters Score -574961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -574963.125000 Penalty: 4105.974609
	Iteration 19Q: 3 clusters Score -574963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -574964.750000 Penalty: 4105.974609
	Iteration 20F: 3 clusters Score -574964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -574967.625000 Penalty: 4105.974609
	Iteration 21Q: 3 clusters Score -574967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -574968.500000 Penalty: 4105.974609
	Iteration 22Q: 3 clusters Score -574968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -574967.750000 Penalty: 4105.974609
	Iteration 23Q: 3 clusters Score -574967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -574967.750000 Penalty: 4105.974609
	Iteration 24F: 3 clusters Score -574967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -20747.851562 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -20747.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19914.224609 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -19914.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20353.017578 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -20353.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20495.001953 Penalty: 2681.957275
	Iteration 2F: 3 clusters Score -20495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20519.515625 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -20519.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20523.925781 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -20523.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -20527.974609 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -20527.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20530.208984 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -20530.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20530.208984 Penalty: 2681.957275
	Iteration 7F: 3 clusters Score -20530.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -24773.523438 Penalty: 1414.538086
	Iteration 0F: 2 clusters Score -24773.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23911.318359 Penalty: 2829.076172
	Iteration 0F: 3 clusters Score -23911.32 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24305.457031 Penalty: 2829.076172
	Iteration 1F: 3 clusters Score -24305.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24487.419922 Penalty: 2829.076172
	Iteration 2F: 3 clusters Score -24487.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24569.464844 Penalty: 2829.076172
	Iteration 3Q: 3 clusters Score -24569.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24591.167969 Penalty: 2829.076172
	Iteration 4Q: 3 clusters Score -24591.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24611.048828 Penalty: 2829.076172
	Iteration 5Q: 3 clusters Score -24611.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24631.550781 Penalty: 2829.076172
	Iteration 6Q: 3 clusters Score -24631.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24663.572266 Penalty: 2829.076172
	Iteration 7Q: 3 clusters Score -24663.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24688.917969 Penalty: 2829.076172
	Iteration 8Q: 3 clusters Score -24688.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24697.707031 Penalty: 2829.076172
	Iteration 9Q: 3 clusters Score -24697.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24697.882812 Penalty: 2829.076172
	Iteration 10F: 3 clusters Score -24697.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24766.681641 Penalty: 2829.076172
	Iteration 11Q: 3 clusters Score -24766.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24846.251953 Penalty: 2829.076172
	Iteration 12Q: 3 clusters Score -24846.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25008.199219 Penalty: 2829.076172
	Iteration 13Q: 3 clusters Score -25008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25270.113281 Penalty: 2829.076172
	Iteration 14Q: 3 clusters Score -25270.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25288.103516 Penalty: 2829.076172
	Iteration 15Q: 3 clusters Score -25288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25288.103516 Penalty: 2829.076172
	Iteration 16F: 3 clusters Score -25288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102793 members 
Mstep: Class 4 contains 111058 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 100 members 
Entering Unmasked Estep 
Score: -86720816.000000 Penalty: 128097.218750
Splitting cluster 26 changes total score from -86721984.000000 to -86720816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (5932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Entering Unmasked Estep 
Score: -883136.625000 Penalty: 2154.653076
	Iteration 0F: 2 clusters Score -883136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -878005.687500 Penalty: 4309.306152
	Iteration 0F: 3 clusters Score -878005.7 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -879300.125000 Penalty: 4309.306152
	Iteration 1F: 3 clusters Score -879300.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -879574.375000 Penalty: 4309.306152
	Iteration 2F: 3 clusters Score -879574.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -879798.312500 Penalty: 4309.306152
	Iteration 3F: 3 clusters Score -879798.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -880003.125000 Penalty: 4309.306152
	Iteration 4F: 3 clusters Score -880003.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -880172.750000 Penalty: 4309.306152
	Iteration 5Q: 3 clusters Score -880172.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -880336.312500 Penalty: 4309.306152
	Iteration 6Q: 3 clusters Score -880336.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -880491.062500 Penalty: 4309.306152
	Iteration 7Q: 3 clusters Score -880491.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -880628.500000 Penalty: 4309.306152
	Iteration 8Q: 3 clusters Score -880628.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -880758.875000 Penalty: 4309.306152
	Iteration 9Q: 3 clusters Score -880758.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -880877.312500 Penalty: 4309.306152
	Iteration 10Q: 3 clusters Score -880877.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -881000.625000 Penalty: 4309.306152
	Iteration 11Q: 3 clusters Score -881000.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -881115.437500 Penalty: 4309.306152
	Iteration 12Q: 3 clusters Score -881115.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -881200.187500 Penalty: 4309.306152
	Iteration 13Q: 3 clusters Score -881200.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -881273.500000 Penalty: 4309.306152
	Iteration 14Q: 3 clusters Score -881273.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -881332.062500 Penalty: 4309.306152
	Iteration 15Q: 3 clusters Score -881332.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -881387.812500 Penalty: 4309.306152
	Iteration 16Q: 3 clusters Score -881387.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -881440.875000 Penalty: 4309.306152
	Iteration 17Q: 3 clusters Score -881440.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -881488.000000 Penalty: 4309.306152
	Iteration 18Q: 3 clusters Score -881488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -881533.250000 Penalty: 4309.306152
	Iteration 19Q: 3 clusters Score -881533.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -881559.250000 Penalty: 4309.306152
	Iteration 20F: 3 clusters Score -881559.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -881581.312500 Penalty: 4309.306152
	Iteration 21Q: 3 clusters Score -881581.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -881609.625000 Penalty: 4309.306152
	Iteration 22Q: 3 clusters Score -881609.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -881628.312500 Penalty: 4309.306152
	Iteration 23Q: 3 clusters Score -881628.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -881638.250000 Penalty: 4309.306152
	Iteration 24Q: 3 clusters Score -881638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -881648.187500 Penalty: 4309.306152
	Iteration 25Q: 3 clusters Score -881648.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -881659.375000 Penalty: 4309.306152
	Iteration 26Q: 3 clusters Score -881659.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -881667.750000 Penalty: 4309.306152
	Iteration 27Q: 3 clusters Score -881667.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -881678.437500 Penalty: 4309.306152
	Iteration 28Q: 3 clusters Score -881678.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -881685.125000 Penalty: 4309.306152
	Iteration 29Q: 3 clusters Score -881685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -881688.062500 Penalty: 4309.306152
	Iteration 30Q: 3 clusters Score -881688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -881693.062500 Penalty: 4309.306152
	Iteration 31Q: 3 clusters Score -881693.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -881696.937500 Penalty: 4309.306152
	Iteration 32Q: 3 clusters Score -881696.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -881700.375000 Penalty: 4309.306152
	Iteration 33Q: 3 clusters Score -881700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -881702.750000 Penalty: 4309.306152
	Iteration 34Q: 3 clusters Score -881702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -881707.125000 Penalty: 4309.306152
	Iteration 35Q: 3 clusters Score -881707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -881710.625000 Penalty: 4309.306152
	Iteration 36Q: 3 clusters Score -881710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -881712.312500 Penalty: 4309.306152
	Iteration 37Q: 3 clusters Score -881712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -881712.000000 Penalty: 4309.306152
	Iteration 38Q: 3 clusters Score -881712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -881711.875000 Penalty: 4309.306152
	Iteration 39Q: 3 clusters Score -881711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -881713.687500 Penalty: 4309.306152
	Iteration 40F: 3 clusters Score -881713.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Entering Unmasked Estep 
Score: -196908.875000 Penalty: 1781.787964
	Iteration 0F: 2 clusters Score -196908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -194758.000000 Penalty: 3563.575928
	Iteration 0F: 3 clusters Score -194758 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195187.609375 Penalty: 3563.575928
	Iteration 1F: 3 clusters Score -195187.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195353.984375 Penalty: 3563.575928
	Iteration 2F: 3 clusters Score -195354 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -195533.218750 Penalty: 3563.575928
	Iteration 3F: 3 clusters Score -195533.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -195759.984375 Penalty: 3563.575928
	Iteration 4F: 3 clusters Score -195760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -195990.578125 Penalty: 3563.575928
	Iteration 5F: 3 clusters Score -195990.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -196148.406250 Penalty: 3563.575928
	Iteration 6F: 3 clusters Score -196148.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -196252.531250 Penalty: 3563.575928
	Iteration 7Q: 3 clusters Score -196252.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -196301.109375 Penalty: 3563.575928
	Iteration 8Q: 3 clusters Score -196301.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -196324.640625 Penalty: 3563.575928
	Iteration 9Q: 3 clusters Score -196324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -196340.156250 Penalty: 3563.575928
	Iteration 10Q: 3 clusters Score -196340.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -196353.703125 Penalty: 3563.575928
	Iteration 11Q: 3 clusters Score -196353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -196361.625000 Penalty: 3563.575928
	Iteration 12Q: 3 clusters Score -196361.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -196365.921875 Penalty: 3563.575928
	Iteration 13Q: 3 clusters Score -196365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -196370.796875 Penalty: 3563.575928
	Iteration 14Q: 3 clusters Score -196370.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -196374.062500 Penalty: 3563.575928
	Iteration 15Q: 3 clusters Score -196374.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -196377.750000 Penalty: 3563.575928
	Iteration 16Q: 3 clusters Score -196377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -196380.781250 Penalty: 3563.575928
	Iteration 17Q: 3 clusters Score -196380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -196382.953125 Penalty: 3563.575928
	Iteration 18Q: 3 clusters Score -196383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -196382.953125 Penalty: 3563.575928
	Iteration 19F: 3 clusters Score -196383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -77814.359375 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -77814.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76264.640625 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -76264.64 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76531.351562 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -76531.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76620.546875 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -76620.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -76664.328125 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -76664.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76697.851562 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -76697.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76717.523438 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -76717.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76727.296875 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -76727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76750.015625 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -76750.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -76763.203125 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -76763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76770.281250 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -76770.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76780.687500 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -76780.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76813.351562 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -76813.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76826.007812 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -76826.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76850.671875 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -76850.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76888.679688 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -76888.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76911.507812 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -76911.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76919.328125 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -76919.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76926.335938 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -76926.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76930.171875 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -76930.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76935.703125 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -76935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76939.210938 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -76939.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76946.484375 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -76946.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76956.562500 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -76956.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76962.187500 Penalty: 3166.219238
	Iteration 23Q: 3 clusters Score -76962.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76963.296875 Penalty: 3166.219238
	Iteration 24Q: 3 clusters Score -76963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76963.296875 Penalty: 3166.219238
	Iteration 25F: 3 clusters Score -76963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -212600.640625 Penalty: 1807.654053
	Iteration 0F: 2 clusters Score -212600.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -210416.718750 Penalty: 3615.308105
	Iteration 0F: 3 clusters Score -210416.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -210903.343750 Penalty: 3615.308105
	Iteration 1F: 3 clusters Score -210903.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -211105.546875 Penalty: 3615.308105
	Iteration 2F: 3 clusters Score -211105.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -211231.171875 Penalty: 3615.308105
	Iteration 3Q: 3 clusters Score -211231.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -211351.109375 Penalty: 3615.308105
	Iteration 4Q: 3 clusters Score -211351.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211448.296875 Penalty: 3615.308105
	Iteration 5Q: 3 clusters Score -211448.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -211512.265625 Penalty: 3615.308105
	Iteration 6Q: 3 clusters Score -211512.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -211572.000000 Penalty: 3615.308105
	Iteration 7Q: 3 clusters Score -211572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -211617.343750 Penalty: 3615.308105
	Iteration 8Q: 3 clusters Score -211617.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211651.078125 Penalty: 3615.308105
	Iteration 9Q: 3 clusters Score -211651.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -211670.671875 Penalty: 3615.308105
	Iteration 10Q: 3 clusters Score -211670.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -211687.671875 Penalty: 3615.308105
	Iteration 11Q: 3 clusters Score -211687.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -211708.359375 Penalty: 3615.308105
	Iteration 12Q: 3 clusters Score -211708.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -211719.156250 Penalty: 3615.308105
	Iteration 13Q: 3 clusters Score -211719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -211728.921875 Penalty: 3615.308105
	Iteration 14Q: 3 clusters Score -211728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -211731.968750 Penalty: 3615.308105
	Iteration 15Q: 3 clusters Score -211732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -211735.406250 Penalty: 3615.308105
	Iteration 16Q: 3 clusters Score -211735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -211740.453125 Penalty: 3615.308105
	Iteration 17Q: 3 clusters Score -211740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -211748.734375 Penalty: 3615.308105
	Iteration 18Q: 3 clusters Score -211748.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -211759.968750 Penalty: 3615.308105
	Iteration 19Q: 3 clusters Score -211760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -211766.421875 Penalty: 3615.308105
	Iteration 20F: 3 clusters Score -211766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211767.828125 Penalty: 3615.308105
	Iteration 21Q: 3 clusters Score -211767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -211768.718750 Penalty: 3615.308105
	Iteration 22Q: 3 clusters Score -211768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -211768.718750 Penalty: 3615.308105
	Iteration 23F: 3 clusters Score -211768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -66642.703125 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -66642.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65200.003906 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -65200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65458.996094 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -65459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65601.257812 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -65601.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65739.203125 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -65739.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -65870.585938 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -65870.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -65995.164062 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -65995.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66157.773438 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -66157.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66255.609375 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -66255.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66347.625000 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -66347.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66399.968750 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -66399.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66428.984375 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -66428.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66428.984375 Penalty: 3083.436523
	Iteration 11F: 3 clusters Score -66428.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -90657.296875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -90657.3 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 351 members 
Entering Unmasked Estep 
Score: -89214.359375 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -89214.36 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -89759.312500 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -89759.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90202.164062 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -90202.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -90565.375000 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -90565.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -90727.203125 Penalty: 3252.866211
	Iteration 4F: 3 clusters Score -90727.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90815.578125 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -90815.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90840.351562 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -90840.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90895.070312 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -90895.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90923.554688 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -90923.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91008.640625 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -91008.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91015.906250 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -91015.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91017.492188 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -91017.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91017.492188 Penalty: 3252.866211
	Iteration 12F: 3 clusters Score -91017.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102793 members 
Mstep: Class 4 contains 111058 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 254 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 922 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 451 members 
Entering Unmasked Estep 
Score: -86720848.000000 Penalty: 128097.218750
Splitting cluster 32 changes total score from -86721984.000000 to -86720848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -163158.843750 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -163158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -161171.531250 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -161171.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -161492.031250 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -161492 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161596.406250 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -161596.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161628.187500 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -161628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -161639.703125 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -161639.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -161649.828125 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -161649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -161661.625000 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -161661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -161672.765625 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -161672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -161676.203125 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -161676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -161678.593750 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -161678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161683.500000 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -161683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161686.781250 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -161686.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161686.781250 Penalty: 3470.354004
	Iteration 12F: 3 clusters Score -161686.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -107842.570312 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -107842.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -106130.796875 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -106130.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -106944.898438 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -106944.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -107401.500000 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -107401.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -107606.164062 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -107606.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -107729.265625 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -107729.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -107802.640625 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -107802.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -107841.031250 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -107841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -107878.578125 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -107878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -107900.062500 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -107900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107902.304688 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -107902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107905.195312 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -107905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107908.335938 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -107908.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107910.210938 Penalty: 3385.966553
	Iteration 12F: 3 clusters Score -107910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -107916.875000 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -107916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -107919.859375 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -107919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -107924.039062 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -107924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -107927.750000 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -107927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -107936.414062 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -107936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -107943.343750 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -107943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -107943.343750 Penalty: 3385.966553
	Iteration 19F: 3 clusters Score -107943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 102793 members 
Mstep: Class 4 contains 111058 members 
Mstep: Class 5 contains 4777 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 8981 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 28147 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 123295 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 441 members 
Mstep: Class 14 contains 13095 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28287 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 2815 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 19545 members 
Mstep: Class 21 contains 34583 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3937 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 300 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 592 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 705 members 
Mstep: Class 33 contains 1093 members 
Mstep: Class 34 contains 658 members 
Mstep: Class 35 contains 12217 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 264 members 
Mstep: Class 38 contains 650 members 
Mstep: Class 39 contains 264 members 
Entering Unmasked Estep 
Score: -86720544.000000 Penalty: 128097.218750
Splitting cluster 34 changes total score from -86721984.000000 to -86720544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (12217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Entering Unmasked Estep 
Score: -1946650.500000 Penalty: 2333.824707
	Iteration 0F: 2 clusters Score -1946650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1937659.875000 Penalty: 4667.649414
	Iteration 0F: 3 clusters Score -1937660 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1940719.625000 Penalty: 4667.649414
	Iteration 1F: 3 clusters Score -1940720 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1941278.375000 Penalty: 4667.649414
	Iteration 2F: 3 clusters Score -1941278 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1941717.375000 Penalty: 4667.649414
	Iteration 3F: 3 clusters Score -1941717 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1942092.000000 Penalty: 4667.649414
	Iteration 4F: 3 clusters Score -1942092 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1942387.125000 Penalty: 4667.649414
	Iteration 5Q: 3 clusters Score -1942387 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1942632.125000 Penalty: 4667.649414
	Iteration 6Q: 3 clusters Score -1942632 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1942835.625000 Penalty: 4667.649414
	Iteration 7Q: 3 clusters Score -1942836 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1943026.875000 Penalty: 4667.649414
	Iteration 8Q: 3 clusters Score -1943027 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1943215.375000 Penalty: 4667.649414
	Iteration 9Q: 3 clusters Score -1943215 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1943392.625000 Penalty: 4667.649414
	Iteration 10Q: 3 clusters Score -1943393 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1943561.375000 Penalty: 4667.649414
	Iteration 11Q: 3 clusters Score -1943561 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1943714.750000 Penalty: 4667.649414
	Iteration 12Q: 3 clusters Score -1943715 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1943842.750000 Penalty: 4667.649414
	Iteration 13Q: 3 clusters Score -1943843 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1943972.500000 Penalty: 4667.649414
	Iteration 14Q: 3 clusters Score -1943972 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1944108.000000 Penalty: 4667.649414
	Iteration 15Q: 3 clusters Score -1944108 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1944255.250000 Penalty: 4667.649414
	Iteration 16Q: 3 clusters Score -1944255 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1944395.375000 Penalty: 4667.649414
	Iteration 17Q: 3 clusters Score -1944395 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1944534.125000 Penalty: 4667.649414
	Iteration 18Q: 3 clusters Score -1944534 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1944661.375000 Penalty: 4667.649414
	Iteration 19Q: 3 clusters Score -1944661 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1944783.625000 Penalty: 4667.649414
	Iteration 20F: 3 clusters Score -1944784 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1944871.875000 Penalty: 4667.649414
	Iteration 21Q: 3 clusters Score -1944872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1944925.250000 Penalty: 4667.649414
	Iteration 22Q: 3 clusters Score -1944925 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1944972.875000 Penalty: 4667.649414
	Iteration 23Q: 3 clusters Score -1944973 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1945020.000000 Penalty: 4667.649414
	Iteration 24Q: 3 clusters Score -1945020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1945045.375000 Penalty: 4667.649414
	Iteration 25Q: 3 clusters Score -1945045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1945070.000000 Penalty: 4667.649414
	Iteration 26Q: 3 clusters Score -1945070 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1945088.500000 Penalty: 4667.649414
	Iteration 27Q: 3 clusters Score -1945088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1945106.500000 Penalty: 4667.649414
	Iteration 28Q: 3 clusters Score -1945106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1945118.375000 Penalty: 4667.649414
	Iteration 29Q: 3 clusters Score -1945118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1945128.500000 Penalty: 4667.649414
	Iteration 30Q: 3 clusters Score -1945128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1945142.375000 Penalty: 4667.649414
	Iteration 31Q: 3 clusters Score -1945142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1945149.625000 Penalty: 4667.649414
	Iteration 32Q: 3 clusters Score -1945150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1945159.125000 Penalty: 4667.649414
	Iteration 33Q: 3 clusters Score -1945159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1945171.750000 Penalty: 4667.649414
	Iteration 34Q: 3 clusters Score -1945172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1945183.375000 Penalty: 4667.649414
	Iteration 35Q: 3 clusters Score -1945183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1945185.625000 Penalty: 4667.649414
	Iteration 36Q: 3 clusters Score -1945186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1945195.375000 Penalty: 4667.649414
	Iteration 37Q: 3 clusters Score -1945195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1945200.500000 Penalty: 4667.649414
	Iteration 38Q: 3 clusters Score -1945200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1945202.875000 Penalty: 4667.649414
	Iteration 39Q: 3 clusters Score -1945203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1945202.250000 Penalty: 4667.649414
	Iteration 40F: 3 clusters Score -1945202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1945203.375000 Penalty: 4667.649414
	Iteration 41Q: 3 clusters Score -1945203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1945202.875000 Penalty: 4667.649414
	Iteration 42Q: 3 clusters Score -1945203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1945203.750000 Penalty: 4667.649414
	Iteration 43Q: 3 clusters Score -1945204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1945205.375000 Penalty: 4667.649414
	Iteration 44Q: 3 clusters Score -1945205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1945205.375000 Penalty: 4667.649414
	Iteration 45F: 3 clusters Score -1945205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -113061.398438 Penalty: 1664.511597
	Iteration 0F: 2 clusters Score -113061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111301.929688 Penalty: 3329.023193
	Iteration 0F: 3 clusters Score -111301.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111580.101562 Penalty: 3329.023193
	Iteration 1F: 3 clusters Score -111580.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111791.445312 Penalty: 3329.023193
	Iteration 2F: 3 clusters Score -111791.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -112118.453125 Penalty: 3329.023193
	Iteration 3F: 3 clusters Score -112118.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -112332.695312 Penalty: 3329.023193
	Iteration 4F: 3 clusters Score -112332.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -112416.992188 Penalty: 3329.023193
	Iteration 5Q: 3 clusters Score -112417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -112475.593750 Penalty: 3329.023193
	Iteration 6Q: 3 clusters Score -112475.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -112563.195312 Penalty: 3329.023193
	Iteration 7Q: 3 clusters Score -112563.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112630.500000 Penalty: 3329.023193
	Iteration 8Q: 3 clusters Score -112630.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -112669.234375 Penalty: 3329.023193
	Iteration 9Q: 3 clusters Score -112669.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -112681.875000 Penalty: 3329.023193
	Iteration 10Q: 3 clusters Score -112681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -112691.421875 Penalty: 3329.023193
	Iteration 11Q: 3 clusters Score -112691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -112697.882812 Penalty: 3329.023193
	Iteration 12Q: 3 clusters Score -112697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -112702.835938 Penalty: 3329.023193
	Iteration 13Q: 3 clusters Score -112702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -112702.835938 Penalty: 3329.023193
	Iteration 14F: 3 clusters Score -112702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -38423.480469 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -38423.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37181.074219 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -37181.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37244.605469 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -37244.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37257.625000 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -37257.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37264.105469 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -37264.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37264.105469 Penalty: 2765.670898
	Iteration 4F: 3 clusters Score -37264.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -92288.929688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -92288.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90615.695312 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -90615.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90848.117188 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -90848.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90934.515625 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -90934.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90963.406250 Penalty: 3212.578369
	Iteration 3Q: 3 clusters Score -90963.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90979.507812 Penalty: 3212.578369
	Iteration 4Q: 3 clusters Score -90979.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90992.148438 Penalty: 3212.578369
	Iteration 5Q: 3 clusters Score -90992.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -90998.031250 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -90998.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91006.835938 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -91006.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -91014.648438 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -91014.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -91026.117188 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -91026.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91032.984375 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -91032.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -91039.726562 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -91039.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91045.562500 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -91045.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91053.320312 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -91053.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91061.382812 Penalty: 3212.578369
	Iteration 14Q: 3 clusters Score -91061.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91075.656250 Penalty: 3212.578369
	Iteration 15Q: 3 clusters Score -91075.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91088.265625 Penalty: 3212.578369
	Iteration 16Q: 3 clusters Score -91088.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91097.562500 Penalty: 3212.578369
	Iteration 17Q: 3 clusters Score -91097.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91103.500000 Penalty: 3212.578369
	Iteration 18Q: 3 clusters Score -91103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91108.812500 Penalty: 3212.578369
	Iteration 19Q: 3 clusters Score -91108.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91115.414062 Penalty: 3212.578369
	Iteration 20F: 3 clusters Score -91115.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91116.242188 Penalty: 3212.578369
	Iteration 21Q: 3 clusters Score -91116.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -91116.242188 Penalty: 3212.578369
	Iteration 22F: 3 clusters Score -91116.24 nChanged 0
--- Evaluating fit on full set of 1694237 points ---
Entering Unmasked Estep 
Score: -261176000.000000 Penalty: 135166.015625
20->39 Clusters: Score -261176000.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 564745 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 28166 members 
Mstep: Class 3 contains 28347 members 
Mstep: Class 4 contains 28437 members 
Mstep: Class 5 contains 28141 members 
Mstep: Class 6 contains 28092 members 
Mstep: Class 7 contains 28143 members 
Mstep: Class 8 contains 28258 members 
Mstep: Class 9 contains 28273 members 
Mstep: Class 10 contains 28308 members 
Mstep: Class 11 contains 27993 members 
Mstep: Class 12 contains 28255 members 
Mstep: Class 13 contains 28075 members 
Mstep: Class 14 contains 28358 members 
Mstep: Class 15 contains 28068 members 
Mstep: Class 16 contains 28093 members 
Mstep: Class 17 contains 28220 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 28647 members 
Mstep: Class 20 contains 28203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1810.519409 but Gain 3284.546875
Score: -80544760.000000 Penalty: 62406.335938
Iteration 0F: 20 clusters Score -8.054476e+07 nChanged 536770
Entering Unmasked Mstep 
Mstep: Class 0 contains 3710 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8458 members 
Mstep: Class 3 contains 3803 members 
Mstep: Class 4 contains 3779 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 1929 members 
Mstep: Class 9 contains 18469 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 455788 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 17 contains 8804 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 20 contains 2188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2369.766113 but Gain 3284.542969
Score: -84615008.000000 Penalty: 59121.792969
Iteration 1F: 19 clusters Score -8.461501e+07 nChanged 110587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1303 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 11958 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 4283 members 
Mstep: Class 5 contains 2759 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 9 contains 29726 members 
Mstep: Class 10 contains 3297 members 
Mstep: Class 11 contains 440143 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 18790 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 11201 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1656.704102 but Gain 3284.542969
Score: -85609656.000000 Penalty: 55837.250000
Iteration 2F: 18 clusters Score -8.560966e+07 nChanged 79693
Entering Unmasked Mstep 
Mstep: Class 0 contains 631 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6890 members 
Mstep: Class 4 contains 5193 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 7 contains 2223 members 
Mstep: Class 8 contains 645 members 
Mstep: Class 9 contains 39405 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 11 contains 403541 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 24961 members 
Mstep: Class 15 contains 2340 members 
Mstep: Class 16 contains 17093 members 
Mstep: Class 17 contains 14846 members 
Mstep: Class 18 contains 14134 members 
Mstep: Class 20 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85962952.000000 Penalty: 55837.250000
Iteration 3F: 18 clusters Score -8.596295e+07 nChanged 67853
Entering Unmasked Mstep 
Mstep: Class 0 contains 515 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 13865 members 
Mstep: Class 3 contains 11150 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 9 contains 52410 members 
Mstep: Class 10 contains 3702 members 
Mstep: Class 11 contains 369162 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 27675 members 
Mstep: Class 15 contains 3028 members 
Mstep: Class 16 contains 29448 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 17052 members 
Mstep: Class 20 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86116352.000000 Penalty: 55837.250000
Iteration 4F: 18 clusters Score -8.611635e+07 nChanged 58704
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 15720 members 
Mstep: Class 3 contains 16206 members 
Mstep: Class 4 contains 7175 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 591 members 
Mstep: Class 9 contains 73188 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 11 contains 337893 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 27853 members 
Mstep: Class 15 contains 3390 members 
Mstep: Class 16 contains 36347 members 
Mstep: Class 17 contains 8336 members 
Mstep: Class 18 contains 17906 members 
Mstep: Class 20 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86230656.000000 Penalty: 55837.250000
Iteration 5F: 18 clusters Score -8.623066e+07 nChanged 45552
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 16884 members 
Mstep: Class 3 contains 19596 members 
Mstep: Class 4 contains 8036 members 
Mstep: Class 5 contains 2799 members 
Mstep: Class 7 contains 2131 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 94635 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 311689 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 15 contains 3521 members 
Mstep: Class 16 contains 38998 members 
Mstep: Class 17 contains 4204 members 
Mstep: Class 18 contains 17658 members 
Mstep: Class 20 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86297528.000000 Penalty: 55837.250000
Iteration 6F: 18 clusters Score -8.629753e+07 nChanged 37653
Entering Unmasked Mstep 
Mstep: Class 0 contains 366 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 17711 members 
Mstep: Class 3 contains 20976 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 2807 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 583 members 
Mstep: Class 9 contains 115652 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 287238 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 29266 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 39960 members 
Mstep: Class 17 contains 2601 members 
Mstep: Class 18 contains 17177 members 
Mstep: Class 20 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86347616.000000 Penalty: 55837.250000
Iteration 7F: 18 clusters Score -8.634762e+07 nChanged 33930
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 18306 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 137053 members 
Mstep: Class 10 contains 8340 members 
Mstep: Class 11 contains 263388 members 
Mstep: Class 12 contains 3842 members 
Mstep: Class 13 contains 30270 members 
Mstep: Class 15 contains 3505 members 
Mstep: Class 16 contains 40067 members 
Mstep: Class 17 contains 2340 members 
Mstep: Class 18 contains 16613 members 
Mstep: Class 20 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86404272.000000 Penalty: 55837.250000
Iteration 8F: 18 clusters Score -8.640427e+07 nChanged 29666
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 21659 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 7 contains 2034 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 157094 members 
Mstep: Class 10 contains 9207 members 
Mstep: Class 11 contains 242942 members 
Mstep: Class 12 contains 4029 members 
Mstep: Class 13 contains 30666 members 
Mstep: Class 15 contains 3444 members 
Mstep: Class 16 contains 39606 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 15776 members 
Mstep: Class 20 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86449368.000000 Penalty: 55837.250000
Iteration 9F: 18 clusters Score -8.644937e+07 nChanged 27681
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 18340 members 
Mstep: Class 3 contains 21842 members 
Mstep: Class 4 contains 8858 members 
Mstep: Class 5 contains 2880 members 
Mstep: Class 7 contains 1996 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 175045 members 
Mstep: Class 10 contains 9759 members 
Mstep: Class 11 contains 225417 members 
Mstep: Class 12 contains 3934 members 
Mstep: Class 13 contains 30547 members 
Mstep: Class 15 contains 3363 members 
Mstep: Class 16 contains 39063 members 
Mstep: Class 17 contains 3928 members 
Mstep: Class 18 contains 14888 members 
Mstep: Class 20 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86484384.000000 Penalty: 55837.250000
Iteration 10Q: 18 clusters Score -8.648438e+07 nChanged 26100
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18190 members 
Mstep: Class 3 contains 22030 members 
Mstep: Class 4 contains 8562 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 191103 members 
Mstep: Class 10 contains 10089 members 
Mstep: Class 11 contains 210043 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 30193 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 38319 members 
Mstep: Class 17 contains 5771 members 
Mstep: Class 18 contains 14065 members 
Mstep: Class 20 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86513248.000000 Penalty: 55837.250000
Iteration 11Q: 18 clusters Score -8.651325e+07 nChanged 23180
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 18037 members 
Mstep: Class 3 contains 22269 members 
Mstep: Class 4 contains 8296 members 
Mstep: Class 5 contains 2889 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 583 members 
Mstep: Class 9 contains 203397 members 
Mstep: Class 10 contains 10300 members 
Mstep: Class 11 contains 197939 members 
Mstep: Class 12 contains 3208 members 
Mstep: Class 13 contains 29609 members 
Mstep: Class 15 contains 3164 members 
Mstep: Class 16 contains 37551 members 
Mstep: Class 17 contains 8168 members 
Mstep: Class 18 contains 13364 members 
Mstep: Class 20 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86530560.000000 Penalty: 55837.250000
Iteration 12Q: 18 clusters Score -8.653056e+07 nChanged 20677
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 17955 members 
Mstep: Class 3 contains 22442 members 
Mstep: Class 4 contains 8115 members 
Mstep: Class 5 contains 2878 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 575 members 
Mstep: Class 9 contains 210445 members 
Mstep: Class 10 contains 10410 members 
Mstep: Class 11 contains 190202 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 28946 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 37099 members 
Mstep: Class 17 contains 10847 members 
Mstep: Class 18 contains 12748 members 
Mstep: Class 20 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86533336.000000 Penalty: 55837.250000
Iteration 13Q: 18 clusters Score -8.653334e+07 nChanged 17730
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 17912 members 
Mstep: Class 3 contains 22577 members 
Mstep: Class 4 contains 8108 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 573 members 
Mstep: Class 9 contains 214171 members 
Mstep: Class 10 contains 10480 members 
Mstep: Class 11 contains 185233 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 28274 members 
Mstep: Class 15 contains 3061 members 
Mstep: Class 16 contains 36913 members 
Mstep: Class 17 contains 13262 members 
Mstep: Class 18 contains 12373 members 
Mstep: Class 20 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86529456.000000 Penalty: 55837.250000
Iteration 14Q: 18 clusters Score -8.652946e+07 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 18075 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 8240 members 
Mstep: Class 5 contains 2856 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 216321 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 181414 members 
Mstep: Class 12 contains 3147 members 
Mstep: Class 13 contains 27755 members 
Mstep: Class 15 contains 3043 members 
Mstep: Class 16 contains 36925 members 
Mstep: Class 17 contains 15217 members 
Mstep: Class 18 contains 12236 members 
Mstep: Class 20 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86528648.000000 Penalty: 55837.250000
Iteration 15Q: 18 clusters Score -8.652865e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18231 members 
Mstep: Class 3 contains 22687 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 216735 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 179333 members 
Mstep: Class 12 contains 3165 members 
Mstep: Class 13 contains 27453 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 36920 members 
Mstep: Class 17 contains 16759 members 
Mstep: Class 18 contains 12255 members 
Mstep: Class 20 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86528432.000000 Penalty: 55837.250000
Iteration 16Q: 18 clusters Score -8.652843e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18427 members 
Mstep: Class 3 contains 22739 members 
Mstep: Class 4 contains 8653 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 216696 members 
Mstep: Class 10 contains 10501 members 
Mstep: Class 11 contains 178012 members 
Mstep: Class 12 contains 3183 members 
Mstep: Class 13 contains 27196 members 
Mstep: Class 15 contains 3039 members 
Mstep: Class 16 contains 36909 members 
Mstep: Class 17 contains 17829 members 
Mstep: Class 18 contains 12360 members 
Mstep: Class 20 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86529072.000000 Penalty: 55837.250000
Iteration 17Q: 18 clusters Score -8.652907e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 18654 members 
Mstep: Class 3 contains 22811 members 
Mstep: Class 4 contains 8745 members 
Mstep: Class 5 contains 2863 members 
Mstep: Class 7 contains 1958 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 216437 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 177072 members 
Mstep: Class 12 contains 3210 members 
Mstep: Class 13 contains 27020 members 
Mstep: Class 15 contains 3037 members 
Mstep: Class 16 contains 36886 members 
Mstep: Class 17 contains 18569 members 
Mstep: Class 18 contains 12601 members 
Mstep: Class 20 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86530304.000000 Penalty: 55837.250000
Iteration 18Q: 18 clusters Score -8.65303e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 18897 members 
Mstep: Class 3 contains 22870 members 
Mstep: Class 4 contains 8807 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 7 contains 1957 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 216192 members 
Mstep: Class 10 contains 10511 members 
Mstep: Class 11 contains 176216 members 
Mstep: Class 12 contains 3216 members 
Mstep: Class 13 contains 26892 members 
Mstep: Class 15 contains 3041 members 
Mstep: Class 16 contains 36871 members 
Mstep: Class 17 contains 19071 members 
Mstep: Class 18 contains 12963 members 
Mstep: Class 20 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86532088.000000 Penalty: 55837.250000
Iteration 19Q: 18 clusters Score -8.653209e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19157 members 
Mstep: Class 3 contains 22927 members 
Mstep: Class 4 contains 8850 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 215849 members 
Mstep: Class 10 contains 10513 members 
Mstep: Class 11 contains 175402 members 
Mstep: Class 12 contains 3216 members 
Mstep: Class 13 contains 26747 members 
Mstep: Class 15 contains 3038 members 
Mstep: Class 16 contains 36852 members 
Mstep: Class 17 contains 19472 members 
Mstep: Class 18 contains 13527 members 
Mstep: Class 20 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86539040.000000 Penalty: 55837.250000
Iteration 20F: 18 clusters Score -8.653904e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19724 members 
Mstep: Class 3 contains 22946 members 
Mstep: Class 4 contains 8886 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 213391 members 
Mstep: Class 10 contains 10503 members 
Mstep: Class 11 contains 174549 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 26582 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 22063 members 
Mstep: Class 18 contains 13967 members 
Mstep: Class 20 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86549016.000000 Penalty: 55837.250000
Iteration 21Q: 18 clusters Score -8.654902e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 20178 members 
Mstep: Class 3 contains 22968 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 212454 members 
Mstep: Class 10 contains 10493 members 
Mstep: Class 11 contains 172337 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 26296 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 16 contains 36800 members 
Mstep: Class 17 contains 24274 members 
Mstep: Class 18 contains 14839 members 
Mstep: Class 20 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86553880.000000 Penalty: 55837.250000
Iteration 22Q: 18 clusters Score -8.655388e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20482 members 
Mstep: Class 3 contains 22992 members 
Mstep: Class 4 contains 8931 members 
Mstep: Class 5 contains 2862 members 
Mstep: Class 7 contains 1940 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 212102 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 169827 members 
Mstep: Class 12 contains 2925 members 
Mstep: Class 13 contains 26033 members 
Mstep: Class 15 contains 3020 members 
Mstep: Class 16 contains 36784 members 
Mstep: Class 17 contains 26152 members 
Mstep: Class 18 contains 15872 members 
Mstep: Class 20 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86557008.000000 Penalty: 55837.250000
Iteration 23Q: 18 clusters Score -8.655701e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20668 members 
Mstep: Class 3 contains 23024 members 
Mstep: Class 4 contains 8930 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 7 contains 1933 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 211968 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 167514 members 
Mstep: Class 12 contains 2812 members 
Mstep: Class 13 contains 25787 members 
Mstep: Class 15 contains 3017 members 
Mstep: Class 16 contains 36753 members 
Mstep: Class 17 contains 27734 members 
Mstep: Class 18 contains 16936 members 
Mstep: Class 20 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86557696.000000 Penalty: 55837.250000
Iteration 24Q: 18 clusters Score -8.65577e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 20791 members 
Mstep: Class 3 contains 23037 members 
Mstep: Class 4 contains 8921 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 7 contains 1939 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 211841 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 165317 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 25597 members 
Mstep: Class 15 contains 3010 members 
Mstep: Class 16 contains 36735 members 
Mstep: Class 17 contains 29143 members 
Mstep: Class 18 contains 18069 members 
Mstep: Class 20 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86559288.000000 Penalty: 55837.250000
Iteration 25Q: 18 clusters Score -8.655929e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 20886 members 
Mstep: Class 3 contains 23051 members 
Mstep: Class 4 contains 8918 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 211729 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 163115 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 25452 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 36730 members 
Mstep: Class 17 contains 30435 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 20 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86560328.000000 Penalty: 55837.250000
Iteration 26Q: 18 clusters Score -8.656033e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 20976 members 
Mstep: Class 3 contains 23050 members 
Mstep: Class 4 contains 8926 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 211628 members 
Mstep: Class 10 contains 10489 members 
Mstep: Class 11 contains 161039 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 13 contains 25308 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 36701 members 
Mstep: Class 17 contains 31582 members 
Mstep: Class 18 contains 20488 members 
Mstep: Class 20 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86561320.000000 Penalty: 55837.250000
Iteration 27Q: 18 clusters Score -8.656132e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 21098 members 
Mstep: Class 3 contains 23045 members 
Mstep: Class 4 contains 8939 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 211479 members 
Mstep: Class 10 contains 10485 members 
Mstep: Class 11 contains 159021 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 13 contains 25179 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 36703 members 
Mstep: Class 17 contains 32679 members 
Mstep: Class 18 contains 21673 members 
Mstep: Class 20 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86561928.000000 Penalty: 55837.250000
Iteration 28Q: 18 clusters Score -8.656193e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21209 members 
Mstep: Class 3 contains 23047 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 211499 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 157020 members 
Mstep: Class 12 contains 2272 members 
Mstep: Class 13 contains 25090 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 36693 members 
Mstep: Class 17 contains 33615 members 
Mstep: Class 18 contains 22820 members 
Mstep: Class 20 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86562416.000000 Penalty: 55837.250000
Iteration 29Q: 18 clusters Score -8.656242e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21317 members 
Mstep: Class 3 contains 23047 members 
Mstep: Class 4 contains 8915 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 211531 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 155208 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 25016 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 36706 members 
Mstep: Class 17 contains 34415 members 
Mstep: Class 18 contains 23856 members 
Mstep: Class 20 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563240.000000 Penalty: 55837.250000
Iteration 30Q: 18 clusters Score -8.656324e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 23044 members 
Mstep: Class 4 contains 8892 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 211551 members 
Mstep: Class 10 contains 10499 members 
Mstep: Class 11 contains 153484 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 24955 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 16 contains 36711 members 
Mstep: Class 17 contains 35147 members 
Mstep: Class 18 contains 24887 members 
Mstep: Class 20 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563568.000000 Penalty: 55837.250000
Iteration 31Q: 18 clusters Score -8.656357e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21523 members 
Mstep: Class 3 contains 23041 members 
Mstep: Class 4 contains 8870 members 
Mstep: Class 5 contains 2824 members 
Mstep: Class 7 contains 1948 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 211670 members 
Mstep: Class 10 contains 10499 members 
Mstep: Class 11 contains 151882 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 24884 members 
Mstep: Class 15 contains 2984 members 
Mstep: Class 16 contains 36714 members 
Mstep: Class 17 contains 35801 members 
Mstep: Class 18 contains 25791 members 
Mstep: Class 20 contains 1071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563824.000000 Penalty: 55837.250000
Iteration 32Q: 18 clusters Score -8.656382e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 21623 members 
Mstep: Class 3 contains 23044 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 7 contains 1947 members 
Mstep: Class 8 contains 561 members 
Mstep: Class 9 contains 211733 members 
Mstep: Class 10 contains 10502 members 
Mstep: Class 11 contains 150397 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 24821 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 16 contains 36727 members 
Mstep: Class 17 contains 36391 members 
Mstep: Class 18 contains 26673 members 
Mstep: Class 20 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563712.000000 Penalty: 55837.250000
Iteration 33Q: 18 clusters Score -8.656371e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21710 members 
Mstep: Class 3 contains 23039 members 
Mstep: Class 4 contains 8792 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 564 members 
Mstep: Class 9 contains 211885 members 
Mstep: Class 10 contains 10510 members 
Mstep: Class 11 contains 148918 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 24759 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 36754 members 
Mstep: Class 17 contains 36902 members 
Mstep: Class 18 contains 27514 members 
Mstep: Class 20 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563432.000000 Penalty: 55837.250000
Iteration 34Q: 18 clusters Score -8.656343e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 21794 members 
Mstep: Class 3 contains 23035 members 
Mstep: Class 4 contains 8759 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 211969 members 
Mstep: Class 10 contains 10515 members 
Mstep: Class 11 contains 147599 members 
Mstep: Class 12 contains 1856 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 36783 members 
Mstep: Class 17 contains 37418 members 
Mstep: Class 18 contains 28259 members 
Mstep: Class 20 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563576.000000 Penalty: 55837.250000
Iteration 35Q: 18 clusters Score -8.656358e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21870 members 
Mstep: Class 3 contains 23041 members 
Mstep: Class 4 contains 8727 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 575 members 
Mstep: Class 9 contains 211996 members 
Mstep: Class 10 contains 10520 members 
Mstep: Class 11 contains 146473 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 24645 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 36794 members 
Mstep: Class 17 contains 37863 members 
Mstep: Class 18 contains 28929 members 
Mstep: Class 20 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563360.000000 Penalty: 55837.250000
Iteration 36Q: 18 clusters Score -8.656336e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 21940 members 
Mstep: Class 3 contains 23041 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 580 members 
Mstep: Class 9 contains 212008 members 
Mstep: Class 10 contains 10525 members 
Mstep: Class 11 contains 145491 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 24587 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 36803 members 
Mstep: Class 17 contains 38250 members 
Mstep: Class 18 contains 29522 members 
Mstep: Class 20 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563184.000000 Penalty: 55837.250000
Iteration 37Q: 18 clusters Score -8.656318e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 22029 members 
Mstep: Class 3 contains 23042 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 584 members 
Mstep: Class 9 contains 211985 members 
Mstep: Class 10 contains 10525 members 
Mstep: Class 11 contains 144635 members 
Mstep: Class 12 contains 1780 members 
Mstep: Class 13 contains 24534 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 36818 members 
Mstep: Class 17 contains 38578 members 
Mstep: Class 18 contains 30061 members 
Mstep: Class 20 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563232.000000 Penalty: 55837.250000
Iteration 38Q: 18 clusters Score -8.656323e+07 nChanged 1830
Entering ConstructFrom: 
Score: -86563232.000000 Penalty: 55837.250000
Entering ConstructFrom: 
Trying to split cluster 1 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -325830.281250 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -325830.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -323162.406250 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -323162.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -325147.625000 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -325147.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -326896.875000 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -326896.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -327681.750000 Penalty: 3859.030273
	Iteration 3F: 3 clusters Score -327681.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -327991.593750 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -327991.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -328116.843750 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -328116.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -328201.531250 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -328201.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -328250.968750 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -328251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -328275.531250 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -328275.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -328283.437500 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -328283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -328286.531250 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -328286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -328288.125000 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -328288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -328289.625000 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -328289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -328293.500000 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -328293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -328296.531250 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -328296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -328297.718750 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -328297.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -328297.625000 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -328297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -328297.625000 Penalty: 3859.030273
	Iteration 17F: 3 clusters Score -328297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22096 members 
Mstep: Class 3 contains 23034 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 211920 members 
Mstep: Class 10 contains 10530 members 
Mstep: Class 11 contains 143932 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 20 contains 1074 members 
Entering Unmasked Estep 
Score: -86565208.000000 Penalty: 59121.792969
Splitting cluster 1 changes total score from -86563232.000000 to -86565208.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (22096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Entering Unmasked Estep 
Score: -3305859.000000 Penalty: 2480.781738
	Iteration 0F: 2 clusters Score -3305859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3290407.250000 Penalty: 4961.563477
	Iteration 0F: 3 clusters Score -3290407 nChanged 9972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3298737.500000 Penalty: 4961.563477
	Iteration 1F: 3 clusters Score -3298738 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3305515.750000 Penalty: 4961.563477
	Iteration 2F: 3 clusters Score -3305516 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3311523.500000 Penalty: 4961.563477
	Iteration 3F: 3 clusters Score -3311524 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3313540.500000 Penalty: 4961.563477
	Iteration 4F: 3 clusters Score -3313540 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3314053.500000 Penalty: 4961.563477
	Iteration 5Q: 3 clusters Score -3314054 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3314221.000000 Penalty: 4961.563477
	Iteration 6Q: 3 clusters Score -3314221 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3314308.750000 Penalty: 4961.563477
	Iteration 7Q: 3 clusters Score -3314309 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3314341.500000 Penalty: 4961.563477
	Iteration 8Q: 3 clusters Score -3314342 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3314363.500000 Penalty: 4961.563477
	Iteration 9Q: 3 clusters Score -3314364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3314385.000000 Penalty: 4961.563477
	Iteration 10Q: 3 clusters Score -3314385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3314396.750000 Penalty: 4961.563477
	Iteration 11Q: 3 clusters Score -3314397 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -3314401.500000 Penalty: 4961.563477
	Iteration 12Q: 3 clusters Score -3314402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3314403.250000 Penalty: 4961.563477
	Iteration 13Q: 3 clusters Score -3314403 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -3314401.750000 Penalty: 4961.563477
	Iteration 14Q: 3 clusters Score -3314402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3314402.000000 Penalty: 4961.563477
	Iteration 15Q: 3 clusters Score -3314402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3314404.000000 Penalty: 4961.563477
	Iteration 16Q: 3 clusters Score -3314404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3314404.750000 Penalty: 4961.563477
	Iteration 17Q: 3 clusters Score -3314405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3314412.250000 Penalty: 4961.563477
	Iteration 18Q: 3 clusters Score -3314412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3314407.250000 Penalty: 4961.563477
	Iteration 19Q: 3 clusters Score -3314407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3314404.500000 Penalty: 4961.563477
	Iteration 20F: 3 clusters Score -3314404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3314410.500000 Penalty: 4961.563477
	Iteration 21Q: 3 clusters Score -3314410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3314411.000000 Penalty: 4961.563477
	Iteration 22Q: 3 clusters Score -3314411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3314419.000000 Penalty: 4961.563477
	Iteration 23Q: 3 clusters Score -3314419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3314427.750000 Penalty: 4961.563477
	Iteration 24Q: 3 clusters Score -3314428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3314426.750000 Penalty: 4961.563477
	Iteration 25Q: 3 clusters Score -3314427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3314422.250000 Penalty: 4961.563477
	Iteration 26Q: 3 clusters Score -3314422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3314421.750000 Penalty: 4961.563477
	Iteration 27Q: 3 clusters Score -3314422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3314428.250000 Penalty: 4961.563477
	Iteration 28Q: 3 clusters Score -3314428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3314434.500000 Penalty: 4961.563477
	Iteration 29Q: 3 clusters Score -3314434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3314434.000000 Penalty: 4961.563477
	Iteration 30Q: 3 clusters Score -3314434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3314431.000000 Penalty: 4961.563477
	Iteration 31Q: 3 clusters Score -3314431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3314425.500000 Penalty: 4961.563477
	Iteration 32Q: 3 clusters Score -3314426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3314425.000000 Penalty: 4961.563477
	Iteration 33Q: 3 clusters Score -3314425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3314427.750000 Penalty: 4961.563477
	Iteration 34Q: 3 clusters Score -3314428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3314432.500000 Penalty: 4961.563477
	Iteration 35Q: 3 clusters Score -3314432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3314431.000000 Penalty: 4961.563477
	Iteration 36Q: 3 clusters Score -3314431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3314433.750000 Penalty: 4961.563477
	Iteration 37Q: 3 clusters Score -3314434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3314433.750000 Penalty: 4961.563477
	Iteration 38F: 3 clusters Score -3314434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 23034 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 211920 members 
Mstep: Class 10 contains 10530 members 
Mstep: Class 11 contains 143932 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 20 contains 1074 members 
Entering Unmasked Estep 
Score: -86572416.000000 Penalty: 62406.335938
Splitting cluster 2 changes total score from -86563232.000000 to -86572416.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (23034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Entering Unmasked Estep 
Score: -3580574.750000 Penalty: 2491.092041
	Iteration 0F: 2 clusters Score -3580575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3564607.750000 Penalty: 4982.184082
	Iteration 0F: 3 clusters Score -3564608 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3570546.000000 Penalty: 4982.184082
	Iteration 1F: 3 clusters Score -3570546 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3571753.000000 Penalty: 4982.184082
	Iteration 2F: 3 clusters Score -3571753 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -3573470.750000 Penalty: 4982.184082
	Iteration 3F: 3 clusters Score -3573471 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3575346.250000 Penalty: 4982.184082
	Iteration 4F: 3 clusters Score -3575346 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -3576938.750000 Penalty: 4982.184082
	Iteration 5F: 3 clusters Score -3576939 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -3578160.250000 Penalty: 4982.184082
	Iteration 6F: 3 clusters Score -3578160 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3579128.500000 Penalty: 4982.184082
	Iteration 7Q: 3 clusters Score -3579128 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3579858.500000 Penalty: 4982.184082
	Iteration 8Q: 3 clusters Score -3579858 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3580291.250000 Penalty: 4982.184082
	Iteration 9Q: 3 clusters Score -3580291 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3580555.500000 Penalty: 4982.184082
	Iteration 10Q: 3 clusters Score -3580556 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3580684.000000 Penalty: 4982.184082
	Iteration 11Q: 3 clusters Score -3580684 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3580764.000000 Penalty: 4982.184082
	Iteration 12Q: 3 clusters Score -3580764 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3580852.500000 Penalty: 4982.184082
	Iteration 13Q: 3 clusters Score -3580852 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3580916.250000 Penalty: 4982.184082
	Iteration 14Q: 3 clusters Score -3580916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3580967.250000 Penalty: 4982.184082
	Iteration 15Q: 3 clusters Score -3580967 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3581010.250000 Penalty: 4982.184082
	Iteration 16Q: 3 clusters Score -3581010 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3581050.500000 Penalty: 4982.184082
	Iteration 17Q: 3 clusters Score -3581050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3581080.000000 Penalty: 4982.184082
	Iteration 18Q: 3 clusters Score -3581080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3581113.000000 Penalty: 4982.184082
	Iteration 19Q: 3 clusters Score -3581113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3581115.000000 Penalty: 4982.184082
	Iteration 20F: 3 clusters Score -3581115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3581136.000000 Penalty: 4982.184082
	Iteration 21Q: 3 clusters Score -3581136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3581166.750000 Penalty: 4982.184082
	Iteration 22Q: 3 clusters Score -3581167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3581177.250000 Penalty: 4982.184082
	Iteration 23Q: 3 clusters Score -3581177 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3581188.000000 Penalty: 4982.184082
	Iteration 24Q: 3 clusters Score -3581188 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3581187.000000 Penalty: 4982.184082
	Iteration 25Q: 3 clusters Score -3581187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3581212.000000 Penalty: 4982.184082
	Iteration 26Q: 3 clusters Score -3581212 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3581224.000000 Penalty: 4982.184082
	Iteration 27Q: 3 clusters Score -3581224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3581228.000000 Penalty: 4982.184082
	Iteration 28Q: 3 clusters Score -3581228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3581229.250000 Penalty: 4982.184082
	Iteration 29Q: 3 clusters Score -3581229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3581228.500000 Penalty: 4982.184082
	Iteration 30Q: 3 clusters Score -3581228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3581234.250000 Penalty: 4982.184082
	Iteration 31Q: 3 clusters Score -3581234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3581240.250000 Penalty: 4982.184082
	Iteration 32Q: 3 clusters Score -3581240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3581243.000000 Penalty: 4982.184082
	Iteration 33Q: 3 clusters Score -3581243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3581238.500000 Penalty: 4982.184082
	Iteration 34Q: 3 clusters Score -3581238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3581245.750000 Penalty: 4982.184082
	Iteration 35Q: 3 clusters Score -3581246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -3581251.750000 Penalty: 4982.184082
	Iteration 36Q: 3 clusters Score -3581252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3581251.500000 Penalty: 4982.184082
	Iteration 37Q: 3 clusters Score -3581252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3581253.750000 Penalty: 4982.184082
	Iteration 38Q: 3 clusters Score -3581254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3581256.750000 Penalty: 4982.184082
	Iteration 39Q: 3 clusters Score -3581257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3581260.500000 Penalty: 4982.184082
	Iteration 40F: 3 clusters Score -3581260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3581254.500000 Penalty: 4982.184082
	Iteration 41Q: 3 clusters Score -3581254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3581256.500000 Penalty: 4982.184082
	Iteration 42Q: 3 clusters Score -3581256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3581260.750000 Penalty: 4982.184082
	Iteration 43Q: 3 clusters Score -3581261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3581265.500000 Penalty: 4982.184082
	Iteration 44Q: 3 clusters Score -3581266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3581266.500000 Penalty: 4982.184082
	Iteration 45Q: 3 clusters Score -3581266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -3581265.000000 Penalty: 4982.184082
	Iteration 46Q: 3 clusters Score -3581265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3581264.250000 Penalty: 4982.184082
	Iteration 47Q: 3 clusters Score -3581264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3581269.750000 Penalty: 4982.184082
	Iteration 48Q: 3 clusters Score -3581270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3581266.750000 Penalty: 4982.184082
	Iteration 49Q: 3 clusters Score -3581267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3581266.250000 Penalty: 4982.184082
	Iteration 50Q: 3 clusters Score -3581266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -3581266.750000 Penalty: 4982.184082
	Iteration 51Q: 3 clusters Score -3581267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3581261.750000 Penalty: 4982.184082
	Iteration 52Q: 3 clusters Score -3581262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3581262.750000 Penalty: 4982.184082
	Iteration 53Q: 3 clusters Score -3581263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3581263.250000 Penalty: 4982.184082
	Iteration 54Q: 3 clusters Score -3581263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3581264.000000 Penalty: 4982.184082
	Iteration 55Q: 3 clusters Score -3581264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3581264.000000 Penalty: 4982.184082
	Iteration 56F: 3 clusters Score -3581264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 211920 members 
Mstep: Class 10 contains 10530 members 
Mstep: Class 11 contains 143932 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Entering Unmasked Estep 
Score: -86572616.000000 Penalty: 65690.882812
Splitting cluster 3 changes total score from -86563232.000000 to -86572616.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -1302616.125000 Penalty: 2248.742188
	Iteration 0F: 2 clusters Score -1302616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1295856.875000 Penalty: 4497.484375
	Iteration 0F: 3 clusters Score -1295857 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1297846.375000 Penalty: 4497.484375
	Iteration 1F: 3 clusters Score -1297846 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1298310.250000 Penalty: 4497.484375
	Iteration 2F: 3 clusters Score -1298310 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1298862.625000 Penalty: 4497.484375
	Iteration 3F: 3 clusters Score -1298863 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1299513.000000 Penalty: 4497.484375
	Iteration 4F: 3 clusters Score -1299513 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1300025.250000 Penalty: 4497.484375
	Iteration 5F: 3 clusters Score -1300025 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1300436.250000 Penalty: 4497.484375
	Iteration 6F: 3 clusters Score -1300436 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1300841.875000 Penalty: 4497.484375
	Iteration 7Q: 3 clusters Score -1300842 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1301276.375000 Penalty: 4497.484375
	Iteration 8Q: 3 clusters Score -1301276 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1301681.375000 Penalty: 4497.484375
	Iteration 9Q: 3 clusters Score -1301681 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1302145.625000 Penalty: 4497.484375
	Iteration 10Q: 3 clusters Score -1302146 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1302859.000000 Penalty: 4497.484375
	Iteration 11F: 3 clusters Score -1302859 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1303810.000000 Penalty: 4497.484375
	Iteration 12F: 3 clusters Score -1303810 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1304916.125000 Penalty: 4497.484375
	Iteration 13F: 3 clusters Score -1304916 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1305630.875000 Penalty: 4497.484375
	Iteration 14Q: 3 clusters Score -1305631 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1305982.000000 Penalty: 4497.484375
	Iteration 15Q: 3 clusters Score -1305982 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1306099.625000 Penalty: 4497.484375
	Iteration 16Q: 3 clusters Score -1306100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1306146.250000 Penalty: 4497.484375
	Iteration 17Q: 3 clusters Score -1306146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1306163.500000 Penalty: 4497.484375
	Iteration 18Q: 3 clusters Score -1306164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1306179.000000 Penalty: 4497.484375
	Iteration 19Q: 3 clusters Score -1306179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1306187.500000 Penalty: 4497.484375
	Iteration 20F: 3 clusters Score -1306188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1306189.375000 Penalty: 4497.484375
	Iteration 21Q: 3 clusters Score -1306189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1306191.750000 Penalty: 4497.484375
	Iteration 22Q: 3 clusters Score -1306192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1306192.250000 Penalty: 4497.484375
	Iteration 23Q: 3 clusters Score -1306192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1306193.500000 Penalty: 4497.484375
	Iteration 24Q: 3 clusters Score -1306194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1306196.250000 Penalty: 4497.484375
	Iteration 25Q: 3 clusters Score -1306196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1306197.875000 Penalty: 4497.484375
	Iteration 26Q: 3 clusters Score -1306198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1306198.375000 Penalty: 4497.484375
	Iteration 27Q: 3 clusters Score -1306198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1306200.500000 Penalty: 4497.484375
	Iteration 28Q: 3 clusters Score -1306200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1306200.000000 Penalty: 4497.484375
	Iteration 29Q: 3 clusters Score -1306200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1306200.000000 Penalty: 4497.484375
	Iteration 30F: 3 clusters Score -1306200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 211920 members 
Mstep: Class 10 contains 10530 members 
Mstep: Class 11 contains 143932 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Entering Unmasked Estep 
Score: -86574872.000000 Penalty: 68975.421875
Splitting cluster 4 changes total score from -86563232.000000 to -86574872.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -361107.218750 Penalty: 1970.058105
	Iteration 0F: 2 clusters Score -361107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -358323.312500 Penalty: 3940.116211
	Iteration 0F: 3 clusters Score -358323.3 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -362433.593750 Penalty: 3940.116211
	Iteration 1F: 3 clusters Score -362433.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -365438.312500 Penalty: 3940.116211
	Iteration 2F: 3 clusters Score -365438.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -366758.937500 Penalty: 3940.116211
	Iteration 3F: 3 clusters Score -366758.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -367214.718750 Penalty: 3940.116211
	Iteration 4Q: 3 clusters Score -367214.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -367880.968750 Penalty: 3940.116211
	Iteration 5Q: 3 clusters Score -367881 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -368656.000000 Penalty: 3940.116211
	Iteration 6Q: 3 clusters Score -368656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -368804.062500 Penalty: 3940.116211
	Iteration 7Q: 3 clusters Score -368804.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -368905.343750 Penalty: 3940.116211
	Iteration 8Q: 3 clusters Score -368905.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -369029.437500 Penalty: 3940.116211
	Iteration 9Q: 3 clusters Score -369029.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -369179.156250 Penalty: 3940.116211
	Iteration 10Q: 3 clusters Score -369179.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -369312.812500 Penalty: 3940.116211
	Iteration 11Q: 3 clusters Score -369312.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -369446.687500 Penalty: 3940.116211
	Iteration 12Q: 3 clusters Score -369446.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -369660.843750 Penalty: 3940.116211
	Iteration 13Q: 3 clusters Score -369660.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -369928.718750 Penalty: 3940.116211
	Iteration 14Q: 3 clusters Score -369928.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -370245.093750 Penalty: 3940.116211
	Iteration 15Q: 3 clusters Score -370245.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -370466.875000 Penalty: 3940.116211
	Iteration 16Q: 3 clusters Score -370466.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -370626.218750 Penalty: 3940.116211
	Iteration 17Q: 3 clusters Score -370626.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -370690.281250 Penalty: 3940.116211
	Iteration 18Q: 3 clusters Score -370690.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -370769.281250 Penalty: 3940.116211
	Iteration 19Q: 3 clusters Score -370769.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -371040.843750 Penalty: 3940.116211
	Iteration 20F: 3 clusters Score -371040.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -371326.156250 Penalty: 3940.116211
	Iteration 21Q: 3 clusters Score -371326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -371353.406250 Penalty: 3940.116211
	Iteration 22Q: 3 clusters Score -371353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -371353.406250 Penalty: 3940.116211
	Iteration 23F: 3 clusters Score -371353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 211920 members 
Mstep: Class 10 contains 10530 members 
Mstep: Class 11 contains 143932 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
Score: -86583840.000000 Penalty: 72259.968750
Splitting cluster 5 changes total score from -86563232.000000 to -86583840.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -270915.500000 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -270915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -268422.375000 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -268422.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -269071.250000 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -269071.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -269647.093750 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -269647.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -270516.656250 Penalty: 3756.216553
	Iteration 3F: 3 clusters Score -270516.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -271454.218750 Penalty: 3756.216553
	Iteration 4F: 3 clusters Score -271454.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -271814.343750 Penalty: 3756.216553
	Iteration 5F: 3 clusters Score -271814.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -271886.156250 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -271886.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -271906.281250 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -271906.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -271919.468750 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -271919.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -271932.312500 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -271932.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -271939.656250 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -271939.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -271944.812500 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -271944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -271950.125000 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -271950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271954.187500 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -271954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -271956.656250 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -271956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -271960.781250 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -271960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -271962.750000 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -271962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -271962.875000 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -271962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -271963.625000 Penalty: 3756.216553
	Iteration 18Q: 3 clusters Score -271963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -271964.500000 Penalty: 3756.216553
	Iteration 19Q: 3 clusters Score -271964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -271965.750000 Penalty: 3756.216553
	Iteration 20F: 3 clusters Score -271965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -271969.687500 Penalty: 3756.216553
	Iteration 21Q: 3 clusters Score -271969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -271973.093750 Penalty: 3756.216553
	Iteration 22Q: 3 clusters Score -271973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -271976.031250 Penalty: 3756.216553
	Iteration 23Q: 3 clusters Score -271976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -271976.031250 Penalty: 3756.216553
	Iteration 24F: 3 clusters Score -271976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 211920 members 
Mstep: Class 10 contains 10530 members 
Mstep: Class 11 contains 143932 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Entering Unmasked Estep 
Score: -86583496.000000 Penalty: 75544.515625
Splitting cluster 7 changes total score from -86563232.000000 to -86583496.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -81379.773438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -81379.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79910.273438 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -79910.27 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80252.070312 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -80252.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -80397.773438 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -80397.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -80531.398438 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -80531.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -80743.914062 Penalty: 3161.166504
	Iteration 4F: 3 clusters Score -80743.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -80867.437500 Penalty: 3161.166504
	Iteration 5F: 3 clusters Score -80867.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -80950.062500 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -80950.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -80979.867188 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -80979.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -81024.648438 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -81024.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -81047.593750 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -81047.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -81063.625000 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -81063.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -81079.234375 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -81079.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -81079.234375 Penalty: 3161.166504
	Iteration 12F: 3 clusters Score -81079.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (211920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211920 members 
Entering Unmasked Estep 
Score: -33204444.000000 Penalty: 3041.462891
	Iteration 0F: 2 clusters Score -3.320444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 106154 members 
Entering Unmasked Estep 
Score: -33140918.000000 Penalty: 6082.925781
	Iteration 0F: 3 clusters Score -3.314092e+07 nChanged 102191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102447 members 
Mstep: Class 2 contains 109473 members 
Entering Unmasked Estep 
Score: -33200684.000000 Penalty: 6082.925781
	Iteration 1F: 3 clusters Score -3.320068e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -33202142.000000 Penalty: 6082.925781
	Iteration 2Q: 3 clusters Score -3.320214e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97639 members 
Mstep: Class 2 contains 114281 members 
Entering Unmasked Estep 
Score: -33204458.000000 Penalty: 6082.925781
	Iteration 3Q: 3 clusters Score -3.320446e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 118383 members 
Entering Unmasked Estep 
Score: -33207660.000000 Penalty: 6082.925781
	Iteration 4Q: 3 clusters Score -3.320766e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88223 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -33212706.000000 Penalty: 6082.925781
	Iteration 5F: 3 clusters Score -3.321271e+07 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 130037 members 
Entering Unmasked Estep 
Score: -33219992.000000 Penalty: 6082.925781
	Iteration 6F: 3 clusters Score -3.321999e+07 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -33228556.000000 Penalty: 6082.925781
	Iteration 7F: 3 clusters Score -3.322856e+07 nChanged 13768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 140472 members 
Entering Unmasked Estep 
Score: -33237082.000000 Penalty: 6082.925781
	Iteration 8F: 3 clusters Score -3.323708e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 142242 members 
Entering Unmasked Estep 
Score: -33242646.000000 Penalty: 6082.925781
	Iteration 9F: 3 clusters Score -3.324265e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69174 members 
Mstep: Class 2 contains 142746 members 
Entering Unmasked Estep 
Score: -33244782.000000 Penalty: 6082.925781
	Iteration 10Q: 3 clusters Score -3.324478e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 142911 members 
Entering Unmasked Estep 
Score: -33245250.000000 Penalty: 6082.925781
	Iteration 11Q: 3 clusters Score -3.324525e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 142945 members 
Entering Unmasked Estep 
Score: -33245340.000000 Penalty: 6082.925781
	Iteration 12Q: 3 clusters Score -3.324534e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 142828 members 
Entering Unmasked Estep 
Score: -33245362.000000 Penalty: 6082.925781
	Iteration 13Q: 3 clusters Score -3.324536e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Mstep: Class 2 contains 142553 members 
Entering Unmasked Estep 
Score: -33245382.000000 Penalty: 6082.925781
	Iteration 14Q: 3 clusters Score -3.324538e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 142035 members 
Entering Unmasked Estep 
Score: -33245386.000000 Penalty: 6082.925781
	Iteration 15Q: 3 clusters Score -3.324539e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 141368 members 
Entering Unmasked Estep 
Score: -33245364.000000 Penalty: 6082.925781
	Iteration 16Q: 3 clusters Score -3.324536e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -33245488.000000 Penalty: 6082.925781
	Iteration 17Q: 3 clusters Score -3.324549e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -33245464.000000 Penalty: 6082.925781
	Iteration 18Q: 3 clusters Score -3.324546e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 138555 members 
Entering Unmasked Estep 
Score: -33245514.000000 Penalty: 6082.925781
	Iteration 19Q: 3 clusters Score -3.324551e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 137403 members 
Entering Unmasked Estep 
Score: -33245768.000000 Penalty: 6082.925781
	Iteration 20F: 3 clusters Score -3.324577e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 136045 members 
Entering Unmasked Estep 
Score: -33246014.000000 Penalty: 6082.925781
	Iteration 21Q: 3 clusters Score -3.324601e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 134584 members 
Entering Unmasked Estep 
Score: -33246190.000000 Penalty: 6082.925781
	Iteration 22Q: 3 clusters Score -3.324619e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 133052 members 
Entering Unmasked Estep 
Score: -33246340.000000 Penalty: 6082.925781
	Iteration 23Q: 3 clusters Score -3.324634e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 131408 members 
Entering Unmasked Estep 
Score: -33246608.000000 Penalty: 6082.925781
	Iteration 24Q: 3 clusters Score -3.324661e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -33246656.000000 Penalty: 6082.925781
	Iteration 25Q: 3 clusters Score -3.324666e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 127986 members 
Entering Unmasked Estep 
Score: -33246730.000000 Penalty: 6082.925781
	Iteration 26Q: 3 clusters Score -3.324673e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 126167 members 
Entering Unmasked Estep 
Score: -33247038.000000 Penalty: 6082.925781
	Iteration 27Q: 3 clusters Score -3.324704e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 124290 members 
Entering Unmasked Estep 
Score: -33247234.000000 Penalty: 6082.925781
	Iteration 28Q: 3 clusters Score -3.324723e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 122306 members 
Entering Unmasked Estep 
Score: -33247512.000000 Penalty: 6082.925781
	Iteration 29Q: 3 clusters Score -3.324751e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -33247698.000000 Penalty: 6082.925781
	Iteration 30Q: 3 clusters Score -3.32477e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 118343 members 
Entering Unmasked Estep 
Score: -33247942.000000 Penalty: 6082.925781
	Iteration 31Q: 3 clusters Score -3.324794e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 116448 members 
Entering Unmasked Estep 
Score: -33248292.000000 Penalty: 6082.925781
	Iteration 32Q: 3 clusters Score -3.324829e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97076 members 
Mstep: Class 2 contains 114844 members 
Entering Unmasked Estep 
Score: -33248512.000000 Penalty: 6082.925781
	Iteration 33Q: 3 clusters Score -3.324851e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 113492 members 
Entering Unmasked Estep 
Score: -33248816.000000 Penalty: 6082.925781
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 112320 members 
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	Iteration 35Q: 3 clusters Score -3.324915e+07 nChanged 1693
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Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 111281 members 
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	Iteration 36Q: 3 clusters Score -3.324937e+07 nChanged 1632
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Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3.324955e+07 nChanged 1558
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Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 109629 members 
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	Iteration 38Q: 3 clusters Score -3.324952e+07 nChanged 1510
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Mstep: Class 1 contains 102827 members 
Mstep: Class 2 contains 109093 members 
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	Iteration 39Q: 3 clusters Score -3.324973e+07 nChanged 1502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103191 members 
Mstep: Class 2 contains 108729 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3.325e+07 nChanged 1442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 108499 members 
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	Iteration 41Q: 3 clusters Score -3.325016e+07 nChanged 1335
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Mstep: Class 2 contains 108416 members 
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	Iteration 42Q: 3 clusters Score -3.325033e+07 nChanged 1337
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Mstep: Class 2 contains 108363 members 
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	Iteration 43Q: 3 clusters Score -3.325052e+07 nChanged 1302
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Mstep: Class 2 contains 108361 members 
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	Iteration 44Q: 3 clusters Score -3.325065e+07 nChanged 1332
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Mstep: Class 2 contains 108383 members 
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	Iteration 45Q: 3 clusters Score -3.32508e+07 nChanged 1318
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Mstep: Class 2 contains 108431 members 
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	Iteration 46Q: 3 clusters Score -3.325096e+07 nChanged 1434
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Mstep: Class 2 contains 108547 members 
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Mstep: Class 2 contains 108727 members 
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	Iteration 48Q: 3 clusters Score -3.325104e+07 nChanged 1307
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Mstep: Class 2 contains 108930 members 
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	Iteration 49Q: 3 clusters Score -3.325111e+07 nChanged 1355
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Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 109133 members 
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	Iteration 50Q: 3 clusters Score -3.325123e+07 nChanged 1305
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Mstep: Class 2 contains 109312 members 
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Mstep: Class 2 contains 109517 members 
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Mstep: Class 2 contains 109746 members 
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Mstep: Class 2 contains 109980 members 
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Mstep: Class 2 contains 110190 members 
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	Iteration 55Q: 3 clusters Score -3.325168e+07 nChanged 1054
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Mstep: Class 2 contains 110376 members 
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	Iteration 56Q: 3 clusters Score -3.325173e+07 nChanged 1052
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Mstep: Class 2 contains 110504 members 
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	Iteration 57Q: 3 clusters Score -3.325183e+07 nChanged 1004
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Mstep: Class 2 contains 110646 members 
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	Iteration 58Q: 3 clusters Score -3.325191e+07 nChanged 958
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Mstep: Class 2 contains 111012 members 
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	Iteration 60F: 3 clusters Score -3.325192e+07 nChanged 904
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Mstep: Class 2 contains 111178 members 
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Mstep: Class 2 contains 111340 members 
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	Iteration 62Q: 3 clusters Score -3.325211e+07 nChanged 841
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Mstep: Class 2 contains 111517 members 
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Mstep: Class 2 contains 111676 members 
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Mstep: Class 2 contains 111844 members 
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Mstep: Class 2 contains 112120 members 
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Mstep: Class 2 contains 112197 members 
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Mstep: Class 2 contains 112273 members 
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	Iteration 69Q: 3 clusters Score -3.325265e+07 nChanged 530
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Mstep: Class 2 contains 112399 members 
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Mstep: Class 2 contains 112493 members 
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	Iteration 71Q: 3 clusters Score -3.325276e+07 nChanged 462
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Mstep: Class 2 contains 112567 members 
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	Iteration 72Q: 3 clusters Score -3.32527e+07 nChanged 406
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Mstep: Class 2 contains 112669 members 
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	Iteration 73Q: 3 clusters Score -3.325273e+07 nChanged 370
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Mstep: Class 2 contains 112709 members 
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	Iteration 74Q: 3 clusters Score -3.325279e+07 nChanged 364
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Mstep: Class 2 contains 112745 members 
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	Iteration 75Q: 3 clusters Score -3.325287e+07 nChanged 349
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Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 112794 members 
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	Iteration 76Q: 3 clusters Score -3.325295e+07 nChanged 351
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Mstep: Class 2 contains 112845 members 
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	Iteration 78Q: 3 clusters Score -3.325297e+07 nChanged 279
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Mstep: Class 2 contains 112873 members 
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	Iteration 79Q: 3 clusters Score -3.325299e+07 nChanged 243
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Mstep: Class 2 contains 112874 members 
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	Iteration 80F: 3 clusters Score -3.325299e+07 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 2 contains 112863 members 
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	Iteration 81Q: 3 clusters Score -3.325296e+07 nChanged 250
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Mstep: Class 2 contains 112861 members 
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	Iteration 82Q: 3 clusters Score -3.325296e+07 nChanged 218
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	Iteration 83Q: 3 clusters Score -3.325295e+07 nChanged 194
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	Iteration 84Q: 3 clusters Score -3.325292e+07 nChanged 178
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	Iteration 85Q: 3 clusters Score -3.325292e+07 nChanged 162
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	Iteration 86Q: 3 clusters Score -3.325288e+07 nChanged 162
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	Iteration 87Q: 3 clusters Score -3.325293e+07 nChanged 164
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	Iteration 89Q: 3 clusters Score -3.325295e+07 nChanged 129
Entering Unmasked Mstep 
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	Iteration 90Q: 3 clusters Score -3.325292e+07 nChanged 129
Entering Unmasked Mstep 
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	Iteration 91Q: 3 clusters Score -3.325295e+07 nChanged 147
Entering Unmasked Mstep 
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	Iteration 92Q: 3 clusters Score -3.325295e+07 nChanged 152
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	Iteration 93Q: 3 clusters Score -3.325293e+07 nChanged 167
Entering Unmasked Mstep 
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	Iteration 94Q: 3 clusters Score -3.325294e+07 nChanged 163
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	Iteration 95Q: 3 clusters Score -3.3253e+07 nChanged 152
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	Iteration 96Q: 3 clusters Score -3.325295e+07 nChanged 150
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	Iteration 97Q: 3 clusters Score -3.325298e+07 nChanged 141
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Entering Unmasked Mstep 
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	Iteration 100F: 3 clusters Score -3.325301e+07 nChanged 90
Entering Unmasked Mstep 
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	Iteration 101Q: 3 clusters Score -3.325306e+07 nChanged 89
Entering Unmasked Mstep 
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	Iteration 102Q: 3 clusters Score -3.325308e+07 nChanged 72
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Mstep: Class 2 contains 112996 members 
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	Iteration 103Q: 3 clusters Score -3.325309e+07 nChanged 96
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	Iteration 104Q: 3 clusters Score -3.325308e+07 nChanged 84
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	Iteration 105Q: 3 clusters Score -3.325306e+07 nChanged 82
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	Iteration 106Q: 3 clusters Score -3.325309e+07 nChanged 88
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	Iteration 107Q: 3 clusters Score -3.325313e+07 nChanged 85
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	Iteration 108Q: 3 clusters Score -3.325317e+07 nChanged 72
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	Iteration 109Q: 3 clusters Score -3.325311e+07 nChanged 57
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	Iteration 110Q: 3 clusters Score -3.325312e+07 nChanged 57
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	Iteration 111Q: 3 clusters Score -3.325312e+07 nChanged 54
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Mstep: Class 2 contains 113071 members 
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	Iteration 112Q: 3 clusters Score -3.32531e+07 nChanged 55
Entering Unmasked Mstep 
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	Iteration 113Q: 3 clusters Score -3.325311e+07 nChanged 46
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	Iteration 114Q: 3 clusters Score -3.325312e+07 nChanged 48
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	Iteration 115Q: 3 clusters Score -3.325312e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 113122 members 
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	Iteration 116Q: 3 clusters Score -3.325315e+07 nChanged 48
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	Iteration 117Q: 3 clusters Score -3.325315e+07 nChanged 49
Entering Unmasked Mstep 
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	Iteration 118Q: 3 clusters Score -3.325319e+07 nChanged 62
Entering Unmasked Mstep 
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	Iteration 119Q: 3 clusters Score -3.325318e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3.32532e+07 nChanged 46
Entering Unmasked Mstep 
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	Iteration 121Q: 3 clusters Score -3.325322e+07 nChanged 44
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3.325323e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -33253262.000000 Penalty: 6082.925781
	Iteration 123Q: 3 clusters Score -3.325326e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 113129 members 
Entering Unmasked Estep 
Score: -33253252.000000 Penalty: 6082.925781
	Iteration 124Q: 3 clusters Score -3.325325e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -33253226.000000 Penalty: 6082.925781
	Iteration 125Q: 3 clusters Score -3.325323e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98769 members 
Mstep: Class 2 contains 113151 members 
Entering Unmasked Estep 
Score: -33253220.000000 Penalty: 6082.925781
	Iteration 126Q: 3 clusters Score -3.325322e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 113158 members 
Entering Unmasked Estep 
Score: -33253228.000000 Penalty: 6082.925781
	Iteration 127Q: 3 clusters Score -3.325323e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Mstep: Class 2 contains 113165 members 
Entering Unmasked Estep 
Score: -33253236.000000 Penalty: 6082.925781
	Iteration 128Q: 3 clusters Score -3.325324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 113160 members 
Entering Unmasked Estep 
Score: -33253218.000000 Penalty: 6082.925781
	Iteration 129Q: 3 clusters Score -3.325322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 113166 members 
Entering Unmasked Estep 
Score: -33253234.000000 Penalty: 6082.925781
	Iteration 130Q: 3 clusters Score -3.325323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -33253226.000000 Penalty: 6082.925781
	Iteration 131Q: 3 clusters Score -3.325323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 113176 members 
Entering Unmasked Estep 
Score: -33253208.000000 Penalty: 6082.925781
	Iteration 132Q: 3 clusters Score -3.325321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98734 members 
Mstep: Class 2 contains 113186 members 
Entering Unmasked Estep 
Score: -33253210.000000 Penalty: 6082.925781
	Iteration 133Q: 3 clusters Score -3.325321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Mstep: Class 2 contains 113180 members 
Entering Unmasked Estep 
Score: -33253210.000000 Penalty: 6082.925781
	Iteration 134Q: 3 clusters Score -3.325321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 113178 members 
Entering Unmasked Estep 
Score: -33253214.000000 Penalty: 6082.925781
	Iteration 135Q: 3 clusters Score -3.325321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98736 members 
Mstep: Class 2 contains 113184 members 
Entering Unmasked Estep 
Score: -33253222.000000 Penalty: 6082.925781
	Iteration 136Q: 3 clusters Score -3.325322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -33253252.000000 Penalty: 6082.925781
	Iteration 137Q: 3 clusters Score -3.325325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 113195 members 
Entering Unmasked Estep 
Score: -33253238.000000 Penalty: 6082.925781
	Iteration 138Q: 3 clusters Score -3.325324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 113199 members 
Entering Unmasked Estep 
Score: -33253242.000000 Penalty: 6082.925781
	Iteration 139Q: 3 clusters Score -3.325324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -33253256.000000 Penalty: 6082.925781
	Iteration 140F: 3 clusters Score -3.325326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98713 members 
Mstep: Class 2 contains 113207 members 
Entering Unmasked Estep 
Score: -33253232.000000 Penalty: 6082.925781
	Iteration 141Q: 3 clusters Score -3.325323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98712 members 
Mstep: Class 2 contains 113208 members 
Entering Unmasked Estep 
Score: -33253232.000000 Penalty: 6082.925781
	Iteration 142Q: 3 clusters Score -3.325323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 113209 members 
Entering Unmasked Estep 
Score: -33253236.000000 Penalty: 6082.925781
	Iteration 143Q: 3 clusters Score -3.325324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -33253220.000000 Penalty: 6082.925781
	Iteration 144Q: 3 clusters Score -3.325322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 113212 members 
Entering Unmasked Estep 
Score: -33253228.000000 Penalty: 6082.925781
	Iteration 145Q: 3 clusters Score -3.325323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98706 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -33253226.000000 Penalty: 6082.925781
	Iteration 146Q: 3 clusters Score -3.325323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -33253230.000000 Penalty: 6082.925781
	Iteration 147Q: 3 clusters Score -3.325323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -33253226.000000 Penalty: 6082.925781
	Iteration 148Q: 3 clusters Score -3.325323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98699 members 
Mstep: Class 2 contains 113221 members 
Entering Unmasked Estep 
Score: -33253238.000000 Penalty: 6082.925781
	Iteration 149Q: 3 clusters Score -3.325324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98703 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -33253242.000000 Penalty: 6082.925781
	Iteration 150Q: 3 clusters Score -3.325324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -33253240.000000 Penalty: 6082.925781
	Iteration 151Q: 3 clusters Score -3.325324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -33253250.000000 Penalty: 6082.925781
	Iteration 152Q: 3 clusters Score -3.325325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 113216 members 
Entering Unmasked Estep 
Score: -33253220.000000 Penalty: 6082.925781
	Iteration 153Q: 3 clusters Score -3.325322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 113219 members 
Entering Unmasked Estep 
Score: -33253250.000000 Penalty: 6082.925781
	Iteration 154Q: 3 clusters Score -3.325325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98702 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -33253228.000000 Penalty: 6082.925781
	Iteration 155Q: 3 clusters Score -3.325323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -33253232.000000 Penalty: 6082.925781
	Iteration 156Q: 3 clusters Score -3.325323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -33253218.000000 Penalty: 6082.925781
	Iteration 157Q: 3 clusters Score -3.325322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -33253202.000000 Penalty: 6082.925781
	Iteration 158Q: 3 clusters Score -3.32532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98700 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -33253212.000000 Penalty: 6082.925781
	Iteration 159Q: 3 clusters Score -3.325321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 113224 members 
Entering Unmasked Estep 
Score: -33253212.000000 Penalty: 6082.925781
	Iteration 160F: 3 clusters Score -3.325321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 113225 members 
Entering Unmasked Estep 
Score: -33253204.000000 Penalty: 6082.925781
	Iteration 161Q: 3 clusters Score -3.32532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 113224 members 
Entering Unmasked Estep 
Score: -33253202.000000 Penalty: 6082.925781
	Iteration 162Q: 3 clusters Score -3.32532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98697 members 
Mstep: Class 2 contains 113223 members 
Entering Unmasked Estep 
Score: -33253204.000000 Penalty: 6082.925781
	Iteration 163Q: 3 clusters Score -3.32532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -33253204.000000 Penalty: 6082.925781
	Iteration 164Q: 3 clusters Score -3.32532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -33253200.000000 Penalty: 6082.925781
	Iteration 165Q: 3 clusters Score -3.32532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 113228 members 
Entering Unmasked Estep 
Score: -33253200.000000 Penalty: 6082.925781
	Iteration 166F: 3 clusters Score -3.32532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 10530 members 
Mstep: Class 11 contains 143932 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Entering Unmasked Estep 
Score: -86632832.000000 Penalty: 78829.054688
Splitting cluster 9 changes total score from -86563232.000000 to -86632832.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (10530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Entering Unmasked Estep 
Score: -1557564.625000 Penalty: 2296.971924
	Iteration 0F: 2 clusters Score -1557565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1549618.750000 Penalty: 4593.943848
	Iteration 0F: 3 clusters Score -1549619 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1552154.875000 Penalty: 4593.943848
	Iteration 1F: 3 clusters Score -1552155 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1552635.750000 Penalty: 4593.943848
	Iteration 2F: 3 clusters Score -1552636 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1553129.500000 Penalty: 4593.943848
	Iteration 3F: 3 clusters Score -1553130 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1553814.250000 Penalty: 4593.943848
	Iteration 4F: 3 clusters Score -1553814 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1554913.250000 Penalty: 4593.943848
	Iteration 5F: 3 clusters Score -1554913 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1556653.125000 Penalty: 4593.943848
	Iteration 6F: 3 clusters Score -1556653 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1558333.500000 Penalty: 4593.943848
	Iteration 7F: 3 clusters Score -1558334 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1559191.625000 Penalty: 4593.943848
	Iteration 8F: 3 clusters Score -1559192 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1559614.875000 Penalty: 4593.943848
	Iteration 9F: 3 clusters Score -1559615 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1559859.875000 Penalty: 4593.943848
	Iteration 10Q: 3 clusters Score -1559860 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1560048.375000 Penalty: 4593.943848
	Iteration 11Q: 3 clusters Score -1560048 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1560280.875000 Penalty: 4593.943848
	Iteration 12Q: 3 clusters Score -1560281 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1560534.875000 Penalty: 4593.943848
	Iteration 13Q: 3 clusters Score -1560535 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1560666.000000 Penalty: 4593.943848
	Iteration 14Q: 3 clusters Score -1560666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1560715.625000 Penalty: 4593.943848
	Iteration 15Q: 3 clusters Score -1560716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1560735.750000 Penalty: 4593.943848
	Iteration 16Q: 3 clusters Score -1560736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1560748.375000 Penalty: 4593.943848
	Iteration 17Q: 3 clusters Score -1560748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1560758.875000 Penalty: 4593.943848
	Iteration 18Q: 3 clusters Score -1560759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1560762.250000 Penalty: 4593.943848
	Iteration 19Q: 3 clusters Score -1560762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1560766.750000 Penalty: 4593.943848
	Iteration 20F: 3 clusters Score -1560767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1560770.000000 Penalty: 4593.943848
	Iteration 21Q: 3 clusters Score -1560770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1560777.125000 Penalty: 4593.943848
	Iteration 22Q: 3 clusters Score -1560777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1560781.000000 Penalty: 4593.943848
	Iteration 23Q: 3 clusters Score -1560781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1560786.000000 Penalty: 4593.943848
	Iteration 24Q: 3 clusters Score -1560786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1560788.875000 Penalty: 4593.943848
	Iteration 25Q: 3 clusters Score -1560789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1560789.750000 Penalty: 4593.943848
	Iteration 26Q: 3 clusters Score -1560790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1560791.250000 Penalty: 4593.943848
	Iteration 27Q: 3 clusters Score -1560791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1560790.250000 Penalty: 4593.943848
	Iteration 28Q: 3 clusters Score -1560790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1560791.875000 Penalty: 4593.943848
	Iteration 29Q: 3 clusters Score -1560792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1560790.500000 Penalty: 4593.943848
	Iteration 30Q: 3 clusters Score -1560790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1560790.500000 Penalty: 4593.943848
	Iteration 31F: 3 clusters Score -1560790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 143932 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 2693 members 
Entering Unmasked Estep 
Score: -86635248.000000 Penalty: 82113.601562
Splitting cluster 10 changes total score from -86563232.000000 to -86635248.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (143932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143932 members 
Entering Unmasked Estep 
Score: -22615160.000000 Penalty: 2945.519775
	Iteration 0F: 2 clusters Score -2.261516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -22553928.000000 Penalty: 5891.039551
	Iteration 0F: 3 clusters Score -2.255393e+07 nChanged 68549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -22593440.000000 Penalty: 5891.039551
	Iteration 1F: 3 clusters Score -2.259344e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -22594974.000000 Penalty: 5891.039551
	Iteration 2Q: 3 clusters Score -2.259497e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -22597534.000000 Penalty: 5891.039551
	Iteration 3Q: 3 clusters Score -2.259753e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 73476 members 
Entering Unmasked Estep 
Score: -22601138.000000 Penalty: 5891.039551
	Iteration 4F: 3 clusters Score -2.260114e+07 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -22605774.000000 Penalty: 5891.039551
	Iteration 5F: 3 clusters Score -2.260577e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -22611776.000000 Penalty: 5891.039551
	Iteration 6F: 3 clusters Score -2.261178e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 79241 members 
Entering Unmasked Estep 
Score: -22618486.000000 Penalty: 5891.039551
	Iteration 7F: 3 clusters Score -2.261849e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -22625414.000000 Penalty: 5891.039551
	Iteration 8F: 3 clusters Score -2.262541e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -22630672.000000 Penalty: 5891.039551
	Iteration 9F: 3 clusters Score -2.263067e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 85153 members 
Entering Unmasked Estep 
Score: -22633588.000000 Penalty: 5891.039551
	Iteration 10Q: 3 clusters Score -2.263359e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -22635148.000000 Penalty: 5891.039551
	Iteration 11Q: 3 clusters Score -2.263515e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -22636012.000000 Penalty: 5891.039551
	Iteration 12Q: 3 clusters Score -2.263601e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -22636774.000000 Penalty: 5891.039551
	Iteration 13Q: 3 clusters Score -2.263677e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -22637610.000000 Penalty: 5891.039551
	Iteration 14Q: 3 clusters Score -2.263761e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -22638186.000000 Penalty: 5891.039551
	Iteration 15Q: 3 clusters Score -2.263819e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -22638802.000000 Penalty: 5891.039551
	Iteration 16Q: 3 clusters Score -2.26388e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -22639212.000000 Penalty: 5891.039551
	Iteration 17Q: 3 clusters Score -2.263921e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -22639582.000000 Penalty: 5891.039551
	Iteration 18Q: 3 clusters Score -2.263958e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -22639780.000000 Penalty: 5891.039551
	Iteration 19Q: 3 clusters Score -2.263978e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -22639962.000000 Penalty: 5891.039551
	Iteration 20F: 3 clusters Score -2.263996e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -22639974.000000 Penalty: 5891.039551
	Iteration 21Q: 3 clusters Score -2.263997e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 99893 members 
Entering Unmasked Estep 
Score: -22640024.000000 Penalty: 5891.039551
	Iteration 22Q: 3 clusters Score -2.264002e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -22639998.000000 Penalty: 5891.039551
	Iteration 23Q: 3 clusters Score -2.264e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -22640002.000000 Penalty: 5891.039551
	Iteration 24Q: 3 clusters Score -2.264e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -22639816.000000 Penalty: 5891.039551
	Iteration 25Q: 3 clusters Score -2.263982e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 102390 members 
Entering Unmasked Estep 
Score: -22639782.000000 Penalty: 5891.039551
	Iteration 26Q: 3 clusters Score -2.263978e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -22639664.000000 Penalty: 5891.039551
	Iteration 27Q: 3 clusters Score -2.263966e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -22639594.000000 Penalty: 5891.039551
	Iteration 28Q: 3 clusters Score -2.263959e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -22639536.000000 Penalty: 5891.039551
	Iteration 29Q: 3 clusters Score -2.263954e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 103731 members 
Entering Unmasked Estep 
Score: -22639464.000000 Penalty: 5891.039551
	Iteration 30Q: 3 clusters Score -2.263946e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 103988 members 
Entering Unmasked Estep 
Score: -22639406.000000 Penalty: 5891.039551
	Iteration 31Q: 3 clusters Score -2.263941e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -22639318.000000 Penalty: 5891.039551
	Iteration 32Q: 3 clusters Score -2.263932e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -22639312.000000 Penalty: 5891.039551
	Iteration 33Q: 3 clusters Score -2.263931e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -22639302.000000 Penalty: 5891.039551
	Iteration 34Q: 3 clusters Score -2.26393e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -22639272.000000 Penalty: 5891.039551
	Iteration 35Q: 3 clusters Score -2.263927e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 104988 members 
Entering Unmasked Estep 
Score: -22639260.000000 Penalty: 5891.039551
	Iteration 36Q: 3 clusters Score -2.263926e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -22639292.000000 Penalty: 5891.039551
	Iteration 37Q: 3 clusters Score -2.263929e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 105315 members 
Entering Unmasked Estep 
Score: -22639296.000000 Penalty: 5891.039551
	Iteration 38Q: 3 clusters Score -2.26393e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -22639272.000000 Penalty: 5891.039551
	Iteration 39Q: 3 clusters Score -2.263927e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -22639228.000000 Penalty: 5891.039551
	Iteration 40F: 3 clusters Score -2.263923e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 105760 members 
Entering Unmasked Estep 
Score: -22639210.000000 Penalty: 5891.039551
	Iteration 41Q: 3 clusters Score -2.263921e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -22639176.000000 Penalty: 5891.039551
	Iteration 42Q: 3 clusters Score -2.263918e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 105984 members 
Entering Unmasked Estep 
Score: -22639094.000000 Penalty: 5891.039551
	Iteration 43Q: 3 clusters Score -2.263909e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -22639050.000000 Penalty: 5891.039551
	Iteration 44Q: 3 clusters Score -2.263905e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -22638996.000000 Penalty: 5891.039551
	Iteration 45Q: 3 clusters Score -2.2639e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -22638958.000000 Penalty: 5891.039551
	Iteration 46Q: 3 clusters Score -2.263896e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -22638924.000000 Penalty: 5891.039551
	Iteration 47Q: 3 clusters Score -2.263892e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -22638872.000000 Penalty: 5891.039551
	Iteration 48Q: 3 clusters Score -2.263887e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -22638886.000000 Penalty: 5891.039551
	Iteration 49Q: 3 clusters Score -2.263889e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 106752 members 
Entering Unmasked Estep 
Score: -22638874.000000 Penalty: 5891.039551
	Iteration 50Q: 3 clusters Score -2.263887e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -22638864.000000 Penalty: 5891.039551
	Iteration 51Q: 3 clusters Score -2.263886e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -22638824.000000 Penalty: 5891.039551
	Iteration 52Q: 3 clusters Score -2.263882e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -22638818.000000 Penalty: 5891.039551
	Iteration 53Q: 3 clusters Score -2.263882e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 107024 members 
Entering Unmasked Estep 
Score: -22638822.000000 Penalty: 5891.039551
	Iteration 54Q: 3 clusters Score -2.263882e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -22638802.000000 Penalty: 5891.039551
	Iteration 55Q: 3 clusters Score -2.26388e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -22638762.000000 Penalty: 5891.039551
	Iteration 56Q: 3 clusters Score -2.263876e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -22638740.000000 Penalty: 5891.039551
	Iteration 57Q: 3 clusters Score -2.263874e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 107227 members 
Entering Unmasked Estep 
Score: -22638762.000000 Penalty: 5891.039551
	Iteration 58Q: 3 clusters Score -2.263876e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -22638758.000000 Penalty: 5891.039551
	Iteration 59Q: 3 clusters Score -2.263876e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -22638738.000000 Penalty: 5891.039551
	Iteration 60F: 3 clusters Score -2.263874e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -22638728.000000 Penalty: 5891.039551
	Iteration 61Q: 3 clusters Score -2.263873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -22638676.000000 Penalty: 5891.039551
	Iteration 62Q: 3 clusters Score -2.263868e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 107447 members 
Entering Unmasked Estep 
Score: -22638638.000000 Penalty: 5891.039551
	Iteration 63Q: 3 clusters Score -2.263864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 107468 members 
Entering Unmasked Estep 
Score: -22638658.000000 Penalty: 5891.039551
	Iteration 64Q: 3 clusters Score -2.263866e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -22638656.000000 Penalty: 5891.039551
	Iteration 65Q: 3 clusters Score -2.263866e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -22638656.000000 Penalty: 5891.039551
	Iteration 66Q: 3 clusters Score -2.263866e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -22638670.000000 Penalty: 5891.039551
	Iteration 67Q: 3 clusters Score -2.263867e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 107584 members 
Entering Unmasked Estep 
Score: -22638698.000000 Penalty: 5891.039551
	Iteration 68Q: 3 clusters Score -2.26387e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -22638672.000000 Penalty: 5891.039551
	Iteration 69Q: 3 clusters Score -2.263867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -22638686.000000 Penalty: 5891.039551
	Iteration 70Q: 3 clusters Score -2.263869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -22638666.000000 Penalty: 5891.039551
	Iteration 71Q: 3 clusters Score -2.263867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -22638662.000000 Penalty: 5891.039551
	Iteration 72Q: 3 clusters Score -2.263866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 107649 members 
Entering Unmasked Estep 
Score: -22638648.000000 Penalty: 5891.039551
	Iteration 73Q: 3 clusters Score -2.263865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -22638654.000000 Penalty: 5891.039551
	Iteration 74Q: 3 clusters Score -2.263865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -22638668.000000 Penalty: 5891.039551
	Iteration 75Q: 3 clusters Score -2.263867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -22638644.000000 Penalty: 5891.039551
	Iteration 76Q: 3 clusters Score -2.263864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 107685 members 
Entering Unmasked Estep 
Score: -22638636.000000 Penalty: 5891.039551
	Iteration 77Q: 3 clusters Score -2.263864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -22638640.000000 Penalty: 5891.039551
	Iteration 78Q: 3 clusters Score -2.263864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 107691 members 
Entering Unmasked Estep 
Score: -22638632.000000 Penalty: 5891.039551
	Iteration 79Q: 3 clusters Score -2.263863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 107695 members 
Entering Unmasked Estep 
Score: -22638640.000000 Penalty: 5891.039551
	Iteration 80F: 3 clusters Score -2.263864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 107698 members 
Entering Unmasked Estep 
Score: -22638634.000000 Penalty: 5891.039551
	Iteration 81Q: 3 clusters Score -2.263863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -22638624.000000 Penalty: 5891.039551
	Iteration 82Q: 3 clusters Score -2.263862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 107703 members 
Entering Unmasked Estep 
Score: -22638622.000000 Penalty: 5891.039551
	Iteration 83Q: 3 clusters Score -2.263862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -22638626.000000 Penalty: 5891.039551
	Iteration 84Q: 3 clusters Score -2.263863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -22638628.000000 Penalty: 5891.039551
	Iteration 85Q: 3 clusters Score -2.263863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -22638620.000000 Penalty: 5891.039551
	Iteration 86Q: 3 clusters Score -2.263862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -22638620.000000 Penalty: 5891.039551
	Iteration 87F: 3 clusters Score -2.263862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 107708 members 
Entering Unmasked Estep 
Score: -86657600.000000 Penalty: 85398.148438
Splitting cluster 11 changes total score from -86563232.000000 to -86657600.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -235944.093750 Penalty: 1852.898071
	Iteration 0F: 2 clusters Score -235944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -233606.031250 Penalty: 3705.796143
	Iteration 0F: 3 clusters Score -233606 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -234566.015625 Penalty: 3705.796143
	Iteration 1F: 3 clusters Score -234566 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -235552.281250 Penalty: 3705.796143
	Iteration 2F: 3 clusters Score -235552.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -236537.281250 Penalty: 3705.796143
	Iteration 3F: 3 clusters Score -236537.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -236875.531250 Penalty: 3705.796143
	Iteration 4F: 3 clusters Score -236875.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -236965.359375 Penalty: 3705.796143
	Iteration 5Q: 3 clusters Score -236965.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -237001.390625 Penalty: 3705.796143
	Iteration 6Q: 3 clusters Score -237001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -237015.265625 Penalty: 3705.796143
	Iteration 7Q: 3 clusters Score -237015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -237022.468750 Penalty: 3705.796143
	Iteration 8Q: 3 clusters Score -237022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237026.078125 Penalty: 3705.796143
	Iteration 9Q: 3 clusters Score -237026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -237027.968750 Penalty: 3705.796143
	Iteration 10Q: 3 clusters Score -237028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -237029.906250 Penalty: 3705.796143
	Iteration 11Q: 3 clusters Score -237029.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -237030.625000 Penalty: 3705.796143
	Iteration 12Q: 3 clusters Score -237030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -237031.765625 Penalty: 3705.796143
	Iteration 13Q: 3 clusters Score -237031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -237032.250000 Penalty: 3705.796143
	Iteration 14Q: 3 clusters Score -237032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -237033.546875 Penalty: 3705.796143
	Iteration 15Q: 3 clusters Score -237033.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -237034.265625 Penalty: 3705.796143
	Iteration 16Q: 3 clusters Score -237034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -237034.265625 Penalty: 3705.796143
	Iteration 17F: 3 clusters Score -237034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 107708 members 
Mstep: Class 27 contains 832 members 
Entering Unmasked Estep 
Score: -86657208.000000 Penalty: 88682.687500
Splitting cluster 12 changes total score from -86563232.000000 to -86657208.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (24500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Entering Unmasked Estep 
Score: -3798681.000000 Penalty: 2506.394287
	Iteration 0F: 2 clusters Score -3798681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3781702.750000 Penalty: 5012.788574
	Iteration 0F: 3 clusters Score -3781703 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3787926.500000 Penalty: 5012.788574
	Iteration 1F: 3 clusters Score -3787926 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3788874.500000 Penalty: 5012.788574
	Iteration 2F: 3 clusters Score -3788874 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -3789857.250000 Penalty: 5012.788574
	Iteration 3F: 3 clusters Score -3789857 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3790874.500000 Penalty: 5012.788574
	Iteration 4F: 3 clusters Score -3790874 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3791988.500000 Penalty: 5012.788574
	Iteration 5F: 3 clusters Score -3791988 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3793065.500000 Penalty: 5012.788574
	Iteration 6F: 3 clusters Score -3793066 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -3794122.000000 Penalty: 5012.788574
	Iteration 7F: 3 clusters Score -3794122 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3795028.750000 Penalty: 5012.788574
	Iteration 8Q: 3 clusters Score -3795029 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3795713.000000 Penalty: 5012.788574
	Iteration 9Q: 3 clusters Score -3795713 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3796225.250000 Penalty: 5012.788574
	Iteration 10Q: 3 clusters Score -3796225 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3796686.000000 Penalty: 5012.788574
	Iteration 11Q: 3 clusters Score -3796686 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3797151.000000 Penalty: 5012.788574
	Iteration 12Q: 3 clusters Score -3797151 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3797807.500000 Penalty: 5012.788574
	Iteration 13Q: 3 clusters Score -3797808 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -3798183.750000 Penalty: 5012.788574
	Iteration 14Q: 3 clusters Score -3798184 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3798333.000000 Penalty: 5012.788574
	Iteration 15Q: 3 clusters Score -3798333 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3798450.500000 Penalty: 5012.788574
	Iteration 16Q: 3 clusters Score -3798450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3798565.750000 Penalty: 5012.788574
	Iteration 17Q: 3 clusters Score -3798566 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3798681.750000 Penalty: 5012.788574
	Iteration 18Q: 3 clusters Score -3798682 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3798773.000000 Penalty: 5012.788574
	Iteration 19Q: 3 clusters Score -3798773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -3798874.750000 Penalty: 5012.788574
	Iteration 20F: 3 clusters Score -3798875 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3798957.250000 Penalty: 5012.788574
	Iteration 21Q: 3 clusters Score -3798957 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3799043.250000 Penalty: 5012.788574
	Iteration 22Q: 3 clusters Score -3799043 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3799111.750000 Penalty: 5012.788574
	Iteration 23Q: 3 clusters Score -3799112 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3799181.750000 Penalty: 5012.788574
	Iteration 24Q: 3 clusters Score -3799182 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3799273.000000 Penalty: 5012.788574
	Iteration 25Q: 3 clusters Score -3799273 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3799330.500000 Penalty: 5012.788574
	Iteration 26Q: 3 clusters Score -3799330 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3799384.750000 Penalty: 5012.788574
	Iteration 27Q: 3 clusters Score -3799385 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3799427.250000 Penalty: 5012.788574
	Iteration 28Q: 3 clusters Score -3799427 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3799464.500000 Penalty: 5012.788574
	Iteration 29Q: 3 clusters Score -3799464 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3799492.250000 Penalty: 5012.788574
	Iteration 30Q: 3 clusters Score -3799492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3799531.750000 Penalty: 5012.788574
	Iteration 31Q: 3 clusters Score -3799532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3799553.000000 Penalty: 5012.788574
	Iteration 32Q: 3 clusters Score -3799553 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3799592.750000 Penalty: 5012.788574
	Iteration 33Q: 3 clusters Score -3799593 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3799636.500000 Penalty: 5012.788574
	Iteration 34Q: 3 clusters Score -3799636 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3799674.750000 Penalty: 5012.788574
	Iteration 35Q: 3 clusters Score -3799675 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3799719.500000 Penalty: 5012.788574
	Iteration 36Q: 3 clusters Score -3799720 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3799756.000000 Penalty: 5012.788574
	Iteration 37Q: 3 clusters Score -3799756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3799782.750000 Penalty: 5012.788574
	Iteration 38Q: 3 clusters Score -3799783 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3799828.750000 Penalty: 5012.788574
	Iteration 39Q: 3 clusters Score -3799829 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3799871.750000 Penalty: 5012.788574
	Iteration 40F: 3 clusters Score -3799872 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3799914.000000 Penalty: 5012.788574
	Iteration 41Q: 3 clusters Score -3799914 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3799935.750000 Penalty: 5012.788574
	Iteration 42Q: 3 clusters Score -3799936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3799975.250000 Penalty: 5012.788574
	Iteration 43Q: 3 clusters Score -3799975 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3799997.250000 Penalty: 5012.788574
	Iteration 44Q: 3 clusters Score -3799997 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3800019.750000 Penalty: 5012.788574
	Iteration 45Q: 3 clusters Score -3800020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3800044.750000 Penalty: 5012.788574
	Iteration 46Q: 3 clusters Score -3800045 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3800059.250000 Penalty: 5012.788574
	Iteration 47Q: 3 clusters Score -3800059 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3800089.750000 Penalty: 5012.788574
	Iteration 48Q: 3 clusters Score -3800090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3800114.000000 Penalty: 5012.788574
	Iteration 49Q: 3 clusters Score -3800114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -3800132.000000 Penalty: 5012.788574
	Iteration 50Q: 3 clusters Score -3800132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3800144.750000 Penalty: 5012.788574
	Iteration 51Q: 3 clusters Score -3800145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3800152.250000 Penalty: 5012.788574
	Iteration 52Q: 3 clusters Score -3800152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3800172.000000 Penalty: 5012.788574
	Iteration 53Q: 3 clusters Score -3800172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3800185.000000 Penalty: 5012.788574
	Iteration 54Q: 3 clusters Score -3800185 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3800209.000000 Penalty: 5012.788574
	Iteration 55Q: 3 clusters Score -3800209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3800221.000000 Penalty: 5012.788574
	Iteration 56Q: 3 clusters Score -3800221 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3800250.750000 Penalty: 5012.788574
	Iteration 57Q: 3 clusters Score -3800251 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3800256.500000 Penalty: 5012.788574
	Iteration 58Q: 3 clusters Score -3800256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3800271.250000 Penalty: 5012.788574
	Iteration 59Q: 3 clusters Score -3800271 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3800282.000000 Penalty: 5012.788574
	Iteration 60F: 3 clusters Score -3800282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3800297.750000 Penalty: 5012.788574
	Iteration 61Q: 3 clusters Score -3800298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3800302.750000 Penalty: 5012.788574
	Iteration 62Q: 3 clusters Score -3800303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -3800308.250000 Penalty: 5012.788574
	Iteration 63Q: 3 clusters Score -3800308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3800314.000000 Penalty: 5012.788574
	Iteration 64Q: 3 clusters Score -3800314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3800319.250000 Penalty: 5012.788574
	Iteration 65Q: 3 clusters Score -3800319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3800340.750000 Penalty: 5012.788574
	Iteration 66Q: 3 clusters Score -3800341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3800337.000000 Penalty: 5012.788574
	Iteration 67Q: 3 clusters Score -3800337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3800346.000000 Penalty: 5012.788574
	Iteration 68Q: 3 clusters Score -3800346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3800340.250000 Penalty: 5012.788574
	Iteration 69Q: 3 clusters Score -3800340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3800349.000000 Penalty: 5012.788574
	Iteration 70Q: 3 clusters Score -3800349 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3800355.750000 Penalty: 5012.788574
	Iteration 71Q: 3 clusters Score -3800356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3800357.500000 Penalty: 5012.788574
	Iteration 72Q: 3 clusters Score -3800358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3800363.250000 Penalty: 5012.788574
	Iteration 73Q: 3 clusters Score -3800363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -3800367.500000 Penalty: 5012.788574
	Iteration 74Q: 3 clusters Score -3800368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3800371.250000 Penalty: 5012.788574
	Iteration 75Q: 3 clusters Score -3800371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3800374.500000 Penalty: 5012.788574
	Iteration 76Q: 3 clusters Score -3800374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3800377.000000 Penalty: 5012.788574
	Iteration 77Q: 3 clusters Score -3800377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3800381.000000 Penalty: 5012.788574
	Iteration 78Q: 3 clusters Score -3800381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3800389.250000 Penalty: 5012.788574
	Iteration 79Q: 3 clusters Score -3800389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3800390.250000 Penalty: 5012.788574
	Iteration 80F: 3 clusters Score -3800390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3800395.750000 Penalty: 5012.788574
	Iteration 81Q: 3 clusters Score -3800396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3800391.000000 Penalty: 5012.788574
	Iteration 82Q: 3 clusters Score -3800391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3800387.500000 Penalty: 5012.788574
	Iteration 83Q: 3 clusters Score -3800388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3800385.500000 Penalty: 5012.788574
	Iteration 84Q: 3 clusters Score -3800386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3800389.000000 Penalty: 5012.788574
	Iteration 85Q: 3 clusters Score -3800389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3800390.500000 Penalty: 5012.788574
	Iteration 86Q: 3 clusters Score -3800390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3800385.500000 Penalty: 5012.788574
	Iteration 87Q: 3 clusters Score -3800386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3800387.500000 Penalty: 5012.788574
	Iteration 88Q: 3 clusters Score -3800388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3800393.500000 Penalty: 5012.788574
	Iteration 89Q: 3 clusters Score -3800394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3800394.250000 Penalty: 5012.788574
	Iteration 90Q: 3 clusters Score -3800394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3800392.750000 Penalty: 5012.788574
	Iteration 91Q: 3 clusters Score -3800393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3800393.500000 Penalty: 5012.788574
	Iteration 92Q: 3 clusters Score -3800394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3800390.750000 Penalty: 5012.788574
	Iteration 93Q: 3 clusters Score -3800391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3800392.250000 Penalty: 5012.788574
	Iteration 94Q: 3 clusters Score -3800392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3800393.000000 Penalty: 5012.788574
	Iteration 95Q: 3 clusters Score -3800393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3800388.500000 Penalty: 5012.788574
	Iteration 96Q: 3 clusters Score -3800388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3800386.000000 Penalty: 5012.788574
	Iteration 97Q: 3 clusters Score -3800386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3800387.000000 Penalty: 5012.788574
	Iteration 98Q: 3 clusters Score -3800387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3800392.000000 Penalty: 5012.788574
	Iteration 99Q: 3 clusters Score -3800392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3800388.750000 Penalty: 5012.788574
	Iteration 100F: 3 clusters Score -3800389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3800393.500000 Penalty: 5012.788574
	Iteration 101Q: 3 clusters Score -3800394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3800397.750000 Penalty: 5012.788574
	Iteration 102Q: 3 clusters Score -3800398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3800394.000000 Penalty: 5012.788574
	Iteration 103Q: 3 clusters Score -3800394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3800395.750000 Penalty: 5012.788574
	Iteration 104Q: 3 clusters Score -3800396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3800394.250000 Penalty: 5012.788574
	Iteration 105Q: 3 clusters Score -3800394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3800394.750000 Penalty: 5012.788574
	Iteration 106Q: 3 clusters Score -3800395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3800396.500000 Penalty: 5012.788574
	Iteration 107Q: 3 clusters Score -3800396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3800394.750000 Penalty: 5012.788574
	Iteration 108Q: 3 clusters Score -3800395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3800394.750000 Penalty: 5012.788574
	Iteration 109F: 3 clusters Score -3800395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 107708 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 13553 members 
Entering Unmasked Estep 
Score: -86658168.000000 Penalty: 91967.234375
Splitting cluster 13 changes total score from -86563232.000000 to -86658168.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (2972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Entering Unmasked Estep 
Score: -427088.906250 Penalty: 1983.253540
	Iteration 0F: 2 clusters Score -427088.9 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 1472 members 
Entering Unmasked Estep 
Score: -424092.625000 Penalty: 3966.507080
	Iteration 0F: 3 clusters Score -424092.6 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -426144.687500 Penalty: 3966.507080
	Iteration 1F: 3 clusters Score -426144.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -428599.000000 Penalty: 3966.507080
	Iteration 2F: 3 clusters Score -428599 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -429545.343750 Penalty: 3966.507080
	Iteration 3F: 3 clusters Score -429545.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -429764.250000 Penalty: 3966.507080
	Iteration 4Q: 3 clusters Score -429764.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -429848.218750 Penalty: 3966.507080
	Iteration 5Q: 3 clusters Score -429848.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -429879.968750 Penalty: 3966.507080
	Iteration 6Q: 3 clusters Score -429880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -429892.312500 Penalty: 3966.507080
	Iteration 7Q: 3 clusters Score -429892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -429894.312500 Penalty: 3966.507080
	Iteration 8Q: 3 clusters Score -429894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -429895.718750 Penalty: 3966.507080
	Iteration 9Q: 3 clusters Score -429895.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -429896.500000 Penalty: 3966.507080
	Iteration 10Q: 3 clusters Score -429896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -429896.500000 Penalty: 3966.507080
	Iteration 11F: 3 clusters Score -429896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 107708 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 13553 members 
Mstep: Class 29 contains 2300 members 
Entering Unmasked Estep 
Score: -86659976.000000 Penalty: 95251.773438
Splitting cluster 15 changes total score from -86563232.000000 to -86659976.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (36829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Entering Unmasked Estep 
Score: -5695012.500000 Penalty: 2607.482178
	Iteration 0F: 2 clusters Score -5695012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -5669978.500000 Penalty: 5214.964355
	Iteration 0F: 3 clusters Score -5669978 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5679101.000000 Penalty: 5214.964355
	Iteration 1F: 3 clusters Score -5679101 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5679589.000000 Penalty: 5214.964355
	Iteration 2Q: 3 clusters Score -5679589 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5680086.000000 Penalty: 5214.964355
	Iteration 3Q: 3 clusters Score -5680086 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -5680668.000000 Penalty: 5214.964355
	Iteration 4Q: 3 clusters Score -5680668 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5681304.000000 Penalty: 5214.964355
	Iteration 5Q: 3 clusters Score -5681304 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -5682092.500000 Penalty: 5214.964355
	Iteration 6Q: 3 clusters Score -5682092 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5682899.500000 Penalty: 5214.964355
	Iteration 7Q: 3 clusters Score -5682900 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5683836.000000 Penalty: 5214.964355
	Iteration 8Q: 3 clusters Score -5683836 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -5684816.000000 Penalty: 5214.964355
	Iteration 9Q: 3 clusters Score -5684816 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -5685859.000000 Penalty: 5214.964355
	Iteration 10Q: 3 clusters Score -5685859 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5686738.000000 Penalty: 5214.964355
	Iteration 11Q: 3 clusters Score -5686738 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -5687515.000000 Penalty: 5214.964355
	Iteration 12Q: 3 clusters Score -5687515 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -5688221.500000 Penalty: 5214.964355
	Iteration 13Q: 3 clusters Score -5688222 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -5688881.000000 Penalty: 5214.964355
	Iteration 14Q: 3 clusters Score -5688881 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5689420.000000 Penalty: 5214.964355
	Iteration 15Q: 3 clusters Score -5689420 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -5689954.000000 Penalty: 5214.964355
	Iteration 16Q: 3 clusters Score -5689954 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5690450.000000 Penalty: 5214.964355
	Iteration 17Q: 3 clusters Score -5690450 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -5690995.000000 Penalty: 5214.964355
	Iteration 18Q: 3 clusters Score -5690995 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -5691342.500000 Penalty: 5214.964355
	Iteration 19Q: 3 clusters Score -5691342 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5691650.000000 Penalty: 5214.964355
	Iteration 20F: 3 clusters Score -5691650 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5691904.500000 Penalty: 5214.964355
	Iteration 21Q: 3 clusters Score -5691904 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5692135.500000 Penalty: 5214.964355
	Iteration 22Q: 3 clusters Score -5692136 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5692276.000000 Penalty: 5214.964355
	Iteration 23Q: 3 clusters Score -5692276 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5692393.500000 Penalty: 5214.964355
	Iteration 24Q: 3 clusters Score -5692394 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5692484.500000 Penalty: 5214.964355
	Iteration 25Q: 3 clusters Score -5692484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5692554.000000 Penalty: 5214.964355
	Iteration 26Q: 3 clusters Score -5692554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5692609.000000 Penalty: 5214.964355
	Iteration 27Q: 3 clusters Score -5692609 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5692652.500000 Penalty: 5214.964355
	Iteration 28Q: 3 clusters Score -5692652 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5692690.500000 Penalty: 5214.964355
	Iteration 29Q: 3 clusters Score -5692690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5692715.500000 Penalty: 5214.964355
	Iteration 30Q: 3 clusters Score -5692716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5692732.500000 Penalty: 5214.964355
	Iteration 31Q: 3 clusters Score -5692732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5692748.500000 Penalty: 5214.964355
	Iteration 32Q: 3 clusters Score -5692748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5692764.500000 Penalty: 5214.964355
	Iteration 33Q: 3 clusters Score -5692764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5692772.500000 Penalty: 5214.964355
	Iteration 34Q: 3 clusters Score -5692772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5692786.000000 Penalty: 5214.964355
	Iteration 35Q: 3 clusters Score -5692786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5692801.500000 Penalty: 5214.964355
	Iteration 36Q: 3 clusters Score -5692802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5692803.000000 Penalty: 5214.964355
	Iteration 37Q: 3 clusters Score -5692803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5692809.000000 Penalty: 5214.964355
	Iteration 38Q: 3 clusters Score -5692809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5692812.000000 Penalty: 5214.964355
	Iteration 39Q: 3 clusters Score -5692812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5692810.000000 Penalty: 5214.964355
	Iteration 40F: 3 clusters Score -5692810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5692810.500000 Penalty: 5214.964355
	Iteration 41Q: 3 clusters Score -5692810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5692819.500000 Penalty: 5214.964355
	Iteration 42Q: 3 clusters Score -5692820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5692817.500000 Penalty: 5214.964355
	Iteration 43Q: 3 clusters Score -5692818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5692824.500000 Penalty: 5214.964355
	Iteration 44Q: 3 clusters Score -5692824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5692829.000000 Penalty: 5214.964355
	Iteration 45Q: 3 clusters Score -5692829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5692837.000000 Penalty: 5214.964355
	Iteration 46Q: 3 clusters Score -5692837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5692840.500000 Penalty: 5214.964355
	Iteration 47Q: 3 clusters Score -5692840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5692845.000000 Penalty: 5214.964355
	Iteration 48Q: 3 clusters Score -5692845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5692846.500000 Penalty: 5214.964355
	Iteration 49Q: 3 clusters Score -5692846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5692843.000000 Penalty: 5214.964355
	Iteration 50Q: 3 clusters Score -5692843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5692848.000000 Penalty: 5214.964355
	Iteration 51Q: 3 clusters Score -5692848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5692844.500000 Penalty: 5214.964355
	Iteration 52Q: 3 clusters Score -5692844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5692846.000000 Penalty: 5214.964355
	Iteration 53Q: 3 clusters Score -5692846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5692846.500000 Penalty: 5214.964355
	Iteration 54Q: 3 clusters Score -5692846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5692849.500000 Penalty: 5214.964355
	Iteration 55Q: 3 clusters Score -5692850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5692850.500000 Penalty: 5214.964355
	Iteration 56Q: 3 clusters Score -5692850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5692850.000000 Penalty: 5214.964355
	Iteration 57Q: 3 clusters Score -5692850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5692850.500000 Penalty: 5214.964355
	Iteration 58Q: 3 clusters Score -5692850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5692850.500000 Penalty: 5214.964355
	Iteration 59F: 3 clusters Score -5692850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Entering Unmasked Estep 
Score: -5987208.500000 Penalty: 2620.979736
	Iteration 0F: 2 clusters Score -5987208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -5960861.000000 Penalty: 5241.959473
	Iteration 0F: 3 clusters Score -5960861 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -5970620.000000 Penalty: 5241.959473
	Iteration 1F: 3 clusters Score -5970620 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -5971422.000000 Penalty: 5241.959473
	Iteration 2Q: 3 clusters Score -5971422 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5972749.000000 Penalty: 5241.959473
	Iteration 3F: 3 clusters Score -5972749 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -5975162.500000 Penalty: 5241.959473
	Iteration 4F: 3 clusters Score -5975162 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -5978798.500000 Penalty: 5241.959473
	Iteration 5F: 3 clusters Score -5978798 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -5982611.000000 Penalty: 5241.959473
	Iteration 6F: 3 clusters Score -5982611 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -5985052.000000 Penalty: 5241.959473
	Iteration 7F: 3 clusters Score -5985052 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -5986297.500000 Penalty: 5241.959473
	Iteration 8Q: 3 clusters Score -5986298 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -5987104.500000 Penalty: 5241.959473
	Iteration 9Q: 3 clusters Score -5987104 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -5987590.500000 Penalty: 5241.959473
	Iteration 10Q: 3 clusters Score -5987590 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -5987781.500000 Penalty: 5241.959473
	Iteration 11Q: 3 clusters Score -5987782 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5987872.500000 Penalty: 5241.959473
	Iteration 12Q: 3 clusters Score -5987872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5987898.500000 Penalty: 5241.959473
	Iteration 13Q: 3 clusters Score -5987898 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -5987919.500000 Penalty: 5241.959473
	Iteration 14Q: 3 clusters Score -5987920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -5987922.500000 Penalty: 5241.959473
	Iteration 15Q: 3 clusters Score -5987922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5987931.000000 Penalty: 5241.959473
	Iteration 16Q: 3 clusters Score -5987931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5987942.500000 Penalty: 5241.959473
	Iteration 17Q: 3 clusters Score -5987942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -5987954.500000 Penalty: 5241.959473
	Iteration 18Q: 3 clusters Score -5987954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -5987946.500000 Penalty: 5241.959473
	Iteration 19Q: 3 clusters Score -5987946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5987949.500000 Penalty: 5241.959473
	Iteration 20F: 3 clusters Score -5987950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -5987963.000000 Penalty: 5241.959473
	Iteration 21Q: 3 clusters Score -5987963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -5987962.000000 Penalty: 5241.959473
	Iteration 22Q: 3 clusters Score -5987962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5987957.500000 Penalty: 5241.959473
	Iteration 23Q: 3 clusters Score -5987958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -5987963.500000 Penalty: 5241.959473
	Iteration 24Q: 3 clusters Score -5987964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5987967.000000 Penalty: 5241.959473
	Iteration 25Q: 3 clusters Score -5987967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -5987965.500000 Penalty: 5241.959473
	Iteration 26Q: 3 clusters Score -5987966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -5987970.500000 Penalty: 5241.959473
	Iteration 27Q: 3 clusters Score -5987970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -5987964.500000 Penalty: 5241.959473
	Iteration 28Q: 3 clusters Score -5987964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5987968.500000 Penalty: 5241.959473
	Iteration 29Q: 3 clusters Score -5987968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -5987968.500000 Penalty: 5241.959473
	Iteration 30F: 3 clusters Score -5987968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 30518 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 107708 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 13553 members 
Mstep: Class 29 contains 2300 members 
Mstep: Class 30 contains 37049 members 
Entering Unmasked Estep 
Score: -86660040.000000 Penalty: 98536.320312
Splitting cluster 17 changes total score from -86563232.000000 to -86660040.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (30518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Entering Unmasked Estep 
Score: -4810354.000000 Penalty: 2560.865723
	Iteration 0F: 2 clusters Score -4810354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4789320.500000 Penalty: 5121.731445
	Iteration 0F: 3 clusters Score -4789320 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4797309.000000 Penalty: 5121.731445
	Iteration 1F: 3 clusters Score -4797309 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4798697.500000 Penalty: 5121.731445
	Iteration 2F: 3 clusters Score -4798698 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4801634.500000 Penalty: 5121.731445
	Iteration 3F: 3 clusters Score -4801634 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4806129.500000 Penalty: 5121.731445
	Iteration 4F: 3 clusters Score -4806130 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4810316.500000 Penalty: 5121.731445
	Iteration 5F: 3 clusters Score -4810316 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4812969.500000 Penalty: 5121.731445
	Iteration 6F: 3 clusters Score -4812970 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4814049.000000 Penalty: 5121.731445
	Iteration 7Q: 3 clusters Score -4814049 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4814460.500000 Penalty: 5121.731445
	Iteration 8Q: 3 clusters Score -4814460 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -4814598.000000 Penalty: 5121.731445
	Iteration 9Q: 3 clusters Score -4814598 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4814671.500000 Penalty: 5121.731445
	Iteration 10Q: 3 clusters Score -4814672 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4814686.500000 Penalty: 5121.731445
	Iteration 11Q: 3 clusters Score -4814686 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4814707.500000 Penalty: 5121.731445
	Iteration 12Q: 3 clusters Score -4814708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -4814719.500000 Penalty: 5121.731445
	Iteration 13Q: 3 clusters Score -4814720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4814727.500000 Penalty: 5121.731445
	Iteration 14Q: 3 clusters Score -4814728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -4814739.500000 Penalty: 5121.731445
	Iteration 15Q: 3 clusters Score -4814740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4814734.500000 Penalty: 5121.731445
	Iteration 16Q: 3 clusters Score -4814734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -4814741.000000 Penalty: 5121.731445
	Iteration 17Q: 3 clusters Score -4814741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -4814745.500000 Penalty: 5121.731445
	Iteration 18Q: 3 clusters Score -4814746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -4814745.000000 Penalty: 5121.731445
	Iteration 19Q: 3 clusters Score -4814745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -4814752.000000 Penalty: 5121.731445
	Iteration 20F: 3 clusters Score -4814752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4814755.000000 Penalty: 5121.731445
	Iteration 21Q: 3 clusters Score -4814755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -4814757.000000 Penalty: 5121.731445
	Iteration 22Q: 3 clusters Score -4814757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4814763.000000 Penalty: 5121.731445
	Iteration 23Q: 3 clusters Score -4814763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4814759.500000 Penalty: 5121.731445
	Iteration 24Q: 3 clusters Score -4814760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -4814758.500000 Penalty: 5121.731445
	Iteration 25Q: 3 clusters Score -4814758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4814765.000000 Penalty: 5121.731445
	Iteration 26Q: 3 clusters Score -4814765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -4814764.000000 Penalty: 5121.731445
	Iteration 27Q: 3 clusters Score -4814764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4814764.500000 Penalty: 5121.731445
	Iteration 28Q: 3 clusters Score -4814764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4814763.000000 Penalty: 5121.731445
	Iteration 29Q: 3 clusters Score -4814763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4814762.500000 Penalty: 5121.731445
	Iteration 30Q: 3 clusters Score -4814762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4814762.500000 Penalty: 5121.731445
	Iteration 31Q: 3 clusters Score -4814762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4814762.500000 Penalty: 5121.731445
	Iteration 32F: 3 clusters Score -4814762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 4542 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 1074 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 107708 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 13553 members 
Mstep: Class 29 contains 2300 members 
Mstep: Class 30 contains 37049 members 
Mstep: Class 31 contains 25976 members 
Entering Unmasked Estep 
Score: -86663984.000000 Penalty: 101820.867188
Splitting cluster 18 changes total score from -86563232.000000 to -86663984.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -96085.031250 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -96085.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94892.476562 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -94892.48 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97760.867188 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -97760.87 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -99365.140625 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -99365.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100123.296875 Penalty: 3461.656006
	Iteration 3Q: 3 clusters Score -100123.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100534.617188 Penalty: 3461.656006
	Iteration 4Q: 3 clusters Score -100534.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100673.945312 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -100673.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100822.523438 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -100822.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100925.625000 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -100925.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -101028.281250 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -101028.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101326.726562 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -101326.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -101586.101562 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -101586.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101817.007812 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -101817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102201.734375 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -102201.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102644.421875 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -102644.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103391.726562 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -103391.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103715.625000 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -103715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103794.921875 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -103794.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -103840.195312 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -103840.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -103849.695312 Penalty: 3461.656006
	Iteration 18Q: 3 clusters Score -103849.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -103851.429688 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -103851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -103851.429688 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -103851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 4542 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 488 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 113228 members 
Mstep: Class 25 contains 2693 members 
Mstep: Class 26 contains 107708 members 
Mstep: Class 27 contains 832 members 
Mstep: Class 28 contains 13553 members 
Mstep: Class 29 contains 2300 members 
Mstep: Class 30 contains 37049 members 
Mstep: Class 31 contains 25976 members 
Mstep: Class 32 contains 586 members 
Entering Unmasked Estep 
Score: -86670280.000000 Penalty: 105105.406250
Splitting cluster 20 changes total score from -86563232.000000 to -86670280.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10319 members 
Mstep: Class 3 contains 15890 members 
Mstep: Class 4 contains 7039 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 586 members 
Mstep: Class 9 contains 98692 members 
Mstep: Class 10 contains 7837 members 
Mstep: Class 11 contains 36224 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 15 contains 672 members 
Mstep: Class 16 contains 36829 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 4542 members 
Mstep: Class 20 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86691928.000000 Penalty: 105105.406250
Iteration 39Q: 33 clusters Score -8.669193e+07 nChanged 28986
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 7432 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 7 contains 620 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 101297 members 
Mstep: Class 10 contains 8291 members 
Mstep: Class 11 contains 38390 members 
Mstep: Class 12 contains 1130 members 
Mstep: Class 13 contains 11128 members 
Mstep: Class 14 contains 11561 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 37133 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 4567 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 1498 members 
Mstep: Class 22 contains 1158 members 
Mstep: Class 23 contains 1311 members 
Mstep: Class 24 contains 120167 members 
Mstep: Class 25 contains 2701 members 
Mstep: Class 26 contains 99591 members 
Mstep: Class 27 contains 680 members 
Mstep: Class 28 contains 12562 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 34377 members 
Mstep: Class 31 contains 24542 members 
Mstep: Class 32 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710352.000000 Penalty: 105105.406250
Iteration 40F: 33 clusters Score -8.671035e+07 nChanged 24744
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10087 members 
Mstep: Class 3 contains 15668 members 
Mstep: Class 4 contains 7191 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 102601 members 
Mstep: Class 10 contains 8356 members 
Mstep: Class 11 contains 35904 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 10853 members 
Mstep: Class 14 contains 11744 members 
Mstep: Class 15 contains 778 members 
Mstep: Class 16 contains 35936 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 4561 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 1812 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1404 members 
Mstep: Class 24 contains 127034 members 
Mstep: Class 25 contains 2872 members 
Mstep: Class 26 contains 95418 members 
Mstep: Class 27 contains 658 members 
Mstep: Class 28 contains 12895 members 
Mstep: Class 29 contains 2791 members 
Mstep: Class 30 contains 34119 members 
Mstep: Class 31 contains 24435 members 
Mstep: Class 32 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715096.000000 Penalty: 105105.406250
Iteration 41Q: 33 clusters Score -8.67151e+07 nChanged 16611
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9840 members 
Mstep: Class 3 contains 15514 members 
Mstep: Class 4 contains 7103 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 105174 members 
Mstep: Class 10 contains 8452 members 
Mstep: Class 11 contains 33762 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 10740 members 
Mstep: Class 14 contains 11878 members 
Mstep: Class 15 contains 769 members 
Mstep: Class 16 contains 35377 members 
Mstep: Class 17 contains 1824 members 
Mstep: Class 18 contains 4677 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 1906 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1459 members 
Mstep: Class 24 contains 131053 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 91403 members 
Mstep: Class 27 contains 632 members 
Mstep: Class 28 contains 13131 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 33987 members 
Mstep: Class 31 contains 24318 members 
Mstep: Class 32 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715120.000000 Penalty: 105105.406250
Iteration 42Q: 33 clusters Score -8.671512e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 15416 members 
Mstep: Class 4 contains 7045 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 108331 members 
Mstep: Class 10 contains 8513 members 
Mstep: Class 11 contains 31845 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 10694 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 757 members 
Mstep: Class 16 contains 35070 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 4814 members 
Mstep: Class 19 contains 7190 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 1958 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1492 members 
Mstep: Class 24 contains 133936 members 
Mstep: Class 25 contains 2958 members 
Mstep: Class 26 contains 87407 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 13309 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 33840 members 
Mstep: Class 31 contains 24266 members 
Mstep: Class 32 contains 390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86714112.000000 Penalty: 105105.406250
Iteration 43Q: 33 clusters Score -8.671411e+07 nChanged 14218
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 3 contains 15322 members 
Mstep: Class 4 contains 7028 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 111833 members 
Mstep: Class 10 contains 8585 members 
Mstep: Class 11 contains 30239 members 
Mstep: Class 12 contains 1385 members 
Mstep: Class 13 contains 10673 members 
Mstep: Class 14 contains 12116 members 
Mstep: Class 15 contains 758 members 
Mstep: Class 16 contains 34917 members 
Mstep: Class 17 contains 1845 members 
Mstep: Class 18 contains 4970 members 
Mstep: Class 19 contains 7239 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 1999 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1512 members 
Mstep: Class 24 contains 136017 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 83153 members 
Mstep: Class 27 contains 612 members 
Mstep: Class 28 contains 13495 members 
Mstep: Class 29 contains 2955 members 
Mstep: Class 30 contains 33689 members 
Mstep: Class 31 contains 24330 members 
Mstep: Class 32 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711864.000000 Penalty: 105105.406250
Iteration 44Q: 33 clusters Score -8.671186e+07 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9524 members 
Mstep: Class 3 contains 15250 members 
Mstep: Class 4 contains 7025 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 115548 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 28831 members 
Mstep: Class 12 contains 1448 members 
Mstep: Class 13 contains 10658 members 
Mstep: Class 14 contains 12215 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 34844 members 
Mstep: Class 17 contains 1851 members 
Mstep: Class 18 contains 5127 members 
Mstep: Class 19 contains 7282 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 2024 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1533 members 
Mstep: Class 24 contains 137170 members 
Mstep: Class 25 contains 2965 members 
Mstep: Class 26 contains 79199 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 13704 members 
Mstep: Class 29 contains 2960 members 
Mstep: Class 30 contains 33507 members 
Mstep: Class 31 contains 24576 members 
Mstep: Class 32 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709344.000000 Penalty: 105105.406250
Iteration 45Q: 33 clusters Score -8.670934e+07 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9501 members 
Mstep: Class 3 contains 15197 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 1532 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 119388 members 
Mstep: Class 10 contains 8669 members 
Mstep: Class 11 contains 27722 members 
Mstep: Class 12 contains 1506 members 
Mstep: Class 13 contains 10648 members 
Mstep: Class 14 contains 12277 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 34821 members 
Mstep: Class 17 contains 1854 members 
Mstep: Class 18 contains 5272 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 2046 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1547 members 
Mstep: Class 24 contains 137359 members 
Mstep: Class 25 contains 2960 members 
Mstep: Class 26 contains 75747 members 
Mstep: Class 27 contains 599 members 
Mstep: Class 28 contains 13912 members 
Mstep: Class 29 contains 2948 members 
Mstep: Class 30 contains 33252 members 
Mstep: Class 31 contains 24921 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706888.000000 Penalty: 105105.406250
Iteration 46Q: 33 clusters Score -8.670689e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9488 members 
Mstep: Class 3 contains 15147 members 
Mstep: Class 4 contains 7015 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 123347 members 
Mstep: Class 10 contains 8702 members 
Mstep: Class 11 contains 26884 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 10628 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 16 contains 34819 members 
Mstep: Class 17 contains 1859 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 7347 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1556 members 
Mstep: Class 24 contains 136226 members 
Mstep: Class 25 contains 2951 members 
Mstep: Class 26 contains 73124 members 
Mstep: Class 27 contains 593 members 
Mstep: Class 28 contains 14133 members 
Mstep: Class 29 contains 2947 members 
Mstep: Class 30 contains 32977 members 
Mstep: Class 31 contains 25381 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705320.000000 Penalty: 105105.406250
Iteration 47Q: 33 clusters Score -8.670532e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 15095 members 
Mstep: Class 4 contains 7017 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 127086 members 
Mstep: Class 10 contains 8724 members 
Mstep: Class 11 contains 26297 members 
Mstep: Class 12 contains 1582 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 12366 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 34823 members 
Mstep: Class 17 contains 1860 members 
Mstep: Class 18 contains 5522 members 
Mstep: Class 19 contains 7363 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 2074 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1558 members 
Mstep: Class 24 contains 134266 members 
Mstep: Class 25 contains 2946 members 
Mstep: Class 26 contains 71300 members 
Mstep: Class 27 contains 588 members 
Mstep: Class 28 contains 14326 members 
Mstep: Class 29 contains 2939 members 
Mstep: Class 30 contains 32723 members 
Mstep: Class 31 contains 25911 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704360.000000 Penalty: 105105.406250
Iteration 48Q: 33 clusters Score -8.670436e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9493 members 
Mstep: Class 3 contains 15036 members 
Mstep: Class 4 contains 7012 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 130688 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 25930 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 10582 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 16 contains 34835 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 5632 members 
Mstep: Class 19 contains 7374 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 2083 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1562 members 
Mstep: Class 24 contains 131526 members 
Mstep: Class 25 contains 2940 members 
Mstep: Class 26 contains 70193 members 
Mstep: Class 27 contains 584 members 
Mstep: Class 28 contains 14548 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 32448 members 
Mstep: Class 31 contains 26451 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704384.000000 Penalty: 105105.406250
Iteration 49Q: 33 clusters Score -8.670438e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9479 members 
Mstep: Class 3 contains 14964 members 
Mstep: Class 4 contains 7018 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 133912 members 
Mstep: Class 10 contains 8778 members 
Mstep: Class 11 contains 25712 members 
Mstep: Class 12 contains 1628 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 12419 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34835 members 
Mstep: Class 17 contains 1854 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2086 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1567 members 
Mstep: Class 24 contains 128471 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 69679 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 14753 members 
Mstep: Class 29 contains 2929 members 
Mstep: Class 30 contains 32185 members 
Mstep: Class 31 contains 26964 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704640.000000 Penalty: 105105.406250
Iteration 50Q: 33 clusters Score -8.670464e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 14902 members 
Mstep: Class 4 contains 7013 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 136897 members 
Mstep: Class 10 contains 8804 members 
Mstep: Class 11 contains 25591 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 10571 members 
Mstep: Class 14 contains 12429 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 34834 members 
Mstep: Class 17 contains 1853 members 
Mstep: Class 18 contains 5787 members 
Mstep: Class 19 contains 7403 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2091 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1572 members 
Mstep: Class 24 contains 125290 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 69554 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 14929 members 
Mstep: Class 29 contains 2921 members 
Mstep: Class 30 contains 31938 members 
Mstep: Class 31 contains 27439 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704744.000000 Penalty: 105105.406250
Iteration 51Q: 33 clusters Score -8.670474e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9481 members 
Mstep: Class 3 contains 14836 members 
Mstep: Class 4 contains 7006 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 139775 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 25547 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 10569 members 
Mstep: Class 14 contains 12450 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 16 contains 34828 members 
Mstep: Class 17 contains 1847 members 
Mstep: Class 18 contains 5846 members 
Mstep: Class 19 contains 7417 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1577 members 
Mstep: Class 24 contains 122129 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 69556 members 
Mstep: Class 27 contains 584 members 
Mstep: Class 28 contains 15095 members 
Mstep: Class 29 contains 2913 members 
Mstep: Class 30 contains 31689 members 
Mstep: Class 31 contains 27821 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705776.000000 Penalty: 105105.406250
Iteration 52Q: 33 clusters Score -8.670578e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 9481 members 
Mstep: Class 3 contains 14783 members 
Mstep: Class 4 contains 6992 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 142126 members 
Mstep: Class 10 contains 8833 members 
Mstep: Class 11 contains 25527 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 13 contains 10560 members 
Mstep: Class 14 contains 12467 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34813 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 5883 members 
Mstep: Class 19 contains 7426 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2108 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1584 members 
Mstep: Class 24 contains 119455 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 69678 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 15218 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 31468 members 
Mstep: Class 31 contains 28147 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706224.000000 Penalty: 105105.406250
Iteration 53Q: 33 clusters Score -8.670622e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9469 members 
Mstep: Class 3 contains 14746 members 
Mstep: Class 4 contains 6976 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 606 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 144190 members 
Mstep: Class 10 contains 8838 members 
Mstep: Class 11 contains 25547 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 10558 members 
Mstep: Class 14 contains 12473 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 34801 members 
Mstep: Class 17 contains 1835 members 
Mstep: Class 18 contains 5924 members 
Mstep: Class 19 contains 7438 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1590 members 
Mstep: Class 24 contains 117013 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 69882 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15300 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 31254 members 
Mstep: Class 31 contains 28429 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707008.000000 Penalty: 105105.406250
Iteration 54Q: 33 clusters Score -8.670701e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 14706 members 
Mstep: Class 4 contains 6964 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 607 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 145922 members 
Mstep: Class 10 contains 8850 members 
Mstep: Class 11 contains 25573 members 
Mstep: Class 12 contains 1657 members 
Mstep: Class 13 contains 10550 members 
Mstep: Class 14 contains 12470 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 34768 members 
Mstep: Class 17 contains 1828 members 
Mstep: Class 18 contains 5961 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2127 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1591 members 
Mstep: Class 24 contains 114901 members 
Mstep: Class 25 contains 2929 members 
Mstep: Class 26 contains 70193 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 31063 members 
Mstep: Class 31 contains 28623 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707752.000000 Penalty: 105105.406250
Iteration 55Q: 33 clusters Score -8.670775e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9457 members 
Mstep: Class 3 contains 14661 members 
Mstep: Class 4 contains 6955 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 147024 members 
Mstep: Class 10 contains 8861 members 
Mstep: Class 11 contains 25585 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 10534 members 
Mstep: Class 14 contains 12456 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 34765 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 5992 members 
Mstep: Class 19 contains 7470 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1590 members 
Mstep: Class 24 contains 113469 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 70536 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 15430 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 30915 members 
Mstep: Class 31 contains 28724 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708400.000000 Penalty: 105105.406250
Iteration 56Q: 33 clusters Score -8.67084e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9452 members 
Mstep: Class 3 contains 14619 members 
Mstep: Class 4 contains 6951 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 147756 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 25596 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 10530 members 
Mstep: Class 14 contains 12451 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 34762 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 6006 members 
Mstep: Class 19 contains 7487 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2137 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1590 members 
Mstep: Class 24 contains 112314 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 70986 members 
Mstep: Class 27 contains 584 members 
Mstep: Class 28 contains 15451 members 
Mstep: Class 29 contains 2888 members 
Mstep: Class 30 contains 30790 members 
Mstep: Class 31 contains 28804 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709208.000000 Penalty: 105105.406250
Iteration 57Q: 33 clusters Score -8.670921e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9454 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 4 contains 6942 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 148257 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 12445 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 34753 members 
Mstep: Class 17 contains 1814 members 
Mstep: Class 18 contains 6021 members 
Mstep: Class 19 contains 7512 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 111313 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 71539 members 
Mstep: Class 27 contains 584 members 
Mstep: Class 28 contains 15480 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 30681 members 
Mstep: Class 31 contains 28842 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709856.000000 Penalty: 105105.406250
Iteration 58Q: 33 clusters Score -8.670986e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9452 members 
Mstep: Class 3 contains 14530 members 
Mstep: Class 4 contains 6937 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 148471 members 
Mstep: Class 10 contains 8896 members 
Mstep: Class 11 contains 25606 members 
Mstep: Class 12 contains 1679 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 12441 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 34736 members 
Mstep: Class 17 contains 1810 members 
Mstep: Class 18 contains 6032 members 
Mstep: Class 19 contains 7532 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 110640 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 72124 members 
Mstep: Class 27 contains 584 members 
Mstep: Class 28 contains 15477 members 
Mstep: Class 29 contains 2884 members 
Mstep: Class 30 contains 30578 members 
Mstep: Class 31 contains 28849 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710200.000000 Penalty: 105105.406250
Iteration 59Q: 33 clusters Score -8.67102e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9444 members 
Mstep: Class 3 contains 14494 members 
Mstep: Class 4 contains 6930 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 148432 members 
Mstep: Class 10 contains 8903 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 10531 members 
Mstep: Class 14 contains 12443 members 
Mstep: Class 15 contains 742 members 
Mstep: Class 16 contains 34718 members 
Mstep: Class 17 contains 1808 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 110256 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 72676 members 
Mstep: Class 27 contains 584 members 
Mstep: Class 28 contains 15476 members 
Mstep: Class 29 contains 2882 members 
Mstep: Class 30 contains 30482 members 
Mstep: Class 31 contains 28853 members 
Mstep: Class 32 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711320.000000 Penalty: 105105.406250
Iteration 60F: 33 clusters Score -8.671132e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 9448 members 
Mstep: Class 3 contains 14463 members 
Mstep: Class 4 contains 6915 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 148255 members 
Mstep: Class 10 contains 8906 members 
Mstep: Class 11 contains 25486 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 12449 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 34691 members 
Mstep: Class 17 contains 1805 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 110989 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 72329 members 
Mstep: Class 27 contains 584 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 2881 members 
Mstep: Class 30 contains 30415 members 
Mstep: Class 31 contains 28852 members 
Mstep: Class 32 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 33 clusters Score -8.671174e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9466 members 
Mstep: Class 3 contains 14439 members 
Mstep: Class 4 contains 6925 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 147973 members 
Mstep: Class 10 contains 8908 members 
Mstep: Class 11 contains 25391 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34704 members 
Mstep: Class 17 contains 1804 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 7577 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2152 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 111652 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 72056 members 
Mstep: Class 27 contains 583 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 30357 members 
Mstep: Class 31 contains 28872 members 
Mstep: Class 32 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 33 clusters Score -8.671159e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 14410 members 
Mstep: Class 4 contains 6938 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1565 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 147731 members 
Mstep: Class 10 contains 8914 members 
Mstep: Class 11 contains 25327 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 10512 members 
Mstep: Class 14 contains 12445 members 
Mstep: Class 15 contains 743 members 
Mstep: Class 16 contains 34694 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2155 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1593 members 
Mstep: Class 24 contains 112090 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 71953 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15483 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 30285 members 
Mstep: Class 31 contains 28917 members 
Mstep: Class 32 contains 374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711432.000000 Penalty: 105105.406250
Iteration 63Q: 33 clusters Score -8.671143e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9475 members 
Mstep: Class 3 contains 14385 members 
Mstep: Class 4 contains 6945 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1574 members 
Mstep: Class 7 contains 608 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 147494 members 
Mstep: Class 10 contains 8921 members 
Mstep: Class 11 contains 25282 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 12445 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 34700 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2160 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1593 members 
Mstep: Class 24 contains 112286 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 72025 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15493 members 
Mstep: Class 29 contains 2878 members 
Mstep: Class 30 contains 30211 members 
Mstep: Class 31 contains 28985 members 
Mstep: Class 32 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 33 clusters Score -8.671087e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9473 members 
Mstep: Class 3 contains 14365 members 
Mstep: Class 4 contains 6945 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 147280 members 
Mstep: Class 10 contains 8923 members 
Mstep: Class 11 contains 25246 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 12453 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34713 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 6087 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2171 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1593 members 
Mstep: Class 24 contains 112311 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 72218 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15508 members 
Mstep: Class 29 contains 2887 members 
Mstep: Class 30 contains 30143 members 
Mstep: Class 31 contains 29038 members 
Mstep: Class 32 contains 371 members 
Entering Unmasked Estep 
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Iteration 65Q: 33 clusters Score -8.671065e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 14353 members 
Mstep: Class 4 contains 6947 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1587 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 147086 members 
Mstep: Class 10 contains 8925 members 
Mstep: Class 11 contains 25219 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 10500 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34718 members 
Mstep: Class 17 contains 1802 members 
Mstep: Class 18 contains 6095 members 
Mstep: Class 19 contains 7609 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 112184 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 72582 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15507 members 
Mstep: Class 29 contains 2881 members 
Mstep: Class 30 contains 30065 members 
Mstep: Class 31 contains 29087 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
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Iteration 66Q: 33 clusters Score -8.671057e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9474 members 
Mstep: Class 3 contains 14345 members 
Mstep: Class 4 contains 6948 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 146843 members 
Mstep: Class 10 contains 8922 members 
Mstep: Class 11 contains 25203 members 
Mstep: Class 12 contains 1683 members 
Mstep: Class 13 contains 10499 members 
Mstep: Class 14 contains 12451 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34716 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 111928 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 73147 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15511 members 
Mstep: Class 29 contains 2885 members 
Mstep: Class 30 contains 29989 members 
Mstep: Class 31 contains 29101 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
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Iteration 67Q: 33 clusters Score -8.671054e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9477 members 
Mstep: Class 3 contains 14333 members 
Mstep: Class 4 contains 6944 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 146534 members 
Mstep: Class 10 contains 8918 members 
Mstep: Class 11 contains 25219 members 
Mstep: Class 12 contains 1683 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 12445 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 34732 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 6123 members 
Mstep: Class 19 contains 7616 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1593 members 
Mstep: Class 24 contains 111658 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 73772 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15510 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 29911 members 
Mstep: Class 31 contains 29103 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
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Score: -86710680.000000 Penalty: 105105.406250
Iteration 68Q: 33 clusters Score -8.671068e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9476 members 
Mstep: Class 3 contains 14322 members 
Mstep: Class 4 contains 6944 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1603 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 146216 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 25247 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 10489 members 
Mstep: Class 14 contains 12444 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34745 members 
Mstep: Class 17 contains 1798 members 
Mstep: Class 18 contains 6131 members 
Mstep: Class 19 contains 7618 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2200 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 111288 members 
Mstep: Class 25 contains 2939 members 
Mstep: Class 26 contains 74482 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15507 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 29814 members 
Mstep: Class 31 contains 29141 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710928.000000 Penalty: 105105.406250
Iteration 69Q: 33 clusters Score -8.671093e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9475 members 
Mstep: Class 3 contains 14312 members 
Mstep: Class 4 contains 6941 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 145833 members 
Mstep: Class 10 contains 8914 members 
Mstep: Class 11 contains 25283 members 
Mstep: Class 12 contains 1683 members 
Mstep: Class 13 contains 10483 members 
Mstep: Class 14 contains 12444 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34745 members 
Mstep: Class 17 contains 1797 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2208 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 110923 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 75250 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15498 members 
Mstep: Class 29 contains 2884 members 
Mstep: Class 30 contains 29733 members 
Mstep: Class 31 contains 29172 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711016.000000 Penalty: 105105.406250
Iteration 70Q: 33 clusters Score -8.671102e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9476 members 
Mstep: Class 3 contains 14303 members 
Mstep: Class 4 contains 6927 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 145390 members 
Mstep: Class 10 contains 8914 members 
Mstep: Class 11 contains 25283 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 12440 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34748 members 
Mstep: Class 17 contains 1795 members 
Mstep: Class 18 contains 6146 members 
Mstep: Class 19 contains 7626 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 110653 members 
Mstep: Class 25 contains 2940 members 
Mstep: Class 26 contains 76028 members 
Mstep: Class 27 contains 582 members 
Mstep: Class 28 contains 15497 members 
Mstep: Class 29 contains 2885 members 
Mstep: Class 30 contains 29643 members 
Mstep: Class 31 contains 29203 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711192.000000 Penalty: 105105.406250
Iteration 71Q: 33 clusters Score -8.671119e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9478 members 
Mstep: Class 3 contains 14298 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 144914 members 
Mstep: Class 10 contains 8914 members 
Mstep: Class 11 contains 25304 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 13 contains 10481 members 
Mstep: Class 14 contains 12430 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34742 members 
Mstep: Class 17 contains 1792 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 7629 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 110436 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 76784 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 15492 members 
Mstep: Class 29 contains 2888 members 
Mstep: Class 30 contains 29556 members 
Mstep: Class 31 contains 29217 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711160.000000 Penalty: 105105.406250
Iteration 72Q: 33 clusters Score -8.671116e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9471 members 
Mstep: Class 3 contains 14297 members 
Mstep: Class 4 contains 6915 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 144349 members 
Mstep: Class 10 contains 8914 members 
Mstep: Class 11 contains 25330 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 12425 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34751 members 
Mstep: Class 17 contains 1788 members 
Mstep: Class 18 contains 6167 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2219 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 110261 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 77575 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 15493 members 
Mstep: Class 29 contains 2887 members 
Mstep: Class 30 contains 29475 members 
Mstep: Class 31 contains 29224 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711712.000000 Penalty: 105105.406250
Iteration 73Q: 33 clusters Score -8.671171e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9476 members 
Mstep: Class 3 contains 14290 members 
Mstep: Class 4 contains 6907 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 143840 members 
Mstep: Class 10 contains 8916 members 
Mstep: Class 11 contains 25361 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 10482 members 
Mstep: Class 14 contains 12417 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34752 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 109975 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 78441 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 15496 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 29393 members 
Mstep: Class 31 contains 29211 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712120.000000 Penalty: 105105.406250
Iteration 74Q: 33 clusters Score -8.671212e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9482 members 
Mstep: Class 3 contains 14286 members 
Mstep: Class 4 contains 6903 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 143301 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 25403 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 10485 members 
Mstep: Class 14 contains 12409 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34763 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 109687 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 79326 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 15486 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 29335 members 
Mstep: Class 31 contains 29165 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712768.000000 Penalty: 105105.406250
Iteration 75Q: 33 clusters Score -8.671277e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9490 members 
Mstep: Class 3 contains 14283 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 142766 members 
Mstep: Class 10 contains 8921 members 
Mstep: Class 11 contains 25426 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 10488 members 
Mstep: Class 14 contains 12395 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34780 members 
Mstep: Class 17 contains 1769 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 2222 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 109483 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 80165 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 15458 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 29273 members 
Mstep: Class 31 contains 29116 members 
Mstep: Class 32 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712664.000000 Penalty: 105105.406250
Iteration 76Q: 33 clusters Score -8.671266e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9496 members 
Mstep: Class 3 contains 14278 members 
Mstep: Class 4 contains 6898 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 142213 members 
Mstep: Class 10 contains 8925 members 
Mstep: Class 11 contains 25420 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 10491 members 
Mstep: Class 14 contains 12388 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34779 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7641 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 2229 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1592 members 
Mstep: Class 24 contains 109323 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 81013 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 15444 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 29206 members 
Mstep: Class 31 contains 29058 members 
Mstep: Class 32 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712688.000000 Penalty: 105105.406250
Iteration 77Q: 33 clusters Score -8.671269e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9498 members 
Mstep: Class 3 contains 14269 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 141668 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25423 members 
Mstep: Class 12 contains 1690 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34777 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7645 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2238 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1593 members 
Mstep: Class 24 contains 109119 members 
Mstep: Class 25 contains 2929 members 
Mstep: Class 26 contains 81852 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 15440 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 29159 members 
Mstep: Class 31 contains 29014 members 
Mstep: Class 32 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712896.000000 Penalty: 105105.406250
Iteration 78Q: 33 clusters Score -8.67129e+07 nChanged 1961
Entering ConstructFrom: 
Score: -86712896.000000 Penalty: 105105.406250
Entering ConstructFrom: 
Trying to split cluster 1 (881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Entering Unmasked Estep 
Score: -111041.320312 Penalty: 1681.702393
	Iteration 0F: 2 clusters Score -111041.3 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 435 members 
Entering Unmasked Estep 
Score: -109263.164062 Penalty: 3363.404785
	Iteration 0F: 3 clusters Score -109263.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109618.000000 Penalty: 3363.404785
	Iteration 1F: 3 clusters Score -109618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109771.984375 Penalty: 3363.404785
	Iteration 2F: 3 clusters Score -109772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -109908.820312 Penalty: 3363.404785
	Iteration 3F: 3 clusters Score -109908.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -110062.015625 Penalty: 3363.404785
	Iteration 4F: 3 clusters Score -110062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -110306.898438 Penalty: 3363.404785
	Iteration 5F: 3 clusters Score -110306.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -110586.687500 Penalty: 3363.404785
	Iteration 6F: 3 clusters Score -110586.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110913.804688 Penalty: 3363.404785
	Iteration 7F: 3 clusters Score -110913.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111058.539062 Penalty: 3363.404785
	Iteration 8Q: 3 clusters Score -111058.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -111117.414062 Penalty: 3363.404785
	Iteration 9Q: 3 clusters Score -111117.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -111140.726562 Penalty: 3363.404785
	Iteration 10Q: 3 clusters Score -111140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111148.664062 Penalty: 3363.404785
	Iteration 11Q: 3 clusters Score -111148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111153.703125 Penalty: 3363.404785
	Iteration 12Q: 3 clusters Score -111153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111154.351562 Penalty: 3363.404785
	Iteration 13Q: 3 clusters Score -111154.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111156.570312 Penalty: 3363.404785
	Iteration 14Q: 3 clusters Score -111156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111156.570312 Penalty: 3363.404785
	Iteration 15F: 3 clusters Score -111156.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 570 members 
Entering Unmasked Estep 
Score: -86711552.000000 Penalty: 108389.953125
Splitting cluster 1 changes total score from -86712896.000000 to -86711552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (9499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Entering Unmasked Estep 
Score: -1395450.875000 Penalty: 2271.417725
	Iteration 0F: 2 clusters Score -1395451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1388130.500000 Penalty: 4542.835449
	Iteration 0F: 3 clusters Score -1388130 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1390847.875000 Penalty: 4542.835449
	Iteration 1F: 3 clusters Score -1390848 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1392088.875000 Penalty: 4542.835449
	Iteration 2F: 3 clusters Score -1392089 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1393522.875000 Penalty: 4542.835449
	Iteration 3F: 3 clusters Score -1393523 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1394705.625000 Penalty: 4542.835449
	Iteration 4F: 3 clusters Score -1394706 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1395407.750000 Penalty: 4542.835449
	Iteration 5F: 3 clusters Score -1395408 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1395772.500000 Penalty: 4542.835449
	Iteration 6F: 3 clusters Score -1395772 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1395961.875000 Penalty: 4542.835449
	Iteration 7Q: 3 clusters Score -1395962 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1396086.000000 Penalty: 4542.835449
	Iteration 8Q: 3 clusters Score -1396086 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1396169.375000 Penalty: 4542.835449
	Iteration 9Q: 3 clusters Score -1396169 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1396221.875000 Penalty: 4542.835449
	Iteration 10Q: 3 clusters Score -1396222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1396257.750000 Penalty: 4542.835449
	Iteration 11Q: 3 clusters Score -1396258 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1396297.500000 Penalty: 4542.835449
	Iteration 12Q: 3 clusters Score -1396298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1396339.500000 Penalty: 4542.835449
	Iteration 13Q: 3 clusters Score -1396340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1396378.500000 Penalty: 4542.835449
	Iteration 14Q: 3 clusters Score -1396378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1396406.625000 Penalty: 4542.835449
	Iteration 15Q: 3 clusters Score -1396407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1396428.625000 Penalty: 4542.835449
	Iteration 16Q: 3 clusters Score -1396429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1396456.000000 Penalty: 4542.835449
	Iteration 17Q: 3 clusters Score -1396456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1396468.500000 Penalty: 4542.835449
	Iteration 18Q: 3 clusters Score -1396468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1396479.250000 Penalty: 4542.835449
	Iteration 19Q: 3 clusters Score -1396479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1396496.250000 Penalty: 4542.835449
	Iteration 20F: 3 clusters Score -1396496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1396500.750000 Penalty: 4542.835449
	Iteration 21Q: 3 clusters Score -1396501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1396507.125000 Penalty: 4542.835449
	Iteration 22Q: 3 clusters Score -1396507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1396514.625000 Penalty: 4542.835449
	Iteration 23Q: 3 clusters Score -1396515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1396522.125000 Penalty: 4542.835449
	Iteration 24Q: 3 clusters Score -1396522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1396529.125000 Penalty: 4542.835449
	Iteration 25Q: 3 clusters Score -1396529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1396535.500000 Penalty: 4542.835449
	Iteration 26Q: 3 clusters Score -1396536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1396545.750000 Penalty: 4542.835449
	Iteration 27Q: 3 clusters Score -1396546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1396549.750000 Penalty: 4542.835449
	Iteration 28Q: 3 clusters Score -1396550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1396560.750000 Penalty: 4542.835449
	Iteration 29Q: 3 clusters Score -1396561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1396563.500000 Penalty: 4542.835449
	Iteration 30Q: 3 clusters Score -1396564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1396567.500000 Penalty: 4542.835449
	Iteration 31Q: 3 clusters Score -1396568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1396576.125000 Penalty: 4542.835449
	Iteration 32Q: 3 clusters Score -1396576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1396579.250000 Penalty: 4542.835449
	Iteration 33Q: 3 clusters Score -1396579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1396584.500000 Penalty: 4542.835449
	Iteration 34Q: 3 clusters Score -1396584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1396591.375000 Penalty: 4542.835449
	Iteration 35Q: 3 clusters Score -1396591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1396594.500000 Penalty: 4542.835449
	Iteration 36Q: 3 clusters Score -1396594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1396597.500000 Penalty: 4542.835449
	Iteration 37Q: 3 clusters Score -1396598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1396601.125000 Penalty: 4542.835449
	Iteration 38Q: 3 clusters Score -1396601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1396601.000000 Penalty: 4542.835449
	Iteration 39Q: 3 clusters Score -1396601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1396601.750000 Penalty: 4542.835449
	Iteration 40F: 3 clusters Score -1396602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 7531 members 
Entering Unmasked Estep 
Score: -86713424.000000 Penalty: 108389.953125
Splitting cluster 2 changes total score from -86712896.000000 to -86713424.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 3 (14267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Entering Unmasked Estep 
Score: -2240069.500000 Penalty: 2372.294678
	Iteration 0F: 2 clusters Score -2240070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2229706.500000 Penalty: 4744.589355
	Iteration 0F: 3 clusters Score -2229706 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2233446.000000 Penalty: 4744.589355
	Iteration 1F: 3 clusters Score -2233446 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2234244.500000 Penalty: 4744.589355
	Iteration 2F: 3 clusters Score -2234244 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2235099.250000 Penalty: 4744.589355
	Iteration 3F: 3 clusters Score -2235099 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2236010.750000 Penalty: 4744.589355
	Iteration 4F: 3 clusters Score -2236011 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2236848.750000 Penalty: 4744.589355
	Iteration 5F: 3 clusters Score -2236849 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2237537.750000 Penalty: 4744.589355
	Iteration 6F: 3 clusters Score -2237538 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2238136.250000 Penalty: 4744.589355
	Iteration 7Q: 3 clusters Score -2238136 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2238620.250000 Penalty: 4744.589355
	Iteration 8Q: 3 clusters Score -2238620 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2238923.500000 Penalty: 4744.589355
	Iteration 9Q: 3 clusters Score -2238924 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2239078.250000 Penalty: 4744.589355
	Iteration 10Q: 3 clusters Score -2239078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2239138.750000 Penalty: 4744.589355
	Iteration 11Q: 3 clusters Score -2239139 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2239189.000000 Penalty: 4744.589355
	Iteration 12Q: 3 clusters Score -2239189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2239216.250000 Penalty: 4744.589355
	Iteration 13Q: 3 clusters Score -2239216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2239241.500000 Penalty: 4744.589355
	Iteration 14Q: 3 clusters Score -2239242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2239249.000000 Penalty: 4744.589355
	Iteration 15Q: 3 clusters Score -2239249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2239260.750000 Penalty: 4744.589355
	Iteration 16Q: 3 clusters Score -2239261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2239266.500000 Penalty: 4744.589355
	Iteration 17Q: 3 clusters Score -2239266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2239272.000000 Penalty: 4744.589355
	Iteration 18Q: 3 clusters Score -2239272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2239274.750000 Penalty: 4744.589355
	Iteration 19Q: 3 clusters Score -2239275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2239275.250000 Penalty: 4744.589355
	Iteration 20F: 3 clusters Score -2239275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2239277.500000 Penalty: 4744.589355
	Iteration 21Q: 3 clusters Score -2239278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2239279.750000 Penalty: 4744.589355
	Iteration 22Q: 3 clusters Score -2239280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2239278.750000 Penalty: 4744.589355
	Iteration 23Q: 3 clusters Score -2239279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2239282.500000 Penalty: 4744.589355
	Iteration 24Q: 3 clusters Score -2239282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2239279.000000 Penalty: 4744.589355
	Iteration 25Q: 3 clusters Score -2239279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2239278.250000 Penalty: 4744.589355
	Iteration 26Q: 3 clusters Score -2239278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2239278.000000 Penalty: 4744.589355
	Iteration 27Q: 3 clusters Score -2239278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2239281.500000 Penalty: 4744.589355
	Iteration 28Q: 3 clusters Score -2239282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2239282.500000 Penalty: 4744.589355
	Iteration 29Q: 3 clusters Score -2239282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2239284.500000 Penalty: 4744.589355
	Iteration 30Q: 3 clusters Score -2239284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2239285.000000 Penalty: 4744.589355
	Iteration 31Q: 3 clusters Score -2239285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2239285.000000 Penalty: 4744.589355
	Iteration 32F: 3 clusters Score -2239285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -1031876.687500 Penalty: 2191.960693
	Iteration 0F: 2 clusters Score -1031877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1026253.000000 Penalty: 4383.921387
	Iteration 0F: 3 clusters Score -1026253 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1027646.687500 Penalty: 4383.921387
	Iteration 1F: 3 clusters Score -1027647 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1027845.250000 Penalty: 4383.921387
	Iteration 2F: 3 clusters Score -1027845 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1027991.000000 Penalty: 4383.921387
	Iteration 3Q: 3 clusters Score -1027991 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1028144.750000 Penalty: 4383.921387
	Iteration 4Q: 3 clusters Score -1028145 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1028333.625000 Penalty: 4383.921387
	Iteration 5Q: 3 clusters Score -1028334 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1028575.687500 Penalty: 4383.921387
	Iteration 6Q: 3 clusters Score -1028576 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1028791.750000 Penalty: 4383.921387
	Iteration 7Q: 3 clusters Score -1028792 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1029000.375000 Penalty: 4383.921387
	Iteration 8Q: 3 clusters Score -1029000 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1029180.500000 Penalty: 4383.921387
	Iteration 9Q: 3 clusters Score -1029180 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1029359.312500 Penalty: 4383.921387
	Iteration 10Q: 3 clusters Score -1029359 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1029511.937500 Penalty: 4383.921387
	Iteration 11Q: 3 clusters Score -1029512 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1029642.562500 Penalty: 4383.921387
	Iteration 12Q: 3 clusters Score -1029643 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1029760.437500 Penalty: 4383.921387
	Iteration 13Q: 3 clusters Score -1029760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1029877.875000 Penalty: 4383.921387
	Iteration 14Q: 3 clusters Score -1029878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1030002.875000 Penalty: 4383.921387
	Iteration 15Q: 3 clusters Score -1030003 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1030098.250000 Penalty: 4383.921387
	Iteration 16Q: 3 clusters Score -1030098 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1030185.000000 Penalty: 4383.921387
	Iteration 17Q: 3 clusters Score -1030185 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1030270.625000 Penalty: 4383.921387
	Iteration 18Q: 3 clusters Score -1030271 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1030372.312500 Penalty: 4383.921387
	Iteration 19Q: 3 clusters Score -1030372 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1030471.687500 Penalty: 4383.921387
	Iteration 20F: 3 clusters Score -1030472 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1030581.500000 Penalty: 4383.921387
	Iteration 21Q: 3 clusters Score -1030582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1030696.375000 Penalty: 4383.921387
	Iteration 22Q: 3 clusters Score -1030696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1030807.187500 Penalty: 4383.921387
	Iteration 23Q: 3 clusters Score -1030807 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1030924.500000 Penalty: 4383.921387
	Iteration 24Q: 3 clusters Score -1030924 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1031054.500000 Penalty: 4383.921387
	Iteration 25Q: 3 clusters Score -1031054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1031190.000000 Penalty: 4383.921387
	Iteration 26Q: 3 clusters Score -1031190 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1031345.625000 Penalty: 4383.921387
	Iteration 27Q: 3 clusters Score -1031346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1031510.687500 Penalty: 4383.921387
	Iteration 28Q: 3 clusters Score -1031511 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1031643.937500 Penalty: 4383.921387
	Iteration 29Q: 3 clusters Score -1031644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1031736.812500 Penalty: 4383.921387
	Iteration 30Q: 3 clusters Score -1031737 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1031801.937500 Penalty: 4383.921387
	Iteration 31Q: 3 clusters Score -1031802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1031845.250000 Penalty: 4383.921387
	Iteration 32Q: 3 clusters Score -1031845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1031870.687500 Penalty: 4383.921387
	Iteration 33Q: 3 clusters Score -1031871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1031887.250000 Penalty: 4383.921387
	Iteration 34Q: 3 clusters Score -1031887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1031899.000000 Penalty: 4383.921387
	Iteration 35Q: 3 clusters Score -1031899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1031905.500000 Penalty: 4383.921387
	Iteration 36Q: 3 clusters Score -1031906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1031910.500000 Penalty: 4383.921387
	Iteration 37Q: 3 clusters Score -1031910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1031915.687500 Penalty: 4383.921387
	Iteration 38Q: 3 clusters Score -1031916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1031918.687500 Penalty: 4383.921387
	Iteration 39Q: 3 clusters Score -1031919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1031922.500000 Penalty: 4383.921387
	Iteration 40F: 3 clusters Score -1031922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1031930.312500 Penalty: 4383.921387
	Iteration 41Q: 3 clusters Score -1031930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1031934.500000 Penalty: 4383.921387
	Iteration 42Q: 3 clusters Score -1031934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1031939.875000 Penalty: 4383.921387
	Iteration 43Q: 3 clusters Score -1031940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1031938.437500 Penalty: 4383.921387
	Iteration 44Q: 3 clusters Score -1031938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1031940.312500 Penalty: 4383.921387
	Iteration 45Q: 3 clusters Score -1031940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1031939.375000 Penalty: 4383.921387
	Iteration 46Q: 3 clusters Score -1031939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1031939.375000 Penalty: 4383.921387
	Iteration 47F: 3 clusters Score -1031939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 5838 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 1057 members 
Entering Unmasked Estep 
Score: -86712328.000000 Penalty: 111674.500000
Splitting cluster 4 changes total score from -86712896.000000 to -86712328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -207792.906250 Penalty: 1824.198975
	Iteration 0F: 2 clusters Score -207792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -205652.609375 Penalty: 3648.397949
	Iteration 0F: 3 clusters Score -205652.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -206972.359375 Penalty: 3648.397949
	Iteration 1F: 3 clusters Score -206972.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -208514.546875 Penalty: 3648.397949
	Iteration 2F: 3 clusters Score -208514.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -209290.765625 Penalty: 3648.397949
	Iteration 3F: 3 clusters Score -209290.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -209484.000000 Penalty: 3648.397949
	Iteration 4Q: 3 clusters Score -209484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -209564.328125 Penalty: 3648.397949
	Iteration 5Q: 3 clusters Score -209564.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -209613.968750 Penalty: 3648.397949
	Iteration 6Q: 3 clusters Score -209614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -209675.562500 Penalty: 3648.397949
	Iteration 7Q: 3 clusters Score -209675.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -209793.234375 Penalty: 3648.397949
	Iteration 8Q: 3 clusters Score -209793.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -209916.031250 Penalty: 3648.397949
	Iteration 9Q: 3 clusters Score -209916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -210157.265625 Penalty: 3648.397949
	Iteration 10Q: 3 clusters Score -210157.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210498.671875 Penalty: 3648.397949
	Iteration 11Q: 3 clusters Score -210498.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -210917.437500 Penalty: 3648.397949
	Iteration 12Q: 3 clusters Score -210917.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -210940.218750 Penalty: 3648.397949
	Iteration 13Q: 3 clusters Score -210940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -210984.421875 Penalty: 3648.397949
	Iteration 14Q: 3 clusters Score -210984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -211045.187500 Penalty: 3648.397949
	Iteration 15Q: 3 clusters Score -211045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -211085.484375 Penalty: 3648.397949
	Iteration 16Q: 3 clusters Score -211085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -211096.000000 Penalty: 3648.397949
	Iteration 17Q: 3 clusters Score -211096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -211096.953125 Penalty: 3648.397949
	Iteration 18Q: 3 clusters Score -211097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -211097.093750 Penalty: 3648.397949
	Iteration 19Q: 3 clusters Score -211097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -211097.093750 Penalty: 3648.397949
	Iteration 20F: 3 clusters Score -211097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 1054 members 
Entering Unmasked Estep 
Score: -86715280.000000 Penalty: 111674.500000
Splitting cluster 5 changes total score from -86712896.000000 to -86715280.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 6 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -230869.875000 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -230869.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -228540.359375 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -228540.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -229036.156250 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -229036.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -229263.687500 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -229263.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -229426.671875 Penalty: 3663.382080
	Iteration 3F: 3 clusters Score -229426.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -229573.406250 Penalty: 3663.382080
	Iteration 4F: 3 clusters Score -229573.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -229690.078125 Penalty: 3663.382080
	Iteration 5F: 3 clusters Score -229690.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -229787.250000 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -229787.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -229886.671875 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -229886.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -229968.453125 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -229968.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -230040.953125 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -230041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -230104.968750 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -230105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -230173.421875 Penalty: 3663.382080
	Iteration 11Q: 3 clusters Score -230173.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -230227.156250 Penalty: 3663.382080
	Iteration 12Q: 3 clusters Score -230227.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -230279.890625 Penalty: 3663.382080
	Iteration 13Q: 3 clusters Score -230279.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -230298.906250 Penalty: 3663.382080
	Iteration 14Q: 3 clusters Score -230298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -230306.218750 Penalty: 3663.382080
	Iteration 15Q: 3 clusters Score -230306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -230318.968750 Penalty: 3663.382080
	Iteration 16Q: 3 clusters Score -230319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -230331.500000 Penalty: 3663.382080
	Iteration 17Q: 3 clusters Score -230331.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -230338.578125 Penalty: 3663.382080
	Iteration 18Q: 3 clusters Score -230338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -230347.359375 Penalty: 3663.382080
	Iteration 19Q: 3 clusters Score -230347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -230349.046875 Penalty: 3663.382080
	Iteration 20F: 3 clusters Score -230349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -230354.625000 Penalty: 3663.382080
	Iteration 21Q: 3 clusters Score -230354.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -230368.281250 Penalty: 3663.382080
	Iteration 22Q: 3 clusters Score -230368.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -230388.265625 Penalty: 3663.382080
	Iteration 23Q: 3 clusters Score -230388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -230402.296875 Penalty: 3663.382080
	Iteration 24Q: 3 clusters Score -230402.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -230414.781250 Penalty: 3663.382080
	Iteration 25Q: 3 clusters Score -230414.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -230424.031250 Penalty: 3663.382080
	Iteration 26Q: 3 clusters Score -230424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -230428.703125 Penalty: 3663.382080
	Iteration 27Q: 3 clusters Score -230428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -230440.812500 Penalty: 3663.382080
	Iteration 28Q: 3 clusters Score -230440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -230444.687500 Penalty: 3663.382080
	Iteration 29Q: 3 clusters Score -230444.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -230450.875000 Penalty: 3663.382080
	Iteration 30Q: 3 clusters Score -230450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -230452.671875 Penalty: 3663.382080
	Iteration 31Q: 3 clusters Score -230452.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -230453.671875 Penalty: 3663.382080
	Iteration 32Q: 3 clusters Score -230453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -230455.359375 Penalty: 3663.382080
	Iteration 33Q: 3 clusters Score -230455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -230457.937500 Penalty: 3663.382080
	Iteration 34Q: 3 clusters Score -230457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -230457.937500 Penalty: 3663.382080
	Iteration 35F: 3 clusters Score -230457.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79870.781250 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79870.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78322.062500 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78322.06 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78613.679688 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78613.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78763.054688 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78763.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -78848.132812 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78848.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78908.992188 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78908.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -78939.984375 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78939.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78964.468750 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78964.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -78999.109375 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -78999.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -79032.312500 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -79032.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -79043.843750 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -79043.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -79051.726562 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -79051.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -79054.320312 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -79054.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79058.421875 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -79058.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79058.421875 Penalty: 3180.261963
	Iteration 13F: 3 clusters Score -79058.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -71277.750000 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -71277.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69844.585938 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -69844.59 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70325.945312 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -70325.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70827.242188 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -70827.24 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71374.070312 Penalty: 3096.142822
	Iteration 3F: 3 clusters Score -71374.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71629.625000 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -71629.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71687.078125 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -71687.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71741.039062 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -71741.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71794.968750 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -71794.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71805.039062 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -71805.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71807.000000 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -71807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71807.000000 Penalty: 3096.142822
	Iteration 10F: 3 clusters Score -71807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 244 members 
Entering Unmasked Estep 
Score: -86714080.000000 Penalty: 114959.039062
Splitting cluster 8 changes total score from -86712896.000000 to -86714080.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (141111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141111 members 
Entering Unmasked Estep 
Score: -22173174.000000 Penalty: 2940.610840
	Iteration 0F: 2 clusters Score -2.217317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -22085456.000000 Penalty: 5881.221680
	Iteration 0F: 3 clusters Score -2.208546e+07 nChanged 67450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -22124806.000000 Penalty: 5881.221680
	Iteration 1F: 3 clusters Score -2.212481e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -22126262.000000 Penalty: 5881.221680
	Iteration 2Q: 3 clusters Score -2.212626e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -22128248.000000 Penalty: 5881.221680
	Iteration 3Q: 3 clusters Score -2.212825e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -22132220.000000 Penalty: 5881.221680
	Iteration 4F: 3 clusters Score -2.213222e+07 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101263 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -22139238.000000 Penalty: 5881.221680
	Iteration 5F: 3 clusters Score -2.213924e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -22149436.000000 Penalty: 5881.221680
	Iteration 6F: 3 clusters Score -2.214944e+07 nChanged 12552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126359 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -22159460.000000 Penalty: 5881.221680
	Iteration 7F: 3 clusters Score -2.215946e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135294 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -22166292.000000 Penalty: 5881.221680
	Iteration 8F: 3 clusters Score -2.216629e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139413 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -22169262.000000 Penalty: 5881.221680
	Iteration 9Q: 3 clusters Score -2.216926e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140615 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22170118.000000 Penalty: 5881.221680
	Iteration 10Q: 3 clusters Score -2.217012e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140844 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22170340.000000 Penalty: 5881.221680
	Iteration 11Q: 3 clusters Score -2.217034e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140893 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -22170396.000000 Penalty: 5881.221680
	Iteration 12Q: 3 clusters Score -2.21704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140906 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22170420.000000 Penalty: 5881.221680
	Iteration 13Q: 3 clusters Score -2.217042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140908 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22170446.000000 Penalty: 5881.221680
	Iteration 14Q: 3 clusters Score -2.217045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140909 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22170450.000000 Penalty: 5881.221680
	Iteration 15Q: 3 clusters Score -2.217045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140911 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22170444.000000 Penalty: 5881.221680
	Iteration 16Q: 3 clusters Score -2.217044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140913 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22170440.000000 Penalty: 5881.221680
	Iteration 17Q: 3 clusters Score -2.217044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140914 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22170450.000000 Penalty: 5881.221680
	Iteration 18Q: 3 clusters Score -2.217045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140913 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22170446.000000 Penalty: 5881.221680
	Iteration 19Q: 3 clusters Score -2.217045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140913 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22170446.000000 Penalty: 5881.221680
	Iteration 20F: 3 clusters Score -2.217045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Entering Unmasked Estep 
Score: -1334407.250000 Penalty: 2255.931885
	Iteration 0F: 2 clusters Score -1334407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1327462.000000 Penalty: 4511.863770
	Iteration 0F: 3 clusters Score -1327462 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1329606.250000 Penalty: 4511.863770
	Iteration 1F: 3 clusters Score -1329606 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1329969.750000 Penalty: 4511.863770
	Iteration 2F: 3 clusters Score -1329970 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1330256.500000 Penalty: 4511.863770
	Iteration 3F: 3 clusters Score -1330256 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1330555.750000 Penalty: 4511.863770
	Iteration 4F: 3 clusters Score -1330556 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1330869.125000 Penalty: 4511.863770
	Iteration 5F: 3 clusters Score -1330869 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1331212.375000 Penalty: 4511.863770
	Iteration 6F: 3 clusters Score -1331212 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1331590.875000 Penalty: 4511.863770
	Iteration 7F: 3 clusters Score -1331591 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1331964.125000 Penalty: 4511.863770
	Iteration 8Q: 3 clusters Score -1331964 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1332235.375000 Penalty: 4511.863770
	Iteration 9Q: 3 clusters Score -1332235 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1332428.375000 Penalty: 4511.863770
	Iteration 10Q: 3 clusters Score -1332428 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1332582.375000 Penalty: 4511.863770
	Iteration 11Q: 3 clusters Score -1332582 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1332676.000000 Penalty: 4511.863770
	Iteration 12Q: 3 clusters Score -1332676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1332728.000000 Penalty: 4511.863770
	Iteration 13Q: 3 clusters Score -1332728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1332757.500000 Penalty: 4511.863770
	Iteration 14Q: 3 clusters Score -1332758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1332776.625000 Penalty: 4511.863770
	Iteration 15Q: 3 clusters Score -1332777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1332792.875000 Penalty: 4511.863770
	Iteration 16Q: 3 clusters Score -1332793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1332814.500000 Penalty: 4511.863770
	Iteration 17Q: 3 clusters Score -1332814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1332825.125000 Penalty: 4511.863770
	Iteration 18Q: 3 clusters Score -1332825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1332837.250000 Penalty: 4511.863770
	Iteration 19Q: 3 clusters Score -1332837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1332844.125000 Penalty: 4511.863770
	Iteration 20F: 3 clusters Score -1332844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1332858.625000 Penalty: 4511.863770
	Iteration 21Q: 3 clusters Score -1332859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1332863.750000 Penalty: 4511.863770
	Iteration 22Q: 3 clusters Score -1332864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1332870.625000 Penalty: 4511.863770
	Iteration 23Q: 3 clusters Score -1332871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1332874.125000 Penalty: 4511.863770
	Iteration 24Q: 3 clusters Score -1332874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1332878.125000 Penalty: 4511.863770
	Iteration 25Q: 3 clusters Score -1332878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1332878.500000 Penalty: 4511.863770
	Iteration 26Q: 3 clusters Score -1332878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1332880.500000 Penalty: 4511.863770
	Iteration 27Q: 3 clusters Score -1332880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1332883.750000 Penalty: 4511.863770
	Iteration 28Q: 3 clusters Score -1332884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1332884.750000 Penalty: 4511.863770
	Iteration 29Q: 3 clusters Score -1332885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1332885.125000 Penalty: 4511.863770
	Iteration 30Q: 3 clusters Score -1332885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1332885.125000 Penalty: 4511.863770
	Iteration 31F: 3 clusters Score -1332885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Entering Unmasked Estep 
Score: -4035758.250000 Penalty: 2515.516846
	Iteration 0F: 2 clusters Score -4035758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -4018234.750000 Penalty: 5031.033691
	Iteration 0F: 3 clusters Score -4018235 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -4024303.750000 Penalty: 5031.033691
	Iteration 1F: 3 clusters Score -4024304 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -4024670.750000 Penalty: 5031.033691
	Iteration 2Q: 3 clusters Score -4024671 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4024996.000000 Penalty: 5031.033691
	Iteration 3Q: 3 clusters Score -4024996 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4025261.250000 Penalty: 5031.033691
	Iteration 4Q: 3 clusters Score -4025261 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4025558.500000 Penalty: 5031.033691
	Iteration 5Q: 3 clusters Score -4025558 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -4025875.250000 Penalty: 5031.033691
	Iteration 6Q: 3 clusters Score -4025875 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4026313.000000 Penalty: 5031.033691
	Iteration 7Q: 3 clusters Score -4026313 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4026817.500000 Penalty: 5031.033691
	Iteration 8Q: 3 clusters Score -4026818 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4027311.750000 Penalty: 5031.033691
	Iteration 9Q: 3 clusters Score -4027312 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4027953.250000 Penalty: 5031.033691
	Iteration 10F: 3 clusters Score -4027953 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4028791.250000 Penalty: 5031.033691
	Iteration 11F: 3 clusters Score -4028791 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4029851.750000 Penalty: 5031.033691
	Iteration 12F: 3 clusters Score -4029852 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4031110.500000 Penalty: 5031.033691
	Iteration 13F: 3 clusters Score -4031110 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4032373.750000 Penalty: 5031.033691
	Iteration 14F: 3 clusters Score -4032374 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4033396.500000 Penalty: 5031.033691
	Iteration 15Q: 3 clusters Score -4033396 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4034036.250000 Penalty: 5031.033691
	Iteration 16Q: 3 clusters Score -4034036 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -4034423.000000 Penalty: 5031.033691
	Iteration 17Q: 3 clusters Score -4034423 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4034642.000000 Penalty: 5031.033691
	Iteration 18Q: 3 clusters Score -4034642 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4034765.750000 Penalty: 5031.033691
	Iteration 19Q: 3 clusters Score -4034766 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -4034839.750000 Penalty: 5031.033691
	Iteration 20F: 3 clusters Score -4034840 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -4034883.500000 Penalty: 5031.033691
	Iteration 21Q: 3 clusters Score -4034884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -4034915.250000 Penalty: 5031.033691
	Iteration 22Q: 3 clusters Score -4034915 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4034952.250000 Penalty: 5031.033691
	Iteration 23Q: 3 clusters Score -4034952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -4034973.750000 Penalty: 5031.033691
	Iteration 24Q: 3 clusters Score -4034974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4035014.750000 Penalty: 5031.033691
	Iteration 25Q: 3 clusters Score -4035015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -4035026.500000 Penalty: 5031.033691
	Iteration 26Q: 3 clusters Score -4035026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4035040.000000 Penalty: 5031.033691
	Iteration 27Q: 3 clusters Score -4035040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -4035043.000000 Penalty: 5031.033691
	Iteration 28Q: 3 clusters Score -4035043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4035051.000000 Penalty: 5031.033691
	Iteration 29Q: 3 clusters Score -4035051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4035053.500000 Penalty: 5031.033691
	Iteration 30Q: 3 clusters Score -4035054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4035057.250000 Penalty: 5031.033691
	Iteration 31Q: 3 clusters Score -4035057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -4035058.750000 Penalty: 5031.033691
	Iteration 32Q: 3 clusters Score -4035059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -4035059.750000 Penalty: 5031.033691
	Iteration 33Q: 3 clusters Score -4035060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4035063.000000 Penalty: 5031.033691
	Iteration 34Q: 3 clusters Score -4035063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -4035060.500000 Penalty: 5031.033691
	Iteration 35Q: 3 clusters Score -4035060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4035060.000000 Penalty: 5031.033691
	Iteration 36Q: 3 clusters Score -4035060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4035063.750000 Penalty: 5031.033691
	Iteration 37Q: 3 clusters Score -4035064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4035063.750000 Penalty: 5031.033691
	Iteration 38Q: 3 clusters Score -4035064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4035065.000000 Penalty: 5031.033691
	Iteration 39Q: 3 clusters Score -4035065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4035065.500000 Penalty: 5031.033691
	Iteration 40F: 3 clusters Score -4035066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4035068.000000 Penalty: 5031.033691
	Iteration 41Q: 3 clusters Score -4035068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4035068.000000 Penalty: 5031.033691
	Iteration 42F: 3 clusters Score -4035068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -241594.828125 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -241594.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -239196.703125 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -239196.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -239584.515625 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -239584.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -239677.531250 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -239677.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -239755.296875 Penalty: 3686.218506
	Iteration 3Q: 3 clusters Score -239755.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -239795.718750 Penalty: 3686.218506
	Iteration 4Q: 3 clusters Score -239795.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -239823.468750 Penalty: 3686.218506
	Iteration 5Q: 3 clusters Score -239823.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -239842.921875 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -239842.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -239865.609375 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -239865.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -239887.281250 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -239887.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -239915.703125 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -239915.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -239936.359375 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -239936.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -239953.171875 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -239953.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -239964.859375 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -239964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -239976.515625 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -239976.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -239996.125000 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -239996.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -240007.765625 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -240007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -240015.375000 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -240015.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -240020.265625 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -240020.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -240035.359375 Penalty: 3686.218506
	Iteration 18Q: 3 clusters Score -240035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -240043.703125 Penalty: 3686.218506
	Iteration 19Q: 3 clusters Score -240043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -240048.500000 Penalty: 3686.218506
	Iteration 20F: 3 clusters Score -240048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -240057.953125 Penalty: 3686.218506
	Iteration 21Q: 3 clusters Score -240058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -240066.843750 Penalty: 3686.218506
	Iteration 22Q: 3 clusters Score -240066.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -240079.343750 Penalty: 3686.218506
	Iteration 23Q: 3 clusters Score -240079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -240090.109375 Penalty: 3686.218506
	Iteration 24Q: 3 clusters Score -240090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -240094.562500 Penalty: 3686.218506
	Iteration 25Q: 3 clusters Score -240094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -240101.750000 Penalty: 3686.218506
	Iteration 26Q: 3 clusters Score -240101.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -240108.656250 Penalty: 3686.218506
	Iteration 27Q: 3 clusters Score -240108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -240115.890625 Penalty: 3686.218506
	Iteration 28Q: 3 clusters Score -240115.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -240123.156250 Penalty: 3686.218506
	Iteration 29Q: 3 clusters Score -240123.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -240130.375000 Penalty: 3686.218506
	Iteration 30Q: 3 clusters Score -240130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -240142.812500 Penalty: 3686.218506
	Iteration 31Q: 3 clusters Score -240142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -240149.296875 Penalty: 3686.218506
	Iteration 32Q: 3 clusters Score -240149.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -240157.687500 Penalty: 3686.218506
	Iteration 33Q: 3 clusters Score -240157.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -240163.203125 Penalty: 3686.218506
	Iteration 34Q: 3 clusters Score -240163.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -240170.406250 Penalty: 3686.218506
	Iteration 35Q: 3 clusters Score -240170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -240179.500000 Penalty: 3686.218506
	Iteration 36Q: 3 clusters Score -240179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -240185.906250 Penalty: 3686.218506
	Iteration 37Q: 3 clusters Score -240185.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -240193.625000 Penalty: 3686.218506
	Iteration 38Q: 3 clusters Score -240193.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -240200.765625 Penalty: 3686.218506
	Iteration 39Q: 3 clusters Score -240200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -240211.531250 Penalty: 3686.218506
	Iteration 40F: 3 clusters Score -240211.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -240223.390625 Penalty: 3686.218506
	Iteration 41Q: 3 clusters Score -240223.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -240228.640625 Penalty: 3686.218506
	Iteration 42Q: 3 clusters Score -240228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -240236.656250 Penalty: 3686.218506
	Iteration 43Q: 3 clusters Score -240236.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -240245.203125 Penalty: 3686.218506
	Iteration 44Q: 3 clusters Score -240245.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -240258.765625 Penalty: 3686.218506
	Iteration 45Q: 3 clusters Score -240258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -240271.265625 Penalty: 3686.218506
	Iteration 46Q: 3 clusters Score -240271.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -240283.250000 Penalty: 3686.218506
	Iteration 47Q: 3 clusters Score -240283.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -240290.875000 Penalty: 3686.218506
	Iteration 48Q: 3 clusters Score -240290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -240295.828125 Penalty: 3686.218506
	Iteration 49Q: 3 clusters Score -240295.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -240303.453125 Penalty: 3686.218506
	Iteration 50Q: 3 clusters Score -240303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -240308.671875 Penalty: 3686.218506
	Iteration 51Q: 3 clusters Score -240308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -240315.546875 Penalty: 3686.218506
	Iteration 52Q: 3 clusters Score -240315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -240319.875000 Penalty: 3686.218506
	Iteration 53Q: 3 clusters Score -240319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -240324.015625 Penalty: 3686.218506
	Iteration 54Q: 3 clusters Score -240324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -240326.359375 Penalty: 3686.218506
	Iteration 55Q: 3 clusters Score -240326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -240332.718750 Penalty: 3686.218506
	Iteration 56Q: 3 clusters Score -240332.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -240337.312500 Penalty: 3686.218506
	Iteration 57Q: 3 clusters Score -240337.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -240341.468750 Penalty: 3686.218506
	Iteration 58Q: 3 clusters Score -240341.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -240344.953125 Penalty: 3686.218506
	Iteration 59Q: 3 clusters Score -240345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -240351.218750 Penalty: 3686.218506
	Iteration 60F: 3 clusters Score -240351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -240356.171875 Penalty: 3686.218506
	Iteration 61Q: 3 clusters Score -240356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -240360.984375 Penalty: 3686.218506
	Iteration 62Q: 3 clusters Score -240361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -240375.796875 Penalty: 3686.218506
	Iteration 63Q: 3 clusters Score -240375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -240389.359375 Penalty: 3686.218506
	Iteration 64Q: 3 clusters Score -240389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -240402.187500 Penalty: 3686.218506
	Iteration 65Q: 3 clusters Score -240402.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -240428.734375 Penalty: 3686.218506
	Iteration 66Q: 3 clusters Score -240428.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -240451.937500 Penalty: 3686.218506
	Iteration 67Q: 3 clusters Score -240451.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -240473.265625 Penalty: 3686.218506
	Iteration 68Q: 3 clusters Score -240473.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -240499.875000 Penalty: 3686.218506
	Iteration 69Q: 3 clusters Score -240499.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -240525.500000 Penalty: 3686.218506
	Iteration 70Q: 3 clusters Score -240525.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -240553.000000 Penalty: 3686.218506
	Iteration 71Q: 3 clusters Score -240553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -240577.437500 Penalty: 3686.218506
	Iteration 72Q: 3 clusters Score -240577.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -240605.500000 Penalty: 3686.218506
	Iteration 73Q: 3 clusters Score -240605.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -240650.312500 Penalty: 3686.218506
	Iteration 74Q: 3 clusters Score -240650.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -240679.875000 Penalty: 3686.218506
	Iteration 75Q: 3 clusters Score -240679.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -240710.968750 Penalty: 3686.218506
	Iteration 76Q: 3 clusters Score -240711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -240752.343750 Penalty: 3686.218506
	Iteration 77Q: 3 clusters Score -240752.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -240781.812500 Penalty: 3686.218506
	Iteration 78Q: 3 clusters Score -240781.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -240801.640625 Penalty: 3686.218506
	Iteration 79Q: 3 clusters Score -240801.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -240817.406250 Penalty: 3686.218506
	Iteration 80F: 3 clusters Score -240817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -240830.125000 Penalty: 3686.218506
	Iteration 81Q: 3 clusters Score -240830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -240833.953125 Penalty: 3686.218506
	Iteration 82Q: 3 clusters Score -240834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -240836.718750 Penalty: 3686.218506
	Iteration 83Q: 3 clusters Score -240836.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -240838.609375 Penalty: 3686.218506
	Iteration 84Q: 3 clusters Score -240838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -240841.578125 Penalty: 3686.218506
	Iteration 85Q: 3 clusters Score -240841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -240843.125000 Penalty: 3686.218506
	Iteration 86Q: 3 clusters Score -240843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -240843.125000 Penalty: 3686.218506
	Iteration 87F: 3 clusters Score -240843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Entering Unmasked Estep 
Score: -1629983.250000 Penalty: 2296.075439
	Iteration 0F: 2 clusters Score -1629983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1621981.375000 Penalty: 4592.150879
	Iteration 0F: 3 clusters Score -1621981 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1624398.125000 Penalty: 4592.150879
	Iteration 1F: 3 clusters Score -1624398 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1624784.750000 Penalty: 4592.150879
	Iteration 2F: 3 clusters Score -1624785 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1625121.125000 Penalty: 4592.150879
	Iteration 3F: 3 clusters Score -1625121 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1625473.500000 Penalty: 4592.150879
	Iteration 4F: 3 clusters Score -1625474 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1625815.500000 Penalty: 4592.150879
	Iteration 5Q: 3 clusters Score -1625816 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1626129.625000 Penalty: 4592.150879
	Iteration 6Q: 3 clusters Score -1626130 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1626484.375000 Penalty: 4592.150879
	Iteration 7F: 3 clusters Score -1626484 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1626874.625000 Penalty: 4592.150879
	Iteration 8F: 3 clusters Score -1626875 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1627272.000000 Penalty: 4592.150879
	Iteration 9Q: 3 clusters Score -1627272 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1627637.500000 Penalty: 4592.150879
	Iteration 10Q: 3 clusters Score -1627638 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1627942.500000 Penalty: 4592.150879
	Iteration 11Q: 3 clusters Score -1627942 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1628208.625000 Penalty: 4592.150879
	Iteration 12Q: 3 clusters Score -1628209 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1628381.375000 Penalty: 4592.150879
	Iteration 13Q: 3 clusters Score -1628381 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1628549.625000 Penalty: 4592.150879
	Iteration 14Q: 3 clusters Score -1628550 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1628649.875000 Penalty: 4592.150879
	Iteration 15Q: 3 clusters Score -1628650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1628714.125000 Penalty: 4592.150879
	Iteration 16Q: 3 clusters Score -1628714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1628778.625000 Penalty: 4592.150879
	Iteration 17Q: 3 clusters Score -1628779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1628827.875000 Penalty: 4592.150879
	Iteration 18Q: 3 clusters Score -1628828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1628864.125000 Penalty: 4592.150879
	Iteration 19Q: 3 clusters Score -1628864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1628890.500000 Penalty: 4592.150879
	Iteration 20F: 3 clusters Score -1628890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1628918.375000 Penalty: 4592.150879
	Iteration 21Q: 3 clusters Score -1628918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1628941.625000 Penalty: 4592.150879
	Iteration 22Q: 3 clusters Score -1628942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1628962.375000 Penalty: 4592.150879
	Iteration 23Q: 3 clusters Score -1628962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1628978.000000 Penalty: 4592.150879
	Iteration 24Q: 3 clusters Score -1628978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1629003.500000 Penalty: 4592.150879
	Iteration 25Q: 3 clusters Score -1629004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1629015.375000 Penalty: 4592.150879
	Iteration 26Q: 3 clusters Score -1629015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1629018.000000 Penalty: 4592.150879
	Iteration 27Q: 3 clusters Score -1629018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1629021.375000 Penalty: 4592.150879
	Iteration 28Q: 3 clusters Score -1629021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1629027.375000 Penalty: 4592.150879
	Iteration 29Q: 3 clusters Score -1629027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1629032.875000 Penalty: 4592.150879
	Iteration 30Q: 3 clusters Score -1629033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1629032.625000 Penalty: 4592.150879
	Iteration 31Q: 3 clusters Score -1629033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1629035.375000 Penalty: 4592.150879
	Iteration 32Q: 3 clusters Score -1629035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1629036.125000 Penalty: 4592.150879
	Iteration 33Q: 3 clusters Score -1629036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1629036.125000 Penalty: 4592.150879
	Iteration 34F: 3 clusters Score -1629036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Entering Unmasked Estep 
Score: -1903188.750000 Penalty: 2337.231934
	Iteration 0F: 2 clusters Score -1903189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1893975.750000 Penalty: 4674.463867
	Iteration 0F: 3 clusters Score -1893976 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1896871.000000 Penalty: 4674.463867
	Iteration 1F: 3 clusters Score -1896871 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1897446.625000 Penalty: 4674.463867
	Iteration 2F: 3 clusters Score -1897447 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1898126.250000 Penalty: 4674.463867
	Iteration 3F: 3 clusters Score -1898126 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1898861.625000 Penalty: 4674.463867
	Iteration 4F: 3 clusters Score -1898862 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1899679.625000 Penalty: 4674.463867
	Iteration 5F: 3 clusters Score -1899680 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1900440.000000 Penalty: 4674.463867
	Iteration 6F: 3 clusters Score -1900440 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1901006.125000 Penalty: 4674.463867
	Iteration 7F: 3 clusters Score -1901006 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1901362.125000 Penalty: 4674.463867
	Iteration 8Q: 3 clusters Score -1901362 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1901624.625000 Penalty: 4674.463867
	Iteration 9Q: 3 clusters Score -1901625 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1901809.375000 Penalty: 4674.463867
	Iteration 10Q: 3 clusters Score -1901809 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1901955.250000 Penalty: 4674.463867
	Iteration 11Q: 3 clusters Score -1901955 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1902053.875000 Penalty: 4674.463867
	Iteration 12Q: 3 clusters Score -1902054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1902096.000000 Penalty: 4674.463867
	Iteration 13Q: 3 clusters Score -1902096 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1902122.875000 Penalty: 4674.463867
	Iteration 14Q: 3 clusters Score -1902123 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1902149.250000 Penalty: 4674.463867
	Iteration 15Q: 3 clusters Score -1902149 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1902165.875000 Penalty: 4674.463867
	Iteration 16Q: 3 clusters Score -1902166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1902172.750000 Penalty: 4674.463867
	Iteration 17Q: 3 clusters Score -1902173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1902189.625000 Penalty: 4674.463867
	Iteration 18Q: 3 clusters Score -1902190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1902199.500000 Penalty: 4674.463867
	Iteration 19Q: 3 clusters Score -1902200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1902211.625000 Penalty: 4674.463867
	Iteration 20F: 3 clusters Score -1902212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1902225.125000 Penalty: 4674.463867
	Iteration 21Q: 3 clusters Score -1902225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1902237.625000 Penalty: 4674.463867
	Iteration 22Q: 3 clusters Score -1902238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1902246.125000 Penalty: 4674.463867
	Iteration 23Q: 3 clusters Score -1902246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1902253.750000 Penalty: 4674.463867
	Iteration 24Q: 3 clusters Score -1902254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1902270.875000 Penalty: 4674.463867
	Iteration 25Q: 3 clusters Score -1902271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1902281.250000 Penalty: 4674.463867
	Iteration 26Q: 3 clusters Score -1902281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1902300.750000 Penalty: 4674.463867
	Iteration 27Q: 3 clusters Score -1902301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1902315.000000 Penalty: 4674.463867
	Iteration 28Q: 3 clusters Score -1902315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1902337.500000 Penalty: 4674.463867
	Iteration 29Q: 3 clusters Score -1902338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1902355.000000 Penalty: 4674.463867
	Iteration 30Q: 3 clusters Score -1902355 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1902383.625000 Penalty: 4674.463867
	Iteration 31Q: 3 clusters Score -1902384 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1902425.750000 Penalty: 4674.463867
	Iteration 32Q: 3 clusters Score -1902426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1902461.250000 Penalty: 4674.463867
	Iteration 33Q: 3 clusters Score -1902461 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1902496.500000 Penalty: 4674.463867
	Iteration 34Q: 3 clusters Score -1902496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1902527.875000 Penalty: 4674.463867
	Iteration 35Q: 3 clusters Score -1902528 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1902551.750000 Penalty: 4674.463867
	Iteration 36Q: 3 clusters Score -1902552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1902572.750000 Penalty: 4674.463867
	Iteration 37Q: 3 clusters Score -1902573 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1902602.000000 Penalty: 4674.463867
	Iteration 38Q: 3 clusters Score -1902602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1902613.625000 Penalty: 4674.463867
	Iteration 39Q: 3 clusters Score -1902614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1902624.875000 Penalty: 4674.463867
	Iteration 40F: 3 clusters Score -1902625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1902633.625000 Penalty: 4674.463867
	Iteration 41Q: 3 clusters Score -1902634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1902646.000000 Penalty: 4674.463867
	Iteration 42Q: 3 clusters Score -1902646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1902651.750000 Penalty: 4674.463867
	Iteration 43Q: 3 clusters Score -1902652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1902655.500000 Penalty: 4674.463867
	Iteration 44Q: 3 clusters Score -1902656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1902666.250000 Penalty: 4674.463867
	Iteration 45Q: 3 clusters Score -1902666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1902672.500000 Penalty: 4674.463867
	Iteration 46Q: 3 clusters Score -1902672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1902676.375000 Penalty: 4674.463867
	Iteration 47Q: 3 clusters Score -1902676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1902679.750000 Penalty: 4674.463867
	Iteration 48Q: 3 clusters Score -1902680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1902680.500000 Penalty: 4674.463867
	Iteration 49Q: 3 clusters Score -1902680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1902682.875000 Penalty: 4674.463867
	Iteration 50Q: 3 clusters Score -1902683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1902681.750000 Penalty: 4674.463867
	Iteration 51Q: 3 clusters Score -1902682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1902690.750000 Penalty: 4674.463867
	Iteration 52Q: 3 clusters Score -1902691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1902694.875000 Penalty: 4674.463867
	Iteration 53Q: 3 clusters Score -1902695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1902695.875000 Penalty: 4674.463867
	Iteration 54Q: 3 clusters Score -1902696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1902703.250000 Penalty: 4674.463867
	Iteration 55Q: 3 clusters Score -1902703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1902705.625000 Penalty: 4674.463867
	Iteration 56Q: 3 clusters Score -1902706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1902710.375000 Penalty: 4674.463867
	Iteration 57Q: 3 clusters Score -1902710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1902712.625000 Penalty: 4674.463867
	Iteration 58Q: 3 clusters Score -1902713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1902716.875000 Penalty: 4674.463867
	Iteration 59Q: 3 clusters Score -1902717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1902716.500000 Penalty: 4674.463867
	Iteration 60F: 3 clusters Score -1902716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1902718.000000 Penalty: 4674.463867
	Iteration 61Q: 3 clusters Score -1902718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1902721.500000 Penalty: 4674.463867
	Iteration 62Q: 3 clusters Score -1902722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1902720.500000 Penalty: 4674.463867
	Iteration 63Q: 3 clusters Score -1902720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1902720.250000 Penalty: 4674.463867
	Iteration 64Q: 3 clusters Score -1902720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1902716.750000 Penalty: 4674.463867
	Iteration 65Q: 3 clusters Score -1902717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1902718.625000 Penalty: 4674.463867
	Iteration 66Q: 3 clusters Score -1902719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1902719.500000 Penalty: 4674.463867
	Iteration 67Q: 3 clusters Score -1902720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1902721.250000 Penalty: 4674.463867
	Iteration 68Q: 3 clusters Score -1902721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1902721.875000 Penalty: 4674.463867
	Iteration 69Q: 3 clusters Score -1902722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1902723.375000 Penalty: 4674.463867
	Iteration 70Q: 3 clusters Score -1902723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1902721.500000 Penalty: 4674.463867
	Iteration 71Q: 3 clusters Score -1902722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1902723.250000 Penalty: 4674.463867
	Iteration 72Q: 3 clusters Score -1902723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1902721.750000 Penalty: 4674.463867
	Iteration 73Q: 3 clusters Score -1902722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1902722.125000 Penalty: 4674.463867
	Iteration 74Q: 3 clusters Score -1902722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1902722.375000 Penalty: 4674.463867
	Iteration 75Q: 3 clusters Score -1902722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1902719.750000 Penalty: 4674.463867
	Iteration 76Q: 3 clusters Score -1902720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1902719.750000 Penalty: 4674.463867
	Iteration 77F: 3 clusters Score -1902720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -98467.406250 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -98467.41 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 361 members 
Entering Unmasked Estep 
Score: -96827.132812 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -96827.13 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97209.039062 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -97209.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97516.382812 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -97516.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97903.750000 Penalty: 3280.903809
	Iteration 3F: 3 clusters Score -97903.75 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -98281.265625 Penalty: 3280.903809
	Iteration 4F: 3 clusters Score -98281.27 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98572.609375 Penalty: 3280.903809
	Iteration 5F: 3 clusters Score -98572.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -98682.164062 Penalty: 3280.903809
	Iteration 6F: 3 clusters Score -98682.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -98708.593750 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -98708.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98730.601562 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -98730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -98746.093750 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -98746.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98755.226562 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -98755.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98755.734375 Penalty: 3280.903809
	Iteration 11Q: 3 clusters Score -98755.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98755.734375 Penalty: 3280.903809
	Iteration 12F: 3 clusters Score -98755.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 1152 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 244 members 
Mstep: Class 36 contains 232 members 
Entering Unmasked Estep 
Score: -86712504.000000 Penalty: 118243.585938
Splitting cluster 15 changes total score from -86712896.000000 to -86712504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Entering Unmasked Estep 
Score: -5388850.000000 Penalty: 2593.292969
	Iteration 0F: 2 clusters Score -5388850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -5365128.000000 Penalty: 5186.585938
	Iteration 0F: 3 clusters Score -5365128 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -5373906.500000 Penalty: 5186.585938
	Iteration 1F: 3 clusters Score -5373906 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -5374321.000000 Penalty: 5186.585938
	Iteration 2Q: 3 clusters Score -5374321 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5374690.000000 Penalty: 5186.585938
	Iteration 3Q: 3 clusters Score -5374690 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5375074.000000 Penalty: 5186.585938
	Iteration 4Q: 3 clusters Score -5375074 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5375566.000000 Penalty: 5186.585938
	Iteration 5Q: 3 clusters Score -5375566 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5376131.000000 Penalty: 5186.585938
	Iteration 6Q: 3 clusters Score -5376131 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -5377088.500000 Penalty: 5186.585938
	Iteration 7F: 3 clusters Score -5377088 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -5378544.000000 Penalty: 5186.585938
	Iteration 8F: 3 clusters Score -5378544 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -5380399.500000 Penalty: 5186.585938
	Iteration 9F: 3 clusters Score -5380400 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -5382407.500000 Penalty: 5186.585938
	Iteration 10F: 3 clusters Score -5382408 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5384117.000000 Penalty: 5186.585938
	Iteration 11F: 3 clusters Score -5384117 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5385407.500000 Penalty: 5186.585938
	Iteration 12Q: 3 clusters Score -5385408 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5386035.500000 Penalty: 5186.585938
	Iteration 13Q: 3 clusters Score -5386036 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5386309.000000 Penalty: 5186.585938
	Iteration 14Q: 3 clusters Score -5386309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5386407.500000 Penalty: 5186.585938
	Iteration 15Q: 3 clusters Score -5386408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5386454.500000 Penalty: 5186.585938
	Iteration 16Q: 3 clusters Score -5386454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5386483.000000 Penalty: 5186.585938
	Iteration 17Q: 3 clusters Score -5386483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5386499.500000 Penalty: 5186.585938
	Iteration 18Q: 3 clusters Score -5386500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5386507.500000 Penalty: 5186.585938
	Iteration 19Q: 3 clusters Score -5386508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5386505.000000 Penalty: 5186.585938
	Iteration 20F: 3 clusters Score -5386505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5386515.000000 Penalty: 5186.585938
	Iteration 21Q: 3 clusters Score -5386515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5386515.500000 Penalty: 5186.585938
	Iteration 22Q: 3 clusters Score -5386516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5386527.000000 Penalty: 5186.585938
	Iteration 23Q: 3 clusters Score -5386527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5386529.000000 Penalty: 5186.585938
	Iteration 24Q: 3 clusters Score -5386529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5386531.500000 Penalty: 5186.585938
	Iteration 25Q: 3 clusters Score -5386532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5386531.500000 Penalty: 5186.585938
	Iteration 26F: 3 clusters Score -5386532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -264084.843750 Penalty: 1852.332764
	Iteration 0F: 2 clusters Score -264084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -261634.187500 Penalty: 3704.665527
	Iteration 0F: 3 clusters Score -261634.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -261998.984375 Penalty: 3704.665527
	Iteration 1F: 3 clusters Score -261999 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -262128.281250 Penalty: 3704.665527
	Iteration 2F: 3 clusters Score -262128.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -262215.000000 Penalty: 3704.665527
	Iteration 3Q: 3 clusters Score -262215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -262278.437500 Penalty: 3704.665527
	Iteration 4Q: 3 clusters Score -262278.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -262333.593750 Penalty: 3704.665527
	Iteration 5Q: 3 clusters Score -262333.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -262369.687500 Penalty: 3704.665527
	Iteration 6Q: 3 clusters Score -262369.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -262392.531250 Penalty: 3704.665527
	Iteration 7Q: 3 clusters Score -262392.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -262417.937500 Penalty: 3704.665527
	Iteration 8Q: 3 clusters Score -262417.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -262430.375000 Penalty: 3704.665527
	Iteration 9Q: 3 clusters Score -262430.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -262441.375000 Penalty: 3704.665527
	Iteration 10Q: 3 clusters Score -262441.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -262448.343750 Penalty: 3704.665527
	Iteration 11Q: 3 clusters Score -262448.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262453.656250 Penalty: 3704.665527
	Iteration 12Q: 3 clusters Score -262453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -262455.250000 Penalty: 3704.665527
	Iteration 13Q: 3 clusters Score -262455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -262457.843750 Penalty: 3704.665527
	Iteration 14Q: 3 clusters Score -262457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262458.281250 Penalty: 3704.665527
	Iteration 15Q: 3 clusters Score -262458.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -262459.718750 Penalty: 3704.665527
	Iteration 16Q: 3 clusters Score -262459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -262461.406250 Penalty: 3704.665527
	Iteration 17Q: 3 clusters Score -262461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -262464.125000 Penalty: 3704.665527
	Iteration 18Q: 3 clusters Score -262464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -262468.687500 Penalty: 3704.665527
	Iteration 19Q: 3 clusters Score -262468.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -262470.781250 Penalty: 3704.665527
	Iteration 20F: 3 clusters Score -262470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Entering Unmasked Estep 
Score: -981857.000000 Penalty: 2166.290527
	Iteration 0F: 2 clusters Score -981857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -976604.687500 Penalty: 4332.581055
	Iteration 0F: 3 clusters Score -976604.7 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -977887.812500 Penalty: 4332.581055
	Iteration 1F: 3 clusters Score -977887.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -978108.562500 Penalty: 4332.581055
	Iteration 2F: 3 clusters Score -978108.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -978243.937500 Penalty: 4332.581055
	Iteration 3Q: 3 clusters Score -978243.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -978332.062500 Penalty: 4332.581055
	Iteration 4Q: 3 clusters Score -978332.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -978404.750000 Penalty: 4332.581055
	Iteration 5Q: 3 clusters Score -978404.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -978462.875000 Penalty: 4332.581055
	Iteration 6Q: 3 clusters Score -978462.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -978522.937500 Penalty: 4332.581055
	Iteration 7Q: 3 clusters Score -978522.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -978597.812500 Penalty: 4332.581055
	Iteration 8Q: 3 clusters Score -978597.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -978664.062500 Penalty: 4332.581055
	Iteration 9Q: 3 clusters Score -978664.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -978709.750000 Penalty: 4332.581055
	Iteration 10Q: 3 clusters Score -978709.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -978764.937500 Penalty: 4332.581055
	Iteration 11Q: 3 clusters Score -978764.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -978839.937500 Penalty: 4332.581055
	Iteration 12Q: 3 clusters Score -978839.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -978917.375000 Penalty: 4332.581055
	Iteration 13Q: 3 clusters Score -978917.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -979001.625000 Penalty: 4332.581055
	Iteration 14Q: 3 clusters Score -979001.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -979056.437500 Penalty: 4332.581055
	Iteration 15Q: 3 clusters Score -979056.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -979110.687500 Penalty: 4332.581055
	Iteration 16Q: 3 clusters Score -979110.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -979166.812500 Penalty: 4332.581055
	Iteration 17Q: 3 clusters Score -979166.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -979217.062500 Penalty: 4332.581055
	Iteration 18Q: 3 clusters Score -979217.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -979258.625000 Penalty: 4332.581055
	Iteration 19Q: 3 clusters Score -979258.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -979299.812500 Penalty: 4332.581055
	Iteration 20F: 3 clusters Score -979299.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -979327.187500 Penalty: 4332.581055
	Iteration 21Q: 3 clusters Score -979327.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -979350.750000 Penalty: 4332.581055
	Iteration 22Q: 3 clusters Score -979350.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -979371.625000 Penalty: 4332.581055
	Iteration 23Q: 3 clusters Score -979371.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -979385.125000 Penalty: 4332.581055
	Iteration 24Q: 3 clusters Score -979385.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -979394.187500 Penalty: 4332.581055
	Iteration 25Q: 3 clusters Score -979394.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -979403.937500 Penalty: 4332.581055
	Iteration 26Q: 3 clusters Score -979403.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -979412.562500 Penalty: 4332.581055
	Iteration 27Q: 3 clusters Score -979412.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -979420.312500 Penalty: 4332.581055
	Iteration 28Q: 3 clusters Score -979420.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -979427.312500 Penalty: 4332.581055
	Iteration 29Q: 3 clusters Score -979427.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -979435.437500 Penalty: 4332.581055
	Iteration 30Q: 3 clusters Score -979435.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -979441.250000 Penalty: 4332.581055
	Iteration 31Q: 3 clusters Score -979441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -979446.562500 Penalty: 4332.581055
	Iteration 32Q: 3 clusters Score -979446.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -979447.812500 Penalty: 4332.581055
	Iteration 33Q: 3 clusters Score -979447.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -979456.687500 Penalty: 4332.581055
	Iteration 34Q: 3 clusters Score -979456.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -979461.062500 Penalty: 4332.581055
	Iteration 35Q: 3 clusters Score -979461.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -979466.500000 Penalty: 4332.581055
	Iteration 36Q: 3 clusters Score -979466.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -979470.062500 Penalty: 4332.581055
	Iteration 37Q: 3 clusters Score -979470.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -979473.500000 Penalty: 4332.581055
	Iteration 38Q: 3 clusters Score -979473.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -979477.250000 Penalty: 4332.581055
	Iteration 39Q: 3 clusters Score -979477.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -979480.000000 Penalty: 4332.581055
	Iteration 40F: 3 clusters Score -979480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -979482.500000 Penalty: 4332.581055
	Iteration 41Q: 3 clusters Score -979482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -979483.250000 Penalty: 4332.581055
	Iteration 42Q: 3 clusters Score -979483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -979483.250000 Penalty: 4332.581055
	Iteration 43F: 3 clusters Score -979483.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Entering Unmasked Estep 
Score: -1188623.250000 Penalty: 2217.665527
	Iteration 0F: 2 clusters Score -1188623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1182402.875000 Penalty: 4435.331055
	Iteration 0F: 3 clusters Score -1182403 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1184053.000000 Penalty: 4435.331055
	Iteration 1F: 3 clusters Score -1184053 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1184298.250000 Penalty: 4435.331055
	Iteration 2F: 3 clusters Score -1184298 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1184465.625000 Penalty: 4435.331055
	Iteration 3Q: 3 clusters Score -1184466 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1184620.250000 Penalty: 4435.331055
	Iteration 4Q: 3 clusters Score -1184620 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1184782.875000 Penalty: 4435.331055
	Iteration 5Q: 3 clusters Score -1184783 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1184982.500000 Penalty: 4435.331055
	Iteration 6Q: 3 clusters Score -1184982 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1185132.750000 Penalty: 4435.331055
	Iteration 7Q: 3 clusters Score -1185133 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1185257.375000 Penalty: 4435.331055
	Iteration 8Q: 3 clusters Score -1185257 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1185378.625000 Penalty: 4435.331055
	Iteration 9Q: 3 clusters Score -1185379 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1185504.500000 Penalty: 4435.331055
	Iteration 10Q: 3 clusters Score -1185504 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1185651.500000 Penalty: 4435.331055
	Iteration 11Q: 3 clusters Score -1185652 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1185812.250000 Penalty: 4435.331055
	Iteration 12Q: 3 clusters Score -1185812 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1185937.125000 Penalty: 4435.331055
	Iteration 13Q: 3 clusters Score -1185937 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1186062.875000 Penalty: 4435.331055
	Iteration 14Q: 3 clusters Score -1186063 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1186184.000000 Penalty: 4435.331055
	Iteration 15Q: 3 clusters Score -1186184 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1186281.125000 Penalty: 4435.331055
	Iteration 16Q: 3 clusters Score -1186281 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1186400.375000 Penalty: 4435.331055
	Iteration 17Q: 3 clusters Score -1186400 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1186515.750000 Penalty: 4435.331055
	Iteration 18Q: 3 clusters Score -1186516 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1186638.250000 Penalty: 4435.331055
	Iteration 19Q: 3 clusters Score -1186638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1186748.750000 Penalty: 4435.331055
	Iteration 20F: 3 clusters Score -1186749 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1186835.875000 Penalty: 4435.331055
	Iteration 21Q: 3 clusters Score -1186836 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1186909.500000 Penalty: 4435.331055
	Iteration 22Q: 3 clusters Score -1186910 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1186977.500000 Penalty: 4435.331055
	Iteration 23Q: 3 clusters Score -1186978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1187021.875000 Penalty: 4435.331055
	Iteration 24Q: 3 clusters Score -1187022 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1187059.250000 Penalty: 4435.331055
	Iteration 25Q: 3 clusters Score -1187059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1187095.750000 Penalty: 4435.331055
	Iteration 26Q: 3 clusters Score -1187096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1187136.375000 Penalty: 4435.331055
	Iteration 27Q: 3 clusters Score -1187136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1187180.750000 Penalty: 4435.331055
	Iteration 28Q: 3 clusters Score -1187181 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1187227.625000 Penalty: 4435.331055
	Iteration 29Q: 3 clusters Score -1187228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1187276.875000 Penalty: 4435.331055
	Iteration 30Q: 3 clusters Score -1187277 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1187330.625000 Penalty: 4435.331055
	Iteration 31Q: 3 clusters Score -1187331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1187364.875000 Penalty: 4435.331055
	Iteration 32Q: 3 clusters Score -1187365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1187384.500000 Penalty: 4435.331055
	Iteration 33Q: 3 clusters Score -1187384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1187397.250000 Penalty: 4435.331055
	Iteration 34Q: 3 clusters Score -1187397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1187404.125000 Penalty: 4435.331055
	Iteration 35Q: 3 clusters Score -1187404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1187411.875000 Penalty: 4435.331055
	Iteration 36Q: 3 clusters Score -1187412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1187416.000000 Penalty: 4435.331055
	Iteration 37Q: 3 clusters Score -1187416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1187420.125000 Penalty: 4435.331055
	Iteration 38Q: 3 clusters Score -1187420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1187425.000000 Penalty: 4435.331055
	Iteration 39Q: 3 clusters Score -1187425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1187430.000000 Penalty: 4435.331055
	Iteration 40F: 3 clusters Score -1187430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1187433.250000 Penalty: 4435.331055
	Iteration 41Q: 3 clusters Score -1187433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1187438.375000 Penalty: 4435.331055
	Iteration 42Q: 3 clusters Score -1187438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1187439.375000 Penalty: 4435.331055
	Iteration 43Q: 3 clusters Score -1187439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1187440.750000 Penalty: 4435.331055
	Iteration 44Q: 3 clusters Score -1187441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1187441.875000 Penalty: 4435.331055
	Iteration 45Q: 3 clusters Score -1187442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1187444.250000 Penalty: 4435.331055
	Iteration 46Q: 3 clusters Score -1187444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1187446.625000 Penalty: 4435.331055
	Iteration 47Q: 3 clusters Score -1187447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1187449.250000 Penalty: 4435.331055
	Iteration 48Q: 3 clusters Score -1187449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1187451.875000 Penalty: 4435.331055
	Iteration 49Q: 3 clusters Score -1187452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1187449.000000 Penalty: 4435.331055
	Iteration 50Q: 3 clusters Score -1187449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1187451.000000 Penalty: 4435.331055
	Iteration 51Q: 3 clusters Score -1187451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1187451.000000 Penalty: 4435.331055
	Iteration 52F: 3 clusters Score -1187451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -69357.335938 Penalty: 1593.367554
	Iteration 0F: 2 clusters Score -69357.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67846.812500 Penalty: 3186.735107
	Iteration 0F: 3 clusters Score -67846.81 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68179.710938 Penalty: 3186.735107
	Iteration 1F: 3 clusters Score -68179.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68289.695312 Penalty: 3186.735107
	Iteration 2F: 3 clusters Score -68289.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68390.351562 Penalty: 3186.735107
	Iteration 3Q: 3 clusters Score -68390.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68455.476562 Penalty: 3186.735107
	Iteration 4Q: 3 clusters Score -68455.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68491.273438 Penalty: 3186.735107
	Iteration 5Q: 3 clusters Score -68491.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68526.562500 Penalty: 3186.735107
	Iteration 6Q: 3 clusters Score -68526.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68549.070312 Penalty: 3186.735107
	Iteration 7Q: 3 clusters Score -68549.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68568.062500 Penalty: 3186.735107
	Iteration 8Q: 3 clusters Score -68568.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68571.539062 Penalty: 3186.735107
	Iteration 9Q: 3 clusters Score -68571.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68572.945312 Penalty: 3186.735107
	Iteration 10Q: 3 clusters Score -68572.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68572.945312 Penalty: 3186.735107
	Iteration 11F: 3 clusters Score -68572.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -352441.312500 Penalty: 1913.792725
	Iteration 0F: 2 clusters Score -352441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -349653.906250 Penalty: 3827.585449
	Iteration 0F: 3 clusters Score -349653.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -350139.968750 Penalty: 3827.585449
	Iteration 1F: 3 clusters Score -350140 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -350266.718750 Penalty: 3827.585449
	Iteration 2F: 3 clusters Score -350266.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -350343.031250 Penalty: 3827.585449
	Iteration 3Q: 3 clusters Score -350343 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -350395.593750 Penalty: 3827.585449
	Iteration 4Q: 3 clusters Score -350395.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -350419.968750 Penalty: 3827.585449
	Iteration 5Q: 3 clusters Score -350420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -350439.625000 Penalty: 3827.585449
	Iteration 6Q: 3 clusters Score -350439.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -350454.718750 Penalty: 3827.585449
	Iteration 7Q: 3 clusters Score -350454.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -350464.781250 Penalty: 3827.585449
	Iteration 8Q: 3 clusters Score -350464.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -350474.531250 Penalty: 3827.585449
	Iteration 9Q: 3 clusters Score -350474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -350481.812500 Penalty: 3827.585449
	Iteration 10Q: 3 clusters Score -350481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -350492.625000 Penalty: 3827.585449
	Iteration 11Q: 3 clusters Score -350492.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -350501.187500 Penalty: 3827.585449
	Iteration 12Q: 3 clusters Score -350501.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350512.093750 Penalty: 3827.585449
	Iteration 13Q: 3 clusters Score -350512.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -350516.000000 Penalty: 3827.585449
	Iteration 14Q: 3 clusters Score -350516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350519.312500 Penalty: 3827.585449
	Iteration 15Q: 3 clusters Score -350519.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -350522.750000 Penalty: 3827.585449
	Iteration 16Q: 3 clusters Score -350522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -350524.468750 Penalty: 3827.585449
	Iteration 17Q: 3 clusters Score -350524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -350526.781250 Penalty: 3827.585449
	Iteration 18Q: 3 clusters Score -350526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -350527.718750 Penalty: 3827.585449
	Iteration 19Q: 3 clusters Score -350527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350529.343750 Penalty: 3827.585449
	Iteration 20F: 3 clusters Score -350529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -350532.187500 Penalty: 3827.585449
	Iteration 21Q: 3 clusters Score -350532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -350536.437500 Penalty: 3827.585449
	Iteration 22Q: 3 clusters Score -350536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -350538.906250 Penalty: 3827.585449
	Iteration 23Q: 3 clusters Score -350538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350542.593750 Penalty: 3827.585449
	Iteration 24Q: 3 clusters Score -350542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -350544.312500 Penalty: 3827.585449
	Iteration 25Q: 3 clusters Score -350544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -350545.312500 Penalty: 3827.585449
	Iteration 26Q: 3 clusters Score -350545.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -350545.625000 Penalty: 3827.585449
	Iteration 27Q: 3 clusters Score -350545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -350545.968750 Penalty: 3827.585449
	Iteration 28Q: 3 clusters Score -350546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -350545.968750 Penalty: 3827.585449
	Iteration 29F: 3 clusters Score -350546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Entering Unmasked Estep 
Score: -155499.484375 Penalty: 1748.215210
	Iteration 0F: 2 clusters Score -155499.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -153662.531250 Penalty: 3496.430420
	Iteration 0F: 3 clusters Score -153662.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -154480.687500 Penalty: 3496.430420
	Iteration 1F: 3 clusters Score -154480.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -154957.203125 Penalty: 3496.430420
	Iteration 2F: 3 clusters Score -154957.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -155816.265625 Penalty: 3496.430420
	Iteration 3F: 3 clusters Score -155816.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -157470.796875 Penalty: 3496.430420
	Iteration 4F: 3 clusters Score -157470.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -157931.437500 Penalty: 3496.430420
	Iteration 5F: 3 clusters Score -157931.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -158239.484375 Penalty: 3496.430420
	Iteration 6Q: 3 clusters Score -158239.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -158431.671875 Penalty: 3496.430420
	Iteration 7Q: 3 clusters Score -158431.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -158529.046875 Penalty: 3496.430420
	Iteration 8Q: 3 clusters Score -158529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -158551.718750 Penalty: 3496.430420
	Iteration 9Q: 3 clusters Score -158551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -158587.109375 Penalty: 3496.430420
	Iteration 10Q: 3 clusters Score -158587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -158600.187500 Penalty: 3496.430420
	Iteration 11Q: 3 clusters Score -158600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -158605.828125 Penalty: 3496.430420
	Iteration 12Q: 3 clusters Score -158605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -158608.859375 Penalty: 3496.430420
	Iteration 13Q: 3 clusters Score -158608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -158608.859375 Penalty: 3496.430420
	Iteration 14F: 3 clusters Score -158608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 368 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 244 members 
Mstep: Class 36 contains 267 members 
Entering Unmasked Estep 
Score: -86715664.000000 Penalty: 118243.585938
Splitting cluster 22 changes total score from -86712896.000000 to -86715664.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -230473.359375 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -230473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -228123.718750 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -228123.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -228511.953125 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -228512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -228650.750000 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -228650.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -228755.546875 Penalty: 3657.504883
	Iteration 3F: 3 clusters Score -228755.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -228847.265625 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -228847.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -228932.203125 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -228932.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -229017.062500 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -229017.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -229090.312500 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -229090.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -229188.859375 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -229188.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -229271.640625 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -229271.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -229348.796875 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -229348.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -229420.531250 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -229420.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -229461.656250 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -229461.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -229473.609375 Penalty: 3657.504883
	Iteration 13Q: 3 clusters Score -229473.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -229482.234375 Penalty: 3657.504883
	Iteration 14Q: 3 clusters Score -229482.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -229490.984375 Penalty: 3657.504883
	Iteration 15Q: 3 clusters Score -229491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -229493.843750 Penalty: 3657.504883
	Iteration 16Q: 3 clusters Score -229493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -229495.062500 Penalty: 3657.504883
	Iteration 17Q: 3 clusters Score -229495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -229495.937500 Penalty: 3657.504883
	Iteration 18Q: 3 clusters Score -229495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -229495.937500 Penalty: 3657.504883
	Iteration 19F: 3 clusters Score -229495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109028 members 
Entering Unmasked Estep 
Score: -17185674.000000 Penalty: 2876.641357
	Iteration 0F: 2 clusters Score -1.718567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -17115300.000000 Penalty: 5753.282715
	Iteration 0F: 3 clusters Score -1.71153e+07 nChanged 51702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -17145062.000000 Penalty: 5753.282715
	Iteration 1F: 3 clusters Score -1.714506e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -17146086.000000 Penalty: 5753.282715
	Iteration 2Q: 3 clusters Score -1.714609e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -17147538.000000 Penalty: 5753.282715
	Iteration 3Q: 3 clusters Score -1.714754e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -17149690.000000 Penalty: 5753.282715
	Iteration 4Q: 3 clusters Score -1.714969e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69355 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -17152558.000000 Penalty: 5753.282715
	Iteration 5F: 3 clusters Score -1.715256e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75804 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -17156984.000000 Penalty: 5753.282715
	Iteration 6F: 3 clusters Score -1.715698e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -17163058.000000 Penalty: 5753.282715
	Iteration 7F: 3 clusters Score -1.716306e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92142 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -17170460.000000 Penalty: 5753.282715
	Iteration 8F: 3 clusters Score -1.717046e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -17177038.000000 Penalty: 5753.282715
	Iteration 9F: 3 clusters Score -1.717704e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -17180668.000000 Penalty: 5753.282715
	Iteration 10Q: 3 clusters Score -1.718067e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -17182146.000000 Penalty: 5753.282715
	Iteration 11Q: 3 clusters Score -1.718215e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108216 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -17182754.000000 Penalty: 5753.282715
	Iteration 12Q: 3 clusters Score -1.718275e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -17183024.000000 Penalty: 5753.282715
	Iteration 13Q: 3 clusters Score -1.718302e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108667 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -17183152.000000 Penalty: 5753.282715
	Iteration 14Q: 3 clusters Score -1.718315e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -17183224.000000 Penalty: 5753.282715
	Iteration 15Q: 3 clusters Score -1.718322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108729 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17183262.000000 Penalty: 5753.282715
	Iteration 16Q: 3 clusters Score -1.718326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108747 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -17183294.000000 Penalty: 5753.282715
	Iteration 17Q: 3 clusters Score -1.718329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -17183314.000000 Penalty: 5753.282715
	Iteration 18Q: 3 clusters Score -1.718331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17183328.000000 Penalty: 5753.282715
	Iteration 19Q: 3 clusters Score -1.718333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17183332.000000 Penalty: 5753.282715
	Iteration 20F: 3 clusters Score -1.718333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108769 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -17183328.000000 Penalty: 5753.282715
	Iteration 21Q: 3 clusters Score -1.718333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17183340.000000 Penalty: 5753.282715
	Iteration 22Q: 3 clusters Score -1.718334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17183338.000000 Penalty: 5753.282715
	Iteration 23Q: 3 clusters Score -1.718334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108778 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -17183350.000000 Penalty: 5753.282715
	Iteration 24Q: 3 clusters Score -1.718335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17183348.000000 Penalty: 5753.282715
	Iteration 25Q: 3 clusters Score -1.718335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108777 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17183348.000000 Penalty: 5753.282715
	Iteration 26F: 3 clusters Score -1.718335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -435605.593750 Penalty: 1979.723877
	Iteration 0F: 2 clusters Score -435605.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -432401.156250 Penalty: 3959.447754
	Iteration 0F: 3 clusters Score -432401.2 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -433042.562500 Penalty: 3959.447754
	Iteration 1F: 3 clusters Score -433042.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -433186.031250 Penalty: 3959.447754
	Iteration 2F: 3 clusters Score -433186 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -433281.906250 Penalty: 3959.447754
	Iteration 3Q: 3 clusters Score -433281.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -433355.812500 Penalty: 3959.447754
	Iteration 4Q: 3 clusters Score -433355.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -433411.500000 Penalty: 3959.447754
	Iteration 5Q: 3 clusters Score -433411.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -433463.781250 Penalty: 3959.447754
	Iteration 6Q: 3 clusters Score -433463.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -433506.750000 Penalty: 3959.447754
	Iteration 7Q: 3 clusters Score -433506.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -433552.531250 Penalty: 3959.447754
	Iteration 8Q: 3 clusters Score -433552.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -433594.875000 Penalty: 3959.447754
	Iteration 9Q: 3 clusters Score -433594.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -433642.968750 Penalty: 3959.447754
	Iteration 10Q: 3 clusters Score -433643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -433711.937500 Penalty: 3959.447754
	Iteration 11Q: 3 clusters Score -433711.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -433819.343750 Penalty: 3959.447754
	Iteration 12Q: 3 clusters Score -433819.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -433926.781250 Penalty: 3959.447754
	Iteration 13Q: 3 clusters Score -433926.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -434047.437500 Penalty: 3959.447754
	Iteration 14Q: 3 clusters Score -434047.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -434163.531250 Penalty: 3959.447754
	Iteration 15Q: 3 clusters Score -434163.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -434233.000000 Penalty: 3959.447754
	Iteration 16Q: 3 clusters Score -434233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -434288.843750 Penalty: 3959.447754
	Iteration 17Q: 3 clusters Score -434288.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -434325.625000 Penalty: 3959.447754
	Iteration 18Q: 3 clusters Score -434325.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -434355.937500 Penalty: 3959.447754
	Iteration 19Q: 3 clusters Score -434355.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -434383.187500 Penalty: 3959.447754
	Iteration 20F: 3 clusters Score -434383.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -434397.093750 Penalty: 3959.447754
	Iteration 21Q: 3 clusters Score -434397.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -434403.562500 Penalty: 3959.447754
	Iteration 22Q: 3 clusters Score -434403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -434407.562500 Penalty: 3959.447754
	Iteration 23Q: 3 clusters Score -434407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -434409.281250 Penalty: 3959.447754
	Iteration 24Q: 3 clusters Score -434409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -434411.656250 Penalty: 3959.447754
	Iteration 25Q: 3 clusters Score -434411.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -434415.437500 Penalty: 3959.447754
	Iteration 26Q: 3 clusters Score -434415.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -434419.125000 Penalty: 3959.447754
	Iteration 27Q: 3 clusters Score -434419.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -434423.968750 Penalty: 3959.447754
	Iteration 28Q: 3 clusters Score -434424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -434427.875000 Penalty: 3959.447754
	Iteration 29Q: 3 clusters Score -434427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -434428.156250 Penalty: 3959.447754
	Iteration 30Q: 3 clusters Score -434428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -434428.937500 Penalty: 3959.447754
	Iteration 31Q: 3 clusters Score -434428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -434430.218750 Penalty: 3959.447754
	Iteration 32Q: 3 clusters Score -434430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -434430.218750 Penalty: 3959.447754
	Iteration 33F: 3 clusters Score -434430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (82625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82625 members 
Entering Unmasked Estep 
Score: -13055559.000000 Penalty: 2807.872559
	Iteration 0F: 2 clusters Score -1.305556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -13000396.000000 Penalty: 5615.745117
	Iteration 0F: 3 clusters Score -1.30004e+07 nChanged 39095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -13022981.000000 Penalty: 5615.745117
	Iteration 1F: 3 clusters Score -1.302298e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -13023987.000000 Penalty: 5615.745117
	Iteration 2Q: 3 clusters Score -1.302399e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -13025476.000000 Penalty: 5615.745117
	Iteration 3Q: 3 clusters Score -1.302548e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -13027451.000000 Penalty: 5615.745117
	Iteration 4F: 3 clusters Score -1.302745e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -13030221.000000 Penalty: 5615.745117
	Iteration 5F: 3 clusters Score -1.303022e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -13034067.000000 Penalty: 5615.745117
	Iteration 6F: 3 clusters Score -1.303407e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -13038667.000000 Penalty: 5615.745117
	Iteration 7F: 3 clusters Score -1.303867e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62235 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -13043193.000000 Penalty: 5615.745117
	Iteration 8F: 3 clusters Score -1.304319e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -13046503.000000 Penalty: 5615.745117
	Iteration 9Q: 3 clusters Score -1.30465e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -13048278.000000 Penalty: 5615.745117
	Iteration 10Q: 3 clusters Score -1.304828e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -13049307.000000 Penalty: 5615.745117
	Iteration 11Q: 3 clusters Score -1.304931e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69893 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -13049918.000000 Penalty: 5615.745117
	Iteration 12Q: 3 clusters Score -1.304992e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -13050421.000000 Penalty: 5615.745117
	Iteration 13Q: 3 clusters Score -1.305042e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -13050846.000000 Penalty: 5615.745117
	Iteration 14Q: 3 clusters Score -1.305085e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -13051107.000000 Penalty: 5615.745117
	Iteration 15Q: 3 clusters Score -1.305111e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73713 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -13051470.000000 Penalty: 5615.745117
	Iteration 16Q: 3 clusters Score -1.305147e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74498 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -13051798.000000 Penalty: 5615.745117
	Iteration 17Q: 3 clusters Score -1.30518e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -13052078.000000 Penalty: 5615.745117
	Iteration 18Q: 3 clusters Score -1.305208e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -13052242.000000 Penalty: 5615.745117
	Iteration 19Q: 3 clusters Score -1.305224e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -13052374.000000 Penalty: 5615.745117
	Iteration 20F: 3 clusters Score -1.305237e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76794 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -13052478.000000 Penalty: 5615.745117
	Iteration 21Q: 3 clusters Score -1.305248e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77224 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -13052613.000000 Penalty: 5615.745117
	Iteration 22Q: 3 clusters Score -1.305261e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -13052686.000000 Penalty: 5615.745117
	Iteration 23Q: 3 clusters Score -1.305269e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -13052767.000000 Penalty: 5615.745117
	Iteration 24Q: 3 clusters Score -1.305277e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -13052875.000000 Penalty: 5615.745117
	Iteration 25Q: 3 clusters Score -1.305288e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -13052968.000000 Penalty: 5615.745117
	Iteration 26Q: 3 clusters Score -1.305297e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78685 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -13053027.000000 Penalty: 5615.745117
	Iteration 27Q: 3 clusters Score -1.305303e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -13053083.000000 Penalty: 5615.745117
	Iteration 28Q: 3 clusters Score -1.305308e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -13053085.000000 Penalty: 5615.745117
	Iteration 29Q: 3 clusters Score -1.305308e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -13053138.000000 Penalty: 5615.745117
	Iteration 30Q: 3 clusters Score -1.305314e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -13053203.000000 Penalty: 5615.745117
	Iteration 31Q: 3 clusters Score -1.30532e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -13053292.000000 Penalty: 5615.745117
	Iteration 32Q: 3 clusters Score -1.305329e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79733 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -13053293.000000 Penalty: 5615.745117
	Iteration 33Q: 3 clusters Score -1.305329e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -13053323.000000 Penalty: 5615.745117
	Iteration 34Q: 3 clusters Score -1.305332e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -13053344.000000 Penalty: 5615.745117
	Iteration 35Q: 3 clusters Score -1.305334e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -13053350.000000 Penalty: 5615.745117
	Iteration 36Q: 3 clusters Score -1.305335e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80121 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13053359.000000 Penalty: 5615.745117
	Iteration 37Q: 3 clusters Score -1.305336e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80200 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -13053352.000000 Penalty: 5615.745117
	Iteration 38Q: 3 clusters Score -1.305335e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -13053369.000000 Penalty: 5615.745117
	Iteration 39Q: 3 clusters Score -1.305337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -13053370.000000 Penalty: 5615.745117
	Iteration 40F: 3 clusters Score -1.305337e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -13053354.000000 Penalty: 5615.745117
	Iteration 41Q: 3 clusters Score -1.305335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13053373.000000 Penalty: 5615.745117
	Iteration 42Q: 3 clusters Score -1.305337e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -13053376.000000 Penalty: 5615.745117
	Iteration 43Q: 3 clusters Score -1.305338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -13053388.000000 Penalty: 5615.745117
	Iteration 44Q: 3 clusters Score -1.305339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -13053397.000000 Penalty: 5615.745117
	Iteration 45Q: 3 clusters Score -1.30534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -13053405.000000 Penalty: 5615.745117
	Iteration 46Q: 3 clusters Score -1.30534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -13053421.000000 Penalty: 5615.745117
	Iteration 47Q: 3 clusters Score -1.305342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -13053423.000000 Penalty: 5615.745117
	Iteration 48Q: 3 clusters Score -1.305342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13053427.000000 Penalty: 5615.745117
	Iteration 49Q: 3 clusters Score -1.305343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -13053434.000000 Penalty: 5615.745117
	Iteration 50Q: 3 clusters Score -1.305343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13053442.000000 Penalty: 5615.745117
	Iteration 51Q: 3 clusters Score -1.305344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -13053442.000000 Penalty: 5615.745117
	Iteration 52Q: 3 clusters Score -1.305344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80634 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -13053436.000000 Penalty: 5615.745117
	Iteration 53Q: 3 clusters Score -1.305344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80645 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -13053445.000000 Penalty: 5615.745117
	Iteration 54Q: 3 clusters Score -1.305344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -13053451.000000 Penalty: 5615.745117
	Iteration 55Q: 3 clusters Score -1.305345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -13053441.000000 Penalty: 5615.745117
	Iteration 56Q: 3 clusters Score -1.305344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80675 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -13053440.000000 Penalty: 5615.745117
	Iteration 57Q: 3 clusters Score -1.305344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -13053470.000000 Penalty: 5615.745117
	Iteration 58Q: 3 clusters Score -1.305347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80693 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -13053470.000000 Penalty: 5615.745117
	Iteration 59Q: 3 clusters Score -1.305347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -13053475.000000 Penalty: 5615.745117
	Iteration 60F: 3 clusters Score -1.305348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13053477.000000 Penalty: 5615.745117
	Iteration 61Q: 3 clusters Score -1.305348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -13053477.000000 Penalty: 5615.745117
	Iteration 62Q: 3 clusters Score -1.305348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -13053469.000000 Penalty: 5615.745117
	Iteration 63Q: 3 clusters Score -1.305347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13053472.000000 Penalty: 5615.745117
	Iteration 64Q: 3 clusters Score -1.305347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -13053464.000000 Penalty: 5615.745117
	Iteration 65Q: 3 clusters Score -1.305346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -13053472.000000 Penalty: 5615.745117
	Iteration 66Q: 3 clusters Score -1.305347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80756 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -13053478.000000 Penalty: 5615.745117
	Iteration 67Q: 3 clusters Score -1.305348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -13053484.000000 Penalty: 5615.745117
	Iteration 68Q: 3 clusters Score -1.305348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -13053481.000000 Penalty: 5615.745117
	Iteration 69Q: 3 clusters Score -1.305348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13053481.000000 Penalty: 5615.745117
	Iteration 70Q: 3 clusters Score -1.305348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -13053481.000000 Penalty: 5615.745117
	Iteration 71Q: 3 clusters Score -1.305348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -13053480.000000 Penalty: 5615.745117
	Iteration 72Q: 3 clusters Score -1.305348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13053486.000000 Penalty: 5615.745117
	Iteration 73Q: 3 clusters Score -1.305349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -13053486.000000 Penalty: 5615.745117
	Iteration 74F: 3 clusters Score -1.305349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -76347.429688 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -76347.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74775.554688 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -74775.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74963.617188 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -74963.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75040.062500 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -75040.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75071.882812 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -75071.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75102.125000 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -75102.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75119.070312 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -75119.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75124.679688 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -75124.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75128.140625 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -75128.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75136.257812 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -75136.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75141.453125 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -75141.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75147.601562 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -75147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75153.179688 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -75153.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75153.882812 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -75153.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75153.882812 Penalty: 3151.767578
	Iteration 13F: 3 clusters Score -75153.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Entering Unmasked Estep 
Score: -2423314.250000 Penalty: 2391.696777
	Iteration 0F: 2 clusters Score -2423314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2412200.000000 Penalty: 4783.393555
	Iteration 0F: 3 clusters Score -2412200 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2415868.750000 Penalty: 4783.393555
	Iteration 1F: 3 clusters Score -2415869 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2416238.000000 Penalty: 4783.393555
	Iteration 2F: 3 clusters Score -2416238 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2416546.500000 Penalty: 4783.393555
	Iteration 3Q: 3 clusters Score -2416546 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2416866.500000 Penalty: 4783.393555
	Iteration 4Q: 3 clusters Score -2416866 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2417226.250000 Penalty: 4783.393555
	Iteration 5Q: 3 clusters Score -2417226 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2417686.000000 Penalty: 4783.393555
	Iteration 6F: 3 clusters Score -2417686 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2418237.500000 Penalty: 4783.393555
	Iteration 7F: 3 clusters Score -2418238 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2418930.750000 Penalty: 4783.393555
	Iteration 8F: 3 clusters Score -2418931 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2419618.000000 Penalty: 4783.393555
	Iteration 9F: 3 clusters Score -2419618 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2420251.500000 Penalty: 4783.393555
	Iteration 10Q: 3 clusters Score -2420252 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2420783.750000 Penalty: 4783.393555
	Iteration 11Q: 3 clusters Score -2420784 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2421118.750000 Penalty: 4783.393555
	Iteration 12Q: 3 clusters Score -2421119 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2421313.500000 Penalty: 4783.393555
	Iteration 13Q: 3 clusters Score -2421314 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2421438.750000 Penalty: 4783.393555
	Iteration 14Q: 3 clusters Score -2421439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2421508.500000 Penalty: 4783.393555
	Iteration 15Q: 3 clusters Score -2421508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2421561.500000 Penalty: 4783.393555
	Iteration 16Q: 3 clusters Score -2421562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2421594.750000 Penalty: 4783.393555
	Iteration 17Q: 3 clusters Score -2421595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2421603.750000 Penalty: 4783.393555
	Iteration 18Q: 3 clusters Score -2421604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2421619.250000 Penalty: 4783.393555
	Iteration 19Q: 3 clusters Score -2421619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2421648.500000 Penalty: 4783.393555
	Iteration 20F: 3 clusters Score -2421648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2421667.250000 Penalty: 4783.393555
	Iteration 21Q: 3 clusters Score -2421667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2421677.000000 Penalty: 4783.393555
	Iteration 22Q: 3 clusters Score -2421677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2421686.000000 Penalty: 4783.393555
	Iteration 23Q: 3 clusters Score -2421686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2421693.250000 Penalty: 4783.393555
	Iteration 24Q: 3 clusters Score -2421693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2421704.250000 Penalty: 4783.393555
	Iteration 25Q: 3 clusters Score -2421704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2421706.000000 Penalty: 4783.393555
	Iteration 26Q: 3 clusters Score -2421706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2421712.000000 Penalty: 4783.393555
	Iteration 27Q: 3 clusters Score -2421712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2421711.750000 Penalty: 4783.393555
	Iteration 28Q: 3 clusters Score -2421712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2421711.500000 Penalty: 4783.393555
	Iteration 29Q: 3 clusters Score -2421712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2421713.750000 Penalty: 4783.393555
	Iteration 30Q: 3 clusters Score -2421714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2421715.000000 Penalty: 4783.393555
	Iteration 31Q: 3 clusters Score -2421715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2421714.500000 Penalty: 4783.393555
	Iteration 32Q: 3 clusters Score -2421714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2421715.000000 Penalty: 4783.393555
	Iteration 33Q: 3 clusters Score -2421715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2421715.000000 Penalty: 4783.393555
	Iteration 34F: 3 clusters Score -2421715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -430334.812500 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -430334.8 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 1450 members 
Entering Unmasked Estep 
Score: -427186.906250 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -427186.9 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -427864.750000 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -427864.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -428090.218750 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -428090.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -428256.000000 Penalty: 3954.172119
	Iteration 3F: 3 clusters Score -428256 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -428407.812500 Penalty: 3954.172119
	Iteration 4F: 3 clusters Score -428407.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -428515.062500 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -428515.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -428605.500000 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -428605.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -428678.125000 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -428678.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -428742.968750 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -428743 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -428819.906250 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -428819.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -428879.906250 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -428879.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -428916.125000 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -428916.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -428936.750000 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -428936.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -428948.062500 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -428948.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -428964.031250 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -428964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -428985.531250 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -428985.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -429003.406250 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -429003.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -429020.750000 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -429020.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -429033.125000 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -429033.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -429049.937500 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -429049.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -429060.875000 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -429060.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -429081.875000 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -429081.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -429100.875000 Penalty: 3954.172119
	Iteration 22Q: 3 clusters Score -429100.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -429124.281250 Penalty: 3954.172119
	Iteration 23Q: 3 clusters Score -429124.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -429159.750000 Penalty: 3954.172119
	Iteration 24Q: 3 clusters Score -429159.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -429202.343750 Penalty: 3954.172119
	Iteration 25Q: 3 clusters Score -429202.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -429242.187500 Penalty: 3954.172119
	Iteration 26Q: 3 clusters Score -429242.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -429281.875000 Penalty: 3954.172119
	Iteration 27Q: 3 clusters Score -429281.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -429320.625000 Penalty: 3954.172119
	Iteration 28Q: 3 clusters Score -429320.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -429374.593750 Penalty: 3954.172119
	Iteration 29Q: 3 clusters Score -429374.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -429427.156250 Penalty: 3954.172119
	Iteration 30Q: 3 clusters Score -429427.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -429470.437500 Penalty: 3954.172119
	Iteration 31Q: 3 clusters Score -429470.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -429514.812500 Penalty: 3954.172119
	Iteration 32Q: 3 clusters Score -429514.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -429546.843750 Penalty: 3954.172119
	Iteration 33Q: 3 clusters Score -429546.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -429570.843750 Penalty: 3954.172119
	Iteration 34Q: 3 clusters Score -429570.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -429583.968750 Penalty: 3954.172119
	Iteration 35Q: 3 clusters Score -429584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -429592.656250 Penalty: 3954.172119
	Iteration 36Q: 3 clusters Score -429592.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -429600.000000 Penalty: 3954.172119
	Iteration 37Q: 3 clusters Score -429600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -429613.343750 Penalty: 3954.172119
	Iteration 38Q: 3 clusters Score -429613.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -429622.093750 Penalty: 3954.172119
	Iteration 39Q: 3 clusters Score -429622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -429632.000000 Penalty: 3954.172119
	Iteration 40F: 3 clusters Score -429632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -429643.656250 Penalty: 3954.172119
	Iteration 41Q: 3 clusters Score -429643.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -429656.000000 Penalty: 3954.172119
	Iteration 42Q: 3 clusters Score -429656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -429663.750000 Penalty: 3954.172119
	Iteration 43Q: 3 clusters Score -429663.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -429675.531250 Penalty: 3954.172119
	Iteration 44Q: 3 clusters Score -429675.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -429682.000000 Penalty: 3954.172119
	Iteration 45Q: 3 clusters Score -429682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -429685.937500 Penalty: 3954.172119
	Iteration 46Q: 3 clusters Score -429685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -429687.437500 Penalty: 3954.172119
	Iteration 47Q: 3 clusters Score -429687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -429688.750000 Penalty: 3954.172119
	Iteration 48Q: 3 clusters Score -429688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -429688.906250 Penalty: 3954.172119
	Iteration 49Q: 3 clusters Score -429688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -429690.406250 Penalty: 3954.172119
	Iteration 50Q: 3 clusters Score -429690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -429691.843750 Penalty: 3954.172119
	Iteration 51Q: 3 clusters Score -429691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -429691.843750 Penalty: 3954.172119
	Iteration 52F: 3 clusters Score -429691.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Entering Unmasked Estep 
Score: -4495284.500000 Penalty: 2549.143066
	Iteration 0F: 2 clusters Score -4495284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4475288.500000 Penalty: 5098.286133
	Iteration 0F: 3 clusters Score -4475288 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -4482170.000000 Penalty: 5098.286133
	Iteration 1F: 3 clusters Score -4482170 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4482503.500000 Penalty: 5098.286133
	Iteration 2Q: 3 clusters Score -4482504 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4482816.000000 Penalty: 5098.286133
	Iteration 3Q: 3 clusters Score -4482816 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4483114.000000 Penalty: 5098.286133
	Iteration 4Q: 3 clusters Score -4483114 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4483352.500000 Penalty: 5098.286133
	Iteration 5Q: 3 clusters Score -4483352 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4483546.500000 Penalty: 5098.286133
	Iteration 6Q: 3 clusters Score -4483546 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -4483720.500000 Penalty: 5098.286133
	Iteration 7Q: 3 clusters Score -4483720 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -4483855.000000 Penalty: 5098.286133
	Iteration 8Q: 3 clusters Score -4483855 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4483982.000000 Penalty: 5098.286133
	Iteration 9Q: 3 clusters Score -4483982 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4484107.500000 Penalty: 5098.286133
	Iteration 10Q: 3 clusters Score -4484108 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4484263.000000 Penalty: 5098.286133
	Iteration 11Q: 3 clusters Score -4484263 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4484443.500000 Penalty: 5098.286133
	Iteration 12Q: 3 clusters Score -4484444 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4484673.500000 Penalty: 5098.286133
	Iteration 13Q: 3 clusters Score -4484674 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4484959.500000 Penalty: 5098.286133
	Iteration 14Q: 3 clusters Score -4484960 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4485433.000000 Penalty: 5098.286133
	Iteration 15Q: 3 clusters Score -4485433 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4486055.500000 Penalty: 5098.286133
	Iteration 16Q: 3 clusters Score -4486056 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4486943.000000 Penalty: 5098.286133
	Iteration 17F: 3 clusters Score -4486943 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -4488182.000000 Penalty: 5098.286133
	Iteration 18F: 3 clusters Score -4488182 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4489576.000000 Penalty: 5098.286133
	Iteration 19F: 3 clusters Score -4489576 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -4490938.000000 Penalty: 5098.286133
	Iteration 20F: 3 clusters Score -4490938 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4491920.000000 Penalty: 5098.286133
	Iteration 21Q: 3 clusters Score -4491920 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4492517.500000 Penalty: 5098.286133
	Iteration 22Q: 3 clusters Score -4492518 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4492768.000000 Penalty: 5098.286133
	Iteration 23Q: 3 clusters Score -4492768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4492886.000000 Penalty: 5098.286133
	Iteration 24Q: 3 clusters Score -4492886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -4492958.000000 Penalty: 5098.286133
	Iteration 25Q: 3 clusters Score -4492958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -4492997.000000 Penalty: 5098.286133
	Iteration 26Q: 3 clusters Score -4492997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4493019.500000 Penalty: 5098.286133
	Iteration 27Q: 3 clusters Score -4493020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -4493039.000000 Penalty: 5098.286133
	Iteration 28Q: 3 clusters Score -4493039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4493054.500000 Penalty: 5098.286133
	Iteration 29Q: 3 clusters Score -4493054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4493060.500000 Penalty: 5098.286133
	Iteration 30Q: 3 clusters Score -4493060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4493059.500000 Penalty: 5098.286133
	Iteration 31Q: 3 clusters Score -4493060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4493063.500000 Penalty: 5098.286133
	Iteration 32Q: 3 clusters Score -4493064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -4493065.000000 Penalty: 5098.286133
	Iteration 33Q: 3 clusters Score -4493065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4493068.500000 Penalty: 5098.286133
	Iteration 34Q: 3 clusters Score -4493068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4493068.500000 Penalty: 5098.286133
	Iteration 35F: 3 clusters Score -4493068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Entering Unmasked Estep 
Score: -4577788.500000 Penalty: 2547.673340
	Iteration 0F: 2 clusters Score -4577788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4557889.500000 Penalty: 5095.346680
	Iteration 0F: 3 clusters Score -4557890 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4565128.500000 Penalty: 5095.346680
	Iteration 1F: 3 clusters Score -4565128 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4565588.500000 Penalty: 5095.346680
	Iteration 2Q: 3 clusters Score -4565588 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4565913.000000 Penalty: 5095.346680
	Iteration 3Q: 3 clusters Score -4565913 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -4566201.000000 Penalty: 5095.346680
	Iteration 4Q: 3 clusters Score -4566201 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4566446.500000 Penalty: 5095.346680
	Iteration 5Q: 3 clusters Score -4566446 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4566704.500000 Penalty: 5095.346680
	Iteration 6Q: 3 clusters Score -4566704 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -4567007.500000 Penalty: 5095.346680
	Iteration 7Q: 3 clusters Score -4567008 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -4567384.000000 Penalty: 5095.346680
	Iteration 8Q: 3 clusters Score -4567384 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -4567814.000000 Penalty: 5095.346680
	Iteration 9Q: 3 clusters Score -4567814 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4568370.000000 Penalty: 5095.346680
	Iteration 10Q: 3 clusters Score -4568370 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4569040.000000 Penalty: 5095.346680
	Iteration 11Q: 3 clusters Score -4569040 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -4569838.000000 Penalty: 5095.346680
	Iteration 12Q: 3 clusters Score -4569838 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4570775.500000 Penalty: 5095.346680
	Iteration 13Q: 3 clusters Score -4570776 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -4571824.500000 Penalty: 5095.346680
	Iteration 14F: 3 clusters Score -4571824 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4572903.000000 Penalty: 5095.346680
	Iteration 15Q: 3 clusters Score -4572903 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4573868.000000 Penalty: 5095.346680
	Iteration 16Q: 3 clusters Score -4573868 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4574521.500000 Penalty: 5095.346680
	Iteration 17Q: 3 clusters Score -4574522 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4574912.000000 Penalty: 5095.346680
	Iteration 18Q: 3 clusters Score -4574912 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4575151.500000 Penalty: 5095.346680
	Iteration 19Q: 3 clusters Score -4575152 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4575298.000000 Penalty: 5095.346680
	Iteration 20F: 3 clusters Score -4575298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4575376.500000 Penalty: 5095.346680
	Iteration 21Q: 3 clusters Score -4575376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4575449.000000 Penalty: 5095.346680
	Iteration 22Q: 3 clusters Score -4575449 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4575489.000000 Penalty: 5095.346680
	Iteration 23Q: 3 clusters Score -4575489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4575527.500000 Penalty: 5095.346680
	Iteration 24Q: 3 clusters Score -4575528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4575546.000000 Penalty: 5095.346680
	Iteration 25Q: 3 clusters Score -4575546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4575560.000000 Penalty: 5095.346680
	Iteration 26Q: 3 clusters Score -4575560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4575572.500000 Penalty: 5095.346680
	Iteration 27Q: 3 clusters Score -4575572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4575582.500000 Penalty: 5095.346680
	Iteration 28Q: 3 clusters Score -4575582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4575590.000000 Penalty: 5095.346680
	Iteration 29Q: 3 clusters Score -4575590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4575599.000000 Penalty: 5095.346680
	Iteration 30Q: 3 clusters Score -4575599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4575606.000000 Penalty: 5095.346680
	Iteration 31Q: 3 clusters Score -4575606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4575604.500000 Penalty: 5095.346680
	Iteration 32Q: 3 clusters Score -4575604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4575604.500000 Penalty: 5095.346680
	Iteration 33Q: 3 clusters Score -4575604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4575608.000000 Penalty: 5095.346680
	Iteration 34Q: 3 clusters Score -4575608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4575609.000000 Penalty: 5095.346680
	Iteration 35Q: 3 clusters Score -4575609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4575609.000000 Penalty: 5095.346680
	Iteration 36Q: 3 clusters Score -4575609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4575611.000000 Penalty: 5095.346680
	Iteration 37Q: 3 clusters Score -4575611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4575615.500000 Penalty: 5095.346680
	Iteration 38Q: 3 clusters Score -4575616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4575618.500000 Penalty: 5095.346680
	Iteration 39Q: 3 clusters Score -4575618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4575620.000000 Penalty: 5095.346680
	Iteration 40F: 3 clusters Score -4575620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4575620.500000 Penalty: 5095.346680
	Iteration 41Q: 3 clusters Score -4575620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4575620.500000 Penalty: 5095.346680
	Iteration 42F: 3 clusters Score -4575620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -27203.378906 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -27203.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26127.107422 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -26127.11 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26765.207031 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -26765.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27033.710938 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -27033.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27189.783203 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -27189.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27246.332031 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -27246.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27301.865234 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -27301.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27526.107422 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -27526.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27574.138672 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -27574.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27577.578125 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -27577.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27577.578125 Penalty: 2930.409180
	Iteration 9F: 3 clusters Score -27577.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 7531 members 
Mstep: Class 34 contains 1054 members 
Mstep: Class 35 contains 244 members 
Mstep: Class 36 contains 267 members 
Mstep: Class 37 contains 208 members 
Entering Unmasked Estep 
Score: -86714320.000000 Penalty: 121528.132812
Splitting cluster 32 changes total score from -86712896.000000 to -86714320.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 511 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 270 members 
Mstep: Class 9 contains 141111 members 
Mstep: Class 10 contains 8924 members 
Mstep: Class 11 contains 25418 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 10492 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 746 members 
Mstep: Class 16 contains 34781 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6217 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1594 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 82625 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 15428 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 29109 members 
Mstep: Class 31 contains 28937 members 
Mstep: Class 32 contains 160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715224.000000 Penalty: 121528.132812
Iteration 79Q: 38 clusters Score -8.671522e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2121 members 
Mstep: Class 3 contains 14293 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 140547 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 25399 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 10522 members 
Mstep: Class 14 contains 12458 members 
Mstep: Class 15 contains 748 members 
Mstep: Class 16 contains 34762 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 6222 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2253 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1596 members 
Mstep: Class 24 contains 108969 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 83409 members 
Mstep: Class 27 contains 572 members 
Mstep: Class 28 contains 15457 members 
Mstep: Class 29 contains 2903 members 
Mstep: Class 30 contains 29064 members 
Mstep: Class 31 contains 28779 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 7105 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 245 members 
Mstep: Class 36 contains 266 members 
Mstep: Class 37 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716664.000000 Penalty: 121528.132812
Iteration 80F: 38 clusters Score -8.671666e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 14227 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 529 members 
Mstep: Class 9 contains 139935 members 
Mstep: Class 10 contains 8866 members 
Mstep: Class 11 contains 25362 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 10473 members 
Mstep: Class 14 contains 12443 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 34721 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 6226 members 
Mstep: Class 19 contains 7655 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2254 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1596 members 
Mstep: Class 24 contains 108812 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 84198 members 
Mstep: Class 27 contains 570 members 
Mstep: Class 28 contains 15436 members 
Mstep: Class 29 contains 2900 members 
Mstep: Class 30 contains 29024 members 
Mstep: Class 31 contains 28653 members 
Mstep: Class 32 contains 176 members 
Mstep: Class 33 contains 7336 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 256 members 
Mstep: Class 36 contains 270 members 
Mstep: Class 37 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718144.000000 Penalty: 121528.132812
Iteration 81Q: 38 clusters Score -8.671814e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 14190 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 618 members 
Mstep: Class 9 contains 139332 members 
Mstep: Class 10 contains 8862 members 
Mstep: Class 11 contains 25323 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 10438 members 
Mstep: Class 14 contains 12428 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34706 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 6237 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108767 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 84909 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 28978 members 
Mstep: Class 31 contains 28549 members 
Mstep: Class 32 contains 173 members 
Mstep: Class 33 contains 7452 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 257 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718456.000000 Penalty: 121528.132812
Iteration 82Q: 38 clusters Score -8.671846e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 14159 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 138781 members 
Mstep: Class 10 contains 8867 members 
Mstep: Class 11 contains 25252 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 10421 members 
Mstep: Class 14 contains 12420 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34679 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 6244 members 
Mstep: Class 19 contains 7652 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2271 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108669 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 85644 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2900 members 
Mstep: Class 30 contains 28911 members 
Mstep: Class 31 contains 28523 members 
Mstep: Class 32 contains 172 members 
Mstep: Class 33 contains 7507 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 259 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718728.000000 Penalty: 121528.132812
Iteration 83Q: 38 clusters Score -8.671873e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2265 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 6867 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 708 members 
Mstep: Class 9 contains 138248 members 
Mstep: Class 10 contains 8868 members 
Mstep: Class 11 contains 25161 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 10420 members 
Mstep: Class 14 contains 12413 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34655 members 
Mstep: Class 17 contains 1752 members 
Mstep: Class 18 contains 6247 members 
Mstep: Class 19 contains 7659 members 
Mstep: Class 20 contains 619 members 
Mstep: Class 21 contains 2283 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108602 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 86356 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 15368 members 
Mstep: Class 29 contains 2901 members 
Mstep: Class 30 contains 28851 members 
Mstep: Class 31 contains 28533 members 
Mstep: Class 32 contains 171 members 
Mstep: Class 33 contains 7510 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719224.000000 Penalty: 121528.132812
Iteration 84Q: 38 clusters Score -8.671922e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 513 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 137713 members 
Mstep: Class 10 contains 8873 members 
Mstep: Class 11 contains 25069 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 10413 members 
Mstep: Class 14 contains 12409 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34617 members 
Mstep: Class 17 contains 1753 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2298 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108565 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 87083 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15352 members 
Mstep: Class 29 contains 2904 members 
Mstep: Class 30 contains 28806 members 
Mstep: Class 31 contains 28529 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 7501 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719424.000000 Penalty: 121528.132812
Iteration 85Q: 38 clusters Score -8.671942e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2306 members 
Mstep: Class 3 contains 14133 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 730 members 
Mstep: Class 9 contains 137107 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 11 contains 24999 members 
Mstep: Class 12 contains 1841 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 12404 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34589 members 
Mstep: Class 17 contains 1754 members 
Mstep: Class 18 contains 6242 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108558 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 87800 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15332 members 
Mstep: Class 29 contains 2902 members 
Mstep: Class 30 contains 28786 members 
Mstep: Class 31 contains 28521 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 7500 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719576.000000 Penalty: 121528.132812
Iteration 86Q: 38 clusters Score -8.671958e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 6860 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 136458 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 24949 members 
Mstep: Class 12 contains 1848 members 
Mstep: Class 13 contains 10394 members 
Mstep: Class 14 contains 12400 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34574 members 
Mstep: Class 17 contains 1751 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 7683 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2305 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108556 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 88530 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15329 members 
Mstep: Class 29 contains 2899 members 
Mstep: Class 30 contains 28757 members 
Mstep: Class 31 contains 28521 members 
Mstep: Class 32 contains 168 members 
Mstep: Class 33 contains 7512 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719528.000000 Penalty: 121528.132812
Iteration 87Q: 38 clusters Score -8.671953e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 135868 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 24905 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 12398 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34556 members 
Mstep: Class 17 contains 1749 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108547 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 89250 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15318 members 
Mstep: Class 29 contains 2901 members 
Mstep: Class 30 contains 28724 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 167 members 
Mstep: Class 33 contains 7512 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719768.000000 Penalty: 121528.132812
Iteration 88Q: 38 clusters Score -8.671977e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 14106 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 135273 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 11 contains 24877 members 
Mstep: Class 12 contains 1860 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 12393 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 7690 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108573 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 89918 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15296 members 
Mstep: Class 29 contains 2905 members 
Mstep: Class 30 contains 28699 members 
Mstep: Class 31 contains 28482 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7514 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 260 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719672.000000 Penalty: 121528.132812
Iteration 89Q: 38 clusters Score -8.671967e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 14103 members 
Mstep: Class 4 contains 6853 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 9 contains 134654 members 
Mstep: Class 10 contains 8877 members 
Mstep: Class 11 contains 24842 members 
Mstep: Class 12 contains 1866 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1739 members 
Mstep: Class 18 contains 6233 members 
Mstep: Class 19 contains 7691 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2318 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108569 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 90613 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15278 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 28685 members 
Mstep: Class 31 contains 28473 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7516 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719776.000000 Penalty: 121528.132812
Iteration 90Q: 38 clusters Score -8.671978e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 3 contains 14099 members 
Mstep: Class 4 contains 6853 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 749 members 
Mstep: Class 9 contains 134059 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 24813 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 10385 members 
Mstep: Class 14 contains 12382 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1737 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 7690 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2320 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108568 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 91267 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15264 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 28666 members 
Mstep: Class 31 contains 28463 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7511 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719864.000000 Penalty: 121528.132812
Iteration 91Q: 38 clusters Score -8.671986e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 14096 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 133476 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 24785 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 10381 members 
Mstep: Class 14 contains 12379 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 7691 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108626 members 
Mstep: Class 25 contains 2919 members 
Mstep: Class 26 contains 91869 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15252 members 
Mstep: Class 29 contains 2908 members 
Mstep: Class 30 contains 28651 members 
Mstep: Class 31 contains 28441 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7509 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719976.000000 Penalty: 121528.132812
Iteration 92Q: 38 clusters Score -8.671998e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2381 members 
Mstep: Class 3 contains 14094 members 
Mstep: Class 4 contains 6852 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 132893 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 24751 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 10380 members 
Mstep: Class 14 contains 12369 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 6234 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108695 members 
Mstep: Class 25 contains 2920 members 
Mstep: Class 26 contains 92459 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15261 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 28628 members 
Mstep: Class 31 contains 28424 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7500 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719888.000000 Penalty: 121528.132812
Iteration 93Q: 38 clusters Score -8.671989e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 14089 members 
Mstep: Class 4 contains 6848 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 132378 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 24718 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 10384 members 
Mstep: Class 14 contains 12364 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34504 members 
Mstep: Class 17 contains 1735 members 
Mstep: Class 18 contains 6233 members 
Mstep: Class 19 contains 7695 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108827 members 
Mstep: Class 25 contains 2919 members 
Mstep: Class 26 contains 92961 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15263 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 28590 members 
Mstep: Class 31 contains 28401 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7492 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720072.000000 Penalty: 121528.132812
Iteration 94Q: 38 clusters Score -8.672007e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 14085 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 131977 members 
Mstep: Class 10 contains 8878 members 
Mstep: Class 11 contains 24663 members 
Mstep: Class 12 contains 1889 members 
Mstep: Class 13 contains 10384 members 
Mstep: Class 14 contains 12365 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34506 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 6233 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2332 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108861 members 
Mstep: Class 25 contains 2917 members 
Mstep: Class 26 contains 93437 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15264 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 28560 members 
Mstep: Class 31 contains 28379 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7484 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720040.000000 Penalty: 121528.132812
Iteration 95Q: 38 clusters Score -8.672004e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 14083 members 
Mstep: Class 4 contains 6848 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 751 members 
Mstep: Class 9 contains 131582 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 24632 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 10391 members 
Mstep: Class 14 contains 12364 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34509 members 
Mstep: Class 17 contains 1733 members 
Mstep: Class 18 contains 6235 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108804 members 
Mstep: Class 25 contains 2916 members 
Mstep: Class 26 contains 93935 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15270 members 
Mstep: Class 29 contains 2907 members 
Mstep: Class 30 contains 28520 members 
Mstep: Class 31 contains 28379 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720176.000000 Penalty: 121528.132812
Iteration 96Q: 38 clusters Score -8.672018e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 14077 members 
Mstep: Class 4 contains 6852 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 131221 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 24623 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 10386 members 
Mstep: Class 14 contains 12362 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34503 members 
Mstep: Class 17 contains 1731 members 
Mstep: Class 18 contains 6235 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108683 members 
Mstep: Class 25 contains 2915 members 
Mstep: Class 26 contains 94467 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15279 members 
Mstep: Class 29 contains 2906 members 
Mstep: Class 30 contains 28486 members 
Mstep: Class 31 contains 28376 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720296.000000 Penalty: 121528.132812
Iteration 97Q: 38 clusters Score -8.67203e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 14072 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 130925 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 24604 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 10381 members 
Mstep: Class 14 contains 12356 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34500 members 
Mstep: Class 17 contains 1729 members 
Mstep: Class 18 contains 6230 members 
Mstep: Class 19 contains 7700 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108525 members 
Mstep: Class 25 contains 2915 members 
Mstep: Class 26 contains 95002 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15284 members 
Mstep: Class 29 contains 2904 members 
Mstep: Class 30 contains 28442 members 
Mstep: Class 31 contains 28365 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7481 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720488.000000 Penalty: 121528.132812
Iteration 98Q: 38 clusters Score -8.672049e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 14066 members 
Mstep: Class 4 contains 6853 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 9 contains 130576 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 24582 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 10377 members 
Mstep: Class 14 contains 12350 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34509 members 
Mstep: Class 17 contains 1728 members 
Mstep: Class 18 contains 6221 members 
Mstep: Class 19 contains 7708 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2346 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108359 members 
Mstep: Class 25 contains 2915 members 
Mstep: Class 26 contains 95590 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15289 members 
Mstep: Class 29 contains 2902 members 
Mstep: Class 30 contains 28405 members 
Mstep: Class 31 contains 28360 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720560.000000 Penalty: 121528.132812
Iteration 99Q: 38 clusters Score -8.672056e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 14061 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 130277 members 
Mstep: Class 10 contains 8880 members 
Mstep: Class 11 contains 24564 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 10373 members 
Mstep: Class 14 contains 12345 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34520 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 6219 members 
Mstep: Class 19 contains 7713 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2345 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108126 members 
Mstep: Class 25 contains 2914 members 
Mstep: Class 26 contains 96203 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15278 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28359 members 
Mstep: Class 31 contains 28359 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720712.000000 Penalty: 121528.132812
Iteration 100F: 38 clusters Score -8.672071e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 14059 members 
Mstep: Class 4 contains 6862 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 129968 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 24556 members 
Mstep: Class 12 contains 1902 members 
Mstep: Class 13 contains 10375 members 
Mstep: Class 14 contains 12338 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34515 members 
Mstep: Class 17 contains 1722 members 
Mstep: Class 18 contains 6219 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107939 members 
Mstep: Class 25 contains 2914 members 
Mstep: Class 26 contains 96764 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15271 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28318 members 
Mstep: Class 31 contains 28369 members 
Mstep: Class 32 contains 175 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721384.000000 Penalty: 121528.132812
Iteration 101Q: 38 clusters Score -8.672138e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2385 members 
Mstep: Class 3 contains 14057 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 129651 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 24526 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 10376 members 
Mstep: Class 14 contains 12335 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34517 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7717 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2345 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107731 members 
Mstep: Class 25 contains 2913 members 
Mstep: Class 26 contains 97360 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15274 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28283 members 
Mstep: Class 31 contains 28363 members 
Mstep: Class 32 contains 181 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721616.000000 Penalty: 121528.132812
Iteration 102Q: 38 clusters Score -8.672162e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 129331 members 
Mstep: Class 10 contains 8880 members 
Mstep: Class 11 contains 24511 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 10380 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34520 members 
Mstep: Class 17 contains 1718 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7719 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2352 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107593 members 
Mstep: Class 25 contains 2913 members 
Mstep: Class 26 contains 97896 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15273 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28225 members 
Mstep: Class 31 contains 28363 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722008.000000 Penalty: 121528.132812
Iteration 103Q: 38 clusters Score -8.672201e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2379 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 129060 members 
Mstep: Class 10 contains 8880 members 
Mstep: Class 11 contains 24517 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 10378 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 1717 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7722 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107495 members 
Mstep: Class 25 contains 2917 members 
Mstep: Class 26 contains 98309 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15276 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28170 members 
Mstep: Class 31 contains 28375 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722264.000000 Penalty: 121528.132812
Iteration 104Q: 38 clusters Score -8.672226e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 14042 members 
Mstep: Class 4 contains 6863 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 128784 members 
Mstep: Class 10 contains 8881 members 
Mstep: Class 11 contains 24526 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 10374 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34531 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7727 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107472 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 98603 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15280 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28143 members 
Mstep: Class 31 contains 28381 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722448.000000 Penalty: 121528.132812
Iteration 105Q: 38 clusters Score -8.672245e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 14037 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 128513 members 
Mstep: Class 10 contains 8882 members 
Mstep: Class 11 contains 24535 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 10372 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34532 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107513 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 98847 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15286 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28118 members 
Mstep: Class 31 contains 28384 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722424.000000 Penalty: 121528.132812
Iteration 106Q: 38 clusters Score -8.672242e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2377 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 757 members 
Mstep: Class 9 contains 128224 members 
Mstep: Class 10 contains 8884 members 
Mstep: Class 11 contains 24553 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 10368 members 
Mstep: Class 14 contains 12311 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34546 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2357 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107605 members 
Mstep: Class 25 contains 2922 members 
Mstep: Class 26 contains 99004 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15296 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28393 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722672.000000 Penalty: 121528.132812
Iteration 107Q: 38 clusters Score -8.672267e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 6862 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 128015 members 
Mstep: Class 10 contains 8884 members 
Mstep: Class 11 contains 24547 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 10365 members 
Mstep: Class 14 contains 12314 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34553 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 6201 members 
Mstep: Class 19 contains 7742 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2359 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107733 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 99073 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15302 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28093 members 
Mstep: Class 31 contains 28418 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722872.000000 Penalty: 121528.132812
Iteration 108Q: 38 clusters Score -8.672287e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 14026 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 127819 members 
Mstep: Class 10 contains 8884 members 
Mstep: Class 11 contains 24532 members 
Mstep: Class 12 contains 1909 members 
Mstep: Class 13 contains 10365 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 7742 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2363 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 107915 members 
Mstep: Class 25 contains 2925 members 
Mstep: Class 26 contains 99100 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15303 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28085 members 
Mstep: Class 31 contains 28428 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722824.000000 Penalty: 121528.132812
Iteration 109Q: 38 clusters Score -8.672282e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 14026 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 127638 members 
Mstep: Class 10 contains 8884 members 
Mstep: Class 11 contains 24515 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 10362 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6201 members 
Mstep: Class 19 contains 7743 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108084 members 
Mstep: Class 25 contains 2923 members 
Mstep: Class 26 contains 99099 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15310 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28081 members 
Mstep: Class 31 contains 28443 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7464 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723024.000000 Penalty: 121528.132812
Iteration 110Q: 38 clusters Score -8.672302e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14027 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 127494 members 
Mstep: Class 10 contains 8884 members 
Mstep: Class 11 contains 24518 members 
Mstep: Class 12 contains 1911 members 
Mstep: Class 13 contains 10358 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34554 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7744 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2367 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108259 members 
Mstep: Class 25 contains 2924 members 
Mstep: Class 26 contains 99027 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15317 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28083 members 
Mstep: Class 31 contains 28449 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722984.000000 Penalty: 121528.132812
Iteration 111Q: 38 clusters Score -8.672298e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 14025 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 127332 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24523 members 
Mstep: Class 12 contains 1913 members 
Mstep: Class 13 contains 10355 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34552 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2367 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108457 members 
Mstep: Class 25 contains 2925 members 
Mstep: Class 26 contains 98964 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15327 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28086 members 
Mstep: Class 31 contains 28452 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723032.000000 Penalty: 121528.132812
Iteration 112Q: 38 clusters Score -8.672303e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14023 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 127168 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24541 members 
Mstep: Class 12 contains 1916 members 
Mstep: Class 13 contains 10346 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7751 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108689 members 
Mstep: Class 25 contains 2926 members 
Mstep: Class 26 contains 98866 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15333 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28090 members 
Mstep: Class 31 contains 28456 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722920.000000 Penalty: 121528.132812
Iteration 113Q: 38 clusters Score -8.672292e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 127018 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24548 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 10341 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34545 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7754 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2372 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 108916 members 
Mstep: Class 25 contains 2928 members 
Mstep: Class 26 contains 98774 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15344 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28096 members 
Mstep: Class 31 contains 28445 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7464 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722792.000000 Penalty: 121528.132812
Iteration 114Q: 38 clusters Score -8.672279e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126872 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24554 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109102 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98698 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15357 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28103 members 
Mstep: Class 31 contains 28455 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7464 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722768.000000 Penalty: 121528.132812
Iteration 115Q: 38 clusters Score -8.672277e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126730 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24551 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12322 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7754 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109294 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98643 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15358 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28105 members 
Mstep: Class 31 contains 28466 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7465 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722640.000000 Penalty: 121528.132812
Iteration 116Q: 38 clusters Score -8.672264e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126614 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24548 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12322 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109473 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98565 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15359 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28108 members 
Mstep: Class 31 contains 28479 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7461 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722592.000000 Penalty: 121528.132812
Iteration 117Q: 38 clusters Score -8.672259e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126526 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24541 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 12322 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109635 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98494 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15350 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28108 members 
Mstep: Class 31 contains 28488 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722488.000000 Penalty: 121528.132812
Iteration 118Q: 38 clusters Score -8.672249e+07 nChanged 356
Entering ConstructFrom: 
Score: -86722488.000000 Penalty: 121528.132812
Entering ConstructFrom: 
Trying to split cluster 1 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -109603.703125 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -109603.7 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 468 members 
Entering Unmasked Estep 
Score: -107846.132812 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -107846.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108227.781250 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -108227.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -108580.023438 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -108580 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -108947.289062 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -108947.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109237.023438 Penalty: 3357.742432
	Iteration 4F: 3 clusters Score -109237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109419.804688 Penalty: 3357.742432
	Iteration 5F: 3 clusters Score -109419.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -109573.492188 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -109573.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109653.851562 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -109653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -109694.203125 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -109694.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -109718.046875 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -109718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -109736.328125 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -109736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -109741.125000 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -109741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -109741.828125 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -109741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -109743.335938 Penalty: 3357.742432
	Iteration 13F: 3 clusters Score -109743.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109748.039062 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -109748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -109755.515625 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -109755.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109756.125000 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -109756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109756.125000 Penalty: 3357.742432
	Iteration 17F: 3 clusters Score -109756.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126476 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24537 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109744 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15350 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28111 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Mstep: Class 38 contains 597 members 
Entering Unmasked Estep 
Score: -86721000.000000 Penalty: 124812.671875
Splitting cluster 1 changes total score from -86722488.000000 to -86721000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -357259.187500 Penalty: 1929.307861
	Iteration 0F: 2 clusters Score -357259.2 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 1210 members 
Entering Unmasked Estep 
Score: -354455.468750 Penalty: 3858.615723
	Iteration 0F: 3 clusters Score -354455.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -355022.468750 Penalty: 3858.615723
	Iteration 1F: 3 clusters Score -355022.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -355177.937500 Penalty: 3858.615723
	Iteration 2F: 3 clusters Score -355177.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -355270.468750 Penalty: 3858.615723
	Iteration 3Q: 3 clusters Score -355270.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -355351.531250 Penalty: 3858.615723
	Iteration 4Q: 3 clusters Score -355351.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -355409.906250 Penalty: 3858.615723
	Iteration 5Q: 3 clusters Score -355409.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -355454.843750 Penalty: 3858.615723
	Iteration 6Q: 3 clusters Score -355454.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -355494.093750 Penalty: 3858.615723
	Iteration 7Q: 3 clusters Score -355494.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -355513.500000 Penalty: 3858.615723
	Iteration 8Q: 3 clusters Score -355513.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -355532.250000 Penalty: 3858.615723
	Iteration 9Q: 3 clusters Score -355532.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -355552.968750 Penalty: 3858.615723
	Iteration 10Q: 3 clusters Score -355553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -355573.593750 Penalty: 3858.615723
	Iteration 11Q: 3 clusters Score -355573.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -355591.593750 Penalty: 3858.615723
	Iteration 12Q: 3 clusters Score -355591.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -355603.593750 Penalty: 3858.615723
	Iteration 13Q: 3 clusters Score -355603.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -355614.781250 Penalty: 3858.615723
	Iteration 14Q: 3 clusters Score -355614.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -355623.937500 Penalty: 3858.615723
	Iteration 15Q: 3 clusters Score -355623.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -355632.875000 Penalty: 3858.615723
	Iteration 16Q: 3 clusters Score -355632.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -355643.968750 Penalty: 3858.615723
	Iteration 17Q: 3 clusters Score -355644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -355663.125000 Penalty: 3858.615723
	Iteration 18Q: 3 clusters Score -355663.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -355681.687500 Penalty: 3858.615723
	Iteration 19Q: 3 clusters Score -355681.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -355700.906250 Penalty: 3858.615723
	Iteration 20F: 3 clusters Score -355700.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -355716.093750 Penalty: 3858.615723
	Iteration 21Q: 3 clusters Score -355716.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -355735.406250 Penalty: 3858.615723
	Iteration 22Q: 3 clusters Score -355735.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -355754.906250 Penalty: 3858.615723
	Iteration 23Q: 3 clusters Score -355754.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -355780.125000 Penalty: 3858.615723
	Iteration 24Q: 3 clusters Score -355780.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -355814.156250 Penalty: 3858.615723
	Iteration 25Q: 3 clusters Score -355814.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -355847.562500 Penalty: 3858.615723
	Iteration 26Q: 3 clusters Score -355847.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -355885.375000 Penalty: 3858.615723
	Iteration 27Q: 3 clusters Score -355885.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -355925.656250 Penalty: 3858.615723
	Iteration 28Q: 3 clusters Score -355925.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -355944.812500 Penalty: 3858.615723
	Iteration 29Q: 3 clusters Score -355944.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -355964.218750 Penalty: 3858.615723
	Iteration 30Q: 3 clusters Score -355964.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -355987.156250 Penalty: 3858.615723
	Iteration 31Q: 3 clusters Score -355987.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -356014.031250 Penalty: 3858.615723
	Iteration 32Q: 3 clusters Score -356014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -356030.562500 Penalty: 3858.615723
	Iteration 33Q: 3 clusters Score -356030.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -356043.718750 Penalty: 3858.615723
	Iteration 34Q: 3 clusters Score -356043.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -356054.843750 Penalty: 3858.615723
	Iteration 35Q: 3 clusters Score -356054.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -356065.562500 Penalty: 3858.615723
	Iteration 36Q: 3 clusters Score -356065.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -356075.812500 Penalty: 3858.615723
	Iteration 37Q: 3 clusters Score -356075.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -356085.968750 Penalty: 3858.615723
	Iteration 38Q: 3 clusters Score -356086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -356100.312500 Penalty: 3858.615723
	Iteration 39Q: 3 clusters Score -356100.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -356118.406250 Penalty: 3858.615723
	Iteration 40F: 3 clusters Score -356118.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -356133.781250 Penalty: 3858.615723
	Iteration 41Q: 3 clusters Score -356133.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -356147.093750 Penalty: 3858.615723
	Iteration 42Q: 3 clusters Score -356147.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -356166.843750 Penalty: 3858.615723
	Iteration 43Q: 3 clusters Score -356166.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -356195.906250 Penalty: 3858.615723
	Iteration 44Q: 3 clusters Score -356195.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -356218.500000 Penalty: 3858.615723
	Iteration 45Q: 3 clusters Score -356218.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -356237.562500 Penalty: 3858.615723
	Iteration 46Q: 3 clusters Score -356237.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -356249.562500 Penalty: 3858.615723
	Iteration 47Q: 3 clusters Score -356249.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -356257.812500 Penalty: 3858.615723
	Iteration 48Q: 3 clusters Score -356257.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -356264.343750 Penalty: 3858.615723
	Iteration 49Q: 3 clusters Score -356264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -356270.281250 Penalty: 3858.615723
	Iteration 50Q: 3 clusters Score -356270.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -356278.750000 Penalty: 3858.615723
	Iteration 51Q: 3 clusters Score -356278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -356286.312500 Penalty: 3858.615723
	Iteration 52Q: 3 clusters Score -356286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -356288.937500 Penalty: 3858.615723
	Iteration 53Q: 3 clusters Score -356288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -356291.375000 Penalty: 3858.615723
	Iteration 54Q: 3 clusters Score -356291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -356292.281250 Penalty: 3858.615723
	Iteration 55Q: 3 clusters Score -356292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -356292.687500 Penalty: 3858.615723
	Iteration 56Q: 3 clusters Score -356292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -356295.031250 Penalty: 3858.615723
	Iteration 57Q: 3 clusters Score -356295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -356296.625000 Penalty: 3858.615723
	Iteration 58Q: 3 clusters Score -356296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -356298.687500 Penalty: 3858.615723
	Iteration 59Q: 3 clusters Score -356298.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -356298.468750 Penalty: 3858.615723
	Iteration 60F: 3 clusters Score -356298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Entering Unmasked Estep 
Score: -2201467.750000 Penalty: 2367.875000
	Iteration 0F: 2 clusters Score -2201468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2191242.500000 Penalty: 4735.750000
	Iteration 0F: 3 clusters Score -2191242 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2194431.500000 Penalty: 4735.750000
	Iteration 1F: 3 clusters Score -2194432 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2194760.750000 Penalty: 4735.750000
	Iteration 2F: 3 clusters Score -2194761 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2195048.500000 Penalty: 4735.750000
	Iteration 3Q: 3 clusters Score -2195048 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2195363.500000 Penalty: 4735.750000
	Iteration 4Q: 3 clusters Score -2195364 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2195677.500000 Penalty: 4735.750000
	Iteration 5Q: 3 clusters Score -2195678 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2195970.000000 Penalty: 4735.750000
	Iteration 6Q: 3 clusters Score -2195970 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2196217.250000 Penalty: 4735.750000
	Iteration 7Q: 3 clusters Score -2196217 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2196468.000000 Penalty: 4735.750000
	Iteration 8Q: 3 clusters Score -2196468 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2196699.000000 Penalty: 4735.750000
	Iteration 9Q: 3 clusters Score -2196699 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2196921.750000 Penalty: 4735.750000
	Iteration 10Q: 3 clusters Score -2196922 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2197098.000000 Penalty: 4735.750000
	Iteration 11Q: 3 clusters Score -2197098 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2197257.250000 Penalty: 4735.750000
	Iteration 12Q: 3 clusters Score -2197257 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2197418.750000 Penalty: 4735.750000
	Iteration 13Q: 3 clusters Score -2197419 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2197597.750000 Penalty: 4735.750000
	Iteration 14Q: 3 clusters Score -2197598 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2197766.000000 Penalty: 4735.750000
	Iteration 15Q: 3 clusters Score -2197766 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2197940.500000 Penalty: 4735.750000
	Iteration 16Q: 3 clusters Score -2197940 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2198105.500000 Penalty: 4735.750000
	Iteration 17Q: 3 clusters Score -2198106 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2198252.250000 Penalty: 4735.750000
	Iteration 18Q: 3 clusters Score -2198252 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2198401.500000 Penalty: 4735.750000
	Iteration 19Q: 3 clusters Score -2198402 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2198544.000000 Penalty: 4735.750000
	Iteration 20F: 3 clusters Score -2198544 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2198678.250000 Penalty: 4735.750000
	Iteration 21Q: 3 clusters Score -2198678 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2198783.500000 Penalty: 4735.750000
	Iteration 22Q: 3 clusters Score -2198784 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2198887.750000 Penalty: 4735.750000
	Iteration 23Q: 3 clusters Score -2198888 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2198974.500000 Penalty: 4735.750000
	Iteration 24Q: 3 clusters Score -2198974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2199059.500000 Penalty: 4735.750000
	Iteration 25Q: 3 clusters Score -2199060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2199133.000000 Penalty: 4735.750000
	Iteration 26Q: 3 clusters Score -2199133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2199177.250000 Penalty: 4735.750000
	Iteration 27Q: 3 clusters Score -2199177 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2199210.250000 Penalty: 4735.750000
	Iteration 28Q: 3 clusters Score -2199210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2199242.500000 Penalty: 4735.750000
	Iteration 29Q: 3 clusters Score -2199242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2199260.000000 Penalty: 4735.750000
	Iteration 30Q: 3 clusters Score -2199260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2199276.250000 Penalty: 4735.750000
	Iteration 31Q: 3 clusters Score -2199276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2199299.000000 Penalty: 4735.750000
	Iteration 32Q: 3 clusters Score -2199299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2199311.250000 Penalty: 4735.750000
	Iteration 33Q: 3 clusters Score -2199311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2199325.750000 Penalty: 4735.750000
	Iteration 34Q: 3 clusters Score -2199326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2199336.250000 Penalty: 4735.750000
	Iteration 35Q: 3 clusters Score -2199336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2199355.000000 Penalty: 4735.750000
	Iteration 36Q: 3 clusters Score -2199355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2199369.000000 Penalty: 4735.750000
	Iteration 37Q: 3 clusters Score -2199369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2199374.000000 Penalty: 4735.750000
	Iteration 38Q: 3 clusters Score -2199374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2199387.250000 Penalty: 4735.750000
	Iteration 39Q: 3 clusters Score -2199387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2199398.000000 Penalty: 4735.750000
	Iteration 40F: 3 clusters Score -2199398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2199404.000000 Penalty: 4735.750000
	Iteration 41Q: 3 clusters Score -2199404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2199412.000000 Penalty: 4735.750000
	Iteration 42Q: 3 clusters Score -2199412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2199418.250000 Penalty: 4735.750000
	Iteration 43Q: 3 clusters Score -2199418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2199425.250000 Penalty: 4735.750000
	Iteration 44Q: 3 clusters Score -2199425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2199431.750000 Penalty: 4735.750000
	Iteration 45Q: 3 clusters Score -2199432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2199436.250000 Penalty: 4735.750000
	Iteration 46Q: 3 clusters Score -2199436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2199447.000000 Penalty: 4735.750000
	Iteration 47Q: 3 clusters Score -2199447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2199455.750000 Penalty: 4735.750000
	Iteration 48Q: 3 clusters Score -2199456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2199465.500000 Penalty: 4735.750000
	Iteration 49Q: 3 clusters Score -2199466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2199471.000000 Penalty: 4735.750000
	Iteration 50Q: 3 clusters Score -2199471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2199477.250000 Penalty: 4735.750000
	Iteration 51Q: 3 clusters Score -2199477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2199483.250000 Penalty: 4735.750000
	Iteration 52Q: 3 clusters Score -2199483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2199485.750000 Penalty: 4735.750000
	Iteration 53Q: 3 clusters Score -2199486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2199490.000000 Penalty: 4735.750000
	Iteration 54Q: 3 clusters Score -2199490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2199492.250000 Penalty: 4735.750000
	Iteration 55Q: 3 clusters Score -2199492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2199493.250000 Penalty: 4735.750000
	Iteration 56Q: 3 clusters Score -2199493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2199497.750000 Penalty: 4735.750000
	Iteration 57Q: 3 clusters Score -2199498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2199501.000000 Penalty: 4735.750000
	Iteration 58Q: 3 clusters Score -2199501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2199501.250000 Penalty: 4735.750000
	Iteration 59Q: 3 clusters Score -2199501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2199507.500000 Penalty: 4735.750000
	Iteration 60F: 3 clusters Score -2199508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2199509.750000 Penalty: 4735.750000
	Iteration 61Q: 3 clusters Score -2199510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2199513.000000 Penalty: 4735.750000
	Iteration 62Q: 3 clusters Score -2199513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2199514.250000 Penalty: 4735.750000
	Iteration 63Q: 3 clusters Score -2199514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2199516.250000 Penalty: 4735.750000
	Iteration 64Q: 3 clusters Score -2199516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2199516.250000 Penalty: 4735.750000
	Iteration 65F: 3 clusters Score -2199516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -1028551.750000 Penalty: 2191.240479
	Iteration 0F: 2 clusters Score -1028552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1022865.375000 Penalty: 4382.480957
	Iteration 0F: 3 clusters Score -1022865 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1024419.812500 Penalty: 4382.480957
	Iteration 1F: 3 clusters Score -1024420 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1024742.062500 Penalty: 4382.480957
	Iteration 2F: 3 clusters Score -1024742 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1025101.937500 Penalty: 4382.480957
	Iteration 3F: 3 clusters Score -1025102 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1025452.062500 Penalty: 4382.480957
	Iteration 4F: 3 clusters Score -1025452 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1025706.812500 Penalty: 4382.480957
	Iteration 5F: 3 clusters Score -1025707 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1025935.500000 Penalty: 4382.480957
	Iteration 6Q: 3 clusters Score -1025936 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1026160.562500 Penalty: 4382.480957
	Iteration 7Q: 3 clusters Score -1026161 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1026394.187500 Penalty: 4382.480957
	Iteration 8Q: 3 clusters Score -1026394 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1026609.500000 Penalty: 4382.480957
	Iteration 9Q: 3 clusters Score -1026610 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1026844.875000 Penalty: 4382.480957
	Iteration 10Q: 3 clusters Score -1026845 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1027187.000000 Penalty: 4382.480957
	Iteration 11Q: 3 clusters Score -1027187 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1027517.875000 Penalty: 4382.480957
	Iteration 12Q: 3 clusters Score -1027518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1027816.437500 Penalty: 4382.480957
	Iteration 13Q: 3 clusters Score -1027816 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1028048.062500 Penalty: 4382.480957
	Iteration 14Q: 3 clusters Score -1028048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1028205.437500 Penalty: 4382.480957
	Iteration 15Q: 3 clusters Score -1028205 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1028327.375000 Penalty: 4382.480957
	Iteration 16Q: 3 clusters Score -1028327 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1028405.312500 Penalty: 4382.480957
	Iteration 17Q: 3 clusters Score -1028405 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1028454.750000 Penalty: 4382.480957
	Iteration 18Q: 3 clusters Score -1028455 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1028491.875000 Penalty: 4382.480957
	Iteration 19Q: 3 clusters Score -1028492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1028526.812500 Penalty: 4382.480957
	Iteration 20F: 3 clusters Score -1028527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1028556.687500 Penalty: 4382.480957
	Iteration 21Q: 3 clusters Score -1028557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1028570.812500 Penalty: 4382.480957
	Iteration 22Q: 3 clusters Score -1028571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1028576.125000 Penalty: 4382.480957
	Iteration 23Q: 3 clusters Score -1028576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1028579.375000 Penalty: 4382.480957
	Iteration 24Q: 3 clusters Score -1028579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1028584.250000 Penalty: 4382.480957
	Iteration 25Q: 3 clusters Score -1028584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1028591.437500 Penalty: 4382.480957
	Iteration 26Q: 3 clusters Score -1028591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1028593.750000 Penalty: 4382.480957
	Iteration 27Q: 3 clusters Score -1028594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1028598.937500 Penalty: 4382.480957
	Iteration 28Q: 3 clusters Score -1028599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1028603.687500 Penalty: 4382.480957
	Iteration 29Q: 3 clusters Score -1028604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1028609.750000 Penalty: 4382.480957
	Iteration 30Q: 3 clusters Score -1028610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1028611.500000 Penalty: 4382.480957
	Iteration 31Q: 3 clusters Score -1028612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1028613.875000 Penalty: 4382.480957
	Iteration 32Q: 3 clusters Score -1028614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1028614.187500 Penalty: 4382.480957
	Iteration 33Q: 3 clusters Score -1028614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1028614.187500 Penalty: 4382.480957
	Iteration 34F: 3 clusters Score -1028614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 5789 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126476 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24537 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109744 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15350 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28111 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Mstep: Class 38 contains 1086 members 
Entering Unmasked Estep 
Score: -86721488.000000 Penalty: 124812.671875
Splitting cluster 4 changes total score from -86722488.000000 to -86721488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68389.679688 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68389.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66964.046875 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -66964.05 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67410.226562 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -67410.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67820.109375 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -67820.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68170.296875 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -68170.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68424.070312 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -68424.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68524.976562 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -68524.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68611.890625 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -68611.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68611.890625 Penalty: 3097.106689
	Iteration 7F: 3 clusters Score -68611.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126476 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24537 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109744 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15350 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28111 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Mstep: Class 38 contains 361 members 
Entering Unmasked Estep 
Score: -86721128.000000 Penalty: 124812.671875
Splitting cluster 5 changes total score from -86722488.000000 to -86721128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228925.000000 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228925 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -229408.062500 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229408.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229592.656250 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229592.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -229719.218750 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -229719.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -229813.390625 Penalty: 3664.303711
	Iteration 4Q: 3 clusters Score -229813.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -229913.687500 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -229913.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -230020.531250 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -230020.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -230134.062500 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -230134.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -230228.859375 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230228.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -230305.796875 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230305.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230366.562500 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230366.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230420.218750 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230420.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -230460.234375 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230460.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -230508.968750 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -230610.328125 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -230610.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230698.171875 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -230698.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -230795.562500 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -230795.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -230867.328125 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -230867.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -230900.062500 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -230900.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -230917.062500 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -230917.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -230928.046875 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -230928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -230936.281250 Penalty: 3664.303711
	Iteration 21Q: 3 clusters Score -230936.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -230943.859375 Penalty: 3664.303711
	Iteration 22Q: 3 clusters Score -230943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -230951.703125 Penalty: 3664.303711
	Iteration 23Q: 3 clusters Score -230951.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -230964.671875 Penalty: 3664.303711
	Iteration 24Q: 3 clusters Score -230964.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -230976.109375 Penalty: 3664.303711
	Iteration 25Q: 3 clusters Score -230976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -230981.890625 Penalty: 3664.303711
	Iteration 26Q: 3 clusters Score -230981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -230983.656250 Penalty: 3664.303711
	Iteration 27Q: 3 clusters Score -230983.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -230984.781250 Penalty: 3664.303711
	Iteration 28Q: 3 clusters Score -230984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -230985.109375 Penalty: 3664.303711
	Iteration 29Q: 3 clusters Score -230985.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -230985.109375 Penalty: 3664.303711
	Iteration 30F: 3 clusters Score -230985.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78285.789062 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78285.79 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78492.062500 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78492.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78621.070312 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78621.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78760.156250 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -78760.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78861.750000 Penalty: 3180.261963
	Iteration 4F: 3 clusters Score -78861.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78989.820312 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78989.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79078.734375 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -79078.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79113.640625 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -79113.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79136.156250 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -79136.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79164.906250 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -79164.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79197.773438 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -79197.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79217.039062 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -79217.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79223.828125 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -79223.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79223.828125 Penalty: 3180.261963
	Iteration 13F: 3 clusters Score -79223.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -114656.601562 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -114656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112927.664062 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -112927.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113213.320312 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -113213.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113361.257812 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -113361.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -113485.039062 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -113485 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -113574.000000 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -113574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -113641.945312 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -113641.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -113705.914062 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -113705.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -113740.460938 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -113740.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -113787.843750 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -113787.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -113873.671875 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -113873.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -113948.039062 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -113948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -114015.734375 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -114015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -114086.773438 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -114086.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -114155.156250 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -114155.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -114219.687500 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -114219.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -114265.085938 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -114265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -114317.484375 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -114317.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -114389.781250 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -114389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -114422.320312 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -114422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -114429.484375 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -114429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -114443.492188 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -114443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -114451.914062 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -114451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -114451.914062 Penalty: 3292.729736
	Iteration 22F: 3 clusters Score -114451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126476 members 
Entering Unmasked Estep 
Score: -19878942.000000 Penalty: 2913.456299
	Iteration 0F: 2 clusters Score -1.987894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -19798228.000000 Penalty: 5826.912598
	Iteration 0F: 3 clusters Score -1.979823e+07 nChanged 60396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -19833096.000000 Penalty: 5826.912598
	Iteration 1F: 3 clusters Score -1.98331e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -19834182.000000 Penalty: 5826.912598
	Iteration 2Q: 3 clusters Score -1.983418e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -19835670.000000 Penalty: 5826.912598
	Iteration 3Q: 3 clusters Score -1.983567e+07 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -19837860.000000 Penalty: 5826.912598
	Iteration 4Q: 3 clusters Score -1.983786e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82799 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -19841548.000000 Penalty: 5826.912598
	Iteration 5F: 3 clusters Score -1.984155e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -19847608.000000 Penalty: 5826.912598
	Iteration 6F: 3 clusters Score -1.984761e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101146 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -19856124.000000 Penalty: 5826.912598
	Iteration 7F: 3 clusters Score -1.985612e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -19864700.000000 Penalty: 5826.912598
	Iteration 8F: 3 clusters Score -1.98647e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -19870830.000000 Penalty: 5826.912598
	Iteration 9F: 3 clusters Score -1.987083e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122762 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -19873902.000000 Penalty: 5826.912598
	Iteration 10Q: 3 clusters Score -1.98739e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124732 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -19875204.000000 Penalty: 5826.912598
	Iteration 11Q: 3 clusters Score -1.98752e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125550 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -19875842.000000 Penalty: 5826.912598
	Iteration 12Q: 3 clusters Score -1.987584e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125882 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -19876108.000000 Penalty: 5826.912598
	Iteration 13Q: 3 clusters Score -1.987611e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126016 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19876254.000000 Penalty: 5826.912598
	Iteration 14Q: 3 clusters Score -1.987625e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126076 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -19876296.000000 Penalty: 5826.912598
	Iteration 15Q: 3 clusters Score -1.98763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126102 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -19876304.000000 Penalty: 5826.912598
	Iteration 16Q: 3 clusters Score -1.98763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19876336.000000 Penalty: 5826.912598
	Iteration 17Q: 3 clusters Score -1.987634e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126133 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19876348.000000 Penalty: 5826.912598
	Iteration 18Q: 3 clusters Score -1.987635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126141 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19876342.000000 Penalty: 5826.912598
	Iteration 19Q: 3 clusters Score -1.987634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126151 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19876374.000000 Penalty: 5826.912598
	Iteration 20F: 3 clusters Score -1.987637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -19876386.000000 Penalty: 5826.912598
	Iteration 21Q: 3 clusters Score -1.987639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126158 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -19876390.000000 Penalty: 5826.912598
	Iteration 22Q: 3 clusters Score -1.987639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126161 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19876390.000000 Penalty: 5826.912598
	Iteration 23Q: 3 clusters Score -1.987639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126165 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19876402.000000 Penalty: 5826.912598
	Iteration 24Q: 3 clusters Score -1.98764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126168 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19876406.000000 Penalty: 5826.912598
	Iteration 25Q: 3 clusters Score -1.987641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19876394.000000 Penalty: 5826.912598
	Iteration 26Q: 3 clusters Score -1.987639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126165 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -19876406.000000 Penalty: 5826.912598
	Iteration 27Q: 3 clusters Score -1.987641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -19876404.000000 Penalty: 5826.912598
	Iteration 28Q: 3 clusters Score -1.98764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126168 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -19876412.000000 Penalty: 5826.912598
	Iteration 29Q: 3 clusters Score -1.987641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126169 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19876416.000000 Penalty: 5826.912598
	Iteration 30Q: 3 clusters Score -1.987642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19876414.000000 Penalty: 5826.912598
	Iteration 31Q: 3 clusters Score -1.987641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126176 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19876404.000000 Penalty: 5826.912598
	Iteration 32Q: 3 clusters Score -1.98764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126182 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19876412.000000 Penalty: 5826.912598
	Iteration 33Q: 3 clusters Score -1.987641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -19876416.000000 Penalty: 5826.912598
	Iteration 34Q: 3 clusters Score -1.987642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19876426.000000 Penalty: 5826.912598
	Iteration 35Q: 3 clusters Score -1.987643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19876418.000000 Penalty: 5826.912598
	Iteration 36Q: 3 clusters Score -1.987642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126190 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19876432.000000 Penalty: 5826.912598
	Iteration 37Q: 3 clusters Score -1.987643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126190 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19876432.000000 Penalty: 5826.912598
	Iteration 38F: 3 clusters Score -1.987643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -1329013.625000 Penalty: 2254.845703
	Iteration 0F: 2 clusters Score -1329014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1322071.375000 Penalty: 4509.691406
	Iteration 0F: 3 clusters Score -1322071 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1323969.375000 Penalty: 4509.691406
	Iteration 1F: 3 clusters Score -1323969 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1324316.625000 Penalty: 4509.691406
	Iteration 2F: 3 clusters Score -1324317 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1324584.000000 Penalty: 4509.691406
	Iteration 3F: 3 clusters Score -1324584 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1324794.125000 Penalty: 4509.691406
	Iteration 4Q: 3 clusters Score -1324794 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1324967.625000 Penalty: 4509.691406
	Iteration 5Q: 3 clusters Score -1324968 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1325122.625000 Penalty: 4509.691406
	Iteration 6Q: 3 clusters Score -1325123 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1325269.750000 Penalty: 4509.691406
	Iteration 7Q: 3 clusters Score -1325270 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1325435.500000 Penalty: 4509.691406
	Iteration 8Q: 3 clusters Score -1325436 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1325627.375000 Penalty: 4509.691406
	Iteration 9Q: 3 clusters Score -1325627 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1325820.500000 Penalty: 4509.691406
	Iteration 10Q: 3 clusters Score -1325820 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1326026.000000 Penalty: 4509.691406
	Iteration 11Q: 3 clusters Score -1326026 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1326240.375000 Penalty: 4509.691406
	Iteration 12Q: 3 clusters Score -1326240 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1326436.250000 Penalty: 4509.691406
	Iteration 13Q: 3 clusters Score -1326436 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1326615.375000 Penalty: 4509.691406
	Iteration 14Q: 3 clusters Score -1326615 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1326790.500000 Penalty: 4509.691406
	Iteration 15Q: 3 clusters Score -1326790 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1326943.250000 Penalty: 4509.691406
	Iteration 16Q: 3 clusters Score -1326943 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1327056.375000 Penalty: 4509.691406
	Iteration 17Q: 3 clusters Score -1327056 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1327139.375000 Penalty: 4509.691406
	Iteration 18Q: 3 clusters Score -1327139 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1327217.750000 Penalty: 4509.691406
	Iteration 19Q: 3 clusters Score -1327218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1327284.750000 Penalty: 4509.691406
	Iteration 20F: 3 clusters Score -1327285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1327366.500000 Penalty: 4509.691406
	Iteration 21Q: 3 clusters Score -1327366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1327445.250000 Penalty: 4509.691406
	Iteration 22Q: 3 clusters Score -1327445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1327486.625000 Penalty: 4509.691406
	Iteration 23Q: 3 clusters Score -1327487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1327512.625000 Penalty: 4509.691406
	Iteration 24Q: 3 clusters Score -1327513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1327531.250000 Penalty: 4509.691406
	Iteration 25Q: 3 clusters Score -1327531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1327548.000000 Penalty: 4509.691406
	Iteration 26Q: 3 clusters Score -1327548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1327558.250000 Penalty: 4509.691406
	Iteration 27Q: 3 clusters Score -1327558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1327562.375000 Penalty: 4509.691406
	Iteration 28Q: 3 clusters Score -1327562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1327568.000000 Penalty: 4509.691406
	Iteration 29Q: 3 clusters Score -1327568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1327569.875000 Penalty: 4509.691406
	Iteration 30Q: 3 clusters Score -1327570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1327570.125000 Penalty: 4509.691406
	Iteration 31Q: 3 clusters Score -1327570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1327572.500000 Penalty: 4509.691406
	Iteration 32Q: 3 clusters Score -1327572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1327576.500000 Penalty: 4509.691406
	Iteration 33Q: 3 clusters Score -1327576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1327580.500000 Penalty: 4509.691406
	Iteration 34Q: 3 clusters Score -1327580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1327584.000000 Penalty: 4509.691406
	Iteration 35Q: 3 clusters Score -1327584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1327585.500000 Penalty: 4509.691406
	Iteration 36F: 3 clusters Score -1327586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1327584.375000 Penalty: 4509.691406
	Iteration 37Q: 3 clusters Score -1327584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1327585.625000 Penalty: 4509.691406
	Iteration 38Q: 3 clusters Score -1327586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1327591.375000 Penalty: 4509.691406
	Iteration 39Q: 3 clusters Score -1327591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1327590.250000 Penalty: 4509.691406
	Iteration 40F: 3 clusters Score -1327590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1327592.125000 Penalty: 4509.691406
	Iteration 41Q: 3 clusters Score -1327592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1327591.500000 Penalty: 4509.691406
	Iteration 42Q: 3 clusters Score -1327592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1327592.000000 Penalty: 4509.691406
	Iteration 43Q: 3 clusters Score -1327592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1327593.750000 Penalty: 4509.691406
	Iteration 44Q: 3 clusters Score -1327594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1327593.500000 Penalty: 4509.691406
	Iteration 45Q: 3 clusters Score -1327594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1327593.625000 Penalty: 4509.691406
	Iteration 46Q: 3 clusters Score -1327594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1327597.750000 Penalty: 4509.691406
	Iteration 47Q: 3 clusters Score -1327598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1327597.125000 Penalty: 4509.691406
	Iteration 48Q: 3 clusters Score -1327597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1327599.750000 Penalty: 4509.691406
	Iteration 49Q: 3 clusters Score -1327600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1327599.875000 Penalty: 4509.691406
	Iteration 50Q: 3 clusters Score -1327600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1327598.375000 Penalty: 4509.691406
	Iteration 51Q: 3 clusters Score -1327598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1327599.000000 Penalty: 4509.691406
	Iteration 52Q: 3 clusters Score -1327599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1327600.000000 Penalty: 4509.691406
	Iteration 53Q: 3 clusters Score -1327600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1327599.500000 Penalty: 4509.691406
	Iteration 54Q: 3 clusters Score -1327600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1327601.625000 Penalty: 4509.691406
	Iteration 55Q: 3 clusters Score -1327602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1327603.625000 Penalty: 4509.691406
	Iteration 56Q: 3 clusters Score -1327604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1327604.250000 Penalty: 4509.691406
	Iteration 57Q: 3 clusters Score -1327604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1327605.000000 Penalty: 4509.691406
	Iteration 58Q: 3 clusters Score -1327605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1327608.250000 Penalty: 4509.691406
	Iteration 59Q: 3 clusters Score -1327608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1327608.375000 Penalty: 4509.691406
	Iteration 60F: 3 clusters Score -1327608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1327612.375000 Penalty: 4509.691406
	Iteration 61Q: 3 clusters Score -1327612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1327614.625000 Penalty: 4509.691406
	Iteration 62Q: 3 clusters Score -1327615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1327613.125000 Penalty: 4509.691406
	Iteration 63Q: 3 clusters Score -1327613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1327615.500000 Penalty: 4509.691406
	Iteration 64Q: 3 clusters Score -1327616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1327615.000000 Penalty: 4509.691406
	Iteration 65Q: 3 clusters Score -1327615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1327617.000000 Penalty: 4509.691406
	Iteration 66Q: 3 clusters Score -1327617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1327617.000000 Penalty: 4509.691406
	Iteration 67F: 3 clusters Score -1327617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Entering Unmasked Estep 
Score: -3897202.750000 Penalty: 2506.768555
	Iteration 0F: 2 clusters Score -3897203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3880237.250000 Penalty: 5013.537109
	Iteration 0F: 3 clusters Score -3880237 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3886115.250000 Penalty: 5013.537109
	Iteration 1F: 3 clusters Score -3886115 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3886639.000000 Penalty: 5013.537109
	Iteration 2F: 3 clusters Score -3886639 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3887028.500000 Penalty: 5013.537109
	Iteration 3Q: 3 clusters Score -3887028 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -3887442.250000 Penalty: 5013.537109
	Iteration 4Q: 3 clusters Score -3887442 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3887799.500000 Penalty: 5013.537109
	Iteration 5Q: 3 clusters Score -3887800 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3888172.250000 Penalty: 5013.537109
	Iteration 6Q: 3 clusters Score -3888172 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3888606.250000 Penalty: 5013.537109
	Iteration 7Q: 3 clusters Score -3888606 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3889107.000000 Penalty: 5013.537109
	Iteration 8Q: 3 clusters Score -3889107 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3889724.750000 Penalty: 5013.537109
	Iteration 9Q: 3 clusters Score -3889725 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3890607.500000 Penalty: 5013.537109
	Iteration 10Q: 3 clusters Score -3890608 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3891640.500000 Penalty: 5013.537109
	Iteration 11F: 3 clusters Score -3891640 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3892686.500000 Penalty: 5013.537109
	Iteration 12F: 3 clusters Score -3892686 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3893493.750000 Penalty: 5013.537109
	Iteration 13Q: 3 clusters Score -3893494 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3894131.750000 Penalty: 5013.537109
	Iteration 14Q: 3 clusters Score -3894132 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3894656.000000 Penalty: 5013.537109
	Iteration 15Q: 3 clusters Score -3894656 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3895037.000000 Penalty: 5013.537109
	Iteration 16Q: 3 clusters Score -3895037 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3895253.000000 Penalty: 5013.537109
	Iteration 17Q: 3 clusters Score -3895253 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -3895381.250000 Penalty: 5013.537109
	Iteration 18Q: 3 clusters Score -3895381 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3895433.750000 Penalty: 5013.537109
	Iteration 19Q: 3 clusters Score -3895434 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3895447.500000 Penalty: 5013.537109
	Iteration 20F: 3 clusters Score -3895448 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3895471.750000 Penalty: 5013.537109
	Iteration 21Q: 3 clusters Score -3895472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3895470.750000 Penalty: 5013.537109
	Iteration 22Q: 3 clusters Score -3895471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3895481.500000 Penalty: 5013.537109
	Iteration 23Q: 3 clusters Score -3895482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3895484.250000 Penalty: 5013.537109
	Iteration 24Q: 3 clusters Score -3895484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3895491.500000 Penalty: 5013.537109
	Iteration 25Q: 3 clusters Score -3895492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3895495.000000 Penalty: 5013.537109
	Iteration 26Q: 3 clusters Score -3895495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3895499.750000 Penalty: 5013.537109
	Iteration 27Q: 3 clusters Score -3895500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3895495.500000 Penalty: 5013.537109
	Iteration 28Q: 3 clusters Score -3895496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3895499.250000 Penalty: 5013.537109
	Iteration 29Q: 3 clusters Score -3895499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3895508.500000 Penalty: 5013.537109
	Iteration 30Q: 3 clusters Score -3895508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3895502.750000 Penalty: 5013.537109
	Iteration 31Q: 3 clusters Score -3895503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3895501.250000 Penalty: 5013.537109
	Iteration 32Q: 3 clusters Score -3895501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3895496.000000 Penalty: 5013.537109
	Iteration 33Q: 3 clusters Score -3895496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3895503.250000 Penalty: 5013.537109
	Iteration 34Q: 3 clusters Score -3895503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3895499.500000 Penalty: 5013.537109
	Iteration 35Q: 3 clusters Score -3895500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3895497.500000 Penalty: 5013.537109
	Iteration 36Q: 3 clusters Score -3895498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3895501.000000 Penalty: 5013.537109
	Iteration 37Q: 3 clusters Score -3895501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3895502.500000 Penalty: 5013.537109
	Iteration 38Q: 3 clusters Score -3895502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3895501.750000 Penalty: 5013.537109
	Iteration 39Q: 3 clusters Score -3895502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3895499.500000 Penalty: 5013.537109
	Iteration 40F: 3 clusters Score -3895500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -277076.531250 Penalty: 1876.445068
	Iteration 0F: 2 clusters Score -277076.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -274536.406250 Penalty: 3752.890137
	Iteration 0F: 3 clusters Score -274536.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -275075.906250 Penalty: 3752.890137
	Iteration 1F: 3 clusters Score -275075.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -275297.406250 Penalty: 3752.890137
	Iteration 2F: 3 clusters Score -275297.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -275497.906250 Penalty: 3752.890137
	Iteration 3F: 3 clusters Score -275497.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -275731.312500 Penalty: 3752.890137
	Iteration 4F: 3 clusters Score -275731.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -275930.812500 Penalty: 3752.890137
	Iteration 5F: 3 clusters Score -275930.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -276070.031250 Penalty: 3752.890137
	Iteration 6Q: 3 clusters Score -276070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -276167.312500 Penalty: 3752.890137
	Iteration 7Q: 3 clusters Score -276167.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -276247.468750 Penalty: 3752.890137
	Iteration 8Q: 3 clusters Score -276247.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -276313.937500 Penalty: 3752.890137
	Iteration 9Q: 3 clusters Score -276313.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -276365.718750 Penalty: 3752.890137
	Iteration 10Q: 3 clusters Score -276365.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -276389.281250 Penalty: 3752.890137
	Iteration 11Q: 3 clusters Score -276389.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -276399.875000 Penalty: 3752.890137
	Iteration 12Q: 3 clusters Score -276399.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -276415.593750 Penalty: 3752.890137
	Iteration 13Q: 3 clusters Score -276415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -276420.625000 Penalty: 3752.890137
	Iteration 14Q: 3 clusters Score -276420.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -276433.906250 Penalty: 3752.890137
	Iteration 15Q: 3 clusters Score -276433.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -276439.218750 Penalty: 3752.890137
	Iteration 16Q: 3 clusters Score -276439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -276440.906250 Penalty: 3752.890137
	Iteration 17Q: 3 clusters Score -276440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -276441.343750 Penalty: 3752.890137
	Iteration 18Q: 3 clusters Score -276441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -276441.343750 Penalty: 3752.890137
	Iteration 19F: 3 clusters Score -276441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Entering Unmasked Estep 
Score: -1607210.000000 Penalty: 2292.432129
	Iteration 0F: 2 clusters Score -1607210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1599320.375000 Penalty: 4584.864258
	Iteration 0F: 3 clusters Score -1599320 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1601717.000000 Penalty: 4584.864258
	Iteration 1F: 3 clusters Score -1601717 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1602184.875000 Penalty: 4584.864258
	Iteration 2F: 3 clusters Score -1602185 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1602685.125000 Penalty: 4584.864258
	Iteration 3F: 3 clusters Score -1602685 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1603097.375000 Penalty: 4584.864258
	Iteration 4F: 3 clusters Score -1603097 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1603459.625000 Penalty: 4584.864258
	Iteration 5F: 3 clusters Score -1603460 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1603802.250000 Penalty: 4584.864258
	Iteration 6F: 3 clusters Score -1603802 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1604200.750000 Penalty: 4584.864258
	Iteration 7F: 3 clusters Score -1604201 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1604623.875000 Penalty: 4584.864258
	Iteration 8F: 3 clusters Score -1604624 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1605016.250000 Penalty: 4584.864258
	Iteration 9Q: 3 clusters Score -1605016 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1605314.750000 Penalty: 4584.864258
	Iteration 10Q: 3 clusters Score -1605315 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1605552.875000 Penalty: 4584.864258
	Iteration 11Q: 3 clusters Score -1605553 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1605709.250000 Penalty: 4584.864258
	Iteration 12Q: 3 clusters Score -1605709 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1605830.250000 Penalty: 4584.864258
	Iteration 13Q: 3 clusters Score -1605830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1605894.625000 Penalty: 4584.864258
	Iteration 14Q: 3 clusters Score -1605895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1605927.750000 Penalty: 4584.864258
	Iteration 15Q: 3 clusters Score -1605928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1605956.000000 Penalty: 4584.864258
	Iteration 16Q: 3 clusters Score -1605956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1605973.500000 Penalty: 4584.864258
	Iteration 17Q: 3 clusters Score -1605974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1605982.875000 Penalty: 4584.864258
	Iteration 18Q: 3 clusters Score -1605983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1605990.875000 Penalty: 4584.864258
	Iteration 19Q: 3 clusters Score -1605991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1605996.500000 Penalty: 4584.864258
	Iteration 20F: 3 clusters Score -1605996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1606005.875000 Penalty: 4584.864258
	Iteration 21Q: 3 clusters Score -1606006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1606013.750000 Penalty: 4584.864258
	Iteration 22Q: 3 clusters Score -1606014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1606016.500000 Penalty: 4584.864258
	Iteration 23Q: 3 clusters Score -1606016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1606021.750000 Penalty: 4584.864258
	Iteration 24Q: 3 clusters Score -1606022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1606029.000000 Penalty: 4584.864258
	Iteration 25Q: 3 clusters Score -1606029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1606028.375000 Penalty: 4584.864258
	Iteration 26Q: 3 clusters Score -1606028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1606036.875000 Penalty: 4584.864258
	Iteration 27Q: 3 clusters Score -1606037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1606035.250000 Penalty: 4584.864258
	Iteration 28Q: 3 clusters Score -1606035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1606035.250000 Penalty: 4584.864258
	Iteration 29Q: 3 clusters Score -1606035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1606037.125000 Penalty: 4584.864258
	Iteration 30Q: 3 clusters Score -1606037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1606040.000000 Penalty: 4584.864258
	Iteration 31Q: 3 clusters Score -1606040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1606041.000000 Penalty: 4584.864258
	Iteration 32Q: 3 clusters Score -1606041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1606044.250000 Penalty: 4584.864258
	Iteration 33Q: 3 clusters Score -1606044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1606043.625000 Penalty: 4584.864258
	Iteration 34Q: 3 clusters Score -1606044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1606048.000000 Penalty: 4584.864258
	Iteration 35Q: 3 clusters Score -1606048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1606056.000000 Penalty: 4584.864258
	Iteration 36Q: 3 clusters Score -1606056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1606059.250000 Penalty: 4584.864258
	Iteration 37Q: 3 clusters Score -1606059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1606061.625000 Penalty: 4584.864258
	Iteration 38Q: 3 clusters Score -1606062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1606063.250000 Penalty: 4584.864258
	Iteration 39Q: 3 clusters Score -1606063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1606066.375000 Penalty: 4584.864258
	Iteration 40F: 3 clusters Score -1606066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1606068.750000 Penalty: 4584.864258
	Iteration 41Q: 3 clusters Score -1606069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1606073.875000 Penalty: 4584.864258
	Iteration 42Q: 3 clusters Score -1606074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1606081.250000 Penalty: 4584.864258
	Iteration 43Q: 3 clusters Score -1606081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1606087.750000 Penalty: 4584.864258
	Iteration 44Q: 3 clusters Score -1606088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1606089.375000 Penalty: 4584.864258
	Iteration 45Q: 3 clusters Score -1606089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1606088.500000 Penalty: 4584.864258
	Iteration 46Q: 3 clusters Score -1606088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1606089.500000 Penalty: 4584.864258
	Iteration 47Q: 3 clusters Score -1606090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1606092.875000 Penalty: 4584.864258
	Iteration 48Q: 3 clusters Score -1606093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1606095.625000 Penalty: 4584.864258
	Iteration 49Q: 3 clusters Score -1606096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1606099.750000 Penalty: 4584.864258
	Iteration 50Q: 3 clusters Score -1606100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1606097.875000 Penalty: 4584.864258
	Iteration 51Q: 3 clusters Score -1606098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1606101.375000 Penalty: 4584.864258
	Iteration 52Q: 3 clusters Score -1606101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1606104.375000 Penalty: 4584.864258
	Iteration 53Q: 3 clusters Score -1606104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1606103.500000 Penalty: 4584.864258
	Iteration 54Q: 3 clusters Score -1606104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1606104.125000 Penalty: 4584.864258
	Iteration 55Q: 3 clusters Score -1606104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1606108.000000 Penalty: 4584.864258
	Iteration 56Q: 3 clusters Score -1606108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1606107.875000 Penalty: 4584.864258
	Iteration 57Q: 3 clusters Score -1606108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1606107.875000 Penalty: 4584.864258
	Iteration 58Q: 3 clusters Score -1606108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1606110.500000 Penalty: 4584.864258
	Iteration 59Q: 3 clusters Score -1606110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1606109.750000 Penalty: 4584.864258
	Iteration 60F: 3 clusters Score -1606110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1606112.250000 Penalty: 4584.864258
	Iteration 61Q: 3 clusters Score -1606112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1606112.750000 Penalty: 4584.864258
	Iteration 62Q: 3 clusters Score -1606113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1606118.625000 Penalty: 4584.864258
	Iteration 63Q: 3 clusters Score -1606119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1606122.875000 Penalty: 4584.864258
	Iteration 64Q: 3 clusters Score -1606123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1606130.750000 Penalty: 4584.864258
	Iteration 65Q: 3 clusters Score -1606131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1606140.750000 Penalty: 4584.864258
	Iteration 66Q: 3 clusters Score -1606141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1606151.250000 Penalty: 4584.864258
	Iteration 67Q: 3 clusters Score -1606151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1606157.875000 Penalty: 4584.864258
	Iteration 68Q: 3 clusters Score -1606158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1606164.375000 Penalty: 4584.864258
	Iteration 69Q: 3 clusters Score -1606164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1606171.750000 Penalty: 4584.864258
	Iteration 70Q: 3 clusters Score -1606172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1606181.125000 Penalty: 4584.864258
	Iteration 71Q: 3 clusters Score -1606181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1606186.125000 Penalty: 4584.864258
	Iteration 72Q: 3 clusters Score -1606186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1606193.875000 Penalty: 4584.864258
	Iteration 73Q: 3 clusters Score -1606194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1606202.250000 Penalty: 4584.864258
	Iteration 74Q: 3 clusters Score -1606202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1606211.250000 Penalty: 4584.864258
	Iteration 75Q: 3 clusters Score -1606211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1606217.625000 Penalty: 4584.864258
	Iteration 76Q: 3 clusters Score -1606218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1606220.500000 Penalty: 4584.864258
	Iteration 77Q: 3 clusters Score -1606220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1606226.500000 Penalty: 4584.864258
	Iteration 78Q: 3 clusters Score -1606226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1606228.250000 Penalty: 4584.864258
	Iteration 79Q: 3 clusters Score -1606228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1606229.625000 Penalty: 4584.864258
	Iteration 80F: 3 clusters Score -1606230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1606232.750000 Penalty: 4584.864258
	Iteration 81Q: 3 clusters Score -1606233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1606231.375000 Penalty: 4584.864258
	Iteration 82Q: 3 clusters Score -1606231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1606235.375000 Penalty: 4584.864258
	Iteration 83Q: 3 clusters Score -1606235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1606233.250000 Penalty: 4584.864258
	Iteration 84Q: 3 clusters Score -1606233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1606233.250000 Penalty: 4584.864258
	Iteration 85F: 3 clusters Score -1606233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Entering Unmasked Estep 
Score: -1893031.625000 Penalty: 2335.927002
	Iteration 0F: 2 clusters Score -1893032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1883903.375000 Penalty: 4671.854004
	Iteration 0F: 3 clusters Score -1883903 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1887059.500000 Penalty: 4671.854004
	Iteration 1F: 3 clusters Score -1887060 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1887680.500000 Penalty: 4671.854004
	Iteration 2F: 3 clusters Score -1887680 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1888457.750000 Penalty: 4671.854004
	Iteration 3F: 3 clusters Score -1888458 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1889316.125000 Penalty: 4671.854004
	Iteration 4F: 3 clusters Score -1889316 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1890160.750000 Penalty: 4671.854004
	Iteration 5F: 3 clusters Score -1890161 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1890849.750000 Penalty: 4671.854004
	Iteration 6F: 3 clusters Score -1890850 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1891300.000000 Penalty: 4671.854004
	Iteration 7F: 3 clusters Score -1891300 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1891604.500000 Penalty: 4671.854004
	Iteration 8Q: 3 clusters Score -1891604 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1891807.375000 Penalty: 4671.854004
	Iteration 9Q: 3 clusters Score -1891807 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1891929.750000 Penalty: 4671.854004
	Iteration 10Q: 3 clusters Score -1891930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1892004.875000 Penalty: 4671.854004
	Iteration 11Q: 3 clusters Score -1892005 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1892043.500000 Penalty: 4671.854004
	Iteration 12Q: 3 clusters Score -1892044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1892070.125000 Penalty: 4671.854004
	Iteration 13Q: 3 clusters Score -1892070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1892086.500000 Penalty: 4671.854004
	Iteration 14Q: 3 clusters Score -1892086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1892110.250000 Penalty: 4671.854004
	Iteration 15Q: 3 clusters Score -1892110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1892125.875000 Penalty: 4671.854004
	Iteration 16Q: 3 clusters Score -1892126 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1892146.875000 Penalty: 4671.854004
	Iteration 17Q: 3 clusters Score -1892147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1892160.500000 Penalty: 4671.854004
	Iteration 18Q: 3 clusters Score -1892160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1892171.625000 Penalty: 4671.854004
	Iteration 19Q: 3 clusters Score -1892172 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1892170.125000 Penalty: 4671.854004
	Iteration 20F: 3 clusters Score -1892170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1892179.500000 Penalty: 4671.854004
	Iteration 21Q: 3 clusters Score -1892180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1892186.375000 Penalty: 4671.854004
	Iteration 22Q: 3 clusters Score -1892186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1892194.000000 Penalty: 4671.854004
	Iteration 23Q: 3 clusters Score -1892194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1892200.375000 Penalty: 4671.854004
	Iteration 24Q: 3 clusters Score -1892200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1892198.250000 Penalty: 4671.854004
	Iteration 25Q: 3 clusters Score -1892198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1892203.375000 Penalty: 4671.854004
	Iteration 26Q: 3 clusters Score -1892203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1892211.125000 Penalty: 4671.854004
	Iteration 27Q: 3 clusters Score -1892211 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1892220.375000 Penalty: 4671.854004
	Iteration 28Q: 3 clusters Score -1892220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1892227.500000 Penalty: 4671.854004
	Iteration 29Q: 3 clusters Score -1892228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1892234.625000 Penalty: 4671.854004
	Iteration 30Q: 3 clusters Score -1892235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1892248.750000 Penalty: 4671.854004
	Iteration 31Q: 3 clusters Score -1892249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1892252.625000 Penalty: 4671.854004
	Iteration 32Q: 3 clusters Score -1892253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1892256.250000 Penalty: 4671.854004
	Iteration 33Q: 3 clusters Score -1892256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1892261.625000 Penalty: 4671.854004
	Iteration 34Q: 3 clusters Score -1892262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1892258.625000 Penalty: 4671.854004
	Iteration 35Q: 3 clusters Score -1892259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1892260.625000 Penalty: 4671.854004
	Iteration 36Q: 3 clusters Score -1892261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1892263.125000 Penalty: 4671.854004
	Iteration 37Q: 3 clusters Score -1892263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1892270.250000 Penalty: 4671.854004
	Iteration 38Q: 3 clusters Score -1892270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1892270.625000 Penalty: 4671.854004
	Iteration 39Q: 3 clusters Score -1892271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1892283.000000 Penalty: 4671.854004
	Iteration 40F: 3 clusters Score -1892283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1892285.000000 Penalty: 4671.854004
	Iteration 41Q: 3 clusters Score -1892285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1892291.500000 Penalty: 4671.854004
	Iteration 42Q: 3 clusters Score -1892292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1892296.250000 Penalty: 4671.854004
	Iteration 43Q: 3 clusters Score -1892296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1892297.625000 Penalty: 4671.854004
	Iteration 44Q: 3 clusters Score -1892298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1892304.875000 Penalty: 4671.854004
	Iteration 45Q: 3 clusters Score -1892305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1892309.500000 Penalty: 4671.854004
	Iteration 46Q: 3 clusters Score -1892310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1892314.375000 Penalty: 4671.854004
	Iteration 47Q: 3 clusters Score -1892314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1892326.125000 Penalty: 4671.854004
	Iteration 48Q: 3 clusters Score -1892326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1892323.875000 Penalty: 4671.854004
	Iteration 49Q: 3 clusters Score -1892324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1892336.375000 Penalty: 4671.854004
	Iteration 50Q: 3 clusters Score -1892336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1892350.125000 Penalty: 4671.854004
	Iteration 51Q: 3 clusters Score -1892350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1892354.250000 Penalty: 4671.854004
	Iteration 52Q: 3 clusters Score -1892354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1892361.125000 Penalty: 4671.854004
	Iteration 53Q: 3 clusters Score -1892361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1892367.875000 Penalty: 4671.854004
	Iteration 54Q: 3 clusters Score -1892368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1892378.250000 Penalty: 4671.854004
	Iteration 55Q: 3 clusters Score -1892378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1892378.250000 Penalty: 4671.854004
	Iteration 56Q: 3 clusters Score -1892378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1892391.750000 Penalty: 4671.854004
	Iteration 57Q: 3 clusters Score -1892392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1892396.500000 Penalty: 4671.854004
	Iteration 58Q: 3 clusters Score -1892396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1892405.000000 Penalty: 4671.854004
	Iteration 59Q: 3 clusters Score -1892405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1892413.750000 Penalty: 4671.854004
	Iteration 60F: 3 clusters Score -1892414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1892422.750000 Penalty: 4671.854004
	Iteration 61Q: 3 clusters Score -1892423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1892432.875000 Penalty: 4671.854004
	Iteration 62Q: 3 clusters Score -1892433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1892439.125000 Penalty: 4671.854004
	Iteration 63Q: 3 clusters Score -1892439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1892441.875000 Penalty: 4671.854004
	Iteration 64Q: 3 clusters Score -1892442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1892439.750000 Penalty: 4671.854004
	Iteration 65Q: 3 clusters Score -1892440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1892445.750000 Penalty: 4671.854004
	Iteration 66Q: 3 clusters Score -1892446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1892447.500000 Penalty: 4671.854004
	Iteration 67Q: 3 clusters Score -1892448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1892452.000000 Penalty: 4671.854004
	Iteration 68Q: 3 clusters Score -1892452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1892456.375000 Penalty: 4671.854004
	Iteration 69Q: 3 clusters Score -1892456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1892460.125000 Penalty: 4671.854004
	Iteration 70Q: 3 clusters Score -1892460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1892462.625000 Penalty: 4671.854004
	Iteration 71Q: 3 clusters Score -1892463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1892464.000000 Penalty: 4671.854004
	Iteration 72Q: 3 clusters Score -1892464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1892464.000000 Penalty: 4671.854004
	Iteration 73F: 3 clusters Score -1892464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 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 367 members 
Entering Unmasked Estep 
Score: -97587.531250 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97587.53 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98072.062500 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -98072.06 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98338.289062 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98338.29 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98510.234375 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98510.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98638.382812 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -98638.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98707.492188 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -98707.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98763.304688 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -98763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98787.265625 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -98787.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -98797.671875 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -98797.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -98811.250000 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -98811.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98820.914062 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -98820.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98828.578125 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -98828.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98848.820312 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -98848.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98849.656250 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -98849.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98860.578125 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -98860.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98862.445312 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -98862.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98862.445312 Penalty: 3284.217285
	Iteration 16F: 3 clusters Score -98862.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Entering Unmasked Estep 
Score: -5352442.000000 Penalty: 2591.546875
	Iteration 0F: 2 clusters Score -5352442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -5328909.500000 Penalty: 5183.093750
	Iteration 0F: 3 clusters Score -5328910 nChanged 15691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5337301.500000 Penalty: 5183.093750
	Iteration 1F: 3 clusters Score -5337302 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -5337791.500000 Penalty: 5183.093750
	Iteration 2Q: 3 clusters Score -5337792 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -5338313.000000 Penalty: 5183.093750
	Iteration 3Q: 3 clusters Score -5338313 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5338862.500000 Penalty: 5183.093750
	Iteration 4Q: 3 clusters Score -5338862 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5339540.000000 Penalty: 5183.093750
	Iteration 5Q: 3 clusters Score -5339540 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5340374.500000 Penalty: 5183.093750
	Iteration 6Q: 3 clusters Score -5340374 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -5341419.000000 Penalty: 5183.093750
	Iteration 7F: 3 clusters Score -5341419 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5342549.000000 Penalty: 5183.093750
	Iteration 8F: 3 clusters Score -5342549 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -5343877.500000 Penalty: 5183.093750
	Iteration 9F: 3 clusters Score -5343878 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -5345289.500000 Penalty: 5183.093750
	Iteration 10F: 3 clusters Score -5345290 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -5346557.500000 Penalty: 5183.093750
	Iteration 11Q: 3 clusters Score -5346558 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -5347586.500000 Penalty: 5183.093750
	Iteration 12Q: 3 clusters Score -5347586 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -5348414.500000 Penalty: 5183.093750
	Iteration 13Q: 3 clusters Score -5348414 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -5349067.500000 Penalty: 5183.093750
	Iteration 14Q: 3 clusters Score -5349068 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5349512.000000 Penalty: 5183.093750
	Iteration 15Q: 3 clusters Score -5349512 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -5349741.500000 Penalty: 5183.093750
	Iteration 16Q: 3 clusters Score -5349742 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -5349867.000000 Penalty: 5183.093750
	Iteration 17Q: 3 clusters Score -5349867 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -5349949.000000 Penalty: 5183.093750
	Iteration 18Q: 3 clusters Score -5349949 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -5350037.500000 Penalty: 5183.093750
	Iteration 19Q: 3 clusters Score -5350038 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -5350102.000000 Penalty: 5183.093750
	Iteration 20F: 3 clusters Score -5350102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -5350135.000000 Penalty: 5183.093750
	Iteration 21Q: 3 clusters Score -5350135 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -5350161.500000 Penalty: 5183.093750
	Iteration 22Q: 3 clusters Score -5350162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -5350161.000000 Penalty: 5183.093750
	Iteration 23Q: 3 clusters Score -5350161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -5350185.000000 Penalty: 5183.093750
	Iteration 24Q: 3 clusters Score -5350185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -5350190.500000 Penalty: 5183.093750
	Iteration 25Q: 3 clusters Score -5350190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5350218.500000 Penalty: 5183.093750
	Iteration 26Q: 3 clusters Score -5350218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -5350225.500000 Penalty: 5183.093750
	Iteration 27Q: 3 clusters Score -5350226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -5350241.000000 Penalty: 5183.093750
	Iteration 28Q: 3 clusters Score -5350241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -5350256.000000 Penalty: 5183.093750
	Iteration 29Q: 3 clusters Score -5350256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -5350251.500000 Penalty: 5183.093750
	Iteration 30Q: 3 clusters Score -5350252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -5350254.000000 Penalty: 5183.093750
	Iteration 31Q: 3 clusters Score -5350254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5350261.500000 Penalty: 5183.093750
	Iteration 32Q: 3 clusters Score -5350262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -5350257.000000 Penalty: 5183.093750
	Iteration 33Q: 3 clusters Score -5350257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -5350277.000000 Penalty: 5183.093750
	Iteration 34Q: 3 clusters Score -5350277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -5350282.000000 Penalty: 5183.093750
	Iteration 35Q: 3 clusters Score -5350282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -5350294.500000 Penalty: 5183.093750
	Iteration 36Q: 3 clusters Score -5350294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -5350295.500000 Penalty: 5183.093750
	Iteration 37Q: 3 clusters Score -5350296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -5350292.500000 Penalty: 5183.093750
	Iteration 38Q: 3 clusters Score -5350292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -5350300.500000 Penalty: 5183.093750
	Iteration 39Q: 3 clusters Score -5350300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -5350304.500000 Penalty: 5183.093750
	Iteration 40F: 3 clusters Score -5350304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -5350309.500000 Penalty: 5183.093750
	Iteration 41Q: 3 clusters Score -5350310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -5350309.500000 Penalty: 5183.093750
	Iteration 42Q: 3 clusters Score -5350310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -5350313.500000 Penalty: 5183.093750
	Iteration 43Q: 3 clusters Score -5350314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -5350316.000000 Penalty: 5183.093750
	Iteration 44Q: 3 clusters Score -5350316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -5350332.500000 Penalty: 5183.093750
	Iteration 45Q: 3 clusters Score -5350332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -5350332.500000 Penalty: 5183.093750
	Iteration 46Q: 3 clusters Score -5350332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -5350342.500000 Penalty: 5183.093750
	Iteration 47Q: 3 clusters Score -5350342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -5350345.500000 Penalty: 5183.093750
	Iteration 48Q: 3 clusters Score -5350346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -5350347.500000 Penalty: 5183.093750
	Iteration 49Q: 3 clusters Score -5350348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -5350359.000000 Penalty: 5183.093750
	Iteration 50Q: 3 clusters Score -5350359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -5350358.000000 Penalty: 5183.093750
	Iteration 51Q: 3 clusters Score -5350358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -5350356.500000 Penalty: 5183.093750
	Iteration 52Q: 3 clusters Score -5350356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -5350367.000000 Penalty: 5183.093750
	Iteration 53Q: 3 clusters Score -5350367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -5350371.000000 Penalty: 5183.093750
	Iteration 54Q: 3 clusters Score -5350371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -5350368.000000 Penalty: 5183.093750
	Iteration 55Q: 3 clusters Score -5350368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -5350365.500000 Penalty: 5183.093750
	Iteration 56Q: 3 clusters Score -5350366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -5350365.000000 Penalty: 5183.093750
	Iteration 57Q: 3 clusters Score -5350365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5350368.500000 Penalty: 5183.093750
	Iteration 58Q: 3 clusters Score -5350368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5350368.500000 Penalty: 5183.093750
	Iteration 59Q: 3 clusters Score -5350368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -5350373.000000 Penalty: 5183.093750
	Iteration 60F: 3 clusters Score -5350373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5350379.000000 Penalty: 5183.093750
	Iteration 61Q: 3 clusters Score -5350379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5350374.500000 Penalty: 5183.093750
	Iteration 62Q: 3 clusters Score -5350374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -5350374.500000 Penalty: 5183.093750
	Iteration 63F: 3 clusters Score -5350374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -257286.343750 Penalty: 1846.028564
	Iteration 0F: 2 clusters Score -257286.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -254882.234375 Penalty: 3692.057129
	Iteration 0F: 3 clusters Score -254882.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -255263.421875 Penalty: 3692.057129
	Iteration 1F: 3 clusters Score -255263.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -255375.890625 Penalty: 3692.057129
	Iteration 2F: 3 clusters Score -255375.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -255435.531250 Penalty: 3692.057129
	Iteration 3Q: 3 clusters Score -255435.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -255464.062500 Penalty: 3692.057129
	Iteration 4Q: 3 clusters Score -255464.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -255488.375000 Penalty: 3692.057129
	Iteration 5Q: 3 clusters Score -255488.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -255508.328125 Penalty: 3692.057129
	Iteration 6Q: 3 clusters Score -255508.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -255523.343750 Penalty: 3692.057129
	Iteration 7Q: 3 clusters Score -255523.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255535.078125 Penalty: 3692.057129
	Iteration 8Q: 3 clusters Score -255535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -255551.671875 Penalty: 3692.057129
	Iteration 9Q: 3 clusters Score -255551.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -255571.953125 Penalty: 3692.057129
	Iteration 10Q: 3 clusters Score -255572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -255581.000000 Penalty: 3692.057129
	Iteration 11Q: 3 clusters Score -255581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -255589.750000 Penalty: 3692.057129
	Iteration 12Q: 3 clusters Score -255589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -255596.953125 Penalty: 3692.057129
	Iteration 13Q: 3 clusters Score -255597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -255602.984375 Penalty: 3692.057129
	Iteration 14Q: 3 clusters Score -255603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -255605.640625 Penalty: 3692.057129
	Iteration 15Q: 3 clusters Score -255605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -255609.968750 Penalty: 3692.057129
	Iteration 16Q: 3 clusters Score -255610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -255615.515625 Penalty: 3692.057129
	Iteration 17Q: 3 clusters Score -255615.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -255621.062500 Penalty: 3692.057129
	Iteration 18Q: 3 clusters Score -255621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255630.062500 Penalty: 3692.057129
	Iteration 19Q: 3 clusters Score -255630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -255634.828125 Penalty: 3692.057129
	Iteration 20F: 3 clusters Score -255634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -255636.890625 Penalty: 3692.057129
	Iteration 21Q: 3 clusters Score -255636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255639.000000 Penalty: 3692.057129
	Iteration 22Q: 3 clusters Score -255639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -255639.406250 Penalty: 3692.057129
	Iteration 23Q: 3 clusters Score -255639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255640.390625 Penalty: 3692.057129
	Iteration 24Q: 3 clusters Score -255640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -255640.390625 Penalty: 3692.057129
	Iteration 25F: 3 clusters Score -255640.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Entering Unmasked Estep 
Score: -980426.500000 Penalty: 2165.971191
	Iteration 0F: 2 clusters Score -980426.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -975161.250000 Penalty: 4331.942383
	Iteration 0F: 3 clusters Score -975161.2 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -976464.625000 Penalty: 4331.942383
	Iteration 1F: 3 clusters Score -976464.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -976736.750000 Penalty: 4331.942383
	Iteration 2F: 3 clusters Score -976736.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -976956.562500 Penalty: 4331.942383
	Iteration 3F: 3 clusters Score -976956.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -977148.750000 Penalty: 4331.942383
	Iteration 4F: 3 clusters Score -977148.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -977354.125000 Penalty: 4331.942383
	Iteration 5Q: 3 clusters Score -977354.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -977586.500000 Penalty: 4331.942383
	Iteration 6Q: 3 clusters Score -977586.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -977816.187500 Penalty: 4331.942383
	Iteration 7F: 3 clusters Score -977816.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -978021.375000 Penalty: 4331.942383
	Iteration 8Q: 3 clusters Score -978021.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -978190.000000 Penalty: 4331.942383
	Iteration 9Q: 3 clusters Score -978190 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -978321.812500 Penalty: 4331.942383
	Iteration 10Q: 3 clusters Score -978321.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -978423.875000 Penalty: 4331.942383
	Iteration 11Q: 3 clusters Score -978423.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -978511.187500 Penalty: 4331.942383
	Iteration 12Q: 3 clusters Score -978511.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -978570.437500 Penalty: 4331.942383
	Iteration 13Q: 3 clusters Score -978570.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -978619.500000 Penalty: 4331.942383
	Iteration 14Q: 3 clusters Score -978619.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -978658.937500 Penalty: 4331.942383
	Iteration 15Q: 3 clusters Score -978658.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -978697.750000 Penalty: 4331.942383
	Iteration 16Q: 3 clusters Score -978697.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -978725.875000 Penalty: 4331.942383
	Iteration 17Q: 3 clusters Score -978725.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -978757.812500 Penalty: 4331.942383
	Iteration 18Q: 3 clusters Score -978757.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -978781.500000 Penalty: 4331.942383
	Iteration 19Q: 3 clusters Score -978781.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -978808.250000 Penalty: 4331.942383
	Iteration 20F: 3 clusters Score -978808.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -978827.875000 Penalty: 4331.942383
	Iteration 21Q: 3 clusters Score -978827.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -978841.187500 Penalty: 4331.942383
	Iteration 22Q: 3 clusters Score -978841.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -978845.125000 Penalty: 4331.942383
	Iteration 23Q: 3 clusters Score -978845.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -978854.375000 Penalty: 4331.942383
	Iteration 24Q: 3 clusters Score -978854.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -978860.062500 Penalty: 4331.942383
	Iteration 25Q: 3 clusters Score -978860.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -978865.250000 Penalty: 4331.942383
	Iteration 26Q: 3 clusters Score -978865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -978866.937500 Penalty: 4331.942383
	Iteration 27Q: 3 clusters Score -978866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -978867.812500 Penalty: 4331.942383
	Iteration 28Q: 3 clusters Score -978867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -978868.250000 Penalty: 4331.942383
	Iteration 29Q: 3 clusters Score -978868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -978871.000000 Penalty: 4331.942383
	Iteration 30Q: 3 clusters Score -978871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -978874.875000 Penalty: 4331.942383
	Iteration 31Q: 3 clusters Score -978874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -978876.250000 Penalty: 4331.942383
	Iteration 32Q: 3 clusters Score -978876.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -978879.062500 Penalty: 4331.942383
	Iteration 33Q: 3 clusters Score -978879.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -978881.062500 Penalty: 4331.942383
	Iteration 34Q: 3 clusters Score -978881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -978881.062500 Penalty: 4331.942383
	Iteration 35F: 3 clusters Score -978881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Entering Unmasked Estep 
Score: -1205701.125000 Penalty: 2221.143066
	Iteration 0F: 2 clusters Score -1205701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1199512.000000 Penalty: 4442.286133
	Iteration 0F: 3 clusters Score -1199512 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1201207.500000 Penalty: 4442.286133
	Iteration 1F: 3 clusters Score -1201208 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1201545.000000 Penalty: 4442.286133
	Iteration 2F: 3 clusters Score -1201545 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1201825.875000 Penalty: 4442.286133
	Iteration 3F: 3 clusters Score -1201826 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1202081.375000 Penalty: 4442.286133
	Iteration 4Q: 3 clusters Score -1202081 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1202321.875000 Penalty: 4442.286133
	Iteration 5Q: 3 clusters Score -1202322 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1202495.125000 Penalty: 4442.286133
	Iteration 6Q: 3 clusters Score -1202495 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1202636.875000 Penalty: 4442.286133
	Iteration 7Q: 3 clusters Score -1202637 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1202757.750000 Penalty: 4442.286133
	Iteration 8Q: 3 clusters Score -1202758 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1202886.875000 Penalty: 4442.286133
	Iteration 9Q: 3 clusters Score -1202887 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1203030.500000 Penalty: 4442.286133
	Iteration 10Q: 3 clusters Score -1203030 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1203176.875000 Penalty: 4442.286133
	Iteration 11Q: 3 clusters Score -1203177 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1203322.625000 Penalty: 4442.286133
	Iteration 12Q: 3 clusters Score -1203323 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1203458.125000 Penalty: 4442.286133
	Iteration 13Q: 3 clusters Score -1203458 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1203581.125000 Penalty: 4442.286133
	Iteration 14Q: 3 clusters Score -1203581 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1203701.000000 Penalty: 4442.286133
	Iteration 15Q: 3 clusters Score -1203701 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1203820.625000 Penalty: 4442.286133
	Iteration 16Q: 3 clusters Score -1203821 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1203930.250000 Penalty: 4442.286133
	Iteration 17Q: 3 clusters Score -1203930 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1204031.750000 Penalty: 4442.286133
	Iteration 18Q: 3 clusters Score -1204032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1204106.250000 Penalty: 4442.286133
	Iteration 19Q: 3 clusters Score -1204106 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1204174.375000 Penalty: 4442.286133
	Iteration 20F: 3 clusters Score -1204174 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1204230.375000 Penalty: 4442.286133
	Iteration 21Q: 3 clusters Score -1204230 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1204290.500000 Penalty: 4442.286133
	Iteration 22Q: 3 clusters Score -1204290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1204344.875000 Penalty: 4442.286133
	Iteration 23Q: 3 clusters Score -1204345 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1204394.750000 Penalty: 4442.286133
	Iteration 24Q: 3 clusters Score -1204395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1204424.500000 Penalty: 4442.286133
	Iteration 25Q: 3 clusters Score -1204424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1204441.125000 Penalty: 4442.286133
	Iteration 26Q: 3 clusters Score -1204441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1204448.500000 Penalty: 4442.286133
	Iteration 27Q: 3 clusters Score -1204448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1204464.250000 Penalty: 4442.286133
	Iteration 28Q: 3 clusters Score -1204464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1204474.750000 Penalty: 4442.286133
	Iteration 29Q: 3 clusters Score -1204475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1204481.750000 Penalty: 4442.286133
	Iteration 30Q: 3 clusters Score -1204482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1204490.500000 Penalty: 4442.286133
	Iteration 31Q: 3 clusters Score -1204490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1204497.125000 Penalty: 4442.286133
	Iteration 32Q: 3 clusters Score -1204497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1204501.250000 Penalty: 4442.286133
	Iteration 33Q: 3 clusters Score -1204501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1204501.375000 Penalty: 4442.286133
	Iteration 34Q: 3 clusters Score -1204501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1204505.250000 Penalty: 4442.286133
	Iteration 35Q: 3 clusters Score -1204505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1204508.875000 Penalty: 4442.286133
	Iteration 36Q: 3 clusters Score -1204509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1204509.250000 Penalty: 4442.286133
	Iteration 37Q: 3 clusters Score -1204509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1204508.500000 Penalty: 4442.286133
	Iteration 38Q: 3 clusters Score -1204508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1204509.375000 Penalty: 4442.286133
	Iteration 39Q: 3 clusters Score -1204509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1204508.375000 Penalty: 4442.286133
	Iteration 40F: 3 clusters Score -1204508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1204509.375000 Penalty: 4442.286133
	Iteration 41Q: 3 clusters Score -1204509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1204509.375000 Penalty: 4442.286133
	Iteration 42F: 3 clusters Score -1204509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Entering Unmasked Estep 
Score: -69814.757812 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -69814.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68205.882812 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -68205.88 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68517.851562 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -68517.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68695.445312 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -68695.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68771.437500 Penalty: 3189.940186
	Iteration 3Q: 3 clusters Score -68771.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68839.703125 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -68839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -68894.343750 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -68894.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68941.539062 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -68941.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68985.445312 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -68985.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69037.703125 Penalty: 3189.940186
	Iteration 8Q: 3 clusters Score -69037.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69056.695312 Penalty: 3189.940186
	Iteration 9Q: 3 clusters Score -69056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69080.804688 Penalty: 3189.940186
	Iteration 10Q: 3 clusters Score -69080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69101.210938 Penalty: 3189.940186
	Iteration 11Q: 3 clusters Score -69101.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69118.234375 Penalty: 3189.940186
	Iteration 12Q: 3 clusters Score -69118.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69121.703125 Penalty: 3189.940186
	Iteration 13Q: 3 clusters Score -69121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69123.492188 Penalty: 3189.940186
	Iteration 14Q: 3 clusters Score -69123.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69125.820312 Penalty: 3189.940186
	Iteration 15Q: 3 clusters Score -69125.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69135.773438 Penalty: 3189.940186
	Iteration 16Q: 3 clusters Score -69135.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69143.265625 Penalty: 3189.940186
	Iteration 17Q: 3 clusters Score -69143.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69144.500000 Penalty: 3189.940186
	Iteration 18Q: 3 clusters Score -69144.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69144.500000 Penalty: 3189.940186
	Iteration 19F: 3 clusters Score -69144.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -373099.593750 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -373099.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -370222.312500 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -370222.3 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -370761.718750 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -370761.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -370899.218750 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -370899.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -370970.031250 Penalty: 3855.285400
	Iteration 3Q: 3 clusters Score -370970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -371013.250000 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -371013.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -371046.375000 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -371046.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -371069.031250 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -371069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -371080.312500 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -371080.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -371088.312500 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -371088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -371092.781250 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -371092.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -371094.812500 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -371094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -371096.687500 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -371096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -371097.812500 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -371097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -371099.281250 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -371099.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -371100.500000 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -371100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -371102.406250 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -371102.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -371105.281250 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -371105.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -371109.937500 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -371109.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -371112.968750 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -371113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -371117.062500 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -371117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -371119.937500 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -371119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -371120.750000 Penalty: 3855.285400
	Iteration 21Q: 3 clusters Score -371120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -371121.187500 Penalty: 3855.285400
	Iteration 22Q: 3 clusters Score -371121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -371123.281250 Penalty: 3855.285400
	Iteration 23Q: 3 clusters Score -371123.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -371123.937500 Penalty: 3855.285400
	Iteration 24Q: 3 clusters Score -371123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -371123.968750 Penalty: 3855.285400
	Iteration 25Q: 3 clusters Score -371124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -371123.968750 Penalty: 3855.285400
	Iteration 26F: 3 clusters Score -371124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -120005.320312 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -120005.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120324.718750 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120324.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120470.390625 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120470.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120551.039062 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -120551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120600.609375 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120600.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120655.593750 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -120655.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -120693.593750 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -120693.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -120722.273438 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -120722.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -120741.757812 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -120741.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -120762.140625 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -120762.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -120773.773438 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -120773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120782.117188 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -120782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120786.632812 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -120786.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -120789.820312 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -120789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -120793.000000 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -120793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -120795.023438 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -120795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -120795.507812 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -120795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -120795.507812 Penalty: 3365.651611
	Iteration 17F: 3 clusters Score -120795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -228554.781250 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228554.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -228933.468750 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228933.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229028.812500 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229028.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -229093.078125 Penalty: 3658.437500
	Iteration 3Q: 3 clusters Score -229093.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229127.859375 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229127.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229157.765625 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229157.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229185.812500 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229185.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -229230.906250 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229230.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -229269.546875 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229269.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -229344.625000 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229344.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -229414.250000 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229414.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229485.500000 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229485.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229555.531250 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229555.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -229610.531250 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229610.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -229673.093750 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229673.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -229721.328125 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229721.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -229749.078125 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -229765.531250 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229765.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -229784.437500 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229784.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -229796.312500 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229796.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -229806.843750 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229806.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -229822.515625 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -229822.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -229847.015625 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -229847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -229870.515625 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -229870.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -229891.265625 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -229891.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -229899.562500 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -229899.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -229902.765625 Penalty: 3658.437500
	Iteration 26Q: 3 clusters Score -229902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -229907.156250 Penalty: 3658.437500
	Iteration 27Q: 3 clusters Score -229907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -229910.437500 Penalty: 3658.437500
	Iteration 28Q: 3 clusters Score -229910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -229913.234375 Penalty: 3658.437500
	Iteration 29Q: 3 clusters Score -229913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -229915.984375 Penalty: 3658.437500
	Iteration 30Q: 3 clusters Score -229916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -229918.500000 Penalty: 3658.437500
	Iteration 31Q: 3 clusters Score -229918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -229919.406250 Penalty: 3658.437500
	Iteration 32Q: 3 clusters Score -229919.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -229919.406250 Penalty: 3658.437500
	Iteration 33F: 3 clusters Score -229919.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109744 members 
Entering Unmasked Estep 
Score: -17298974.000000 Penalty: 2878.264648
	Iteration 0F: 2 clusters Score -1.729897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -17227702.000000 Penalty: 5756.529297
	Iteration 0F: 3 clusters Score -1.72277e+07 nChanged 52082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -17257680.000000 Penalty: 5756.529297
	Iteration 1F: 3 clusters Score -1.725768e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -17259016.000000 Penalty: 5756.529297
	Iteration 2Q: 3 clusters Score -1.725902e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -17260554.000000 Penalty: 5756.529297
	Iteration 3Q: 3 clusters Score -1.726055e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -17262638.000000 Penalty: 5756.529297
	Iteration 4Q: 3 clusters Score -1.726264e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -17265830.000000 Penalty: 5756.529297
	Iteration 5F: 3 clusters Score -1.726583e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -17270468.000000 Penalty: 5756.529297
	Iteration 6F: 3 clusters Score -1.727047e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -17276982.000000 Penalty: 5756.529297
	Iteration 7F: 3 clusters Score -1.727698e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -17283308.000000 Penalty: 5756.529297
	Iteration 8F: 3 clusters Score -1.728331e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -17286710.000000 Penalty: 5756.529297
	Iteration 9F: 3 clusters Score -1.728671e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66698 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -17288120.000000 Penalty: 5756.529297
	Iteration 10Q: 3 clusters Score -1.728812e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -17288898.000000 Penalty: 5756.529297
	Iteration 11Q: 3 clusters Score -1.72889e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -17289424.000000 Penalty: 5756.529297
	Iteration 12Q: 3 clusters Score -1.728942e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -17289946.000000 Penalty: 5756.529297
	Iteration 13Q: 3 clusters Score -1.728995e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -17290350.000000 Penalty: 5756.529297
	Iteration 14Q: 3 clusters Score -1.729035e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69661 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -17290674.000000 Penalty: 5756.529297
	Iteration 15Q: 3 clusters Score -1.729067e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -17290864.000000 Penalty: 5756.529297
	Iteration 16Q: 3 clusters Score -1.729086e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70442 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -17291044.000000 Penalty: 5756.529297
	Iteration 17Q: 3 clusters Score -1.729104e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -17291194.000000 Penalty: 5756.529297
	Iteration 18Q: 3 clusters Score -1.729119e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71093 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -17291300.000000 Penalty: 5756.529297
	Iteration 19Q: 3 clusters Score -1.72913e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -17291358.000000 Penalty: 5756.529297
	Iteration 20F: 3 clusters Score -1.729136e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -17291462.000000 Penalty: 5756.529297
	Iteration 21Q: 3 clusters Score -1.729146e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -17291534.000000 Penalty: 5756.529297
	Iteration 22Q: 3 clusters Score -1.729153e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -17291538.000000 Penalty: 5756.529297
	Iteration 23Q: 3 clusters Score -1.729154e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -17291564.000000 Penalty: 5756.529297
	Iteration 24Q: 3 clusters Score -1.729156e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -17291602.000000 Penalty: 5756.529297
	Iteration 25Q: 3 clusters Score -1.72916e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -17291618.000000 Penalty: 5756.529297
	Iteration 26Q: 3 clusters Score -1.729162e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72946 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -17291640.000000 Penalty: 5756.529297
	Iteration 27Q: 3 clusters Score -1.729164e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -17291704.000000 Penalty: 5756.529297
	Iteration 28Q: 3 clusters Score -1.72917e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -17291756.000000 Penalty: 5756.529297
	Iteration 29Q: 3 clusters Score -1.729176e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -17291816.000000 Penalty: 5756.529297
	Iteration 30Q: 3 clusters Score -1.729182e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -17291862.000000 Penalty: 5756.529297
	Iteration 31Q: 3 clusters Score -1.729186e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -17291850.000000 Penalty: 5756.529297
	Iteration 32Q: 3 clusters Score -1.729185e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73971 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -17291906.000000 Penalty: 5756.529297
	Iteration 33Q: 3 clusters Score -1.729191e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -17291926.000000 Penalty: 5756.529297
	Iteration 34Q: 3 clusters Score -1.729193e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -17291970.000000 Penalty: 5756.529297
	Iteration 35Q: 3 clusters Score -1.729197e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -17292014.000000 Penalty: 5756.529297
	Iteration 36Q: 3 clusters Score -1.729201e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -17292010.000000 Penalty: 5756.529297
	Iteration 37Q: 3 clusters Score -1.729201e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -17292032.000000 Penalty: 5756.529297
	Iteration 38Q: 3 clusters Score -1.729203e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -17292040.000000 Penalty: 5756.529297
	Iteration 39Q: 3 clusters Score -1.729204e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75117 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -17292050.000000 Penalty: 5756.529297
	Iteration 40F: 3 clusters Score -1.729205e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -17292074.000000 Penalty: 5756.529297
	Iteration 41Q: 3 clusters Score -1.729207e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -17292076.000000 Penalty: 5756.529297
	Iteration 42Q: 3 clusters Score -1.729208e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -17292110.000000 Penalty: 5756.529297
	Iteration 43Q: 3 clusters Score -1.729211e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75905 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -17292158.000000 Penalty: 5756.529297
	Iteration 44Q: 3 clusters Score -1.729216e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -17292158.000000 Penalty: 5756.529297
	Iteration 45Q: 3 clusters Score -1.729216e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -17292158.000000 Penalty: 5756.529297
	Iteration 46Q: 3 clusters Score -1.729216e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -17292212.000000 Penalty: 5756.529297
	Iteration 47Q: 3 clusters Score -1.729221e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -17292250.000000 Penalty: 5756.529297
	Iteration 48Q: 3 clusters Score -1.729225e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -17292292.000000 Penalty: 5756.529297
	Iteration 49Q: 3 clusters Score -1.729229e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -17292366.000000 Penalty: 5756.529297
	Iteration 50Q: 3 clusters Score -1.729237e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -17292364.000000 Penalty: 5756.529297
	Iteration 51Q: 3 clusters Score -1.729236e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -17292404.000000 Penalty: 5756.529297
	Iteration 52Q: 3 clusters Score -1.72924e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -17292440.000000 Penalty: 5756.529297
	Iteration 53Q: 3 clusters Score -1.729244e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -17292474.000000 Penalty: 5756.529297
	Iteration 54Q: 3 clusters Score -1.729247e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78417 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -17292502.000000 Penalty: 5756.529297
	Iteration 55Q: 3 clusters Score -1.72925e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -17292512.000000 Penalty: 5756.529297
	Iteration 56Q: 3 clusters Score -1.729251e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -17292580.000000 Penalty: 5756.529297
	Iteration 57Q: 3 clusters Score -1.729258e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -17292610.000000 Penalty: 5756.529297
	Iteration 58Q: 3 clusters Score -1.729261e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79381 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -17292662.000000 Penalty: 5756.529297
	Iteration 59Q: 3 clusters Score -1.729266e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -17292708.000000 Penalty: 5756.529297
	Iteration 60F: 3 clusters Score -1.729271e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -17292750.000000 Penalty: 5756.529297
	Iteration 61Q: 3 clusters Score -1.729275e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -17292772.000000 Penalty: 5756.529297
	Iteration 62Q: 3 clusters Score -1.729277e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -17292846.000000 Penalty: 5756.529297
	Iteration 63Q: 3 clusters Score -1.729285e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -17292928.000000 Penalty: 5756.529297
	Iteration 64Q: 3 clusters Score -1.729293e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81204 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -17293018.000000 Penalty: 5756.529297
	Iteration 65Q: 3 clusters Score -1.729302e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -17293042.000000 Penalty: 5756.529297
	Iteration 66Q: 3 clusters Score -1.729304e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -17293052.000000 Penalty: 5756.529297
	Iteration 67Q: 3 clusters Score -1.729305e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -17293138.000000 Penalty: 5756.529297
	Iteration 68Q: 3 clusters Score -1.729314e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -17293246.000000 Penalty: 5756.529297
	Iteration 69Q: 3 clusters Score -1.729325e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -17293304.000000 Penalty: 5756.529297
	Iteration 70Q: 3 clusters Score -1.72933e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -17293380.000000 Penalty: 5756.529297
	Iteration 71Q: 3 clusters Score -1.729338e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -17293430.000000 Penalty: 5756.529297
	Iteration 72Q: 3 clusters Score -1.729343e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -17293414.000000 Penalty: 5756.529297
	Iteration 73Q: 3 clusters Score -1.729341e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -17293410.000000 Penalty: 5756.529297
	Iteration 74Q: 3 clusters Score -1.729341e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -17293472.000000 Penalty: 5756.529297
	Iteration 75Q: 3 clusters Score -1.729347e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -17293486.000000 Penalty: 5756.529297
	Iteration 76Q: 3 clusters Score -1.729349e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84932 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -17293538.000000 Penalty: 5756.529297
	Iteration 77Q: 3 clusters Score -1.729354e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85217 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -17293626.000000 Penalty: 5756.529297
	Iteration 78Q: 3 clusters Score -1.729363e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -17293704.000000 Penalty: 5756.529297
	Iteration 79Q: 3 clusters Score -1.72937e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -17293752.000000 Penalty: 5756.529297
	Iteration 80F: 3 clusters Score -1.729375e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -17293820.000000 Penalty: 5756.529297
	Iteration 81Q: 3 clusters Score -1.729382e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -17293904.000000 Penalty: 5756.529297
	Iteration 82Q: 3 clusters Score -1.72939e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -17293968.000000 Penalty: 5756.529297
	Iteration 83Q: 3 clusters Score -1.729397e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -17294058.000000 Penalty: 5756.529297
	Iteration 84Q: 3 clusters Score -1.729406e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -17294168.000000 Penalty: 5756.529297
	Iteration 85Q: 3 clusters Score -1.729417e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -17294208.000000 Penalty: 5756.529297
	Iteration 86Q: 3 clusters Score -1.729421e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -17294278.000000 Penalty: 5756.529297
	Iteration 87Q: 3 clusters Score -1.729428e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88254 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -17294352.000000 Penalty: 5756.529297
	Iteration 88Q: 3 clusters Score -1.729435e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -17294358.000000 Penalty: 5756.529297
	Iteration 89Q: 3 clusters Score -1.729436e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -17294402.000000 Penalty: 5756.529297
	Iteration 90Q: 3 clusters Score -1.72944e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -17294480.000000 Penalty: 5756.529297
	Iteration 91Q: 3 clusters Score -1.729448e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -17294550.000000 Penalty: 5756.529297
	Iteration 92Q: 3 clusters Score -1.729455e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -17294666.000000 Penalty: 5756.529297
	Iteration 93Q: 3 clusters Score -1.729467e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -17294772.000000 Penalty: 5756.529297
	Iteration 94Q: 3 clusters Score -1.729477e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -17294838.000000 Penalty: 5756.529297
	Iteration 95Q: 3 clusters Score -1.729484e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -17294950.000000 Penalty: 5756.529297
	Iteration 96Q: 3 clusters Score -1.729495e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -17295026.000000 Penalty: 5756.529297
	Iteration 97Q: 3 clusters Score -1.729503e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91915 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -17295086.000000 Penalty: 5756.529297
	Iteration 98Q: 3 clusters Score -1.729509e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -17295214.000000 Penalty: 5756.529297
	Iteration 99Q: 3 clusters Score -1.729521e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -17295326.000000 Penalty: 5756.529297
	Iteration 100F: 3 clusters Score -1.729533e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -17295416.000000 Penalty: 5756.529297
	Iteration 101Q: 3 clusters Score -1.729542e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -17295592.000000 Penalty: 5756.529297
	Iteration 102Q: 3 clusters Score -1.729559e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -17295608.000000 Penalty: 5756.529297
	Iteration 103Q: 3 clusters Score -1.729561e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -17295864.000000 Penalty: 5756.529297
	Iteration 104Q: 3 clusters Score -1.729586e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -17296016.000000 Penalty: 5756.529297
	Iteration 105Q: 3 clusters Score -1.729602e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -17296230.000000 Penalty: 5756.529297
	Iteration 106Q: 3 clusters Score -1.729623e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96590 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -17296322.000000 Penalty: 5756.529297
	Iteration 107Q: 3 clusters Score -1.729632e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -17296456.000000 Penalty: 5756.529297
	Iteration 108Q: 3 clusters Score -1.729646e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -17296612.000000 Penalty: 5756.529297
	Iteration 109Q: 3 clusters Score -1.729661e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -17296814.000000 Penalty: 5756.529297
	Iteration 110Q: 3 clusters Score -1.729681e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -17296972.000000 Penalty: 5756.529297
	Iteration 111Q: 3 clusters Score -1.729697e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -17297040.000000 Penalty: 5756.529297
	Iteration 112Q: 3 clusters Score -1.729704e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -17297182.000000 Penalty: 5756.529297
	Iteration 113Q: 3 clusters Score -1.729718e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -17297318.000000 Penalty: 5756.529297
	Iteration 114Q: 3 clusters Score -1.729732e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -17297376.000000 Penalty: 5756.529297
	Iteration 115Q: 3 clusters Score -1.729738e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -17297422.000000 Penalty: 5756.529297
	Iteration 116Q: 3 clusters Score -1.729742e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104873 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -17297342.000000 Penalty: 5756.529297
	Iteration 117Q: 3 clusters Score -1.729734e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -17297282.000000 Penalty: 5756.529297
	Iteration 118Q: 3 clusters Score -1.729728e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -17297196.000000 Penalty: 5756.529297
	Iteration 119Q: 3 clusters Score -1.72972e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106917 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -17297288.000000 Penalty: 5756.529297
	Iteration 120F: 3 clusters Score -1.729729e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -17297340.000000 Penalty: 5756.529297
	Iteration 121Q: 3 clusters Score -1.729734e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107728 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -17297370.000000 Penalty: 5756.529297
	Iteration 122Q: 3 clusters Score -1.729737e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108000 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -17297394.000000 Penalty: 5756.529297
	Iteration 123Q: 3 clusters Score -1.729739e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108210 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -17297414.000000 Penalty: 5756.529297
	Iteration 124Q: 3 clusters Score -1.729741e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -17297332.000000 Penalty: 5756.529297
	Iteration 125Q: 3 clusters Score -1.729733e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17297336.000000 Penalty: 5756.529297
	Iteration 126Q: 3 clusters Score -1.729734e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108594 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17297340.000000 Penalty: 5756.529297
	Iteration 127Q: 3 clusters Score -1.729734e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -17297310.000000 Penalty: 5756.529297
	Iteration 128Q: 3 clusters Score -1.729731e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108728 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -17297304.000000 Penalty: 5756.529297
	Iteration 129Q: 3 clusters Score -1.72973e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108772 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -17297310.000000 Penalty: 5756.529297
	Iteration 130Q: 3 clusters Score -1.729731e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17297278.000000 Penalty: 5756.529297
	Iteration 131Q: 3 clusters Score -1.729728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -17297272.000000 Penalty: 5756.529297
	Iteration 132Q: 3 clusters Score -1.729727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -17297278.000000 Penalty: 5756.529297
	Iteration 133Q: 3 clusters Score -1.729728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108855 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -17297294.000000 Penalty: 5756.529297
	Iteration 134Q: 3 clusters Score -1.729729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17297286.000000 Penalty: 5756.529297
	Iteration 135Q: 3 clusters Score -1.729729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -17297286.000000 Penalty: 5756.529297
	Iteration 136Q: 3 clusters Score -1.729729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -17297262.000000 Penalty: 5756.529297
	Iteration 137Q: 3 clusters Score -1.729726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108908 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -17297270.000000 Penalty: 5756.529297
	Iteration 138Q: 3 clusters Score -1.729727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -17297260.000000 Penalty: 5756.529297
	Iteration 139Q: 3 clusters Score -1.729726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -17297276.000000 Penalty: 5756.529297
	Iteration 140F: 3 clusters Score -1.729728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -17297270.000000 Penalty: 5756.529297
	Iteration 141Q: 3 clusters Score -1.729727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -17297270.000000 Penalty: 5756.529297
	Iteration 142Q: 3 clusters Score -1.729727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108934 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -17297264.000000 Penalty: 5756.529297
	Iteration 143Q: 3 clusters Score -1.729726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108936 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -17297274.000000 Penalty: 5756.529297
	Iteration 144Q: 3 clusters Score -1.729727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -17297268.000000 Penalty: 5756.529297
	Iteration 145Q: 3 clusters Score -1.729727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -17297278.000000 Penalty: 5756.529297
	Iteration 146Q: 3 clusters Score -1.729728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108943 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -17297276.000000 Penalty: 5756.529297
	Iteration 147Q: 3 clusters Score -1.729728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -17297284.000000 Penalty: 5756.529297
	Iteration 148Q: 3 clusters Score -1.729728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108953 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -17297278.000000 Penalty: 5756.529297
	Iteration 149Q: 3 clusters Score -1.729728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -17297270.000000 Penalty: 5756.529297
	Iteration 150Q: 3 clusters Score -1.729727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108958 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -17297266.000000 Penalty: 5756.529297
	Iteration 151Q: 3 clusters Score -1.729727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -17297270.000000 Penalty: 5756.529297
	Iteration 152Q: 3 clusters Score -1.729727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -17297284.000000 Penalty: 5756.529297
	Iteration 153Q: 3 clusters Score -1.729728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108962 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -17297286.000000 Penalty: 5756.529297
	Iteration 154Q: 3 clusters Score -1.729729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108968 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -17297266.000000 Penalty: 5756.529297
	Iteration 155Q: 3 clusters Score -1.729727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108971 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17297270.000000 Penalty: 5756.529297
	Iteration 156Q: 3 clusters Score -1.729727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17297278.000000 Penalty: 5756.529297
	Iteration 157Q: 3 clusters Score -1.729728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108975 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -17297276.000000 Penalty: 5756.529297
	Iteration 158Q: 3 clusters Score -1.729728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -17297268.000000 Penalty: 5756.529297
	Iteration 159Q: 3 clusters Score -1.729727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17297280.000000 Penalty: 5756.529297
	Iteration 160F: 3 clusters Score -1.729728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -17297290.000000 Penalty: 5756.529297
	Iteration 161Q: 3 clusters Score -1.729729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108983 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -17297298.000000 Penalty: 5756.529297
	Iteration 162Q: 3 clusters Score -1.72973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -17297298.000000 Penalty: 5756.529297
	Iteration 163Q: 3 clusters Score -1.72973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -17297298.000000 Penalty: 5756.529297
	Iteration 164F: 3 clusters Score -1.72973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -435723.500000 Penalty: 1979.723877
	Iteration 0F: 2 clusters Score -435723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -432517.031250 Penalty: 3959.447754
	Iteration 0F: 3 clusters Score -432517 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -433148.281250 Penalty: 3959.447754
	Iteration 1F: 3 clusters Score -433148.3 nChanged 222
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: -433298.968750 Penalty: 3959.447754
	Iteration 2F: 3 clusters Score -433299 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -433370.875000 Penalty: 3959.447754
	Iteration 3Q: 3 clusters Score -433370.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -433419.000000 Penalty: 3959.447754
	Iteration 4Q: 3 clusters Score -433419 nChanged 71
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: -433462.531250 Penalty: 3959.447754
	Iteration 5Q: 3 clusters Score -433462.5 nChanged 58
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: -433494.718750 Penalty: 3959.447754
	Iteration 6Q: 3 clusters Score -433494.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -433515.750000 Penalty: 3959.447754
	Iteration 7Q: 3 clusters Score -433515.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -433526.562500 Penalty: 3959.447754
	Iteration 8Q: 3 clusters Score -433526.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -433533.718750 Penalty: 3959.447754
	Iteration 9Q: 3 clusters Score -433533.7 nChanged 13
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: -433540.125000 Penalty: 3959.447754
	Iteration 10Q: 3 clusters Score -433540.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -433546.062500 Penalty: 3959.447754
	Iteration 11Q: 3 clusters Score -433546.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -433553.843750 Penalty: 3959.447754
	Iteration 12Q: 3 clusters Score -433553.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -433557.937500 Penalty: 3959.447754
	Iteration 13Q: 3 clusters Score -433557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -433560.125000 Penalty: 3959.447754
	Iteration 14Q: 3 clusters Score -433560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -433562.187500 Penalty: 3959.447754
	Iteration 15Q: 3 clusters Score -433562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -433565.625000 Penalty: 3959.447754
	Iteration 16Q: 3 clusters Score -433565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -433568.500000 Penalty: 3959.447754
	Iteration 17Q: 3 clusters Score -433568.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -433575.562500 Penalty: 3959.447754
	Iteration 18Q: 3 clusters Score -433575.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -433579.500000 Penalty: 3959.447754
	Iteration 19Q: 3 clusters Score -433579.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -433584.718750 Penalty: 3959.447754
	Iteration 20F: 3 clusters Score -433584.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -433590.531250 Penalty: 3959.447754
	Iteration 21Q: 3 clusters Score -433590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -433594.156250 Penalty: 3959.447754
	Iteration 22Q: 3 clusters Score -433594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -433595.093750 Penalty: 3959.447754
	Iteration 23Q: 3 clusters Score -433595.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -433598.187500 Penalty: 3959.447754
	Iteration 24Q: 3 clusters Score -433598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -433598.093750 Penalty: 3959.447754
	Iteration 25Q: 3 clusters Score -433598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -433598.156250 Penalty: 3959.447754
	Iteration 26Q: 3 clusters Score -433598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -433598.781250 Penalty: 3959.447754
	Iteration 27Q: 3 clusters Score -433598.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -433598.781250 Penalty: 3959.447754
	Iteration 28F: 3 clusters Score -433598.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (98421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Entering Unmasked Estep 
Score: -15536943.000000 Penalty: 2851.258301
	Iteration 0F: 2 clusters Score -1.553694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -15471940.000000 Penalty: 5702.516602
	Iteration 0F: 3 clusters Score -1.547194e+07 nChanged 46715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -15498963.000000 Penalty: 5702.516602
	Iteration 1F: 3 clusters Score -1.549896e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -15499986.000000 Penalty: 5702.516602
	Iteration 2Q: 3 clusters Score -1.549999e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -15501394.000000 Penalty: 5702.516602
	Iteration 3Q: 3 clusters Score -1.550139e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -15503520.000000 Penalty: 5702.516602
	Iteration 4Q: 3 clusters Score -1.550352e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -15506737.000000 Penalty: 5702.516602
	Iteration 5F: 3 clusters Score -1.550674e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -15511663.000000 Penalty: 5702.516602
	Iteration 6F: 3 clusters Score -1.551166e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -15517724.000000 Penalty: 5702.516602
	Iteration 7F: 3 clusters Score -1.551772e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -15524253.000000 Penalty: 5702.516602
	Iteration 8F: 3 clusters Score -1.552425e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -15529450.000000 Penalty: 5702.516602
	Iteration 9F: 3 clusters Score -1.552945e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -15532329.000000 Penalty: 5702.516602
	Iteration 10Q: 3 clusters Score -1.553233e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 97201 members 
Entering Unmasked Estep 
Score: -15533540.000000 Penalty: 5702.516602
	Iteration 11Q: 3 clusters Score -1.553354e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -15534031.000000 Penalty: 5702.516602
	Iteration 12Q: 3 clusters Score -1.553403e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -15534219.000000 Penalty: 5702.516602
	Iteration 13Q: 3 clusters Score -1.553422e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 98071 members 
Entering Unmasked Estep 
Score: -15534298.000000 Penalty: 5702.516602
	Iteration 14Q: 3 clusters Score -1.55343e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 98113 members 
Entering Unmasked Estep 
Score: -15534346.000000 Penalty: 5702.516602
	Iteration 15Q: 3 clusters Score -1.553435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 98141 members 
Entering Unmasked Estep 
Score: -15534394.000000 Penalty: 5702.516602
	Iteration 16Q: 3 clusters Score -1.553439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 98147 members 
Entering Unmasked Estep 
Score: -15534405.000000 Penalty: 5702.516602
	Iteration 17Q: 3 clusters Score -1.55344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -15534420.000000 Penalty: 5702.516602
	Iteration 18Q: 3 clusters Score -1.553442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -15534428.000000 Penalty: 5702.516602
	Iteration 19Q: 3 clusters Score -1.553443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 98158 members 
Entering Unmasked Estep 
Score: -15534422.000000 Penalty: 5702.516602
	Iteration 20F: 3 clusters Score -1.553442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -15534430.000000 Penalty: 5702.516602
	Iteration 21Q: 3 clusters Score -1.553443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -15534438.000000 Penalty: 5702.516602
	Iteration 22Q: 3 clusters Score -1.553444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -15534447.000000 Penalty: 5702.516602
	Iteration 23Q: 3 clusters Score -1.553445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -15534447.000000 Penalty: 5702.516602
	Iteration 24F: 3 clusters Score -1.553445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73669.468750 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73669.47 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73888.968750 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73888.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73962.921875 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -73962.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73999.515625 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -73999.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -74008.406250 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -74008.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74011.640625 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -74011.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74015.265625 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -74015.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74017.703125 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -74017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74017.703125 Penalty: 3144.818115
	Iteration 8F: 3 clusters Score -74017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Entering Unmasked Estep 
Score: -2411136.000000 Penalty: 2390.439941
	Iteration 0F: 2 clusters Score -2411136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2400087.500000 Penalty: 4780.879883
	Iteration 0F: 3 clusters Score -2400088 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2403508.250000 Penalty: 4780.879883
	Iteration 1F: 3 clusters Score -2403508 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2403881.250000 Penalty: 4780.879883
	Iteration 2F: 3 clusters Score -2403881 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2404174.250000 Penalty: 4780.879883
	Iteration 3Q: 3 clusters Score -2404174 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2404518.500000 Penalty: 4780.879883
	Iteration 4Q: 3 clusters Score -2404518 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2404881.500000 Penalty: 4780.879883
	Iteration 5Q: 3 clusters Score -2404882 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2405300.750000 Penalty: 4780.879883
	Iteration 6Q: 3 clusters Score -2405301 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2405859.500000 Penalty: 4780.879883
	Iteration 7F: 3 clusters Score -2405860 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2406553.250000 Penalty: 4780.879883
	Iteration 8F: 3 clusters Score -2406553 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2407301.500000 Penalty: 4780.879883
	Iteration 9F: 3 clusters Score -2407302 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2407921.750000 Penalty: 4780.879883
	Iteration 10Q: 3 clusters Score -2407922 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2408353.250000 Penalty: 4780.879883
	Iteration 11Q: 3 clusters Score -2408353 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2408647.250000 Penalty: 4780.879883
	Iteration 12Q: 3 clusters Score -2408647 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2408838.500000 Penalty: 4780.879883
	Iteration 13Q: 3 clusters Score -2408838 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2408974.500000 Penalty: 4780.879883
	Iteration 14Q: 3 clusters Score -2408974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2409098.000000 Penalty: 4780.879883
	Iteration 15Q: 3 clusters Score -2409098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2409187.750000 Penalty: 4780.879883
	Iteration 16Q: 3 clusters Score -2409188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2409254.000000 Penalty: 4780.879883
	Iteration 17Q: 3 clusters Score -2409254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2409297.500000 Penalty: 4780.879883
	Iteration 18Q: 3 clusters Score -2409298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2409340.000000 Penalty: 4780.879883
	Iteration 19Q: 3 clusters Score -2409340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2409381.750000 Penalty: 4780.879883
	Iteration 20F: 3 clusters Score -2409382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2409397.750000 Penalty: 4780.879883
	Iteration 21Q: 3 clusters Score -2409398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2409409.250000 Penalty: 4780.879883
	Iteration 22Q: 3 clusters Score -2409409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2409422.000000 Penalty: 4780.879883
	Iteration 23Q: 3 clusters Score -2409422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2409424.500000 Penalty: 4780.879883
	Iteration 24Q: 3 clusters Score -2409424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2409423.000000 Penalty: 4780.879883
	Iteration 25Q: 3 clusters Score -2409423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2409427.750000 Penalty: 4780.879883
	Iteration 26Q: 3 clusters Score -2409428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2409430.750000 Penalty: 4780.879883
	Iteration 27Q: 3 clusters Score -2409431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2409433.500000 Penalty: 4780.879883
	Iteration 28Q: 3 clusters Score -2409434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2409432.250000 Penalty: 4780.879883
	Iteration 29Q: 3 clusters Score -2409432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2409436.250000 Penalty: 4780.879883
	Iteration 30Q: 3 clusters Score -2409436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2409434.750000 Penalty: 4780.879883
	Iteration 31Q: 3 clusters Score -2409435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2409437.000000 Penalty: 4780.879883
	Iteration 32Q: 3 clusters Score -2409437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2409439.000000 Penalty: 4780.879883
	Iteration 33Q: 3 clusters Score -2409439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2409441.000000 Penalty: 4780.879883
	Iteration 34Q: 3 clusters Score -2409441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2409439.250000 Penalty: 4780.879883
	Iteration 35Q: 3 clusters Score -2409439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2409439.250000 Penalty: 4780.879883
	Iteration 36F: 3 clusters Score -2409439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -429849.718750 Penalty: 1976.743652
	Iteration 0F: 2 clusters Score -429849.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -426668.875000 Penalty: 3953.487305
	Iteration 0F: 3 clusters Score -426668.9 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -427465.718750 Penalty: 3953.487305
	Iteration 1F: 3 clusters Score -427465.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -427767.875000 Penalty: 3953.487305
	Iteration 2F: 3 clusters Score -427767.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -427986.843750 Penalty: 3953.487305
	Iteration 3F: 3 clusters Score -427986.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -428120.968750 Penalty: 3953.487305
	Iteration 4Q: 3 clusters Score -428121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -428237.031250 Penalty: 3953.487305
	Iteration 5Q: 3 clusters Score -428237 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -428333.156250 Penalty: 3953.487305
	Iteration 6Q: 3 clusters Score -428333.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -428428.875000 Penalty: 3953.487305
	Iteration 7Q: 3 clusters Score -428428.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -428506.375000 Penalty: 3953.487305
	Iteration 8Q: 3 clusters Score -428506.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -428575.500000 Penalty: 3953.487305
	Iteration 9Q: 3 clusters Score -428575.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -428635.812500 Penalty: 3953.487305
	Iteration 10Q: 3 clusters Score -428635.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -428660.375000 Penalty: 3953.487305
	Iteration 11Q: 3 clusters Score -428660.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -428678.593750 Penalty: 3953.487305
	Iteration 12Q: 3 clusters Score -428678.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -428693.250000 Penalty: 3953.487305
	Iteration 13Q: 3 clusters Score -428693.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -428705.250000 Penalty: 3953.487305
	Iteration 14Q: 3 clusters Score -428705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -428710.375000 Penalty: 3953.487305
	Iteration 15Q: 3 clusters Score -428710.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -428717.187500 Penalty: 3953.487305
	Iteration 16Q: 3 clusters Score -428717.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -428726.375000 Penalty: 3953.487305
	Iteration 17Q: 3 clusters Score -428726.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -428732.937500 Penalty: 3953.487305
	Iteration 18Q: 3 clusters Score -428732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -428739.375000 Penalty: 3953.487305
	Iteration 19Q: 3 clusters Score -428739.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -428749.125000 Penalty: 3953.487305
	Iteration 20F: 3 clusters Score -428749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -428758.187500 Penalty: 3953.487305
	Iteration 21Q: 3 clusters Score -428758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -428763.406250 Penalty: 3953.487305
	Iteration 22Q: 3 clusters Score -428763.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -428767.625000 Penalty: 3953.487305
	Iteration 23Q: 3 clusters Score -428767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -428771.468750 Penalty: 3953.487305
	Iteration 24Q: 3 clusters Score -428771.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -428774.218750 Penalty: 3953.487305
	Iteration 25Q: 3 clusters Score -428774.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -428775.687500 Penalty: 3953.487305
	Iteration 26Q: 3 clusters Score -428775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -428775.437500 Penalty: 3953.487305
	Iteration 27Q: 3 clusters Score -428775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -428775.437500 Penalty: 3953.487305
	Iteration 28F: 3 clusters Score -428775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Entering Unmasked Estep 
Score: -4340141.500000 Penalty: 2540.491211
	Iteration 0F: 2 clusters Score -4340142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -4320844.000000 Penalty: 5080.982422
	Iteration 0F: 3 clusters Score -4320844 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4327644.500000 Penalty: 5080.982422
	Iteration 1F: 3 clusters Score -4327644 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4327949.000000 Penalty: 5080.982422
	Iteration 2Q: 3 clusters Score -4327949 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4328255.500000 Penalty: 5080.982422
	Iteration 3Q: 3 clusters Score -4328256 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -4328502.500000 Penalty: 5080.982422
	Iteration 4Q: 3 clusters Score -4328502 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -4328731.500000 Penalty: 5080.982422
	Iteration 5Q: 3 clusters Score -4328732 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4328982.500000 Penalty: 5080.982422
	Iteration 6Q: 3 clusters Score -4328982 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -4329268.500000 Penalty: 5080.982422
	Iteration 7Q: 3 clusters Score -4329268 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4329629.500000 Penalty: 5080.982422
	Iteration 8Q: 3 clusters Score -4329630 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4330143.000000 Penalty: 5080.982422
	Iteration 9Q: 3 clusters Score -4330143 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -4330886.500000 Penalty: 5080.982422
	Iteration 10Q: 3 clusters Score -4330886 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4331980.500000 Penalty: 5080.982422
	Iteration 11F: 3 clusters Score -4331980 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4333444.000000 Penalty: 5080.982422
	Iteration 12F: 3 clusters Score -4333444 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4335036.500000 Penalty: 5080.982422
	Iteration 13F: 3 clusters Score -4335036 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4336357.000000 Penalty: 5080.982422
	Iteration 14Q: 3 clusters Score -4336357 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4337149.500000 Penalty: 5080.982422
	Iteration 15Q: 3 clusters Score -4337150 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4337543.500000 Penalty: 5080.982422
	Iteration 16Q: 3 clusters Score -4337544 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4337747.000000 Penalty: 5080.982422
	Iteration 17Q: 3 clusters Score -4337747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4337833.500000 Penalty: 5080.982422
	Iteration 18Q: 3 clusters Score -4337834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4337868.000000 Penalty: 5080.982422
	Iteration 19Q: 3 clusters Score -4337868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4337893.500000 Penalty: 5080.982422
	Iteration 20F: 3 clusters Score -4337894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4337910.000000 Penalty: 5080.982422
	Iteration 21Q: 3 clusters Score -4337910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4337931.500000 Penalty: 5080.982422
	Iteration 22Q: 3 clusters Score -4337932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4337930.000000 Penalty: 5080.982422
	Iteration 23Q: 3 clusters Score -4337930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4337937.500000 Penalty: 5080.982422
	Iteration 24Q: 3 clusters Score -4337938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4337945.000000 Penalty: 5080.982422
	Iteration 25Q: 3 clusters Score -4337945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4337946.500000 Penalty: 5080.982422
	Iteration 26Q: 3 clusters Score -4337946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4337954.500000 Penalty: 5080.982422
	Iteration 27Q: 3 clusters Score -4337954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4337957.000000 Penalty: 5080.982422
	Iteration 28Q: 3 clusters Score -4337957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4337962.500000 Penalty: 5080.982422
	Iteration 29Q: 3 clusters Score -4337962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4337964.000000 Penalty: 5080.982422
	Iteration 30Q: 3 clusters Score -4337964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4337967.000000 Penalty: 5080.982422
	Iteration 31Q: 3 clusters Score -4337967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4337967.500000 Penalty: 5080.982422
	Iteration 32Q: 3 clusters Score -4337968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4337967.500000 Penalty: 5080.982422
	Iteration 33F: 3 clusters Score -4337968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Entering Unmasked Estep 
Score: -4512371.000000 Penalty: 2543.899414
	Iteration 0F: 2 clusters Score -4512371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4492825.500000 Penalty: 5087.798828
	Iteration 0F: 3 clusters Score -4492826 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4499485.000000 Penalty: 5087.798828
	Iteration 1F: 3 clusters Score -4499485 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4499920.000000 Penalty: 5087.798828
	Iteration 2Q: 3 clusters Score -4499920 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -4500311.000000 Penalty: 5087.798828
	Iteration 3Q: 3 clusters Score -4500311 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4500721.500000 Penalty: 5087.798828
	Iteration 4Q: 3 clusters Score -4500722 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -4501147.500000 Penalty: 5087.798828
	Iteration 5Q: 3 clusters Score -4501148 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4501643.000000 Penalty: 5087.798828
	Iteration 6Q: 3 clusters Score -4501643 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4502330.500000 Penalty: 5087.798828
	Iteration 7Q: 3 clusters Score -4502330 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4503277.000000 Penalty: 5087.798828
	Iteration 8F: 3 clusters Score -4503277 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4504515.000000 Penalty: 5087.798828
	Iteration 9F: 3 clusters Score -4504515 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4505919.000000 Penalty: 5087.798828
	Iteration 10F: 3 clusters Score -4505919 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4507343.000000 Penalty: 5087.798828
	Iteration 11F: 3 clusters Score -4507343 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4508490.500000 Penalty: 5087.798828
	Iteration 12Q: 3 clusters Score -4508490 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4509145.000000 Penalty: 5087.798828
	Iteration 13Q: 3 clusters Score -4509145 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4509601.500000 Penalty: 5087.798828
	Iteration 14Q: 3 clusters Score -4509602 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4509836.000000 Penalty: 5087.798828
	Iteration 15Q: 3 clusters Score -4509836 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4509968.000000 Penalty: 5087.798828
	Iteration 16Q: 3 clusters Score -4509968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4510041.500000 Penalty: 5087.798828
	Iteration 17Q: 3 clusters Score -4510042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4510097.500000 Penalty: 5087.798828
	Iteration 18Q: 3 clusters Score -4510098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4510133.000000 Penalty: 5087.798828
	Iteration 19Q: 3 clusters Score -4510133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4510149.500000 Penalty: 5087.798828
	Iteration 20F: 3 clusters Score -4510150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4510157.500000 Penalty: 5087.798828
	Iteration 21Q: 3 clusters Score -4510158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4510161.000000 Penalty: 5087.798828
	Iteration 22Q: 3 clusters Score -4510161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4510170.500000 Penalty: 5087.798828
	Iteration 23Q: 3 clusters Score -4510170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4510175.500000 Penalty: 5087.798828
	Iteration 24Q: 3 clusters Score -4510176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4510180.000000 Penalty: 5087.798828
	Iteration 25Q: 3 clusters Score -4510180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4510199.500000 Penalty: 5087.798828
	Iteration 26Q: 3 clusters Score -4510200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4510205.500000 Penalty: 5087.798828
	Iteration 27Q: 3 clusters Score -4510206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4510227.000000 Penalty: 5087.798828
	Iteration 28Q: 3 clusters Score -4510227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4510234.500000 Penalty: 5087.798828
	Iteration 29Q: 3 clusters Score -4510234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4510242.000000 Penalty: 5087.798828
	Iteration 30Q: 3 clusters Score -4510242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4510250.500000 Penalty: 5087.798828
	Iteration 31Q: 3 clusters Score -4510250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4510248.500000 Penalty: 5087.798828
	Iteration 32Q: 3 clusters Score -4510248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4510253.000000 Penalty: 5087.798828
	Iteration 33Q: 3 clusters Score -4510253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4510250.000000 Penalty: 5087.798828
	Iteration 34Q: 3 clusters Score -4510250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4510255.000000 Penalty: 5087.798828
	Iteration 35Q: 3 clusters Score -4510255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4510257.000000 Penalty: 5087.798828
	Iteration 36Q: 3 clusters Score -4510257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4510259.000000 Penalty: 5087.798828
	Iteration 37Q: 3 clusters Score -4510259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4510259.000000 Penalty: 5087.798828
	Iteration 38F: 3 clusters Score -4510259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Entering Unmasked Estep 
Score: -12155.465820 Penalty: 1290.593628
	Iteration 0F: 2 clusters Score -12155.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11353.618164 Penalty: 2581.187256
	Iteration 0F: 3 clusters Score -11353.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11553.723633 Penalty: 2581.187256
	Iteration 1F: 3 clusters Score -11553.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11740.966797 Penalty: 2581.187256
	Iteration 2Q: 3 clusters Score -11740.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11763.891602 Penalty: 2581.187256
	Iteration 3Q: 3 clusters Score -11763.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11804.557617 Penalty: 2581.187256
	Iteration 4Q: 3 clusters Score -11804.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11812.388672 Penalty: 2581.187256
	Iteration 5Q: 3 clusters Score -11812.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11812.388672 Penalty: 2581.187256
	Iteration 6F: 3 clusters Score -11812.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Entering Unmasked Estep 
Score: -1101670.250000 Penalty: 2211.592773
	Iteration 0F: 2 clusters Score -1101670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1095601.500000 Penalty: 4423.185547
	Iteration 0F: 3 clusters Score -1095602 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1097343.125000 Penalty: 4423.185547
	Iteration 1F: 3 clusters Score -1097343 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1097796.375000 Penalty: 4423.185547
	Iteration 2F: 3 clusters Score -1097796 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1098260.875000 Penalty: 4423.185547
	Iteration 3F: 3 clusters Score -1098261 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1098786.750000 Penalty: 4423.185547
	Iteration 4F: 3 clusters Score -1098787 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1099344.000000 Penalty: 4423.185547
	Iteration 5F: 3 clusters Score -1099344 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1099841.250000 Penalty: 4423.185547
	Iteration 6F: 3 clusters Score -1099841 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1100149.000000 Penalty: 4423.185547
	Iteration 7F: 3 clusters Score -1100149 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1100361.750000 Penalty: 4423.185547
	Iteration 8Q: 3 clusters Score -1100362 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1100536.875000 Penalty: 4423.185547
	Iteration 9Q: 3 clusters Score -1100537 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1100688.375000 Penalty: 4423.185547
	Iteration 10Q: 3 clusters Score -1100688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1100823.500000 Penalty: 4423.185547
	Iteration 11Q: 3 clusters Score -1100824 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1100936.875000 Penalty: 4423.185547
	Iteration 12Q: 3 clusters Score -1100937 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1101015.500000 Penalty: 4423.185547
	Iteration 13Q: 3 clusters Score -1101016 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1101074.875000 Penalty: 4423.185547
	Iteration 14Q: 3 clusters Score -1101075 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1101126.000000 Penalty: 4423.185547
	Iteration 15Q: 3 clusters Score -1101126 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1101164.000000 Penalty: 4423.185547
	Iteration 16Q: 3 clusters Score -1101164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1101190.250000 Penalty: 4423.185547
	Iteration 17Q: 3 clusters Score -1101190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1101215.375000 Penalty: 4423.185547
	Iteration 18Q: 3 clusters Score -1101215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1101231.500000 Penalty: 4423.185547
	Iteration 19Q: 3 clusters Score -1101232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1101245.875000 Penalty: 4423.185547
	Iteration 20F: 3 clusters Score -1101246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1101258.500000 Penalty: 4423.185547
	Iteration 21Q: 3 clusters Score -1101258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1101264.750000 Penalty: 4423.185547
	Iteration 22Q: 3 clusters Score -1101265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1101277.000000 Penalty: 4423.185547
	Iteration 23Q: 3 clusters Score -1101277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1101287.375000 Penalty: 4423.185547
	Iteration 24Q: 3 clusters Score -1101287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1101299.250000 Penalty: 4423.185547
	Iteration 25Q: 3 clusters Score -1101299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1101311.250000 Penalty: 4423.185547
	Iteration 26Q: 3 clusters Score -1101311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1101321.125000 Penalty: 4423.185547
	Iteration 27Q: 3 clusters Score -1101321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1101330.375000 Penalty: 4423.185547
	Iteration 28Q: 3 clusters Score -1101330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1101337.750000 Penalty: 4423.185547
	Iteration 29Q: 3 clusters Score -1101338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1101350.000000 Penalty: 4423.185547
	Iteration 30Q: 3 clusters Score -1101350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1101361.250000 Penalty: 4423.185547
	Iteration 31Q: 3 clusters Score -1101361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1101373.625000 Penalty: 4423.185547
	Iteration 32Q: 3 clusters Score -1101374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1101384.750000 Penalty: 4423.185547
	Iteration 33Q: 3 clusters Score -1101385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1101395.375000 Penalty: 4423.185547
	Iteration 34Q: 3 clusters Score -1101395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1101407.125000 Penalty: 4423.185547
	Iteration 35Q: 3 clusters Score -1101407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1101419.000000 Penalty: 4423.185547
	Iteration 36Q: 3 clusters Score -1101419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1101428.125000 Penalty: 4423.185547
	Iteration 37Q: 3 clusters Score -1101428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1101431.750000 Penalty: 4423.185547
	Iteration 38Q: 3 clusters Score -1101432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1101435.375000 Penalty: 4423.185547
	Iteration 39Q: 3 clusters Score -1101435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1101440.000000 Penalty: 4423.185547
	Iteration 40F: 3 clusters Score -1101440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1101442.000000 Penalty: 4423.185547
	Iteration 41Q: 3 clusters Score -1101442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1101444.125000 Penalty: 4423.185547
	Iteration 42Q: 3 clusters Score -1101444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1101444.125000 Penalty: 4423.185547
	Iteration 43Q: 3 clusters Score -1101444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1101444.125000 Penalty: 4423.185547
	Iteration 44Q: 3 clusters Score -1101444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1101444.125000 Penalty: 4423.185547
	Iteration 45F: 3 clusters Score -1101444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -144523.375000 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -144523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -142537.734375 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -142537.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -142979.843750 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -142979.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -143376.718750 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -143376.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -144433.781250 Penalty: 3451.861816
	Iteration 3F: 3 clusters Score -144433.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -144703.812500 Penalty: 3451.861816
	Iteration 4F: 3 clusters Score -144703.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -144878.500000 Penalty: 3451.861816
	Iteration 5F: 3 clusters Score -144878.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -145011.625000 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -145011.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -145112.171875 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -145112.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -145198.250000 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -145198.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -145267.375000 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -145267.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -145295.828125 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -145295.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -145314.343750 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -145314.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -145329.625000 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -145329.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -145357.046875 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -145357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -145385.796875 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -145385.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -145422.515625 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -145422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -145445.390625 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -145445.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -145468.093750 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -145468.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -145490.609375 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -145490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -145517.937500 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -145517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -145547.890625 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -145547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -145568.046875 Penalty: 3451.861816
	Iteration 21Q: 3 clusters Score -145568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -145574.843750 Penalty: 3451.861816
	Iteration 22Q: 3 clusters Score -145574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -145580.171875 Penalty: 3451.861816
	Iteration 23Q: 3 clusters Score -145580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -145584.359375 Penalty: 3451.861816
	Iteration 24Q: 3 clusters Score -145584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -145589.062500 Penalty: 3451.861816
	Iteration 25Q: 3 clusters Score -145589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -145593.312500 Penalty: 3451.861816
	Iteration 26Q: 3 clusters Score -145593.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -145613.000000 Penalty: 3451.861816
	Iteration 27Q: 3 clusters Score -145613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -145666.515625 Penalty: 3451.861816
	Iteration 28Q: 3 clusters Score -145666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -145676.890625 Penalty: 3451.861816
	Iteration 29Q: 3 clusters Score -145676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -145679.562500 Penalty: 3451.861816
	Iteration 30Q: 3 clusters Score -145679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -145679.562500 Penalty: 3451.861816
	Iteration 31F: 3 clusters Score -145679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126476 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24537 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109744 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15350 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28111 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 748 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Mstep: Class 38 contains 305 members 
Entering Unmasked Estep 
Score: -86722184.000000 Penalty: 124812.671875
Splitting cluster 34 changes total score from -86722488.000000 to -86722184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34712.914062 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34712.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34823.957031 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34823.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34845.210938 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34845.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34858.125000 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -34858.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34868.667969 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -34868.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34875.406250 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -34875.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34875.406250 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -34875.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37244.480469 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37244.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37378.210938 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37378.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37410.648438 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37410.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -37427.988281 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37427.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37435.871094 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37435.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37439.863281 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37439.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37441.054688 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37441.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37443.898438 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37443.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37443.898438 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -37443.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -17885.277344 Penalty: 1336.489868
	Iteration 0F: 2 clusters Score -17885.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16914.531250 Penalty: 2672.979736
	Iteration 0F: 3 clusters Score -16914.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17123.552734 Penalty: 2672.979736
	Iteration 1F: 3 clusters Score -17123.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17265.576172 Penalty: 2672.979736
	Iteration 2F: 3 clusters Score -17265.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17347.212891 Penalty: 2672.979736
	Iteration 3F: 3 clusters Score -17347.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17414.898438 Penalty: 2672.979736
	Iteration 4Q: 3 clusters Score -17414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17522.781250 Penalty: 2672.979736
	Iteration 5Q: 3 clusters Score -17522.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17575.705078 Penalty: 2672.979736
	Iteration 6Q: 3 clusters Score -17575.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17593.656250 Penalty: 2672.979736
	Iteration 7Q: 3 clusters Score -17593.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17666.021484 Penalty: 2672.979736
	Iteration 8Q: 3 clusters Score -17666.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17694.974609 Penalty: 2672.979736
	Iteration 9Q: 3 clusters Score -17694.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17709.685547 Penalty: 2672.979736
	Iteration 10Q: 3 clusters Score -17709.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17727.248047 Penalty: 2672.979736
	Iteration 11Q: 3 clusters Score -17727.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17766.296875 Penalty: 2672.979736
	Iteration 12Q: 3 clusters Score -17766.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17766.580078 Penalty: 2672.979736
	Iteration 13F: 3 clusters Score -17766.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17938.271484 Penalty: 2672.979736
	Iteration 14Q: 3 clusters Score -17938.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18009.121094 Penalty: 2672.979736
	Iteration 15Q: 3 clusters Score -18009.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18016.330078 Penalty: 2672.979736
	Iteration 16Q: 3 clusters Score -18016.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18016.330078 Penalty: 2672.979736
	Iteration 17F: 3 clusters Score -18016.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126476 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24537 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109744 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15350 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28111 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 82 members 
Mstep: Class 38 contains 137 members 
Entering Unmasked Estep 
Score: -86720776.000000 Penalty: 124812.671875
Splitting cluster 37 changes total score from -86722488.000000 to -86720776.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126476 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24537 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2375 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109744 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15350 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28111 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722632.000000 Penalty: 121528.132812
Iteration 119Q: 38 clusters Score -8.672263e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126473 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24537 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34538 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109789 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98375 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15355 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28108 members 
Mstep: Class 31 contains 28500 members 
Mstep: Class 32 contains 182 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723192.000000 Penalty: 121528.132812
Iteration 120F: 38 clusters Score -8.672319e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126458 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24528 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109832 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98347 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15357 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28105 members 
Mstep: Class 31 contains 28502 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723496.000000 Penalty: 121528.132812
Iteration 121Q: 38 clusters Score -8.67235e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126432 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24526 members 
Mstep: Class 12 contains 1933 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 12322 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34539 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109886 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98323 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15357 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28102 members 
Mstep: Class 31 contains 28504 members 
Mstep: Class 32 contains 193 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723328.000000 Penalty: 121528.132812
Iteration 122Q: 38 clusters Score -8.672333e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126431 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24522 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34538 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109907 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98301 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15358 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28098 members 
Mstep: Class 31 contains 28511 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723360.000000 Penalty: 121528.132812
Iteration 123Q: 38 clusters Score -8.672336e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6868 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126419 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24524 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 10340 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34539 members 
Mstep: Class 17 contains 1708 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109937 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98281 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15358 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28098 members 
Mstep: Class 31 contains 28513 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723376.000000 Penalty: 121528.132812
Iteration 124Q: 38 clusters Score -8.672338e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126416 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24517 members 
Mstep: Class 12 contains 1936 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2376 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109964 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98258 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15360 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28105 members 
Mstep: Class 31 contains 28515 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723408.000000 Penalty: 121528.132812
Iteration 125Q: 38 clusters Score -8.672341e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126397 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24512 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 10337 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34532 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110014 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98222 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15362 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28114 members 
Mstep: Class 31 contains 28518 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723352.000000 Penalty: 121528.132812
Iteration 126Q: 38 clusters Score -8.672335e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126376 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24507 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 10336 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110050 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98204 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15363 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28120 members 
Mstep: Class 31 contains 28515 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723336.000000 Penalty: 121528.132812
Iteration 127Q: 38 clusters Score -8.672334e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126376 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24503 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 10334 members 
Mstep: Class 14 contains 12330 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110056 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98200 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15364 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28122 members 
Mstep: Class 31 contains 28509 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723360.000000 Penalty: 121528.132812
Iteration 128Q: 38 clusters Score -8.672336e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126378 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24499 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 12332 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110068 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98192 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15366 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28123 members 
Mstep: Class 31 contains 28503 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 121528.132812
Iteration 129Q: 38 clusters Score -8.672329e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126389 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24489 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 12332 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2377 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110088 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98172 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15364 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28124 members 
Mstep: Class 31 contains 28503 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7461 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 121528.132812
Iteration 130Q: 38 clusters Score -8.672326e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126379 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24476 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 12331 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2378 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110113 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98165 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15364 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28128 members 
Mstep: Class 31 contains 28505 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7461 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 121528.132812
Iteration 131Q: 38 clusters Score -8.672322e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126347 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24469 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 12330 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34539 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110141 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98171 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15362 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28129 members 
Mstep: Class 31 contains 28507 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7461 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 121528.132812
Iteration 132Q: 38 clusters Score -8.672322e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126306 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24461 members 
Mstep: Class 12 contains 1940 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 12330 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110174 members 
Mstep: Class 25 contains 2929 members 
Mstep: Class 26 contains 98168 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15362 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28134 members 
Mstep: Class 31 contains 28513 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 121528.132812
Iteration 133Q: 38 clusters Score -8.672327e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126279 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24460 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 10333 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110198 members 
Mstep: Class 25 contains 2928 members 
Mstep: Class 26 contains 98174 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15363 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28131 members 
Mstep: Class 31 contains 28518 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 121528.132812
Iteration 134Q: 38 clusters Score -8.67233e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126257 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 10334 members 
Mstep: Class 14 contains 12330 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110211 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98181 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15364 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28130 members 
Mstep: Class 31 contains 28522 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 121528.132812
Iteration 135Q: 38 clusters Score -8.672326e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126250 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24447 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 10334 members 
Mstep: Class 14 contains 12331 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34538 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110229 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98177 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15362 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28130 members 
Mstep: Class 31 contains 28523 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7462 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 121528.132812
Iteration 136Q: 38 clusters Score -8.672321e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126225 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 10334 members 
Mstep: Class 14 contains 12330 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2382 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110241 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98185 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15363 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28130 members 
Mstep: Class 31 contains 28530 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 121528.132812
Iteration 137Q: 38 clusters Score -8.672313e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126213 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24441 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2383 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110246 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98186 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15365 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28128 members 
Mstep: Class 31 contains 28539 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723056.000000 Penalty: 121528.132812
Iteration 138Q: 38 clusters Score -8.672306e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126205 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24437 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2385 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110248 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98191 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15367 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28123 members 
Mstep: Class 31 contains 28545 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722944.000000 Penalty: 121528.132812
Iteration 139Q: 38 clusters Score -8.672294e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126198 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 24431 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110249 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98200 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15370 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28124 members 
Mstep: Class 31 contains 28545 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723048.000000 Penalty: 121528.132812
Iteration 140F: 38 clusters Score -8.672305e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126182 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24438 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2389 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110240 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 98215 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15372 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28124 members 
Mstep: Class 31 contains 28543 members 
Mstep: Class 32 contains 193 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723104.000000 Penalty: 121528.132812
Iteration 141Q: 38 clusters Score -8.67231e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126171 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24435 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110226 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98239 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15371 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28121 members 
Mstep: Class 31 contains 28544 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 121528.132812
Iteration 142Q: 38 clusters Score -8.672318e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126160 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24433 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110215 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98255 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15368 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28119 members 
Mstep: Class 31 contains 28548 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 121528.132812
Iteration 143Q: 38 clusters Score -8.672318e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126166 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24432 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34538 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2403 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110187 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98272 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15369 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28115 members 
Mstep: Class 31 contains 28552 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 121528.132812
Iteration 144Q: 38 clusters Score -8.672311e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126166 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24433 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110181 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98271 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15370 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28116 members 
Mstep: Class 31 contains 28558 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 121528.132812
Iteration 145Q: 38 clusters Score -8.672312e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126169 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24436 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110165 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98287 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15371 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28112 members 
Mstep: Class 31 contains 28558 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7463 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 121528.132812
Iteration 146Q: 38 clusters Score -8.672312e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126170 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24440 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 10335 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110142 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98295 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15373 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 28109 members 
Mstep: Class 31 contains 28568 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7464 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 121528.132812
Iteration 147Q: 38 clusters Score -8.672318e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126172 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24443 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 13 contains 10334 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2405 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110126 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98309 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15373 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28571 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7465 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 121528.132812
Iteration 148Q: 38 clusters Score -8.672316e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126193 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24437 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34532 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110096 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98322 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28571 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7465 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 121528.132812
Iteration 149Q: 38 clusters Score -8.672321e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126216 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24438 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110059 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98331 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15376 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28107 members 
Mstep: Class 31 contains 28575 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7465 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723280.000000 Penalty: 121528.132812
Iteration 150Q: 38 clusters Score -8.672328e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126213 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110042 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98345 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 2897 members 
Mstep: Class 30 contains 28101 members 
Mstep: Class 31 contains 28576 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7466 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 121528.132812
Iteration 151Q: 38 clusters Score -8.672322e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126215 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24443 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110033 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98345 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28099 members 
Mstep: Class 31 contains 28578 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723144.000000 Penalty: 121528.132812
Iteration 152Q: 38 clusters Score -8.672314e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126211 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24447 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1706 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110018 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98351 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28103 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723072.000000 Penalty: 121528.132812
Iteration 153Q: 38 clusters Score -8.672307e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126198 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24447 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 12329 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110013 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98362 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15380 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28107 members 
Mstep: Class 31 contains 28584 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723016.000000 Penalty: 121528.132812
Iteration 154Q: 38 clusters Score -8.672302e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126189 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24450 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 110007 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98366 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28108 members 
Mstep: Class 31 contains 28590 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 121528.132812
Iteration 155Q: 38 clusters Score -8.672311e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126207 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24449 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109989 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98376 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15381 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28107 members 
Mstep: Class 31 contains 28589 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 121528.132812
Iteration 156Q: 38 clusters Score -8.672308e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126211 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24450 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109986 members 
Mstep: Class 25 contains 2931 members 
Mstep: Class 26 contains 98380 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15380 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28105 members 
Mstep: Class 31 contains 28588 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723040.000000 Penalty: 121528.132812
Iteration 157Q: 38 clusters Score -8.672304e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126211 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24453 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109969 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98395 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15380 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28102 members 
Mstep: Class 31 contains 28591 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723064.000000 Penalty: 121528.132812
Iteration 158Q: 38 clusters Score -8.672306e+07 nChanged 111
Entering ConstructFrom: 
Score: -86723064.000000 Penalty: 121528.132812
Entering ConstructFrom: 
Trying to split cluster 1 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -109603.703125 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -109603.7 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 416 members 
Entering Unmasked Estep 
Score: -107880.593750 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -107880.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -108221.289062 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -108221.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108354.492188 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -108354.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108442.164062 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -108442.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -108528.421875 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -108528.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -108566.789062 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -108566.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -108587.257812 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -108587.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108616.179688 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -108616.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -108646.695312 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -108646.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108656.179688 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -108656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108663.031250 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -108663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108669.359375 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -108669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108671.867188 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -108671.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -108673.140625 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -108673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -108674.179688 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -108674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108675.148438 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -108675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108677.023438 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -108677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108677.531250 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -108677.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -108677.531250 Penalty: 3357.742432
	Iteration 18F: 3 clusters Score -108677.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -357253.343750 Penalty: 1929.307861
	Iteration 0F: 2 clusters Score -357253.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -354413.656250 Penalty: 3858.615723
	Iteration 0F: 3 clusters Score -354413.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -354958.406250 Penalty: 3858.615723
	Iteration 1F: 3 clusters Score -354958.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -355137.843750 Penalty: 3858.615723
	Iteration 2F: 3 clusters Score -355137.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -355260.281250 Penalty: 3858.615723
	Iteration 3F: 3 clusters Score -355260.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -355353.906250 Penalty: 3858.615723
	Iteration 4Q: 3 clusters Score -355353.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -355438.343750 Penalty: 3858.615723
	Iteration 5Q: 3 clusters Score -355438.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -355513.781250 Penalty: 3858.615723
	Iteration 6Q: 3 clusters Score -355513.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -355587.468750 Penalty: 3858.615723
	Iteration 7Q: 3 clusters Score -355587.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -355658.031250 Penalty: 3858.615723
	Iteration 8Q: 3 clusters Score -355658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -355715.656250 Penalty: 3858.615723
	Iteration 9Q: 3 clusters Score -355715.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -355759.468750 Penalty: 3858.615723
	Iteration 10Q: 3 clusters Score -355759.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -355790.250000 Penalty: 3858.615723
	Iteration 11Q: 3 clusters Score -355790.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -355817.687500 Penalty: 3858.615723
	Iteration 12Q: 3 clusters Score -355817.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -355838.343750 Penalty: 3858.615723
	Iteration 13Q: 3 clusters Score -355838.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -355866.562500 Penalty: 3858.615723
	Iteration 14Q: 3 clusters Score -355866.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -355884.875000 Penalty: 3858.615723
	Iteration 15Q: 3 clusters Score -355884.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -355899.593750 Penalty: 3858.615723
	Iteration 16Q: 3 clusters Score -355899.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -355910.781250 Penalty: 3858.615723
	Iteration 17Q: 3 clusters Score -355910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -355921.906250 Penalty: 3858.615723
	Iteration 18Q: 3 clusters Score -355921.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -355930.812500 Penalty: 3858.615723
	Iteration 19Q: 3 clusters Score -355930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -355936.843750 Penalty: 3858.615723
	Iteration 20F: 3 clusters Score -355936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -355944.625000 Penalty: 3858.615723
	Iteration 21Q: 3 clusters Score -355944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -355950.718750 Penalty: 3858.615723
	Iteration 22Q: 3 clusters Score -355950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -355955.062500 Penalty: 3858.615723
	Iteration 23Q: 3 clusters Score -355955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -355959.500000 Penalty: 3858.615723
	Iteration 24Q: 3 clusters Score -355959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -355963.406250 Penalty: 3858.615723
	Iteration 25Q: 3 clusters Score -355963.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -355966.562500 Penalty: 3858.615723
	Iteration 26Q: 3 clusters Score -355966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -355968.000000 Penalty: 3858.615723
	Iteration 27Q: 3 clusters Score -355968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -355969.312500 Penalty: 3858.615723
	Iteration 28Q: 3 clusters Score -355969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -355970.875000 Penalty: 3858.615723
	Iteration 29Q: 3 clusters Score -355970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -355971.250000 Penalty: 3858.615723
	Iteration 30Q: 3 clusters Score -355971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -355971.656250 Penalty: 3858.615723
	Iteration 31Q: 3 clusters Score -355971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -355972.156250 Penalty: 3858.615723
	Iteration 32Q: 3 clusters Score -355972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -355972.375000 Penalty: 3858.615723
	Iteration 33Q: 3 clusters Score -355972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -355972.968750 Penalty: 3858.615723
	Iteration 34Q: 3 clusters Score -355973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -355973.062500 Penalty: 3858.615723
	Iteration 35Q: 3 clusters Score -355973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -355974.468750 Penalty: 3858.615723
	Iteration 36Q: 3 clusters Score -355974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -355977.312500 Penalty: 3858.615723
	Iteration 37Q: 3 clusters Score -355977.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -355980.125000 Penalty: 3858.615723
	Iteration 38Q: 3 clusters Score -355980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -355981.531250 Penalty: 3858.615723
	Iteration 39Q: 3 clusters Score -355981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -355983.812500 Penalty: 3858.615723
	Iteration 40F: 3 clusters Score -355983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -355985.375000 Penalty: 3858.615723
	Iteration 41Q: 3 clusters Score -355985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -355985.281250 Penalty: 3858.615723
	Iteration 42Q: 3 clusters Score -355985.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -355986.312500 Penalty: 3858.615723
	Iteration 43Q: 3 clusters Score -355986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -355986.312500 Penalty: 3858.615723
	Iteration 44F: 3 clusters Score -355986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Entering Unmasked Estep 
Score: -2200848.000000 Penalty: 2367.804199
	Iteration 0F: 2 clusters Score -2200848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2190673.250000 Penalty: 4735.608398
	Iteration 0F: 3 clusters Score -2190673 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2194020.250000 Penalty: 4735.608398
	Iteration 1F: 3 clusters Score -2194020 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2194687.250000 Penalty: 4735.608398
	Iteration 2F: 3 clusters Score -2194687 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2195317.250000 Penalty: 4735.608398
	Iteration 3F: 3 clusters Score -2195317 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2195970.500000 Penalty: 4735.608398
	Iteration 4F: 3 clusters Score -2195970 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2196610.250000 Penalty: 4735.608398
	Iteration 5F: 3 clusters Score -2196610 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2197190.750000 Penalty: 4735.608398
	Iteration 6F: 3 clusters Score -2197191 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2197680.500000 Penalty: 4735.608398
	Iteration 7F: 3 clusters Score -2197680 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2198099.000000 Penalty: 4735.608398
	Iteration 8Q: 3 clusters Score -2198099 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2198474.750000 Penalty: 4735.608398
	Iteration 9Q: 3 clusters Score -2198475 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2198841.500000 Penalty: 4735.608398
	Iteration 10Q: 3 clusters Score -2198842 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2199175.500000 Penalty: 4735.608398
	Iteration 11Q: 3 clusters Score -2199176 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2199462.750000 Penalty: 4735.608398
	Iteration 12Q: 3 clusters Score -2199463 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2199625.250000 Penalty: 4735.608398
	Iteration 13Q: 3 clusters Score -2199625 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2199741.250000 Penalty: 4735.608398
	Iteration 14Q: 3 clusters Score -2199741 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2199816.250000 Penalty: 4735.608398
	Iteration 15Q: 3 clusters Score -2199816 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2199874.000000 Penalty: 4735.608398
	Iteration 16Q: 3 clusters Score -2199874 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2199921.750000 Penalty: 4735.608398
	Iteration 17Q: 3 clusters Score -2199922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2199971.750000 Penalty: 4735.608398
	Iteration 18Q: 3 clusters Score -2199972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2200006.750000 Penalty: 4735.608398
	Iteration 19Q: 3 clusters Score -2200007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2200021.000000 Penalty: 4735.608398
	Iteration 20F: 3 clusters Score -2200021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2200044.000000 Penalty: 4735.608398
	Iteration 21Q: 3 clusters Score -2200044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2200052.000000 Penalty: 4735.608398
	Iteration 22Q: 3 clusters Score -2200052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2200061.500000 Penalty: 4735.608398
	Iteration 23Q: 3 clusters Score -2200062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2200069.250000 Penalty: 4735.608398
	Iteration 24Q: 3 clusters Score -2200069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2200074.750000 Penalty: 4735.608398
	Iteration 25Q: 3 clusters Score -2200075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2200079.000000 Penalty: 4735.608398
	Iteration 26Q: 3 clusters Score -2200079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2200079.750000 Penalty: 4735.608398
	Iteration 27Q: 3 clusters Score -2200080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2200083.250000 Penalty: 4735.608398
	Iteration 28Q: 3 clusters Score -2200083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2200088.750000 Penalty: 4735.608398
	Iteration 29Q: 3 clusters Score -2200089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2200094.000000 Penalty: 4735.608398
	Iteration 30Q: 3 clusters Score -2200094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2200097.500000 Penalty: 4735.608398
	Iteration 31Q: 3 clusters Score -2200098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2200094.250000 Penalty: 4735.608398
	Iteration 32Q: 3 clusters Score -2200094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2200097.500000 Penalty: 4735.608398
	Iteration 33Q: 3 clusters Score -2200098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2200097.500000 Penalty: 4735.608398
	Iteration 34F: 3 clusters Score -2200098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Entering Unmasked Estep 
Score: -1028295.625000 Penalty: 2191.168213
	Iteration 0F: 2 clusters Score -1028296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1022561.812500 Penalty: 4382.336426
	Iteration 0F: 3 clusters Score -1022562 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1024109.812500 Penalty: 4382.336426
	Iteration 1F: 3 clusters Score -1024110 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1024383.312500 Penalty: 4382.336426
	Iteration 2F: 3 clusters Score -1024383 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1024570.500000 Penalty: 4382.336426
	Iteration 3F: 3 clusters Score -1024570 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1024700.062500 Penalty: 4382.336426
	Iteration 4Q: 3 clusters Score -1024700 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1024802.750000 Penalty: 4382.336426
	Iteration 5Q: 3 clusters Score -1024803 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1024899.625000 Penalty: 4382.336426
	Iteration 6Q: 3 clusters Score -1024900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1024987.875000 Penalty: 4382.336426
	Iteration 7Q: 3 clusters Score -1024988 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1025068.187500 Penalty: 4382.336426
	Iteration 8Q: 3 clusters Score -1025068 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1025151.187500 Penalty: 4382.336426
	Iteration 9Q: 3 clusters Score -1025151 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1025221.125000 Penalty: 4382.336426
	Iteration 10Q: 3 clusters Score -1025221 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1025304.375000 Penalty: 4382.336426
	Iteration 11Q: 3 clusters Score -1025304 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1025423.187500 Penalty: 4382.336426
	Iteration 12Q: 3 clusters Score -1025423 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1025538.250000 Penalty: 4382.336426
	Iteration 13Q: 3 clusters Score -1025538 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1025630.812500 Penalty: 4382.336426
	Iteration 14Q: 3 clusters Score -1025631 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1025724.687500 Penalty: 4382.336426
	Iteration 15Q: 3 clusters Score -1025725 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1025819.125000 Penalty: 4382.336426
	Iteration 16Q: 3 clusters Score -1025819 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1025934.250000 Penalty: 4382.336426
	Iteration 17Q: 3 clusters Score -1025934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1026038.562500 Penalty: 4382.336426
	Iteration 18Q: 3 clusters Score -1026039 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1026179.375000 Penalty: 4382.336426
	Iteration 19Q: 3 clusters Score -1026179 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1026356.250000 Penalty: 4382.336426
	Iteration 20F: 3 clusters Score -1026356 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1026565.875000 Penalty: 4382.336426
	Iteration 21Q: 3 clusters Score -1026566 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1026811.000000 Penalty: 4382.336426
	Iteration 22Q: 3 clusters Score -1026811 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1027098.500000 Penalty: 4382.336426
	Iteration 23Q: 3 clusters Score -1027098 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1027394.187500 Penalty: 4382.336426
	Iteration 24Q: 3 clusters Score -1027394 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1027706.500000 Penalty: 4382.336426
	Iteration 25Q: 3 clusters Score -1027706 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1027989.937500 Penalty: 4382.336426
	Iteration 26Q: 3 clusters Score -1027990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1028213.812500 Penalty: 4382.336426
	Iteration 27Q: 3 clusters Score -1028214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1028367.062500 Penalty: 4382.336426
	Iteration 28Q: 3 clusters Score -1028367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1028454.000000 Penalty: 4382.336426
	Iteration 29Q: 3 clusters Score -1028454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1028515.312500 Penalty: 4382.336426
	Iteration 30Q: 3 clusters Score -1028515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1028540.375000 Penalty: 4382.336426
	Iteration 31Q: 3 clusters Score -1028540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1028556.375000 Penalty: 4382.336426
	Iteration 32Q: 3 clusters Score -1028556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1028571.500000 Penalty: 4382.336426
	Iteration 33Q: 3 clusters Score -1028572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1028583.562500 Penalty: 4382.336426
	Iteration 34Q: 3 clusters Score -1028584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1028589.750000 Penalty: 4382.336426
	Iteration 35Q: 3 clusters Score -1028590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1028589.937500 Penalty: 4382.336426
	Iteration 36Q: 3 clusters Score -1028590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1028589.937500 Penalty: 4382.336426
	Iteration 37F: 3 clusters Score -1028590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 786 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126201 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109948 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28101 members 
Mstep: Class 31 contains 28593 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 6087 members 
Entering Unmasked Estep 
Score: -86722216.000000 Penalty: 124812.671875
Splitting cluster 4 changes total score from -86723064.000000 to -86722216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68389.679688 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68389.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67110.125000 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -67110.12 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67596.093750 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -67596.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67899.890625 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -67899.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -68304.781250 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -68304.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -68522.781250 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -68522.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -68791.593750 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -68791.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -68980.820312 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -68980.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -68983.695312 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -68983.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -68988.242188 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -68988.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -68988.242188 Penalty: 3097.106689
	Iteration 9F: 3 clusters Score -68988.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126201 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109948 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28101 members 
Mstep: Class 31 contains 28593 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 115 members 
Entering Unmasked Estep 
Score: -86721992.000000 Penalty: 124812.671875
Splitting cluster 5 changes total score from -86723064.000000 to -86721992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -228929.250000 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228929.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -229401.390625 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229401.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -229539.000000 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229539 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -229679.843750 Penalty: 3664.303711
	Iteration 3Q: 3 clusters Score -229679.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -229852.234375 Penalty: 3664.303711
	Iteration 4Q: 3 clusters Score -229852.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -230002.203125 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -230002.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -230118.421875 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -230118.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -230222.843750 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -230222.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -230312.828125 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230312.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -230408.593750 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230408.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -230490.453125 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230490.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -230579.671875 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230579.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -230668.546875 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230668.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -230730.468750 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230730.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -230779.531250 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -230779.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -230810.968750 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -230811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -230836.109375 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -230836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -230854.734375 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -230854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -230864.203125 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -230864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -230872.203125 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -230872.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -230878.328125 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -230878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -230889.953125 Penalty: 3664.303711
	Iteration 21Q: 3 clusters Score -230890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -230896.093750 Penalty: 3664.303711
	Iteration 22Q: 3 clusters Score -230896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -230898.734375 Penalty: 3664.303711
	Iteration 23Q: 3 clusters Score -230898.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -230898.734375 Penalty: 3664.303711
	Iteration 24F: 3 clusters Score -230898.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78399.906250 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78399.91 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78660.898438 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78660.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78751.007812 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78751.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78797.648438 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78797.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78833.289062 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78833.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78857.187500 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78857.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78901.968750 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78901.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78961.304688 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -78961.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79003.351562 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -79003.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79041.406250 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -79041.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79056.843750 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -79056.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79075.992188 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -79075.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79091.093750 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -79091.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79101.476562 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -79101.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -79110.695312 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -79110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79119.406250 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -79119.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79119.406250 Penalty: 3180.261963
	Iteration 16F: 3 clusters Score -79119.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -114656.601562 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -114656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112896.609375 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -112896.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113141.195312 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -113141.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -113210.546875 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -113210.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113247.210938 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -113247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113275.460938 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -113275.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113282.820312 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -113282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113283.757812 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -113283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -113285.031250 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -113285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113286.039062 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -113286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113288.703125 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -113288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113290.976562 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -113291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113295.617188 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -113295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113298.625000 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -113298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113300.500000 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -113300.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113301.257812 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -113301.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113301.257812 Penalty: 3292.729736
	Iteration 15F: 3 clusters Score -113301.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126201 members 
Entering Unmasked Estep 
Score: -19835994.000000 Penalty: 2912.916504
	Iteration 0F: 2 clusters Score -1.983599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -19755354.000000 Penalty: 5825.833008
	Iteration 0F: 3 clusters Score -1.975535e+07 nChanged 59975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -19789692.000000 Penalty: 5825.833008
	Iteration 1F: 3 clusters Score -1.978969e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -19790406.000000 Penalty: 5825.833008
	Iteration 2Q: 3 clusters Score -1.979041e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -19791188.000000 Penalty: 5825.833008
	Iteration 3Q: 3 clusters Score -1.979119e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -19791930.000000 Penalty: 5825.833008
	Iteration 4Q: 3 clusters Score -1.979193e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -19792982.000000 Penalty: 5825.833008
	Iteration 5Q: 3 clusters Score -1.979298e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -19794706.000000 Penalty: 5825.833008
	Iteration 6Q: 3 clusters Score -1.979471e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -19797938.000000 Penalty: 5825.833008
	Iteration 7Q: 3 clusters Score -1.979794e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 84980 members 
Entering Unmasked Estep 
Score: -19803170.000000 Penalty: 5825.833008
	Iteration 8F: 3 clusters Score -1.980317e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -19809754.000000 Penalty: 5825.833008
	Iteration 9F: 3 clusters Score -1.980975e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
Score: -19816746.000000 Penalty: 5825.833008
	Iteration 10F: 3 clusters Score -1.981675e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -19822244.000000 Penalty: 5825.833008
	Iteration 11F: 3 clusters Score -1.982224e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -19825870.000000 Penalty: 5825.833008
	Iteration 12Q: 3 clusters Score -1.982587e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -19828274.000000 Penalty: 5825.833008
	Iteration 13Q: 3 clusters Score -1.982827e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 119505 members 
Entering Unmasked Estep 
Score: -19829882.000000 Penalty: 5825.833008
	Iteration 14Q: 3 clusters Score -1.982988e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 121256 members 
Entering Unmasked Estep 
Score: -19830942.000000 Penalty: 5825.833008
	Iteration 15Q: 3 clusters Score -1.983094e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -19831608.000000 Penalty: 5825.833008
	Iteration 16Q: 3 clusters Score -1.983161e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 123317 members 
Entering Unmasked Estep 
Score: -19832118.000000 Penalty: 5825.833008
	Iteration 17Q: 3 clusters Score -1.983212e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 123903 members 
Entering Unmasked Estep 
Score: -19832452.000000 Penalty: 5825.833008
	Iteration 18Q: 3 clusters Score -1.983245e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 124314 members 
Entering Unmasked Estep 
Score: -19832726.000000 Penalty: 5825.833008
	Iteration 19Q: 3 clusters Score -1.983273e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 124610 members 
Entering Unmasked Estep 
Score: -19832942.000000 Penalty: 5825.833008
	Iteration 20F: 3 clusters Score -1.983294e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 124805 members 
Entering Unmasked Estep 
Score: -19833066.000000 Penalty: 5825.833008
	Iteration 21Q: 3 clusters Score -1.983307e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 124966 members 
Entering Unmasked Estep 
Score: -19833140.000000 Penalty: 5825.833008
	Iteration 22Q: 3 clusters Score -1.983314e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 125056 members 
Entering Unmasked Estep 
Score: -19833212.000000 Penalty: 5825.833008
	Iteration 23Q: 3 clusters Score -1.983321e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 125127 members 
Entering Unmasked Estep 
Score: -19833220.000000 Penalty: 5825.833008
	Iteration 24Q: 3 clusters Score -1.983322e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 125171 members 
Entering Unmasked Estep 
Score: -19833258.000000 Penalty: 5825.833008
	Iteration 25Q: 3 clusters Score -1.983326e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 125210 members 
Entering Unmasked Estep 
Score: -19833296.000000 Penalty: 5825.833008
	Iteration 26Q: 3 clusters Score -1.98333e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -19833324.000000 Penalty: 5825.833008
	Iteration 27Q: 3 clusters Score -1.983332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -19833348.000000 Penalty: 5825.833008
	Iteration 28Q: 3 clusters Score -1.983335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 125297 members 
Entering Unmasked Estep 
Score: -19833374.000000 Penalty: 5825.833008
	Iteration 29Q: 3 clusters Score -1.983337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -19833388.000000 Penalty: 5825.833008
	Iteration 30Q: 3 clusters Score -1.983339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 125323 members 
Entering Unmasked Estep 
Score: -19833388.000000 Penalty: 5825.833008
	Iteration 31Q: 3 clusters Score -1.983339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 125335 members 
Entering Unmasked Estep 
Score: -19833414.000000 Penalty: 5825.833008
	Iteration 32Q: 3 clusters Score -1.983341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -19833430.000000 Penalty: 5825.833008
	Iteration 33Q: 3 clusters Score -1.983343e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -19833430.000000 Penalty: 5825.833008
	Iteration 34Q: 3 clusters Score -1.983343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 125366 members 
Entering Unmasked Estep 
Score: -19833426.000000 Penalty: 5825.833008
	Iteration 35Q: 3 clusters Score -1.983343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 125372 members 
Entering Unmasked Estep 
Score: -19833428.000000 Penalty: 5825.833008
	Iteration 36Q: 3 clusters Score -1.983343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 125383 members 
Entering Unmasked Estep 
Score: -19833452.000000 Penalty: 5825.833008
	Iteration 37Q: 3 clusters Score -1.983345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 125395 members 
Entering Unmasked Estep 
Score: -19833466.000000 Penalty: 5825.833008
	Iteration 38Q: 3 clusters Score -1.983347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -19833486.000000 Penalty: 5825.833008
	Iteration 39Q: 3 clusters Score -1.983349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -19833482.000000 Penalty: 5825.833008
	Iteration 40F: 3 clusters Score -1.983348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 125417 members 
Entering Unmasked Estep 
Score: -19833480.000000 Penalty: 5825.833008
	Iteration 41Q: 3 clusters Score -1.983348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 125426 members 
Entering Unmasked Estep 
Score: -19833476.000000 Penalty: 5825.833008
	Iteration 42Q: 3 clusters Score -1.983348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 125434 members 
Entering Unmasked Estep 
Score: -19833472.000000 Penalty: 5825.833008
	Iteration 43Q: 3 clusters Score -1.983347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
Score: -19833464.000000 Penalty: 5825.833008
	Iteration 44Q: 3 clusters Score -1.983346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 125439 members 
Entering Unmasked Estep 
Score: -19833482.000000 Penalty: 5825.833008
	Iteration 45Q: 3 clusters Score -1.983348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 125447 members 
Entering Unmasked Estep 
Score: -19833478.000000 Penalty: 5825.833008
	Iteration 46Q: 3 clusters Score -1.983348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 125448 members 
Entering Unmasked Estep 
Score: -19833486.000000 Penalty: 5825.833008
	Iteration 47Q: 3 clusters Score -1.983349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125450 members 
Entering Unmasked Estep 
Score: -19833498.000000 Penalty: 5825.833008
	Iteration 48Q: 3 clusters Score -1.98335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -19833494.000000 Penalty: 5825.833008
	Iteration 49Q: 3 clusters Score -1.983349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -19833498.000000 Penalty: 5825.833008
	Iteration 50Q: 3 clusters Score -1.98335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -19833502.000000 Penalty: 5825.833008
	Iteration 51Q: 3 clusters Score -1.98335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -19833526.000000 Penalty: 5825.833008
	Iteration 52Q: 3 clusters Score -1.983353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -19833520.000000 Penalty: 5825.833008
	Iteration 53Q: 3 clusters Score -1.983352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 125470 members 
Entering Unmasked Estep 
Score: -19833518.000000 Penalty: 5825.833008
	Iteration 54Q: 3 clusters Score -1.983352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -19833520.000000 Penalty: 5825.833008
	Iteration 55Q: 3 clusters Score -1.983352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -19833520.000000 Penalty: 5825.833008
	Iteration 56F: 3 clusters Score -1.983352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -1329168.250000 Penalty: 2254.873779
	Iteration 0F: 2 clusters Score -1329168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1322209.000000 Penalty: 4509.747559
	Iteration 0F: 3 clusters Score -1322209 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1324109.750000 Penalty: 4509.747559
	Iteration 1F: 3 clusters Score -1324110 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1324393.625000 Penalty: 4509.747559
	Iteration 2F: 3 clusters Score -1324394 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1324618.125000 Penalty: 4509.747559
	Iteration 3F: 3 clusters Score -1324618 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1324834.750000 Penalty: 4509.747559
	Iteration 4Q: 3 clusters Score -1324835 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1325032.750000 Penalty: 4509.747559
	Iteration 5Q: 3 clusters Score -1325033 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1325262.125000 Penalty: 4509.747559
	Iteration 6Q: 3 clusters Score -1325262 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1325520.500000 Penalty: 4509.747559
	Iteration 7Q: 3 clusters Score -1325520 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1325803.875000 Penalty: 4509.747559
	Iteration 8Q: 3 clusters Score -1325804 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1326129.000000 Penalty: 4509.747559
	Iteration 9F: 3 clusters Score -1326129 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1326395.375000 Penalty: 4509.747559
	Iteration 10Q: 3 clusters Score -1326395 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1326668.875000 Penalty: 4509.747559
	Iteration 11Q: 3 clusters Score -1326669 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1326904.875000 Penalty: 4509.747559
	Iteration 12Q: 3 clusters Score -1326905 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1327087.875000 Penalty: 4509.747559
	Iteration 13Q: 3 clusters Score -1327088 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1327228.000000 Penalty: 4509.747559
	Iteration 14Q: 3 clusters Score -1327228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1327332.875000 Penalty: 4509.747559
	Iteration 15Q: 3 clusters Score -1327333 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1327418.125000 Penalty: 4509.747559
	Iteration 16Q: 3 clusters Score -1327418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1327500.375000 Penalty: 4509.747559
	Iteration 17Q: 3 clusters Score -1327500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1327571.250000 Penalty: 4509.747559
	Iteration 18Q: 3 clusters Score -1327571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1327618.250000 Penalty: 4509.747559
	Iteration 19Q: 3 clusters Score -1327618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1327646.625000 Penalty: 4509.747559
	Iteration 20F: 3 clusters Score -1327647 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1327679.500000 Penalty: 4509.747559
	Iteration 21Q: 3 clusters Score -1327680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1327699.125000 Penalty: 4509.747559
	Iteration 22Q: 3 clusters Score -1327699 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1327714.750000 Penalty: 4509.747559
	Iteration 23Q: 3 clusters Score -1327715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1327724.000000 Penalty: 4509.747559
	Iteration 24Q: 3 clusters Score -1327724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1327732.250000 Penalty: 4509.747559
	Iteration 25Q: 3 clusters Score -1327732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1327740.000000 Penalty: 4509.747559
	Iteration 26Q: 3 clusters Score -1327740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1327750.625000 Penalty: 4509.747559
	Iteration 27Q: 3 clusters Score -1327751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1327756.875000 Penalty: 4509.747559
	Iteration 28Q: 3 clusters Score -1327757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1327766.250000 Penalty: 4509.747559
	Iteration 29Q: 3 clusters Score -1327766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1327772.875000 Penalty: 4509.747559
	Iteration 30Q: 3 clusters Score -1327773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1327779.500000 Penalty: 4509.747559
	Iteration 31Q: 3 clusters Score -1327780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1327787.125000 Penalty: 4509.747559
	Iteration 32Q: 3 clusters Score -1327787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1327791.875000 Penalty: 4509.747559
	Iteration 33Q: 3 clusters Score -1327792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1327795.000000 Penalty: 4509.747559
	Iteration 34Q: 3 clusters Score -1327795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1327797.750000 Penalty: 4509.747559
	Iteration 35Q: 3 clusters Score -1327798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1327796.250000 Penalty: 4509.747559
	Iteration 36Q: 3 clusters Score -1327796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1327797.750000 Penalty: 4509.747559
	Iteration 37Q: 3 clusters Score -1327798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1327797.750000 Penalty: 4509.747559
	Iteration 38F: 3 clusters Score -1327798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Entering Unmasked Estep 
Score: -3884519.500000 Penalty: 2505.948242
	Iteration 0F: 2 clusters Score -3884520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3867563.500000 Penalty: 5011.896484
	Iteration 0F: 3 clusters Score -3867564 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3873609.500000 Penalty: 5011.896484
	Iteration 1F: 3 clusters Score -3873610 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3874210.750000 Penalty: 5011.896484
	Iteration 2F: 3 clusters Score -3874211 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3874859.500000 Penalty: 5011.896484
	Iteration 3F: 3 clusters Score -3874860 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3875606.000000 Penalty: 5011.896484
	Iteration 4F: 3 clusters Score -3875606 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3876603.750000 Penalty: 5011.896484
	Iteration 5F: 3 clusters Score -3876604 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3877824.500000 Penalty: 5011.896484
	Iteration 6F: 3 clusters Score -3877824 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3879215.000000 Penalty: 5011.896484
	Iteration 7F: 3 clusters Score -3879215 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3880649.250000 Penalty: 5011.896484
	Iteration 8F: 3 clusters Score -3880649 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3881915.750000 Penalty: 5011.896484
	Iteration 9F: 3 clusters Score -3881916 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3882807.750000 Penalty: 5011.896484
	Iteration 10Q: 3 clusters Score -3882808 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3883300.000000 Penalty: 5011.896484
	Iteration 11Q: 3 clusters Score -3883300 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3883532.250000 Penalty: 5011.896484
	Iteration 12Q: 3 clusters Score -3883532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3883644.500000 Penalty: 5011.896484
	Iteration 13Q: 3 clusters Score -3883644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3883703.500000 Penalty: 5011.896484
	Iteration 14Q: 3 clusters Score -3883704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3883730.250000 Penalty: 5011.896484
	Iteration 15Q: 3 clusters Score -3883730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3883736.000000 Penalty: 5011.896484
	Iteration 16Q: 3 clusters Score -3883736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3883745.000000 Penalty: 5011.896484
	Iteration 17Q: 3 clusters Score -3883745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3883754.750000 Penalty: 5011.896484
	Iteration 18Q: 3 clusters Score -3883755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3883752.750000 Penalty: 5011.896484
	Iteration 19Q: 3 clusters Score -3883753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3883750.500000 Penalty: 5011.896484
	Iteration 20F: 3 clusters Score -3883750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3883753.750000 Penalty: 5011.896484
	Iteration 21Q: 3 clusters Score -3883754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3883769.500000 Penalty: 5011.896484
	Iteration 22Q: 3 clusters Score -3883770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3883771.750000 Penalty: 5011.896484
	Iteration 23Q: 3 clusters Score -3883772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3883769.000000 Penalty: 5011.896484
	Iteration 24Q: 3 clusters Score -3883769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3883771.500000 Penalty: 5011.896484
	Iteration 25Q: 3 clusters Score -3883772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3883775.000000 Penalty: 5011.896484
	Iteration 26Q: 3 clusters Score -3883775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3883780.750000 Penalty: 5011.896484
	Iteration 27Q: 3 clusters Score -3883781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3883778.750000 Penalty: 5011.896484
	Iteration 28Q: 3 clusters Score -3883779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3883775.000000 Penalty: 5011.896484
	Iteration 29Q: 3 clusters Score -3883775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3883775.000000 Penalty: 5011.896484
	Iteration 30F: 3 clusters Score -3883775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -278689.906250 Penalty: 1877.853149
	Iteration 0F: 2 clusters Score -278689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -276142.687500 Penalty: 3755.706299
	Iteration 0F: 3 clusters Score -276142.7 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -276785.406250 Penalty: 3755.706299
	Iteration 1F: 3 clusters Score -276785.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -277076.718750 Penalty: 3755.706299
	Iteration 2F: 3 clusters Score -277076.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -277308.531250 Penalty: 3755.706299
	Iteration 3F: 3 clusters Score -277308.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -277518.343750 Penalty: 3755.706299
	Iteration 4F: 3 clusters Score -277518.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -277664.843750 Penalty: 3755.706299
	Iteration 5Q: 3 clusters Score -277664.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -277778.250000 Penalty: 3755.706299
	Iteration 6Q: 3 clusters Score -277778.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -277853.843750 Penalty: 3755.706299
	Iteration 7Q: 3 clusters Score -277853.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277909.812500 Penalty: 3755.706299
	Iteration 8Q: 3 clusters Score -277909.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -277948.593750 Penalty: 3755.706299
	Iteration 9Q: 3 clusters Score -277948.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -277976.000000 Penalty: 3755.706299
	Iteration 10Q: 3 clusters Score -277976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -277989.218750 Penalty: 3755.706299
	Iteration 11Q: 3 clusters Score -277989.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -277994.750000 Penalty: 3755.706299
	Iteration 12Q: 3 clusters Score -277994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -278001.750000 Penalty: 3755.706299
	Iteration 13Q: 3 clusters Score -278001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -278007.531250 Penalty: 3755.706299
	Iteration 14Q: 3 clusters Score -278007.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -278016.343750 Penalty: 3755.706299
	Iteration 15Q: 3 clusters Score -278016.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -278021.437500 Penalty: 3755.706299
	Iteration 16Q: 3 clusters Score -278021.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -278025.031250 Penalty: 3755.706299
	Iteration 17Q: 3 clusters Score -278025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -278026.750000 Penalty: 3755.706299
	Iteration 18Q: 3 clusters Score -278026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -278029.250000 Penalty: 3755.706299
	Iteration 19Q: 3 clusters Score -278029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -278033.250000 Penalty: 3755.706299
	Iteration 20F: 3 clusters Score -278033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -278036.343750 Penalty: 3755.706299
	Iteration 21Q: 3 clusters Score -278036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -278041.031250 Penalty: 3755.706299
	Iteration 22Q: 3 clusters Score -278041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -278042.875000 Penalty: 3755.706299
	Iteration 23Q: 3 clusters Score -278042.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -278044.312500 Penalty: 3755.706299
	Iteration 24Q: 3 clusters Score -278044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -278046.187500 Penalty: 3755.706299
	Iteration 25Q: 3 clusters Score -278046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -278048.593750 Penalty: 3755.706299
	Iteration 26Q: 3 clusters Score -278048.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -278049.593750 Penalty: 3755.706299
	Iteration 27Q: 3 clusters Score -278049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -278050.062500 Penalty: 3755.706299
	Iteration 28Q: 3 clusters Score -278050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -278050.125000 Penalty: 3755.706299
	Iteration 29Q: 3 clusters Score -278050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -278050.125000 Penalty: 3755.706299
	Iteration 30F: 3 clusters Score -278050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Entering Unmasked Estep 
Score: -1605684.250000 Penalty: 2292.192383
	Iteration 0F: 2 clusters Score -1605684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1597796.875000 Penalty: 4584.384766
	Iteration 0F: 3 clusters Score -1597797 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1600027.875000 Penalty: 4584.384766
	Iteration 1F: 3 clusters Score -1600028 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1600342.500000 Penalty: 4584.384766
	Iteration 2F: 3 clusters Score -1600342 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1600602.500000 Penalty: 4584.384766
	Iteration 3F: 3 clusters Score -1600602 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1600826.375000 Penalty: 4584.384766
	Iteration 4Q: 3 clusters Score -1600826 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1601041.875000 Penalty: 4584.384766
	Iteration 5Q: 3 clusters Score -1601042 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1601305.125000 Penalty: 4584.384766
	Iteration 6Q: 3 clusters Score -1601305 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1601644.500000 Penalty: 4584.384766
	Iteration 7Q: 3 clusters Score -1601644 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1602074.875000 Penalty: 4584.384766
	Iteration 8F: 3 clusters Score -1602075 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1602605.250000 Penalty: 4584.384766
	Iteration 9F: 3 clusters Score -1602605 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1603165.875000 Penalty: 4584.384766
	Iteration 10F: 3 clusters Score -1603166 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1603651.125000 Penalty: 4584.384766
	Iteration 11Q: 3 clusters Score -1603651 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1604014.875000 Penalty: 4584.384766
	Iteration 12Q: 3 clusters Score -1604015 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1604300.250000 Penalty: 4584.384766
	Iteration 13Q: 3 clusters Score -1604300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1604467.250000 Penalty: 4584.384766
	Iteration 14Q: 3 clusters Score -1604467 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1604555.250000 Penalty: 4584.384766
	Iteration 15Q: 3 clusters Score -1604555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1604624.125000 Penalty: 4584.384766
	Iteration 16Q: 3 clusters Score -1604624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1604661.375000 Penalty: 4584.384766
	Iteration 17Q: 3 clusters Score -1604661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1604678.125000 Penalty: 4584.384766
	Iteration 18Q: 3 clusters Score -1604678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1604691.875000 Penalty: 4584.384766
	Iteration 19Q: 3 clusters Score -1604692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1604698.000000 Penalty: 4584.384766
	Iteration 20F: 3 clusters Score -1604698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1604702.875000 Penalty: 4584.384766
	Iteration 21Q: 3 clusters Score -1604703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1604708.000000 Penalty: 4584.384766
	Iteration 22Q: 3 clusters Score -1604708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1604709.500000 Penalty: 4584.384766
	Iteration 23Q: 3 clusters Score -1604710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1604710.625000 Penalty: 4584.384766
	Iteration 24Q: 3 clusters Score -1604711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1604714.875000 Penalty: 4584.384766
	Iteration 25Q: 3 clusters Score -1604715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1604716.125000 Penalty: 4584.384766
	Iteration 26Q: 3 clusters Score -1604716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1604716.750000 Penalty: 4584.384766
	Iteration 27Q: 3 clusters Score -1604717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1604716.750000 Penalty: 4584.384766
	Iteration 28F: 3 clusters Score -1604717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Entering Unmasked Estep 
Score: -1894165.000000 Penalty: 2336.067871
	Iteration 0F: 2 clusters Score -1894165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1885131.875000 Penalty: 4672.135742
	Iteration 0F: 3 clusters Score -1885132 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1888761.250000 Penalty: 4672.135742
	Iteration 1F: 3 clusters Score -1888761 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1889786.500000 Penalty: 4672.135742
	Iteration 2F: 3 clusters Score -1889786 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1890739.875000 Penalty: 4672.135742
	Iteration 3F: 3 clusters Score -1890740 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1891512.000000 Penalty: 4672.135742
	Iteration 4F: 3 clusters Score -1891512 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1892059.000000 Penalty: 4672.135742
	Iteration 5F: 3 clusters Score -1892059 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1892374.000000 Penalty: 4672.135742
	Iteration 6Q: 3 clusters Score -1892374 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1892550.750000 Penalty: 4672.135742
	Iteration 7Q: 3 clusters Score -1892551 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1892659.375000 Penalty: 4672.135742
	Iteration 8Q: 3 clusters Score -1892659 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1892740.875000 Penalty: 4672.135742
	Iteration 9Q: 3 clusters Score -1892741 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1892812.500000 Penalty: 4672.135742
	Iteration 10Q: 3 clusters Score -1892812 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1892870.125000 Penalty: 4672.135742
	Iteration 11Q: 3 clusters Score -1892870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1892935.500000 Penalty: 4672.135742
	Iteration 12Q: 3 clusters Score -1892936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1892992.875000 Penalty: 4672.135742
	Iteration 13Q: 3 clusters Score -1892993 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1893060.000000 Penalty: 4672.135742
	Iteration 14Q: 3 clusters Score -1893060 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1893114.500000 Penalty: 4672.135742
	Iteration 15Q: 3 clusters Score -1893114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1893165.625000 Penalty: 4672.135742
	Iteration 16Q: 3 clusters Score -1893166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1893210.875000 Penalty: 4672.135742
	Iteration 17Q: 3 clusters Score -1893211 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1893246.625000 Penalty: 4672.135742
	Iteration 18Q: 3 clusters Score -1893247 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1893284.500000 Penalty: 4672.135742
	Iteration 19Q: 3 clusters Score -1893284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1893313.875000 Penalty: 4672.135742
	Iteration 20F: 3 clusters Score -1893314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1893345.500000 Penalty: 4672.135742
	Iteration 21Q: 3 clusters Score -1893346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1893370.875000 Penalty: 4672.135742
	Iteration 22Q: 3 clusters Score -1893371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1893400.375000 Penalty: 4672.135742
	Iteration 23Q: 3 clusters Score -1893400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1893420.750000 Penalty: 4672.135742
	Iteration 24Q: 3 clusters Score -1893421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1893444.375000 Penalty: 4672.135742
	Iteration 25Q: 3 clusters Score -1893444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1893460.375000 Penalty: 4672.135742
	Iteration 26Q: 3 clusters Score -1893460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1893468.250000 Penalty: 4672.135742
	Iteration 27Q: 3 clusters Score -1893468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1893471.875000 Penalty: 4672.135742
	Iteration 28Q: 3 clusters Score -1893472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1893479.000000 Penalty: 4672.135742
	Iteration 29Q: 3 clusters Score -1893479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1893486.500000 Penalty: 4672.135742
	Iteration 30Q: 3 clusters Score -1893486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1893487.750000 Penalty: 4672.135742
	Iteration 31Q: 3 clusters Score -1893488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1893494.875000 Penalty: 4672.135742
	Iteration 32Q: 3 clusters Score -1893495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1893505.250000 Penalty: 4672.135742
	Iteration 33Q: 3 clusters Score -1893505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1893507.125000 Penalty: 4672.135742
	Iteration 34Q: 3 clusters Score -1893507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1893515.000000 Penalty: 4672.135742
	Iteration 35Q: 3 clusters Score -1893515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1893523.875000 Penalty: 4672.135742
	Iteration 36Q: 3 clusters Score -1893524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1893535.750000 Penalty: 4672.135742
	Iteration 37Q: 3 clusters Score -1893536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1893538.625000 Penalty: 4672.135742
	Iteration 38Q: 3 clusters Score -1893539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1893547.250000 Penalty: 4672.135742
	Iteration 39Q: 3 clusters Score -1893547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1893551.500000 Penalty: 4672.135742
	Iteration 40F: 3 clusters Score -1893552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1893552.750000 Penalty: 4672.135742
	Iteration 41Q: 3 clusters Score -1893553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1893553.625000 Penalty: 4672.135742
	Iteration 42Q: 3 clusters Score -1893554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1893555.625000 Penalty: 4672.135742
	Iteration 43Q: 3 clusters Score -1893556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1893555.875000 Penalty: 4672.135742
	Iteration 44Q: 3 clusters Score -1893556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1893553.000000 Penalty: 4672.135742
	Iteration 45Q: 3 clusters Score -1893553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1893553.250000 Penalty: 4672.135742
	Iteration 46Q: 3 clusters Score -1893553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1893555.625000 Penalty: 4672.135742
	Iteration 47Q: 3 clusters Score -1893556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1893557.000000 Penalty: 4672.135742
	Iteration 48Q: 3 clusters Score -1893557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1893554.000000 Penalty: 4672.135742
	Iteration 49Q: 3 clusters Score -1893554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1893554.625000 Penalty: 4672.135742
	Iteration 50Q: 3 clusters Score -1893555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1893554.625000 Penalty: 4672.135742
	Iteration 51F: 3 clusters Score -1893555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97493.460938 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97493.46 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -97849.195312 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -97849.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98034.031250 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98034.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -98136.351562 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98136.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -98199.523438 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -98199.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98258.460938 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -98258.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98276.039062 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -98276.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -98294.109375 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -98294.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98305.828125 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -98305.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98312.851562 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -98312.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98317.265625 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -98317.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98317.937500 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -98317.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98322.437500 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -98322.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98323.687500 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -98323.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98323.687500 Penalty: 3284.217285
	Iteration 14F: 3 clusters Score -98323.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Entering Unmasked Estep 
Score: -5353241.500000 Penalty: 2591.575928
	Iteration 0F: 2 clusters Score -5353242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5329552.000000 Penalty: 5183.151855
	Iteration 0F: 3 clusters Score -5329552 nChanged 15773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -5338146.000000 Penalty: 5183.151855
	Iteration 1F: 3 clusters Score -5338146 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5338547.500000 Penalty: 5183.151855
	Iteration 2Q: 3 clusters Score -5338548 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5338878.500000 Penalty: 5183.151855
	Iteration 3Q: 3 clusters Score -5338878 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -5339137.000000 Penalty: 5183.151855
	Iteration 4Q: 3 clusters Score -5339137 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -5339354.000000 Penalty: 5183.151855
	Iteration 5Q: 3 clusters Score -5339354 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -5339527.000000 Penalty: 5183.151855
	Iteration 6Q: 3 clusters Score -5339527 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -5339721.000000 Penalty: 5183.151855
	Iteration 7Q: 3 clusters Score -5339721 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5339941.000000 Penalty: 5183.151855
	Iteration 8Q: 3 clusters Score -5339941 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -5340184.000000 Penalty: 5183.151855
	Iteration 9Q: 3 clusters Score -5340184 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -5340410.500000 Penalty: 5183.151855
	Iteration 10Q: 3 clusters Score -5340410 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -5340715.500000 Penalty: 5183.151855
	Iteration 11Q: 3 clusters Score -5340716 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -5341028.000000 Penalty: 5183.151855
	Iteration 12Q: 3 clusters Score -5341028 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -5341298.000000 Penalty: 5183.151855
	Iteration 13Q: 3 clusters Score -5341298 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -5341621.000000 Penalty: 5183.151855
	Iteration 14Q: 3 clusters Score -5341621 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -5341986.500000 Penalty: 5183.151855
	Iteration 15Q: 3 clusters Score -5341986 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -5342368.500000 Penalty: 5183.151855
	Iteration 16Q: 3 clusters Score -5342368 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5342764.000000 Penalty: 5183.151855
	Iteration 17Q: 3 clusters Score -5342764 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5343127.000000 Penalty: 5183.151855
	Iteration 18Q: 3 clusters Score -5343127 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5343443.500000 Penalty: 5183.151855
	Iteration 19Q: 3 clusters Score -5343444 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -5343661.000000 Penalty: 5183.151855
	Iteration 20F: 3 clusters Score -5343661 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -5343861.000000 Penalty: 5183.151855
	Iteration 21Q: 3 clusters Score -5343861 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -5344053.000000 Penalty: 5183.151855
	Iteration 22Q: 3 clusters Score -5344053 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -5344179.000000 Penalty: 5183.151855
	Iteration 23Q: 3 clusters Score -5344179 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -5344297.500000 Penalty: 5183.151855
	Iteration 24Q: 3 clusters Score -5344298 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -5344431.500000 Penalty: 5183.151855
	Iteration 25Q: 3 clusters Score -5344432 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -5344550.000000 Penalty: 5183.151855
	Iteration 26Q: 3 clusters Score -5344550 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5344649.000000 Penalty: 5183.151855
	Iteration 27Q: 3 clusters Score -5344649 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -5344724.000000 Penalty: 5183.151855
	Iteration 28Q: 3 clusters Score -5344724 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5344795.000000 Penalty: 5183.151855
	Iteration 29Q: 3 clusters Score -5344795 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -5344844.500000 Penalty: 5183.151855
	Iteration 30Q: 3 clusters Score -5344844 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5344900.000000 Penalty: 5183.151855
	Iteration 31Q: 3 clusters Score -5344900 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5344957.500000 Penalty: 5183.151855
	Iteration 32Q: 3 clusters Score -5344958 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5344991.000000 Penalty: 5183.151855
	Iteration 33Q: 3 clusters Score -5344991 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -5345013.500000 Penalty: 5183.151855
	Iteration 34Q: 3 clusters Score -5345014 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -5345041.500000 Penalty: 5183.151855
	Iteration 35Q: 3 clusters Score -5345042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5345071.500000 Penalty: 5183.151855
	Iteration 36Q: 3 clusters Score -5345072 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5345069.500000 Penalty: 5183.151855
	Iteration 37Q: 3 clusters Score -5345070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -5345076.500000 Penalty: 5183.151855
	Iteration 38Q: 3 clusters Score -5345076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5345093.500000 Penalty: 5183.151855
	Iteration 39Q: 3 clusters Score -5345094 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -5345096.500000 Penalty: 5183.151855
	Iteration 40F: 3 clusters Score -5345096 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -5345103.500000 Penalty: 5183.151855
	Iteration 41Q: 3 clusters Score -5345104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5345131.000000 Penalty: 5183.151855
	Iteration 42Q: 3 clusters Score -5345131 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -5345135.000000 Penalty: 5183.151855
	Iteration 43Q: 3 clusters Score -5345135 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5345148.000000 Penalty: 5183.151855
	Iteration 44Q: 3 clusters Score -5345148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5345138.000000 Penalty: 5183.151855
	Iteration 45Q: 3 clusters Score -5345138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -5345155.500000 Penalty: 5183.151855
	Iteration 46Q: 3 clusters Score -5345156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -5345158.500000 Penalty: 5183.151855
	Iteration 47Q: 3 clusters Score -5345158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5345155.500000 Penalty: 5183.151855
	Iteration 48Q: 3 clusters Score -5345156 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5345167.500000 Penalty: 5183.151855
	Iteration 49Q: 3 clusters Score -5345168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -5345183.000000 Penalty: 5183.151855
	Iteration 50Q: 3 clusters Score -5345183 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5345183.500000 Penalty: 5183.151855
	Iteration 51Q: 3 clusters Score -5345184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5345179.000000 Penalty: 5183.151855
	Iteration 52Q: 3 clusters Score -5345179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5345184.000000 Penalty: 5183.151855
	Iteration 53Q: 3 clusters Score -5345184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5345195.000000 Penalty: 5183.151855
	Iteration 54Q: 3 clusters Score -5345195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5345199.500000 Penalty: 5183.151855
	Iteration 55Q: 3 clusters Score -5345200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -5345197.500000 Penalty: 5183.151855
	Iteration 56Q: 3 clusters Score -5345198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5345189.500000 Penalty: 5183.151855
	Iteration 57Q: 3 clusters Score -5345190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5345193.000000 Penalty: 5183.151855
	Iteration 58Q: 3 clusters Score -5345193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5345195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5345197.500000 Penalty: 5183.151855
	Iteration 60F: 3 clusters Score -5345198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -5345205.000000 Penalty: 5183.151855
	Iteration 61Q: 3 clusters Score -5345205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -5345202.500000 Penalty: 5183.151855
	Iteration 62Q: 3 clusters Score -5345202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5345206.000000 Penalty: 5183.151855
	Iteration 63Q: 3 clusters Score -5345206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5345210.500000 Penalty: 5183.151855
	Iteration 64Q: 3 clusters Score -5345210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -5345214.000000 Penalty: 5183.151855
	Iteration 65Q: 3 clusters Score -5345214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -5345222.500000 Penalty: 5183.151855
	Iteration 66Q: 3 clusters Score -5345222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5345223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -5345226.500000 Penalty: 5183.151855
	Iteration 68Q: 3 clusters Score -5345226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5345229.500000 Penalty: 5183.151855
	Iteration 69Q: 3 clusters Score -5345230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5345231.000000 Penalty: 5183.151855
	Iteration 70Q: 3 clusters Score -5345231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5345228.000000 Penalty: 5183.151855
	Iteration 71Q: 3 clusters Score -5345228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -5345248.500000 Penalty: 5183.151855
	Iteration 72Q: 3 clusters Score -5345248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5345242.500000 Penalty: 5183.151855
	Iteration 73Q: 3 clusters Score -5345242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -5345240.500000 Penalty: 5183.151855
	Iteration 74Q: 3 clusters Score -5345240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -5345246.500000 Penalty: 5183.151855
	Iteration 75Q: 3 clusters Score -5345246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5345243.000000 Penalty: 5183.151855
	Iteration 76Q: 3 clusters Score -5345243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5345257.000000 Penalty: 5183.151855
	Iteration 77Q: 3 clusters Score -5345257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5345258.000000 Penalty: 5183.151855
	Iteration 78Q: 3 clusters Score -5345258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5345284.500000 Penalty: 5183.151855
	Iteration 79Q: 3 clusters Score -5345284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5345298.000000 Penalty: 5183.151855
	Iteration 80F: 3 clusters Score -5345298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5345310.500000 Penalty: 5183.151855
	Iteration 81Q: 3 clusters Score -5345310 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -5345311.500000 Penalty: 5183.151855
	Iteration 82Q: 3 clusters Score -5345312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -5345317.000000 Penalty: 5183.151855
	Iteration 83Q: 3 clusters Score -5345317 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5345330.000000 Penalty: 5183.151855
	Iteration 84Q: 3 clusters Score -5345330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5345340.500000 Penalty: 5183.151855
	Iteration 85Q: 3 clusters Score -5345340 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -5345366.500000 Penalty: 5183.151855
	Iteration 86Q: 3 clusters Score -5345366 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -5345378.500000 Penalty: 5183.151855
	Iteration 87Q: 3 clusters Score -5345378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5345418.500000 Penalty: 5183.151855
	Iteration 88Q: 3 clusters Score -5345418 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5345422.000000 Penalty: 5183.151855
	Iteration 89Q: 3 clusters Score -5345422 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -5345451.000000 Penalty: 5183.151855
	Iteration 90Q: 3 clusters Score -5345451 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5345518 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5345553.500000 Penalty: 5183.151855
	Iteration 92Q: 3 clusters Score -5345554 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -5345637.500000 Penalty: 5183.151855
	Iteration 93Q: 3 clusters Score -5345638 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -5345724.000000 Penalty: 5183.151855
	Iteration 94Q: 3 clusters Score -5345724 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5345856.500000 Penalty: 5183.151855
	Iteration 95Q: 3 clusters Score -5345856 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5346009.000000 Penalty: 5183.151855
	Iteration 96Q: 3 clusters Score -5346009 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -5346141.000000 Penalty: 5183.151855
	Iteration 97Q: 3 clusters Score -5346141 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -5346301.000000 Penalty: 5183.151855
	Iteration 98Q: 3 clusters Score -5346301 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -5346493.000000 Penalty: 5183.151855
	Iteration 99Q: 3 clusters Score -5346493 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5346772.500000 Penalty: 5183.151855
	Iteration 100F: 3 clusters Score -5346772 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5347104 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -5347515.500000 Penalty: 5183.151855
	Iteration 102Q: 3 clusters Score -5347516 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -5348001.500000 Penalty: 5183.151855
	Iteration 103Q: 3 clusters Score -5348002 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -5348661.000000 Penalty: 5183.151855
	Iteration 104Q: 3 clusters Score -5348661 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -5349374.000000 Penalty: 5183.151855
	Iteration 105Q: 3 clusters Score -5349374 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5350001.000000 Penalty: 5183.151855
	Iteration 106Q: 3 clusters Score -5350001 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -5350414.500000 Penalty: 5183.151855
	Iteration 107Q: 3 clusters Score -5350414 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -5350599.000000 Penalty: 5183.151855
	Iteration 108Q: 3 clusters Score -5350599 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -5350734.500000 Penalty: 5183.151855
	Iteration 109Q: 3 clusters Score -5350734 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5350812 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5350849 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -5350892.500000 Penalty: 5183.151855
	Iteration 112Q: 3 clusters Score -5350892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -5350907.500000 Penalty: 5183.151855
	Iteration 113Q: 3 clusters Score -5350908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -5350928.000000 Penalty: 5183.151855
	Iteration 114Q: 3 clusters Score -5350928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -5350933.000000 Penalty: 5183.151855
	Iteration 115Q: 3 clusters Score -5350933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -5350946.500000 Penalty: 5183.151855
	Iteration 116Q: 3 clusters Score -5350946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5350951.500000 Penalty: 5183.151855
	Iteration 117Q: 3 clusters Score -5350952 nChanged 8
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Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5350958.000000 Penalty: 5183.151855
	Iteration 118Q: 3 clusters Score -5350958 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5350967.000000 Penalty: 5183.151855
	Iteration 119Q: 3 clusters Score -5350967 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -5350987.000000 Penalty: 5183.151855
	Iteration 120F: 3 clusters Score -5350987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5350989.500000 Penalty: 5183.151855
	Iteration 121Q: 3 clusters Score -5350990 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5350991.500000 Penalty: 5183.151855
	Iteration 122Q: 3 clusters Score -5350992 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5350991 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5350997.000000 Penalty: 5183.151855
	Iteration 124Q: 3 clusters Score -5350997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5350994.500000 Penalty: 5183.151855
	Iteration 125Q: 3 clusters Score -5350994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5350994.500000 Penalty: 5183.151855
	Iteration 126F: 3 clusters Score -5350994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -256520.156250 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -256520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -254088.546875 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -254088.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -254535.234375 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -254535.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -254662.687500 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -254662.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -254729.062500 Penalty: 3690.604004
	Iteration 3Q: 3 clusters Score -254729.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -254771.203125 Penalty: 3690.604004
	Iteration 4Q: 3 clusters Score -254771.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -254796.937500 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -254796.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -254827.125000 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -254827.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -254846.859375 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -254846.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -254858.765625 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -254858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -254864.406250 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -254864.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -254871.671875 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -254871.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -254878.625000 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -254878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -254887.156250 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -254887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -254889.906250 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -254889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -254892.453125 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -254892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -254895.531250 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -254895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -254898.375000 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -254898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -254902.218750 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -254902.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -254905.593750 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -254905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -254908.968750 Penalty: 3690.604004
	Iteration 19Q: 3 clusters Score -254909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -254912.250000 Penalty: 3690.604004
	Iteration 20F: 3 clusters Score -254912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -254914.140625 Penalty: 3690.604004
	Iteration 21Q: 3 clusters Score -254914.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -254918.234375 Penalty: 3690.604004
	Iteration 22Q: 3 clusters Score -254918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -254924.406250 Penalty: 3690.604004
	Iteration 23Q: 3 clusters Score -254924.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -254931.718750 Penalty: 3690.604004
	Iteration 24Q: 3 clusters Score -254931.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -254939.453125 Penalty: 3690.604004
	Iteration 25Q: 3 clusters Score -254939.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -254945.265625 Penalty: 3690.604004
	Iteration 26Q: 3 clusters Score -254945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -254952.843750 Penalty: 3690.604004
	Iteration 27Q: 3 clusters Score -254952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -254963.484375 Penalty: 3690.604004
	Iteration 28Q: 3 clusters Score -254963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -254967.906250 Penalty: 3690.604004
	Iteration 29Q: 3 clusters Score -254967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -254971.171875 Penalty: 3690.604004
	Iteration 30Q: 3 clusters Score -254971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -254975.421875 Penalty: 3690.604004
	Iteration 31Q: 3 clusters Score -254975.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -254981.343750 Penalty: 3690.604004
	Iteration 32Q: 3 clusters Score -254981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -254985.156250 Penalty: 3690.604004
	Iteration 33Q: 3 clusters Score -254985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -254987.265625 Penalty: 3690.604004
	Iteration 34Q: 3 clusters Score -254987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -254987.265625 Penalty: 3690.604004
	Iteration 35F: 3 clusters Score -254987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Entering Unmasked Estep 
Score: -979797.500000 Penalty: 2165.811279
	Iteration 0F: 2 clusters Score -979797.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -974505.812500 Penalty: 4331.622559
	Iteration 0F: 3 clusters Score -974505.8 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -975926.187500 Penalty: 4331.622559
	Iteration 1F: 3 clusters Score -975926.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -976218.625000 Penalty: 4331.622559
	Iteration 2F: 3 clusters Score -976218.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -976437.312500 Penalty: 4331.622559
	Iteration 3F: 3 clusters Score -976437.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -976613.437500 Penalty: 4331.622559
	Iteration 4F: 3 clusters Score -976613.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -976751.250000 Penalty: 4331.622559
	Iteration 5Q: 3 clusters Score -976751.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -976863.000000 Penalty: 4331.622559
	Iteration 6Q: 3 clusters Score -976863 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -976976.625000 Penalty: 4331.622559
	Iteration 7Q: 3 clusters Score -976976.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -977091.812500 Penalty: 4331.622559
	Iteration 8Q: 3 clusters Score -977091.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -977189.062500 Penalty: 4331.622559
	Iteration 9Q: 3 clusters Score -977189.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -977288.625000 Penalty: 4331.622559
	Iteration 10Q: 3 clusters Score -977288.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -977383.750000 Penalty: 4331.622559
	Iteration 11Q: 3 clusters Score -977383.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -977462.812500 Penalty: 4331.622559
	Iteration 12Q: 3 clusters Score -977462.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -977548.000000 Penalty: 4331.622559
	Iteration 13Q: 3 clusters Score -977548 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -977625.750000 Penalty: 4331.622559
	Iteration 14Q: 3 clusters Score -977625.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -977695.250000 Penalty: 4331.622559
	Iteration 15Q: 3 clusters Score -977695.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -977756.625000 Penalty: 4331.622559
	Iteration 16Q: 3 clusters Score -977756.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -977813.812500 Penalty: 4331.622559
	Iteration 17Q: 3 clusters Score -977813.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -977874.312500 Penalty: 4331.622559
	Iteration 18Q: 3 clusters Score -977874.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -977932.375000 Penalty: 4331.622559
	Iteration 19Q: 3 clusters Score -977932.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -977982.875000 Penalty: 4331.622559
	Iteration 20F: 3 clusters Score -977982.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -978026.437500 Penalty: 4331.622559
	Iteration 21Q: 3 clusters Score -978026.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -978051.937500 Penalty: 4331.622559
	Iteration 22Q: 3 clusters Score -978051.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -978077.562500 Penalty: 4331.622559
	Iteration 23Q: 3 clusters Score -978077.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -978102.375000 Penalty: 4331.622559
	Iteration 24Q: 3 clusters Score -978102.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -978127.125000 Penalty: 4331.622559
	Iteration 25Q: 3 clusters Score -978127.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -978136.687500 Penalty: 4331.622559
	Iteration 26Q: 3 clusters Score -978136.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -978148.125000 Penalty: 4331.622559
	Iteration 27Q: 3 clusters Score -978148.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -978166.250000 Penalty: 4331.622559
	Iteration 28Q: 3 clusters Score -978166.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -978183.250000 Penalty: 4331.622559
	Iteration 29Q: 3 clusters Score -978183.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -978195.062500 Penalty: 4331.622559
	Iteration 30Q: 3 clusters Score -978195.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -978211.812500 Penalty: 4331.622559
	Iteration 31Q: 3 clusters Score -978211.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -978216.500000 Penalty: 4331.622559
	Iteration 32Q: 3 clusters Score -978216.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -978224.562500 Penalty: 4331.622559
	Iteration 33Q: 3 clusters Score -978224.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -978232.500000 Penalty: 4331.622559
	Iteration 34Q: 3 clusters Score -978232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -978237.750000 Penalty: 4331.622559
	Iteration 35Q: 3 clusters Score -978237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -978239.500000 Penalty: 4331.622559
	Iteration 36Q: 3 clusters Score -978239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -978241.375000 Penalty: 4331.622559
	Iteration 37Q: 3 clusters Score -978241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -978245.812500 Penalty: 4331.622559
	Iteration 38Q: 3 clusters Score -978245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -978247.500000 Penalty: 4331.622559
	Iteration 39Q: 3 clusters Score -978247.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -978249.687500 Penalty: 4331.622559
	Iteration 40F: 3 clusters Score -978249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -978252.625000 Penalty: 4331.622559
	Iteration 41Q: 3 clusters Score -978252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -978256.562500 Penalty: 4331.622559
	Iteration 42Q: 3 clusters Score -978256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -978261.500000 Penalty: 4331.622559
	Iteration 43Q: 3 clusters Score -978261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -978265.875000 Penalty: 4331.622559
	Iteration 44Q: 3 clusters Score -978265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -978266.125000 Penalty: 4331.622559
	Iteration 45Q: 3 clusters Score -978266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -978266.000000 Penalty: 4331.622559
	Iteration 46Q: 3 clusters Score -978266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -978264.875000 Penalty: 4331.622559
	Iteration 47Q: 3 clusters Score -978264.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -978264.875000 Penalty: 4331.622559
	Iteration 48F: 3 clusters Score -978264.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Entering Unmasked Estep 
Score: -1206004.500000 Penalty: 2221.207031
	Iteration 0F: 2 clusters Score -1206004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1199751.500000 Penalty: 4442.414062
	Iteration 0F: 3 clusters Score -1199752 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1201624.375000 Penalty: 4442.414062
	Iteration 1F: 3 clusters Score -1201624 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1202001.625000 Penalty: 4442.414062
	Iteration 2F: 3 clusters Score -1202002 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1202280.000000 Penalty: 4442.414062
	Iteration 3F: 3 clusters Score -1202280 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1202484.625000 Penalty: 4442.414062
	Iteration 4Q: 3 clusters Score -1202485 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1202661.875000 Penalty: 4442.414062
	Iteration 5Q: 3 clusters Score -1202662 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1202793.500000 Penalty: 4442.414062
	Iteration 6Q: 3 clusters Score -1202794 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1202923.125000 Penalty: 4442.414062
	Iteration 7Q: 3 clusters Score -1202923 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1203063.750000 Penalty: 4442.414062
	Iteration 8Q: 3 clusters Score -1203064 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1203220.500000 Penalty: 4442.414062
	Iteration 9Q: 3 clusters Score -1203220 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1203391.625000 Penalty: 4442.414062
	Iteration 10Q: 3 clusters Score -1203392 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1203564.125000 Penalty: 4442.414062
	Iteration 11Q: 3 clusters Score -1203564 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1203702.125000 Penalty: 4442.414062
	Iteration 12Q: 3 clusters Score -1203702 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1203826.000000 Penalty: 4442.414062
	Iteration 13Q: 3 clusters Score -1203826 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1203950.000000 Penalty: 4442.414062
	Iteration 14Q: 3 clusters Score -1203950 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1204044.250000 Penalty: 4442.414062
	Iteration 15Q: 3 clusters Score -1204044 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1204116.875000 Penalty: 4442.414062
	Iteration 16Q: 3 clusters Score -1204117 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1204178.875000 Penalty: 4442.414062
	Iteration 17Q: 3 clusters Score -1204179 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1204234.750000 Penalty: 4442.414062
	Iteration 18Q: 3 clusters Score -1204235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1204268.875000 Penalty: 4442.414062
	Iteration 19Q: 3 clusters Score -1204269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1204301.125000 Penalty: 4442.414062
	Iteration 20F: 3 clusters Score -1204301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1204326.875000 Penalty: 4442.414062
	Iteration 21Q: 3 clusters Score -1204327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1204346.750000 Penalty: 4442.414062
	Iteration 22Q: 3 clusters Score -1204347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1204360.250000 Penalty: 4442.414062
	Iteration 23Q: 3 clusters Score -1204360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1204371.500000 Penalty: 4442.414062
	Iteration 24Q: 3 clusters Score -1204372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1204390.750000 Penalty: 4442.414062
	Iteration 25Q: 3 clusters Score -1204391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1204413.500000 Penalty: 4442.414062
	Iteration 26Q: 3 clusters Score -1204414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1204431.125000 Penalty: 4442.414062
	Iteration 27Q: 3 clusters Score -1204431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1204446.875000 Penalty: 4442.414062
	Iteration 28Q: 3 clusters Score -1204447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1204465.750000 Penalty: 4442.414062
	Iteration 29Q: 3 clusters Score -1204466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1204485.000000 Penalty: 4442.414062
	Iteration 30Q: 3 clusters Score -1204485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1204498.000000 Penalty: 4442.414062
	Iteration 31Q: 3 clusters Score -1204498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1204503.875000 Penalty: 4442.414062
	Iteration 32Q: 3 clusters Score -1204504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1204503.750000 Penalty: 4442.414062
	Iteration 33Q: 3 clusters Score -1204504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1204506.500000 Penalty: 4442.414062
	Iteration 34Q: 3 clusters Score -1204506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1204506.625000 Penalty: 4442.414062
	Iteration 35Q: 3 clusters Score -1204507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1204508.125000 Penalty: 4442.414062
	Iteration 36Q: 3 clusters Score -1204508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1204509.375000 Penalty: 4442.414062
	Iteration 37Q: 3 clusters Score -1204509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1204511.375000 Penalty: 4442.414062
	Iteration 38Q: 3 clusters Score -1204511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1204511.375000 Penalty: 4442.414062
	Iteration 39F: 3 clusters Score -1204511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68211.578125 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68211.58 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68627.335938 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68627.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68813.640625 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68813.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68926.757812 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -68926.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69006.242188 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -69006.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69036.351562 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -69036.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69063.289062 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -69063.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69084.179688 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -69084.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69094.617188 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -69094.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69109.632812 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -69109.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -69119.765625 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -69119.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69129.757812 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -69129.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69136.593750 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -69136.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69136.593750 Penalty: 3189.140869
	Iteration 13F: 3 clusters Score -69136.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -378386.343750 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -378386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -375457.593750 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -375457.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -376022.000000 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -376022 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -376180.062500 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -376180.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -376252.687500 Penalty: 3862.129883
	Iteration 3Q: 3 clusters Score -376252.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -376289.500000 Penalty: 3862.129883
	Iteration 4Q: 3 clusters Score -376289.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -376309.531250 Penalty: 3862.129883
	Iteration 5Q: 3 clusters Score -376309.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -376329.875000 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -376329.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -376340.750000 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -376340.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -376349.281250 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -376349.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -376358.218750 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -376358.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -376364.562500 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -376364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -376367.031250 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -376367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -376368.843750 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -376368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -376372.125000 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -376372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -376375.437500 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -376375.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -376377.562500 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -376377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -376379.656250 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -376379.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -376381.562500 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -376381.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -376385.562500 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -376385.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -376386.593750 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -376386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -376388.625000 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -376388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -376390.093750 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -376390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -376390.406250 Penalty: 3862.129883
	Iteration 22Q: 3 clusters Score -376390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -376393.406250 Penalty: 3862.129883
	Iteration 23Q: 3 clusters Score -376393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -376393.906250 Penalty: 3862.129883
	Iteration 24Q: 3 clusters Score -376393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -376394.562500 Penalty: 3862.129883
	Iteration 25Q: 3 clusters Score -376394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -376394.968750 Penalty: 3862.129883
	Iteration 26Q: 3 clusters Score -376395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -376396.000000 Penalty: 3862.129883
	Iteration 27Q: 3 clusters Score -376396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -376396.000000 Penalty: 3862.129883
	Iteration 28F: 3 clusters Score -376396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120023.257812 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -120023.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120334.640625 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120334.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -120507.359375 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120507.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120741.250000 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -120741.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -121038.507812 Penalty: 3365.651611
	Iteration 4F: 3 clusters Score -121038.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -121221.539062 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -121221.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -121326.828125 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -121326.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121379.984375 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -121380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121423.867188 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -121423.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -121478.601562 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -121478.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -121520.687500 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -121520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -121541.734375 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -121541.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -121547.859375 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -121547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -121552.882812 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -121552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -121553.820312 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -121553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -121553.820312 Penalty: 3365.651611
	Iteration 15F: 3 clusters Score -121553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -228546.578125 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228546.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -228930.796875 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228930.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -229015.531250 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229015.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -229061.453125 Penalty: 3658.437500
	Iteration 3Q: 3 clusters Score -229061.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -229097.281250 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229097.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -229123.875000 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229123.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -229141.750000 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229141.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -229159.828125 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229159.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -229176.312500 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229176.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -229188.890625 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229188.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -229199.359375 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229199.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -229207.859375 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -229213.406250 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -229216.250000 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229216.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -229219.859375 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -229226.156250 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229226.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -229230.703125 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229230.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -229236.343750 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -229242.484375 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229242.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -229245.640625 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -229247.703125 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -229248.156250 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -229248.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -229248.156250 Penalty: 3658.437500
	Iteration 22F: 3 clusters Score -229248.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109948 members 
Entering Unmasked Estep 
Score: -17330104.000000 Penalty: 2878.725098
	Iteration 0F: 2 clusters Score -1.73301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -17259236.000000 Penalty: 5757.450195
	Iteration 0F: 3 clusters Score -1.725924e+07 nChanged 52031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -17288250.000000 Penalty: 5757.450195
	Iteration 1F: 3 clusters Score -1.728825e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -17288940.000000 Penalty: 5757.450195
	Iteration 2Q: 3 clusters Score -1.728894e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -17289580.000000 Penalty: 5757.450195
	Iteration 3Q: 3 clusters Score -1.728958e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -17290586.000000 Penalty: 5757.450195
	Iteration 4Q: 3 clusters Score -1.729059e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -17291716.000000 Penalty: 5757.450195
	Iteration 5Q: 3 clusters Score -1.729172e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -17293414.000000 Penalty: 5757.450195
	Iteration 6Q: 3 clusters Score -1.729341e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -17295588.000000 Penalty: 5757.450195
	Iteration 7Q: 3 clusters Score -1.729559e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -17298404.000000 Penalty: 5757.450195
	Iteration 8Q: 3 clusters Score -1.72984e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -17301760.000000 Penalty: 5757.450195
	Iteration 9F: 3 clusters Score -1.730176e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -17305646.000000 Penalty: 5757.450195
	Iteration 10F: 3 clusters Score -1.730565e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -17309626.000000 Penalty: 5757.450195
	Iteration 11F: 3 clusters Score -1.730963e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -17313256.000000 Penalty: 5757.450195
	Iteration 12F: 3 clusters Score -1.731326e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 71737 members 
Entering Unmasked Estep 
Score: -17315596.000000 Penalty: 5757.450195
	Iteration 13Q: 3 clusters Score -1.73156e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -17316836.000000 Penalty: 5757.450195
	Iteration 14Q: 3 clusters Score -1.731684e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 73166 members 
Entering Unmasked Estep 
Score: -17317424.000000 Penalty: 5757.450195
	Iteration 15Q: 3 clusters Score -1.731742e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -17317814.000000 Penalty: 5757.450195
	Iteration 16Q: 3 clusters Score -1.731781e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -17318054.000000 Penalty: 5757.450195
	Iteration 17Q: 3 clusters Score -1.731805e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -17318332.000000 Penalty: 5757.450195
	Iteration 18Q: 3 clusters Score -1.731833e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -17318558.000000 Penalty: 5757.450195
	Iteration 19Q: 3 clusters Score -1.731856e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -17318662.000000 Penalty: 5757.450195
	Iteration 20F: 3 clusters Score -1.731866e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 77539 members 
Entering Unmasked Estep 
Score: -17318942.000000 Penalty: 5757.450195
	Iteration 21Q: 3 clusters Score -1.731894e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -17319274.000000 Penalty: 5757.450195
	Iteration 22Q: 3 clusters Score -1.731927e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -17319540.000000 Penalty: 5757.450195
	Iteration 23Q: 3 clusters Score -1.731954e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -17319784.000000 Penalty: 5757.450195
	Iteration 24Q: 3 clusters Score -1.731978e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -17320028.000000 Penalty: 5757.450195
	Iteration 25Q: 3 clusters Score -1.732003e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 82270 members 
Entering Unmasked Estep 
Score: -17320274.000000 Penalty: 5757.450195
	Iteration 26Q: 3 clusters Score -1.732027e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 83298 members 
Entering Unmasked Estep 
Score: -17320546.000000 Penalty: 5757.450195
	Iteration 27Q: 3 clusters Score -1.732055e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -17320818.000000 Penalty: 5757.450195
	Iteration 28Q: 3 clusters Score -1.732082e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 85499 members 
Entering Unmasked Estep 
Score: -17321170.000000 Penalty: 5757.450195
	Iteration 29Q: 3 clusters Score -1.732117e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -17321448.000000 Penalty: 5757.450195
	Iteration 30Q: 3 clusters Score -1.732145e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -17321732.000000 Penalty: 5757.450195
	Iteration 31Q: 3 clusters Score -1.732173e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -17322054.000000 Penalty: 5757.450195
	Iteration 32Q: 3 clusters Score -1.732205e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -17322452.000000 Penalty: 5757.450195
	Iteration 33Q: 3 clusters Score -1.732245e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 91869 members 
Entering Unmasked Estep 
Score: -17322904.000000 Penalty: 5757.450195
	Iteration 34Q: 3 clusters Score -1.73229e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -17323252.000000 Penalty: 5757.450195
	Iteration 35Q: 3 clusters Score -1.732325e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -17323644.000000 Penalty: 5757.450195
	Iteration 36Q: 3 clusters Score -1.732364e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -17324080.000000 Penalty: 5757.450195
	Iteration 37Q: 3 clusters Score -1.732408e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -17324504.000000 Penalty: 5757.450195
	Iteration 38Q: 3 clusters Score -1.73245e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -17324854.000000 Penalty: 5757.450195
	Iteration 39Q: 3 clusters Score -1.732485e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -17325286.000000 Penalty: 5757.450195
	Iteration 40F: 3 clusters Score -1.732529e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -17325624.000000 Penalty: 5757.450195
	Iteration 41Q: 3 clusters Score -1.732562e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 101498 members 
Entering Unmasked Estep 
Score: -17325926.000000 Penalty: 5757.450195
	Iteration 42Q: 3 clusters Score -1.732593e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -17326252.000000 Penalty: 5757.450195
	Iteration 43Q: 3 clusters Score -1.732625e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 103124 members 
Entering Unmasked Estep 
Score: -17326504.000000 Penalty: 5757.450195
	Iteration 44Q: 3 clusters Score -1.73265e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 103809 members 
Entering Unmasked Estep 
Score: -17326638.000000 Penalty: 5757.450195
	Iteration 45Q: 3 clusters Score -1.732664e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 104414 members 
Entering Unmasked Estep 
Score: -17326734.000000 Penalty: 5757.450195
	Iteration 46Q: 3 clusters Score -1.732673e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -17326828.000000 Penalty: 5757.450195
	Iteration 47Q: 3 clusters Score -1.732683e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -17326984.000000 Penalty: 5757.450195
	Iteration 48Q: 3 clusters Score -1.732698e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -17327104.000000 Penalty: 5757.450195
	Iteration 49Q: 3 clusters Score -1.73271e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -17327202.000000 Penalty: 5757.450195
	Iteration 50Q: 3 clusters Score -1.73272e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 106458 members 
Entering Unmasked Estep 
Score: -17327302.000000 Penalty: 5757.450195
	Iteration 51Q: 3 clusters Score -1.73273e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 106713 members 
Entering Unmasked Estep 
Score: -17327404.000000 Penalty: 5757.450195
	Iteration 52Q: 3 clusters Score -1.73274e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -17327498.000000 Penalty: 5757.450195
	Iteration 53Q: 3 clusters Score -1.73275e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -17327536.000000 Penalty: 5757.450195
	Iteration 54Q: 3 clusters Score -1.732754e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 107288 members 
Entering Unmasked Estep 
Score: -17327596.000000 Penalty: 5757.450195
	Iteration 55Q: 3 clusters Score -1.73276e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 107444 members 
Entering Unmasked Estep 
Score: -17327628.000000 Penalty: 5757.450195
	Iteration 56Q: 3 clusters Score -1.732763e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -17327686.000000 Penalty: 5757.450195
	Iteration 57Q: 3 clusters Score -1.732769e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 107651 members 
Entering Unmasked Estep 
Score: -17327716.000000 Penalty: 5757.450195
	Iteration 58Q: 3 clusters Score -1.732772e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 107726 members 
Entering Unmasked Estep 
Score: -17327762.000000 Penalty: 5757.450195
	Iteration 59Q: 3 clusters Score -1.732776e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -17327804.000000 Penalty: 5757.450195
	Iteration 60F: 3 clusters Score -1.73278e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -17327824.000000 Penalty: 5757.450195
	Iteration 61Q: 3 clusters Score -1.732782e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -17327856.000000 Penalty: 5757.450195
	Iteration 62Q: 3 clusters Score -1.732786e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -17327862.000000 Penalty: 5757.450195
	Iteration 63Q: 3 clusters Score -1.732786e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -17327884.000000 Penalty: 5757.450195
	Iteration 64Q: 3 clusters Score -1.732788e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -17327866.000000 Penalty: 5757.450195
	Iteration 65Q: 3 clusters Score -1.732787e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 108078 members 
Entering Unmasked Estep 
Score: -17327896.000000 Penalty: 5757.450195
	Iteration 66Q: 3 clusters Score -1.73279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 108105 members 
Entering Unmasked Estep 
Score: -17327914.000000 Penalty: 5757.450195
	Iteration 67Q: 3 clusters Score -1.732791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 108125 members 
Entering Unmasked Estep 
Score: -17327922.000000 Penalty: 5757.450195
	Iteration 68Q: 3 clusters Score -1.732792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 108149 members 
Entering Unmasked Estep 
Score: -17327902.000000 Penalty: 5757.450195
	Iteration 69Q: 3 clusters Score -1.73279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 108172 members 
Entering Unmasked Estep 
Score: -17327892.000000 Penalty: 5757.450195
	Iteration 70Q: 3 clusters Score -1.732789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 108190 members 
Entering Unmasked Estep 
Score: -17327902.000000 Penalty: 5757.450195
	Iteration 71Q: 3 clusters Score -1.73279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 108208 members 
Entering Unmasked Estep 
Score: -17327916.000000 Penalty: 5757.450195
	Iteration 72Q: 3 clusters Score -1.732792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 108224 members 
Entering Unmasked Estep 
Score: -17327918.000000 Penalty: 5757.450195
	Iteration 73Q: 3 clusters Score -1.732792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 108227 members 
Entering Unmasked Estep 
Score: -17327926.000000 Penalty: 5757.450195
	Iteration 74Q: 3 clusters Score -1.732793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -17327926.000000 Penalty: 5757.450195
	Iteration 75Q: 3 clusters Score -1.732793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -17327926.000000 Penalty: 5757.450195
	Iteration 76Q: 3 clusters Score -1.732793e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 108251 members 
Entering Unmasked Estep 
Score: -17327940.000000 Penalty: 5757.450195
	Iteration 77Q: 3 clusters Score -1.732794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -17327938.000000 Penalty: 5757.450195
	Iteration 78Q: 3 clusters Score -1.732794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -17327942.000000 Penalty: 5757.450195
	Iteration 79Q: 3 clusters Score -1.732794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 108269 members 
Entering Unmasked Estep 
Score: -17327934.000000 Penalty: 5757.450195
	Iteration 80F: 3 clusters Score -1.732793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 108275 members 
Entering Unmasked Estep 
Score: -17327928.000000 Penalty: 5757.450195
	Iteration 81Q: 3 clusters Score -1.732793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -17327942.000000 Penalty: 5757.450195
	Iteration 82Q: 3 clusters Score -1.732794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -17327956.000000 Penalty: 5757.450195
	Iteration 83Q: 3 clusters Score -1.732796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -17327950.000000 Penalty: 5757.450195
	Iteration 84Q: 3 clusters Score -1.732795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -17327956.000000 Penalty: 5757.450195
	Iteration 85Q: 3 clusters Score -1.732796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 108315 members 
Entering Unmasked Estep 
Score: -17327938.000000 Penalty: 5757.450195
	Iteration 86Q: 3 clusters Score -1.732794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 108319 members 
Entering Unmasked Estep 
Score: -17327948.000000 Penalty: 5757.450195
	Iteration 87Q: 3 clusters Score -1.732795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 108325 members 
Entering Unmasked Estep 
Score: -17327938.000000 Penalty: 5757.450195
	Iteration 88Q: 3 clusters Score -1.732794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 108332 members 
Entering Unmasked Estep 
Score: -17327952.000000 Penalty: 5757.450195
	Iteration 89Q: 3 clusters Score -1.732795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 108339 members 
Entering Unmasked Estep 
Score: -17327948.000000 Penalty: 5757.450195
	Iteration 90Q: 3 clusters Score -1.732795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -17327956.000000 Penalty: 5757.450195
	Iteration 91Q: 3 clusters Score -1.732796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 108349 members 
Entering Unmasked Estep 
Score: -17327964.000000 Penalty: 5757.450195
	Iteration 92Q: 3 clusters Score -1.732796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -17327960.000000 Penalty: 5757.450195
	Iteration 93Q: 3 clusters Score -1.732796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 108349 members 
Entering Unmasked Estep 
Score: -17327956.000000 Penalty: 5757.450195
	Iteration 94Q: 3 clusters Score -1.732796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -17327960.000000 Penalty: 5757.450195
	Iteration 95Q: 3 clusters Score -1.732796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -17327954.000000 Penalty: 5757.450195
	Iteration 96Q: 3 clusters Score -1.732795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -17327948.000000 Penalty: 5757.450195
	Iteration 97Q: 3 clusters Score -1.732795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 108352 members 
Entering Unmasked Estep 
Score: -17327950.000000 Penalty: 5757.450195
	Iteration 98Q: 3 clusters Score -1.732795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -17327948.000000 Penalty: 5757.450195
	Iteration 99Q: 3 clusters Score -1.732795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 108357 members 
Entering Unmasked Estep 
Score: -17327952.000000 Penalty: 5757.450195
	Iteration 100F: 3 clusters Score -1.732795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Entering Unmasked Estep 
Score: -436064.156250 Penalty: 1979.893066
	Iteration 0F: 2 clusters Score -436064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -432822.687500 Penalty: 3959.786133
	Iteration 0F: 3 clusters Score -432822.7 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -433409.531250 Penalty: 3959.786133
	Iteration 1F: 3 clusters Score -433409.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -433587.968750 Penalty: 3959.786133
	Iteration 2F: 3 clusters Score -433588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -433688.281250 Penalty: 3959.786133
	Iteration 3Q: 3 clusters Score -433688.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -433763.968750 Penalty: 3959.786133
	Iteration 4Q: 3 clusters Score -433764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -433815.687500 Penalty: 3959.786133
	Iteration 5Q: 3 clusters Score -433815.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -433851.156250 Penalty: 3959.786133
	Iteration 6Q: 3 clusters Score -433851.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -433878.781250 Penalty: 3959.786133
	Iteration 7Q: 3 clusters Score -433878.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -433896.968750 Penalty: 3959.786133
	Iteration 8Q: 3 clusters Score -433897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -433909.250000 Penalty: 3959.786133
	Iteration 9Q: 3 clusters Score -433909.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -433920.062500 Penalty: 3959.786133
	Iteration 10Q: 3 clusters Score -433920.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -433931.406250 Penalty: 3959.786133
	Iteration 11Q: 3 clusters Score -433931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -433942.343750 Penalty: 3959.786133
	Iteration 12Q: 3 clusters Score -433942.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -433952.531250 Penalty: 3959.786133
	Iteration 13Q: 3 clusters Score -433952.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -433966.156250 Penalty: 3959.786133
	Iteration 14Q: 3 clusters Score -433966.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -433973.750000 Penalty: 3959.786133
	Iteration 15Q: 3 clusters Score -433973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -433983.562500 Penalty: 3959.786133
	Iteration 16Q: 3 clusters Score -433983.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -433992.281250 Penalty: 3959.786133
	Iteration 17Q: 3 clusters Score -433992.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -433999.562500 Penalty: 3959.786133
	Iteration 18Q: 3 clusters Score -433999.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -434005.187500 Penalty: 3959.786133
	Iteration 19Q: 3 clusters Score -434005.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -434011.062500 Penalty: 3959.786133
	Iteration 20F: 3 clusters Score -434011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -434019.031250 Penalty: 3959.786133
	Iteration 21Q: 3 clusters Score -434019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -434024.468750 Penalty: 3959.786133
	Iteration 22Q: 3 clusters Score -434024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -434029.531250 Penalty: 3959.786133
	Iteration 23Q: 3 clusters Score -434029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -434030.562500 Penalty: 3959.786133
	Iteration 24Q: 3 clusters Score -434030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -434032.406250 Penalty: 3959.786133
	Iteration 25Q: 3 clusters Score -434032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -434035.500000 Penalty: 3959.786133
	Iteration 26Q: 3 clusters Score -434035.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -434037.656250 Penalty: 3959.786133
	Iteration 27Q: 3 clusters Score -434037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -434039.468750 Penalty: 3959.786133
	Iteration 28Q: 3 clusters Score -434039.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -434042.125000 Penalty: 3959.786133
	Iteration 29Q: 3 clusters Score -434042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -434045.093750 Penalty: 3959.786133
	Iteration 30Q: 3 clusters Score -434045.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -434049.656250 Penalty: 3959.786133
	Iteration 31Q: 3 clusters Score -434049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -434051.156250 Penalty: 3959.786133
	Iteration 32Q: 3 clusters Score -434051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -434051.625000 Penalty: 3959.786133
	Iteration 33Q: 3 clusters Score -434051.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -434054.968750 Penalty: 3959.786133
	Iteration 34Q: 3 clusters Score -434055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -434057.906250 Penalty: 3959.786133
	Iteration 35Q: 3 clusters Score -434057.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -434062.312500 Penalty: 3959.786133
	Iteration 36Q: 3 clusters Score -434062.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -434067.718750 Penalty: 3959.786133
	Iteration 37Q: 3 clusters Score -434067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -434071.281250 Penalty: 3959.786133
	Iteration 38Q: 3 clusters Score -434071.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -434075.656250 Penalty: 3959.786133
	Iteration 39Q: 3 clusters Score -434075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -434078.593750 Penalty: 3959.786133
	Iteration 40F: 3 clusters Score -434078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -434081.062500 Penalty: 3959.786133
	Iteration 41Q: 3 clusters Score -434081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -434082.656250 Penalty: 3959.786133
	Iteration 42Q: 3 clusters Score -434082.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -434086.687500 Penalty: 3959.786133
	Iteration 43Q: 3 clusters Score -434086.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -434102.531250 Penalty: 3959.786133
	Iteration 44Q: 3 clusters Score -434102.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -434113.656250 Penalty: 3959.786133
	Iteration 45Q: 3 clusters Score -434113.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -434123.968750 Penalty: 3959.786133
	Iteration 46Q: 3 clusters Score -434124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -434145.125000 Penalty: 3959.786133
	Iteration 47Q: 3 clusters Score -434145.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -434173.500000 Penalty: 3959.786133
	Iteration 48Q: 3 clusters Score -434173.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -434207.093750 Penalty: 3959.786133
	Iteration 49Q: 3 clusters Score -434207.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -434249.437500 Penalty: 3959.786133
	Iteration 50Q: 3 clusters Score -434249.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -434299.687500 Penalty: 3959.786133
	Iteration 51Q: 3 clusters Score -434299.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -434364.281250 Penalty: 3959.786133
	Iteration 52Q: 3 clusters Score -434364.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -434422.406250 Penalty: 3959.786133
	Iteration 53Q: 3 clusters Score -434422.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -434485.687500 Penalty: 3959.786133
	Iteration 54Q: 3 clusters Score -434485.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -434532.218750 Penalty: 3959.786133
	Iteration 55Q: 3 clusters Score -434532.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -434565.531250 Penalty: 3959.786133
	Iteration 56Q: 3 clusters Score -434565.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -434607.343750 Penalty: 3959.786133
	Iteration 57Q: 3 clusters Score -434607.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -434659.906250 Penalty: 3959.786133
	Iteration 58Q: 3 clusters Score -434659.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -434707.250000 Penalty: 3959.786133
	Iteration 59Q: 3 clusters Score -434707.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -434744.562500 Penalty: 3959.786133
	Iteration 60F: 3 clusters Score -434744.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -434771.250000 Penalty: 3959.786133
	Iteration 61Q: 3 clusters Score -434771.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -434794.156250 Penalty: 3959.786133
	Iteration 62Q: 3 clusters Score -434794.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -434810.656250 Penalty: 3959.786133
	Iteration 63Q: 3 clusters Score -434810.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -434815.875000 Penalty: 3959.786133
	Iteration 64Q: 3 clusters Score -434815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -434824.156250 Penalty: 3959.786133
	Iteration 65Q: 3 clusters Score -434824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -434828.718750 Penalty: 3959.786133
	Iteration 66Q: 3 clusters Score -434828.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -434832.750000 Penalty: 3959.786133
	Iteration 67Q: 3 clusters Score -434832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -434834.875000 Penalty: 3959.786133
	Iteration 68Q: 3 clusters Score -434834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -434835.593750 Penalty: 3959.786133
	Iteration 69Q: 3 clusters Score -434835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -434836.281250 Penalty: 3959.786133
	Iteration 70Q: 3 clusters Score -434836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -434836.281250 Penalty: 3959.786133
	Iteration 71F: 3 clusters Score -434836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (98421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Entering Unmasked Estep 
Score: -15537102.000000 Penalty: 2851.258301
	Iteration 0F: 2 clusters Score -1.55371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -15472358.000000 Penalty: 5702.516602
	Iteration 0F: 3 clusters Score -1.547236e+07 nChanged 46591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -15499214.000000 Penalty: 5702.516602
	Iteration 1F: 3 clusters Score -1.549921e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -15500133.000000 Penalty: 5702.516602
	Iteration 2Q: 3 clusters Score -1.550013e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -15501406.000000 Penalty: 5702.516602
	Iteration 3Q: 3 clusters Score -1.550141e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -15503225.000000 Penalty: 5702.516602
	Iteration 4Q: 3 clusters Score -1.550322e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -15505828.000000 Penalty: 5702.516602
	Iteration 5Q: 3 clusters Score -1.550583e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -15509265.000000 Penalty: 5702.516602
	Iteration 6F: 3 clusters Score -1.550926e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -15513534.000000 Penalty: 5702.516602
	Iteration 7F: 3 clusters Score -1.551353e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -15517980.000000 Penalty: 5702.516602
	Iteration 8F: 3 clusters Score -1.551798e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -15521663.000000 Penalty: 5702.516602
	Iteration 9F: 3 clusters Score -1.552166e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -15524028.000000 Penalty: 5702.516602
	Iteration 10Q: 3 clusters Score -1.552403e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -15525546.000000 Penalty: 5702.516602
	Iteration 11Q: 3 clusters Score -1.552555e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -15526489.000000 Penalty: 5702.516602
	Iteration 12Q: 3 clusters Score -1.552649e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -15527231.000000 Penalty: 5702.516602
	Iteration 13Q: 3 clusters Score -1.552723e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81309 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -15527845.000000 Penalty: 5702.516602
	Iteration 14Q: 3 clusters Score -1.552784e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -15528451.000000 Penalty: 5702.516602
	Iteration 15Q: 3 clusters Score -1.552845e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -15529006.000000 Penalty: 5702.516602
	Iteration 16Q: 3 clusters Score -1.552901e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -15529553.000000 Penalty: 5702.516602
	Iteration 17Q: 3 clusters Score -1.552955e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -15530008.000000 Penalty: 5702.516602
	Iteration 18Q: 3 clusters Score -1.553001e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -15530529.000000 Penalty: 5702.516602
	Iteration 19Q: 3 clusters Score -1.553053e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -15531007.000000 Penalty: 5702.516602
	Iteration 20F: 3 clusters Score -1.553101e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -15531458.000000 Penalty: 5702.516602
	Iteration 21Q: 3 clusters Score -1.553146e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -15531845.000000 Penalty: 5702.516602
	Iteration 22Q: 3 clusters Score -1.553184e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91157 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -15532205.000000 Penalty: 5702.516602
	Iteration 23Q: 3 clusters Score -1.55322e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -15532570.000000 Penalty: 5702.516602
	Iteration 24Q: 3 clusters Score -1.553257e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -15532930.000000 Penalty: 5702.516602
	Iteration 25Q: 3 clusters Score -1.553293e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -15533277.000000 Penalty: 5702.516602
	Iteration 26Q: 3 clusters Score -1.553328e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -15533509.000000 Penalty: 5702.516602
	Iteration 27Q: 3 clusters Score -1.553351e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -15533725.000000 Penalty: 5702.516602
	Iteration 28Q: 3 clusters Score -1.553372e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -15533940.000000 Penalty: 5702.516602
	Iteration 29Q: 3 clusters Score -1.553394e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95192 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -15534087.000000 Penalty: 5702.516602
	Iteration 30Q: 3 clusters Score -1.553409e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -15534206.000000 Penalty: 5702.516602
	Iteration 31Q: 3 clusters Score -1.553421e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -15534277.000000 Penalty: 5702.516602
	Iteration 32Q: 3 clusters Score -1.553428e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -15534385.000000 Penalty: 5702.516602
	Iteration 33Q: 3 clusters Score -1.553438e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -15534452.000000 Penalty: 5702.516602
	Iteration 34Q: 3 clusters Score -1.553445e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -15534522.000000 Penalty: 5702.516602
	Iteration 35Q: 3 clusters Score -1.553452e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -15534561.000000 Penalty: 5702.516602
	Iteration 36Q: 3 clusters Score -1.553456e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96502 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -15534616.000000 Penalty: 5702.516602
	Iteration 37Q: 3 clusters Score -1.553462e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96597 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -15534614.000000 Penalty: 5702.516602
	Iteration 38Q: 3 clusters Score -1.553461e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -15534653.000000 Penalty: 5702.516602
	Iteration 39Q: 3 clusters Score -1.553465e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15534649.000000 Penalty: 5702.516602
	Iteration 40F: 3 clusters Score -1.553465e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -15534653.000000 Penalty: 5702.516602
	Iteration 41Q: 3 clusters Score -1.553465e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96813 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -15534661.000000 Penalty: 5702.516602
	Iteration 42Q: 3 clusters Score -1.553466e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15534696.000000 Penalty: 5702.516602
	Iteration 43Q: 3 clusters Score -1.55347e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -15534717.000000 Penalty: 5702.516602
	Iteration 44Q: 3 clusters Score -1.553472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -15534701.000000 Penalty: 5702.516602
	Iteration 45Q: 3 clusters Score -1.55347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -15534716.000000 Penalty: 5702.516602
	Iteration 46Q: 3 clusters Score -1.553472e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15534742.000000 Penalty: 5702.516602
	Iteration 47Q: 3 clusters Score -1.553474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97018 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -15534762.000000 Penalty: 5702.516602
	Iteration 48Q: 3 clusters Score -1.553476e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -15534758.000000 Penalty: 5702.516602
	Iteration 49Q: 3 clusters Score -1.553476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -15534755.000000 Penalty: 5702.516602
	Iteration 50Q: 3 clusters Score -1.553476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15534750.000000 Penalty: 5702.516602
	Iteration 51Q: 3 clusters Score -1.553475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -15534759.000000 Penalty: 5702.516602
	Iteration 52Q: 3 clusters Score -1.553476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -15534784.000000 Penalty: 5702.516602
	Iteration 53Q: 3 clusters Score -1.553478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -15534795.000000 Penalty: 5702.516602
	Iteration 54Q: 3 clusters Score -1.55348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15534799.000000 Penalty: 5702.516602
	Iteration 55Q: 3 clusters Score -1.55348e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -15534808.000000 Penalty: 5702.516602
	Iteration 56Q: 3 clusters Score -1.553481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97135 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15534807.000000 Penalty: 5702.516602
	Iteration 57Q: 3 clusters Score -1.553481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97142 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -15534803.000000 Penalty: 5702.516602
	Iteration 58Q: 3 clusters Score -1.55348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -15534815.000000 Penalty: 5702.516602
	Iteration 59Q: 3 clusters Score -1.553482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -15534812.000000 Penalty: 5702.516602
	Iteration 60F: 3 clusters Score -1.553481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -15534808.000000 Penalty: 5702.516602
	Iteration 61Q: 3 clusters Score -1.553481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -15534811.000000 Penalty: 5702.516602
	Iteration 62Q: 3 clusters Score -1.553481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -15534816.000000 Penalty: 5702.516602
	Iteration 63Q: 3 clusters Score -1.553482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -15534816.000000 Penalty: 5702.516602
	Iteration 64F: 3 clusters Score -1.553482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 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 260 members 
Entering Unmasked Estep 
Score: -73677.890625 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73677.89 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73895.507812 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73895.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73952.140625 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -73952.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73970.984375 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -73970.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -73979.726562 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -73979.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -73991.367188 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -73991.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73996.820312 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -73996.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73997.671875 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -73997.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -73997.671875 Penalty: 3144.818115
	Iteration 8F: 3 clusters Score -73997.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -2415670.000000 Penalty: 2390.908203
	Iteration 0F: 2 clusters Score -2415670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2404565.250000 Penalty: 4781.816406
	Iteration 0F: 3 clusters Score -2404565 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2408252.500000 Penalty: 4781.816406
	Iteration 1F: 3 clusters Score -2408252 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2408662.750000 Penalty: 4781.816406
	Iteration 2F: 3 clusters Score -2408663 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2409012.750000 Penalty: 4781.816406
	Iteration 3Q: 3 clusters Score -2409013 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2409335.000000 Penalty: 4781.816406
	Iteration 4Q: 3 clusters Score -2409335 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2409600.250000 Penalty: 4781.816406
	Iteration 5Q: 3 clusters Score -2409600 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2409849.250000 Penalty: 4781.816406
	Iteration 6Q: 3 clusters Score -2409849 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2410067.500000 Penalty: 4781.816406
	Iteration 7Q: 3 clusters Score -2410068 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2410284.500000 Penalty: 4781.816406
	Iteration 8Q: 3 clusters Score -2410284 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2410512.750000 Penalty: 4781.816406
	Iteration 9Q: 3 clusters Score -2410513 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2410758.750000 Penalty: 4781.816406
	Iteration 10Q: 3 clusters Score -2410759 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2410981.500000 Penalty: 4781.816406
	Iteration 11Q: 3 clusters Score -2410982 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2411250.250000 Penalty: 4781.816406
	Iteration 12Q: 3 clusters Score -2411250 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2411557.500000 Penalty: 4781.816406
	Iteration 13Q: 3 clusters Score -2411558 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2411870.750000 Penalty: 4781.816406
	Iteration 14Q: 3 clusters Score -2411871 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2412181.000000 Penalty: 4781.816406
	Iteration 15Q: 3 clusters Score -2412181 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2412514.500000 Penalty: 4781.816406
	Iteration 16Q: 3 clusters Score -2412514 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2412882.250000 Penalty: 4781.816406
	Iteration 17Q: 3 clusters Score -2412882 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2413267.250000 Penalty: 4781.816406
	Iteration 18Q: 3 clusters Score -2413267 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2413555.500000 Penalty: 4781.816406
	Iteration 19Q: 3 clusters Score -2413556 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2413699.750000 Penalty: 4781.816406
	Iteration 20F: 3 clusters Score -2413700 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2413791.000000 Penalty: 4781.816406
	Iteration 21Q: 3 clusters Score -2413791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2413868.000000 Penalty: 4781.816406
	Iteration 22Q: 3 clusters Score -2413868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2413908.000000 Penalty: 4781.816406
	Iteration 23Q: 3 clusters Score -2413908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2413940.250000 Penalty: 4781.816406
	Iteration 24Q: 3 clusters Score -2413940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2413957.250000 Penalty: 4781.816406
	Iteration 25Q: 3 clusters Score -2413957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2413970.750000 Penalty: 4781.816406
	Iteration 26Q: 3 clusters Score -2413971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2413980.000000 Penalty: 4781.816406
	Iteration 27Q: 3 clusters Score -2413980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2413996.000000 Penalty: 4781.816406
	Iteration 28Q: 3 clusters Score -2413996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2414007.500000 Penalty: 4781.816406
	Iteration 29Q: 3 clusters Score -2414008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2414012.250000 Penalty: 4781.816406
	Iteration 30Q: 3 clusters Score -2414012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2414020.500000 Penalty: 4781.816406
	Iteration 31Q: 3 clusters Score -2414020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2414024.500000 Penalty: 4781.816406
	Iteration 32Q: 3 clusters Score -2414024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2414024.500000 Penalty: 4781.816406
	Iteration 33Q: 3 clusters Score -2414024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2414024.250000 Penalty: 4781.816406
	Iteration 34Q: 3 clusters Score -2414024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2414024.250000 Penalty: 4781.816406
	Iteration 35F: 3 clusters Score -2414024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -430020.812500 Penalty: 1976.829224
	Iteration 0F: 2 clusters Score -430020.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -426840.656250 Penalty: 3953.658447
	Iteration 0F: 3 clusters Score -426840.7 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -427648.968750 Penalty: 3953.658447
	Iteration 1F: 3 clusters Score -427649 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -427958.531250 Penalty: 3953.658447
	Iteration 2F: 3 clusters Score -427958.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -428235.312500 Penalty: 3953.658447
	Iteration 3F: 3 clusters Score -428235.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -428490.750000 Penalty: 3953.658447
	Iteration 4F: 3 clusters Score -428490.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -428695.312500 Penalty: 3953.658447
	Iteration 5F: 3 clusters Score -428695.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -428820.593750 Penalty: 3953.658447
	Iteration 6Q: 3 clusters Score -428820.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -428911.000000 Penalty: 3953.658447
	Iteration 7Q: 3 clusters Score -428911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -428965.312500 Penalty: 3953.658447
	Iteration 8Q: 3 clusters Score -428965.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -429021.312500 Penalty: 3953.658447
	Iteration 9Q: 3 clusters Score -429021.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -429071.000000 Penalty: 3953.658447
	Iteration 10Q: 3 clusters Score -429071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -429122.406250 Penalty: 3953.658447
	Iteration 11Q: 3 clusters Score -429122.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -429195.500000 Penalty: 3953.658447
	Iteration 12Q: 3 clusters Score -429195.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -429258.968750 Penalty: 3953.658447
	Iteration 13Q: 3 clusters Score -429259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -429343.156250 Penalty: 3953.658447
	Iteration 14Q: 3 clusters Score -429343.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -429465.406250 Penalty: 3953.658447
	Iteration 15Q: 3 clusters Score -429465.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -429518.531250 Penalty: 3953.658447
	Iteration 16Q: 3 clusters Score -429518.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -429553.875000 Penalty: 3953.658447
	Iteration 17Q: 3 clusters Score -429553.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -429579.125000 Penalty: 3953.658447
	Iteration 18Q: 3 clusters Score -429579.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -429607.468750 Penalty: 3953.658447
	Iteration 19Q: 3 clusters Score -429607.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -429616.937500 Penalty: 3953.658447
	Iteration 20F: 3 clusters Score -429616.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -429627.468750 Penalty: 3953.658447
	Iteration 21Q: 3 clusters Score -429627.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -429634.593750 Penalty: 3953.658447
	Iteration 22Q: 3 clusters Score -429634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -429641.031250 Penalty: 3953.658447
	Iteration 23Q: 3 clusters Score -429641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -429643.906250 Penalty: 3953.658447
	Iteration 24Q: 3 clusters Score -429643.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -429647.843750 Penalty: 3953.658447
	Iteration 25Q: 3 clusters Score -429647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -429650.906250 Penalty: 3953.658447
	Iteration 26Q: 3 clusters Score -429650.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -429653.843750 Penalty: 3953.658447
	Iteration 27Q: 3 clusters Score -429653.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -429657.343750 Penalty: 3953.658447
	Iteration 28Q: 3 clusters Score -429657.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -429659.375000 Penalty: 3953.658447
	Iteration 29Q: 3 clusters Score -429659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -429664.875000 Penalty: 3953.658447
	Iteration 30Q: 3 clusters Score -429664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -429669.093750 Penalty: 3953.658447
	Iteration 31Q: 3 clusters Score -429669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -429672.343750 Penalty: 3953.658447
	Iteration 32Q: 3 clusters Score -429672.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -429675.187500 Penalty: 3953.658447
	Iteration 33Q: 3 clusters Score -429675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -429676.406250 Penalty: 3953.658447
	Iteration 34Q: 3 clusters Score -429676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -429676.656250 Penalty: 3953.658447
	Iteration 35Q: 3 clusters Score -429676.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -429676.656250 Penalty: 3953.658447
	Iteration 36F: 3 clusters Score -429676.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Entering Unmasked Estep 
Score: -4338474.000000 Penalty: 2540.403076
	Iteration 0F: 2 clusters Score -4338474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4319246.000000 Penalty: 5080.806152
	Iteration 0F: 3 clusters Score -4319246 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -4325895.500000 Penalty: 5080.806152
	Iteration 1F: 3 clusters Score -4325896 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -4326424.500000 Penalty: 5080.806152
	Iteration 2F: 3 clusters Score -4326424 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4327005.000000 Penalty: 5080.806152
	Iteration 3Q: 3 clusters Score -4327005 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -4327753.000000 Penalty: 5080.806152
	Iteration 4F: 3 clusters Score -4327753 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4328709.000000 Penalty: 5080.806152
	Iteration 5F: 3 clusters Score -4328709 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -4330026.500000 Penalty: 5080.806152
	Iteration 6F: 3 clusters Score -4330026 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -4331625.000000 Penalty: 5080.806152
	Iteration 7F: 3 clusters Score -4331625 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4333242.000000 Penalty: 5080.806152
	Iteration 8F: 3 clusters Score -4333242 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4334561.500000 Penalty: 5080.806152
	Iteration 9F: 3 clusters Score -4334562 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4335346.000000 Penalty: 5080.806152
	Iteration 10Q: 3 clusters Score -4335346 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4335729.500000 Penalty: 5080.806152
	Iteration 11Q: 3 clusters Score -4335730 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4335976.000000 Penalty: 5080.806152
	Iteration 12Q: 3 clusters Score -4335976 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4336099.500000 Penalty: 5080.806152
	Iteration 13Q: 3 clusters Score -4336100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4336153.000000 Penalty: 5080.806152
	Iteration 14Q: 3 clusters Score -4336153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4336212.000000 Penalty: 5080.806152
	Iteration 15Q: 3 clusters Score -4336212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4336232.500000 Penalty: 5080.806152
	Iteration 16Q: 3 clusters Score -4336232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4336254.500000 Penalty: 5080.806152
	Iteration 17Q: 3 clusters Score -4336254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4336273.500000 Penalty: 5080.806152
	Iteration 18Q: 3 clusters Score -4336274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4336292.500000 Penalty: 5080.806152
	Iteration 19Q: 3 clusters Score -4336292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4336307.500000 Penalty: 5080.806152
	Iteration 20F: 3 clusters Score -4336308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4336308.000000 Penalty: 5080.806152
	Iteration 21Q: 3 clusters Score -4336308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4336308.000000 Penalty: 5080.806152
	Iteration 22F: 3 clusters Score -4336308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Entering Unmasked Estep 
Score: -4526925.500000 Penalty: 2544.707520
	Iteration 0F: 2 clusters Score -4526926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4507164.000000 Penalty: 5089.415039
	Iteration 0F: 3 clusters Score -4507164 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4514298.500000 Penalty: 5089.415039
	Iteration 1F: 3 clusters Score -4514298 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4514807.500000 Penalty: 5089.415039
	Iteration 2F: 3 clusters Score -4514808 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4515263.500000 Penalty: 5089.415039
	Iteration 3Q: 3 clusters Score -4515264 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4515680.500000 Penalty: 5089.415039
	Iteration 4Q: 3 clusters Score -4515680 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4516014.000000 Penalty: 5089.415039
	Iteration 5Q: 3 clusters Score -4516014 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -4516369.000000 Penalty: 5089.415039
	Iteration 6Q: 3 clusters Score -4516369 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4516728.000000 Penalty: 5089.415039
	Iteration 7Q: 3 clusters Score -4516728 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4517149.500000 Penalty: 5089.415039
	Iteration 8Q: 3 clusters Score -4517150 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4517656.500000 Penalty: 5089.415039
	Iteration 9Q: 3 clusters Score -4517656 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4518320.500000 Penalty: 5089.415039
	Iteration 10Q: 3 clusters Score -4518320 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -4519079.500000 Penalty: 5089.415039
	Iteration 11Q: 3 clusters Score -4519080 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4519877.500000 Penalty: 5089.415039
	Iteration 12Q: 3 clusters Score -4519878 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -4520744.500000 Penalty: 5089.415039
	Iteration 13Q: 3 clusters Score -4520744 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4521585.500000 Penalty: 5089.415039
	Iteration 14Q: 3 clusters Score -4521586 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4522377.500000 Penalty: 5089.415039
	Iteration 15Q: 3 clusters Score -4522378 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4522950.500000 Penalty: 5089.415039
	Iteration 16Q: 3 clusters Score -4522950 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4523368.500000 Penalty: 5089.415039
	Iteration 17Q: 3 clusters Score -4523368 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4523659.500000 Penalty: 5089.415039
	Iteration 18Q: 3 clusters Score -4523660 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4523851.000000 Penalty: 5089.415039
	Iteration 19Q: 3 clusters Score -4523851 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4524018.000000 Penalty: 5089.415039
	Iteration 20F: 3 clusters Score -4524018 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4524144.500000 Penalty: 5089.415039
	Iteration 21Q: 3 clusters Score -4524144 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4524251.000000 Penalty: 5089.415039
	Iteration 22Q: 3 clusters Score -4524251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4524332.500000 Penalty: 5089.415039
	Iteration 23Q: 3 clusters Score -4524332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4524427.000000 Penalty: 5089.415039
	Iteration 24Q: 3 clusters Score -4524427 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4524498.000000 Penalty: 5089.415039
	Iteration 25Q: 3 clusters Score -4524498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4524547.500000 Penalty: 5089.415039
	Iteration 26Q: 3 clusters Score -4524548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4524576.500000 Penalty: 5089.415039
	Iteration 27Q: 3 clusters Score -4524576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4524603.000000 Penalty: 5089.415039
	Iteration 28Q: 3 clusters Score -4524603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4524631.500000 Penalty: 5089.415039
	Iteration 29Q: 3 clusters Score -4524632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4524651.500000 Penalty: 5089.415039
	Iteration 30Q: 3 clusters Score -4524652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4524668.000000 Penalty: 5089.415039
	Iteration 31Q: 3 clusters Score -4524668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4524690.500000 Penalty: 5089.415039
	Iteration 32Q: 3 clusters Score -4524690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4524716.500000 Penalty: 5089.415039
	Iteration 33Q: 3 clusters Score -4524716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4524734.500000 Penalty: 5089.415039
	Iteration 34Q: 3 clusters Score -4524734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4524738.000000 Penalty: 5089.415039
	Iteration 35Q: 3 clusters Score -4524738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4524750.000000 Penalty: 5089.415039
	Iteration 36Q: 3 clusters Score -4524750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4524751.500000 Penalty: 5089.415039
	Iteration 37Q: 3 clusters Score -4524752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4524763.000000 Penalty: 5089.415039
	Iteration 38Q: 3 clusters Score -4524763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4524762.000000 Penalty: 5089.415039
	Iteration 39Q: 3 clusters Score -4524762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4524764.000000 Penalty: 5089.415039
	Iteration 40F: 3 clusters Score -4524764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4524764.500000 Penalty: 5089.415039
	Iteration 41Q: 3 clusters Score -4524764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4524764.500000 Penalty: 5089.415039
	Iteration 42F: 3 clusters Score -4524764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11761.809570 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11761.81 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12154.187500 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -12154.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12288.200195 Penalty: 2607.717773
	Iteration 2F: 3 clusters Score -12288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12396.896484 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12396.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12489.530273 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12489.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12582.339844 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -12582.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12641.380859 Penalty: 2607.717773
	Iteration 6Q: 3 clusters Score -12641.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12641.431641 Penalty: 2607.717773
	Iteration 7F: 3 clusters Score -12641.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12658.161133 Penalty: 2607.717773
	Iteration 8Q: 3 clusters Score -12658.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12687.719727 Penalty: 2607.717773
	Iteration 9Q: 3 clusters Score -12687.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12713.347656 Penalty: 2607.717773
	Iteration 10Q: 3 clusters Score -12713.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12779.979492 Penalty: 2607.717773
	Iteration 11Q: 3 clusters Score -12779.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12779.979492 Penalty: 2607.717773
	Iteration 12F: 3 clusters Score -12779.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126201 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109948 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28101 members 
Mstep: Class 31 contains 28593 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 64 members 
Entering Unmasked Estep 
Score: -86721296.000000 Penalty: 124812.671875
Splitting cluster 32 changes total score from -86723064.000000 to -86721296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (7467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Entering Unmasked Estep 
Score: -1102272.125000 Penalty: 2211.725586
	Iteration 0F: 2 clusters Score -1102272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1096176.250000 Penalty: 4423.451172
	Iteration 0F: 3 clusters Score -1096176 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1097920.500000 Penalty: 4423.451172
	Iteration 1F: 3 clusters Score -1097920 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1098288.750000 Penalty: 4423.451172
	Iteration 2F: 3 clusters Score -1098289 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1098597.625000 Penalty: 4423.451172
	Iteration 3F: 3 clusters Score -1098598 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1098860.750000 Penalty: 4423.451172
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1099145.375000 Penalty: 4423.451172
	Iteration 5F: 3 clusters Score -1099145 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1099435.625000 Penalty: 4423.451172
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1099767.625000 Penalty: 4423.451172
	Iteration 7F: 3 clusters Score -1099768 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1100055.125000 Penalty: 4423.451172
	Iteration 8Q: 3 clusters Score -1100055 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1100297.125000 Penalty: 4423.451172
	Iteration 9Q: 3 clusters Score -1100297 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1100462 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1100600 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1100705.875000 Penalty: 4423.451172
	Iteration 12Q: 3 clusters Score -1100706 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1100795.250000 Penalty: 4423.451172
	Iteration 13Q: 3 clusters Score -1100795 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1100862.625000 Penalty: 4423.451172
	Iteration 14Q: 3 clusters Score -1100863 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1100907.000000 Penalty: 4423.451172
	Iteration 15Q: 3 clusters Score -1100907 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1100952.625000 Penalty: 4423.451172
	Iteration 16Q: 3 clusters Score -1100953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1101001.250000 Penalty: 4423.451172
	Iteration 17Q: 3 clusters Score -1101001 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1101047.375000 Penalty: 4423.451172
	Iteration 18Q: 3 clusters Score -1101047 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1101085.250000 Penalty: 4423.451172
	Iteration 19Q: 3 clusters Score -1101085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1101116.625000 Penalty: 4423.451172
	Iteration 20F: 3 clusters Score -1101117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1101144.250000 Penalty: 4423.451172
	Iteration 21Q: 3 clusters Score -1101144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1101168.500000 Penalty: 4423.451172
	Iteration 22Q: 3 clusters Score -1101168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1101196.875000 Penalty: 4423.451172
	Iteration 23Q: 3 clusters Score -1101197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1101220.250000 Penalty: 4423.451172
	Iteration 24Q: 3 clusters Score -1101220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1101249.750000 Penalty: 4423.451172
	Iteration 25Q: 3 clusters Score -1101250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1101279.375000 Penalty: 4423.451172
	Iteration 26Q: 3 clusters Score -1101279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1101300.375000 Penalty: 4423.451172
	Iteration 27Q: 3 clusters Score -1101300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1101328.875000 Penalty: 4423.451172
	Iteration 28Q: 3 clusters Score -1101329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1101361.000000 Penalty: 4423.451172
	Iteration 29Q: 3 clusters Score -1101361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1101383.250000 Penalty: 4423.451172
	Iteration 30Q: 3 clusters Score -1101383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1101411.500000 Penalty: 4423.451172
	Iteration 31Q: 3 clusters Score -1101412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1101439.625000 Penalty: 4423.451172
	Iteration 32Q: 3 clusters Score -1101440 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3532 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1101466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1101491.125000 Penalty: 4423.451172
	Iteration 34Q: 3 clusters Score -1101491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1101517.875000 Penalty: 4423.451172
	Iteration 35Q: 3 clusters Score -1101518 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3700 members 
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Entering Unmasked Estep 
Score: -1101547.875000 Penalty: 4423.451172
	Iteration 36Q: 3 clusters Score -1101548 nChanged 66
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Mstep: Class 1 contains 3766 members 
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Entering Unmasked Estep 
Score: -1101579.875000 Penalty: 4423.451172
	Iteration 37Q: 3 clusters Score -1101580 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3832 members 
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Entering Unmasked Estep 
Score: -1101607.750000 Penalty: 4423.451172
	Iteration 38Q: 3 clusters Score -1101608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
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Entering Unmasked Estep 
Score: -1101626.500000 Penalty: 4423.451172
	Iteration 39Q: 3 clusters Score -1101626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1101649.000000 Penalty: 4423.451172
	Iteration 40F: 3 clusters Score -1101649 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1101670.875000 Penalty: 4423.451172
	Iteration 41Q: 3 clusters Score -1101671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1101686.125000 Penalty: 4423.451172
	Iteration 42Q: 3 clusters Score -1101686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1101698.250000 Penalty: 4423.451172
	Iteration 43Q: 3 clusters Score -1101698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1101714.375000 Penalty: 4423.451172
	Iteration 44Q: 3 clusters Score -1101714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1101733.000000 Penalty: 4423.451172
	Iteration 45Q: 3 clusters Score -1101733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1101744.500000 Penalty: 4423.451172
	Iteration 46Q: 3 clusters Score -1101744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1101756.000000 Penalty: 4423.451172
	Iteration 47Q: 3 clusters Score -1101756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1101770.500000 Penalty: 4423.451172
	Iteration 48Q: 3 clusters Score -1101770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1101785.500000 Penalty: 4423.451172
	Iteration 49Q: 3 clusters Score -1101786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1101797.500000 Penalty: 4423.451172
	Iteration 50Q: 3 clusters Score -1101798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1101804.375000 Penalty: 4423.451172
	Iteration 51Q: 3 clusters Score -1101804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1101815 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1101820.125000 Penalty: 4423.451172
	Iteration 53Q: 3 clusters Score -1101820 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4468 members 
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Entering Unmasked Estep 
Score: -1101826.250000 Penalty: 4423.451172
	Iteration 54Q: 3 clusters Score -1101826 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4492 members 
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Entering Unmasked Estep 
Score: -1101835.625000 Penalty: 4423.451172
	Iteration 55Q: 3 clusters Score -1101836 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4512 members 
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Entering Unmasked Estep 
Score: -1101841.000000 Penalty: 4423.451172
	Iteration 56Q: 3 clusters Score -1101841 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4528 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1101845 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4550 members 
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Entering Unmasked Estep 
Score: -1101856.625000 Penalty: 4423.451172
	Iteration 58Q: 3 clusters Score -1101857 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1101865.000000 Penalty: 4423.451172
	Iteration 59Q: 3 clusters Score -1101865 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1101875.375000 Penalty: 4423.451172
	Iteration 60F: 3 clusters Score -1101875 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1101886.500000 Penalty: 4423.451172
	Iteration 61Q: 3 clusters Score -1101886 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1101895.500000 Penalty: 4423.451172
	Iteration 62Q: 3 clusters Score -1101896 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1101902.375000 Penalty: 4423.451172
	Iteration 63Q: 3 clusters Score -1101902 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1101909.750000 Penalty: 4423.451172
	Iteration 64Q: 3 clusters Score -1101910 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4725 members 
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Entering Unmasked Estep 
Score: -1101915.125000 Penalty: 4423.451172
	Iteration 65Q: 3 clusters Score -1101915 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1101922.250000 Penalty: 4423.451172
	Iteration 66Q: 3 clusters Score -1101922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1101929.500000 Penalty: 4423.451172
	Iteration 67Q: 3 clusters Score -1101930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1101934.250000 Penalty: 4423.451172
	Iteration 68Q: 3 clusters Score -1101934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1101940.625000 Penalty: 4423.451172
	Iteration 69Q: 3 clusters Score -1101941 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1101951.625000 Penalty: 4423.451172
	Iteration 70Q: 3 clusters Score -1101952 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1101955.875000 Penalty: 4423.451172
	Iteration 71Q: 3 clusters Score -1101956 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1101962.125000 Penalty: 4423.451172
	Iteration 72Q: 3 clusters Score -1101962 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1101970.250000 Penalty: 4423.451172
	Iteration 73Q: 3 clusters Score -1101970 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1101976.250000 Penalty: 4423.451172
	Iteration 74Q: 3 clusters Score -1101976 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4922 members 
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Entering Unmasked Estep 
Score: -1101988.250000 Penalty: 4423.451172
	Iteration 75Q: 3 clusters Score -1101988 nChanged 21
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Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1101996.250000 Penalty: 4423.451172
	Iteration 76Q: 3 clusters Score -1101996 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1102006.000000 Penalty: 4423.451172
	Iteration 77Q: 3 clusters Score -1102006 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1102016.125000 Penalty: 4423.451172
	Iteration 78Q: 3 clusters Score -1102016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1102028.500000 Penalty: 4423.451172
	Iteration 79Q: 3 clusters Score -1102028 nChanged 21
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Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1102035.500000 Penalty: 4423.451172
	Iteration 80F: 3 clusters Score -1102036 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1102036.625000 Penalty: 4423.451172
	Iteration 81Q: 3 clusters Score -1102037 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1102039.125000 Penalty: 4423.451172
	Iteration 82Q: 3 clusters Score -1102039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1102042.500000 Penalty: 4423.451172
	Iteration 83Q: 3 clusters Score -1102042 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1102045.250000 Penalty: 4423.451172
	Iteration 84Q: 3 clusters Score -1102045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1102048.875000 Penalty: 4423.451172
	Iteration 85Q: 3 clusters Score -1102049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1102050.125000 Penalty: 4423.451172
	Iteration 86Q: 3 clusters Score -1102050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1102050.250000 Penalty: 4423.451172
	Iteration 87Q: 3 clusters Score -1102050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1102053.000000 Penalty: 4423.451172
	Iteration 88Q: 3 clusters Score -1102053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1102055.125000 Penalty: 4423.451172
	Iteration 89Q: 3 clusters Score -1102055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1102055.375000 Penalty: 4423.451172
	Iteration 90Q: 3 clusters Score -1102055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1102057.125000 Penalty: 4423.451172
	Iteration 91Q: 3 clusters Score -1102057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1102059.250000 Penalty: 4423.451172
	Iteration 92Q: 3 clusters Score -1102059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1102058.625000 Penalty: 4423.451172
	Iteration 93Q: 3 clusters Score -1102059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1102060.375000 Penalty: 4423.451172
	Iteration 94Q: 3 clusters Score -1102060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1102062.375000 Penalty: 4423.451172
	Iteration 95Q: 3 clusters Score -1102062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1102064.250000 Penalty: 4423.451172
	Iteration 96Q: 3 clusters Score -1102064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1102061.500000 Penalty: 4423.451172
	Iteration 97Q: 3 clusters Score -1102062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1102069.000000 Penalty: 4423.451172
	Iteration 98Q: 3 clusters Score -1102069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1102068.750000 Penalty: 4423.451172
	Iteration 99Q: 3 clusters Score -1102069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1102072.000000 Penalty: 4423.451172
	Iteration 100F: 3 clusters Score -1102072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1102070.250000 Penalty: 4423.451172
	Iteration 101Q: 3 clusters Score -1102070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1102069.875000 Penalty: 4423.451172
	Iteration 102Q: 3 clusters Score -1102070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1102073.625000 Penalty: 4423.451172
	Iteration 103Q: 3 clusters Score -1102074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1102072.625000 Penalty: 4423.451172
	Iteration 104Q: 3 clusters Score -1102073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1102072.125000 Penalty: 4423.451172
	Iteration 105Q: 3 clusters Score -1102072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1102074.750000 Penalty: 4423.451172
	Iteration 106Q: 3 clusters Score -1102075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1102075.000000 Penalty: 4423.451172
	Iteration 107Q: 3 clusters Score -1102075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1102075.250000 Penalty: 4423.451172
	Iteration 108Q: 3 clusters Score -1102075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1102076.375000 Penalty: 4423.451172
	Iteration 109Q: 3 clusters Score -1102076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1102076.375000 Penalty: 4423.451172
	Iteration 110F: 3 clusters Score -1102076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -144523.375000 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -144523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -142633.796875 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -142633.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -143728.234375 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -143728.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -144581.562500 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -144581.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -145118.609375 Penalty: 3451.861816
	Iteration 3F: 3 clusters Score -145118.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -145466.031250 Penalty: 3451.861816
	Iteration 4F: 3 clusters Score -145466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -145702.906250 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -145702.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -145801.765625 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -145801.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -145829.359375 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -145829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -145864.078125 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -145864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -145904.953125 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -145905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -145942.218750 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -145942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -145962.187500 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -145962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -145962.187500 Penalty: 3451.861816
	Iteration 12F: 3 clusters Score -145962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126201 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109948 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28101 members 
Mstep: Class 31 contains 28593 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Mstep: Class 38 contains 192 members 
Entering Unmasked Estep 
Score: -86722952.000000 Penalty: 124812.671875
Splitting cluster 34 changes total score from -86723064.000000 to -86722952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34715.617188 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34715.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34813.238281 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34813.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34827.531250 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34827.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34842.128906 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -34842.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34854.359375 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -34854.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34859.390625 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -34859.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34859.390625 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -34859.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37212.171875 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37212.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37289.167969 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37289.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37310.054688 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37310.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37317.269531 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37317.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37324.679688 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37324.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37342.300781 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37357.253906 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37357.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37357.253906 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -37357.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Entering Unmasked Estep 
Score: -18713.494141 Penalty: 1348.643677
	Iteration 0F: 2 clusters Score -18713.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17755.861328 Penalty: 2697.287354
	Iteration 0F: 3 clusters Score -17755.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17951.558594 Penalty: 2697.287354
	Iteration 1F: 3 clusters Score -17951.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18088.433594 Penalty: 2697.287354
	Iteration 2F: 3 clusters Score -18088.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18154.347656 Penalty: 2697.287354
	Iteration 3Q: 3 clusters Score -18154.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18207.263672 Penalty: 2697.287354
	Iteration 4Q: 3 clusters Score -18207.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18238.478516 Penalty: 2697.287354
	Iteration 5Q: 3 clusters Score -18238.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18240.425781 Penalty: 2697.287354
	Iteration 6Q: 3 clusters Score -18240.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18241.416016 Penalty: 2697.287354
	Iteration 7Q: 3 clusters Score -18241.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18241.416016 Penalty: 2697.287354
	Iteration 8F: 3 clusters Score -18241.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126201 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109948 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98421 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28101 members 
Mstep: Class 31 contains 28593 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 121528.132812
Iteration 159Q: 38 clusters Score -8.672308e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126207 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24457 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109917 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98440 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15380 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28101 members 
Mstep: Class 31 contains 28595 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723072.000000 Penalty: 121528.132812
Iteration 160F: 38 clusters Score -8.672307e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126206 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24453 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109897 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98460 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15381 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28102 members 
Mstep: Class 31 contains 28600 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723104.000000 Penalty: 121528.132812
Iteration 161Q: 38 clusters Score -8.67231e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126206 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24453 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109906 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98455 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28101 members 
Mstep: Class 31 contains 28597 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 121528.132812
Iteration 162Q: 38 clusters Score -8.672311e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14010 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126212 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24454 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109898 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98455 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28097 members 
Mstep: Class 31 contains 28598 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 121528.132812
Iteration 163Q: 38 clusters Score -8.672314e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126198 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24456 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109909 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98454 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28096 members 
Mstep: Class 31 contains 28599 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 121528.132812
Iteration 164Q: 38 clusters Score -8.672308e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126190 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24457 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 1703 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109909 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98460 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15387 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28099 members 
Mstep: Class 31 contains 28600 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723064.000000 Penalty: 121528.132812
Iteration 165Q: 38 clusters Score -8.672306e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126199 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24454 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109894 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98469 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15389 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28097 members 
Mstep: Class 31 contains 28602 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 121528.132812
Iteration 166Q: 38 clusters Score -8.672311e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126192 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24451 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12327 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109892 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98481 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15391 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28095 members 
Mstep: Class 31 contains 28601 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 121528.132812
Iteration 167Q: 38 clusters Score -8.672311e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126201 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24443 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34545 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109885 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98491 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15391 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28092 members 
Mstep: Class 31 contains 28600 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723040.000000 Penalty: 121528.132812
Iteration 168Q: 38 clusters Score -8.672304e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126209 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24445 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34545 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109871 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98504 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15389 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28087 members 
Mstep: Class 31 contains 28600 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722992.000000 Penalty: 121528.132812
Iteration 169Q: 38 clusters Score -8.672299e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126213 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24447 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109855 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98516 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15390 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28086 members 
Mstep: Class 31 contains 28601 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723032.000000 Penalty: 121528.132812
Iteration 170Q: 38 clusters Score -8.672303e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126215 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24448 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109845 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98524 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15394 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28083 members 
Mstep: Class 31 contains 28600 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723016.000000 Penalty: 121528.132812
Iteration 171Q: 38 clusters Score -8.672302e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13999 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126229 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24450 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109811 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98540 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28083 members 
Mstep: Class 31 contains 28602 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723000.000000 Penalty: 121528.132812
Iteration 172Q: 38 clusters Score -8.6723e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126247 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24446 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109783 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98551 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28080 members 
Mstep: Class 31 contains 28606 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722992.000000 Penalty: 121528.132812
Iteration 173Q: 38 clusters Score -8.672299e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13993 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126262 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24449 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109745 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98574 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28075 members 
Mstep: Class 31 contains 28610 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723040.000000 Penalty: 121528.132812
Iteration 174Q: 38 clusters Score -8.672304e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126261 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24446 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109720 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98600 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2896 members 
Mstep: Class 30 contains 28071 members 
Mstep: Class 31 contains 28614 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722952.000000 Penalty: 121528.132812
Iteration 175Q: 38 clusters Score -8.672295e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126263 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24445 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109699 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98621 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28070 members 
Mstep: Class 31 contains 28619 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722840.000000 Penalty: 121528.132812
Iteration 176Q: 38 clusters Score -8.672284e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2390 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126262 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34545 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6206 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109692 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 98630 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28066 members 
Mstep: Class 31 contains 28623 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722824.000000 Penalty: 121528.132812
Iteration 177Q: 38 clusters Score -8.672282e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126256 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24441 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34546 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109700 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98623 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28063 members 
Mstep: Class 31 contains 28631 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722872.000000 Penalty: 121528.132812
Iteration 178Q: 38 clusters Score -8.672287e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126257 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34546 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109694 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98624 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15393 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28063 members 
Mstep: Class 31 contains 28635 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722872.000000 Penalty: 121528.132812
Iteration 179Q: 38 clusters Score -8.672287e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126285 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24443 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10332 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1702 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109679 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98605 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28062 members 
Mstep: Class 31 contains 28637 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722960.000000 Penalty: 121528.132812
Iteration 180F: 38 clusters Score -8.672296e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126298 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24443 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1701 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109674 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98588 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15390 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28063 members 
Mstep: Class 31 contains 28643 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723024.000000 Penalty: 121528.132812
Iteration 181Q: 38 clusters Score -8.672302e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 13990 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126313 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24444 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2409 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109668 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98575 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15391 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28063 members 
Mstep: Class 31 contains 28646 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723048.000000 Penalty: 121528.132812
Iteration 182Q: 38 clusters Score -8.672305e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 13989 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126335 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24443 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109651 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98559 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15394 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28063 members 
Mstep: Class 31 contains 28654 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723000.000000 Penalty: 121528.132812
Iteration 183Q: 38 clusters Score -8.6723e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126345 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24446 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34552 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109634 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98555 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15393 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28066 members 
Mstep: Class 31 contains 28657 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722976.000000 Penalty: 121528.132812
Iteration 184Q: 38 clusters Score -8.672298e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126358 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24442 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10331 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34551 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109629 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98546 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28065 members 
Mstep: Class 31 contains 28662 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722920.000000 Penalty: 121528.132812
Iteration 185Q: 38 clusters Score -8.672292e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126361 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24443 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10329 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34551 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109617 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98552 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28063 members 
Mstep: Class 31 contains 28669 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722872.000000 Penalty: 121528.132812
Iteration 186Q: 38 clusters Score -8.672287e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126368 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24444 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 12325 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34551 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109614 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98546 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15393 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28062 members 
Mstep: Class 31 contains 28674 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722904.000000 Penalty: 121528.132812
Iteration 187Q: 38 clusters Score -8.67229e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 6876 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126378 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24449 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109600 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98550 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15393 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28057 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722984.000000 Penalty: 121528.132812
Iteration 188Q: 38 clusters Score -8.672298e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2391 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126368 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24445 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109608 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98555 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15394 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28056 members 
Mstep: Class 31 contains 28681 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723040.000000 Penalty: 121528.132812
Iteration 189Q: 38 clusters Score -8.672304e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126370 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24444 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10327 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109599 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98565 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28056 members 
Mstep: Class 31 contains 28682 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723072.000000 Penalty: 121528.132812
Iteration 190Q: 38 clusters Score -8.672307e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126366 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24445 members 
Mstep: Class 12 contains 1943 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109588 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98578 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15389 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28058 members 
Mstep: Class 31 contains 28682 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 121528.132812
Iteration 191Q: 38 clusters Score -8.672312e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126375 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24444 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109584 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98581 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28055 members 
Mstep: Class 31 contains 28681 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 121528.132812
Iteration 192Q: 38 clusters Score -8.672308e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126366 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24446 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109586 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98588 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28057 members 
Mstep: Class 31 contains 28681 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 121528.132812
Iteration 193Q: 38 clusters Score -8.672313e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126348 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24445 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34551 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109575 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98607 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2895 members 
Mstep: Class 30 contains 28062 members 
Mstep: Class 31 contains 28683 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723040.000000 Penalty: 121528.132812
Iteration 194Q: 38 clusters Score -8.672304e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126347 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24446 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109570 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98621 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28060 members 
Mstep: Class 31 contains 28682 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723096.000000 Penalty: 121528.132812
Iteration 195Q: 38 clusters Score -8.67231e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126354 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24450 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1699 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109567 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98618 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15380 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28057 members 
Mstep: Class 31 contains 28684 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 121528.132812
Iteration 196Q: 38 clusters Score -8.672311e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13986 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 9 contains 126359 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24455 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12324 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1697 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109561 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98617 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28055 members 
Mstep: Class 31 contains 28686 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 121528.132812
Iteration 197Q: 38 clusters Score -8.672318e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13985 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 9 contains 126354 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24459 members 
Mstep: Class 12 contains 1945 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1697 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109562 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98618 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28054 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 121528.132812
Iteration 198Q: 38 clusters Score -8.672318e+07 nChanged 124
Entering ConstructFrom: 
Score: -86723184.000000 Penalty: 121528.132812
Entering ConstructFrom: 
Trying to split cluster 1 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -109603.703125 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -109603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -107879.671875 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -107879.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108285.593750 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -108285.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108480.203125 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -108480.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -108624.406250 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -108624.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -108691.257812 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -108691.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108731.437500 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -108731.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -108759.320312 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -108759.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108793.695312 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -108793.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108855.289062 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -108855.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108906.546875 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -108906.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108976.632812 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -108976.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -109065.093750 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -109065.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -109235.328125 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -109235.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -109372.656250 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -109372.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109453.609375 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -109453.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109491.710938 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -109491.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109511.796875 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -109511.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109527.429688 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -109527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109535.875000 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -109535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -109540.078125 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -109540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109549.781250 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -109549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109560.039062 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -109560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -109593.640625 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -109593.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109646.945312 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -109646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -109671.203125 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -109671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109686.421875 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -109686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -109697.554688 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -109697.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109708.617188 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -109708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -109725.710938 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -109725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109739.015625 Penalty: 3357.742432
	Iteration 29Q: 3 clusters Score -109739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -109757.851562 Penalty: 3357.742432
	Iteration 30Q: 3 clusters Score -109757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109758.976562 Penalty: 3357.742432
	Iteration 31Q: 3 clusters Score -109759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109762.070312 Penalty: 3357.742432
	Iteration 32Q: 3 clusters Score -109762.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109763.593750 Penalty: 3357.742432
	Iteration 33Q: 3 clusters Score -109763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109763.593750 Penalty: 3357.742432
	Iteration 34F: 3 clusters Score -109763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126345 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109549 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98632 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28056 members 
Mstep: Class 31 contains 28691 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 545 members 
Entering Unmasked Estep 
Score: -86721424.000000 Penalty: 124812.671875
Splitting cluster 1 changes total score from -86723184.000000 to -86721424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -357712.718750 Penalty: 1929.618774
	Iteration 0F: 2 clusters Score -357712.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -354820.031250 Penalty: 3859.237549
	Iteration 0F: 3 clusters Score -354820 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -355365.906250 Penalty: 3859.237549
	Iteration 1F: 3 clusters Score -355365.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -355513.343750 Penalty: 3859.237549
	Iteration 2F: 3 clusters Score -355513.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -355626.125000 Penalty: 3859.237549
	Iteration 3F: 3 clusters Score -355626.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -355707.750000 Penalty: 3859.237549
	Iteration 4Q: 3 clusters Score -355707.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -355766.062500 Penalty: 3859.237549
	Iteration 5Q: 3 clusters Score -355766.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -355822.812500 Penalty: 3859.237549
	Iteration 6Q: 3 clusters Score -355822.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -355883.250000 Penalty: 3859.237549
	Iteration 7Q: 3 clusters Score -355883.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -355957.437500 Penalty: 3859.237549
	Iteration 8Q: 3 clusters Score -355957.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -356044.093750 Penalty: 3859.237549
	Iteration 9Q: 3 clusters Score -356044.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -356120.531250 Penalty: 3859.237549
	Iteration 10Q: 3 clusters Score -356120.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -356208.281250 Penalty: 3859.237549
	Iteration 11Q: 3 clusters Score -356208.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -356303.156250 Penalty: 3859.237549
	Iteration 12Q: 3 clusters Score -356303.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -356423.468750 Penalty: 3859.237549
	Iteration 13Q: 3 clusters Score -356423.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -356542.625000 Penalty: 3859.237549
	Iteration 14Q: 3 clusters Score -356542.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -356630.031250 Penalty: 3859.237549
	Iteration 15Q: 3 clusters Score -356630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -356703.812500 Penalty: 3859.237549
	Iteration 16Q: 3 clusters Score -356703.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -356744.218750 Penalty: 3859.237549
	Iteration 17Q: 3 clusters Score -356744.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -356766.843750 Penalty: 3859.237549
	Iteration 18Q: 3 clusters Score -356766.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -356786.062500 Penalty: 3859.237549
	Iteration 19Q: 3 clusters Score -356786.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -356799.125000 Penalty: 3859.237549
	Iteration 20F: 3 clusters Score -356799.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -356809.437500 Penalty: 3859.237549
	Iteration 21Q: 3 clusters Score -356809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -356814.062500 Penalty: 3859.237549
	Iteration 22Q: 3 clusters Score -356814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -356817.218750 Penalty: 3859.237549
	Iteration 23Q: 3 clusters Score -356817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -356818.375000 Penalty: 3859.237549
	Iteration 24Q: 3 clusters Score -356818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -356818.968750 Penalty: 3859.237549
	Iteration 25Q: 3 clusters Score -356819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -356819.281250 Penalty: 3859.237549
	Iteration 26Q: 3 clusters Score -356819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -356819.281250 Penalty: 3859.237549
	Iteration 27F: 3 clusters Score -356819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Entering Unmasked Estep 
Score: -2196686.750000 Penalty: 2367.326172
	Iteration 0F: 2 clusters Score -2196687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2186419.750000 Penalty: 4734.652344
	Iteration 0F: 3 clusters Score -2186420 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2189639.500000 Penalty: 4734.652344
	Iteration 1F: 3 clusters Score -2189640 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2190054.000000 Penalty: 4734.652344
	Iteration 2F: 3 clusters Score -2190054 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2190460.250000 Penalty: 4734.652344
	Iteration 3F: 3 clusters Score -2190460 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2190975.250000 Penalty: 4734.652344
	Iteration 4F: 3 clusters Score -2190975 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2191572.750000 Penalty: 4734.652344
	Iteration 5F: 3 clusters Score -2191573 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2192126.500000 Penalty: 4734.652344
	Iteration 6F: 3 clusters Score -2192126 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2192683.750000 Penalty: 4734.652344
	Iteration 7F: 3 clusters Score -2192684 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2193252.500000 Penalty: 4734.652344
	Iteration 8F: 3 clusters Score -2193252 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2193769.250000 Penalty: 4734.652344
	Iteration 9F: 3 clusters Score -2193769 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2194241.250000 Penalty: 4734.652344
	Iteration 10Q: 3 clusters Score -2194241 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2194631.250000 Penalty: 4734.652344
	Iteration 11Q: 3 clusters Score -2194631 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2194957.250000 Penalty: 4734.652344
	Iteration 12Q: 3 clusters Score -2194957 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2195191.500000 Penalty: 4734.652344
	Iteration 13Q: 3 clusters Score -2195192 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2195413.750000 Penalty: 4734.652344
	Iteration 14Q: 3 clusters Score -2195414 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2195654.250000 Penalty: 4734.652344
	Iteration 15Q: 3 clusters Score -2195654 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2195821.000000 Penalty: 4734.652344
	Iteration 16Q: 3 clusters Score -2195821 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2195924.750000 Penalty: 4734.652344
	Iteration 17Q: 3 clusters Score -2195925 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2195992.500000 Penalty: 4734.652344
	Iteration 18Q: 3 clusters Score -2195992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2196027.750000 Penalty: 4734.652344
	Iteration 19Q: 3 clusters Score -2196028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2196047.250000 Penalty: 4734.652344
	Iteration 20F: 3 clusters Score -2196047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2196073.250000 Penalty: 4734.652344
	Iteration 21Q: 3 clusters Score -2196073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2196092.000000 Penalty: 4734.652344
	Iteration 22Q: 3 clusters Score -2196092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2196099.000000 Penalty: 4734.652344
	Iteration 23Q: 3 clusters Score -2196099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2196108.750000 Penalty: 4734.652344
	Iteration 24Q: 3 clusters Score -2196109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2196114.000000 Penalty: 4734.652344
	Iteration 25Q: 3 clusters Score -2196114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2196113.500000 Penalty: 4734.652344
	Iteration 26Q: 3 clusters Score -2196114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2196115.000000 Penalty: 4734.652344
	Iteration 27Q: 3 clusters Score -2196115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2196114.250000 Penalty: 4734.652344
	Iteration 28Q: 3 clusters Score -2196114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2196114.250000 Penalty: 4734.652344
	Iteration 29F: 3 clusters Score -2196114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -1027879.500000 Penalty: 2191.059814
	Iteration 0F: 2 clusters Score -1027880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1022179.750000 Penalty: 4382.119629
	Iteration 0F: 3 clusters Score -1022180 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1023631.437500 Penalty: 4382.119629
	Iteration 1F: 3 clusters Score -1023631 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1023862.875000 Penalty: 4382.119629
	Iteration 2F: 3 clusters Score -1023863 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1024023.500000 Penalty: 4382.119629
	Iteration 3Q: 3 clusters Score -1024024 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1024172.312500 Penalty: 4382.119629
	Iteration 4Q: 3 clusters Score -1024172 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1024301.875000 Penalty: 4382.119629
	Iteration 5Q: 3 clusters Score -1024302 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1024447.312500 Penalty: 4382.119629
	Iteration 6Q: 3 clusters Score -1024447 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1024621.437500 Penalty: 4382.119629
	Iteration 7Q: 3 clusters Score -1024621 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1024830.187500 Penalty: 4382.119629
	Iteration 8Q: 3 clusters Score -1024830 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1025020.437500 Penalty: 4382.119629
	Iteration 9Q: 3 clusters Score -1025020 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1025206.375000 Penalty: 4382.119629
	Iteration 10Q: 3 clusters Score -1025206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1025374.375000 Penalty: 4382.119629
	Iteration 11Q: 3 clusters Score -1025374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1025499.375000 Penalty: 4382.119629
	Iteration 12Q: 3 clusters Score -1025499 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1025581.062500 Penalty: 4382.119629
	Iteration 13Q: 3 clusters Score -1025581 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1025664.687500 Penalty: 4382.119629
	Iteration 14Q: 3 clusters Score -1025665 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1025736.875000 Penalty: 4382.119629
	Iteration 15Q: 3 clusters Score -1025737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1025791.812500 Penalty: 4382.119629
	Iteration 16Q: 3 clusters Score -1025792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1025838.062500 Penalty: 4382.119629
	Iteration 17Q: 3 clusters Score -1025838 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1025877.062500 Penalty: 4382.119629
	Iteration 18Q: 3 clusters Score -1025877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1025904.687500 Penalty: 4382.119629
	Iteration 19Q: 3 clusters Score -1025905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1025926.812500 Penalty: 4382.119629
	Iteration 20F: 3 clusters Score -1025927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1025941.687500 Penalty: 4382.119629
	Iteration 21Q: 3 clusters Score -1025942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1025950.000000 Penalty: 4382.119629
	Iteration 22Q: 3 clusters Score -1025950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1025958.750000 Penalty: 4382.119629
	Iteration 23Q: 3 clusters Score -1025959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1025963.812500 Penalty: 4382.119629
	Iteration 24Q: 3 clusters Score -1025964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1025969.812500 Penalty: 4382.119629
	Iteration 25Q: 3 clusters Score -1025970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1025978.187500 Penalty: 4382.119629
	Iteration 26Q: 3 clusters Score -1025978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1025982.187500 Penalty: 4382.119629
	Iteration 27Q: 3 clusters Score -1025982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1025994.250000 Penalty: 4382.119629
	Iteration 28Q: 3 clusters Score -1025994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1026009.000000 Penalty: 4382.119629
	Iteration 29Q: 3 clusters Score -1026009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1026011.375000 Penalty: 4382.119629
	Iteration 30Q: 3 clusters Score -1026011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1026015.562500 Penalty: 4382.119629
	Iteration 31Q: 3 clusters Score -1026016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1026016.500000 Penalty: 4382.119629
	Iteration 32Q: 3 clusters Score -1026016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1026017.875000 Penalty: 4382.119629
	Iteration 33Q: 3 clusters Score -1026018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1026017.875000 Penalty: 4382.119629
	Iteration 34F: 3 clusters Score -1026018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -68389.679688 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -68389.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67060.218750 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -67060.22 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67547.664062 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -67547.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67937.906250 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -67937.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -68214.148438 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -68214.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -68464.476562 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -68464.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -68639.984375 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -68639.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -68741.742188 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -68741.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -68809.671875 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -68809.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -68874.375000 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -68874.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -68905.515625 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -68905.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -68940.414062 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -68940.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -68940.414062 Penalty: 3097.106689
	Iteration 11F: 3 clusters Score -68940.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 416 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126345 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109549 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98632 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28056 members 
Mstep: Class 31 contains 28691 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 99 members 
Entering Unmasked Estep 
Score: -86721920.000000 Penalty: 124812.671875
Splitting cluster 5 changes total score from -86723184.000000 to -86721920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -228943.484375 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228943.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -229436.062500 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229436.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -229689.734375 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229689.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -230002.156250 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -230002.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -230319.578125 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -230319.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -230552.203125 Penalty: 3664.303711
	Iteration 5F: 3 clusters Score -230552.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -230688.343750 Penalty: 3664.303711
	Iteration 6F: 3 clusters Score -230688.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -230748.046875 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -230748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -230779.421875 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230779.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -230802.750000 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -230805.796875 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -230806.375000 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -230806.375000 Penalty: 3664.303711
	Iteration 12F: 3 clusters Score -230806.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78290.281250 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78290.28 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78528.632812 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78528.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78628.406250 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78628.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78659.617188 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78659.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78690.257812 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78690.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78752.843750 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78752.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78810.406250 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78810.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78838.085938 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -78838.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78847.234375 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -78847.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78856.703125 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -78856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78867.500000 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -78867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78881.390625 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -78881.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78887.781250 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -78887.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78893.828125 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -78893.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78895.476562 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -78895.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78904.406250 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -78904.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78908.546875 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -78908.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78911.390625 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -78911.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78915.507812 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -78915.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78915.507812 Penalty: 3180.261963
	Iteration 19F: 3 clusters Score -78915.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -114956.875000 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -114956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -113212.523438 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -113212.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -113472.250000 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -113472.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -113563.210938 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -113563.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -113716.414062 Penalty: 3294.026367
	Iteration 3F: 3 clusters Score -113716.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113862.781250 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -113862.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114029.421875 Penalty: 3294.026367
	Iteration 5F: 3 clusters Score -114029.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -114091.929688 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -114091.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114161.804688 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -114161.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -114258.390625 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -114258.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114340.484375 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -114340.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114402.828125 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -114402.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114467.804688 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -114467.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -114510.515625 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -114510.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -114560.304688 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -114560.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114642.023438 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -114642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114717.781250 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -114717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114740.171875 Penalty: 3294.026367
	Iteration 16Q: 3 clusters Score -114740.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114751.148438 Penalty: 3294.026367
	Iteration 17Q: 3 clusters Score -114751.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114763.523438 Penalty: 3294.026367
	Iteration 18Q: 3 clusters Score -114763.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114767.015625 Penalty: 3294.026367
	Iteration 19Q: 3 clusters Score -114767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114771.695312 Penalty: 3294.026367
	Iteration 20F: 3 clusters Score -114771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -114773.492188 Penalty: 3294.026367
	Iteration 21Q: 3 clusters Score -114773.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -114773.492188 Penalty: 3294.026367
	Iteration 22F: 3 clusters Score -114773.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126345 members 
Entering Unmasked Estep 
Score: -19858902.000000 Penalty: 2913.199463
	Iteration 0F: 2 clusters Score -1.98589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -19778664.000000 Penalty: 5826.398926
	Iteration 0F: 3 clusters Score -1.977866e+07 nChanged 59810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66160 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -19812954.000000 Penalty: 5826.398926
	Iteration 1F: 3 clusters Score -1.981295e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -19814298.000000 Penalty: 5826.398926
	Iteration 2Q: 3 clusters Score -1.98143e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -19816216.000000 Penalty: 5826.398926
	Iteration 3Q: 3 clusters Score -1.981622e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -19819500.000000 Penalty: 5826.398926
	Iteration 4F: 3 clusters Score -1.98195e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -19824688.000000 Penalty: 5826.398926
	Iteration 5F: 3 clusters Score -1.982469e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89058 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -19832332.000000 Penalty: 5826.398926
	Iteration 6F: 3 clusters Score -1.983233e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -19842236.000000 Penalty: 5826.398926
	Iteration 7F: 3 clusters Score -1.984224e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103667 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -19851878.000000 Penalty: 5826.398926
	Iteration 8F: 3 clusters Score -1.985188e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -19855592.000000 Penalty: 5826.398926
	Iteration 9Q: 3 clusters Score -1.985559e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109762 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -19856446.000000 Penalty: 5826.398926
	Iteration 10Q: 3 clusters Score -1.985645e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -19856890.000000 Penalty: 5826.398926
	Iteration 11Q: 3 clusters Score -1.985689e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114363 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -19856970.000000 Penalty: 5826.398926
	Iteration 12Q: 3 clusters Score -1.985697e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -19856890.000000 Penalty: 5826.398926
	Iteration 13Q: 3 clusters Score -1.985689e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118228 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -19856846.000000 Penalty: 5826.398926
	Iteration 14Q: 3 clusters Score -1.985685e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119811 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -19856910.000000 Penalty: 5826.398926
	Iteration 15Q: 3 clusters Score -1.985691e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121116 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -19856920.000000 Penalty: 5826.398926
	Iteration 16Q: 3 clusters Score -1.985692e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122188 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -19856858.000000 Penalty: 5826.398926
	Iteration 17Q: 3 clusters Score -1.985686e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123042 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -19856876.000000 Penalty: 5826.398926
	Iteration 18Q: 3 clusters Score -1.985688e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123712 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -19856846.000000 Penalty: 5826.398926
	Iteration 19Q: 3 clusters Score -1.985685e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124204 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19856878.000000 Penalty: 5826.398926
	Iteration 20F: 3 clusters Score -1.985688e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124581 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19856848.000000 Penalty: 5826.398926
	Iteration 21Q: 3 clusters Score -1.985685e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124860 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -19856762.000000 Penalty: 5826.398926
	Iteration 22Q: 3 clusters Score -1.985676e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125053 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -19856732.000000 Penalty: 5826.398926
	Iteration 23Q: 3 clusters Score -1.985673e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125221 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19856712.000000 Penalty: 5826.398926
	Iteration 24Q: 3 clusters Score -1.985671e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -19856706.000000 Penalty: 5826.398926
	Iteration 25Q: 3 clusters Score -1.985671e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125456 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19856668.000000 Penalty: 5826.398926
	Iteration 26Q: 3 clusters Score -1.985667e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125535 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -19856672.000000 Penalty: 5826.398926
	Iteration 27Q: 3 clusters Score -1.985667e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125594 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -19856644.000000 Penalty: 5826.398926
	Iteration 28Q: 3 clusters Score -1.985664e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -19856646.000000 Penalty: 5826.398926
	Iteration 29Q: 3 clusters Score -1.985665e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -19856688.000000 Penalty: 5826.398926
	Iteration 30Q: 3 clusters Score -1.985669e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125740 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -19856696.000000 Penalty: 5826.398926
	Iteration 31Q: 3 clusters Score -1.98567e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -19856706.000000 Penalty: 5826.398926
	Iteration 32Q: 3 clusters Score -1.985671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19856718.000000 Penalty: 5826.398926
	Iteration 33Q: 3 clusters Score -1.985672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125819 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -19856706.000000 Penalty: 5826.398926
	Iteration 34Q: 3 clusters Score -1.985671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125833 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -19856714.000000 Penalty: 5826.398926
	Iteration 35Q: 3 clusters Score -1.985671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125845 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -19856710.000000 Penalty: 5826.398926
	Iteration 36Q: 3 clusters Score -1.985671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125855 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -19856716.000000 Penalty: 5826.398926
	Iteration 37Q: 3 clusters Score -1.985672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125861 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19856736.000000 Penalty: 5826.398926
	Iteration 38Q: 3 clusters Score -1.985674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -19856720.000000 Penalty: 5826.398926
	Iteration 39Q: 3 clusters Score -1.985672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125868 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -19856720.000000 Penalty: 5826.398926
	Iteration 40F: 3 clusters Score -1.985672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125871 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19856720.000000 Penalty: 5826.398926
	Iteration 41Q: 3 clusters Score -1.985672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125872 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -19856716.000000 Penalty: 5826.398926
	Iteration 42Q: 3 clusters Score -1.985672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125875 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -19856724.000000 Penalty: 5826.398926
	Iteration 43Q: 3 clusters Score -1.985672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125877 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -19856720.000000 Penalty: 5826.398926
	Iteration 44Q: 3 clusters Score -1.985672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -19856710.000000 Penalty: 5826.398926
	Iteration 45Q: 3 clusters Score -1.985671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125878 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -19856710.000000 Penalty: 5826.398926
	Iteration 46F: 3 clusters Score -1.985671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -1329162.125000 Penalty: 2254.873779
	Iteration 0F: 2 clusters Score -1329162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1322225.125000 Penalty: 4509.747559
	Iteration 0F: 3 clusters Score -1322225 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1324209.125000 Penalty: 4509.747559
	Iteration 1F: 3 clusters Score -1324209 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1324580.625000 Penalty: 4509.747559
	Iteration 2F: 3 clusters Score -1324581 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1324904.375000 Penalty: 4509.747559
	Iteration 3F: 3 clusters Score -1324904 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1325203.375000 Penalty: 4509.747559
	Iteration 4F: 3 clusters Score -1325203 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1325468.750000 Penalty: 4509.747559
	Iteration 5Q: 3 clusters Score -1325469 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1325676.375000 Penalty: 4509.747559
	Iteration 6Q: 3 clusters Score -1325676 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1325878.375000 Penalty: 4509.747559
	Iteration 7Q: 3 clusters Score -1325878 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1326051.500000 Penalty: 4509.747559
	Iteration 8Q: 3 clusters Score -1326052 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1326229.875000 Penalty: 4509.747559
	Iteration 9Q: 3 clusters Score -1326230 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1326365.750000 Penalty: 4509.747559
	Iteration 10Q: 3 clusters Score -1326366 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1326470.875000 Penalty: 4509.747559
	Iteration 11Q: 3 clusters Score -1326471 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1326576.250000 Penalty: 4509.747559
	Iteration 12Q: 3 clusters Score -1326576 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1326653.625000 Penalty: 4509.747559
	Iteration 13Q: 3 clusters Score -1326654 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1326745.375000 Penalty: 4509.747559
	Iteration 14Q: 3 clusters Score -1326745 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1326834.375000 Penalty: 4509.747559
	Iteration 15Q: 3 clusters Score -1326834 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1326921.000000 Penalty: 4509.747559
	Iteration 16Q: 3 clusters Score -1326921 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1327004.750000 Penalty: 4509.747559
	Iteration 17Q: 3 clusters Score -1327005 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1327086.500000 Penalty: 4509.747559
	Iteration 18Q: 3 clusters Score -1327086 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1327163.875000 Penalty: 4509.747559
	Iteration 19Q: 3 clusters Score -1327164 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1327232.500000 Penalty: 4509.747559
	Iteration 20F: 3 clusters Score -1327232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1327283.125000 Penalty: 4509.747559
	Iteration 21Q: 3 clusters Score -1327283 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1327333.875000 Penalty: 4509.747559
	Iteration 22Q: 3 clusters Score -1327334 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1327389.750000 Penalty: 4509.747559
	Iteration 23Q: 3 clusters Score -1327390 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1327448.250000 Penalty: 4509.747559
	Iteration 24Q: 3 clusters Score -1327448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1327493.750000 Penalty: 4509.747559
	Iteration 25Q: 3 clusters Score -1327494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1327539.375000 Penalty: 4509.747559
	Iteration 26Q: 3 clusters Score -1327539 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1327579.375000 Penalty: 4509.747559
	Iteration 27Q: 3 clusters Score -1327579 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1327615.875000 Penalty: 4509.747559
	Iteration 28Q: 3 clusters Score -1327616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1327644.750000 Penalty: 4509.747559
	Iteration 29Q: 3 clusters Score -1327645 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1327672.125000 Penalty: 4509.747559
	Iteration 30Q: 3 clusters Score -1327672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1327691.250000 Penalty: 4509.747559
	Iteration 31Q: 3 clusters Score -1327691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1327705.125000 Penalty: 4509.747559
	Iteration 32Q: 3 clusters Score -1327705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1327720.375000 Penalty: 4509.747559
	Iteration 33Q: 3 clusters Score -1327720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1327734.250000 Penalty: 4509.747559
	Iteration 34Q: 3 clusters Score -1327734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1327745.375000 Penalty: 4509.747559
	Iteration 35Q: 3 clusters Score -1327745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1327753.875000 Penalty: 4509.747559
	Iteration 36Q: 3 clusters Score -1327754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1327761.250000 Penalty: 4509.747559
	Iteration 37Q: 3 clusters Score -1327761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1327768.500000 Penalty: 4509.747559
	Iteration 38Q: 3 clusters Score -1327768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1327772.125000 Penalty: 4509.747559
	Iteration 39Q: 3 clusters Score -1327772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1327780.500000 Penalty: 4509.747559
	Iteration 40F: 3 clusters Score -1327780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1327786.125000 Penalty: 4509.747559
	Iteration 41Q: 3 clusters Score -1327786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1327791.250000 Penalty: 4509.747559
	Iteration 42Q: 3 clusters Score -1327791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1327792.875000 Penalty: 4509.747559
	Iteration 43Q: 3 clusters Score -1327793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1327791.750000 Penalty: 4509.747559
	Iteration 44Q: 3 clusters Score -1327792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1327795.875000 Penalty: 4509.747559
	Iteration 45Q: 3 clusters Score -1327796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1327796.875000 Penalty: 4509.747559
	Iteration 46Q: 3 clusters Score -1327797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1327795.750000 Penalty: 4509.747559
	Iteration 47Q: 3 clusters Score -1327796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1327793.500000 Penalty: 4509.747559
	Iteration 48Q: 3 clusters Score -1327794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1327793.500000 Penalty: 4509.747559
	Iteration 49F: 3 clusters Score -1327794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Entering Unmasked Estep 
Score: -3885850.250000 Penalty: 2506.029541
	Iteration 0F: 2 clusters Score -3885850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3868851.250000 Penalty: 5012.059082
	Iteration 0F: 3 clusters Score -3868851 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3874708.000000 Penalty: 5012.059082
	Iteration 1F: 3 clusters Score -3874708 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3875236.250000 Penalty: 5012.059082
	Iteration 2F: 3 clusters Score -3875236 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3875847.000000 Penalty: 5012.059082
	Iteration 3Q: 3 clusters Score -3875847 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -3876393.500000 Penalty: 5012.059082
	Iteration 4Q: 3 clusters Score -3876394 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3876923.750000 Penalty: 5012.059082
	Iteration 5Q: 3 clusters Score -3876924 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3877341.000000 Penalty: 5012.059082
	Iteration 6Q: 3 clusters Score -3877341 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3877738.250000 Penalty: 5012.059082
	Iteration 7Q: 3 clusters Score -3877738 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3878224.750000 Penalty: 5012.059082
	Iteration 8Q: 3 clusters Score -3878225 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3878726.750000 Penalty: 5012.059082
	Iteration 9Q: 3 clusters Score -3878727 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3879355.250000 Penalty: 5012.059082
	Iteration 10Q: 3 clusters Score -3879355 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3880095.250000 Penalty: 5012.059082
	Iteration 11Q: 3 clusters Score -3880095 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3880875.750000 Penalty: 5012.059082
	Iteration 12Q: 3 clusters Score -3880876 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3881623.250000 Penalty: 5012.059082
	Iteration 13Q: 3 clusters Score -3881623 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3882201.000000 Penalty: 5012.059082
	Iteration 14Q: 3 clusters Score -3882201 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3882617.500000 Penalty: 5012.059082
	Iteration 15Q: 3 clusters Score -3882618 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3882977.500000 Penalty: 5012.059082
	Iteration 16Q: 3 clusters Score -3882978 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3883298.750000 Penalty: 5012.059082
	Iteration 17Q: 3 clusters Score -3883299 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3883564.750000 Penalty: 5012.059082
	Iteration 18Q: 3 clusters Score -3883565 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3883847.250000 Penalty: 5012.059082
	Iteration 19Q: 3 clusters Score -3883847 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3884089.500000 Penalty: 5012.059082
	Iteration 20F: 3 clusters Score -3884090 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3884319.500000 Penalty: 5012.059082
	Iteration 21Q: 3 clusters Score -3884320 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3884475.000000 Penalty: 5012.059082
	Iteration 22Q: 3 clusters Score -3884475 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3884582.000000 Penalty: 5012.059082
	Iteration 23Q: 3 clusters Score -3884582 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3884672.250000 Penalty: 5012.059082
	Iteration 24Q: 3 clusters Score -3884672 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3884745.250000 Penalty: 5012.059082
	Iteration 25Q: 3 clusters Score -3884745 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3884800.000000 Penalty: 5012.059082
	Iteration 26Q: 3 clusters Score -3884800 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -3884855.250000 Penalty: 5012.059082
	Iteration 27Q: 3 clusters Score -3884855 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3884898.500000 Penalty: 5012.059082
	Iteration 28Q: 3 clusters Score -3884898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3884936.000000 Penalty: 5012.059082
	Iteration 29Q: 3 clusters Score -3884936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3884956.000000 Penalty: 5012.059082
	Iteration 30Q: 3 clusters Score -3884956 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3884989.000000 Penalty: 5012.059082
	Iteration 31Q: 3 clusters Score -3884989 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3885016.250000 Penalty: 5012.059082
	Iteration 32Q: 3 clusters Score -3885016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3885026.500000 Penalty: 5012.059082
	Iteration 33Q: 3 clusters Score -3885026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3885041.500000 Penalty: 5012.059082
	Iteration 34Q: 3 clusters Score -3885042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3885063.750000 Penalty: 5012.059082
	Iteration 35Q: 3 clusters Score -3885064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3885072.500000 Penalty: 5012.059082
	Iteration 36Q: 3 clusters Score -3885072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3885082.750000 Penalty: 5012.059082
	Iteration 37Q: 3 clusters Score -3885083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3885083.750000 Penalty: 5012.059082
	Iteration 38Q: 3 clusters Score -3885084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3885085.750000 Penalty: 5012.059082
	Iteration 39Q: 3 clusters Score -3885086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3885089.250000 Penalty: 5012.059082
	Iteration 40F: 3 clusters Score -3885089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3885096.000000 Penalty: 5012.059082
	Iteration 41Q: 3 clusters Score -3885096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3885098.250000 Penalty: 5012.059082
	Iteration 42Q: 3 clusters Score -3885098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3885100.750000 Penalty: 5012.059082
	Iteration 43Q: 3 clusters Score -3885101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3885095.250000 Penalty: 5012.059082
	Iteration 44Q: 3 clusters Score -3885095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3885101.500000 Penalty: 5012.059082
	Iteration 45Q: 3 clusters Score -3885102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3885103.500000 Penalty: 5012.059082
	Iteration 46Q: 3 clusters Score -3885104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3885107.750000 Penalty: 5012.059082
	Iteration 47Q: 3 clusters Score -3885108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3885100.250000 Penalty: 5012.059082
	Iteration 48Q: 3 clusters Score -3885100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3885107.000000 Penalty: 5012.059082
	Iteration 49Q: 3 clusters Score -3885107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3885107.000000 Penalty: 5012.059082
	Iteration 50F: 3 clusters Score -3885107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -279428.937500 Penalty: 1878.490479
	Iteration 0F: 2 clusters Score -279428.9 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 990 members 
Entering Unmasked Estep 
Score: -276887.906250 Penalty: 3756.980957
	Iteration 0F: 3 clusters Score -276887.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -277344.718750 Penalty: 3756.980957
	Iteration 1F: 3 clusters Score -277344.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -277537.093750 Penalty: 3756.980957
	Iteration 2F: 3 clusters Score -277537.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -277711.125000 Penalty: 3756.980957
	Iteration 3F: 3 clusters Score -277711.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -277863.968750 Penalty: 3756.980957
	Iteration 4F: 3 clusters Score -277864 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -278012.031250 Penalty: 3756.980957
	Iteration 5F: 3 clusters Score -278012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -278197.312500 Penalty: 3756.980957
	Iteration 6F: 3 clusters Score -278197.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278346.000000 Penalty: 3756.980957
	Iteration 7F: 3 clusters Score -278346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278467.343750 Penalty: 3756.980957
	Iteration 8Q: 3 clusters Score -278467.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -278569.875000 Penalty: 3756.980957
	Iteration 9Q: 3 clusters Score -278569.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -278634.093750 Penalty: 3756.980957
	Iteration 10Q: 3 clusters Score -278634.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -278679.843750 Penalty: 3756.980957
	Iteration 11Q: 3 clusters Score -278679.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -278707.343750 Penalty: 3756.980957
	Iteration 12Q: 3 clusters Score -278707.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -278721.875000 Penalty: 3756.980957
	Iteration 13Q: 3 clusters Score -278721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -278729.468750 Penalty: 3756.980957
	Iteration 14Q: 3 clusters Score -278729.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -278736.656250 Penalty: 3756.980957
	Iteration 15Q: 3 clusters Score -278736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -278741.562500 Penalty: 3756.980957
	Iteration 16Q: 3 clusters Score -278741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -278743.812500 Penalty: 3756.980957
	Iteration 17Q: 3 clusters Score -278743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -278747.687500 Penalty: 3756.980957
	Iteration 18Q: 3 clusters Score -278747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -278748.968750 Penalty: 3756.980957
	Iteration 19Q: 3 clusters Score -278749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -278750.718750 Penalty: 3756.980957
	Iteration 20F: 3 clusters Score -278750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -278751.687500 Penalty: 3756.980957
	Iteration 21Q: 3 clusters Score -278751.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -278754.437500 Penalty: 3756.980957
	Iteration 22Q: 3 clusters Score -278754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -278756.375000 Penalty: 3756.980957
	Iteration 23Q: 3 clusters Score -278756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -278757.593750 Penalty: 3756.980957
	Iteration 24Q: 3 clusters Score -278757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -278758.531250 Penalty: 3756.980957
	Iteration 25Q: 3 clusters Score -278758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -278758.812500 Penalty: 3756.980957
	Iteration 26Q: 3 clusters Score -278758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -278759.468750 Penalty: 3756.980957
	Iteration 27Q: 3 clusters Score -278759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -278761.093750 Penalty: 3756.980957
	Iteration 28Q: 3 clusters Score -278761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -278761.250000 Penalty: 3756.980957
	Iteration 29Q: 3 clusters Score -278761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -278762.375000 Penalty: 3756.980957
	Iteration 30Q: 3 clusters Score -278762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -278764.437500 Penalty: 3756.980957
	Iteration 31Q: 3 clusters Score -278764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -278765.031250 Penalty: 3756.980957
	Iteration 32Q: 3 clusters Score -278765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -278765.031250 Penalty: 3756.980957
	Iteration 33F: 3 clusters Score -278765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Entering Unmasked Estep 
Score: -1605206.500000 Penalty: 2292.120117
	Iteration 0F: 2 clusters Score -1605206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1597300.875000 Penalty: 4584.240234
	Iteration 0F: 3 clusters Score -1597301 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1599698.250000 Penalty: 4584.240234
	Iteration 1F: 3 clusters Score -1599698 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1600111.000000 Penalty: 4584.240234
	Iteration 2F: 3 clusters Score -1600111 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1600439.875000 Penalty: 4584.240234
	Iteration 3F: 3 clusters Score -1600440 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1600698.000000 Penalty: 4584.240234
	Iteration 4Q: 3 clusters Score -1600698 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1600920.250000 Penalty: 4584.240234
	Iteration 5Q: 3 clusters Score -1600920 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1601102.125000 Penalty: 4584.240234
	Iteration 6Q: 3 clusters Score -1601102 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1601257.625000 Penalty: 4584.240234
	Iteration 7Q: 3 clusters Score -1601258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1601396.625000 Penalty: 4584.240234
	Iteration 8Q: 3 clusters Score -1601397 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1601497.625000 Penalty: 4584.240234
	Iteration 9Q: 3 clusters Score -1601498 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1601597.500000 Penalty: 4584.240234
	Iteration 10Q: 3 clusters Score -1601598 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1601700.375000 Penalty: 4584.240234
	Iteration 11Q: 3 clusters Score -1601700 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1601795.500000 Penalty: 4584.240234
	Iteration 12Q: 3 clusters Score -1601796 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1601880.375000 Penalty: 4584.240234
	Iteration 13Q: 3 clusters Score -1601880 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1601964.125000 Penalty: 4584.240234
	Iteration 14Q: 3 clusters Score -1601964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1602055.250000 Penalty: 4584.240234
	Iteration 15Q: 3 clusters Score -1602055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1602148.375000 Penalty: 4584.240234
	Iteration 16Q: 3 clusters Score -1602148 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1602234.000000 Penalty: 4584.240234
	Iteration 17Q: 3 clusters Score -1602234 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1602318.375000 Penalty: 4584.240234
	Iteration 18Q: 3 clusters Score -1602318 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1602410.750000 Penalty: 4584.240234
	Iteration 19Q: 3 clusters Score -1602411 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1602484.500000 Penalty: 4584.240234
	Iteration 20F: 3 clusters Score -1602484 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1602549.125000 Penalty: 4584.240234
	Iteration 21Q: 3 clusters Score -1602549 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1602619.750000 Penalty: 4584.240234
	Iteration 22Q: 3 clusters Score -1602620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1602684.250000 Penalty: 4584.240234
	Iteration 23Q: 3 clusters Score -1602684 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1602751.250000 Penalty: 4584.240234
	Iteration 24Q: 3 clusters Score -1602751 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1602829.125000 Penalty: 4584.240234
	Iteration 25Q: 3 clusters Score -1602829 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1602876.250000 Penalty: 4584.240234
	Iteration 26Q: 3 clusters Score -1602876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1602918.625000 Penalty: 4584.240234
	Iteration 27Q: 3 clusters Score -1602919 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1602956.125000 Penalty: 4584.240234
	Iteration 28Q: 3 clusters Score -1602956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1602978.750000 Penalty: 4584.240234
	Iteration 29Q: 3 clusters Score -1602979 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1603002.750000 Penalty: 4584.240234
	Iteration 30Q: 3 clusters Score -1603003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1603019.125000 Penalty: 4584.240234
	Iteration 31Q: 3 clusters Score -1603019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1603037.125000 Penalty: 4584.240234
	Iteration 32Q: 3 clusters Score -1603037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1603044.375000 Penalty: 4584.240234
	Iteration 33Q: 3 clusters Score -1603044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1603047.000000 Penalty: 4584.240234
	Iteration 34Q: 3 clusters Score -1603047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1603057.500000 Penalty: 4584.240234
	Iteration 35Q: 3 clusters Score -1603058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1603061.250000 Penalty: 4584.240234
	Iteration 36Q: 3 clusters Score -1603061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1603071.875000 Penalty: 4584.240234
	Iteration 37Q: 3 clusters Score -1603072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1603081.250000 Penalty: 4584.240234
	Iteration 38Q: 3 clusters Score -1603081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1603085.250000 Penalty: 4584.240234
	Iteration 39Q: 3 clusters Score -1603085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1603100.750000 Penalty: 4584.240234
	Iteration 40F: 3 clusters Score -1603101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1603107.250000 Penalty: 4584.240234
	Iteration 41Q: 3 clusters Score -1603107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1603114.750000 Penalty: 4584.240234
	Iteration 42Q: 3 clusters Score -1603115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1603118.625000 Penalty: 4584.240234
	Iteration 43Q: 3 clusters Score -1603119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1603123.625000 Penalty: 4584.240234
	Iteration 44Q: 3 clusters Score -1603124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1603126.250000 Penalty: 4584.240234
	Iteration 45Q: 3 clusters Score -1603126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1603131.625000 Penalty: 4584.240234
	Iteration 46Q: 3 clusters Score -1603132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1603138.125000 Penalty: 4584.240234
	Iteration 47Q: 3 clusters Score -1603138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1603141.625000 Penalty: 4584.240234
	Iteration 48Q: 3 clusters Score -1603142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1603146.625000 Penalty: 4584.240234
	Iteration 49Q: 3 clusters Score -1603147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1603149.000000 Penalty: 4584.240234
	Iteration 50Q: 3 clusters Score -1603149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1603151.625000 Penalty: 4584.240234
	Iteration 51Q: 3 clusters Score -1603152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1603151.250000 Penalty: 4584.240234
	Iteration 52Q: 3 clusters Score -1603151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1603156.000000 Penalty: 4584.240234
	Iteration 53Q: 3 clusters Score -1603156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1603154.500000 Penalty: 4584.240234
	Iteration 54Q: 3 clusters Score -1603154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1603155.125000 Penalty: 4584.240234
	Iteration 55Q: 3 clusters Score -1603155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1603154.750000 Penalty: 4584.240234
	Iteration 56Q: 3 clusters Score -1603155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1603156.000000 Penalty: 4584.240234
	Iteration 57Q: 3 clusters Score -1603156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1603156.000000 Penalty: 4584.240234
	Iteration 58F: 3 clusters Score -1603156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Entering Unmasked Estep 
Score: -1893078.750000 Penalty: 2335.927002
	Iteration 0F: 2 clusters Score -1893079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1883936.375000 Penalty: 4671.854004
	Iteration 0F: 3 clusters Score -1883936 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1886757.875000 Penalty: 4671.854004
	Iteration 1F: 3 clusters Score -1886758 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1887208.375000 Penalty: 4671.854004
	Iteration 2F: 3 clusters Score -1887208 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1887690.750000 Penalty: 4671.854004
	Iteration 3F: 3 clusters Score -1887691 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1888292.375000 Penalty: 4671.854004
	Iteration 4F: 3 clusters Score -1888292 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1888907.375000 Penalty: 4671.854004
	Iteration 5F: 3 clusters Score -1888907 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1889510.500000 Penalty: 4671.854004
	Iteration 6F: 3 clusters Score -1889510 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1890126.125000 Penalty: 4671.854004
	Iteration 7F: 3 clusters Score -1890126 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1890659.500000 Penalty: 4671.854004
	Iteration 8F: 3 clusters Score -1890660 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1891081.250000 Penalty: 4671.854004
	Iteration 9Q: 3 clusters Score -1891081 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1891383.875000 Penalty: 4671.854004
	Iteration 10Q: 3 clusters Score -1891384 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1891549.125000 Penalty: 4671.854004
	Iteration 11Q: 3 clusters Score -1891549 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1891667.375000 Penalty: 4671.854004
	Iteration 12Q: 3 clusters Score -1891667 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1891741.375000 Penalty: 4671.854004
	Iteration 13Q: 3 clusters Score -1891741 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1891781.000000 Penalty: 4671.854004
	Iteration 14Q: 3 clusters Score -1891781 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1891810.000000 Penalty: 4671.854004
	Iteration 15Q: 3 clusters Score -1891810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1891837.500000 Penalty: 4671.854004
	Iteration 16Q: 3 clusters Score -1891838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1891855.750000 Penalty: 4671.854004
	Iteration 17Q: 3 clusters Score -1891856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1891871.250000 Penalty: 4671.854004
	Iteration 18Q: 3 clusters Score -1891871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1891893.750000 Penalty: 4671.854004
	Iteration 19Q: 3 clusters Score -1891894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1891902.625000 Penalty: 4671.854004
	Iteration 20F: 3 clusters Score -1891903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1891915.625000 Penalty: 4671.854004
	Iteration 21Q: 3 clusters Score -1891916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1891927.000000 Penalty: 4671.854004
	Iteration 22Q: 3 clusters Score -1891927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1891940.625000 Penalty: 4671.854004
	Iteration 23Q: 3 clusters Score -1891941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1891953.250000 Penalty: 4671.854004
	Iteration 24Q: 3 clusters Score -1891953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1891961.500000 Penalty: 4671.854004
	Iteration 25Q: 3 clusters Score -1891962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1891975.625000 Penalty: 4671.854004
	Iteration 26Q: 3 clusters Score -1891976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1891983.250000 Penalty: 4671.854004
	Iteration 27Q: 3 clusters Score -1891983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1891988.375000 Penalty: 4671.854004
	Iteration 28Q: 3 clusters Score -1891988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1891993.750000 Penalty: 4671.854004
	Iteration 29Q: 3 clusters Score -1891994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1892003.875000 Penalty: 4671.854004
	Iteration 30Q: 3 clusters Score -1892004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1892011.125000 Penalty: 4671.854004
	Iteration 31Q: 3 clusters Score -1892011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1892019.000000 Penalty: 4671.854004
	Iteration 32Q: 3 clusters Score -1892019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1892026.875000 Penalty: 4671.854004
	Iteration 33Q: 3 clusters Score -1892027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1892037.500000 Penalty: 4671.854004
	Iteration 34Q: 3 clusters Score -1892038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1892047.625000 Penalty: 4671.854004
	Iteration 35Q: 3 clusters Score -1892048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1892051.250000 Penalty: 4671.854004
	Iteration 36Q: 3 clusters Score -1892051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1892056.750000 Penalty: 4671.854004
	Iteration 37Q: 3 clusters Score -1892057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1892060.000000 Penalty: 4671.854004
	Iteration 38Q: 3 clusters Score -1892060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1892064.125000 Penalty: 4671.854004
	Iteration 39Q: 3 clusters Score -1892064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1892070.125000 Penalty: 4671.854004
	Iteration 40F: 3 clusters Score -1892070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1892069.125000 Penalty: 4671.854004
	Iteration 41Q: 3 clusters Score -1892069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1892067.375000 Penalty: 4671.854004
	Iteration 42Q: 3 clusters Score -1892067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1892069.125000 Penalty: 4671.854004
	Iteration 43Q: 3 clusters Score -1892069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1892074.375000 Penalty: 4671.854004
	Iteration 44Q: 3 clusters Score -1892074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1892074.500000 Penalty: 4671.854004
	Iteration 45Q: 3 clusters Score -1892074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1892073.000000 Penalty: 4671.854004
	Iteration 46Q: 3 clusters Score -1892073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1892083.250000 Penalty: 4671.854004
	Iteration 47Q: 3 clusters Score -1892083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1892081.625000 Penalty: 4671.854004
	Iteration 48Q: 3 clusters Score -1892082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1892084.625000 Penalty: 4671.854004
	Iteration 49Q: 3 clusters Score -1892085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1892089.375000 Penalty: 4671.854004
	Iteration 50Q: 3 clusters Score -1892089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1892093.500000 Penalty: 4671.854004
	Iteration 51Q: 3 clusters Score -1892094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1892098.250000 Penalty: 4671.854004
	Iteration 52Q: 3 clusters Score -1892098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1892098.875000 Penalty: 4671.854004
	Iteration 53Q: 3 clusters Score -1892099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1892098.000000 Penalty: 4671.854004
	Iteration 54Q: 3 clusters Score -1892098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1892109.000000 Penalty: 4671.854004
	Iteration 55Q: 3 clusters Score -1892109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1892119.375000 Penalty: 4671.854004
	Iteration 56Q: 3 clusters Score -1892119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1892122.000000 Penalty: 4671.854004
	Iteration 57Q: 3 clusters Score -1892122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1892128.125000 Penalty: 4671.854004
	Iteration 58Q: 3 clusters Score -1892128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1892132.625000 Penalty: 4671.854004
	Iteration 59Q: 3 clusters Score -1892133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1892143.500000 Penalty: 4671.854004
	Iteration 60F: 3 clusters Score -1892144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1892155.375000 Penalty: 4671.854004
	Iteration 61Q: 3 clusters Score -1892155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1892163.750000 Penalty: 4671.854004
	Iteration 62Q: 3 clusters Score -1892164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1892174.375000 Penalty: 4671.854004
	Iteration 63Q: 3 clusters Score -1892174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1892185.000000 Penalty: 4671.854004
	Iteration 64Q: 3 clusters Score -1892185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1892192.625000 Penalty: 4671.854004
	Iteration 65Q: 3 clusters Score -1892193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1892206.875000 Penalty: 4671.854004
	Iteration 66Q: 3 clusters Score -1892207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1892215.875000 Penalty: 4671.854004
	Iteration 67Q: 3 clusters Score -1892216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1892229.875000 Penalty: 4671.854004
	Iteration 68Q: 3 clusters Score -1892230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1892237.500000 Penalty: 4671.854004
	Iteration 69Q: 3 clusters Score -1892238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1892247.875000 Penalty: 4671.854004
	Iteration 70Q: 3 clusters Score -1892248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1892257.500000 Penalty: 4671.854004
	Iteration 71Q: 3 clusters Score -1892258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1892257.375000 Penalty: 4671.854004
	Iteration 72Q: 3 clusters Score -1892257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1892269.250000 Penalty: 4671.854004
	Iteration 73Q: 3 clusters Score -1892269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1892271.125000 Penalty: 4671.854004
	Iteration 74Q: 3 clusters Score -1892271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1892274.375000 Penalty: 4671.854004
	Iteration 75Q: 3 clusters Score -1892274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1892277.000000 Penalty: 4671.854004
	Iteration 76Q: 3 clusters Score -1892277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1892283.625000 Penalty: 4671.854004
	Iteration 77Q: 3 clusters Score -1892284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1892285.000000 Penalty: 4671.854004
	Iteration 78Q: 3 clusters Score -1892285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1892282.250000 Penalty: 4671.854004
	Iteration 79Q: 3 clusters Score -1892282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1892284.875000 Penalty: 4671.854004
	Iteration 80F: 3 clusters Score -1892285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1892287.375000 Penalty: 4671.854004
	Iteration 81Q: 3 clusters Score -1892287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1892292.125000 Penalty: 4671.854004
	Iteration 82Q: 3 clusters Score -1892292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1892297.750000 Penalty: 4671.854004
	Iteration 83Q: 3 clusters Score -1892298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1892302.500000 Penalty: 4671.854004
	Iteration 84Q: 3 clusters Score -1892302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1892297.500000 Penalty: 4671.854004
	Iteration 85Q: 3 clusters Score -1892298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1892298.625000 Penalty: 4671.854004
	Iteration 86Q: 3 clusters Score -1892299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1892301.750000 Penalty: 4671.854004
	Iteration 87Q: 3 clusters Score -1892302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1892308.125000 Penalty: 4671.854004
	Iteration 88Q: 3 clusters Score -1892308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1892309.250000 Penalty: 4671.854004
	Iteration 89Q: 3 clusters Score -1892309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1892315.375000 Penalty: 4671.854004
	Iteration 90Q: 3 clusters Score -1892315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1892326.750000 Penalty: 4671.854004
	Iteration 91Q: 3 clusters Score -1892327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1892337.500000 Penalty: 4671.854004
	Iteration 92Q: 3 clusters Score -1892338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1892340.500000 Penalty: 4671.854004
	Iteration 93Q: 3 clusters Score -1892340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1892343.500000 Penalty: 4671.854004
	Iteration 94Q: 3 clusters Score -1892344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1892349.875000 Penalty: 4671.854004
	Iteration 95Q: 3 clusters Score -1892350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1892349.625000 Penalty: 4671.854004
	Iteration 96Q: 3 clusters Score -1892350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1892351.000000 Penalty: 4671.854004
	Iteration 97Q: 3 clusters Score -1892351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1892357.875000 Penalty: 4671.854004
	Iteration 98Q: 3 clusters Score -1892358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1892359.875000 Penalty: 4671.854004
	Iteration 99Q: 3 clusters Score -1892360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1892359.625000 Penalty: 4671.854004
	Iteration 100F: 3 clusters Score -1892360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1892360.250000 Penalty: 4671.854004
	Iteration 101Q: 3 clusters Score -1892360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1892365.750000 Penalty: 4671.854004
	Iteration 102Q: 3 clusters Score -1892366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1892368.000000 Penalty: 4671.854004
	Iteration 103Q: 3 clusters Score -1892368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1892370.375000 Penalty: 4671.854004
	Iteration 104Q: 3 clusters Score -1892370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1892371.000000 Penalty: 4671.854004
	Iteration 105Q: 3 clusters Score -1892371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1892377.250000 Penalty: 4671.854004
	Iteration 106Q: 3 clusters Score -1892377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1892378.125000 Penalty: 4671.854004
	Iteration 107Q: 3 clusters Score -1892378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1892378.250000 Penalty: 4671.854004
	Iteration 108Q: 3 clusters Score -1892378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1892384.375000 Penalty: 4671.854004
	Iteration 109Q: 3 clusters Score -1892384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1892381.625000 Penalty: 4671.854004
	Iteration 110Q: 3 clusters Score -1892382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1892384.625000 Penalty: 4671.854004
	Iteration 111Q: 3 clusters Score -1892385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1892387.250000 Penalty: 4671.854004
	Iteration 112Q: 3 clusters Score -1892387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1892390.500000 Penalty: 4671.854004
	Iteration 113Q: 3 clusters Score -1892390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1892390.750000 Penalty: 4671.854004
	Iteration 114Q: 3 clusters Score -1892391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1892393.000000 Penalty: 4671.854004
	Iteration 115Q: 3 clusters Score -1892393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1892394.625000 Penalty: 4671.854004
	Iteration 116Q: 3 clusters Score -1892395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1892395.125000 Penalty: 4671.854004
	Iteration 117Q: 3 clusters Score -1892395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1892394.125000 Penalty: 4671.854004
	Iteration 118Q: 3 clusters Score -1892394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1892395.000000 Penalty: 4671.854004
	Iteration 119Q: 3 clusters Score -1892395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1892401.250000 Penalty: 4671.854004
	Iteration 120F: 3 clusters Score -1892401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1892401.000000 Penalty: 4671.854004
	Iteration 121Q: 3 clusters Score -1892401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1892406.125000 Penalty: 4671.854004
	Iteration 122Q: 3 clusters Score -1892406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1892405.500000 Penalty: 4671.854004
	Iteration 123Q: 3 clusters Score -1892406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1892408.750000 Penalty: 4671.854004
	Iteration 124Q: 3 clusters Score -1892409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1892408.375000 Penalty: 4671.854004
	Iteration 125Q: 3 clusters Score -1892408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1892411.125000 Penalty: 4671.854004
	Iteration 126Q: 3 clusters Score -1892411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1892413.125000 Penalty: 4671.854004
	Iteration 127Q: 3 clusters Score -1892413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1892416.500000 Penalty: 4671.854004
	Iteration 128Q: 3 clusters Score -1892416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1892419.750000 Penalty: 4671.854004
	Iteration 129Q: 3 clusters Score -1892420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1892420.250000 Penalty: 4671.854004
	Iteration 130Q: 3 clusters Score -1892420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1892427.125000 Penalty: 4671.854004
	Iteration 131Q: 3 clusters Score -1892427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1892428.000000 Penalty: 4671.854004
	Iteration 132Q: 3 clusters Score -1892428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1892432.875000 Penalty: 4671.854004
	Iteration 133Q: 3 clusters Score -1892433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1892439.500000 Penalty: 4671.854004
	Iteration 134Q: 3 clusters Score -1892440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1892444.000000 Penalty: 4671.854004
	Iteration 135Q: 3 clusters Score -1892444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1892452.500000 Penalty: 4671.854004
	Iteration 136Q: 3 clusters Score -1892452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1892454.125000 Penalty: 4671.854004
	Iteration 137Q: 3 clusters Score -1892454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1892459.500000 Penalty: 4671.854004
	Iteration 138Q: 3 clusters Score -1892460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1892458.750000 Penalty: 4671.854004
	Iteration 139Q: 3 clusters Score -1892459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1892455.125000 Penalty: 4671.854004
	Iteration 140F: 3 clusters Score -1892455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1892456.875000 Penalty: 4671.854004
	Iteration 141Q: 3 clusters Score -1892457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1892457.000000 Penalty: 4671.854004
	Iteration 142Q: 3 clusters Score -1892457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1892461.250000 Penalty: 4671.854004
	Iteration 143Q: 3 clusters Score -1892461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1892460.625000 Penalty: 4671.854004
	Iteration 144Q: 3 clusters Score -1892461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1892457.875000 Penalty: 4671.854004
	Iteration 145Q: 3 clusters Score -1892458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1892461.375000 Penalty: 4671.854004
	Iteration 146Q: 3 clusters Score -1892461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1892461.125000 Penalty: 4671.854004
	Iteration 147Q: 3 clusters Score -1892461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1892463.875000 Penalty: 4671.854004
	Iteration 148Q: 3 clusters Score -1892464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1892463.250000 Penalty: 4671.854004
	Iteration 149Q: 3 clusters Score -1892463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1892463.250000 Penalty: 4671.854004
	Iteration 150F: 3 clusters Score -1892463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97505.531250 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97505.53 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98025.570312 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -98025.57 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98296.031250 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98296.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -98574.273438 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98574.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98791.867188 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -98791.87 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98908.484375 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -98908.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99025.796875 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -99025.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99131.164062 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -99131.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99173.203125 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -99173.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99191.593750 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -99191.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99197.875000 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -99197.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99198.648438 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -99198.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99199.226562 Penalty: 3284.217285
	Iteration 12F: 3 clusters Score -99199.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99204.335938 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -99204.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99204.335938 Penalty: 3284.217285
	Iteration 14F: 3 clusters Score -99204.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126345 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109549 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98632 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28056 members 
Mstep: Class 31 contains 28691 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 1053 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 285 members 
Entering Unmasked Estep 
Score: -86721400.000000 Penalty: 124812.671875
Splitting cluster 15 changes total score from -86723184.000000 to -86721400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Entering Unmasked Estep 
Score: -5354360.500000 Penalty: 2591.625977
	Iteration 0F: 2 clusters Score -5354360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -5330811.500000 Penalty: 5183.251953
	Iteration 0F: 3 clusters Score -5330812 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -5339362.500000 Penalty: 5183.251953
	Iteration 1F: 3 clusters Score -5339362 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -5339940.500000 Penalty: 5183.251953
	Iteration 2Q: 3 clusters Score -5339940 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -5340587.500000 Penalty: 5183.251953
	Iteration 3Q: 3 clusters Score -5340588 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -5341386.500000 Penalty: 5183.251953
	Iteration 4F: 3 clusters Score -5341386 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5342638.500000 Penalty: 5183.251953
	Iteration 5F: 3 clusters Score -5342638 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5344372.500000 Penalty: 5183.251953
	Iteration 6F: 3 clusters Score -5344372 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -5346323.500000 Penalty: 5183.251953
	Iteration 7F: 3 clusters Score -5346324 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -5348242.000000 Penalty: 5183.251953
	Iteration 8F: 3 clusters Score -5348242 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5349826.000000 Penalty: 5183.251953
	Iteration 9F: 3 clusters Score -5349826 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5350808.000000 Penalty: 5183.251953
	Iteration 10Q: 3 clusters Score -5350808 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5351425.500000 Penalty: 5183.251953
	Iteration 11Q: 3 clusters Score -5351426 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5351745.500000 Penalty: 5183.251953
	Iteration 12Q: 3 clusters Score -5351746 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5351894.500000 Penalty: 5183.251953
	Iteration 13Q: 3 clusters Score -5351894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5351977.000000 Penalty: 5183.251953
	Iteration 14Q: 3 clusters Score -5351977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5352027.000000 Penalty: 5183.251953
	Iteration 15Q: 3 clusters Score -5352027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5352053.000000 Penalty: 5183.251953
	Iteration 16Q: 3 clusters Score -5352053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5352081.000000 Penalty: 5183.251953
	Iteration 17Q: 3 clusters Score -5352081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5352097.000000 Penalty: 5183.251953
	Iteration 18Q: 3 clusters Score -5352097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5352104.000000 Penalty: 5183.251953
	Iteration 19Q: 3 clusters Score -5352104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5352111.500000 Penalty: 5183.251953
	Iteration 20F: 3 clusters Score -5352112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5352110.000000 Penalty: 5183.251953
	Iteration 21Q: 3 clusters Score -5352110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5352114.000000 Penalty: 5183.251953
	Iteration 22Q: 3 clusters Score -5352114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5352118.500000 Penalty: 5183.251953
	Iteration 23Q: 3 clusters Score -5352118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5352127.000000 Penalty: 5183.251953
	Iteration 24Q: 3 clusters Score -5352127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5352128.500000 Penalty: 5183.251953
	Iteration 25Q: 3 clusters Score -5352128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5352128.500000 Penalty: 5183.251953
	Iteration 26F: 3 clusters Score -5352128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -255279.093750 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -255279.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -252840.187500 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -252840.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -253300.343750 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -253300.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -253460.421875 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -253460.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -253549.328125 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -253549.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -253601.812500 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -253601.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -253635.343750 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -253635.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -253654.718750 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -253654.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253671.578125 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -253671.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -253686.500000 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -253686.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -253697.015625 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -253697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -253702.890625 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -253702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -253707.031250 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -253707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -253712.187500 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -253712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -253716.140625 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -253716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -253719.000000 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -253719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253721.890625 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -253721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253724.312500 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -253724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -253728.375000 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -253728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253733.531250 Penalty: 3688.269775
	Iteration 18Q: 3 clusters Score -253733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253735.750000 Penalty: 3688.269775
	Iteration 19Q: 3 clusters Score -253735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253738.046875 Penalty: 3688.269775
	Iteration 20F: 3 clusters Score -253738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253742.828125 Penalty: 3688.269775
	Iteration 21Q: 3 clusters Score -253742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253743.140625 Penalty: 3688.269775
	Iteration 22Q: 3 clusters Score -253743.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253743.140625 Penalty: 3688.269775
	Iteration 23F: 3 clusters Score -253743.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -980315.937500 Penalty: 2165.931396
	Iteration 0F: 2 clusters Score -980315.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -975051.000000 Penalty: 4331.862793
	Iteration 0F: 3 clusters Score -975051 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -976367.625000 Penalty: 4331.862793
	Iteration 1F: 3 clusters Score -976367.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -976574.375000 Penalty: 4331.862793
	Iteration 2F: 3 clusters Score -976574.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -976694.625000 Penalty: 4331.862793
	Iteration 3Q: 3 clusters Score -976694.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -976785.937500 Penalty: 4331.862793
	Iteration 4Q: 3 clusters Score -976785.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -976859.812500 Penalty: 4331.862793
	Iteration 5Q: 3 clusters Score -976859.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -976913.687500 Penalty: 4331.862793
	Iteration 6Q: 3 clusters Score -976913.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -976957.937500 Penalty: 4331.862793
	Iteration 7Q: 3 clusters Score -976957.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -976995.437500 Penalty: 4331.862793
	Iteration 8Q: 3 clusters Score -976995.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -977032.562500 Penalty: 4331.862793
	Iteration 9Q: 3 clusters Score -977032.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -977067.500000 Penalty: 4331.862793
	Iteration 10Q: 3 clusters Score -977067.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -977107.062500 Penalty: 4331.862793
	Iteration 11Q: 3 clusters Score -977107.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -977135.687500 Penalty: 4331.862793
	Iteration 12Q: 3 clusters Score -977135.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -977158.437500 Penalty: 4331.862793
	Iteration 13Q: 3 clusters Score -977158.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -977179.812500 Penalty: 4331.862793
	Iteration 14Q: 3 clusters Score -977179.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -977205.125000 Penalty: 4331.862793
	Iteration 15Q: 3 clusters Score -977205.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -977221.812500 Penalty: 4331.862793
	Iteration 16Q: 3 clusters Score -977221.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -977239.062500 Penalty: 4331.862793
	Iteration 17Q: 3 clusters Score -977239.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -977255.437500 Penalty: 4331.862793
	Iteration 18Q: 3 clusters Score -977255.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -977267.562500 Penalty: 4331.862793
	Iteration 19Q: 3 clusters Score -977267.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -977281.750000 Penalty: 4331.862793
	Iteration 20F: 3 clusters Score -977281.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -977297.875000 Penalty: 4331.862793
	Iteration 21Q: 3 clusters Score -977297.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -977315.125000 Penalty: 4331.862793
	Iteration 22Q: 3 clusters Score -977315.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -977331.875000 Penalty: 4331.862793
	Iteration 23Q: 3 clusters Score -977331.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -977348.250000 Penalty: 4331.862793
	Iteration 24Q: 3 clusters Score -977348.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -977367.750000 Penalty: 4331.862793
	Iteration 25Q: 3 clusters Score -977367.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -977394.687500 Penalty: 4331.862793
	Iteration 26Q: 3 clusters Score -977394.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -977420.687500 Penalty: 4331.862793
	Iteration 27Q: 3 clusters Score -977420.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -977444.875000 Penalty: 4331.862793
	Iteration 28Q: 3 clusters Score -977444.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -977474.187500 Penalty: 4331.862793
	Iteration 29Q: 3 clusters Score -977474.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -977509.937500 Penalty: 4331.862793
	Iteration 30Q: 3 clusters Score -977509.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -977555.937500 Penalty: 4331.862793
	Iteration 31Q: 3 clusters Score -977555.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -977613.125000 Penalty: 4331.862793
	Iteration 32Q: 3 clusters Score -977613.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -977681.125000 Penalty: 4331.862793
	Iteration 33Q: 3 clusters Score -977681.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -977757.937500 Penalty: 4331.862793
	Iteration 34Q: 3 clusters Score -977757.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -977847.875000 Penalty: 4331.862793
	Iteration 35Q: 3 clusters Score -977847.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -977950.687500 Penalty: 4331.862793
	Iteration 36Q: 3 clusters Score -977950.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -978061.000000 Penalty: 4331.862793
	Iteration 37Q: 3 clusters Score -978061 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -978153.875000 Penalty: 4331.862793
	Iteration 38Q: 3 clusters Score -978153.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -978243.937500 Penalty: 4331.862793
	Iteration 39Q: 3 clusters Score -978243.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -978324.187500 Penalty: 4331.862793
	Iteration 40F: 3 clusters Score -978324.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -978406.750000 Penalty: 4331.862793
	Iteration 41Q: 3 clusters Score -978406.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -978482.812500 Penalty: 4331.862793
	Iteration 42Q: 3 clusters Score -978482.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -978554.312500 Penalty: 4331.862793
	Iteration 43Q: 3 clusters Score -978554.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -978602.437500 Penalty: 4331.862793
	Iteration 44Q: 3 clusters Score -978602.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -978634.062500 Penalty: 4331.862793
	Iteration 45Q: 3 clusters Score -978634.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -978667.500000 Penalty: 4331.862793
	Iteration 46Q: 3 clusters Score -978667.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -978692.250000 Penalty: 4331.862793
	Iteration 47Q: 3 clusters Score -978692.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -978709.062500 Penalty: 4331.862793
	Iteration 48Q: 3 clusters Score -978709.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -978724.250000 Penalty: 4331.862793
	Iteration 49Q: 3 clusters Score -978724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -978730.437500 Penalty: 4331.862793
	Iteration 50Q: 3 clusters Score -978730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -978735.875000 Penalty: 4331.862793
	Iteration 51Q: 3 clusters Score -978735.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -978738.437500 Penalty: 4331.862793
	Iteration 52Q: 3 clusters Score -978738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -978741.437500 Penalty: 4331.862793
	Iteration 53Q: 3 clusters Score -978741.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -978743.437500 Penalty: 4331.862793
	Iteration 54Q: 3 clusters Score -978743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -978745.062500 Penalty: 4331.862793
	Iteration 55Q: 3 clusters Score -978745.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -978746.937500 Penalty: 4331.862793
	Iteration 56Q: 3 clusters Score -978746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -978746.937500 Penalty: 4331.862793
	Iteration 57F: 3 clusters Score -978746.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Entering Unmasked Estep 
Score: -1206782.250000 Penalty: 2221.366699
	Iteration 0F: 2 clusters Score -1206782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1200439.250000 Penalty: 4442.733398
	Iteration 0F: 3 clusters Score -1200439 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1202082.250000 Penalty: 4442.733398
	Iteration 1F: 3 clusters Score -1202082 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1202412.125000 Penalty: 4442.733398
	Iteration 2F: 3 clusters Score -1202412 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1202698.125000 Penalty: 4442.733398
	Iteration 3F: 3 clusters Score -1202698 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1202991.250000 Penalty: 4442.733398
	Iteration 4F: 3 clusters Score -1202991 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1203309.500000 Penalty: 4442.733398
	Iteration 5Q: 3 clusters Score -1203310 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1203592.375000 Penalty: 4442.733398
	Iteration 6Q: 3 clusters Score -1203592 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1203848.250000 Penalty: 4442.733398
	Iteration 7Q: 3 clusters Score -1203848 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1204075.875000 Penalty: 4442.733398
	Iteration 8Q: 3 clusters Score -1204076 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1204263.125000 Penalty: 4442.733398
	Iteration 9Q: 3 clusters Score -1204263 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1204409.125000 Penalty: 4442.733398
	Iteration 10Q: 3 clusters Score -1204409 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1204530.375000 Penalty: 4442.733398
	Iteration 11Q: 3 clusters Score -1204530 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1204626.875000 Penalty: 4442.733398
	Iteration 12Q: 3 clusters Score -1204627 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1204703.625000 Penalty: 4442.733398
	Iteration 13Q: 3 clusters Score -1204704 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1204767.000000 Penalty: 4442.733398
	Iteration 14Q: 3 clusters Score -1204767 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1204833.000000 Penalty: 4442.733398
	Iteration 15Q: 3 clusters Score -1204833 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1204896.250000 Penalty: 4442.733398
	Iteration 16Q: 3 clusters Score -1204896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1204944.125000 Penalty: 4442.733398
	Iteration 17Q: 3 clusters Score -1204944 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1204985.375000 Penalty: 4442.733398
	Iteration 18Q: 3 clusters Score -1204985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1205019.250000 Penalty: 4442.733398
	Iteration 19Q: 3 clusters Score -1205019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1205044.750000 Penalty: 4442.733398
	Iteration 20F: 3 clusters Score -1205045 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1205062.750000 Penalty: 4442.733398
	Iteration 21Q: 3 clusters Score -1205063 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1205081.750000 Penalty: 4442.733398
	Iteration 22Q: 3 clusters Score -1205082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1205089.500000 Penalty: 4442.733398
	Iteration 23Q: 3 clusters Score -1205090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1205102.000000 Penalty: 4442.733398
	Iteration 24Q: 3 clusters Score -1205102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1205119.125000 Penalty: 4442.733398
	Iteration 25Q: 3 clusters Score -1205119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1205131.250000 Penalty: 4442.733398
	Iteration 26Q: 3 clusters Score -1205131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1205140.000000 Penalty: 4442.733398
	Iteration 27Q: 3 clusters Score -1205140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1205152.000000 Penalty: 4442.733398
	Iteration 28Q: 3 clusters Score -1205152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1205160.625000 Penalty: 4442.733398
	Iteration 29Q: 3 clusters Score -1205161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1205166.875000 Penalty: 4442.733398
	Iteration 30Q: 3 clusters Score -1205167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1205172.625000 Penalty: 4442.733398
	Iteration 31Q: 3 clusters Score -1205173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1205181.250000 Penalty: 4442.733398
	Iteration 32Q: 3 clusters Score -1205181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1205185.000000 Penalty: 4442.733398
	Iteration 33Q: 3 clusters Score -1205185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1205191.250000 Penalty: 4442.733398
	Iteration 34Q: 3 clusters Score -1205191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1205191.500000 Penalty: 4442.733398
	Iteration 35Q: 3 clusters Score -1205192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1205199.125000 Penalty: 4442.733398
	Iteration 36Q: 3 clusters Score -1205199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1205206.375000 Penalty: 4442.733398
	Iteration 37Q: 3 clusters Score -1205206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1205216.500000 Penalty: 4442.733398
	Iteration 38Q: 3 clusters Score -1205216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1205221.750000 Penalty: 4442.733398
	Iteration 39Q: 3 clusters Score -1205222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1205229.375000 Penalty: 4442.733398
	Iteration 40F: 3 clusters Score -1205229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1205242.000000 Penalty: 4442.733398
	Iteration 41Q: 3 clusters Score -1205242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1205251.000000 Penalty: 4442.733398
	Iteration 42Q: 3 clusters Score -1205251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1205261.875000 Penalty: 4442.733398
	Iteration 43Q: 3 clusters Score -1205262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1205274.125000 Penalty: 4442.733398
	Iteration 44Q: 3 clusters Score -1205274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1205295.125000 Penalty: 4442.733398
	Iteration 45Q: 3 clusters Score -1205295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1205322.625000 Penalty: 4442.733398
	Iteration 46Q: 3 clusters Score -1205323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1205350.625000 Penalty: 4442.733398
	Iteration 47Q: 3 clusters Score -1205351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1205390.000000 Penalty: 4442.733398
	Iteration 48Q: 3 clusters Score -1205390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1205427.500000 Penalty: 4442.733398
	Iteration 49Q: 3 clusters Score -1205428 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1205460.250000 Penalty: 4442.733398
	Iteration 50Q: 3 clusters Score -1205460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1205488.000000 Penalty: 4442.733398
	Iteration 51Q: 3 clusters Score -1205488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1205513.750000 Penalty: 4442.733398
	Iteration 52Q: 3 clusters Score -1205514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1205530.750000 Penalty: 4442.733398
	Iteration 53Q: 3 clusters Score -1205531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1205542.000000 Penalty: 4442.733398
	Iteration 54Q: 3 clusters Score -1205542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1205548.500000 Penalty: 4442.733398
	Iteration 55Q: 3 clusters Score -1205548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1205551.500000 Penalty: 4442.733398
	Iteration 56Q: 3 clusters Score -1205552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1205551.375000 Penalty: 4442.733398
	Iteration 57Q: 3 clusters Score -1205551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1205551.625000 Penalty: 4442.733398
	Iteration 58Q: 3 clusters Score -1205552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1205553.375000 Penalty: 4442.733398
	Iteration 59Q: 3 clusters Score -1205553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1205551.375000 Penalty: 4442.733398
	Iteration 60F: 3 clusters Score -1205551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1205555.500000 Penalty: 4442.733398
	Iteration 61Q: 3 clusters Score -1205556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1205554.000000 Penalty: 4442.733398
	Iteration 62Q: 3 clusters Score -1205554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1205555.125000 Penalty: 4442.733398
	Iteration 63Q: 3 clusters Score -1205555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1205555.125000 Penalty: 4442.733398
	Iteration 64F: 3 clusters Score -1205555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 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 313 members 
Entering Unmasked Estep 
Score: -68210.304688 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68210.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68473.039062 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68473.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68560.617188 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68560.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -68630.976562 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -68630.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68669.257812 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68669.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -68691.250000 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68691.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68697.257812 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68697.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68710.507812 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -68710.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68734.289062 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -68734.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68754.953125 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -68754.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68775.281250 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -68775.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68793.000000 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -68793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68813.148438 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -68813.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68844.882812 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -68844.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68861.210938 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -68861.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68874.046875 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -68874.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68895.914062 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -68895.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68934.351562 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -68934.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68958.164062 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -68958.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68969.148438 Penalty: 3189.140869
	Iteration 19Q: 3 clusters Score -68969.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68992.937500 Penalty: 3189.140869
	Iteration 20F: 3 clusters Score -68992.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69017.195312 Penalty: 3189.140869
	Iteration 21Q: 3 clusters Score -69017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69034.851562 Penalty: 3189.140869
	Iteration 22Q: 3 clusters Score -69034.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69045.976562 Penalty: 3189.140869
	Iteration 23Q: 3 clusters Score -69045.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69051.671875 Penalty: 3189.140869
	Iteration 24Q: 3 clusters Score -69051.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69051.671875 Penalty: 3189.140869
	Iteration 25F: 3 clusters Score -69051.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -378880.906250 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -378880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -375982.281250 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -375982.3 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -376517.937500 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -376517.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376648.343750 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -376648.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -376709.843750 Penalty: 3862.747314
	Iteration 3Q: 3 clusters Score -376709.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -376744.218750 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -376744.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -376763.406250 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -376763.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -376776.406250 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -376776.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -376785.125000 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -376785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -376794.281250 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -376794.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -376802.468750 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -376802.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -376809.875000 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -376809.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -376818.000000 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -376818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -376827.281250 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -376827.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -376835.812500 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -376835.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376840.312500 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -376840.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -376843.781250 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -376843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -376845.406250 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -376845.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -376848.468750 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -376848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -376851.250000 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -376851.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -376855.750000 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -376855.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -376860.750000 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -376860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -376867.593750 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -376867.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -376873.843750 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -376873.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -376879.656250 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -376879.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -376883.656250 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -376883.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -376888.812500 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -376888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -376893.218750 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -376893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -376897.718750 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -376897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -376901.343750 Penalty: 3862.747314
	Iteration 28Q: 3 clusters Score -376901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -376902.562500 Penalty: 3862.747314
	Iteration 29Q: 3 clusters Score -376902.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -376905.781250 Penalty: 3862.747314
	Iteration 30Q: 3 clusters Score -376905.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -376907.843750 Penalty: 3862.747314
	Iteration 31Q: 3 clusters Score -376907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -376908.593750 Penalty: 3862.747314
	Iteration 32Q: 3 clusters Score -376908.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -376908.843750 Penalty: 3862.747314
	Iteration 33Q: 3 clusters Score -376908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -376911.406250 Penalty: 3862.747314
	Iteration 34Q: 3 clusters Score -376911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -376912.875000 Penalty: 3862.747314
	Iteration 35Q: 3 clusters Score -376912.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -376915.062500 Penalty: 3862.747314
	Iteration 36Q: 3 clusters Score -376915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -376917.093750 Penalty: 3862.747314
	Iteration 37Q: 3 clusters Score -376917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -376918.531250 Penalty: 3862.747314
	Iteration 38Q: 3 clusters Score -376918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -376919.968750 Penalty: 3862.747314
	Iteration 39Q: 3 clusters Score -376920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -376922.406250 Penalty: 3862.747314
	Iteration 40F: 3 clusters Score -376922.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -376925.250000 Penalty: 3862.747314
	Iteration 41Q: 3 clusters Score -376925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -376930.531250 Penalty: 3862.747314
	Iteration 42Q: 3 clusters Score -376930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -376933.312500 Penalty: 3862.747314
	Iteration 43Q: 3 clusters Score -376933.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -376935.531250 Penalty: 3862.747314
	Iteration 44Q: 3 clusters Score -376935.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -376938.000000 Penalty: 3862.747314
	Iteration 45Q: 3 clusters Score -376938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -376942.281250 Penalty: 3862.747314
	Iteration 46Q: 3 clusters Score -376942.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -376947.906250 Penalty: 3862.747314
	Iteration 47Q: 3 clusters Score -376947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -376950.656250 Penalty: 3862.747314
	Iteration 48Q: 3 clusters Score -376950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -376955.718750 Penalty: 3862.747314
	Iteration 49Q: 3 clusters Score -376955.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -376959.875000 Penalty: 3862.747314
	Iteration 50Q: 3 clusters Score -376959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -376963.062500 Penalty: 3862.747314
	Iteration 51Q: 3 clusters Score -376963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -376965.187500 Penalty: 3862.747314
	Iteration 52Q: 3 clusters Score -376965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -376965.500000 Penalty: 3862.747314
	Iteration 53Q: 3 clusters Score -376965.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -376965.750000 Penalty: 3862.747314
	Iteration 54Q: 3 clusters Score -376965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -376966.468750 Penalty: 3862.747314
	Iteration 55Q: 3 clusters Score -376966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -376966.468750 Penalty: 3862.747314
	Iteration 56F: 3 clusters Score -376966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -120038.429688 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -120038.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -120443.250000 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120443.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -120613.828125 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120613.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -120754.781250 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -120754.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120896.929688 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120896.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121099.265625 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -121099.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -121276.507812 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -121276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -121328.367188 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -121328.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121345.625000 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -121345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121360.968750 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -121361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121377.773438 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -121377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121382.921875 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -121382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121384.921875 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -121384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121384.921875 Penalty: 3365.651611
	Iteration 13F: 3 clusters Score -121384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -228551.296875 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228551.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -228920.234375 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228920.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -229047.718750 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229047.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -229118.046875 Penalty: 3658.437500
	Iteration 3Q: 3 clusters Score -229118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -229170.359375 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229170.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -229203.203125 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229203.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229229.234375 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229229.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -229242.234375 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -229257.093750 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229257.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229272.625000 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229272.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -229283.437500 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229290.500000 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229305.750000 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229305.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229322.203125 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229322.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229334.343750 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229334.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229344.984375 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -229351.968750 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229355.703125 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229355.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -229358.640625 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229360.265625 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -229364.031250 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -229371.218750 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -229371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -229375.296875 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -229375.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -229381.968750 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -229382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -229387.968750 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -229388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -229391.890625 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -229391.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -229395.921875 Penalty: 3658.437500
	Iteration 26Q: 3 clusters Score -229395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -229396.656250 Penalty: 3658.437500
	Iteration 27Q: 3 clusters Score -229396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -229397.859375 Penalty: 3658.437500
	Iteration 28Q: 3 clusters Score -229397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -229399.406250 Penalty: 3658.437500
	Iteration 29Q: 3 clusters Score -229399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -229402.015625 Penalty: 3658.437500
	Iteration 30Q: 3 clusters Score -229402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -229404.062500 Penalty: 3658.437500
	Iteration 31Q: 3 clusters Score -229404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -229404.828125 Penalty: 3658.437500
	Iteration 32Q: 3 clusters Score -229404.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -229404.828125 Penalty: 3658.437500
	Iteration 33F: 3 clusters Score -229404.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109549 members 
Entering Unmasked Estep 
Score: -17266072.000000 Penalty: 2877.823486
	Iteration 0F: 2 clusters Score -1.726607e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -17195422.000000 Penalty: 5755.646973
	Iteration 0F: 3 clusters Score -1.719542e+07 nChanged 51754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -17224918.000000 Penalty: 5755.646973
	Iteration 1F: 3 clusters Score -1.722492e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -17225918.000000 Penalty: 5755.646973
	Iteration 2Q: 3 clusters Score -1.722592e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -17226996.000000 Penalty: 5755.646973
	Iteration 3Q: 3 clusters Score -1.7227e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57388 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -17228278.000000 Penalty: 5755.646973
	Iteration 4Q: 3 clusters Score -1.722828e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -17229856.000000 Penalty: 5755.646973
	Iteration 5Q: 3 clusters Score -1.722986e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -17232234.000000 Penalty: 5755.646973
	Iteration 6Q: 3 clusters Score -1.723223e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -17235570.000000 Penalty: 5755.646973
	Iteration 7F: 3 clusters Score -1.723557e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -17240084.000000 Penalty: 5755.646973
	Iteration 8F: 3 clusters Score -1.724008e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -17245146.000000 Penalty: 5755.646973
	Iteration 9F: 3 clusters Score -1.724515e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -17248812.000000 Penalty: 5755.646973
	Iteration 10F: 3 clusters Score -1.724881e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -17250854.000000 Penalty: 5755.646973
	Iteration 11Q: 3 clusters Score -1.725085e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -17251868.000000 Penalty: 5755.646973
	Iteration 12Q: 3 clusters Score -1.725187e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -17252550.000000 Penalty: 5755.646973
	Iteration 13Q: 3 clusters Score -1.725255e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -17253208.000000 Penalty: 5755.646973
	Iteration 14Q: 3 clusters Score -1.725321e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -17253732.000000 Penalty: 5755.646973
	Iteration 15Q: 3 clusters Score -1.725373e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -17254450.000000 Penalty: 5755.646973
	Iteration 16Q: 3 clusters Score -1.725445e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -17255128.000000 Penalty: 5755.646973
	Iteration 17Q: 3 clusters Score -1.725513e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -17256002.000000 Penalty: 5755.646973
	Iteration 18Q: 3 clusters Score -1.7256e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -17256874.000000 Penalty: 5755.646973
	Iteration 19Q: 3 clusters Score -1.725687e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -17257658.000000 Penalty: 5755.646973
	Iteration 20F: 3 clusters Score -1.725766e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -17258674.000000 Penalty: 5755.646973
	Iteration 21Q: 3 clusters Score -1.725867e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -17259552.000000 Penalty: 5755.646973
	Iteration 22Q: 3 clusters Score -1.725955e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -17260410.000000 Penalty: 5755.646973
	Iteration 23Q: 3 clusters Score -1.726041e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -17260992.000000 Penalty: 5755.646973
	Iteration 24Q: 3 clusters Score -1.726099e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -17261560.000000 Penalty: 5755.646973
	Iteration 25Q: 3 clusters Score -1.726156e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102156 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -17261976.000000 Penalty: 5755.646973
	Iteration 26Q: 3 clusters Score -1.726198e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -17262464.000000 Penalty: 5755.646973
	Iteration 27Q: 3 clusters Score -1.726246e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -17262728.000000 Penalty: 5755.646973
	Iteration 28Q: 3 clusters Score -1.726273e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -17262918.000000 Penalty: 5755.646973
	Iteration 29Q: 3 clusters Score -1.726292e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105317 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -17263050.000000 Penalty: 5755.646973
	Iteration 30Q: 3 clusters Score -1.726305e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105810 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -17263268.000000 Penalty: 5755.646973
	Iteration 31Q: 3 clusters Score -1.726327e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -17263292.000000 Penalty: 5755.646973
	Iteration 32Q: 3 clusters Score -1.726329e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106572 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -17263398.000000 Penalty: 5755.646973
	Iteration 33Q: 3 clusters Score -1.72634e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -17263486.000000 Penalty: 5755.646973
	Iteration 34Q: 3 clusters Score -1.726349e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -17263560.000000 Penalty: 5755.646973
	Iteration 35Q: 3 clusters Score -1.726356e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107276 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -17263584.000000 Penalty: 5755.646973
	Iteration 36Q: 3 clusters Score -1.726358e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107409 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -17263642.000000 Penalty: 5755.646973
	Iteration 37Q: 3 clusters Score -1.726364e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107515 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -17263644.000000 Penalty: 5755.646973
	Iteration 38Q: 3 clusters Score -1.726364e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107614 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -17263716.000000 Penalty: 5755.646973
	Iteration 39Q: 3 clusters Score -1.726372e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107698 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -17263724.000000 Penalty: 5755.646973
	Iteration 40F: 3 clusters Score -1.726372e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -17263766.000000 Penalty: 5755.646973
	Iteration 41Q: 3 clusters Score -1.726377e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -17263790.000000 Penalty: 5755.646973
	Iteration 42Q: 3 clusters Score -1.726379e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -17263808.000000 Penalty: 5755.646973
	Iteration 43Q: 3 clusters Score -1.726381e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -17263842.000000 Penalty: 5755.646973
	Iteration 44Q: 3 clusters Score -1.726384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -17263830.000000 Penalty: 5755.646973
	Iteration 45Q: 3 clusters Score -1.726383e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -17263838.000000 Penalty: 5755.646973
	Iteration 46Q: 3 clusters Score -1.726384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108043 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -17263858.000000 Penalty: 5755.646973
	Iteration 47Q: 3 clusters Score -1.726386e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -17263868.000000 Penalty: 5755.646973
	Iteration 48Q: 3 clusters Score -1.726387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -17263870.000000 Penalty: 5755.646973
	Iteration 49Q: 3 clusters Score -1.726387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -17263878.000000 Penalty: 5755.646973
	Iteration 50Q: 3 clusters Score -1.726388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -17263886.000000 Penalty: 5755.646973
	Iteration 51Q: 3 clusters Score -1.726389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108113 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -17263892.000000 Penalty: 5755.646973
	Iteration 52Q: 3 clusters Score -1.726389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108116 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -17263902.000000 Penalty: 5755.646973
	Iteration 53Q: 3 clusters Score -1.72639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108120 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -17263896.000000 Penalty: 5755.646973
	Iteration 54Q: 3 clusters Score -1.72639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108124 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -17263906.000000 Penalty: 5755.646973
	Iteration 55Q: 3 clusters Score -1.726391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -17263892.000000 Penalty: 5755.646973
	Iteration 56Q: 3 clusters Score -1.726389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108130 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -17263894.000000 Penalty: 5755.646973
	Iteration 57Q: 3 clusters Score -1.726389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108131 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -17263890.000000 Penalty: 5755.646973
	Iteration 58Q: 3 clusters Score -1.726389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108132 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -17263898.000000 Penalty: 5755.646973
	Iteration 59Q: 3 clusters Score -1.72639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -17263882.000000 Penalty: 5755.646973
	Iteration 60F: 3 clusters Score -1.726388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -17263886.000000 Penalty: 5755.646973
	Iteration 61Q: 3 clusters Score -1.726389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -17263888.000000 Penalty: 5755.646973
	Iteration 62Q: 3 clusters Score -1.726389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -17263890.000000 Penalty: 5755.646973
	Iteration 63Q: 3 clusters Score -1.726389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -17263894.000000 Penalty: 5755.646973
	Iteration 64Q: 3 clusters Score -1.726389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108154 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -17263892.000000 Penalty: 5755.646973
	Iteration 65Q: 3 clusters Score -1.726389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -17263894.000000 Penalty: 5755.646973
	Iteration 66Q: 3 clusters Score -1.726389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -17263894.000000 Penalty: 5755.646973
	Iteration 67Q: 3 clusters Score -1.726389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -17263894.000000 Penalty: 5755.646973
	Iteration 68Q: 3 clusters Score -1.726389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -17263892.000000 Penalty: 5755.646973
	Iteration 69Q: 3 clusters Score -1.726389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17263892.000000 Penalty: 5755.646973
	Iteration 70Q: 3 clusters Score -1.726389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17263908.000000 Penalty: 5755.646973
	Iteration 71Q: 3 clusters Score -1.726391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17263900.000000 Penalty: 5755.646973
	Iteration 72Q: 3 clusters Score -1.72639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -17263914.000000 Penalty: 5755.646973
	Iteration 73Q: 3 clusters Score -1.726391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17263902.000000 Penalty: 5755.646973
	Iteration 74Q: 3 clusters Score -1.72639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108199 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -17263908.000000 Penalty: 5755.646973
	Iteration 75Q: 3 clusters Score -1.726391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -17263914.000000 Penalty: 5755.646973
	Iteration 76Q: 3 clusters Score -1.726391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -17263926.000000 Penalty: 5755.646973
	Iteration 77Q: 3 clusters Score -1.726393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108211 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -17263914.000000 Penalty: 5755.646973
	Iteration 78Q: 3 clusters Score -1.726391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -17263910.000000 Penalty: 5755.646973
	Iteration 79Q: 3 clusters Score -1.726391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -17263918.000000 Penalty: 5755.646973
	Iteration 80F: 3 clusters Score -1.726392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108220 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -17263922.000000 Penalty: 5755.646973
	Iteration 81Q: 3 clusters Score -1.726392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -17263910.000000 Penalty: 5755.646973
	Iteration 82Q: 3 clusters Score -1.726391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108222 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -17263914.000000 Penalty: 5755.646973
	Iteration 83Q: 3 clusters Score -1.726391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17263916.000000 Penalty: 5755.646973
	Iteration 84Q: 3 clusters Score -1.726392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108224 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -17263916.000000 Penalty: 5755.646973
	Iteration 85F: 3 clusters Score -1.726392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -436522.125000 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -436522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -433306.843750 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -433306.8 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -433948.968750 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -433949 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -434137.875000 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -434137.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -434253.687500 Penalty: 3960.293457
	Iteration 3Q: 3 clusters Score -434253.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -434335.656250 Penalty: 3960.293457
	Iteration 4Q: 3 clusters Score -434335.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -434411.281250 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -434411.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -434501.187500 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -434501.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -434604.406250 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -434604.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -434694.968750 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -434695 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -434802.031250 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -434802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -434908.437500 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -434908.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -434996.687500 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -434996.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -435066.500000 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -435066.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -435120.562500 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -435120.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -435158.750000 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -435158.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -435188.156250 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -435188.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -435211.968750 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -435212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -435234.000000 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -435234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -435258.218750 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -435258.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -435280.812500 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -435280.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -435295.906250 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -435295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -435305.937500 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -435305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -435309.937500 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -435309.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435314.937500 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -435314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -435318.437500 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -435318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -435318.437500 Penalty: 3960.293457
	Iteration 25F: 3 clusters Score -435318.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (98632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98632 members 
Entering Unmasked Estep 
Score: -15571071.000000 Penalty: 2851.789551
	Iteration 0F: 2 clusters Score -1.557107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -15505993.000000 Penalty: 5703.579102
	Iteration 0F: 3 clusters Score -1.550599e+07 nChanged 46841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -15533253.000000 Penalty: 5703.579102
	Iteration 1F: 3 clusters Score -1.553325e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53412 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -15534296.000000 Penalty: 5703.579102
	Iteration 2Q: 3 clusters Score -1.55343e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -15535712.000000 Penalty: 5703.579102
	Iteration 3Q: 3 clusters Score -1.553571e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -15537505.000000 Penalty: 5703.579102
	Iteration 4Q: 3 clusters Score -1.55375e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -15540203.000000 Penalty: 5703.579102
	Iteration 5F: 3 clusters Score -1.55402e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -15544583.000000 Penalty: 5703.579102
	Iteration 6F: 3 clusters Score -1.554458e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -15550538.000000 Penalty: 5703.579102
	Iteration 7F: 3 clusters Score -1.555054e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -15557391.000000 Penalty: 5703.579102
	Iteration 8F: 3 clusters Score -1.555739e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -15563126.000000 Penalty: 5703.579102
	Iteration 9F: 3 clusters Score -1.556313e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -15566439.000000 Penalty: 5703.579102
	Iteration 10Q: 3 clusters Score -1.556644e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -15567862.000000 Penalty: 5703.579102
	Iteration 11Q: 3 clusters Score -1.556786e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -15568518.000000 Penalty: 5703.579102
	Iteration 12Q: 3 clusters Score -1.556852e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15568773.000000 Penalty: 5703.579102
	Iteration 13Q: 3 clusters Score -1.556877e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -15568918.000000 Penalty: 5703.579102
	Iteration 14Q: 3 clusters Score -1.556892e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97903 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -15568998.000000 Penalty: 5703.579102
	Iteration 15Q: 3 clusters Score -1.5569e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -15569050.000000 Penalty: 5703.579102
	Iteration 16Q: 3 clusters Score -1.556905e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15569069.000000 Penalty: 5703.579102
	Iteration 17Q: 3 clusters Score -1.556907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -15569099.000000 Penalty: 5703.579102
	Iteration 18Q: 3 clusters Score -1.55691e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -15569122.000000 Penalty: 5703.579102
	Iteration 19Q: 3 clusters Score -1.556912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15569128.000000 Penalty: 5703.579102
	Iteration 20F: 3 clusters Score -1.556913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -15569145.000000 Penalty: 5703.579102
	Iteration 21Q: 3 clusters Score -1.556914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -15569139.000000 Penalty: 5703.579102
	Iteration 22Q: 3 clusters Score -1.556914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -15569149.000000 Penalty: 5703.579102
	Iteration 23Q: 3 clusters Score -1.556915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15569161.000000 Penalty: 5703.579102
	Iteration 24Q: 3 clusters Score -1.556916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15569152.000000 Penalty: 5703.579102
	Iteration 25Q: 3 clusters Score -1.556915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15569154.000000 Penalty: 5703.579102
	Iteration 26Q: 3 clusters Score -1.556915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -15569150.000000 Penalty: 5703.579102
	Iteration 27Q: 3 clusters Score -1.556915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15569159.000000 Penalty: 5703.579102
	Iteration 28Q: 3 clusters Score -1.556916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -15569157.000000 Penalty: 5703.579102
	Iteration 29Q: 3 clusters Score -1.556916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97975 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15569168.000000 Penalty: 5703.579102
	Iteration 30Q: 3 clusters Score -1.556917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -15569168.000000 Penalty: 5703.579102
	Iteration 31Q: 3 clusters Score -1.556917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -15569162.000000 Penalty: 5703.579102
	Iteration 32Q: 3 clusters Score -1.556916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15569164.000000 Penalty: 5703.579102
	Iteration 33Q: 3 clusters Score -1.556916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -15569164.000000 Penalty: 5703.579102
	Iteration 34F: 3 clusters Score -1.556916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73641.218750 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73641.22 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73829.023438 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73829.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73884.632812 Penalty: 3144.818115
	Iteration 2Q: 3 clusters Score -73884.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73916.296875 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -73916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73930.890625 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -73930.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73931.890625 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -73931.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73931.890625 Penalty: 3144.818115
	Iteration 6F: 3 clusters Score -73931.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Entering Unmasked Estep 
Score: -2415490.250000 Penalty: 2390.892090
	Iteration 0F: 2 clusters Score -2415490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2404468.500000 Penalty: 4781.784180
	Iteration 0F: 3 clusters Score -2404468 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2407929.500000 Penalty: 4781.784180
	Iteration 1F: 3 clusters Score -2407930 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2408312.500000 Penalty: 4781.784180
	Iteration 2F: 3 clusters Score -2408312 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2408617.750000 Penalty: 4781.784180
	Iteration 3Q: 3 clusters Score -2408618 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2408861.500000 Penalty: 4781.784180
	Iteration 4Q: 3 clusters Score -2408862 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2409119.750000 Penalty: 4781.784180
	Iteration 5Q: 3 clusters Score -2409120 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2409346.000000 Penalty: 4781.784180
	Iteration 6Q: 3 clusters Score -2409346 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2409575.250000 Penalty: 4781.784180
	Iteration 7Q: 3 clusters Score -2409575 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2409840.000000 Penalty: 4781.784180
	Iteration 8Q: 3 clusters Score -2409840 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2410142.250000 Penalty: 4781.784180
	Iteration 9Q: 3 clusters Score -2410142 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2410473.000000 Penalty: 4781.784180
	Iteration 10Q: 3 clusters Score -2410473 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2410845.500000 Penalty: 4781.784180
	Iteration 11Q: 3 clusters Score -2410846 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2411278.000000 Penalty: 4781.784180
	Iteration 12Q: 3 clusters Score -2411278 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2411732.000000 Penalty: 4781.784180
	Iteration 13Q: 3 clusters Score -2411732 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2412162.250000 Penalty: 4781.784180
	Iteration 14Q: 3 clusters Score -2412162 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2412514.000000 Penalty: 4781.784180
	Iteration 15Q: 3 clusters Score -2412514 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2412782.250000 Penalty: 4781.784180
	Iteration 16Q: 3 clusters Score -2412782 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2412983.000000 Penalty: 4781.784180
	Iteration 17Q: 3 clusters Score -2412983 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2413115.750000 Penalty: 4781.784180
	Iteration 18Q: 3 clusters Score -2413116 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2413186.250000 Penalty: 4781.784180
	Iteration 19Q: 3 clusters Score -2413186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2413253.500000 Penalty: 4781.784180
	Iteration 20F: 3 clusters Score -2413254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2413299.750000 Penalty: 4781.784180
	Iteration 21Q: 3 clusters Score -2413300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2413333.500000 Penalty: 4781.784180
	Iteration 22Q: 3 clusters Score -2413334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2413362.750000 Penalty: 4781.784180
	Iteration 23Q: 3 clusters Score -2413363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2413378.750000 Penalty: 4781.784180
	Iteration 24Q: 3 clusters Score -2413379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2413391.250000 Penalty: 4781.784180
	Iteration 25Q: 3 clusters Score -2413391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2413408.000000 Penalty: 4781.784180
	Iteration 26Q: 3 clusters Score -2413408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2413420.500000 Penalty: 4781.784180
	Iteration 27Q: 3 clusters Score -2413420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2413430.750000 Penalty: 4781.784180
	Iteration 28Q: 3 clusters Score -2413431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2413437.250000 Penalty: 4781.784180
	Iteration 29Q: 3 clusters Score -2413437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2413442.500000 Penalty: 4781.784180
	Iteration 30Q: 3 clusters Score -2413442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2413442.750000 Penalty: 4781.784180
	Iteration 31Q: 3 clusters Score -2413443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2413443.750000 Penalty: 4781.784180
	Iteration 32Q: 3 clusters Score -2413444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2413443.750000 Penalty: 4781.784180
	Iteration 33F: 3 clusters Score -2413444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -429714.781250 Penalty: 1976.657959
	Iteration 0F: 2 clusters Score -429714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -426598.062500 Penalty: 3953.315918
	Iteration 0F: 3 clusters Score -426598.1 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -427352.125000 Penalty: 3953.315918
	Iteration 1F: 3 clusters Score -427352.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -427612.687500 Penalty: 3953.315918
	Iteration 2F: 3 clusters Score -427612.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -427756.937500 Penalty: 3953.315918
	Iteration 3F: 3 clusters Score -427756.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -427865.562500 Penalty: 3953.315918
	Iteration 4Q: 3 clusters Score -427865.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -427972.250000 Penalty: 3953.315918
	Iteration 5Q: 3 clusters Score -427972.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -428050.156250 Penalty: 3953.315918
	Iteration 6Q: 3 clusters Score -428050.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -428128.312500 Penalty: 3953.315918
	Iteration 7Q: 3 clusters Score -428128.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -428199.593750 Penalty: 3953.315918
	Iteration 8Q: 3 clusters Score -428199.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -428253.906250 Penalty: 3953.315918
	Iteration 9Q: 3 clusters Score -428253.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -428311.406250 Penalty: 3953.315918
	Iteration 10Q: 3 clusters Score -428311.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -428345.281250 Penalty: 3953.315918
	Iteration 11Q: 3 clusters Score -428345.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -428362.031250 Penalty: 3953.315918
	Iteration 12Q: 3 clusters Score -428362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -428375.593750 Penalty: 3953.315918
	Iteration 13Q: 3 clusters Score -428375.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -428384.312500 Penalty: 3953.315918
	Iteration 14Q: 3 clusters Score -428384.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -428392.093750 Penalty: 3953.315918
	Iteration 15Q: 3 clusters Score -428392.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -428399.718750 Penalty: 3953.315918
	Iteration 16Q: 3 clusters Score -428399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -428408.406250 Penalty: 3953.315918
	Iteration 17Q: 3 clusters Score -428408.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -428413.031250 Penalty: 3953.315918
	Iteration 18Q: 3 clusters Score -428413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -428418.375000 Penalty: 3953.315918
	Iteration 19Q: 3 clusters Score -428418.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -428423.968750 Penalty: 3953.315918
	Iteration 20F: 3 clusters Score -428424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -428428.437500 Penalty: 3953.315918
	Iteration 21Q: 3 clusters Score -428428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -428432.406250 Penalty: 3953.315918
	Iteration 22Q: 3 clusters Score -428432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -428438.468750 Penalty: 3953.315918
	Iteration 23Q: 3 clusters Score -428438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -428440.593750 Penalty: 3953.315918
	Iteration 24Q: 3 clusters Score -428440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -428442.625000 Penalty: 3953.315918
	Iteration 25Q: 3 clusters Score -428442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -428443.093750 Penalty: 3953.315918
	Iteration 26Q: 3 clusters Score -428443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -428443.781250 Penalty: 3953.315918
	Iteration 27Q: 3 clusters Score -428443.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -428444.718750 Penalty: 3953.315918
	Iteration 28Q: 3 clusters Score -428444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -428444.718750 Penalty: 3953.315918
	Iteration 29F: 3 clusters Score -428444.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Entering Unmasked Estep 
Score: -4331505.000000 Penalty: 2540.005615
	Iteration 0F: 2 clusters Score -4331505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4312110.000000 Penalty: 5080.011230
	Iteration 0F: 3 clusters Score -4312110 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4319030.500000 Penalty: 5080.011230
	Iteration 1F: 3 clusters Score -4319030 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4319474.500000 Penalty: 5080.011230
	Iteration 2Q: 3 clusters Score -4319474 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4319861.500000 Penalty: 5080.011230
	Iteration 3Q: 3 clusters Score -4319862 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4320272.000000 Penalty: 5080.011230
	Iteration 4Q: 3 clusters Score -4320272 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -4320806.000000 Penalty: 5080.011230
	Iteration 5Q: 3 clusters Score -4320806 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4321469.000000 Penalty: 5080.011230
	Iteration 6Q: 3 clusters Score -4321469 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4322428.000000 Penalty: 5080.011230
	Iteration 7F: 3 clusters Score -4322428 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -4323629.500000 Penalty: 5080.011230
	Iteration 8F: 3 clusters Score -4323630 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -4325055.000000 Penalty: 5080.011230
	Iteration 9F: 3 clusters Score -4325055 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4326438.000000 Penalty: 5080.011230
	Iteration 10F: 3 clusters Score -4326438 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4327644.500000 Penalty: 5080.011230
	Iteration 11Q: 3 clusters Score -4327644 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4328413.000000 Penalty: 5080.011230
	Iteration 12Q: 3 clusters Score -4328413 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4328822.000000 Penalty: 5080.011230
	Iteration 13Q: 3 clusters Score -4328822 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4329046.500000 Penalty: 5080.011230
	Iteration 14Q: 3 clusters Score -4329046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4329145.000000 Penalty: 5080.011230
	Iteration 15Q: 3 clusters Score -4329145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4329209.000000 Penalty: 5080.011230
	Iteration 16Q: 3 clusters Score -4329209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4329244.000000 Penalty: 5080.011230
	Iteration 17Q: 3 clusters Score -4329244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4329280.500000 Penalty: 5080.011230
	Iteration 18Q: 3 clusters Score -4329280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4329294.000000 Penalty: 5080.011230
	Iteration 19Q: 3 clusters Score -4329294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4329300.500000 Penalty: 5080.011230
	Iteration 20F: 3 clusters Score -4329300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4329306.000000 Penalty: 5080.011230
	Iteration 21Q: 3 clusters Score -4329306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4329315.500000 Penalty: 5080.011230
	Iteration 22Q: 3 clusters Score -4329316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4329318.500000 Penalty: 5080.011230
	Iteration 23Q: 3 clusters Score -4329318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4329316.500000 Penalty: 5080.011230
	Iteration 24Q: 3 clusters Score -4329316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4329318.500000 Penalty: 5080.011230
	Iteration 25Q: 3 clusters Score -4329318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4329323.500000 Penalty: 5080.011230
	Iteration 26Q: 3 clusters Score -4329324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4329320.000000 Penalty: 5080.011230
	Iteration 27Q: 3 clusters Score -4329320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4329320.000000 Penalty: 5080.011230
	Iteration 28F: 3 clusters Score -4329320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Entering Unmasked Estep 
Score: -4542362.000000 Penalty: 2545.555908
	Iteration 0F: 2 clusters Score -4542362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4522725.000000 Penalty: 5091.111816
	Iteration 0F: 3 clusters Score -4522725 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4529549.000000 Penalty: 5091.111816
	Iteration 1F: 3 clusters Score -4529549 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -4530024.000000 Penalty: 5091.111816
	Iteration 2Q: 3 clusters Score -4530024 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4530404.000000 Penalty: 5091.111816
	Iteration 3Q: 3 clusters Score -4530404 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4530789.500000 Penalty: 5091.111816
	Iteration 4Q: 3 clusters Score -4530790 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4531193.000000 Penalty: 5091.111816
	Iteration 5Q: 3 clusters Score -4531193 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4531710.500000 Penalty: 5091.111816
	Iteration 6Q: 3 clusters Score -4531710 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4532468.500000 Penalty: 5091.111816
	Iteration 7Q: 3 clusters Score -4532468 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4533481.000000 Penalty: 5091.111816
	Iteration 8F: 3 clusters Score -4533481 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -4534882.500000 Penalty: 5091.111816
	Iteration 9F: 3 clusters Score -4534882 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -4536445.000000 Penalty: 5091.111816
	Iteration 10F: 3 clusters Score -4536445 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4537925.000000 Penalty: 5091.111816
	Iteration 11F: 3 clusters Score -4537925 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4538989.000000 Penalty: 5091.111816
	Iteration 12Q: 3 clusters Score -4538989 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4539595.500000 Penalty: 5091.111816
	Iteration 13Q: 3 clusters Score -4539596 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4539920.500000 Penalty: 5091.111816
	Iteration 14Q: 3 clusters Score -4539920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4540086.500000 Penalty: 5091.111816
	Iteration 15Q: 3 clusters Score -4540086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4540169.500000 Penalty: 5091.111816
	Iteration 16Q: 3 clusters Score -4540170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4540231.000000 Penalty: 5091.111816
	Iteration 17Q: 3 clusters Score -4540231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4540268.500000 Penalty: 5091.111816
	Iteration 18Q: 3 clusters Score -4540268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4540303.500000 Penalty: 5091.111816
	Iteration 19Q: 3 clusters Score -4540304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4540318.500000 Penalty: 5091.111816
	Iteration 20F: 3 clusters Score -4540318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4540336.000000 Penalty: 5091.111816
	Iteration 21Q: 3 clusters Score -4540336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4540348.500000 Penalty: 5091.111816
	Iteration 22Q: 3 clusters Score -4540348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4540362.500000 Penalty: 5091.111816
	Iteration 23Q: 3 clusters Score -4540362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4540375.500000 Penalty: 5091.111816
	Iteration 24Q: 3 clusters Score -4540376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4540386.000000 Penalty: 5091.111816
	Iteration 25Q: 3 clusters Score -4540386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4540388.000000 Penalty: 5091.111816
	Iteration 26Q: 3 clusters Score -4540388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4540396.500000 Penalty: 5091.111816
	Iteration 27Q: 3 clusters Score -4540396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4540400.000000 Penalty: 5091.111816
	Iteration 28Q: 3 clusters Score -4540400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4540400.500000 Penalty: 5091.111816
	Iteration 29Q: 3 clusters Score -4540400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4540400.500000 Penalty: 5091.111816
	Iteration 30F: 3 clusters Score -4540400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11736.041992 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11736.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11939.939453 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -11939.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12025.846680 Penalty: 2607.717773
	Iteration 2F: 3 clusters Score -12025.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12068.006836 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12068.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12100.486328 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12100.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12100.486328 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -12100.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Entering Unmasked Estep 
Score: -1102725.125000 Penalty: 2211.825439
	Iteration 0F: 2 clusters Score -1102725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1096706.000000 Penalty: 4423.650879
	Iteration 0F: 3 clusters Score -1096706 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1098443.250000 Penalty: 4423.650879
	Iteration 1F: 3 clusters Score -1098443 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1098795.500000 Penalty: 4423.650879
	Iteration 2F: 3 clusters Score -1098796 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1099037.500000 Penalty: 4423.650879
	Iteration 3F: 3 clusters Score -1099038 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1099232.375000 Penalty: 4423.650879
	Iteration 4Q: 3 clusters Score -1099232 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1099401.750000 Penalty: 4423.650879
	Iteration 5Q: 3 clusters Score -1099402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1099553.000000 Penalty: 4423.650879
	Iteration 6Q: 3 clusters Score -1099553 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1099715.375000 Penalty: 4423.650879
	Iteration 7Q: 3 clusters Score -1099715 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1099858.625000 Penalty: 4423.650879
	Iteration 8Q: 3 clusters Score -1099859 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1099994.625000 Penalty: 4423.650879
	Iteration 9Q: 3 clusters Score -1099995 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1100133.000000 Penalty: 4423.650879
	Iteration 10Q: 3 clusters Score -1100133 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1100271.125000 Penalty: 4423.650879
	Iteration 11Q: 3 clusters Score -1100271 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1100382.375000 Penalty: 4423.650879
	Iteration 12Q: 3 clusters Score -1100382 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1100461.750000 Penalty: 4423.650879
	Iteration 13Q: 3 clusters Score -1100462 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1100516.500000 Penalty: 4423.650879
	Iteration 14Q: 3 clusters Score -1100516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1100560.625000 Penalty: 4423.650879
	Iteration 15Q: 3 clusters Score -1100561 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1100589.500000 Penalty: 4423.650879
	Iteration 16Q: 3 clusters Score -1100590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1100619.625000 Penalty: 4423.650879
	Iteration 17Q: 3 clusters Score -1100620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1100648.625000 Penalty: 4423.650879
	Iteration 18Q: 3 clusters Score -1100649 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1100676.375000 Penalty: 4423.650879
	Iteration 19Q: 3 clusters Score -1100676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1100708.375000 Penalty: 4423.650879
	Iteration 20F: 3 clusters Score -1100708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1100727.000000 Penalty: 4423.650879
	Iteration 21Q: 3 clusters Score -1100727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1100747.875000 Penalty: 4423.650879
	Iteration 22Q: 3 clusters Score -1100748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1100771.375000 Penalty: 4423.650879
	Iteration 23Q: 3 clusters Score -1100771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1100792.125000 Penalty: 4423.650879
	Iteration 24Q: 3 clusters Score -1100792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1100817.375000 Penalty: 4423.650879
	Iteration 25Q: 3 clusters Score -1100817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1100844.250000 Penalty: 4423.650879
	Iteration 26Q: 3 clusters Score -1100844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1100866.125000 Penalty: 4423.650879
	Iteration 27Q: 3 clusters Score -1100866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1100888.875000 Penalty: 4423.650879
	Iteration 28Q: 3 clusters Score -1100889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1100905.250000 Penalty: 4423.650879
	Iteration 29Q: 3 clusters Score -1100905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1100919.625000 Penalty: 4423.650879
	Iteration 30Q: 3 clusters Score -1100920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1100934.625000 Penalty: 4423.650879
	Iteration 31Q: 3 clusters Score -1100935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1100946.250000 Penalty: 4423.650879
	Iteration 32Q: 3 clusters Score -1100946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1100963.000000 Penalty: 4423.650879
	Iteration 33Q: 3 clusters Score -1100963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1100986.250000 Penalty: 4423.650879
	Iteration 34Q: 3 clusters Score -1100986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1101012.250000 Penalty: 4423.650879
	Iteration 35Q: 3 clusters Score -1101012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1101029.500000 Penalty: 4423.650879
	Iteration 36Q: 3 clusters Score -1101030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1101040.750000 Penalty: 4423.650879
	Iteration 37Q: 3 clusters Score -1101041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1101048.750000 Penalty: 4423.650879
	Iteration 38Q: 3 clusters Score -1101049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1101054.750000 Penalty: 4423.650879
	Iteration 39Q: 3 clusters Score -1101055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1101060.625000 Penalty: 4423.650879
	Iteration 40F: 3 clusters Score -1101061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1101063.625000 Penalty: 4423.650879
	Iteration 41Q: 3 clusters Score -1101064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1101065.000000 Penalty: 4423.650879
	Iteration 42Q: 3 clusters Score -1101065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1101069.250000 Penalty: 4423.650879
	Iteration 43Q: 3 clusters Score -1101069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1101072.875000 Penalty: 4423.650879
	Iteration 44Q: 3 clusters Score -1101073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1101073.875000 Penalty: 4423.650879
	Iteration 45Q: 3 clusters Score -1101074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1101073.125000 Penalty: 4423.650879
	Iteration 46Q: 3 clusters Score -1101073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1101075.875000 Penalty: 4423.650879
	Iteration 47Q: 3 clusters Score -1101076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1101078.125000 Penalty: 4423.650879
	Iteration 48Q: 3 clusters Score -1101078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1101078.500000 Penalty: 4423.650879
	Iteration 49Q: 3 clusters Score -1101078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1101078.625000 Penalty: 4423.650879
	Iteration 50Q: 3 clusters Score -1101079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1101080.375000 Penalty: 4423.650879
	Iteration 51Q: 3 clusters Score -1101080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1101079.250000 Penalty: 4423.650879
	Iteration 52Q: 3 clusters Score -1101079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1101079.250000 Penalty: 4423.650879
	Iteration 53F: 3 clusters Score -1101079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -144523.375000 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -144523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142619.546875 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -142619.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -143300.312500 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -143300.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -144170.234375 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -144170.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -145358.203125 Penalty: 3451.861816
	Iteration 3F: 3 clusters Score -145358.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -145695.218750 Penalty: 3451.861816
	Iteration 4F: 3 clusters Score -145695.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -145882.531250 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -145882.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -146034.296875 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -146034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -146124.640625 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -146124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -146163.968750 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -146164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -146181.281250 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -146181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -146236.703125 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -146236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -146241.296875 Penalty: 3451.861816
	Iteration 11F: 3 clusters Score -146241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -146281.328125 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -146281.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -146325.484375 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -146325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -146325.484375 Penalty: 3451.861816
	Iteration 14F: 3 clusters Score -146325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126345 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109549 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98632 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28056 members 
Mstep: Class 31 contains 28691 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
Score: -86723280.000000 Penalty: 124812.671875
Splitting cluster 34 changes total score from -86723184.000000 to -86723280.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34697.722656 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34697.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34786.652344 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34786.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34809.273438 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34809.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34809.273438 Penalty: 2760.002197
	Iteration 3F: 3 clusters Score -34809.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37246.730469 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37246.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37402.160156 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37402.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37436.734375 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37436.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37454.804688 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37458.222656 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37458.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37458.222656 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -37458.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17838.023438 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17838.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18187.314453 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -18187.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18378.730469 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18378.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18431.406250 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -18431.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18438.949219 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18438.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18438.949219 Penalty: 2699.439209
	Iteration 5F: 3 clusters Score -18438.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126345 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24464 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109549 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98632 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15378 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28056 members 
Mstep: Class 31 contains 28691 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723280.000000 Penalty: 124812.671875
Iteration 199Q: 39 clusters Score -8.672328e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 515 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126339 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24468 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34546 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109538 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98646 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15374 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28055 members 
Mstep: Class 31 contains 28697 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723304.000000 Penalty: 124812.671875
Iteration 200F: 39 clusters Score -8.67233e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13981 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126348 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24468 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34546 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109525 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98655 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15374 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28052 members 
Mstep: Class 31 contains 28697 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 201Q: 39 clusters Score -8.672331e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126354 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24465 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109505 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98668 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28050 members 
Mstep: Class 31 contains 28699 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 124812.671875
Iteration 202Q: 39 clusters Score -8.67233e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126337 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24463 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10326 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109513 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98675 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28052 members 
Mstep: Class 31 contains 28700 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 203Q: 39 clusters Score -8.672331e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126325 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24463 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109518 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98681 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15376 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28055 members 
Mstep: Class 31 contains 28698 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 204Q: 39 clusters Score -8.672331e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126307 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24457 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109543 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98683 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15376 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28054 members 
Mstep: Class 31 contains 28693 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723192.000000 Penalty: 124812.671875
Iteration 205Q: 39 clusters Score -8.672319e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126292 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24451 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10324 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109545 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98701 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28054 members 
Mstep: Class 31 contains 28694 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 124812.671875
Iteration 206Q: 39 clusters Score -8.672326e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126283 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24449 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10324 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34554 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109543 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 98721 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28048 members 
Mstep: Class 31 contains 28693 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723216.000000 Penalty: 124812.671875
Iteration 207Q: 39 clusters Score -8.672322e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126271 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24445 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 10324 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34556 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6208 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109547 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 98732 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15373 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28046 members 
Mstep: Class 31 contains 28694 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 208Q: 39 clusters Score -8.672329e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126261 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24440 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 12321 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109555 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 98733 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15373 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28045 members 
Mstep: Class 31 contains 28695 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723360.000000 Penalty: 124812.671875
Iteration 209Q: 39 clusters Score -8.672336e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126256 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24431 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10325 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109560 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 98739 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15374 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28046 members 
Mstep: Class 31 contains 28693 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723344.000000 Penalty: 124812.671875
Iteration 210Q: 39 clusters Score -8.672334e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2394 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126251 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24428 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10324 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34560 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109569 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 98731 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28047 members 
Mstep: Class 31 contains 28696 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723456.000000 Penalty: 124812.671875
Iteration 211Q: 39 clusters Score -8.672346e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126238 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24424 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10324 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7764 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109582 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 98728 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28050 members 
Mstep: Class 31 contains 28699 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723400.000000 Penalty: 124812.671875
Iteration 212Q: 39 clusters Score -8.67234e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6874 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126224 members 
Mstep: Class 10 contains 8886 members 
Mstep: Class 11 contains 24427 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10324 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109589 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98728 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28054 members 
Mstep: Class 31 contains 28702 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723304.000000 Penalty: 124812.671875
Iteration 213Q: 39 clusters Score -8.67233e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126211 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24424 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10324 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7766 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109598 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 98730 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15375 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28059 members 
Mstep: Class 31 contains 28702 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723336.000000 Penalty: 124812.671875
Iteration 214Q: 39 clusters Score -8.672334e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6876 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126203 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24422 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10324 members 
Mstep: Class 14 contains 12316 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109604 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98732 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15376 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 28060 members 
Mstep: Class 31 contains 28701 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723368.000000 Penalty: 124812.671875
Iteration 215Q: 39 clusters Score -8.672337e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13980 members 
Mstep: Class 4 contains 6876 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126204 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24423 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10322 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109602 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98731 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15376 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28063 members 
Mstep: Class 31 contains 28699 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723344.000000 Penalty: 124812.671875
Iteration 216Q: 39 clusters Score -8.672334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126188 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24422 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34560 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109615 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98733 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28068 members 
Mstep: Class 31 contains 28695 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 124812.671875
Iteration 217Q: 39 clusters Score -8.67233e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126179 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24425 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109616 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98734 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15376 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28073 members 
Mstep: Class 31 contains 28695 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 218Q: 39 clusters Score -8.672329e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126177 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24426 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109610 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98739 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15376 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28075 members 
Mstep: Class 31 contains 28692 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723320.000000 Penalty: 124812.671875
Iteration 219Q: 39 clusters Score -8.672332e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126167 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24428 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109611 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98744 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15376 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28078 members 
Mstep: Class 31 contains 28689 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723280.000000 Penalty: 124812.671875
Iteration 220F: 39 clusters Score -8.672328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126154 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24429 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109617 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98743 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15377 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28081 members 
Mstep: Class 31 contains 28691 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723328.000000 Penalty: 124812.671875
Iteration 221Q: 39 clusters Score -8.672333e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126151 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24428 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109615 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98744 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28083 members 
Mstep: Class 31 contains 28693 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 222Q: 39 clusters Score -8.672331e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126150 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24429 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109610 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98750 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15379 members 
Mstep: Class 29 contains 2893 members 
Mstep: Class 30 contains 28081 members 
Mstep: Class 31 contains 28694 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723352.000000 Penalty: 124812.671875
Iteration 223Q: 39 clusters Score -8.672335e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126146 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24429 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109611 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98757 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15380 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28080 members 
Mstep: Class 31 contains 28691 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723352.000000 Penalty: 124812.671875
Iteration 224Q: 39 clusters Score -8.672335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126148 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24429 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109615 members 
Mstep: Class 25 contains 2933 members 
Mstep: Class 26 contains 98756 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15380 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28079 members 
Mstep: Class 31 contains 28686 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723248.000000 Penalty: 124812.671875
Iteration 225Q: 39 clusters Score -8.672325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 126151 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24429 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34566 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109620 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 98753 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15381 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28077 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723280.000000 Penalty: 124812.671875
Iteration 226Q: 39 clusters Score -8.672328e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 767 members 
Mstep: Class 9 contains 126149 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24426 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34569 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109632 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 98749 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15380 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28075 members 
Mstep: Class 31 contains 28676 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723240.000000 Penalty: 124812.671875
Iteration 227Q: 39 clusters Score -8.672324e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126152 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24422 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109632 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 98751 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15381 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28076 members 
Mstep: Class 31 contains 28670 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 124812.671875
Iteration 228Q: 39 clusters Score -8.67233e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126156 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24419 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109629 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 98755 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28076 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723336.000000 Penalty: 124812.671875
Iteration 229Q: 39 clusters Score -8.672334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126156 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24420 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109628 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 98755 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28076 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 230Q: 39 clusters Score -8.672331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126154 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24418 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109639 members 
Mstep: Class 25 contains 2934 members 
Mstep: Class 26 contains 98748 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28076 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 124812.671875
Iteration 231Q: 39 clusters Score -8.672327e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126150 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24417 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12320 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109643 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98747 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28075 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 232Q: 39 clusters Score -8.672329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126149 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24418 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109648 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98743 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28076 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 124812.671875
Iteration 233Q: 39 clusters Score -8.672327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126150 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24416 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12317 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98747 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15387 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28076 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 124812.671875
Iteration 234Q: 39 clusters Score -8.672327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126148 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 12314 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98750 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15389 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28077 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 124812.671875
Iteration 235Q: 39 clusters Score -8.672322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126144 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24413 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10320 members 
Mstep: Class 14 contains 12312 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98752 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28076 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723264.000000 Penalty: 124812.671875
Iteration 236Q: 39 clusters Score -8.672326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126144 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10318 members 
Mstep: Class 14 contains 12310 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109647 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98757 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15393 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28075 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723232.000000 Penalty: 124812.671875
Iteration 237Q: 39 clusters Score -8.672323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126138 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10316 members 
Mstep: Class 14 contains 12310 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7768 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109653 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98756 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28076 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 124812.671875
Iteration 238Q: 39 clusters Score -8.672321e+07 nChanged 30
Entering ConstructFrom: 
Score: -86723208.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -109737.789062 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -109737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -108004.523438 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -108004.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108447.117188 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -108447.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108689.046875 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -108689 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -108887.062500 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -108887.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109161.335938 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -109161.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -109355.757812 Penalty: 3358.311768
	Iteration 5F: 3 clusters Score -109355.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -109499.734375 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -109499.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -109570.757812 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -109570.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -109657.039062 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -109657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -109713.414062 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -109713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109728.937500 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -109728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109736.921875 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -109736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -109743.039062 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -109743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -109759.281250 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -109759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109761.968750 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -109762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109764.726562 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -109764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109765.578125 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -109765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109769.882812 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -109769.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109774.000000 Penalty: 3358.311768
	Iteration 18F: 3 clusters Score -109774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109788.367188 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -109788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -109791.476562 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -109791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109797.031250 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -109797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -109806.570312 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -109806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -109813.343750 Penalty: 3358.311768
	Iteration 23Q: 3 clusters Score -109813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109814.453125 Penalty: 3358.311768
	Iteration 24Q: 3 clusters Score -109814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109814.453125 Penalty: 3358.311768
	Iteration 25F: 3 clusters Score -109814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126145 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 12310 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98755 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28078 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 326 members 
Entering Unmasked Estep 
Score: -86721536.000000 Penalty: 128097.218750
Splitting cluster 1 changes total score from -86723208.000000 to -86721536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -358124.843750 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -358124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -355225.156250 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -355225.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -355801.343750 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -355801.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -355963.281250 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -355963.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -356065.281250 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -356065.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -356134.562500 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -356134.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -356198.562500 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -356198.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -356287.093750 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -356287.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -356367.031250 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -356367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -356441.125000 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -356441.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -356493.781250 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -356493.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -356525.250000 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -356525.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -356553.312500 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -356553.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -356579.468750 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -356579.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -356605.500000 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -356605.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -356637.625000 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -356637.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -356674.843750 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -356674.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -356719.625000 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -356719.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -356773.031250 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -356773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -356823.593750 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -356823.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -356873.875000 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -356873.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -356927.375000 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -356927.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -356976.750000 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -356976.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -357006.093750 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -357006.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -357031.468750 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -357031.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -357056.375000 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -357056.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -357074.562500 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -357074.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -357088.312500 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -357088.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -357101.000000 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -357101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -357113.343750 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -357113.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -357123.812500 Penalty: 3859.858887
	Iteration 29Q: 3 clusters Score -357123.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -357128.375000 Penalty: 3859.858887
	Iteration 30Q: 3 clusters Score -357128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -357131.125000 Penalty: 3859.858887
	Iteration 31Q: 3 clusters Score -357131.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -357133.500000 Penalty: 3859.858887
	Iteration 32Q: 3 clusters Score -357133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -357134.968750 Penalty: 3859.858887
	Iteration 33Q: 3 clusters Score -357135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -357135.343750 Penalty: 3859.858887
	Iteration 34Q: 3 clusters Score -357135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -357135.343750 Penalty: 3859.858887
	Iteration 35F: 3 clusters Score -357135.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Entering Unmasked Estep 
Score: -2195608.250000 Penalty: 2367.201660
	Iteration 0F: 2 clusters Score -2195608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2185310.000000 Penalty: 4734.403320
	Iteration 0F: 3 clusters Score -2185310 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2188694.500000 Penalty: 4734.403320
	Iteration 1F: 3 clusters Score -2188694 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2189170.000000 Penalty: 4734.403320
	Iteration 2F: 3 clusters Score -2189170 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2189597.000000 Penalty: 4734.403320
	Iteration 3F: 3 clusters Score -2189597 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2189996.750000 Penalty: 4734.403320
	Iteration 4F: 3 clusters Score -2189997 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2190381.000000 Penalty: 4734.403320
	Iteration 5F: 3 clusters Score -2190381 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2190859.500000 Penalty: 4734.403320
	Iteration 6F: 3 clusters Score -2190860 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2191488.250000 Penalty: 4734.403320
	Iteration 7F: 3 clusters Score -2191488 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2192184.000000 Penalty: 4734.403320
	Iteration 8F: 3 clusters Score -2192184 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2192754.250000 Penalty: 4734.403320
	Iteration 9F: 3 clusters Score -2192754 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2193186.750000 Penalty: 4734.403320
	Iteration 10Q: 3 clusters Score -2193187 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2193488.000000 Penalty: 4734.403320
	Iteration 11Q: 3 clusters Score -2193488 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2193708.250000 Penalty: 4734.403320
	Iteration 12Q: 3 clusters Score -2193708 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2193905.500000 Penalty: 4734.403320
	Iteration 13Q: 3 clusters Score -2193906 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2194080.250000 Penalty: 4734.403320
	Iteration 14Q: 3 clusters Score -2194080 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2194233.000000 Penalty: 4734.403320
	Iteration 15Q: 3 clusters Score -2194233 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2194410.000000 Penalty: 4734.403320
	Iteration 16Q: 3 clusters Score -2194410 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2194568.000000 Penalty: 4734.403320
	Iteration 17Q: 3 clusters Score -2194568 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2194693.250000 Penalty: 4734.403320
	Iteration 18Q: 3 clusters Score -2194693 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2194804.500000 Penalty: 4734.403320
	Iteration 19Q: 3 clusters Score -2194804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2194895.250000 Penalty: 4734.403320
	Iteration 20F: 3 clusters Score -2194895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2194949.250000 Penalty: 4734.403320
	Iteration 21Q: 3 clusters Score -2194949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2194985.250000 Penalty: 4734.403320
	Iteration 22Q: 3 clusters Score -2194985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2195009.250000 Penalty: 4734.403320
	Iteration 23Q: 3 clusters Score -2195009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2195020.250000 Penalty: 4734.403320
	Iteration 24Q: 3 clusters Score -2195020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2195030.750000 Penalty: 4734.403320
	Iteration 25Q: 3 clusters Score -2195031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2195034.250000 Penalty: 4734.403320
	Iteration 26Q: 3 clusters Score -2195034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2195035.500000 Penalty: 4734.403320
	Iteration 27Q: 3 clusters Score -2195036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2195037.250000 Penalty: 4734.403320
	Iteration 28Q: 3 clusters Score -2195037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2195039.500000 Penalty: 4734.403320
	Iteration 29Q: 3 clusters Score -2195040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2195039.750000 Penalty: 4734.403320
	Iteration 30Q: 3 clusters Score -2195040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2195039.750000 Penalty: 4734.403320
	Iteration 31F: 3 clusters Score -2195040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -1029239.687500 Penalty: 2191.384521
	Iteration 0F: 2 clusters Score -1029240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1023502.750000 Penalty: 4382.769043
	Iteration 0F: 3 clusters Score -1023503 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1025020.375000 Penalty: 4382.769043
	Iteration 1F: 3 clusters Score -1025020 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1025306.812500 Penalty: 4382.769043
	Iteration 2F: 3 clusters Score -1025307 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1025523.687500 Penalty: 4382.769043
	Iteration 3F: 3 clusters Score -1025524 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1025677.312500 Penalty: 4382.769043
	Iteration 4Q: 3 clusters Score -1025677 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1025862.687500 Penalty: 4382.769043
	Iteration 5Q: 3 clusters Score -1025863 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1026111.062500 Penalty: 4382.769043
	Iteration 6Q: 3 clusters Score -1026111 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1026361.000000 Penalty: 4382.769043
	Iteration 7Q: 3 clusters Score -1026361 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1026560.250000 Penalty: 4382.769043
	Iteration 8Q: 3 clusters Score -1026560 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1026717.625000 Penalty: 4382.769043
	Iteration 9Q: 3 clusters Score -1026718 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1026855.687500 Penalty: 4382.769043
	Iteration 10Q: 3 clusters Score -1026856 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1027001.875000 Penalty: 4382.769043
	Iteration 11Q: 3 clusters Score -1027002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1027155.937500 Penalty: 4382.769043
	Iteration 12Q: 3 clusters Score -1027156 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1027325.437500 Penalty: 4382.769043
	Iteration 13Q: 3 clusters Score -1027325 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1027478.500000 Penalty: 4382.769043
	Iteration 14Q: 3 clusters Score -1027478 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1027629.937500 Penalty: 4382.769043
	Iteration 15Q: 3 clusters Score -1027630 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1027771.500000 Penalty: 4382.769043
	Iteration 16Q: 3 clusters Score -1027772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1027917.937500 Penalty: 4382.769043
	Iteration 17Q: 3 clusters Score -1027918 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1028080.875000 Penalty: 4382.769043
	Iteration 18Q: 3 clusters Score -1028081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1028260.187500 Penalty: 4382.769043
	Iteration 19Q: 3 clusters Score -1028260 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1028465.937500 Penalty: 4382.769043
	Iteration 20F: 3 clusters Score -1028466 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1028691.125000 Penalty: 4382.769043
	Iteration 21Q: 3 clusters Score -1028691 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1028882.312500 Penalty: 4382.769043
	Iteration 22Q: 3 clusters Score -1028882 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1029028.187500 Penalty: 4382.769043
	Iteration 23Q: 3 clusters Score -1029028 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1029134.250000 Penalty: 4382.769043
	Iteration 24Q: 3 clusters Score -1029134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1029191.937500 Penalty: 4382.769043
	Iteration 25Q: 3 clusters Score -1029192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1029226.437500 Penalty: 4382.769043
	Iteration 26Q: 3 clusters Score -1029226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1029251.250000 Penalty: 4382.769043
	Iteration 27Q: 3 clusters Score -1029251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1029265.687500 Penalty: 4382.769043
	Iteration 28Q: 3 clusters Score -1029266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1029271.437500 Penalty: 4382.769043
	Iteration 29Q: 3 clusters Score -1029271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1029272.000000 Penalty: 4382.769043
	Iteration 30Q: 3 clusters Score -1029272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1029272.375000 Penalty: 4382.769043
	Iteration 31Q: 3 clusters Score -1029272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1029275.312500 Penalty: 4382.769043
	Iteration 32Q: 3 clusters Score -1029275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1029276.375000 Penalty: 4382.769043
	Iteration 33Q: 3 clusters Score -1029276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1029279.687500 Penalty: 4382.769043
	Iteration 34Q: 3 clusters Score -1029280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1029285.437500 Penalty: 4382.769043
	Iteration 35Q: 3 clusters Score -1029285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1029287.750000 Penalty: 4382.769043
	Iteration 36Q: 3 clusters Score -1029288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1029292.687500 Penalty: 4382.769043
	Iteration 37Q: 3 clusters Score -1029293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1029297.375000 Penalty: 4382.769043
	Iteration 38Q: 3 clusters Score -1029297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1029304.250000 Penalty: 4382.769043
	Iteration 39Q: 3 clusters Score -1029304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1029308.937500 Penalty: 4382.769043
	Iteration 40F: 3 clusters Score -1029309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1029310.750000 Penalty: 4382.769043
	Iteration 41Q: 3 clusters Score -1029311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1029312.312500 Penalty: 4382.769043
	Iteration 42Q: 3 clusters Score -1029312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1029312.625000 Penalty: 4382.769043
	Iteration 43Q: 3 clusters Score -1029313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1029313.500000 Penalty: 4382.769043
	Iteration 44Q: 3 clusters Score -1029314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1029313.500000 Penalty: 4382.769043
	Iteration 45F: 3 clusters Score -1029314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 1040 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126145 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 12310 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98755 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28078 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 5839 members 
Entering Unmasked Estep 
Score: -86722128.000000 Penalty: 128097.218750
Splitting cluster 4 changes total score from -86723208.000000 to -86722128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67968.414062 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67968.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66702.656250 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -66702.66 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67285.484375 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -67285.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67550.796875 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -67550.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67792.257812 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -67792.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -67976.773438 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -67976.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68081.937500 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -68081.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68242.460938 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -68242.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68448.695312 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -68448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68561.484375 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -68561.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68577.273438 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -68577.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68580.312500 Penalty: 3094.208984
	Iteration 10F: 3 clusters Score -68580.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68596.812500 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -68596.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68612.695312 Penalty: 3094.208984
	Iteration 12Q: 3 clusters Score -68612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68621.031250 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -68621.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68629.453125 Penalty: 3094.208984
	Iteration 14Q: 3 clusters Score -68629.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68629.453125 Penalty: 3094.208984
	Iteration 15F: 3 clusters Score -68629.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 121 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126145 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 12310 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98755 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28078 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 391 members 
Entering Unmasked Estep 
Score: -86722176.000000 Penalty: 128097.218750
Splitting cluster 5 changes total score from -86723208.000000 to -86722176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -228960.828125 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228960.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -229488.890625 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229488.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -229788.750000 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229788.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -230139.781250 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -230139.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -230444.296875 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -230444.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -230611.140625 Penalty: 3664.303711
	Iteration 5F: 3 clusters Score -230611.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -230683.671875 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -230683.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -230732.265625 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -230732.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -230756.546875 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -230780.406250 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -230791.890625 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -230804.625000 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -230810.109375 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -230811.781250 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -230812.593750 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -230812.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -230813.890625 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -230813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -230813.890625 Penalty: 3664.303711
	Iteration 16F: 3 clusters Score -230813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -78322.289062 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78322.29 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78625.742188 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78625.74 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -78788.757812 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78788.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -78883.679688 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78883.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -78931.953125 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78931.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -78972.351562 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78972.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -78997.664062 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78997.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -79008.242188 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -79008.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -79014.179688 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -79014.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -79017.937500 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -79017.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -79029.312500 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -79029.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -79031.625000 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -79031.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -79031.625000 Penalty: 3180.261963
	Iteration 12F: 3 clusters Score -79031.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -115419.085938 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -115419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -113724.335938 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -113724.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -114071.023438 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -114071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -114242.820312 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -114242.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -114437.937500 Penalty: 3295.965088
	Iteration 3F: 3 clusters Score -114437.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -114603.335938 Penalty: 3295.965088
	Iteration 4F: 3 clusters Score -114603.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -114739.101562 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -114739.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -114822.476562 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -114822.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -114876.468750 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -114876.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -114924.546875 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -114924.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -114979.648438 Penalty: 3295.965088
	Iteration 9Q: 3 clusters Score -114979.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -115054.679688 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -115054.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -115126.523438 Penalty: 3295.965088
	Iteration 11Q: 3 clusters Score -115126.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -115184.742188 Penalty: 3295.965088
	Iteration 12Q: 3 clusters Score -115184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115212.375000 Penalty: 3295.965088
	Iteration 13Q: 3 clusters Score -115212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115226.039062 Penalty: 3295.965088
	Iteration 14Q: 3 clusters Score -115226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115232.593750 Penalty: 3295.965088
	Iteration 15Q: 3 clusters Score -115232.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -115238.710938 Penalty: 3295.965088
	Iteration 16Q: 3 clusters Score -115238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -115241.375000 Penalty: 3295.965088
	Iteration 17Q: 3 clusters Score -115241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -115241.375000 Penalty: 3295.965088
	Iteration 18F: 3 clusters Score -115241.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126145 members 
Entering Unmasked Estep 
Score: -19827854.000000 Penalty: 2912.806641
	Iteration 0F: 2 clusters Score -1.982785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 63070 members 
Entering Unmasked Estep 
Score: -19746968.000000 Penalty: 5825.613281
	Iteration 0F: 3 clusters Score -1.974697e+07 nChanged 60264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63341 members 
Mstep: Class 2 contains 62804 members 
Entering Unmasked Estep 
Score: -19782438.000000 Penalty: 5825.613281
	Iteration 1F: 3 clusters Score -1.978244e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -19783456.000000 Penalty: 5825.613281
	Iteration 2Q: 3 clusters Score -1.978346e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -19784796.000000 Penalty: 5825.613281
	Iteration 3Q: 3 clusters Score -1.97848e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -19786514.000000 Penalty: 5825.613281
	Iteration 4Q: 3 clusters Score -1.978651e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -19788794.000000 Penalty: 5825.613281
	Iteration 5Q: 3 clusters Score -1.978879e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -19792096.000000 Penalty: 5825.613281
	Iteration 6Q: 3 clusters Score -1.97921e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -19796648.000000 Penalty: 5825.613281
	Iteration 7F: 3 clusters Score -1.979665e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 62716 members 
Entering Unmasked Estep 
Score: -19802002.000000 Penalty: 5825.613281
	Iteration 8F: 3 clusters Score -1.9802e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63257 members 
Mstep: Class 2 contains 62888 members 
Entering Unmasked Estep 
Score: -19806708.000000 Penalty: 5825.613281
	Iteration 9F: 3 clusters Score -1.980671e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -19809418.000000 Penalty: 5825.613281
	Iteration 10Q: 3 clusters Score -1.980942e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 63173 members 
Entering Unmasked Estep 
Score: -19810476.000000 Penalty: 5825.613281
	Iteration 11Q: 3 clusters Score -1.981048e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -19810926.000000 Penalty: 5825.613281
	Iteration 12Q: 3 clusters Score -1.981093e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -19811182.000000 Penalty: 5825.613281
	Iteration 13Q: 3 clusters Score -1.981118e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63057 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -19811480.000000 Penalty: 5825.613281
	Iteration 14Q: 3 clusters Score -1.981148e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -19811692.000000 Penalty: 5825.613281
	Iteration 15Q: 3 clusters Score -1.981169e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -19811868.000000 Penalty: 5825.613281
	Iteration 16Q: 3 clusters Score -1.981187e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -19812146.000000 Penalty: 5825.613281
	Iteration 17Q: 3 clusters Score -1.981215e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -19812396.000000 Penalty: 5825.613281
	Iteration 18Q: 3 clusters Score -1.98124e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -19812658.000000 Penalty: 5825.613281
	Iteration 19Q: 3 clusters Score -1.981266e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -19812828.000000 Penalty: 5825.613281
	Iteration 20F: 3 clusters Score -1.981283e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -19813014.000000 Penalty: 5825.613281
	Iteration 21Q: 3 clusters Score -1.981301e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -19813330.000000 Penalty: 5825.613281
	Iteration 22Q: 3 clusters Score -1.981333e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -19813490.000000 Penalty: 5825.613281
	Iteration 23Q: 3 clusters Score -1.981349e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66266 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -19813686.000000 Penalty: 5825.613281
	Iteration 24Q: 3 clusters Score -1.981369e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -19813790.000000 Penalty: 5825.613281
	Iteration 25Q: 3 clusters Score -1.981379e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67576 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -19814220.000000 Penalty: 5825.613281
	Iteration 26Q: 3 clusters Score -1.981422e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 57749 members 
Entering Unmasked Estep 
Score: -19814678.000000 Penalty: 5825.613281
	Iteration 27Q: 3 clusters Score -1.981468e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -19814946.000000 Penalty: 5825.613281
	Iteration 28Q: 3 clusters Score -1.981495e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -19815390.000000 Penalty: 5825.613281
	Iteration 29Q: 3 clusters Score -1.981539e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -19816036.000000 Penalty: 5825.613281
	Iteration 30Q: 3 clusters Score -1.981604e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72395 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -19816624.000000 Penalty: 5825.613281
	Iteration 31Q: 3 clusters Score -1.981662e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -19817314.000000 Penalty: 5825.613281
	Iteration 32Q: 3 clusters Score -1.981731e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -19818016.000000 Penalty: 5825.613281
	Iteration 33Q: 3 clusters Score -1.981802e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -19818466.000000 Penalty: 5825.613281
	Iteration 34Q: 3 clusters Score -1.981847e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76641 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -19818920.000000 Penalty: 5825.613281
	Iteration 35Q: 3 clusters Score -1.981892e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -19819210.000000 Penalty: 5825.613281
	Iteration 36Q: 3 clusters Score -1.981921e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -19819530.000000 Penalty: 5825.613281
	Iteration 37Q: 3 clusters Score -1.981953e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78979 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -19819780.000000 Penalty: 5825.613281
	Iteration 38Q: 3 clusters Score -1.981978e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79646 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -19819932.000000 Penalty: 5825.613281
	Iteration 39Q: 3 clusters Score -1.981993e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -19820060.000000 Penalty: 5825.613281
	Iteration 40F: 3 clusters Score -1.982006e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -19820290.000000 Penalty: 5825.613281
	Iteration 41Q: 3 clusters Score -1.982029e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -19820392.000000 Penalty: 5825.613281
	Iteration 42Q: 3 clusters Score -1.982039e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -19820480.000000 Penalty: 5825.613281
	Iteration 43Q: 3 clusters Score -1.982048e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -19820550.000000 Penalty: 5825.613281
	Iteration 44Q: 3 clusters Score -1.982055e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -19820674.000000 Penalty: 5825.613281
	Iteration 45Q: 3 clusters Score -1.982067e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -19820712.000000 Penalty: 5825.613281
	Iteration 46Q: 3 clusters Score -1.982071e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84548 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -19820830.000000 Penalty: 5825.613281
	Iteration 47Q: 3 clusters Score -1.982083e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -19820960.000000 Penalty: 5825.613281
	Iteration 48Q: 3 clusters Score -1.982096e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85739 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -19821096.000000 Penalty: 5825.613281
	Iteration 49Q: 3 clusters Score -1.98211e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -19821230.000000 Penalty: 5825.613281
	Iteration 50Q: 3 clusters Score -1.982123e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -19821322.000000 Penalty: 5825.613281
	Iteration 51Q: 3 clusters Score -1.982132e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -19821416.000000 Penalty: 5825.613281
	Iteration 52Q: 3 clusters Score -1.982142e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88077 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -19821540.000000 Penalty: 5825.613281
	Iteration 53Q: 3 clusters Score -1.982154e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -19821630.000000 Penalty: 5825.613281
	Iteration 54Q: 3 clusters Score -1.982163e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -19821804.000000 Penalty: 5825.613281
	Iteration 55Q: 3 clusters Score -1.98218e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -19821926.000000 Penalty: 5825.613281
	Iteration 56Q: 3 clusters Score -1.982193e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -19822100.000000 Penalty: 5825.613281
	Iteration 57Q: 3 clusters Score -1.98221e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91169 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -19822264.000000 Penalty: 5825.613281
	Iteration 58Q: 3 clusters Score -1.982226e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -19822430.000000 Penalty: 5825.613281
	Iteration 59Q: 3 clusters Score -1.982243e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -19822614.000000 Penalty: 5825.613281
	Iteration 60F: 3 clusters Score -1.982261e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -19822766.000000 Penalty: 5825.613281
	Iteration 61Q: 3 clusters Score -1.982277e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -19822998.000000 Penalty: 5825.613281
	Iteration 62Q: 3 clusters Score -1.9823e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -19823208.000000 Penalty: 5825.613281
	Iteration 63Q: 3 clusters Score -1.982321e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -19823392.000000 Penalty: 5825.613281
	Iteration 64Q: 3 clusters Score -1.982339e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96217 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -19823560.000000 Penalty: 5825.613281
	Iteration 65Q: 3 clusters Score -1.982356e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -19823920.000000 Penalty: 5825.613281
	Iteration 66Q: 3 clusters Score -1.982392e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -19824270.000000 Penalty: 5825.613281
	Iteration 67Q: 3 clusters Score -1.982427e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -19824552.000000 Penalty: 5825.613281
	Iteration 68Q: 3 clusters Score -1.982455e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -19824832.000000 Penalty: 5825.613281
	Iteration 69Q: 3 clusters Score -1.982483e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -19825072.000000 Penalty: 5825.613281
	Iteration 70Q: 3 clusters Score -1.982507e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -19825310.000000 Penalty: 5825.613281
	Iteration 71Q: 3 clusters Score -1.982531e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108059 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -19825680.000000 Penalty: 5825.613281
	Iteration 72Q: 3 clusters Score -1.982568e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110311 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -19825862.000000 Penalty: 5825.613281
	Iteration 73Q: 3 clusters Score -1.982586e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112485 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -19825930.000000 Penalty: 5825.613281
	Iteration 74Q: 3 clusters Score -1.982593e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114569 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -19825808.000000 Penalty: 5825.613281
	Iteration 75Q: 3 clusters Score -1.982581e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116514 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -19825806.000000 Penalty: 5825.613281
	Iteration 76Q: 3 clusters Score -1.982581e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118133 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -19825664.000000 Penalty: 5825.613281
	Iteration 77Q: 3 clusters Score -1.982566e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119373 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -19825566.000000 Penalty: 5825.613281
	Iteration 78Q: 3 clusters Score -1.982557e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120273 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -19825564.000000 Penalty: 5825.613281
	Iteration 79Q: 3 clusters Score -1.982556e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -19825874.000000 Penalty: 5825.613281
	Iteration 80F: 3 clusters Score -1.982587e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122009 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -19825888.000000 Penalty: 5825.613281
	Iteration 81Q: 3 clusters Score -1.982589e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -19825802.000000 Penalty: 5825.613281
	Iteration 82Q: 3 clusters Score -1.98258e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -19825810.000000 Penalty: 5825.613281
	Iteration 83Q: 3 clusters Score -1.982581e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124088 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19825734.000000 Penalty: 5825.613281
	Iteration 84Q: 3 clusters Score -1.982573e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124468 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19825714.000000 Penalty: 5825.613281
	Iteration 85Q: 3 clusters Score -1.982571e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124740 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19825682.000000 Penalty: 5825.613281
	Iteration 86Q: 3 clusters Score -1.982568e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124943 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19825642.000000 Penalty: 5825.613281
	Iteration 87Q: 3 clusters Score -1.982564e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125098 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -19825632.000000 Penalty: 5825.613281
	Iteration 88Q: 3 clusters Score -1.982563e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125217 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -19825610.000000 Penalty: 5825.613281
	Iteration 89Q: 3 clusters Score -1.982561e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19825588.000000 Penalty: 5825.613281
	Iteration 90Q: 3 clusters Score -1.982559e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125391 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -19825618.000000 Penalty: 5825.613281
	Iteration 91Q: 3 clusters Score -1.982562e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125449 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -19825616.000000 Penalty: 5825.613281
	Iteration 92Q: 3 clusters Score -1.982562e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125501 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -19825596.000000 Penalty: 5825.613281
	Iteration 93Q: 3 clusters Score -1.98256e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125536 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -19825586.000000 Penalty: 5825.613281
	Iteration 94Q: 3 clusters Score -1.982559e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125572 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -19825594.000000 Penalty: 5825.613281
	Iteration 95Q: 3 clusters Score -1.982559e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125602 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19825614.000000 Penalty: 5825.613281
	Iteration 96Q: 3 clusters Score -1.982561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125622 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -19825650.000000 Penalty: 5825.613281
	Iteration 97Q: 3 clusters Score -1.982565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -19825630.000000 Penalty: 5825.613281
	Iteration 98Q: 3 clusters Score -1.982563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125643 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19825628.000000 Penalty: 5825.613281
	Iteration 99Q: 3 clusters Score -1.982563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125649 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -19825626.000000 Penalty: 5825.613281
	Iteration 100F: 3 clusters Score -1.982563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125654 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -19825636.000000 Penalty: 5825.613281
	Iteration 101Q: 3 clusters Score -1.982564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19825636.000000 Penalty: 5825.613281
	Iteration 102Q: 3 clusters Score -1.982564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19825636.000000 Penalty: 5825.613281
	Iteration 103F: 3 clusters Score -1.982564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -1329331.750000 Penalty: 2254.901611
	Iteration 0F: 2 clusters Score -1329332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1322410.875000 Penalty: 4509.803223
	Iteration 0F: 3 clusters Score -1322411 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1324363.375000 Penalty: 4509.803223
	Iteration 1F: 3 clusters Score -1324363 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1324702.500000 Penalty: 4509.803223
	Iteration 2F: 3 clusters Score -1324702 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1324962.500000 Penalty: 4509.803223
	Iteration 3F: 3 clusters Score -1324962 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1325155.375000 Penalty: 4509.803223
	Iteration 4Q: 3 clusters Score -1325155 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1325292.500000 Penalty: 4509.803223
	Iteration 5Q: 3 clusters Score -1325292 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1325428.250000 Penalty: 4509.803223
	Iteration 6Q: 3 clusters Score -1325428 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1325572.125000 Penalty: 4509.803223
	Iteration 7Q: 3 clusters Score -1325572 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1325721.000000 Penalty: 4509.803223
	Iteration 8Q: 3 clusters Score -1325721 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1325885.375000 Penalty: 4509.803223
	Iteration 9Q: 3 clusters Score -1325885 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1326054.375000 Penalty: 4509.803223
	Iteration 10Q: 3 clusters Score -1326054 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1326220.375000 Penalty: 4509.803223
	Iteration 11Q: 3 clusters Score -1326220 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1326401.500000 Penalty: 4509.803223
	Iteration 12Q: 3 clusters Score -1326402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1326580.500000 Penalty: 4509.803223
	Iteration 13Q: 3 clusters Score -1326580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1326723.625000 Penalty: 4509.803223
	Iteration 14Q: 3 clusters Score -1326724 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1326846.500000 Penalty: 4509.803223
	Iteration 15Q: 3 clusters Score -1326846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1326969.250000 Penalty: 4509.803223
	Iteration 16Q: 3 clusters Score -1326969 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1327095.000000 Penalty: 4509.803223
	Iteration 17Q: 3 clusters Score -1327095 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1327229.250000 Penalty: 4509.803223
	Iteration 18Q: 3 clusters Score -1327229 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1327343.500000 Penalty: 4509.803223
	Iteration 19Q: 3 clusters Score -1327344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1327448.125000 Penalty: 4509.803223
	Iteration 20F: 3 clusters Score -1327448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1327510.500000 Penalty: 4509.803223
	Iteration 21Q: 3 clusters Score -1327510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1327549.125000 Penalty: 4509.803223
	Iteration 22Q: 3 clusters Score -1327549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1327573.750000 Penalty: 4509.803223
	Iteration 23Q: 3 clusters Score -1327574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1327590.500000 Penalty: 4509.803223
	Iteration 24Q: 3 clusters Score -1327590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1327611.500000 Penalty: 4509.803223
	Iteration 25Q: 3 clusters Score -1327612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1327616.500000 Penalty: 4509.803223
	Iteration 26Q: 3 clusters Score -1327616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1327627.875000 Penalty: 4509.803223
	Iteration 27Q: 3 clusters Score -1327628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1327633.625000 Penalty: 4509.803223
	Iteration 28Q: 3 clusters Score -1327634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1327637.375000 Penalty: 4509.803223
	Iteration 29Q: 3 clusters Score -1327637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1327641.625000 Penalty: 4509.803223
	Iteration 30Q: 3 clusters Score -1327642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1327641.875000 Penalty: 4509.803223
	Iteration 31Q: 3 clusters Score -1327642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1327644.625000 Penalty: 4509.803223
	Iteration 32Q: 3 clusters Score -1327645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1327651.125000 Penalty: 4509.803223
	Iteration 33Q: 3 clusters Score -1327651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1327657.000000 Penalty: 4509.803223
	Iteration 34Q: 3 clusters Score -1327657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1327657.250000 Penalty: 4509.803223
	Iteration 35Q: 3 clusters Score -1327657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1327657.375000 Penalty: 4509.803223
	Iteration 36Q: 3 clusters Score -1327657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1327657.375000 Penalty: 4509.803223
	Iteration 37F: 3 clusters Score -1327657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Entering Unmasked Estep 
Score: -3877563.750000 Penalty: 2505.501709
	Iteration 0F: 2 clusters Score -3877564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3860664.250000 Penalty: 5011.003418
	Iteration 0F: 3 clusters Score -3860664 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3866653.250000 Penalty: 5011.003418
	Iteration 1F: 3 clusters Score -3866653 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3867326.000000 Penalty: 5011.003418
	Iteration 2F: 3 clusters Score -3867326 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3868032.250000 Penalty: 5011.003418
	Iteration 3F: 3 clusters Score -3868032 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3868880.250000 Penalty: 5011.003418
	Iteration 4F: 3 clusters Score -3868880 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3869933.750000 Penalty: 5011.003418
	Iteration 5F: 3 clusters Score -3869934 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3871093.500000 Penalty: 5011.003418
	Iteration 6F: 3 clusters Score -3871094 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3872384.500000 Penalty: 5011.003418
	Iteration 7F: 3 clusters Score -3872384 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3873620.750000 Penalty: 5011.003418
	Iteration 8F: 3 clusters Score -3873621 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3874621.250000 Penalty: 5011.003418
	Iteration 9Q: 3 clusters Score -3874621 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3875303.750000 Penalty: 5011.003418
	Iteration 10Q: 3 clusters Score -3875304 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3875764.500000 Penalty: 5011.003418
	Iteration 11Q: 3 clusters Score -3875764 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3876104.500000 Penalty: 5011.003418
	Iteration 12Q: 3 clusters Score -3876104 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -3876318.000000 Penalty: 5011.003418
	Iteration 13Q: 3 clusters Score -3876318 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3876463.750000 Penalty: 5011.003418
	Iteration 14Q: 3 clusters Score -3876464 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3876535.500000 Penalty: 5011.003418
	Iteration 15Q: 3 clusters Score -3876536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3876600.000000 Penalty: 5011.003418
	Iteration 16Q: 3 clusters Score -3876600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3876637.000000 Penalty: 5011.003418
	Iteration 17Q: 3 clusters Score -3876637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3876664.000000 Penalty: 5011.003418
	Iteration 18Q: 3 clusters Score -3876664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -3876684.250000 Penalty: 5011.003418
	Iteration 19Q: 3 clusters Score -3876684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3876722.000000 Penalty: 5011.003418
	Iteration 20F: 3 clusters Score -3876722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3876732.000000 Penalty: 5011.003418
	Iteration 21Q: 3 clusters Score -3876732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3876749.500000 Penalty: 5011.003418
	Iteration 22Q: 3 clusters Score -3876750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3876761.250000 Penalty: 5011.003418
	Iteration 23Q: 3 clusters Score -3876761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3876777.750000 Penalty: 5011.003418
	Iteration 24Q: 3 clusters Score -3876778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3876782.750000 Penalty: 5011.003418
	Iteration 25Q: 3 clusters Score -3876783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3876789.250000 Penalty: 5011.003418
	Iteration 26Q: 3 clusters Score -3876789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3876793.500000 Penalty: 5011.003418
	Iteration 27Q: 3 clusters Score -3876794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3876789.250000 Penalty: 5011.003418
	Iteration 28Q: 3 clusters Score -3876789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3876788.500000 Penalty: 5011.003418
	Iteration 29Q: 3 clusters Score -3876788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3876794.250000 Penalty: 5011.003418
	Iteration 30Q: 3 clusters Score -3876794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3876794.500000 Penalty: 5011.003418
	Iteration 31Q: 3 clusters Score -3876794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3876798.000000 Penalty: 5011.003418
	Iteration 32Q: 3 clusters Score -3876798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3876801.750000 Penalty: 5011.003418
	Iteration 33Q: 3 clusters Score -3876802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3876799.250000 Penalty: 5011.003418
	Iteration 34Q: 3 clusters Score -3876799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3876799.750000 Penalty: 5011.003418
	Iteration 35Q: 3 clusters Score -3876800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3876800.000000 Penalty: 5011.003418
	Iteration 36Q: 3 clusters Score -3876800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3876801.500000 Penalty: 5011.003418
	Iteration 37Q: 3 clusters Score -3876802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3876804.250000 Penalty: 5011.003418
	Iteration 38Q: 3 clusters Score -3876804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3876806.000000 Penalty: 5011.003418
	Iteration 39Q: 3 clusters Score -3876806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3876802.500000 Penalty: 5011.003418
	Iteration 40F: 3 clusters Score -3876802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3876802.750000 Penalty: 5011.003418
	Iteration 41Q: 3 clusters Score -3876803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3876802.750000 Penalty: 5011.003418
	Iteration 42F: 3 clusters Score -3876803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -279721.875000 Penalty: 1878.744873
	Iteration 0F: 2 clusters Score -279721.9 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 982 members 
Entering Unmasked Estep 
Score: -277131.593750 Penalty: 3757.489746
	Iteration 0F: 3 clusters Score -277131.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -277609.500000 Penalty: 3757.489746
	Iteration 1F: 3 clusters Score -277609.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -277754.625000 Penalty: 3757.489746
	Iteration 2F: 3 clusters Score -277754.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277864.375000 Penalty: 3757.489746
	Iteration 3F: 3 clusters Score -277864.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277941.406250 Penalty: 3757.489746
	Iteration 4Q: 3 clusters Score -277941.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -277995.468750 Penalty: 3757.489746
	Iteration 5Q: 3 clusters Score -277995.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -278034.625000 Penalty: 3757.489746
	Iteration 6Q: 3 clusters Score -278034.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -278062.937500 Penalty: 3757.489746
	Iteration 7Q: 3 clusters Score -278062.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -278097.031250 Penalty: 3757.489746
	Iteration 8Q: 3 clusters Score -278097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -278122.406250 Penalty: 3757.489746
	Iteration 9Q: 3 clusters Score -278122.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -278140.562500 Penalty: 3757.489746
	Iteration 10Q: 3 clusters Score -278140.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -278156.718750 Penalty: 3757.489746
	Iteration 11Q: 3 clusters Score -278156.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -278167.343750 Penalty: 3757.489746
	Iteration 12Q: 3 clusters Score -278167.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -278182.781250 Penalty: 3757.489746
	Iteration 13Q: 3 clusters Score -278182.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -278195.687500 Penalty: 3757.489746
	Iteration 14Q: 3 clusters Score -278195.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -278216.218750 Penalty: 3757.489746
	Iteration 15Q: 3 clusters Score -278216.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -278235.687500 Penalty: 3757.489746
	Iteration 16Q: 3 clusters Score -278235.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -278266.406250 Penalty: 3757.489746
	Iteration 17Q: 3 clusters Score -278266.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -278287.968750 Penalty: 3757.489746
	Iteration 18Q: 3 clusters Score -278288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -278317.000000 Penalty: 3757.489746
	Iteration 19Q: 3 clusters Score -278317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -278340.875000 Penalty: 3757.489746
	Iteration 20F: 3 clusters Score -278340.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -278376.562500 Penalty: 3757.489746
	Iteration 21Q: 3 clusters Score -278376.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -278413.281250 Penalty: 3757.489746
	Iteration 22Q: 3 clusters Score -278413.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -278443.062500 Penalty: 3757.489746
	Iteration 23Q: 3 clusters Score -278443.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -278475.968750 Penalty: 3757.489746
	Iteration 24Q: 3 clusters Score -278476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -278505.750000 Penalty: 3757.489746
	Iteration 25Q: 3 clusters Score -278505.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -278534.250000 Penalty: 3757.489746
	Iteration 26Q: 3 clusters Score -278534.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -278566.937500 Penalty: 3757.489746
	Iteration 27Q: 3 clusters Score -278566.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -278621.750000 Penalty: 3757.489746
	Iteration 28Q: 3 clusters Score -278621.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -278682.718750 Penalty: 3757.489746
	Iteration 29Q: 3 clusters Score -278682.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -278737.406250 Penalty: 3757.489746
	Iteration 30Q: 3 clusters Score -278737.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -278786.406250 Penalty: 3757.489746
	Iteration 31Q: 3 clusters Score -278786.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -278831.187500 Penalty: 3757.489746
	Iteration 32Q: 3 clusters Score -278831.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -278871.312500 Penalty: 3757.489746
	Iteration 33Q: 3 clusters Score -278871.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -278913.250000 Penalty: 3757.489746
	Iteration 34Q: 3 clusters Score -278913.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -278942.937500 Penalty: 3757.489746
	Iteration 35Q: 3 clusters Score -278942.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -278963.812500 Penalty: 3757.489746
	Iteration 36Q: 3 clusters Score -278963.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -278975.750000 Penalty: 3757.489746
	Iteration 37Q: 3 clusters Score -278975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -278991.750000 Penalty: 3757.489746
	Iteration 38Q: 3 clusters Score -278991.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -278999.562500 Penalty: 3757.489746
	Iteration 39Q: 3 clusters Score -278999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -279006.812500 Penalty: 3757.489746
	Iteration 40F: 3 clusters Score -279006.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -279011.718750 Penalty: 3757.489746
	Iteration 41Q: 3 clusters Score -279011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -279013.218750 Penalty: 3757.489746
	Iteration 42Q: 3 clusters Score -279013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -279016.437500 Penalty: 3757.489746
	Iteration 43Q: 3 clusters Score -279016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -279018.343750 Penalty: 3757.489746
	Iteration 44Q: 3 clusters Score -279018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -279018.937500 Penalty: 3757.489746
	Iteration 45Q: 3 clusters Score -279018.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -279020.156250 Penalty: 3757.489746
	Iteration 46Q: 3 clusters Score -279020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -279020.718750 Penalty: 3757.489746
	Iteration 47Q: 3 clusters Score -279020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -279020.875000 Penalty: 3757.489746
	Iteration 48Q: 3 clusters Score -279020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -279021.375000 Penalty: 3757.489746
	Iteration 49Q: 3 clusters Score -279021.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -279021.718750 Penalty: 3757.489746
	Iteration 50Q: 3 clusters Score -279021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -279025.812500 Penalty: 3757.489746
	Iteration 51Q: 3 clusters Score -279025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -279026.687500 Penalty: 3757.489746
	Iteration 52Q: 3 clusters Score -279026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -279027.687500 Penalty: 3757.489746
	Iteration 53Q: 3 clusters Score -279027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -279028.593750 Penalty: 3757.489746
	Iteration 54Q: 3 clusters Score -279028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -279028.593750 Penalty: 3757.489746
	Iteration 55F: 3 clusters Score -279028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Entering Unmasked Estep 
Score: -1603224.500000 Penalty: 2291.807861
	Iteration 0F: 2 clusters Score -1603224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1595350.500000 Penalty: 4583.615723
	Iteration 0F: 3 clusters Score -1595350 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1597660.000000 Penalty: 4583.615723
	Iteration 1F: 3 clusters Score -1597660 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1598015.000000 Penalty: 4583.615723
	Iteration 2F: 3 clusters Score -1598015 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1598268.500000 Penalty: 4583.615723
	Iteration 3F: 3 clusters Score -1598268 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1598453.000000 Penalty: 4583.615723
	Iteration 4Q: 3 clusters Score -1598453 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1598578.750000 Penalty: 4583.615723
	Iteration 5Q: 3 clusters Score -1598579 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1598668.250000 Penalty: 4583.615723
	Iteration 6Q: 3 clusters Score -1598668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1598749.875000 Penalty: 4583.615723
	Iteration 7Q: 3 clusters Score -1598750 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1598822.875000 Penalty: 4583.615723
	Iteration 8Q: 3 clusters Score -1598823 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1598893.250000 Penalty: 4583.615723
	Iteration 9Q: 3 clusters Score -1598893 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1598958.250000 Penalty: 4583.615723
	Iteration 10Q: 3 clusters Score -1598958 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1599016.125000 Penalty: 4583.615723
	Iteration 11Q: 3 clusters Score -1599016 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1599066.750000 Penalty: 4583.615723
	Iteration 12Q: 3 clusters Score -1599067 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1599114.000000 Penalty: 4583.615723
	Iteration 13Q: 3 clusters Score -1599114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1599159.750000 Penalty: 4583.615723
	Iteration 14Q: 3 clusters Score -1599160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1599194.125000 Penalty: 4583.615723
	Iteration 15Q: 3 clusters Score -1599194 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1599237.375000 Penalty: 4583.615723
	Iteration 16Q: 3 clusters Score -1599237 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1599273.125000 Penalty: 4583.615723
	Iteration 17Q: 3 clusters Score -1599273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1599311.375000 Penalty: 4583.615723
	Iteration 18Q: 3 clusters Score -1599311 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1599341.000000 Penalty: 4583.615723
	Iteration 19Q: 3 clusters Score -1599341 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1599376.000000 Penalty: 4583.615723
	Iteration 20F: 3 clusters Score -1599376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1599418.750000 Penalty: 4583.615723
	Iteration 21Q: 3 clusters Score -1599419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1599470.875000 Penalty: 4583.615723
	Iteration 22Q: 3 clusters Score -1599471 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1599520.125000 Penalty: 4583.615723
	Iteration 23Q: 3 clusters Score -1599520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1599579.875000 Penalty: 4583.615723
	Iteration 24Q: 3 clusters Score -1599580 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1599644.875000 Penalty: 4583.615723
	Iteration 25Q: 3 clusters Score -1599645 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1599714.750000 Penalty: 4583.615723
	Iteration 26Q: 3 clusters Score -1599715 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1599792.625000 Penalty: 4583.615723
	Iteration 27Q: 3 clusters Score -1599793 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1599880.375000 Penalty: 4583.615723
	Iteration 28Q: 3 clusters Score -1599880 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1599954.375000 Penalty: 4583.615723
	Iteration 29Q: 3 clusters Score -1599954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1600041.625000 Penalty: 4583.615723
	Iteration 30Q: 3 clusters Score -1600042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1600125.125000 Penalty: 4583.615723
	Iteration 31Q: 3 clusters Score -1600125 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1600190.250000 Penalty: 4583.615723
	Iteration 32Q: 3 clusters Score -1600190 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1600245.625000 Penalty: 4583.615723
	Iteration 33Q: 3 clusters Score -1600246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1600282.625000 Penalty: 4583.615723
	Iteration 34Q: 3 clusters Score -1600283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1600314.500000 Penalty: 4583.615723
	Iteration 35Q: 3 clusters Score -1600314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1600337.375000 Penalty: 4583.615723
	Iteration 36Q: 3 clusters Score -1600337 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1600369.750000 Penalty: 4583.615723
	Iteration 37Q: 3 clusters Score -1600370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1600394.000000 Penalty: 4583.615723
	Iteration 38Q: 3 clusters Score -1600394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1600426.375000 Penalty: 4583.615723
	Iteration 39Q: 3 clusters Score -1600426 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1600451.375000 Penalty: 4583.615723
	Iteration 40F: 3 clusters Score -1600451 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1600481.500000 Penalty: 4583.615723
	Iteration 41Q: 3 clusters Score -1600482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1600515.875000 Penalty: 4583.615723
	Iteration 42Q: 3 clusters Score -1600516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1600543.750000 Penalty: 4583.615723
	Iteration 43Q: 3 clusters Score -1600544 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1600582.750000 Penalty: 4583.615723
	Iteration 44Q: 3 clusters Score -1600583 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1600628.625000 Penalty: 4583.615723
	Iteration 45Q: 3 clusters Score -1600629 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1600724.375000 Penalty: 4583.615723
	Iteration 46Q: 3 clusters Score -1600724 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1600907.625000 Penalty: 4583.615723
	Iteration 47Q: 3 clusters Score -1600908 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1601097.125000 Penalty: 4583.615723
	Iteration 48Q: 3 clusters Score -1601097 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1601234.750000 Penalty: 4583.615723
	Iteration 49Q: 3 clusters Score -1601235 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1601304.875000 Penalty: 4583.615723
	Iteration 50Q: 3 clusters Score -1601305 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1601357.500000 Penalty: 4583.615723
	Iteration 51Q: 3 clusters Score -1601358 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1601391.375000 Penalty: 4583.615723
	Iteration 52Q: 3 clusters Score -1601391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1601413.000000 Penalty: 4583.615723
	Iteration 53Q: 3 clusters Score -1601413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1601433.250000 Penalty: 4583.615723
	Iteration 54Q: 3 clusters Score -1601433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1601450.625000 Penalty: 4583.615723
	Iteration 55Q: 3 clusters Score -1601451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1601462.250000 Penalty: 4583.615723
	Iteration 56Q: 3 clusters Score -1601462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1601475.125000 Penalty: 4583.615723
	Iteration 57Q: 3 clusters Score -1601475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1601492.875000 Penalty: 4583.615723
	Iteration 58Q: 3 clusters Score -1601493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1601504.500000 Penalty: 4583.615723
	Iteration 59Q: 3 clusters Score -1601504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1601513.375000 Penalty: 4583.615723
	Iteration 60F: 3 clusters Score -1601513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1601522.375000 Penalty: 4583.615723
	Iteration 61Q: 3 clusters Score -1601522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1601534.375000 Penalty: 4583.615723
	Iteration 62Q: 3 clusters Score -1601534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1601543.500000 Penalty: 4583.615723
	Iteration 63Q: 3 clusters Score -1601544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1601549.125000 Penalty: 4583.615723
	Iteration 64Q: 3 clusters Score -1601549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1601551.250000 Penalty: 4583.615723
	Iteration 65Q: 3 clusters Score -1601551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1601561.625000 Penalty: 4583.615723
	Iteration 66Q: 3 clusters Score -1601562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1601566.250000 Penalty: 4583.615723
	Iteration 67Q: 3 clusters Score -1601566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1601571.250000 Penalty: 4583.615723
	Iteration 68Q: 3 clusters Score -1601571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1601573.750000 Penalty: 4583.615723
	Iteration 69Q: 3 clusters Score -1601574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1601578.250000 Penalty: 4583.615723
	Iteration 70Q: 3 clusters Score -1601578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1601581.375000 Penalty: 4583.615723
	Iteration 71Q: 3 clusters Score -1601581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1601583.500000 Penalty: 4583.615723
	Iteration 72Q: 3 clusters Score -1601584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1601580.125000 Penalty: 4583.615723
	Iteration 73Q: 3 clusters Score -1601580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1601585.750000 Penalty: 4583.615723
	Iteration 74Q: 3 clusters Score -1601586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1601590.500000 Penalty: 4583.615723
	Iteration 75Q: 3 clusters Score -1601590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1601593.375000 Penalty: 4583.615723
	Iteration 76Q: 3 clusters Score -1601593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1601591.000000 Penalty: 4583.615723
	Iteration 77Q: 3 clusters Score -1601591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1601591.750000 Penalty: 4583.615723
	Iteration 78Q: 3 clusters Score -1601592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1601596.750000 Penalty: 4583.615723
	Iteration 79Q: 3 clusters Score -1601597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1601599.500000 Penalty: 4583.615723
	Iteration 80F: 3 clusters Score -1601600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1601600.375000 Penalty: 4583.615723
	Iteration 81Q: 3 clusters Score -1601600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1601603.500000 Penalty: 4583.615723
	Iteration 82Q: 3 clusters Score -1601604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1601608.875000 Penalty: 4583.615723
	Iteration 83Q: 3 clusters Score -1601609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1601606.625000 Penalty: 4583.615723
	Iteration 84Q: 3 clusters Score -1601607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1601611.125000 Penalty: 4583.615723
	Iteration 85Q: 3 clusters Score -1601611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1601609.625000 Penalty: 4583.615723
	Iteration 86Q: 3 clusters Score -1601610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1601610.625000 Penalty: 4583.615723
	Iteration 87Q: 3 clusters Score -1601611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1601611.375000 Penalty: 4583.615723
	Iteration 88Q: 3 clusters Score -1601611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1601610.375000 Penalty: 4583.615723
	Iteration 89Q: 3 clusters Score -1601610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1601609.875000 Penalty: 4583.615723
	Iteration 90Q: 3 clusters Score -1601610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1601612.500000 Penalty: 4583.615723
	Iteration 91Q: 3 clusters Score -1601612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1601612.500000 Penalty: 4583.615723
	Iteration 92F: 3 clusters Score -1601612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Entering Unmasked Estep 
Score: -1891409.750000 Penalty: 2335.705566
	Iteration 0F: 2 clusters Score -1891410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1882224.500000 Penalty: 4671.411133
	Iteration 0F: 3 clusters Score -1882224 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1885189.750000 Penalty: 4671.411133
	Iteration 1F: 3 clusters Score -1885190 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1885891.625000 Penalty: 4671.411133
	Iteration 2F: 3 clusters Score -1885892 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1886777.875000 Penalty: 4671.411133
	Iteration 3F: 3 clusters Score -1886778 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1887776.375000 Penalty: 4671.411133
	Iteration 4F: 3 clusters Score -1887776 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1888795.375000 Penalty: 4671.411133
	Iteration 5F: 3 clusters Score -1888795 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1889485.500000 Penalty: 4671.411133
	Iteration 6F: 3 clusters Score -1889486 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1889946.875000 Penalty: 4671.411133
	Iteration 7Q: 3 clusters Score -1889947 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1890199.250000 Penalty: 4671.411133
	Iteration 8Q: 3 clusters Score -1890199 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1890336.875000 Penalty: 4671.411133
	Iteration 9Q: 3 clusters Score -1890337 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1890410.500000 Penalty: 4671.411133
	Iteration 10Q: 3 clusters Score -1890410 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1890453.250000 Penalty: 4671.411133
	Iteration 11Q: 3 clusters Score -1890453 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1890482.250000 Penalty: 4671.411133
	Iteration 12Q: 3 clusters Score -1890482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1890504.500000 Penalty: 4671.411133
	Iteration 13Q: 3 clusters Score -1890504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1890517.750000 Penalty: 4671.411133
	Iteration 14Q: 3 clusters Score -1890518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1890536.625000 Penalty: 4671.411133
	Iteration 15Q: 3 clusters Score -1890537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1890538.000000 Penalty: 4671.411133
	Iteration 16Q: 3 clusters Score -1890538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1890542.750000 Penalty: 4671.411133
	Iteration 17Q: 3 clusters Score -1890543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1890551.625000 Penalty: 4671.411133
	Iteration 18Q: 3 clusters Score -1890552 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1890553.500000 Penalty: 4671.411133
	Iteration 19Q: 3 clusters Score -1890554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1890553.625000 Penalty: 4671.411133
	Iteration 20F: 3 clusters Score -1890554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1890560.500000 Penalty: 4671.411133
	Iteration 21Q: 3 clusters Score -1890560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1890554.875000 Penalty: 4671.411133
	Iteration 22Q: 3 clusters Score -1890555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1890557.125000 Penalty: 4671.411133
	Iteration 23Q: 3 clusters Score -1890557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1890557.250000 Penalty: 4671.411133
	Iteration 24Q: 3 clusters Score -1890557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1890561.500000 Penalty: 4671.411133
	Iteration 25Q: 3 clusters Score -1890562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1890567.250000 Penalty: 4671.411133
	Iteration 26Q: 3 clusters Score -1890567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1890568.375000 Penalty: 4671.411133
	Iteration 27Q: 3 clusters Score -1890568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1890567.125000 Penalty: 4671.411133
	Iteration 28Q: 3 clusters Score -1890567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1890567.125000 Penalty: 4671.411133
	Iteration 29Q: 3 clusters Score -1890567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1890566.750000 Penalty: 4671.411133
	Iteration 30Q: 3 clusters Score -1890567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1890570.375000 Penalty: 4671.411133
	Iteration 31Q: 3 clusters Score -1890570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1890572.875000 Penalty: 4671.411133
	Iteration 32Q: 3 clusters Score -1890573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1890572.125000 Penalty: 4671.411133
	Iteration 33Q: 3 clusters Score -1890572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1890573.750000 Penalty: 4671.411133
	Iteration 34Q: 3 clusters Score -1890574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1890571.125000 Penalty: 4671.411133
	Iteration 35Q: 3 clusters Score -1890571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1890571.125000 Penalty: 4671.411133
	Iteration 36Q: 3 clusters Score -1890571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1890571.375000 Penalty: 4671.411133
	Iteration 37Q: 3 clusters Score -1890571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1890570.750000 Penalty: 4671.411133
	Iteration 38Q: 3 clusters Score -1890571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1890574.125000 Penalty: 4671.411133
	Iteration 39Q: 3 clusters Score -1890574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1890574.625000 Penalty: 4671.411133
	Iteration 40F: 3 clusters Score -1890575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1890575.625000 Penalty: 4671.411133
	Iteration 41Q: 3 clusters Score -1890576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1890576.250000 Penalty: 4671.411133
	Iteration 42Q: 3 clusters Score -1890576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1890578.250000 Penalty: 4671.411133
	Iteration 43Q: 3 clusters Score -1890578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1890578.625000 Penalty: 4671.411133
	Iteration 44Q: 3 clusters Score -1890579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1890578.625000 Penalty: 4671.411133
	Iteration 45F: 3 clusters Score -1890579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97494.054688 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97494.05 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97839.906250 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -97839.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -97970.500000 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -97970.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -98053.203125 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98053.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98103.710938 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -98103.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -98157.007812 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -98157.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98316.203125 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -98316.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98448.773438 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -98448.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -98561.320312 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -98561.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -98637.828125 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -98637.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -98676.976562 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -98676.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98701.164062 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -98701.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98703.609375 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -98703.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -98706.453125 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -98706.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98713.210938 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -98713.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98716.781250 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -98716.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98717.828125 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -98717.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98728.257812 Penalty: 3284.217285
	Iteration 17F: 3 clusters Score -98728.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -98753.718750 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -98753.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -98766.234375 Penalty: 3284.217285
	Iteration 19Q: 3 clusters Score -98766.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98771.593750 Penalty: 3284.217285
	Iteration 20F: 3 clusters Score -98771.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98773.414062 Penalty: 3284.217285
	Iteration 21Q: 3 clusters Score -98773.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98775.210938 Penalty: 3284.217285
	Iteration 22Q: 3 clusters Score -98775.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -98781.609375 Penalty: 3284.217285
	Iteration 23Q: 3 clusters Score -98781.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -98807.578125 Penalty: 3284.217285
	Iteration 24Q: 3 clusters Score -98807.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -98816.476562 Penalty: 3284.217285
	Iteration 25Q: 3 clusters Score -98816.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98820.289062 Penalty: 3284.217285
	Iteration 26Q: 3 clusters Score -98820.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -98838.375000 Penalty: 3284.217285
	Iteration 27Q: 3 clusters Score -98838.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98853.304688 Penalty: 3284.217285
	Iteration 28Q: 3 clusters Score -98853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -98918.007812 Penalty: 3284.217285
	Iteration 29Q: 3 clusters Score -98918.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -98943.960938 Penalty: 3284.217285
	Iteration 30Q: 3 clusters Score -98943.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98962.093750 Penalty: 3284.217285
	Iteration 31Q: 3 clusters Score -98962.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -98986.843750 Penalty: 3284.217285
	Iteration 32Q: 3 clusters Score -98986.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99022.125000 Penalty: 3284.217285
	Iteration 33Q: 3 clusters Score -99022.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99043.804688 Penalty: 3284.217285
	Iteration 34Q: 3 clusters Score -99043.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99059.773438 Penalty: 3284.217285
	Iteration 35Q: 3 clusters Score -99059.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99075.187500 Penalty: 3284.217285
	Iteration 36Q: 3 clusters Score -99075.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99146.320312 Penalty: 3284.217285
	Iteration 37Q: 3 clusters Score -99146.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99168.796875 Penalty: 3284.217285
	Iteration 38Q: 3 clusters Score -99168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99168.796875 Penalty: 3284.217285
	Iteration 39F: 3 clusters Score -99168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126145 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 12310 members 
Mstep: Class 15 contains 254 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98755 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28078 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 497 members 
Entering Unmasked Estep 
Score: -86721472.000000 Penalty: 128097.218750
Splitting cluster 15 changes total score from -86723208.000000 to -86721472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Entering Unmasked Estep 
Score: -5357947.500000 Penalty: 2591.791016
	Iteration 0F: 2 clusters Score -5357948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -5334458.500000 Penalty: 5183.582031
	Iteration 0F: 3 clusters Score -5334458 nChanged 15740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5342943.500000 Penalty: 5183.582031
	Iteration 1F: 3 clusters Score -5342944 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -5343486.500000 Penalty: 5183.582031
	Iteration 2Q: 3 clusters Score -5343486 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -5344069.500000 Penalty: 5183.582031
	Iteration 3Q: 3 clusters Score -5344070 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -5344816.000000 Penalty: 5183.582031
	Iteration 4Q: 3 clusters Score -5344816 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5345736.000000 Penalty: 5183.582031
	Iteration 5Q: 3 clusters Score -5345736 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5346921.000000 Penalty: 5183.582031
	Iteration 6F: 3 clusters Score -5346921 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -5348416.500000 Penalty: 5183.582031
	Iteration 7F: 3 clusters Score -5348416 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -5350196.500000 Penalty: 5183.582031
	Iteration 8F: 3 clusters Score -5350196 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -5351983.500000 Penalty: 5183.582031
	Iteration 9F: 3 clusters Score -5351984 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -5353458.000000 Penalty: 5183.582031
	Iteration 10F: 3 clusters Score -5353458 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -5354402.500000 Penalty: 5183.582031
	Iteration 11Q: 3 clusters Score -5354402 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -5354996.000000 Penalty: 5183.582031
	Iteration 12Q: 3 clusters Score -5354996 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -5355271.500000 Penalty: 5183.582031
	Iteration 13Q: 3 clusters Score -5355272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -5355400.000000 Penalty: 5183.582031
	Iteration 14Q: 3 clusters Score -5355400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5355491.500000 Penalty: 5183.582031
	Iteration 15Q: 3 clusters Score -5355492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -5355543.000000 Penalty: 5183.582031
	Iteration 16Q: 3 clusters Score -5355543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -5355586.500000 Penalty: 5183.582031
	Iteration 17Q: 3 clusters Score -5355586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -5355605.000000 Penalty: 5183.582031
	Iteration 18Q: 3 clusters Score -5355605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -5355624.500000 Penalty: 5183.582031
	Iteration 19Q: 3 clusters Score -5355624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -5355639.000000 Penalty: 5183.582031
	Iteration 20F: 3 clusters Score -5355639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -5355648.000000 Penalty: 5183.582031
	Iteration 21Q: 3 clusters Score -5355648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -5355655.000000 Penalty: 5183.582031
	Iteration 22Q: 3 clusters Score -5355655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -5355668.500000 Penalty: 5183.582031
	Iteration 23Q: 3 clusters Score -5355668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -5355673.500000 Penalty: 5183.582031
	Iteration 24Q: 3 clusters Score -5355674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5355673.000000 Penalty: 5183.582031
	Iteration 25Q: 3 clusters Score -5355673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5355668.000000 Penalty: 5183.582031
	Iteration 26Q: 3 clusters Score -5355668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5355670.500000 Penalty: 5183.582031
	Iteration 27Q: 3 clusters Score -5355670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -5355671.000000 Penalty: 5183.582031
	Iteration 28Q: 3 clusters Score -5355671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -5355670.500000 Penalty: 5183.582031
	Iteration 29Q: 3 clusters Score -5355670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5355674.500000 Penalty: 5183.582031
	Iteration 30Q: 3 clusters Score -5355674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -5355676.000000 Penalty: 5183.582031
	Iteration 31Q: 3 clusters Score -5355676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -5355684.000000 Penalty: 5183.582031
	Iteration 32Q: 3 clusters Score -5355684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5355677.500000 Penalty: 5183.582031
	Iteration 33Q: 3 clusters Score -5355678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5355677.500000 Penalty: 5183.582031
	Iteration 34F: 3 clusters Score -5355678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -255279.093750 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -255279.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -252848.140625 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -252848.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -253213.218750 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -253213.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -253313.625000 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -253313.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -253388.328125 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -253388.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -253442.281250 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -253442.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -253466.625000 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -253466.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -253495.390625 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -253495.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -253516.562500 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -253516.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -253539.453125 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -253539.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -253552.671875 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -253552.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -253563.390625 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -253563.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -253576.359375 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -253576.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -253588.515625 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -253588.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -253604.453125 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -253604.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -253617.640625 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -253617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -253632.578125 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -253632.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -253641.468750 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -253641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -253648.328125 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -253648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -253654.078125 Penalty: 3688.269775
	Iteration 18Q: 3 clusters Score -253654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -253662.265625 Penalty: 3688.269775
	Iteration 19Q: 3 clusters Score -253662.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -253671.796875 Penalty: 3688.269775
	Iteration 20F: 3 clusters Score -253671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -253678.453125 Penalty: 3688.269775
	Iteration 21Q: 3 clusters Score -253678.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -253687.031250 Penalty: 3688.269775
	Iteration 22Q: 3 clusters Score -253687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -253687.890625 Penalty: 3688.269775
	Iteration 23Q: 3 clusters Score -253687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -253687.890625 Penalty: 3688.269775
	Iteration 24F: 3 clusters Score -253687.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Entering Unmasked Estep 
Score: -980630.437500 Penalty: 2166.011230
	Iteration 0F: 2 clusters Score -980630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -975428.375000 Penalty: 4332.022461
	Iteration 0F: 3 clusters Score -975428.4 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -976673.500000 Penalty: 4332.022461
	Iteration 1F: 3 clusters Score -976673.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -976972.312500 Penalty: 4332.022461
	Iteration 2F: 3 clusters Score -976972.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -977163.062500 Penalty: 4332.022461
	Iteration 3F: 3 clusters Score -977163.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -977269.000000 Penalty: 4332.022461
	Iteration 4Q: 3 clusters Score -977269 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -977348.562500 Penalty: 4332.022461
	Iteration 5Q: 3 clusters Score -977348.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -977408.125000 Penalty: 4332.022461
	Iteration 6Q: 3 clusters Score -977408.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -977453.562500 Penalty: 4332.022461
	Iteration 7Q: 3 clusters Score -977453.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -977478.562500 Penalty: 4332.022461
	Iteration 8Q: 3 clusters Score -977478.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -977506.937500 Penalty: 4332.022461
	Iteration 9Q: 3 clusters Score -977506.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -977528.000000 Penalty: 4332.022461
	Iteration 10Q: 3 clusters Score -977528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -977544.937500 Penalty: 4332.022461
	Iteration 11Q: 3 clusters Score -977544.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -977559.500000 Penalty: 4332.022461
	Iteration 12Q: 3 clusters Score -977559.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -977571.312500 Penalty: 4332.022461
	Iteration 13Q: 3 clusters Score -977571.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -977584.000000 Penalty: 4332.022461
	Iteration 14Q: 3 clusters Score -977584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -977594.750000 Penalty: 4332.022461
	Iteration 15Q: 3 clusters Score -977594.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -977605.062500 Penalty: 4332.022461
	Iteration 16Q: 3 clusters Score -977605.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -977617.250000 Penalty: 4332.022461
	Iteration 17Q: 3 clusters Score -977617.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -977630.250000 Penalty: 4332.022461
	Iteration 18Q: 3 clusters Score -977630.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -977640.562500 Penalty: 4332.022461
	Iteration 19Q: 3 clusters Score -977640.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -977647.562500 Penalty: 4332.022461
	Iteration 20F: 3 clusters Score -977647.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -977662.625000 Penalty: 4332.022461
	Iteration 21Q: 3 clusters Score -977662.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -977669.500000 Penalty: 4332.022461
	Iteration 22Q: 3 clusters Score -977669.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -977681.000000 Penalty: 4332.022461
	Iteration 23Q: 3 clusters Score -977681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -977687.125000 Penalty: 4332.022461
	Iteration 24Q: 3 clusters Score -977687.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -977698.375000 Penalty: 4332.022461
	Iteration 25Q: 3 clusters Score -977698.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -977704.187500 Penalty: 4332.022461
	Iteration 26Q: 3 clusters Score -977704.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -977706.062500 Penalty: 4332.022461
	Iteration 27Q: 3 clusters Score -977706.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -977713.250000 Penalty: 4332.022461
	Iteration 28Q: 3 clusters Score -977713.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -977719.500000 Penalty: 4332.022461
	Iteration 29Q: 3 clusters Score -977719.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -977724.500000 Penalty: 4332.022461
	Iteration 30Q: 3 clusters Score -977724.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -977725.937500 Penalty: 4332.022461
	Iteration 31Q: 3 clusters Score -977725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -977726.312500 Penalty: 4332.022461
	Iteration 32Q: 3 clusters Score -977726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -977728.250000 Penalty: 4332.022461
	Iteration 33Q: 3 clusters Score -977728.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -977728.812500 Penalty: 4332.022461
	Iteration 34Q: 3 clusters Score -977728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -977729.562500 Penalty: 4332.022461
	Iteration 35Q: 3 clusters Score -977729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -977730.187500 Penalty: 4332.022461
	Iteration 36Q: 3 clusters Score -977730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -977729.250000 Penalty: 4332.022461
	Iteration 37Q: 3 clusters Score -977729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -977730.187500 Penalty: 4332.022461
	Iteration 38Q: 3 clusters Score -977730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -977729.437500 Penalty: 4332.022461
	Iteration 39Q: 3 clusters Score -977729.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -977729.437500 Penalty: 4332.022461
	Iteration 40F: 3 clusters Score -977729.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Entering Unmasked Estep 
Score: -1207707.750000 Penalty: 2221.558594
	Iteration 0F: 2 clusters Score -1207708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1201415.375000 Penalty: 4443.117188
	Iteration 0F: 3 clusters Score -1201415 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1203225.750000 Penalty: 4443.117188
	Iteration 1F: 3 clusters Score -1203226 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1203670.250000 Penalty: 4443.117188
	Iteration 2F: 3 clusters Score -1203670 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1203976.250000 Penalty: 4443.117188
	Iteration 3F: 3 clusters Score -1203976 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1204221.375000 Penalty: 4443.117188
	Iteration 4Q: 3 clusters Score -1204221 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1204409.750000 Penalty: 4443.117188
	Iteration 5Q: 3 clusters Score -1204410 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1204602.625000 Penalty: 4443.117188
	Iteration 6Q: 3 clusters Score -1204603 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1204833.875000 Penalty: 4443.117188
	Iteration 7Q: 3 clusters Score -1204834 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1205088.625000 Penalty: 4443.117188
	Iteration 8Q: 3 clusters Score -1205089 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1205333.750000 Penalty: 4443.117188
	Iteration 9Q: 3 clusters Score -1205334 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1205513.500000 Penalty: 4443.117188
	Iteration 10Q: 3 clusters Score -1205514 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1205703.000000 Penalty: 4443.117188
	Iteration 11Q: 3 clusters Score -1205703 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1205889.750000 Penalty: 4443.117188
	Iteration 12Q: 3 clusters Score -1205890 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1206062.625000 Penalty: 4443.117188
	Iteration 13Q: 3 clusters Score -1206063 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1206218.500000 Penalty: 4443.117188
	Iteration 14Q: 3 clusters Score -1206218 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1206315.250000 Penalty: 4443.117188
	Iteration 15Q: 3 clusters Score -1206315 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1206377.125000 Penalty: 4443.117188
	Iteration 16Q: 3 clusters Score -1206377 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1206426.375000 Penalty: 4443.117188
	Iteration 17Q: 3 clusters Score -1206426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1206454.625000 Penalty: 4443.117188
	Iteration 18Q: 3 clusters Score -1206455 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1206473.750000 Penalty: 4443.117188
	Iteration 19Q: 3 clusters Score -1206474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1206485.375000 Penalty: 4443.117188
	Iteration 20F: 3 clusters Score -1206485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1206493.750000 Penalty: 4443.117188
	Iteration 21Q: 3 clusters Score -1206494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1206501.875000 Penalty: 4443.117188
	Iteration 22Q: 3 clusters Score -1206502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1206506.875000 Penalty: 4443.117188
	Iteration 23Q: 3 clusters Score -1206507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1206508.125000 Penalty: 4443.117188
	Iteration 24Q: 3 clusters Score -1206508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1206510.000000 Penalty: 4443.117188
	Iteration 25Q: 3 clusters Score -1206510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1206511.000000 Penalty: 4443.117188
	Iteration 26Q: 3 clusters Score -1206511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1206512.625000 Penalty: 4443.117188
	Iteration 27Q: 3 clusters Score -1206513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1206517.000000 Penalty: 4443.117188
	Iteration 28Q: 3 clusters Score -1206517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1206517.375000 Penalty: 4443.117188
	Iteration 29Q: 3 clusters Score -1206517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1206518.125000 Penalty: 4443.117188
	Iteration 30Q: 3 clusters Score -1206518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1206516.375000 Penalty: 4443.117188
	Iteration 31Q: 3 clusters Score -1206516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1206516.625000 Penalty: 4443.117188
	Iteration 32Q: 3 clusters Score -1206517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1206515.875000 Penalty: 4443.117188
	Iteration 33Q: 3 clusters Score -1206516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1206515.875000 Penalty: 4443.117188
	Iteration 34F: 3 clusters Score -1206516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68156.796875 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68156.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68540.539062 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68540.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68741.445312 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68741.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -68830.890625 Penalty: 3189.140869
	Iteration 3F: 3 clusters Score -68830.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68871.781250 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68871.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68919.273438 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68919.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68944.890625 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68944.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68960.296875 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -68960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68973.492188 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -68973.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68977.390625 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -68977.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68981.046875 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -68981.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68983.867188 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -68983.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68986.976562 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -68986.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68989.492188 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -68989.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68989.492188 Penalty: 3189.140869
	Iteration 14F: 3 clusters Score -68989.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -378908.531250 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -378908.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -376023.031250 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -376023 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -376574.468750 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -376574.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -376700.812500 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -376700.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -376754.875000 Penalty: 3862.747314
	Iteration 3Q: 3 clusters Score -376754.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -376797.625000 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -376797.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -376828.625000 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -376828.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -376855.812500 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -376855.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -376882.750000 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -376882.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -376901.906250 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -376901.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376917.187500 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -376917.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -376930.687500 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -376930.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -376939.968750 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -376940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376944.750000 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -376944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -376948.750000 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -376948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -376951.593750 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -376951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -376954.375000 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -376954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -376958.156250 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -376958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376960.000000 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -376960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -376963.937500 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -376963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -376970.093750 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -376970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -376974.875000 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -376974.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -376984.718750 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -376984.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -376992.531250 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -376992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -376997.875000 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -376997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -376999.718750 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -376999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -377002.468750 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -377002.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -377006.218750 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -377006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377008.250000 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -377008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -377009.531250 Penalty: 3862.747314
	Iteration 28Q: 3 clusters Score -377009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377010.343750 Penalty: 3862.747314
	Iteration 29Q: 3 clusters Score -377010.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377010.343750 Penalty: 3862.747314
	Iteration 30F: 3 clusters Score -377010.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120028.703125 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -120028.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120365.804688 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120365.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120541.882812 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120541.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120716.828125 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -120716.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120821.101562 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -120924.171875 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -120924.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -121005.429688 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -121005.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -121089.101562 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -121089.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -121163.109375 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -121163.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -121210.789062 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -121210.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -121259.531250 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -121259.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -121315.226562 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -121315.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121349.234375 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -121349.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -121375.445312 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -121375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -121379.140625 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -121379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121386.531250 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -121386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -121390.843750 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -121390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -121397.046875 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -121397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -121402.523438 Penalty: 3365.651611
	Iteration 18Q: 3 clusters Score -121402.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -121405.296875 Penalty: 3365.651611
	Iteration 19Q: 3 clusters Score -121405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -121408.539062 Penalty: 3365.651611
	Iteration 20F: 3 clusters Score -121408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -228550.796875 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228550.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -229042.609375 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -229042.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -229220.453125 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229220.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -229337.718750 Penalty: 3658.437500
	Iteration 3F: 3 clusters Score -229337.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -229413.140625 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229413.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -229502.843750 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229502.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -229579.515625 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229579.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -229665.796875 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229665.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -229747.468750 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229747.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -229798.125000 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229798.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -229838.437500 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229838.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -229855.031250 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -229867.640625 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -229873.062500 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -229874.078125 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -229877.562500 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -229881.703125 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -229884.453125 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -229884.453125 Penalty: 3658.437500
	Iteration 18F: 3 clusters Score -229884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109646 members 
Entering Unmasked Estep 
Score: -17280624.000000 Penalty: 2878.042969
	Iteration 0F: 2 clusters Score -1.728062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -17209364.000000 Penalty: 5756.085938
	Iteration 0F: 3 clusters Score -1.720936e+07 nChanged 52173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -17239164.000000 Penalty: 5756.085938
	Iteration 1F: 3 clusters Score -1.723916e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 49993 members 
Entering Unmasked Estep 
Score: -17240188.000000 Penalty: 5756.085938
	Iteration 2Q: 3 clusters Score -1.724019e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -17241580.000000 Penalty: 5756.085938
	Iteration 3Q: 3 clusters Score -1.724158e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -17243710.000000 Penalty: 5756.085938
	Iteration 4Q: 3 clusters Score -1.724371e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -17247038.000000 Penalty: 5756.085938
	Iteration 5F: 3 clusters Score -1.724704e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -17252624.000000 Penalty: 5756.085938
	Iteration 6F: 3 clusters Score -1.725262e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -17259920.000000 Penalty: 5756.085938
	Iteration 7F: 3 clusters Score -1.725992e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -17267868.000000 Penalty: 5756.085938
	Iteration 8F: 3 clusters Score -1.726787e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102395 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -17273364.000000 Penalty: 5756.085938
	Iteration 9F: 3 clusters Score -1.727336e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -17275918.000000 Penalty: 5756.085938
	Iteration 10Q: 3 clusters Score -1.727592e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107758 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -17277196.000000 Penalty: 5756.085938
	Iteration 11Q: 3 clusters Score -1.72772e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17277782.000000 Penalty: 5756.085938
	Iteration 12Q: 3 clusters Score -1.727778e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -17278002.000000 Penalty: 5756.085938
	Iteration 13Q: 3 clusters Score -1.7278e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -17278132.000000 Penalty: 5756.085938
	Iteration 14Q: 3 clusters Score -1.727813e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108972 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -17278190.000000 Penalty: 5756.085938
	Iteration 15Q: 3 clusters Score -1.727819e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -17278214.000000 Penalty: 5756.085938
	Iteration 16Q: 3 clusters Score -1.727821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109050 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -17278242.000000 Penalty: 5756.085938
	Iteration 17Q: 3 clusters Score -1.727824e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109078 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -17278264.000000 Penalty: 5756.085938
	Iteration 18Q: 3 clusters Score -1.727826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -17278280.000000 Penalty: 5756.085938
	Iteration 19Q: 3 clusters Score -1.727828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109112 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -17278300.000000 Penalty: 5756.085938
	Iteration 20F: 3 clusters Score -1.72783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -17278324.000000 Penalty: 5756.085938
	Iteration 21Q: 3 clusters Score -1.727832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -17278336.000000 Penalty: 5756.085938
	Iteration 22Q: 3 clusters Score -1.727834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -17278338.000000 Penalty: 5756.085938
	Iteration 23Q: 3 clusters Score -1.727834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -17278336.000000 Penalty: 5756.085938
	Iteration 24Q: 3 clusters Score -1.727834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -17278334.000000 Penalty: 5756.085938
	Iteration 25Q: 3 clusters Score -1.727833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -17278324.000000 Penalty: 5756.085938
	Iteration 26Q: 3 clusters Score -1.727832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109131 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -17278330.000000 Penalty: 5756.085938
	Iteration 27Q: 3 clusters Score -1.727833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -17278324.000000 Penalty: 5756.085938
	Iteration 28Q: 3 clusters Score -1.727832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109138 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -17278322.000000 Penalty: 5756.085938
	Iteration 29Q: 3 clusters Score -1.727832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17278322.000000 Penalty: 5756.085938
	Iteration 30Q: 3 clusters Score -1.727832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17278328.000000 Penalty: 5756.085938
	Iteration 31Q: 3 clusters Score -1.727833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17278328.000000 Penalty: 5756.085938
	Iteration 32Q: 3 clusters Score -1.727833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -17278328.000000 Penalty: 5756.085938
	Iteration 33F: 3 clusters Score -1.727833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -436537.000000 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -436537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -433326.218750 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -433326.2 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -433974.187500 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -433974.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -434115.656250 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -434115.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -434197.593750 Penalty: 3960.293457
	Iteration 3Q: 3 clusters Score -434197.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -434256.531250 Penalty: 3960.293457
	Iteration 4Q: 3 clusters Score -434256.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -434309.375000 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -434309.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -434350.687500 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -434350.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -434380.500000 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -434380.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -434408.343750 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -434408.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -434434.531250 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -434434.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -434456.187500 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -434456.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -434486.937500 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -434486.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -434516.156250 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -434516.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -434543.125000 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -434543.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -434570.343750 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -434570.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -434598.031250 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -434598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -434637.843750 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -434637.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -434674.375000 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -434674.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -434706.906250 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -434706.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -434750.718750 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -434750.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -434792.468750 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -434792.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -434822.156250 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -434822.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -434858.656250 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -434858.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -434905.812500 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -434905.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -434952.750000 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -434952.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -434985.531250 Penalty: 3960.293457
	Iteration 25Q: 3 clusters Score -434985.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -435012.687500 Penalty: 3960.293457
	Iteration 26Q: 3 clusters Score -435012.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -435034.218750 Penalty: 3960.293457
	Iteration 27Q: 3 clusters Score -435034.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -435053.468750 Penalty: 3960.293457
	Iteration 28Q: 3 clusters Score -435053.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -435070.875000 Penalty: 3960.293457
	Iteration 29Q: 3 clusters Score -435070.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -435086.093750 Penalty: 3960.293457
	Iteration 30Q: 3 clusters Score -435086.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -435101.343750 Penalty: 3960.293457
	Iteration 31Q: 3 clusters Score -435101.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -435116.843750 Penalty: 3960.293457
	Iteration 32Q: 3 clusters Score -435116.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -435134.187500 Penalty: 3960.293457
	Iteration 33Q: 3 clusters Score -435134.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -435143.375000 Penalty: 3960.293457
	Iteration 34Q: 3 clusters Score -435143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -435150.125000 Penalty: 3960.293457
	Iteration 35Q: 3 clusters Score -435150.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -435160.406250 Penalty: 3960.293457
	Iteration 36Q: 3 clusters Score -435160.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -435171.937500 Penalty: 3960.293457
	Iteration 37Q: 3 clusters Score -435171.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -435182.687500 Penalty: 3960.293457
	Iteration 38Q: 3 clusters Score -435182.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -435191.406250 Penalty: 3960.293457
	Iteration 39Q: 3 clusters Score -435191.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -435199.968750 Penalty: 3960.293457
	Iteration 40F: 3 clusters Score -435200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -435208.281250 Penalty: 3960.293457
	Iteration 41Q: 3 clusters Score -435208.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -435216.437500 Penalty: 3960.293457
	Iteration 42Q: 3 clusters Score -435216.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -435223.906250 Penalty: 3960.293457
	Iteration 43Q: 3 clusters Score -435223.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -435226.531250 Penalty: 3960.293457
	Iteration 44Q: 3 clusters Score -435226.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -435232.000000 Penalty: 3960.293457
	Iteration 45Q: 3 clusters Score -435232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -435236.687500 Penalty: 3960.293457
	Iteration 46Q: 3 clusters Score -435236.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -435243.750000 Penalty: 3960.293457
	Iteration 47Q: 3 clusters Score -435243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -435247.562500 Penalty: 3960.293457
	Iteration 48Q: 3 clusters Score -435247.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -435251.343750 Penalty: 3960.293457
	Iteration 49Q: 3 clusters Score -435251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -435252.500000 Penalty: 3960.293457
	Iteration 50Q: 3 clusters Score -435252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -435251.812500 Penalty: 3960.293457
	Iteration 51Q: 3 clusters Score -435251.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -435251.812500 Penalty: 3960.293457
	Iteration 52F: 3 clusters Score -435251.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (98755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Entering Unmasked Estep 
Score: -15591151.000000 Penalty: 2852.098633
	Iteration 0F: 2 clusters Score -1.559115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -15526303.000000 Penalty: 5704.197266
	Iteration 0F: 3 clusters Score -1.55263e+07 nChanged 46518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 50606 members 
Entering Unmasked Estep 
Score: -15552786.000000 Penalty: 5704.197266
	Iteration 1F: 3 clusters Score -1.555279e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -15553663.000000 Penalty: 5704.197266
	Iteration 2Q: 3 clusters Score -1.555366e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -15554732.000000 Penalty: 5704.197266
	Iteration 3Q: 3 clusters Score -1.555473e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -15556094.000000 Penalty: 5704.197266
	Iteration 4Q: 3 clusters Score -1.555609e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -15557815.000000 Penalty: 5704.197266
	Iteration 5Q: 3 clusters Score -1.555782e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -15559976.000000 Penalty: 5704.197266
	Iteration 6Q: 3 clusters Score -1.555998e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -15562455.000000 Penalty: 5704.197266
	Iteration 7Q: 3 clusters Score -1.556246e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -15564946.000000 Penalty: 5704.197266
	Iteration 8F: 3 clusters Score -1.556495e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -15567804.000000 Penalty: 5704.197266
	Iteration 9F: 3 clusters Score -1.55678e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -15570573.000000 Penalty: 5704.197266
	Iteration 10F: 3 clusters Score -1.557057e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -15573074.000000 Penalty: 5704.197266
	Iteration 11Q: 3 clusters Score -1.557307e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -15574877.000000 Penalty: 5704.197266
	Iteration 12Q: 3 clusters Score -1.557488e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -15576021.000000 Penalty: 5704.197266
	Iteration 13Q: 3 clusters Score -1.557602e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 64349 members 
Entering Unmasked Estep 
Score: -15576731.000000 Penalty: 5704.197266
	Iteration 14Q: 3 clusters Score -1.557673e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -15577138.000000 Penalty: 5704.197266
	Iteration 15Q: 3 clusters Score -1.557714e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 65866 members 
Entering Unmasked Estep 
Score: -15577379.000000 Penalty: 5704.197266
	Iteration 16Q: 3 clusters Score -1.557738e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -15577625.000000 Penalty: 5704.197266
	Iteration 17Q: 3 clusters Score -1.557762e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -15577882.000000 Penalty: 5704.197266
	Iteration 18Q: 3 clusters Score -1.557788e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -15578192.000000 Penalty: 5704.197266
	Iteration 19Q: 3 clusters Score -1.557819e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -15578370.000000 Penalty: 5704.197266
	Iteration 20F: 3 clusters Score -1.557837e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -15578741.000000 Penalty: 5704.197266
	Iteration 21Q: 3 clusters Score -1.557874e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -15579003.000000 Penalty: 5704.197266
	Iteration 22Q: 3 clusters Score -1.5579e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -15579315.000000 Penalty: 5704.197266
	Iteration 23Q: 3 clusters Score -1.557932e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -15579720.000000 Penalty: 5704.197266
	Iteration 24Q: 3 clusters Score -1.557972e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -15580068.000000 Penalty: 5704.197266
	Iteration 25Q: 3 clusters Score -1.558007e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -15580375.000000 Penalty: 5704.197266
	Iteration 26Q: 3 clusters Score -1.558038e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -15580720.000000 Penalty: 5704.197266
	Iteration 27Q: 3 clusters Score -1.558072e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -15581083.000000 Penalty: 5704.197266
	Iteration 28Q: 3 clusters Score -1.558108e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -15581460.000000 Penalty: 5704.197266
	Iteration 29Q: 3 clusters Score -1.558146e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -15581785.000000 Penalty: 5704.197266
	Iteration 30Q: 3 clusters Score -1.558178e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -15582096.000000 Penalty: 5704.197266
	Iteration 31Q: 3 clusters Score -1.55821e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -15582457.000000 Penalty: 5704.197266
	Iteration 32Q: 3 clusters Score -1.558246e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 82530 members 
Entering Unmasked Estep 
Score: -15582821.000000 Penalty: 5704.197266
	Iteration 33Q: 3 clusters Score -1.558282e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -15583270.000000 Penalty: 5704.197266
	Iteration 34Q: 3 clusters Score -1.558327e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -15583667.000000 Penalty: 5704.197266
	Iteration 35Q: 3 clusters Score -1.558367e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -15584014.000000 Penalty: 5704.197266
	Iteration 36Q: 3 clusters Score -1.558401e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -15584483.000000 Penalty: 5704.197266
	Iteration 37Q: 3 clusters Score -1.558448e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 87892 members 
Entering Unmasked Estep 
Score: -15584903.000000 Penalty: 5704.197266
	Iteration 38Q: 3 clusters Score -1.55849e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -15585301.000000 Penalty: 5704.197266
	Iteration 39Q: 3 clusters Score -1.55853e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 89968 members 
Entering Unmasked Estep 
Score: -15585677.000000 Penalty: 5704.197266
	Iteration 40F: 3 clusters Score -1.558568e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -15586029.000000 Penalty: 5704.197266
	Iteration 41Q: 3 clusters Score -1.558603e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 91835 members 
Entering Unmasked Estep 
Score: -15586478.000000 Penalty: 5704.197266
	Iteration 42Q: 3 clusters Score -1.558648e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -15586852.000000 Penalty: 5704.197266
	Iteration 43Q: 3 clusters Score -1.558685e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -15587169.000000 Penalty: 5704.197266
	Iteration 44Q: 3 clusters Score -1.558717e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -15587470.000000 Penalty: 5704.197266
	Iteration 45Q: 3 clusters Score -1.558747e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 94830 members 
Entering Unmasked Estep 
Score: -15587692.000000 Penalty: 5704.197266
	Iteration 46Q: 3 clusters Score -1.558769e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 95313 members 
Entering Unmasked Estep 
Score: -15587915.000000 Penalty: 5704.197266
	Iteration 47Q: 3 clusters Score -1.558792e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -15588060.000000 Penalty: 5704.197266
	Iteration 48Q: 3 clusters Score -1.558806e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -15588190.000000 Penalty: 5704.197266
	Iteration 49Q: 3 clusters Score -1.558819e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -15588332.000000 Penalty: 5704.197266
	Iteration 50Q: 3 clusters Score -1.558833e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -15588432.000000 Penalty: 5704.197266
	Iteration 51Q: 3 clusters Score -1.558843e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -15588481.000000 Penalty: 5704.197266
	Iteration 52Q: 3 clusters Score -1.558848e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -15588534.000000 Penalty: 5704.197266
	Iteration 53Q: 3 clusters Score -1.558853e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -15588595.000000 Penalty: 5704.197266
	Iteration 54Q: 3 clusters Score -1.55886e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 97092 members 
Entering Unmasked Estep 
Score: -15588634.000000 Penalty: 5704.197266
	Iteration 55Q: 3 clusters Score -1.558863e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 97157 members 
Entering Unmasked Estep 
Score: -15588651.000000 Penalty: 5704.197266
	Iteration 56Q: 3 clusters Score -1.558865e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
Score: -15588663.000000 Penalty: 5704.197266
	Iteration 57Q: 3 clusters Score -1.558866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -15588691.000000 Penalty: 5704.197266
	Iteration 58Q: 3 clusters Score -1.558869e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -15588725.000000 Penalty: 5704.197266
	Iteration 59Q: 3 clusters Score -1.558872e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -15588739.000000 Penalty: 5704.197266
	Iteration 60F: 3 clusters Score -1.558874e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -15588749.000000 Penalty: 5704.197266
	Iteration 61Q: 3 clusters Score -1.558875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -15588756.000000 Penalty: 5704.197266
	Iteration 62Q: 3 clusters Score -1.558876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -15588756.000000 Penalty: 5704.197266
	Iteration 63Q: 3 clusters Score -1.558876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 97458 members 
Entering Unmasked Estep 
Score: -15588777.000000 Penalty: 5704.197266
	Iteration 64Q: 3 clusters Score -1.558878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 97476 members 
Entering Unmasked Estep 
Score: -15588785.000000 Penalty: 5704.197266
	Iteration 65Q: 3 clusters Score -1.558878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -15588798.000000 Penalty: 5704.197266
	Iteration 66Q: 3 clusters Score -1.55888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -15588788.000000 Penalty: 5704.197266
	Iteration 67Q: 3 clusters Score -1.558879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -15588811.000000 Penalty: 5704.197266
	Iteration 68Q: 3 clusters Score -1.558881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -15588806.000000 Penalty: 5704.197266
	Iteration 69Q: 3 clusters Score -1.558881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -15588809.000000 Penalty: 5704.197266
	Iteration 70Q: 3 clusters Score -1.558881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -15588809.000000 Penalty: 5704.197266
	Iteration 71Q: 3 clusters Score -1.558881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -15588802.000000 Penalty: 5704.197266
	Iteration 72Q: 3 clusters Score -1.55888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -15588798.000000 Penalty: 5704.197266
	Iteration 73Q: 3 clusters Score -1.55888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -15588799.000000 Penalty: 5704.197266
	Iteration 74Q: 3 clusters Score -1.55888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -15588807.000000 Penalty: 5704.197266
	Iteration 75Q: 3 clusters Score -1.558881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 97562 members 
Entering Unmasked Estep 
Score: -15588798.000000 Penalty: 5704.197266
	Iteration 76Q: 3 clusters Score -1.55888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -15588796.000000 Penalty: 5704.197266
	Iteration 77Q: 3 clusters Score -1.55888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 97565 members 
Entering Unmasked Estep 
Score: -15588805.000000 Penalty: 5704.197266
	Iteration 78Q: 3 clusters Score -1.55888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 97566 members 
Entering Unmasked Estep 
Score: -15588796.000000 Penalty: 5704.197266
	Iteration 79Q: 3 clusters Score -1.55888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -15588802.000000 Penalty: 5704.197266
	Iteration 80F: 3 clusters Score -1.55888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 97569 members 
Entering Unmasked Estep 
Score: -15588808.000000 Penalty: 5704.197266
	Iteration 81Q: 3 clusters Score -1.558881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -15588794.000000 Penalty: 5704.197266
	Iteration 82Q: 3 clusters Score -1.558879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -15588803.000000 Penalty: 5704.197266
	Iteration 83Q: 3 clusters Score -1.55888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 97578 members 
Entering Unmasked Estep 
Score: -15588809.000000 Penalty: 5704.197266
	Iteration 84Q: 3 clusters Score -1.558881e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 97579 members 
Entering Unmasked Estep 
Score: -15588815.000000 Penalty: 5704.197266
	Iteration 85Q: 3 clusters Score -1.558882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 97580 members 
Entering Unmasked Estep 
Score: -15588815.000000 Penalty: 5704.197266
	Iteration 86Q: 3 clusters Score -1.558882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 97582 members 
Entering Unmasked Estep 
Score: -15588815.000000 Penalty: 5704.197266
	Iteration 87Q: 3 clusters Score -1.558882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -15588816.000000 Penalty: 5704.197266
	Iteration 88Q: 3 clusters Score -1.558882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 97585 members 
Entering Unmasked Estep 
Score: -15588816.000000 Penalty: 5704.197266
	Iteration 89F: 3 clusters Score -1.558882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73652.679688 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73652.68 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73891.179688 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73891.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73963.757812 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -73963.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73979.578125 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -73979.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73983.234375 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -73983.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73985.039062 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -73985.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73986.132812 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -73986.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73990.453125 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -73990.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73990.453125 Penalty: 3144.818115
	Iteration 8F: 3 clusters Score -73990.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Entering Unmasked Estep 
Score: -2417613.500000 Penalty: 2391.117676
	Iteration 0F: 2 clusters Score -2417614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2406510.500000 Penalty: 4782.235352
	Iteration 0F: 3 clusters Score -2406510 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2409979.250000 Penalty: 4782.235352
	Iteration 1F: 3 clusters Score -2409979 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2410313.000000 Penalty: 4782.235352
	Iteration 2F: 3 clusters Score -2410313 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2410584.000000 Penalty: 4782.235352
	Iteration 3Q: 3 clusters Score -2410584 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2410835.250000 Penalty: 4782.235352
	Iteration 4Q: 3 clusters Score -2410835 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2411135.500000 Penalty: 4782.235352
	Iteration 5Q: 3 clusters Score -2411136 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2411483.000000 Penalty: 4782.235352
	Iteration 6Q: 3 clusters Score -2411483 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2411925.250000 Penalty: 4782.235352
	Iteration 7Q: 3 clusters Score -2411925 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2412493.000000 Penalty: 4782.235352
	Iteration 8F: 3 clusters Score -2412493 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2413169.250000 Penalty: 4782.235352
	Iteration 9F: 3 clusters Score -2413169 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2413886.000000 Penalty: 4782.235352
	Iteration 10F: 3 clusters Score -2413886 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2414411.000000 Penalty: 4782.235352
	Iteration 11Q: 3 clusters Score -2414411 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2414807.250000 Penalty: 4782.235352
	Iteration 12Q: 3 clusters Score -2414807 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2415075.250000 Penalty: 4782.235352
	Iteration 13Q: 3 clusters Score -2415075 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2415267.750000 Penalty: 4782.235352
	Iteration 14Q: 3 clusters Score -2415268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2415389.500000 Penalty: 4782.235352
	Iteration 15Q: 3 clusters Score -2415390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2415484.000000 Penalty: 4782.235352
	Iteration 16Q: 3 clusters Score -2415484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2415523.250000 Penalty: 4782.235352
	Iteration 17Q: 3 clusters Score -2415523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2415545.000000 Penalty: 4782.235352
	Iteration 18Q: 3 clusters Score -2415545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2415571.000000 Penalty: 4782.235352
	Iteration 19Q: 3 clusters Score -2415571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2415602.500000 Penalty: 4782.235352
	Iteration 20F: 3 clusters Score -2415602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2415628.750000 Penalty: 4782.235352
	Iteration 21Q: 3 clusters Score -2415629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2415639.750000 Penalty: 4782.235352
	Iteration 22Q: 3 clusters Score -2415640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2415646.500000 Penalty: 4782.235352
	Iteration 23Q: 3 clusters Score -2415646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2415655.000000 Penalty: 4782.235352
	Iteration 24Q: 3 clusters Score -2415655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2415657.500000 Penalty: 4782.235352
	Iteration 25Q: 3 clusters Score -2415658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2415660.750000 Penalty: 4782.235352
	Iteration 26Q: 3 clusters Score -2415661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2415664.500000 Penalty: 4782.235352
	Iteration 27Q: 3 clusters Score -2415664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2415664.500000 Penalty: 4782.235352
	Iteration 28Q: 3 clusters Score -2415664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2415666.500000 Penalty: 4782.235352
	Iteration 29Q: 3 clusters Score -2415666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2415668.500000 Penalty: 4782.235352
	Iteration 30Q: 3 clusters Score -2415668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2415669.750000 Penalty: 4782.235352
	Iteration 31Q: 3 clusters Score -2415670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2415672.500000 Penalty: 4782.235352
	Iteration 32Q: 3 clusters Score -2415672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2415671.750000 Penalty: 4782.235352
	Iteration 33Q: 3 clusters Score -2415672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2415670.250000 Penalty: 4782.235352
	Iteration 34Q: 3 clusters Score -2415670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2415670.250000 Penalty: 4782.235352
	Iteration 35F: 3 clusters Score -2415670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -429403.156250 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -429403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -426224.875000 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -426224.9 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -426901.281250 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -426901.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -427081.000000 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -427081 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -427190.843750 Penalty: 3952.973145
	Iteration 3Q: 3 clusters Score -427190.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -427278.000000 Penalty: 3952.973145
	Iteration 4Q: 3 clusters Score -427278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -427365.656250 Penalty: 3952.973145
	Iteration 5Q: 3 clusters Score -427365.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -427448.468750 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -427448.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -427532.406250 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -427532.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -427602.812500 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -427602.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -427670.187500 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -427670.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -427730.968750 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -427731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -427778.593750 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -427778.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -427823.843750 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -427823.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -427870.125000 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -427870.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -427898.781250 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -427898.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -427920.156250 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -427920.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -427939.468750 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -427939.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -427965.062500 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -427965.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -428002.156250 Penalty: 3952.973145
	Iteration 18Q: 3 clusters Score -428002.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -428048.187500 Penalty: 3952.973145
	Iteration 19Q: 3 clusters Score -428048.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -428093.531250 Penalty: 3952.973145
	Iteration 20F: 3 clusters Score -428093.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -428137.375000 Penalty: 3952.973145
	Iteration 21Q: 3 clusters Score -428137.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -428173.718750 Penalty: 3952.973145
	Iteration 22Q: 3 clusters Score -428173.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -428210.593750 Penalty: 3952.973145
	Iteration 23Q: 3 clusters Score -428210.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -428267.437500 Penalty: 3952.973145
	Iteration 24Q: 3 clusters Score -428267.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -428342.000000 Penalty: 3952.973145
	Iteration 25Q: 3 clusters Score -428342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -428453.312500 Penalty: 3952.973145
	Iteration 26Q: 3 clusters Score -428453.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -428604.343750 Penalty: 3952.973145
	Iteration 27Q: 3 clusters Score -428604.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -428713.906250 Penalty: 3952.973145
	Iteration 28Q: 3 clusters Score -428713.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -428820.343750 Penalty: 3952.973145
	Iteration 29Q: 3 clusters Score -428820.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -428931.406250 Penalty: 3952.973145
	Iteration 30Q: 3 clusters Score -428931.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -428987.343750 Penalty: 3952.973145
	Iteration 31Q: 3 clusters Score -428987.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -429031.437500 Penalty: 3952.973145
	Iteration 32Q: 3 clusters Score -429031.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -429055.031250 Penalty: 3952.973145
	Iteration 33Q: 3 clusters Score -429055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -429070.281250 Penalty: 3952.973145
	Iteration 34Q: 3 clusters Score -429070.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -429078.218750 Penalty: 3952.973145
	Iteration 35Q: 3 clusters Score -429078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -429080.281250 Penalty: 3952.973145
	Iteration 36Q: 3 clusters Score -429080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -429082.718750 Penalty: 3952.973145
	Iteration 37Q: 3 clusters Score -429082.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -429083.187500 Penalty: 3952.973145
	Iteration 38Q: 3 clusters Score -429083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -429083.687500 Penalty: 3952.973145
	Iteration 39Q: 3 clusters Score -429083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -429083.906250 Penalty: 3952.973145
	Iteration 40F: 3 clusters Score -429083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -429085.281250 Penalty: 3952.973145
	Iteration 41Q: 3 clusters Score -429085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -429084.906250 Penalty: 3952.973145
	Iteration 42Q: 3 clusters Score -429084.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -429084.906250 Penalty: 3952.973145
	Iteration 43F: 3 clusters Score -429084.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Entering Unmasked Estep 
Score: -4334983.000000 Penalty: 2540.199951
	Iteration 0F: 2 clusters Score -4334983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -4315568.000000 Penalty: 5080.399902
	Iteration 0F: 3 clusters Score -4315568 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -4322317.000000 Penalty: 5080.399902
	Iteration 1F: 3 clusters Score -4322317 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4322797.500000 Penalty: 5080.399902
	Iteration 2F: 3 clusters Score -4322798 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -4323222.500000 Penalty: 5080.399902
	Iteration 3Q: 3 clusters Score -4323222 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4323600.500000 Penalty: 5080.399902
	Iteration 4Q: 3 clusters Score -4323600 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4323951.000000 Penalty: 5080.399902
	Iteration 5Q: 3 clusters Score -4323951 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -4324247.500000 Penalty: 5080.399902
	Iteration 6Q: 3 clusters Score -4324248 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4324575.000000 Penalty: 5080.399902
	Iteration 7Q: 3 clusters Score -4324575 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -4324874.500000 Penalty: 5080.399902
	Iteration 8Q: 3 clusters Score -4324874 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -4325180.000000 Penalty: 5080.399902
	Iteration 9Q: 3 clusters Score -4325180 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4325479.500000 Penalty: 5080.399902
	Iteration 10Q: 3 clusters Score -4325480 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4325775.500000 Penalty: 5080.399902
	Iteration 11Q: 3 clusters Score -4325776 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4326036.000000 Penalty: 5080.399902
	Iteration 12Q: 3 clusters Score -4326036 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4326325.000000 Penalty: 5080.399902
	Iteration 13Q: 3 clusters Score -4326325 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4326586.000000 Penalty: 5080.399902
	Iteration 14Q: 3 clusters Score -4326586 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4326892.500000 Penalty: 5080.399902
	Iteration 15Q: 3 clusters Score -4326892 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4327115.500000 Penalty: 5080.399902
	Iteration 16Q: 3 clusters Score -4327116 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4327306.000000 Penalty: 5080.399902
	Iteration 17Q: 3 clusters Score -4327306 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4327527.500000 Penalty: 5080.399902
	Iteration 18Q: 3 clusters Score -4327528 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -4327709.500000 Penalty: 5080.399902
	Iteration 19Q: 3 clusters Score -4327710 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -4327904.000000 Penalty: 5080.399902
	Iteration 20F: 3 clusters Score -4327904 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4328106.500000 Penalty: 5080.399902
	Iteration 21Q: 3 clusters Score -4328106 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -4328356.000000 Penalty: 5080.399902
	Iteration 22Q: 3 clusters Score -4328356 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4328580.500000 Penalty: 5080.399902
	Iteration 23Q: 3 clusters Score -4328580 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4328767.500000 Penalty: 5080.399902
	Iteration 24Q: 3 clusters Score -4328768 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4328895.000000 Penalty: 5080.399902
	Iteration 25Q: 3 clusters Score -4328895 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4328973.500000 Penalty: 5080.399902
	Iteration 26Q: 3 clusters Score -4328974 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4329032.000000 Penalty: 5080.399902
	Iteration 27Q: 3 clusters Score -4329032 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4329088.000000 Penalty: 5080.399902
	Iteration 28Q: 3 clusters Score -4329088 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4329125.000000 Penalty: 5080.399902
	Iteration 29Q: 3 clusters Score -4329125 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -4329157.000000 Penalty: 5080.399902
	Iteration 30Q: 3 clusters Score -4329157 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -4329209.000000 Penalty: 5080.399902
	Iteration 31Q: 3 clusters Score -4329209 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -4329262.000000 Penalty: 5080.399902
	Iteration 32Q: 3 clusters Score -4329262 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4329288.000000 Penalty: 5080.399902
	Iteration 33Q: 3 clusters Score -4329288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4329312.000000 Penalty: 5080.399902
	Iteration 34Q: 3 clusters Score -4329312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4329320.000000 Penalty: 5080.399902
	Iteration 35Q: 3 clusters Score -4329320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4329347.000000 Penalty: 5080.399902
	Iteration 36Q: 3 clusters Score -4329347 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4329379.000000 Penalty: 5080.399902
	Iteration 37Q: 3 clusters Score -4329379 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4329395.500000 Penalty: 5080.399902
	Iteration 38Q: 3 clusters Score -4329396 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4329421.000000 Penalty: 5080.399902
	Iteration 39Q: 3 clusters Score -4329421 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4329458.500000 Penalty: 5080.399902
	Iteration 40F: 3 clusters Score -4329458 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -4329498.500000 Penalty: 5080.399902
	Iteration 41Q: 3 clusters Score -4329498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4329510.500000 Penalty: 5080.399902
	Iteration 42Q: 3 clusters Score -4329510 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4329539.500000 Penalty: 5080.399902
	Iteration 43Q: 3 clusters Score -4329540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -4329555.500000 Penalty: 5080.399902
	Iteration 44Q: 3 clusters Score -4329556 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -4329574.000000 Penalty: 5080.399902
	Iteration 45Q: 3 clusters Score -4329574 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -4329600.500000 Penalty: 5080.399902
	Iteration 46Q: 3 clusters Score -4329600 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -4329630.000000 Penalty: 5080.399902
	Iteration 47Q: 3 clusters Score -4329630 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -4329652.500000 Penalty: 5080.399902
	Iteration 48Q: 3 clusters Score -4329652 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -4329687.500000 Penalty: 5080.399902
	Iteration 49Q: 3 clusters Score -4329688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4329702.000000 Penalty: 5080.399902
	Iteration 50Q: 3 clusters Score -4329702 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4329735.000000 Penalty: 5080.399902
	Iteration 51Q: 3 clusters Score -4329735 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4329756.000000 Penalty: 5080.399902
	Iteration 52Q: 3 clusters Score -4329756 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4329770.000000 Penalty: 5080.399902
	Iteration 53Q: 3 clusters Score -4329770 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4329803.000000 Penalty: 5080.399902
	Iteration 54Q: 3 clusters Score -4329803 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4329837.000000 Penalty: 5080.399902
	Iteration 55Q: 3 clusters Score -4329837 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4329891.500000 Penalty: 5080.399902
	Iteration 56Q: 3 clusters Score -4329892 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4329925.000000 Penalty: 5080.399902
	Iteration 57Q: 3 clusters Score -4329925 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4329993.500000 Penalty: 5080.399902
	Iteration 58Q: 3 clusters Score -4329994 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4330076.500000 Penalty: 5080.399902
	Iteration 59Q: 3 clusters Score -4330076 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -4330148.000000 Penalty: 5080.399902
	Iteration 60F: 3 clusters Score -4330148 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -4330228.000000 Penalty: 5080.399902
	Iteration 61Q: 3 clusters Score -4330228 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -4330291.000000 Penalty: 5080.399902
	Iteration 62Q: 3 clusters Score -4330291 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -4330345.500000 Penalty: 5080.399902
	Iteration 63Q: 3 clusters Score -4330346 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4330388.000000 Penalty: 5080.399902
	Iteration 64Q: 3 clusters Score -4330388 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4330472.000000 Penalty: 5080.399902
	Iteration 65Q: 3 clusters Score -4330472 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -4330531.000000 Penalty: 5080.399902
	Iteration 66Q: 3 clusters Score -4330531 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4330611.000000 Penalty: 5080.399902
	Iteration 67Q: 3 clusters Score -4330611 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -4330686.000000 Penalty: 5080.399902
	Iteration 68Q: 3 clusters Score -4330686 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -4330783.500000 Penalty: 5080.399902
	Iteration 69Q: 3 clusters Score -4330784 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -4330878.000000 Penalty: 5080.399902
	Iteration 70Q: 3 clusters Score -4330878 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4330980.500000 Penalty: 5080.399902
	Iteration 71Q: 3 clusters Score -4330980 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4331066.000000 Penalty: 5080.399902
	Iteration 72Q: 3 clusters Score -4331066 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4331190.500000 Penalty: 5080.399902
	Iteration 73Q: 3 clusters Score -4331190 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4331328.500000 Penalty: 5080.399902
	Iteration 74Q: 3 clusters Score -4331328 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -4331470.500000 Penalty: 5080.399902
	Iteration 75Q: 3 clusters Score -4331470 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -4331604.500000 Penalty: 5080.399902
	Iteration 76Q: 3 clusters Score -4331604 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -4331707.000000 Penalty: 5080.399902
	Iteration 77Q: 3 clusters Score -4331707 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4331807.000000 Penalty: 5080.399902
	Iteration 78Q: 3 clusters Score -4331807 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4331927.500000 Penalty: 5080.399902
	Iteration 79Q: 3 clusters Score -4331928 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4332040.500000 Penalty: 5080.399902
	Iteration 80F: 3 clusters Score -4332040 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4332122.000000 Penalty: 5080.399902
	Iteration 81Q: 3 clusters Score -4332122 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4332219.000000 Penalty: 5080.399902
	Iteration 82Q: 3 clusters Score -4332219 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4332271.000000 Penalty: 5080.399902
	Iteration 83Q: 3 clusters Score -4332271 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4332338.500000 Penalty: 5080.399902
	Iteration 84Q: 3 clusters Score -4332338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4332396.000000 Penalty: 5080.399902
	Iteration 85Q: 3 clusters Score -4332396 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4332450.000000 Penalty: 5080.399902
	Iteration 86Q: 3 clusters Score -4332450 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4332498.000000 Penalty: 5080.399902
	Iteration 87Q: 3 clusters Score -4332498 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4332546.000000 Penalty: 5080.399902
	Iteration 88Q: 3 clusters Score -4332546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4332620.000000 Penalty: 5080.399902
	Iteration 89Q: 3 clusters Score -4332620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4332660.000000 Penalty: 5080.399902
	Iteration 90Q: 3 clusters Score -4332660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4332689.500000 Penalty: 5080.399902
	Iteration 91Q: 3 clusters Score -4332690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4332701.500000 Penalty: 5080.399902
	Iteration 92Q: 3 clusters Score -4332702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4332731.000000 Penalty: 5080.399902
	Iteration 93Q: 3 clusters Score -4332731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4332749.500000 Penalty: 5080.399902
	Iteration 94Q: 3 clusters Score -4332750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4332756.500000 Penalty: 5080.399902
	Iteration 95Q: 3 clusters Score -4332756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4332768.500000 Penalty: 5080.399902
	Iteration 96Q: 3 clusters Score -4332768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4332782.500000 Penalty: 5080.399902
	Iteration 97Q: 3 clusters Score -4332782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4332794.000000 Penalty: 5080.399902
	Iteration 98Q: 3 clusters Score -4332794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4332801.500000 Penalty: 5080.399902
	Iteration 99Q: 3 clusters Score -4332802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4332811.000000 Penalty: 5080.399902
	Iteration 100F: 3 clusters Score -4332811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4332805.500000 Penalty: 5080.399902
	Iteration 101Q: 3 clusters Score -4332806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4332810.000000 Penalty: 5080.399902
	Iteration 102Q: 3 clusters Score -4332810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4332817.000000 Penalty: 5080.399902
	Iteration 103Q: 3 clusters Score -4332817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4332815.500000 Penalty: 5080.399902
	Iteration 104Q: 3 clusters Score -4332816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4332817.500000 Penalty: 5080.399902
	Iteration 105Q: 3 clusters Score -4332818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4332817.500000 Penalty: 5080.399902
	Iteration 106F: 3 clusters Score -4332818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Entering Unmasked Estep 
Score: -4538280.500000 Penalty: 2545.339844
	Iteration 0F: 2 clusters Score -4538280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4518583.000000 Penalty: 5090.679688
	Iteration 0F: 3 clusters Score -4518583 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4525728.500000 Penalty: 5090.679688
	Iteration 1F: 3 clusters Score -4525728 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -4526235.500000 Penalty: 5090.679688
	Iteration 2Q: 3 clusters Score -4526236 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4526700.500000 Penalty: 5090.679688
	Iteration 3Q: 3 clusters Score -4526700 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -4527136.500000 Penalty: 5090.679688
	Iteration 4Q: 3 clusters Score -4527136 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4527542.000000 Penalty: 5090.679688
	Iteration 5Q: 3 clusters Score -4527542 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -4527992.500000 Penalty: 5090.679688
	Iteration 6Q: 3 clusters Score -4527992 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4528452.500000 Penalty: 5090.679688
	Iteration 7Q: 3 clusters Score -4528452 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -4529065.000000 Penalty: 5090.679688
	Iteration 8Q: 3 clusters Score -4529065 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4529735.500000 Penalty: 5090.679688
	Iteration 9Q: 3 clusters Score -4529736 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4530463.500000 Penalty: 5090.679688
	Iteration 10Q: 3 clusters Score -4530464 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4531232.500000 Penalty: 5090.679688
	Iteration 11Q: 3 clusters Score -4531232 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -4531932.500000 Penalty: 5090.679688
	Iteration 12Q: 3 clusters Score -4531932 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4532447.000000 Penalty: 5090.679688
	Iteration 13Q: 3 clusters Score -4532447 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4532793.500000 Penalty: 5090.679688
	Iteration 14Q: 3 clusters Score -4532794 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4533023.000000 Penalty: 5090.679688
	Iteration 15Q: 3 clusters Score -4533023 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -4533244.000000 Penalty: 5090.679688
	Iteration 16Q: 3 clusters Score -4533244 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4533474.500000 Penalty: 5090.679688
	Iteration 17Q: 3 clusters Score -4533474 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -4533684.000000 Penalty: 5090.679688
	Iteration 18Q: 3 clusters Score -4533684 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4533900.500000 Penalty: 5090.679688
	Iteration 19Q: 3 clusters Score -4533900 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -4534110.500000 Penalty: 5090.679688
	Iteration 20F: 3 clusters Score -4534110 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4534343.500000 Penalty: 5090.679688
	Iteration 21Q: 3 clusters Score -4534344 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -4534546.000000 Penalty: 5090.679688
	Iteration 22Q: 3 clusters Score -4534546 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -4534765.500000 Penalty: 5090.679688
	Iteration 23Q: 3 clusters Score -4534766 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4534984.500000 Penalty: 5090.679688
	Iteration 24Q: 3 clusters Score -4534984 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -4535185.000000 Penalty: 5090.679688
	Iteration 25Q: 3 clusters Score -4535185 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4535366.000000 Penalty: 5090.679688
	Iteration 26Q: 3 clusters Score -4535366 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -4535525.000000 Penalty: 5090.679688
	Iteration 27Q: 3 clusters Score -4535525 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -4535669.500000 Penalty: 5090.679688
	Iteration 28Q: 3 clusters Score -4535670 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4535770.000000 Penalty: 5090.679688
	Iteration 29Q: 3 clusters Score -4535770 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4535871.500000 Penalty: 5090.679688
	Iteration 30Q: 3 clusters Score -4535872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4535925.500000 Penalty: 5090.679688
	Iteration 31Q: 3 clusters Score -4535926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4535967.000000 Penalty: 5090.679688
	Iteration 32Q: 3 clusters Score -4535967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -4536027.500000 Penalty: 5090.679688
	Iteration 33Q: 3 clusters Score -4536028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4536067.000000 Penalty: 5090.679688
	Iteration 34Q: 3 clusters Score -4536067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -4536106.000000 Penalty: 5090.679688
	Iteration 35Q: 3 clusters Score -4536106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -4536132.500000 Penalty: 5090.679688
	Iteration 36Q: 3 clusters Score -4536132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4536142.500000 Penalty: 5090.679688
	Iteration 37Q: 3 clusters Score -4536142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -4536159.000000 Penalty: 5090.679688
	Iteration 38Q: 3 clusters Score -4536159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4536168.000000 Penalty: 5090.679688
	Iteration 39Q: 3 clusters Score -4536168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -4536176.000000 Penalty: 5090.679688
	Iteration 40F: 3 clusters Score -4536176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4536179.000000 Penalty: 5090.679688
	Iteration 41Q: 3 clusters Score -4536179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -4536184.500000 Penalty: 5090.679688
	Iteration 42Q: 3 clusters Score -4536184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4536199.000000 Penalty: 5090.679688
	Iteration 43Q: 3 clusters Score -4536199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -4536209.500000 Penalty: 5090.679688
	Iteration 44Q: 3 clusters Score -4536210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4536214.000000 Penalty: 5090.679688
	Iteration 45Q: 3 clusters Score -4536214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4536219.000000 Penalty: 5090.679688
	Iteration 46Q: 3 clusters Score -4536219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -4536224.500000 Penalty: 5090.679688
	Iteration 47Q: 3 clusters Score -4536224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4536232.000000 Penalty: 5090.679688
	Iteration 48Q: 3 clusters Score -4536232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4536237.500000 Penalty: 5090.679688
	Iteration 49Q: 3 clusters Score -4536238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4536244.500000 Penalty: 5090.679688
	Iteration 50Q: 3 clusters Score -4536244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4536256.500000 Penalty: 5090.679688
	Iteration 51Q: 3 clusters Score -4536256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -4536265.000000 Penalty: 5090.679688
	Iteration 52Q: 3 clusters Score -4536265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4536261.000000 Penalty: 5090.679688
	Iteration 53Q: 3 clusters Score -4536261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -4536267.500000 Penalty: 5090.679688
	Iteration 54Q: 3 clusters Score -4536268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -4536270.000000 Penalty: 5090.679688
	Iteration 55Q: 3 clusters Score -4536270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -4536270.000000 Penalty: 5090.679688
	Iteration 56Q: 3 clusters Score -4536270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4536266.000000 Penalty: 5090.679688
	Iteration 57Q: 3 clusters Score -4536266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -4536268.000000 Penalty: 5090.679688
	Iteration 58Q: 3 clusters Score -4536268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4536269.000000 Penalty: 5090.679688
	Iteration 59Q: 3 clusters Score -4536269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4536269.000000 Penalty: 5090.679688
	Iteration 60F: 3 clusters Score -4536269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11815.282227 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11815.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12125.774414 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -12125.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12184.621094 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -12184.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12222.227539 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12222.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12264.500977 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12283.009766 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -12283.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12295.164062 Penalty: 2607.717773
	Iteration 6Q: 3 clusters Score -12295.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12295.164062 Penalty: 2607.717773
	Iteration 7F: 3 clusters Score -12295.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Entering Unmasked Estep 
Score: -1103357.875000 Penalty: 2211.958008
	Iteration 0F: 2 clusters Score -1103358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1097315.375000 Penalty: 4423.916016
	Iteration 0F: 3 clusters Score -1097315 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1099049.125000 Penalty: 4423.916016
	Iteration 1F: 3 clusters Score -1099049 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1099405.625000 Penalty: 4423.916016
	Iteration 2F: 3 clusters Score -1099406 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1099672.750000 Penalty: 4423.916016
	Iteration 3F: 3 clusters Score -1099673 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1099883.375000 Penalty: 4423.916016
	Iteration 4Q: 3 clusters Score -1099883 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1100059.750000 Penalty: 4423.916016
	Iteration 5Q: 3 clusters Score -1100060 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1100247.125000 Penalty: 4423.916016
	Iteration 6Q: 3 clusters Score -1100247 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1100436.875000 Penalty: 4423.916016
	Iteration 7Q: 3 clusters Score -1100437 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1100620.875000 Penalty: 4423.916016
	Iteration 8Q: 3 clusters Score -1100621 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1100803.500000 Penalty: 4423.916016
	Iteration 9Q: 3 clusters Score -1100804 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1100993.625000 Penalty: 4423.916016
	Iteration 10Q: 3 clusters Score -1100994 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1101185.875000 Penalty: 4423.916016
	Iteration 11Q: 3 clusters Score -1101186 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1101333.875000 Penalty: 4423.916016
	Iteration 12Q: 3 clusters Score -1101334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1101429.625000 Penalty: 4423.916016
	Iteration 13Q: 3 clusters Score -1101430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1101490.375000 Penalty: 4423.916016
	Iteration 14Q: 3 clusters Score -1101490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1101543.000000 Penalty: 4423.916016
	Iteration 15Q: 3 clusters Score -1101543 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1101582.125000 Penalty: 4423.916016
	Iteration 16Q: 3 clusters Score -1101582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1101616.875000 Penalty: 4423.916016
	Iteration 17Q: 3 clusters Score -1101617 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1101650.250000 Penalty: 4423.916016
	Iteration 18Q: 3 clusters Score -1101650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1101683.250000 Penalty: 4423.916016
	Iteration 19Q: 3 clusters Score -1101683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1101707.750000 Penalty: 4423.916016
	Iteration 20F: 3 clusters Score -1101708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1101722.125000 Penalty: 4423.916016
	Iteration 21Q: 3 clusters Score -1101722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1101733.750000 Penalty: 4423.916016
	Iteration 22Q: 3 clusters Score -1101734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1101743.625000 Penalty: 4423.916016
	Iteration 23Q: 3 clusters Score -1101744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1101753.375000 Penalty: 4423.916016
	Iteration 24Q: 3 clusters Score -1101753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1101757.000000 Penalty: 4423.916016
	Iteration 25Q: 3 clusters Score -1101757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1101762.625000 Penalty: 4423.916016
	Iteration 26Q: 3 clusters Score -1101763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1101770.125000 Penalty: 4423.916016
	Iteration 27Q: 3 clusters Score -1101770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1101773.500000 Penalty: 4423.916016
	Iteration 28Q: 3 clusters Score -1101774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1101780.875000 Penalty: 4423.916016
	Iteration 29Q: 3 clusters Score -1101781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1101788.500000 Penalty: 4423.916016
	Iteration 30Q: 3 clusters Score -1101788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1101800.375000 Penalty: 4423.916016
	Iteration 31Q: 3 clusters Score -1101800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1101808.250000 Penalty: 4423.916016
	Iteration 32Q: 3 clusters Score -1101808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1101809.500000 Penalty: 4423.916016
	Iteration 33Q: 3 clusters Score -1101810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1101809.875000 Penalty: 4423.916016
	Iteration 34Q: 3 clusters Score -1101810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1101814.625000 Penalty: 4423.916016
	Iteration 35Q: 3 clusters Score -1101815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1101816.250000 Penalty: 4423.916016
	Iteration 36Q: 3 clusters Score -1101816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1101815.750000 Penalty: 4423.916016
	Iteration 37Q: 3 clusters Score -1101816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1101817.250000 Penalty: 4423.916016
	Iteration 38Q: 3 clusters Score -1101817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1101816.000000 Penalty: 4423.916016
	Iteration 39Q: 3 clusters Score -1101816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1101816.000000 Penalty: 4423.916016
	Iteration 40F: 3 clusters Score -1101816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -115889.968750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -115890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -114104.203125 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -114104.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -114408.359375 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -114408.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114503.421875 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -114503.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114559.757812 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -114559.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114624.671875 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -114624.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114672.851562 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -114672.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114706.882812 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -114706.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -114741.820312 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -114741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -114796.101562 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -114796.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114912.632812 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -114912.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -115018.312500 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -115018.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115049.031250 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -115049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115069.312500 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -115069.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115094.437500 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -115094.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115115.820312 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -115115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -115130.531250 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -115130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -115149.601562 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -115149.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115175.453125 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -115175.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115201.148438 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -115201.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -115230.687500 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -115230.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -115258.867188 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -115258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115283.437500 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -115283.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115310.757812 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -115310.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -115361.343750 Penalty: 3330.830322
	Iteration 23Q: 3 clusters Score -115361.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -115419.617188 Penalty: 3330.830322
	Iteration 24Q: 3 clusters Score -115419.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115434.281250 Penalty: 3330.830322
	Iteration 25Q: 3 clusters Score -115434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -115446.953125 Penalty: 3330.830322
	Iteration 26Q: 3 clusters Score -115447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -115465.906250 Penalty: 3330.830322
	Iteration 27Q: 3 clusters Score -115465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115479.734375 Penalty: 3330.830322
	Iteration 28Q: 3 clusters Score -115479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115486.687500 Penalty: 3330.830322
	Iteration 29Q: 3 clusters Score -115486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115487.484375 Penalty: 3330.830322
	Iteration 30Q: 3 clusters Score -115487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -115487.484375 Penalty: 3330.830322
	Iteration 31F: 3 clusters Score -115487.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34689.144531 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34689.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34813.687500 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34813.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34838.734375 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34838.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34861.667969 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -34861.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34887.148438 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -34887.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34888.839844 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -34888.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34888.839844 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -34888.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37224.152344 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37224.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37355.804688 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37372.601562 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37372.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37386.882812 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37386.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37395.578125 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37395.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37398.578125 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37398.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37398.578125 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -37398.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17785.664062 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17785.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18105.472656 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -18105.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18185.279297 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18185.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18209.443359 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -18209.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18228.349609 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18228.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18245.919922 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -18245.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18274.496094 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -18274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18306.474609 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -18306.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18341.208984 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -18341.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18368.375000 Penalty: 2699.439209
	Iteration 9Q: 3 clusters Score -18368.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18372.802734 Penalty: 2699.439209
	Iteration 10Q: 3 clusters Score -18372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18373.921875 Penalty: 2699.439209
	Iteration 11F: 3 clusters Score -18373.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18379.632812 Penalty: 2699.439209
	Iteration 12Q: 3 clusters Score -18379.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18379.632812 Penalty: 2699.439209
	Iteration 13F: 3 clusters Score -18379.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -31857.376953 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -31857.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30648.609375 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -30648.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30706.517578 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -30706.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30718.851562 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -30718.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30744.298828 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30766.896484 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -30766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30770.589844 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -30770.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30775.701172 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -30775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30775.701172 Penalty: 2699.439209
	Iteration 7F: 3 clusters Score -30775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126145 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10313 members 
Mstep: Class 14 contains 12310 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34571 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98755 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28078 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 124812.671875
Iteration 239Q: 39 clusters Score -8.672318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126138 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 12309 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34570 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109645 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98757 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15393 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28082 members 
Mstep: Class 31 contains 28668 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 124812.671875
Iteration 240F: 39 clusters Score -8.672322e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 126139 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34569 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7770 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98762 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15394 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28083 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 124812.671875
Iteration 241Q: 39 clusters Score -8.672326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13976 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 126138 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34568 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98759 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28086 members 
Mstep: Class 31 contains 28668 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 124812.671875
Iteration 242Q: 39 clusters Score -8.672326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13974 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 126129 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10312 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34566 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7772 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109645 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98760 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28088 members 
Mstep: Class 31 contains 28670 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 124812.671875
Iteration 243Q: 39 clusters Score -8.672321e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13973 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 126128 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10310 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34565 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109643 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98762 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28092 members 
Mstep: Class 31 contains 28670 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723216.000000 Penalty: 124812.671875
Iteration 244Q: 39 clusters Score -8.672322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13973 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 126127 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10310 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7774 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109642 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98763 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28093 members 
Mstep: Class 31 contains 28670 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723264.000000 Penalty: 124812.671875
Iteration 245Q: 39 clusters Score -8.672326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13973 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 126128 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24408 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10309 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109643 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 98766 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28092 members 
Mstep: Class 31 contains 28670 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723304.000000 Penalty: 124812.671875
Iteration 246Q: 39 clusters Score -8.67233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13972 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 126132 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24407 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10307 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109639 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 98765 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28090 members 
Mstep: Class 31 contains 28672 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 124812.671875
Iteration 247Q: 39 clusters Score -8.672326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13972 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 126127 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7777 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109642 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98767 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28090 members 
Mstep: Class 31 contains 28672 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723320.000000 Penalty: 124812.671875
Iteration 248Q: 39 clusters Score -8.672332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 126133 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24406 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109644 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98762 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28673 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 124812.671875
Iteration 249Q: 39 clusters Score -8.672327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 126130 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24404 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109647 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98762 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28677 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 124812.671875
Iteration 250Q: 39 clusters Score -8.672326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126130 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24405 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109642 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98764 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 124812.671875
Iteration 251Q: 39 clusters Score -8.672327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126135 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24403 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109638 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98765 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 252Q: 39 clusters Score -8.672329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126137 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24403 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109637 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98764 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723264.000000 Penalty: 124812.671875
Iteration 253Q: 39 clusters Score -8.672326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126139 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24403 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109637 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98761 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 124812.671875
Iteration 254Q: 39 clusters Score -8.67233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126140 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24403 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109639 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98759 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 255Q: 39 clusters Score -8.672329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126140 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109644 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98757 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28677 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 256Q: 39 clusters Score -8.672329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126139 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24400 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109644 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98755 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28681 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 124812.671875
Iteration 257Q: 39 clusters Score -8.67233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126142 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24400 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98754 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28682 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723304.000000 Penalty: 124812.671875
Iteration 258Q: 39 clusters Score -8.67233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126138 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109645 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98754 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28681 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 124812.671875
Iteration 259Q: 39 clusters Score -8.67233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126137 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24402 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109645 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98757 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28088 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 124812.671875
Iteration 260F: 39 clusters Score -8.672326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126133 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24403 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109644 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98759 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28088 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 124812.671875
Iteration 261Q: 39 clusters Score -8.672327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126130 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24407 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98760 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28089 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723352.000000 Penalty: 124812.671875
Iteration 262Q: 39 clusters Score -8.672335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126124 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24408 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98762 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28093 members 
Mstep: Class 31 contains 28678 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723336.000000 Penalty: 124812.671875
Iteration 263Q: 39 clusters Score -8.672334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126117 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24408 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109645 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98764 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28093 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723328.000000 Penalty: 124812.671875
Iteration 264Q: 39 clusters Score -8.672333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126118 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24407 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109642 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98764 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28094 members 
Mstep: Class 31 contains 28681 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 265Q: 39 clusters Score -8.672331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126119 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24405 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109642 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98762 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28096 members 
Mstep: Class 31 contains 28681 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723328.000000 Penalty: 124812.671875
Iteration 266Q: 39 clusters Score -8.672333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126112 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24406 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34560 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109640 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98762 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28102 members 
Mstep: Class 31 contains 28681 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723264.000000 Penalty: 124812.671875
Iteration 267Q: 39 clusters Score -8.672326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126113 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24407 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109631 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98764 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28104 members 
Mstep: Class 31 contains 28682 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723248.000000 Penalty: 124812.671875
Iteration 268Q: 39 clusters Score -8.672325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6877 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126111 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24408 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109626 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98770 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28106 members 
Mstep: Class 31 contains 28680 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723200.000000 Penalty: 124812.671875
Iteration 269Q: 39 clusters Score -8.67232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126114 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109617 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98771 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28108 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 124812.671875
Iteration 270Q: 39 clusters Score -8.672316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126107 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109615 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98776 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723152.000000 Penalty: 124812.671875
Iteration 271Q: 39 clusters Score -8.672315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6879 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126107 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109609 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98781 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723168.000000 Penalty: 124812.671875
Iteration 272Q: 39 clusters Score -8.672317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6880 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126110 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109600 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98787 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 124812.671875
Iteration 273Q: 39 clusters Score -8.672318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6880 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126116 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24409 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109588 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98794 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 274Q: 39 clusters Score -8.672314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6880 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126113 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109582 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98805 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28679 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723152.000000 Penalty: 124812.671875
Iteration 275Q: 39 clusters Score -8.672315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6880 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126113 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109577 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98812 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28676 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 276Q: 39 clusters Score -8.672314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6881 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126114 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109565 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98820 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28677 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 124812.671875
Iteration 277Q: 39 clusters Score -8.672316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6882 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126114 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109561 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98827 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28109 members 
Mstep: Class 31 contains 28675 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723152.000000 Penalty: 124812.671875
Iteration 278Q: 39 clusters Score -8.672315e+07 nChanged 32
Entering ConstructFrom: 
Score: -86723152.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -109737.789062 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -109737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107999.601562 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -107999.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108571.023438 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -108571 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -108881.859375 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -108881.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -109041.632812 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -109041.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -109173.585938 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -109173.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -109252.921875 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -109252.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109300.976562 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -109301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109328.093750 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -109328.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109366.406250 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -109366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -109374.101562 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -109374.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -109380.812500 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -109380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -109400.218750 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -109400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -109403.546875 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -109403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -109404.453125 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -109404.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -109410.812500 Penalty: 3358.311768
	Iteration 14F: 3 clusters Score -109410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -109419.640625 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -109419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -109430.187500 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -109430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -109442.710938 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -109442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -109446.132812 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -109446.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -109447.148438 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -109447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -109449.093750 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -109449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -109452.835938 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -109452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -109454.140625 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -109454.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109456.750000 Penalty: 3358.311768
	Iteration 23Q: 3 clusters Score -109456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -109456.750000 Penalty: 3358.311768
	Iteration 24F: 3 clusters Score -109456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -358279.437500 Penalty: 1930.032715
	Iteration 0F: 2 clusters Score -358279.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -355422.968750 Penalty: 3860.065430
	Iteration 0F: 3 clusters Score -355423 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -355974.687500 Penalty: 3860.065430
	Iteration 1F: 3 clusters Score -355974.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -356100.562500 Penalty: 3860.065430
	Iteration 2F: 3 clusters Score -356100.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -356183.468750 Penalty: 3860.065430
	Iteration 3Q: 3 clusters Score -356183.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -356258.437500 Penalty: 3860.065430
	Iteration 4Q: 3 clusters Score -356258.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -356328.375000 Penalty: 3860.065430
	Iteration 5Q: 3 clusters Score -356328.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -356402.562500 Penalty: 3860.065430
	Iteration 6Q: 3 clusters Score -356402.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -356460.750000 Penalty: 3860.065430
	Iteration 7Q: 3 clusters Score -356460.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -356512.375000 Penalty: 3860.065430
	Iteration 8Q: 3 clusters Score -356512.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -356571.750000 Penalty: 3860.065430
	Iteration 9Q: 3 clusters Score -356571.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -356638.687500 Penalty: 3860.065430
	Iteration 10Q: 3 clusters Score -356638.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -356701.500000 Penalty: 3860.065430
	Iteration 11Q: 3 clusters Score -356701.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -356775.156250 Penalty: 3860.065430
	Iteration 12Q: 3 clusters Score -356775.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -356822.625000 Penalty: 3860.065430
	Iteration 13Q: 3 clusters Score -356822.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -356863.906250 Penalty: 3860.065430
	Iteration 14Q: 3 clusters Score -356863.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -356908.500000 Penalty: 3860.065430
	Iteration 15Q: 3 clusters Score -356908.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -356958.656250 Penalty: 3860.065430
	Iteration 16Q: 3 clusters Score -356958.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -357011.343750 Penalty: 3860.065430
	Iteration 17Q: 3 clusters Score -357011.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -357061.562500 Penalty: 3860.065430
	Iteration 18Q: 3 clusters Score -357061.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -357106.218750 Penalty: 3860.065430
	Iteration 19Q: 3 clusters Score -357106.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -357152.000000 Penalty: 3860.065430
	Iteration 20F: 3 clusters Score -357152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -357189.875000 Penalty: 3860.065430
	Iteration 21Q: 3 clusters Score -357189.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -357218.968750 Penalty: 3860.065430
	Iteration 22Q: 3 clusters Score -357219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -357243.531250 Penalty: 3860.065430
	Iteration 23Q: 3 clusters Score -357243.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -357261.437500 Penalty: 3860.065430
	Iteration 24Q: 3 clusters Score -357261.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -357274.812500 Penalty: 3860.065430
	Iteration 25Q: 3 clusters Score -357274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -357288.625000 Penalty: 3860.065430
	Iteration 26Q: 3 clusters Score -357288.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -357307.218750 Penalty: 3860.065430
	Iteration 27Q: 3 clusters Score -357307.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -357322.281250 Penalty: 3860.065430
	Iteration 28Q: 3 clusters Score -357322.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -357336.125000 Penalty: 3860.065430
	Iteration 29Q: 3 clusters Score -357336.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -357346.875000 Penalty: 3860.065430
	Iteration 30Q: 3 clusters Score -357346.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -357356.625000 Penalty: 3860.065430
	Iteration 31Q: 3 clusters Score -357356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -357362.750000 Penalty: 3860.065430
	Iteration 32Q: 3 clusters Score -357362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -357368.718750 Penalty: 3860.065430
	Iteration 33Q: 3 clusters Score -357368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -357370.531250 Penalty: 3860.065430
	Iteration 34Q: 3 clusters Score -357370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -357371.468750 Penalty: 3860.065430
	Iteration 35Q: 3 clusters Score -357371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -357372.687500 Penalty: 3860.065430
	Iteration 36Q: 3 clusters Score -357372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -357374.812500 Penalty: 3860.065430
	Iteration 37Q: 3 clusters Score -357374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -357375.843750 Penalty: 3860.065430
	Iteration 38Q: 3 clusters Score -357375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -357376.375000 Penalty: 3860.065430
	Iteration 39Q: 3 clusters Score -357376.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -357376.812500 Penalty: 3860.065430
	Iteration 40F: 3 clusters Score -357376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -357378.000000 Penalty: 3860.065430
	Iteration 41Q: 3 clusters Score -357378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -357378.687500 Penalty: 3860.065430
	Iteration 42Q: 3 clusters Score -357378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -357380.375000 Penalty: 3860.065430
	Iteration 43Q: 3 clusters Score -357380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -357381.406250 Penalty: 3860.065430
	Iteration 44Q: 3 clusters Score -357381.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -357381.406250 Penalty: 3860.065430
	Iteration 45F: 3 clusters Score -357381.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Entering Unmasked Estep 
Score: -2194660.000000 Penalty: 2367.095215
	Iteration 0F: 2 clusters Score -2194660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2184475.250000 Penalty: 4734.190430
	Iteration 0F: 3 clusters Score -2184475 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2188084.000000 Penalty: 4734.190430
	Iteration 1F: 3 clusters Score -2188084 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2189020.250000 Penalty: 4734.190430
	Iteration 2F: 3 clusters Score -2189020 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2189890.500000 Penalty: 4734.190430
	Iteration 3F: 3 clusters Score -2189890 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2190656.750000 Penalty: 4734.190430
	Iteration 4F: 3 clusters Score -2190657 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2191294.500000 Penalty: 4734.190430
	Iteration 5F: 3 clusters Score -2191294 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2191815.500000 Penalty: 4734.190430
	Iteration 6F: 3 clusters Score -2191816 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2192276.500000 Penalty: 4734.190430
	Iteration 7Q: 3 clusters Score -2192276 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2192689.000000 Penalty: 4734.190430
	Iteration 8Q: 3 clusters Score -2192689 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2193035.750000 Penalty: 4734.190430
	Iteration 9Q: 3 clusters Score -2193036 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2193325.000000 Penalty: 4734.190430
	Iteration 10Q: 3 clusters Score -2193325 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2193548.500000 Penalty: 4734.190430
	Iteration 11Q: 3 clusters Score -2193548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2193695.250000 Penalty: 4734.190430
	Iteration 12Q: 3 clusters Score -2193695 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2193764.000000 Penalty: 4734.190430
	Iteration 13Q: 3 clusters Score -2193764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2193808.500000 Penalty: 4734.190430
	Iteration 14Q: 3 clusters Score -2193808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2193839.500000 Penalty: 4734.190430
	Iteration 15Q: 3 clusters Score -2193840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2193862.750000 Penalty: 4734.190430
	Iteration 16Q: 3 clusters Score -2193863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2193878.500000 Penalty: 4734.190430
	Iteration 17Q: 3 clusters Score -2193878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2193886.750000 Penalty: 4734.190430
	Iteration 18Q: 3 clusters Score -2193887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2193895.000000 Penalty: 4734.190430
	Iteration 19Q: 3 clusters Score -2193895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2193896.500000 Penalty: 4734.190430
	Iteration 20F: 3 clusters Score -2193896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2193904.500000 Penalty: 4734.190430
	Iteration 21Q: 3 clusters Score -2193904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2193908.000000 Penalty: 4734.190430
	Iteration 22Q: 3 clusters Score -2193908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2193911.000000 Penalty: 4734.190430
	Iteration 23Q: 3 clusters Score -2193911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2193911.500000 Penalty: 4734.190430
	Iteration 24Q: 3 clusters Score -2193912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2193912.250000 Penalty: 4734.190430
	Iteration 25Q: 3 clusters Score -2193912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2193913.500000 Penalty: 4734.190430
	Iteration 26Q: 3 clusters Score -2193914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2193910.500000 Penalty: 4734.190430
	Iteration 27Q: 3 clusters Score -2193910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2193914.750000 Penalty: 4734.190430
	Iteration 28Q: 3 clusters Score -2193915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2193913.500000 Penalty: 4734.190430
	Iteration 29Q: 3 clusters Score -2193914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2193917.250000 Penalty: 4734.190430
	Iteration 30Q: 3 clusters Score -2193917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2193915.750000 Penalty: 4734.190430
	Iteration 31Q: 3 clusters Score -2193916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2193916.250000 Penalty: 4734.190430
	Iteration 32Q: 3 clusters Score -2193916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2193916.250000 Penalty: 4734.190430
	Iteration 33F: 3 clusters Score -2193916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Entering Unmasked Estep 
Score: -1029838.375000 Penalty: 2191.528809
	Iteration 0F: 2 clusters Score -1029838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1024155.625000 Penalty: 4383.057617
	Iteration 0F: 3 clusters Score -1024156 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1025631.312500 Penalty: 4383.057617
	Iteration 1F: 3 clusters Score -1025631 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1025890.125000 Penalty: 4383.057617
	Iteration 2F: 3 clusters Score -1025890 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1026077.125000 Penalty: 4383.057617
	Iteration 3F: 3 clusters Score -1026077 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1026242.062500 Penalty: 4383.057617
	Iteration 4Q: 3 clusters Score -1026242 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1026405.062500 Penalty: 4383.057617
	Iteration 5Q: 3 clusters Score -1026405 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1026580.000000 Penalty: 4383.057617
	Iteration 6Q: 3 clusters Score -1026580 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1026798.812500 Penalty: 4383.057617
	Iteration 7Q: 3 clusters Score -1026799 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1026987.187500 Penalty: 4383.057617
	Iteration 8Q: 3 clusters Score -1026987 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1027145.375000 Penalty: 4383.057617
	Iteration 9Q: 3 clusters Score -1027145 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1027274.437500 Penalty: 4383.057617
	Iteration 10Q: 3 clusters Score -1027274 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1027398.625000 Penalty: 4383.057617
	Iteration 11Q: 3 clusters Score -1027399 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1027540.875000 Penalty: 4383.057617
	Iteration 12Q: 3 clusters Score -1027541 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1027641.125000 Penalty: 4383.057617
	Iteration 13Q: 3 clusters Score -1027641 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1027768.562500 Penalty: 4383.057617
	Iteration 14Q: 3 clusters Score -1027769 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1027891.500000 Penalty: 4383.057617
	Iteration 15Q: 3 clusters Score -1027892 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1028023.250000 Penalty: 4383.057617
	Iteration 16Q: 3 clusters Score -1028023 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1028168.250000 Penalty: 4383.057617
	Iteration 17Q: 3 clusters Score -1028168 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1028313.437500 Penalty: 4383.057617
	Iteration 18Q: 3 clusters Score -1028313 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1028467.937500 Penalty: 4383.057617
	Iteration 19Q: 3 clusters Score -1028468 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1028659.187500 Penalty: 4383.057617
	Iteration 20F: 3 clusters Score -1028659 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1028866.562500 Penalty: 4383.057617
	Iteration 21Q: 3 clusters Score -1028867 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1029046.375000 Penalty: 4383.057617
	Iteration 22Q: 3 clusters Score -1029046 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1029232.125000 Penalty: 4383.057617
	Iteration 23Q: 3 clusters Score -1029232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1029411.750000 Penalty: 4383.057617
	Iteration 24Q: 3 clusters Score -1029412 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1029557.437500 Penalty: 4383.057617
	Iteration 25Q: 3 clusters Score -1029557 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1029663.125000 Penalty: 4383.057617
	Iteration 26Q: 3 clusters Score -1029663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1029739.625000 Penalty: 4383.057617
	Iteration 27Q: 3 clusters Score -1029740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1029786.500000 Penalty: 4383.057617
	Iteration 28Q: 3 clusters Score -1029786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1029821.812500 Penalty: 4383.057617
	Iteration 29Q: 3 clusters Score -1029822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1029849.812500 Penalty: 4383.057617
	Iteration 30Q: 3 clusters Score -1029850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1029868.250000 Penalty: 4383.057617
	Iteration 31Q: 3 clusters Score -1029868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1029877.562500 Penalty: 4383.057617
	Iteration 32Q: 3 clusters Score -1029878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1029884.125000 Penalty: 4383.057617
	Iteration 33Q: 3 clusters Score -1029884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1029885.000000 Penalty: 4383.057617
	Iteration 34Q: 3 clusters Score -1029885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1029884.312500 Penalty: 4383.057617
	Iteration 35Q: 3 clusters Score -1029884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1029885.687500 Penalty: 4383.057617
	Iteration 36Q: 3 clusters Score -1029886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1029886.312500 Penalty: 4383.057617
	Iteration 37Q: 3 clusters Score -1029886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1029886.312500 Penalty: 4383.057617
	Iteration 38F: 3 clusters Score -1029886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 5770 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126116 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109559 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98829 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28109 members 
Mstep: Class 31 contains 28672 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 1113 members 
Entering Unmasked Estep 
Score: -86722024.000000 Penalty: 128097.218750
Splitting cluster 4 changes total score from -86723152.000000 to -86722024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67968.414062 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67968.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66610.820312 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -66610.82 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67046.726562 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -67046.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67370.203125 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -67370.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -67624.375000 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -67624.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -67935.335938 Penalty: 3094.208984
	Iteration 4F: 3 clusters Score -67935.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -68296.937500 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -68296.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -68431.460938 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -68431.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -68589.757812 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -68589.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68687.914062 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -68687.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -68733.210938 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -68733.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68735.601562 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -68735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -68744.796875 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -68744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -68761.570312 Penalty: 3094.208984
	Iteration 12F: 3 clusters Score -68761.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -68888.296875 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -68888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -68888.296875 Penalty: 3094.208984
	Iteration 14F: 3 clusters Score -68888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 361 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126116 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109559 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98829 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28109 members 
Mstep: Class 31 contains 28672 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 151 members 
Entering Unmasked Estep 
Score: -86722376.000000 Penalty: 128097.218750
Splitting cluster 5 changes total score from -86723152.000000 to -86722376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -228949.515625 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228949.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229422.484375 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229422.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229632.609375 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229632.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -229751.265625 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -229751.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229857.203125 Penalty: 3664.303711
	Iteration 4Q: 3 clusters Score -229857.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -229935.437500 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -229935.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229991.265625 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -229991.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -230040.046875 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -230040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230092.828125 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230092.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -230127.359375 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230127.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -230157.281250 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230157.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -230182.250000 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230182.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -230196.484375 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230196.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -230213.500000 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230213.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -230235.125000 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -230235.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -230259.015625 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -230259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -230294.421875 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -230294.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -230344.546875 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -230344.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -230376.921875 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -230376.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -230396.984375 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -230397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -230409.468750 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -230409.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -230415.578125 Penalty: 3664.303711
	Iteration 21Q: 3 clusters Score -230415.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230422.796875 Penalty: 3664.303711
	Iteration 22Q: 3 clusters Score -230422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -230431.921875 Penalty: 3664.303711
	Iteration 23Q: 3 clusters Score -230431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -230451.750000 Penalty: 3664.303711
	Iteration 24Q: 3 clusters Score -230451.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -230510.953125 Penalty: 3664.303711
	Iteration 25Q: 3 clusters Score -230511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -230579.828125 Penalty: 3664.303711
	Iteration 26Q: 3 clusters Score -230579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -230656.578125 Penalty: 3664.303711
	Iteration 27Q: 3 clusters Score -230656.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -230736.187500 Penalty: 3664.303711
	Iteration 28Q: 3 clusters Score -230736.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -230812.078125 Penalty: 3664.303711
	Iteration 29Q: 3 clusters Score -230812.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -230854.546875 Penalty: 3664.303711
	Iteration 30Q: 3 clusters Score -230854.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -230876.890625 Penalty: 3664.303711
	Iteration 31Q: 3 clusters Score -230876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -230893.859375 Penalty: 3664.303711
	Iteration 32Q: 3 clusters Score -230893.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -230903.250000 Penalty: 3664.303711
	Iteration 33Q: 3 clusters Score -230903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -230914.890625 Penalty: 3664.303711
	Iteration 34Q: 3 clusters Score -230914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -230925.640625 Penalty: 3664.303711
	Iteration 35Q: 3 clusters Score -230925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -230927.437500 Penalty: 3664.303711
	Iteration 36Q: 3 clusters Score -230927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -230928.437500 Penalty: 3664.303711
	Iteration 37Q: 3 clusters Score -230928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -230928.781250 Penalty: 3664.303711
	Iteration 38Q: 3 clusters Score -230928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -230928.781250 Penalty: 3664.303711
	Iteration 39F: 3 clusters Score -230928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78337.007812 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78337.01 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78580.734375 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78580.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78700.585938 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78700.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78753.296875 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78753.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78790.070312 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78790.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78803.414062 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78803.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78813.218750 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78813.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78830.093750 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -78830.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78844.640625 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -78844.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78854.132812 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -78854.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78863.562500 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -78863.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78872.882812 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -78872.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78883.960938 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -78883.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78899.265625 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -78899.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78905.515625 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -78905.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78909.953125 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -78909.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78917.898438 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -78917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78924.039062 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -78924.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78927.468750 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -78927.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78929.656250 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -78929.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78932.148438 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -78932.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -116180.593750 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -116180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114439.664062 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -114439.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -114715.031250 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -114715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -114796.375000 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -114796.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -114884.773438 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -114884.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -114985.734375 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -114985.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115105.882812 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -115105.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -115219.226562 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -115219.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -115334.937500 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -115334.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -115442.789062 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -115442.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -115549.632812 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -115549.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -115623.570312 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -115623.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -115741.304688 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -115741.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -115824.984375 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -115825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -115912.070312 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -115912.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115948.351562 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -115948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -115957.390625 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -115957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -115969.375000 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -115969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -115975.320312 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -115975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115976.453125 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -115976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -115977.750000 Penalty: 3299.179688
	Iteration 19F: 3 clusters Score -115977.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -115980.953125 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -115981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Entering Unmasked Estep 
Score: -19823394.000000 Penalty: 2912.749268
	Iteration 0F: 2 clusters Score -1.982339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -19742410.000000 Penalty: 5825.498535
	Iteration 0F: 3 clusters Score -1.974241e+07 nChanged 60008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -19777698.000000 Penalty: 5825.498535
	Iteration 1F: 3 clusters Score -1.97777e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67052 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -19778824.000000 Penalty: 5825.498535
	Iteration 2Q: 3 clusters Score -1.977882e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -19780574.000000 Penalty: 5825.498535
	Iteration 3Q: 3 clusters Score -1.978057e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -19783322.000000 Penalty: 5825.498535
	Iteration 4Q: 3 clusters Score -1.978332e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -19786850.000000 Penalty: 5825.498535
	Iteration 5Q: 3 clusters Score -1.978685e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80862 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -19791502.000000 Penalty: 5825.498535
	Iteration 6F: 3 clusters Score -1.97915e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -19796886.000000 Penalty: 5825.498535
	Iteration 7F: 3 clusters Score -1.979689e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91309 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -19802708.000000 Penalty: 5825.498535
	Iteration 8F: 3 clusters Score -1.980271e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -19807010.000000 Penalty: 5825.498535
	Iteration 9F: 3 clusters Score -1.980701e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -19809986.000000 Penalty: 5825.498535
	Iteration 10Q: 3 clusters Score -1.980999e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -19812002.000000 Penalty: 5825.498535
	Iteration 11Q: 3 clusters Score -1.9812e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -19813354.000000 Penalty: 5825.498535
	Iteration 12Q: 3 clusters Score -1.981335e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109006 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -19814630.000000 Penalty: 5825.498535
	Iteration 13Q: 3 clusters Score -1.981463e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111416 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -19815624.000000 Penalty: 5825.498535
	Iteration 14Q: 3 clusters Score -1.981562e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113551 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -19816474.000000 Penalty: 5825.498535
	Iteration 15Q: 3 clusters Score -1.981647e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115479 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -19817148.000000 Penalty: 5825.498535
	Iteration 16Q: 3 clusters Score -1.981715e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117229 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -19817892.000000 Penalty: 5825.498535
	Iteration 17Q: 3 clusters Score -1.981789e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118732 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -19818508.000000 Penalty: 5825.498535
	Iteration 18Q: 3 clusters Score -1.981851e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119993 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -19818920.000000 Penalty: 5825.498535
	Iteration 19Q: 3 clusters Score -1.981892e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121014 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -19819310.000000 Penalty: 5825.498535
	Iteration 20F: 3 clusters Score -1.981931e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121861 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -19819556.000000 Penalty: 5825.498535
	Iteration 21Q: 3 clusters Score -1.981956e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122531 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -19819752.000000 Penalty: 5825.498535
	Iteration 22Q: 3 clusters Score -1.981975e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -19820092.000000 Penalty: 5825.498535
	Iteration 23Q: 3 clusters Score -1.982009e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -19820314.000000 Penalty: 5825.498535
	Iteration 24Q: 3 clusters Score -1.982031e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123843 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -19820448.000000 Penalty: 5825.498535
	Iteration 25Q: 3 clusters Score -1.982045e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124116 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -19820532.000000 Penalty: 5825.498535
	Iteration 26Q: 3 clusters Score -1.982053e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124318 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -19820702.000000 Penalty: 5825.498535
	Iteration 27Q: 3 clusters Score -1.98207e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124464 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -19820778.000000 Penalty: 5825.498535
	Iteration 28Q: 3 clusters Score -1.982078e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -19820852.000000 Penalty: 5825.498535
	Iteration 29Q: 3 clusters Score -1.982085e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124691 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -19820900.000000 Penalty: 5825.498535
	Iteration 30Q: 3 clusters Score -1.98209e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124777 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19820952.000000 Penalty: 5825.498535
	Iteration 31Q: 3 clusters Score -1.982095e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124846 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19820968.000000 Penalty: 5825.498535
	Iteration 32Q: 3 clusters Score -1.982097e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124897 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -19821004.000000 Penalty: 5825.498535
	Iteration 33Q: 3 clusters Score -1.9821e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124935 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19821032.000000 Penalty: 5825.498535
	Iteration 34Q: 3 clusters Score -1.982103e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124967 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -19821068.000000 Penalty: 5825.498535
	Iteration 35Q: 3 clusters Score -1.982107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124989 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19821072.000000 Penalty: 5825.498535
	Iteration 36Q: 3 clusters Score -1.982107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125005 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -19821058.000000 Penalty: 5825.498535
	Iteration 37Q: 3 clusters Score -1.982106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125022 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -19821082.000000 Penalty: 5825.498535
	Iteration 38Q: 3 clusters Score -1.982108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125036 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -19821090.000000 Penalty: 5825.498535
	Iteration 39Q: 3 clusters Score -1.982109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125048 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -19821068.000000 Penalty: 5825.498535
	Iteration 40F: 3 clusters Score -1.982107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125054 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -19821090.000000 Penalty: 5825.498535
	Iteration 41Q: 3 clusters Score -1.982109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125062 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19821068.000000 Penalty: 5825.498535
	Iteration 42Q: 3 clusters Score -1.982107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19821062.000000 Penalty: 5825.498535
	Iteration 43Q: 3 clusters Score -1.982106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125077 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19821072.000000 Penalty: 5825.498535
	Iteration 44Q: 3 clusters Score -1.982107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125081 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19821076.000000 Penalty: 5825.498535
	Iteration 45Q: 3 clusters Score -1.982108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125086 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19821074.000000 Penalty: 5825.498535
	Iteration 46Q: 3 clusters Score -1.982107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125088 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19821078.000000 Penalty: 5825.498535
	Iteration 47Q: 3 clusters Score -1.982108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125095 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -19821074.000000 Penalty: 5825.498535
	Iteration 48Q: 3 clusters Score -1.982107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19821090.000000 Penalty: 5825.498535
	Iteration 49Q: 3 clusters Score -1.982109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19821090.000000 Penalty: 5825.498535
	Iteration 50Q: 3 clusters Score -1.982109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125117 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19821100.000000 Penalty: 5825.498535
	Iteration 51Q: 3 clusters Score -1.98211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125121 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19821094.000000 Penalty: 5825.498535
	Iteration 52Q: 3 clusters Score -1.982109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19821088.000000 Penalty: 5825.498535
	Iteration 53Q: 3 clusters Score -1.982109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -19821090.000000 Penalty: 5825.498535
	Iteration 54Q: 3 clusters Score -1.982109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125131 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19821100.000000 Penalty: 5825.498535
	Iteration 55Q: 3 clusters Score -1.98211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125131 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19821100.000000 Penalty: 5825.498535
	Iteration 56Q: 3 clusters Score -1.98211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19821096.000000 Penalty: 5825.498535
	Iteration 57Q: 3 clusters Score -1.98211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19821096.000000 Penalty: 5825.498535
	Iteration 58F: 3 clusters Score -1.98211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -1329331.750000 Penalty: 2254.901611
	Iteration 0F: 2 clusters Score -1329332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1322461.125000 Penalty: 4509.803223
	Iteration 0F: 3 clusters Score -1322461 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1324441.875000 Penalty: 4509.803223
	Iteration 1F: 3 clusters Score -1324442 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1324799.375000 Penalty: 4509.803223
	Iteration 2F: 3 clusters Score -1324799 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1325084.625000 Penalty: 4509.803223
	Iteration 3F: 3 clusters Score -1325085 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1325337.000000 Penalty: 4509.803223
	Iteration 4Q: 3 clusters Score -1325337 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1325563.750000 Penalty: 4509.803223
	Iteration 5Q: 3 clusters Score -1325564 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1325790.875000 Penalty: 4509.803223
	Iteration 6Q: 3 clusters Score -1325791 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1326082.500000 Penalty: 4509.803223
	Iteration 7Q: 3 clusters Score -1326082 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1326400.375000 Penalty: 4509.803223
	Iteration 8F: 3 clusters Score -1326400 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1326689.875000 Penalty: 4509.803223
	Iteration 9Q: 3 clusters Score -1326690 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1326947.250000 Penalty: 4509.803223
	Iteration 10Q: 3 clusters Score -1326947 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1327168.250000 Penalty: 4509.803223
	Iteration 11Q: 3 clusters Score -1327168 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1327332.250000 Penalty: 4509.803223
	Iteration 12Q: 3 clusters Score -1327332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1327438.125000 Penalty: 4509.803223
	Iteration 13Q: 3 clusters Score -1327438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1327543.625000 Penalty: 4509.803223
	Iteration 14Q: 3 clusters Score -1327544 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1327620.250000 Penalty: 4509.803223
	Iteration 15Q: 3 clusters Score -1327620 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1327689.625000 Penalty: 4509.803223
	Iteration 16Q: 3 clusters Score -1327690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1327752.125000 Penalty: 4509.803223
	Iteration 17Q: 3 clusters Score -1327752 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1327796.125000 Penalty: 4509.803223
	Iteration 18Q: 3 clusters Score -1327796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1327827.750000 Penalty: 4509.803223
	Iteration 19Q: 3 clusters Score -1327828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1327856.750000 Penalty: 4509.803223
	Iteration 20F: 3 clusters Score -1327857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1327886.500000 Penalty: 4509.803223
	Iteration 21Q: 3 clusters Score -1327886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1327901.125000 Penalty: 4509.803223
	Iteration 22Q: 3 clusters Score -1327901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1327921.000000 Penalty: 4509.803223
	Iteration 23Q: 3 clusters Score -1327921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1327931.375000 Penalty: 4509.803223
	Iteration 24Q: 3 clusters Score -1327931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1327935.375000 Penalty: 4509.803223
	Iteration 25Q: 3 clusters Score -1327935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1327939.750000 Penalty: 4509.803223
	Iteration 26Q: 3 clusters Score -1327940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1327945.375000 Penalty: 4509.803223
	Iteration 27Q: 3 clusters Score -1327945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1327949.750000 Penalty: 4509.803223
	Iteration 28Q: 3 clusters Score -1327950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1327954.125000 Penalty: 4509.803223
	Iteration 29Q: 3 clusters Score -1327954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1327959.250000 Penalty: 4509.803223
	Iteration 30Q: 3 clusters Score -1327959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1327960.375000 Penalty: 4509.803223
	Iteration 31Q: 3 clusters Score -1327960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1327962.500000 Penalty: 4509.803223
	Iteration 32Q: 3 clusters Score -1327962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1327965.000000 Penalty: 4509.803223
	Iteration 33Q: 3 clusters Score -1327965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1327966.375000 Penalty: 4509.803223
	Iteration 34Q: 3 clusters Score -1327966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1327970.125000 Penalty: 4509.803223
	Iteration 35Q: 3 clusters Score -1327970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1327970.125000 Penalty: 4509.803223
	Iteration 36F: 3 clusters Score -1327970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Entering Unmasked Estep 
Score: -3877294.000000 Penalty: 2505.481445
	Iteration 0F: 2 clusters Score -3877294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3860494.750000 Penalty: 5010.962891
	Iteration 0F: 3 clusters Score -3860495 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3866386.250000 Penalty: 5010.962891
	Iteration 1F: 3 clusters Score -3866386 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3867054.000000 Penalty: 5010.962891
	Iteration 2F: 3 clusters Score -3867054 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3867913.500000 Penalty: 5010.962891
	Iteration 3F: 3 clusters Score -3867914 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3869248.000000 Penalty: 5010.962891
	Iteration 4F: 3 clusters Score -3869248 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3870900.250000 Penalty: 5010.962891
	Iteration 5F: 3 clusters Score -3870900 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3872632.000000 Penalty: 5010.962891
	Iteration 6F: 3 clusters Score -3872632 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3874118.750000 Penalty: 5010.962891
	Iteration 7F: 3 clusters Score -3874119 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3875153.750000 Penalty: 5010.962891
	Iteration 8Q: 3 clusters Score -3875154 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3875722.750000 Penalty: 5010.962891
	Iteration 9Q: 3 clusters Score -3875723 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3876038.000000 Penalty: 5010.962891
	Iteration 10Q: 3 clusters Score -3876038 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3876197.750000 Penalty: 5010.962891
	Iteration 11Q: 3 clusters Score -3876198 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3876293.000000 Penalty: 5010.962891
	Iteration 12Q: 3 clusters Score -3876293 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3876353.250000 Penalty: 5010.962891
	Iteration 13Q: 3 clusters Score -3876353 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3876383.500000 Penalty: 5010.962891
	Iteration 14Q: 3 clusters Score -3876384 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3876428.250000 Penalty: 5010.962891
	Iteration 15Q: 3 clusters Score -3876428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3876458.750000 Penalty: 5010.962891
	Iteration 16Q: 3 clusters Score -3876459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3876474.250000 Penalty: 5010.962891
	Iteration 17Q: 3 clusters Score -3876474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3876484.750000 Penalty: 5010.962891
	Iteration 18Q: 3 clusters Score -3876485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3876491.750000 Penalty: 5010.962891
	Iteration 19Q: 3 clusters Score -3876492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3876510.500000 Penalty: 5010.962891
	Iteration 20F: 3 clusters Score -3876510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3876508.250000 Penalty: 5010.962891
	Iteration 21Q: 3 clusters Score -3876508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3876504.250000 Penalty: 5010.962891
	Iteration 22Q: 3 clusters Score -3876504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3876512.750000 Penalty: 5010.962891
	Iteration 23Q: 3 clusters Score -3876513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3876524.500000 Penalty: 5010.962891
	Iteration 24Q: 3 clusters Score -3876524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3876527.500000 Penalty: 5010.962891
	Iteration 25Q: 3 clusters Score -3876528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3876532.250000 Penalty: 5010.962891
	Iteration 26Q: 3 clusters Score -3876532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3876533.250000 Penalty: 5010.962891
	Iteration 27Q: 3 clusters Score -3876533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3876548.750000 Penalty: 5010.962891
	Iteration 28Q: 3 clusters Score -3876549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3876545.000000 Penalty: 5010.962891
	Iteration 29Q: 3 clusters Score -3876545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3876548.000000 Penalty: 5010.962891
	Iteration 30Q: 3 clusters Score -3876548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3876551.000000 Penalty: 5010.962891
	Iteration 31Q: 3 clusters Score -3876551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3876549.250000 Penalty: 5010.962891
	Iteration 32Q: 3 clusters Score -3876549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3876553.000000 Penalty: 5010.962891
	Iteration 33Q: 3 clusters Score -3876553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3876553.000000 Penalty: 5010.962891
	Iteration 34Q: 3 clusters Score -3876553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3876552.500000 Penalty: 5010.962891
	Iteration 35Q: 3 clusters Score -3876552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3876551.250000 Penalty: 5010.962891
	Iteration 36Q: 3 clusters Score -3876551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3876550.750000 Penalty: 5010.962891
	Iteration 37Q: 3 clusters Score -3876551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3876550.750000 Penalty: 5010.962891
	Iteration 38F: 3 clusters Score -3876551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -279721.875000 Penalty: 1878.744873
	Iteration 0F: 2 clusters Score -279721.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -277176.468750 Penalty: 3757.489746
	Iteration 0F: 3 clusters Score -277176.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -277662.781250 Penalty: 3757.489746
	Iteration 1F: 3 clusters Score -277662.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -277838.437500 Penalty: 3757.489746
	Iteration 2F: 3 clusters Score -277838.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -277952.593750 Penalty: 3757.489746
	Iteration 3F: 3 clusters Score -277952.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -278025.468750 Penalty: 3757.489746
	Iteration 4Q: 3 clusters Score -278025.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -278077.687500 Penalty: 3757.489746
	Iteration 5Q: 3 clusters Score -278077.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -278130.843750 Penalty: 3757.489746
	Iteration 6Q: 3 clusters Score -278130.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -278174.406250 Penalty: 3757.489746
	Iteration 7Q: 3 clusters Score -278174.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -278219.218750 Penalty: 3757.489746
	Iteration 8Q: 3 clusters Score -278219.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -278282.687500 Penalty: 3757.489746
	Iteration 9Q: 3 clusters Score -278282.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -278353.062500 Penalty: 3757.489746
	Iteration 10Q: 3 clusters Score -278353.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -278429.656250 Penalty: 3757.489746
	Iteration 11Q: 3 clusters Score -278429.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -278511.625000 Penalty: 3757.489746
	Iteration 12Q: 3 clusters Score -278511.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -278586.843750 Penalty: 3757.489746
	Iteration 13Q: 3 clusters Score -278586.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -278659.843750 Penalty: 3757.489746
	Iteration 14Q: 3 clusters Score -278659.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -278721.750000 Penalty: 3757.489746
	Iteration 15Q: 3 clusters Score -278721.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -278772.468750 Penalty: 3757.489746
	Iteration 16Q: 3 clusters Score -278772.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -278819.812500 Penalty: 3757.489746
	Iteration 17Q: 3 clusters Score -278819.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -278854.437500 Penalty: 3757.489746
	Iteration 18Q: 3 clusters Score -278854.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -278883.437500 Penalty: 3757.489746
	Iteration 19Q: 3 clusters Score -278883.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -278916.937500 Penalty: 3757.489746
	Iteration 20F: 3 clusters Score -278916.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -278949.718750 Penalty: 3757.489746
	Iteration 21Q: 3 clusters Score -278949.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -278968.000000 Penalty: 3757.489746
	Iteration 22Q: 3 clusters Score -278968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -278990.187500 Penalty: 3757.489746
	Iteration 23Q: 3 clusters Score -278990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -278996.968750 Penalty: 3757.489746
	Iteration 24Q: 3 clusters Score -278997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -279001.187500 Penalty: 3757.489746
	Iteration 25Q: 3 clusters Score -279001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -279003.437500 Penalty: 3757.489746
	Iteration 26Q: 3 clusters Score -279003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -279008.000000 Penalty: 3757.489746
	Iteration 27Q: 3 clusters Score -279008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -279012.468750 Penalty: 3757.489746
	Iteration 28Q: 3 clusters Score -279012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -279016.437500 Penalty: 3757.489746
	Iteration 29Q: 3 clusters Score -279016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -279019.218750 Penalty: 3757.489746
	Iteration 30Q: 3 clusters Score -279019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279019.062500 Penalty: 3757.489746
	Iteration 31Q: 3 clusters Score -279019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -279019.062500 Penalty: 3757.489746
	Iteration 32F: 3 clusters Score -279019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Entering Unmasked Estep 
Score: -1601514.500000 Penalty: 2291.543213
	Iteration 0F: 2 clusters Score -1601514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1593703.375000 Penalty: 4583.086426
	Iteration 0F: 3 clusters Score -1593703 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1595999.875000 Penalty: 4583.086426
	Iteration 1F: 3 clusters Score -1596000 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1596499.125000 Penalty: 4583.086426
	Iteration 2F: 3 clusters Score -1596499 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1596978.750000 Penalty: 4583.086426
	Iteration 3F: 3 clusters Score -1596979 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1597451.750000 Penalty: 4583.086426
	Iteration 4F: 3 clusters Score -1597452 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1597865.000000 Penalty: 4583.086426
	Iteration 5F: 3 clusters Score -1597865 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1598245.125000 Penalty: 4583.086426
	Iteration 6F: 3 clusters Score -1598245 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1598621.125000 Penalty: 4583.086426
	Iteration 7F: 3 clusters Score -1598621 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1598964.375000 Penalty: 4583.086426
	Iteration 8Q: 3 clusters Score -1598964 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1599288.375000 Penalty: 4583.086426
	Iteration 9Q: 3 clusters Score -1599288 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1599546.375000 Penalty: 4583.086426
	Iteration 10Q: 3 clusters Score -1599546 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1599708.000000 Penalty: 4583.086426
	Iteration 11Q: 3 clusters Score -1599708 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1599827.750000 Penalty: 4583.086426
	Iteration 12Q: 3 clusters Score -1599828 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1599917.500000 Penalty: 4583.086426
	Iteration 13Q: 3 clusters Score -1599918 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1599976.875000 Penalty: 4583.086426
	Iteration 14Q: 3 clusters Score -1599977 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1600029.750000 Penalty: 4583.086426
	Iteration 15Q: 3 clusters Score -1600030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1600067.000000 Penalty: 4583.086426
	Iteration 16Q: 3 clusters Score -1600067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1600102.125000 Penalty: 4583.086426
	Iteration 17Q: 3 clusters Score -1600102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1600131.250000 Penalty: 4583.086426
	Iteration 18Q: 3 clusters Score -1600131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1600149.625000 Penalty: 4583.086426
	Iteration 19Q: 3 clusters Score -1600150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1600162.500000 Penalty: 4583.086426
	Iteration 20F: 3 clusters Score -1600162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1600175.625000 Penalty: 4583.086426
	Iteration 21Q: 3 clusters Score -1600176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1600187.625000 Penalty: 4583.086426
	Iteration 22Q: 3 clusters Score -1600188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1600193.750000 Penalty: 4583.086426
	Iteration 23Q: 3 clusters Score -1600194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1600198.250000 Penalty: 4583.086426
	Iteration 24Q: 3 clusters Score -1600198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1600203.875000 Penalty: 4583.086426
	Iteration 25Q: 3 clusters Score -1600204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1600204.875000 Penalty: 4583.086426
	Iteration 26Q: 3 clusters Score -1600205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1600206.250000 Penalty: 4583.086426
	Iteration 27Q: 3 clusters Score -1600206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1600213.750000 Penalty: 4583.086426
	Iteration 28Q: 3 clusters Score -1600214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1600213.500000 Penalty: 4583.086426
	Iteration 29Q: 3 clusters Score -1600214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1600216.250000 Penalty: 4583.086426
	Iteration 30Q: 3 clusters Score -1600216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1600221.625000 Penalty: 4583.086426
	Iteration 31Q: 3 clusters Score -1600222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1600222.375000 Penalty: 4583.086426
	Iteration 32Q: 3 clusters Score -1600222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1600222.750000 Penalty: 4583.086426
	Iteration 33Q: 3 clusters Score -1600223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1600222.750000 Penalty: 4583.086426
	Iteration 34Q: 3 clusters Score -1600223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1600223.125000 Penalty: 4583.086426
	Iteration 35Q: 3 clusters Score -1600223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1600223.125000 Penalty: 4583.086426
	Iteration 36F: 3 clusters Score -1600223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -1891127.875000 Penalty: 2335.665283
	Iteration 0F: 2 clusters Score -1891128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1882037.875000 Penalty: 4671.330566
	Iteration 0F: 3 clusters Score -1882038 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1885021.000000 Penalty: 4671.330566
	Iteration 1F: 3 clusters Score -1885021 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1885613.125000 Penalty: 4671.330566
	Iteration 2F: 3 clusters Score -1885613 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1886240.500000 Penalty: 4671.330566
	Iteration 3F: 3 clusters Score -1886240 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1886902.000000 Penalty: 4671.330566
	Iteration 4F: 3 clusters Score -1886902 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1887567.375000 Penalty: 4671.330566
	Iteration 5F: 3 clusters Score -1887567 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1888263.375000 Penalty: 4671.330566
	Iteration 6F: 3 clusters Score -1888263 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1888842.750000 Penalty: 4671.330566
	Iteration 7F: 3 clusters Score -1888843 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1889278.375000 Penalty: 4671.330566
	Iteration 8Q: 3 clusters Score -1889278 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1889563.250000 Penalty: 4671.330566
	Iteration 9Q: 3 clusters Score -1889563 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1889830.625000 Penalty: 4671.330566
	Iteration 10Q: 3 clusters Score -1889831 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1890037.250000 Penalty: 4671.330566
	Iteration 11Q: 3 clusters Score -1890037 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1890135.875000 Penalty: 4671.330566
	Iteration 12Q: 3 clusters Score -1890136 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1890189.625000 Penalty: 4671.330566
	Iteration 13Q: 3 clusters Score -1890190 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1890220.875000 Penalty: 4671.330566
	Iteration 14Q: 3 clusters Score -1890221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1890241.125000 Penalty: 4671.330566
	Iteration 15Q: 3 clusters Score -1890241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1890252.375000 Penalty: 4671.330566
	Iteration 16Q: 3 clusters Score -1890252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1890259.500000 Penalty: 4671.330566
	Iteration 17Q: 3 clusters Score -1890260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1890262.875000 Penalty: 4671.330566
	Iteration 18Q: 3 clusters Score -1890263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1890265.375000 Penalty: 4671.330566
	Iteration 19Q: 3 clusters Score -1890265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1890267.375000 Penalty: 4671.330566
	Iteration 20F: 3 clusters Score -1890267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1890268.000000 Penalty: 4671.330566
	Iteration 21Q: 3 clusters Score -1890268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1890271.500000 Penalty: 4671.330566
	Iteration 22Q: 3 clusters Score -1890272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1890271.250000 Penalty: 4671.330566
	Iteration 23Q: 3 clusters Score -1890271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1890271.625000 Penalty: 4671.330566
	Iteration 24Q: 3 clusters Score -1890272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1890270.625000 Penalty: 4671.330566
	Iteration 25Q: 3 clusters Score -1890271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1890272.000000 Penalty: 4671.330566
	Iteration 26Q: 3 clusters Score -1890272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1890270.000000 Penalty: 4671.330566
	Iteration 27Q: 3 clusters Score -1890270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1890270.000000 Penalty: 4671.330566
	Iteration 28F: 3 clusters Score -1890270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 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 374 members 
Entering Unmasked Estep 
Score: -97498.585938 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97498.59 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97765.968750 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -97765.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97879.843750 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -97879.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97947.906250 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -97947.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98012.718750 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -98012.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98079.679688 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -98079.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98195.125000 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -98195.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98281.039062 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -98281.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98363.406250 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -98363.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98542.656250 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -98542.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -98727.312500 Penalty: 3284.217285
	Iteration 10F: 3 clusters Score -98727.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -98908.132812 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -98908.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -99006.500000 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -99006.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -99076.867188 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -99076.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -99123.968750 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -99123.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99144.960938 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -99144.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -99161.304688 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -99161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99166.109375 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -99166.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99166.109375 Penalty: 3284.217285
	Iteration 18F: 3 clusters Score -99166.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126116 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109559 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98829 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28109 members 
Mstep: Class 31 contains 28672 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 449 members 
Entering Unmasked Estep 
Score: -86721368.000000 Penalty: 128097.218750
Splitting cluster 15 changes total score from -86723152.000000 to -86721368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Entering Unmasked Estep 
Score: -5356725.000000 Penalty: 2591.733643
	Iteration 0F: 2 clusters Score -5356725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -5333333.000000 Penalty: 5183.467285
	Iteration 0F: 3 clusters Score -5333333 nChanged 15650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -5341816.000000 Penalty: 5183.467285
	Iteration 1F: 3 clusters Score -5341816 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5342268.500000 Penalty: 5183.467285
	Iteration 2Q: 3 clusters Score -5342268 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -5342736.000000 Penalty: 5183.467285
	Iteration 3Q: 3 clusters Score -5342736 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -5343235.500000 Penalty: 5183.467285
	Iteration 4Q: 3 clusters Score -5343236 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5343743.000000 Penalty: 5183.467285
	Iteration 5Q: 3 clusters Score -5343743 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -5344235.500000 Penalty: 5183.467285
	Iteration 6Q: 3 clusters Score -5344236 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -5344806.500000 Penalty: 5183.467285
	Iteration 7Q: 3 clusters Score -5344806 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -5345588.500000 Penalty: 5183.467285
	Iteration 8Q: 3 clusters Score -5345588 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5346416.500000 Penalty: 5183.467285
	Iteration 9Q: 3 clusters Score -5346416 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -5347406.500000 Penalty: 5183.467285
	Iteration 10Q: 3 clusters Score -5347406 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -5348471.500000 Penalty: 5183.467285
	Iteration 11Q: 3 clusters Score -5348472 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -5349574.000000 Penalty: 5183.467285
	Iteration 12Q: 3 clusters Score -5349574 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -5350684.500000 Penalty: 5183.467285
	Iteration 13Q: 3 clusters Score -5350684 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -5351649.500000 Penalty: 5183.467285
	Iteration 14Q: 3 clusters Score -5351650 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5352464.000000 Penalty: 5183.467285
	Iteration 15Q: 3 clusters Score -5352464 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5353121.000000 Penalty: 5183.467285
	Iteration 16Q: 3 clusters Score -5353121 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5353574.000000 Penalty: 5183.467285
	Iteration 17Q: 3 clusters Score -5353574 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5353837.000000 Penalty: 5183.467285
	Iteration 18Q: 3 clusters Score -5353837 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5354032.000000 Penalty: 5183.467285
	Iteration 19Q: 3 clusters Score -5354032 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5354143.500000 Penalty: 5183.467285
	Iteration 20F: 3 clusters Score -5354144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5354224.000000 Penalty: 5183.467285
	Iteration 21Q: 3 clusters Score -5354224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5354291.000000 Penalty: 5183.467285
	Iteration 22Q: 3 clusters Score -5354291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5354328.500000 Penalty: 5183.467285
	Iteration 23Q: 3 clusters Score -5354328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5354368.500000 Penalty: 5183.467285
	Iteration 24Q: 3 clusters Score -5354368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5354397.500000 Penalty: 5183.467285
	Iteration 25Q: 3 clusters Score -5354398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5354415.000000 Penalty: 5183.467285
	Iteration 26Q: 3 clusters Score -5354415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5354435.000000 Penalty: 5183.467285
	Iteration 27Q: 3 clusters Score -5354435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5354446.000000 Penalty: 5183.467285
	Iteration 28Q: 3 clusters Score -5354446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5354465.000000 Penalty: 5183.467285
	Iteration 29Q: 3 clusters Score -5354465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5354477.000000 Penalty: 5183.467285
	Iteration 30Q: 3 clusters Score -5354477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5354496.000000 Penalty: 5183.467285
	Iteration 31Q: 3 clusters Score -5354496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5354507.500000 Penalty: 5183.467285
	Iteration 32Q: 3 clusters Score -5354508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5354505.500000 Penalty: 5183.467285
	Iteration 33Q: 3 clusters Score -5354506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5354517.000000 Penalty: 5183.467285
	Iteration 34Q: 3 clusters Score -5354517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5354524.000000 Penalty: 5183.467285
	Iteration 35Q: 3 clusters Score -5354524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5354527.500000 Penalty: 5183.467285
	Iteration 36Q: 3 clusters Score -5354528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5354528.500000 Penalty: 5183.467285
	Iteration 37Q: 3 clusters Score -5354528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5354528.000000 Penalty: 5183.467285
	Iteration 38Q: 3 clusters Score -5354528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5354533.000000 Penalty: 5183.467285
	Iteration 39Q: 3 clusters Score -5354533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5354536.000000 Penalty: 5183.467285
	Iteration 40F: 3 clusters Score -5354536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5354538.000000 Penalty: 5183.467285
	Iteration 41Q: 3 clusters Score -5354538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5354536.500000 Penalty: 5183.467285
	Iteration 42Q: 3 clusters Score -5354536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5354536.500000 Penalty: 5183.467285
	Iteration 43F: 3 clusters Score -5354536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -255279.093750 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -255279.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -252830.296875 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -252830.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -253209.218750 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -253209.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -253315.265625 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -253315.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -253361.562500 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -253361.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -253378.687500 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -253378.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -253392.750000 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -253392.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -253402.265625 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -253402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -253408.843750 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -253408.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -253412.968750 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -253413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -253416.156250 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -253416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -253419.093750 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -253419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -253421.453125 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -253421.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -253424.703125 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -253424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -253427.703125 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -253427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -253431.609375 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -253431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -253432.531250 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -253432.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -253433.406250 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -253433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -253435.000000 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -253435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -253435.000000 Penalty: 3688.269775
	Iteration 18F: 3 clusters Score -253435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Entering Unmasked Estep 
Score: -980941.500000 Penalty: 2166.091064
	Iteration 0F: 2 clusters Score -980941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -975632.875000 Penalty: 4332.182129
	Iteration 0F: 3 clusters Score -975632.9 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -976977.312500 Penalty: 4332.182129
	Iteration 1F: 3 clusters Score -976977.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -977335.812500 Penalty: 4332.182129
	Iteration 2F: 3 clusters Score -977335.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -977665.687500 Penalty: 4332.182129
	Iteration 3F: 3 clusters Score -977665.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -977959.875000 Penalty: 4332.182129
	Iteration 4F: 3 clusters Score -977959.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -978266.687500 Penalty: 4332.182129
	Iteration 5F: 3 clusters Score -978266.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -978550.062500 Penalty: 4332.182129
	Iteration 6F: 3 clusters Score -978550.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -978776.250000 Penalty: 4332.182129
	Iteration 7Q: 3 clusters Score -978776.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -978968.312500 Penalty: 4332.182129
	Iteration 8Q: 3 clusters Score -978968.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -979105.625000 Penalty: 4332.182129
	Iteration 9Q: 3 clusters Score -979105.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -979196.125000 Penalty: 4332.182129
	Iteration 10Q: 3 clusters Score -979196.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -979252.750000 Penalty: 4332.182129
	Iteration 11Q: 3 clusters Score -979252.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -979288.562500 Penalty: 4332.182129
	Iteration 12Q: 3 clusters Score -979288.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -979321.000000 Penalty: 4332.182129
	Iteration 13Q: 3 clusters Score -979321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -979339.562500 Penalty: 4332.182129
	Iteration 14Q: 3 clusters Score -979339.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -979351.937500 Penalty: 4332.182129
	Iteration 15Q: 3 clusters Score -979351.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -979365.937500 Penalty: 4332.182129
	Iteration 16Q: 3 clusters Score -979365.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -979377.625000 Penalty: 4332.182129
	Iteration 17Q: 3 clusters Score -979377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -979385.062500 Penalty: 4332.182129
	Iteration 18Q: 3 clusters Score -979385.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -979390.062500 Penalty: 4332.182129
	Iteration 19Q: 3 clusters Score -979390.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -979396.000000 Penalty: 4332.182129
	Iteration 20F: 3 clusters Score -979396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -979401.125000 Penalty: 4332.182129
	Iteration 21Q: 3 clusters Score -979401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -979401.937500 Penalty: 4332.182129
	Iteration 22Q: 3 clusters Score -979401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -979402.937500 Penalty: 4332.182129
	Iteration 23Q: 3 clusters Score -979402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -979405.562500 Penalty: 4332.182129
	Iteration 24Q: 3 clusters Score -979405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -979405.125000 Penalty: 4332.182129
	Iteration 25Q: 3 clusters Score -979405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -979405.125000 Penalty: 4332.182129
	Iteration 26F: 3 clusters Score -979405.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Entering Unmasked Estep 
Score: -1209258.250000 Penalty: 2221.877441
	Iteration 0F: 2 clusters Score -1209258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1202916.875000 Penalty: 4443.754883
	Iteration 0F: 3 clusters Score -1202917 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1204616.750000 Penalty: 4443.754883
	Iteration 1F: 3 clusters Score -1204617 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1204945.125000 Penalty: 4443.754883
	Iteration 2F: 3 clusters Score -1204945 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1205196.625000 Penalty: 4443.754883
	Iteration 3F: 3 clusters Score -1205197 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1205474.250000 Penalty: 4443.754883
	Iteration 4F: 3 clusters Score -1205474 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1205731.375000 Penalty: 4443.754883
	Iteration 5Q: 3 clusters Score -1205731 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1205997.375000 Penalty: 4443.754883
	Iteration 6Q: 3 clusters Score -1205997 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1206265.125000 Penalty: 4443.754883
	Iteration 7Q: 3 clusters Score -1206265 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1206505.000000 Penalty: 4443.754883
	Iteration 8Q: 3 clusters Score -1206505 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1206686.375000 Penalty: 4443.754883
	Iteration 9Q: 3 clusters Score -1206686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1206837.375000 Penalty: 4443.754883
	Iteration 10Q: 3 clusters Score -1206837 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1206982.125000 Penalty: 4443.754883
	Iteration 11Q: 3 clusters Score -1206982 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1207118.250000 Penalty: 4443.754883
	Iteration 12Q: 3 clusters Score -1207118 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1207220.000000 Penalty: 4443.754883
	Iteration 13Q: 3 clusters Score -1207220 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1207293.750000 Penalty: 4443.754883
	Iteration 14Q: 3 clusters Score -1207294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1207363.125000 Penalty: 4443.754883
	Iteration 15Q: 3 clusters Score -1207363 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1207412.125000 Penalty: 4443.754883
	Iteration 16Q: 3 clusters Score -1207412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1207446.000000 Penalty: 4443.754883
	Iteration 17Q: 3 clusters Score -1207446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1207473.125000 Penalty: 4443.754883
	Iteration 18Q: 3 clusters Score -1207473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1207504.625000 Penalty: 4443.754883
	Iteration 19Q: 3 clusters Score -1207505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1207527.875000 Penalty: 4443.754883
	Iteration 20F: 3 clusters Score -1207528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1207558.000000 Penalty: 4443.754883
	Iteration 21Q: 3 clusters Score -1207558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1207583.000000 Penalty: 4443.754883
	Iteration 22Q: 3 clusters Score -1207583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1207600.875000 Penalty: 4443.754883
	Iteration 23Q: 3 clusters Score -1207601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1207618.875000 Penalty: 4443.754883
	Iteration 24Q: 3 clusters Score -1207619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1207631.625000 Penalty: 4443.754883
	Iteration 25Q: 3 clusters Score -1207632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1207645.875000 Penalty: 4443.754883
	Iteration 26Q: 3 clusters Score -1207646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1207650.000000 Penalty: 4443.754883
	Iteration 27Q: 3 clusters Score -1207650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1207661.125000 Penalty: 4443.754883
	Iteration 28Q: 3 clusters Score -1207661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1207665.500000 Penalty: 4443.754883
	Iteration 29Q: 3 clusters Score -1207666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1207670.000000 Penalty: 4443.754883
	Iteration 30Q: 3 clusters Score -1207670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1207681.875000 Penalty: 4443.754883
	Iteration 31Q: 3 clusters Score -1207682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1207686.000000 Penalty: 4443.754883
	Iteration 32Q: 3 clusters Score -1207686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1207693.375000 Penalty: 4443.754883
	Iteration 33Q: 3 clusters Score -1207693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1207705.125000 Penalty: 4443.754883
	Iteration 34Q: 3 clusters Score -1207705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1207710.250000 Penalty: 4443.754883
	Iteration 35Q: 3 clusters Score -1207710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1207720.125000 Penalty: 4443.754883
	Iteration 36Q: 3 clusters Score -1207720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1207721.375000 Penalty: 4443.754883
	Iteration 37Q: 3 clusters Score -1207721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1207720.750000 Penalty: 4443.754883
	Iteration 38Q: 3 clusters Score -1207721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1207722.625000 Penalty: 4443.754883
	Iteration 39Q: 3 clusters Score -1207723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1207727.250000 Penalty: 4443.754883
	Iteration 40F: 3 clusters Score -1207727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1207728.875000 Penalty: 4443.754883
	Iteration 41Q: 3 clusters Score -1207729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1207728.875000 Penalty: 4443.754883
	Iteration 42F: 3 clusters Score -1207729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68153.148438 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68153.15 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68392.179688 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68392.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68484.742188 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68484.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68540.906250 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -68540.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68556.250000 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68556.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68569.296875 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68585.218750 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68585.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68588.367188 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -68588.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68588.929688 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -68588.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68588.929688 Penalty: 3189.140869
	Iteration 9F: 3 clusters Score -68588.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -379073.125000 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -379073.1 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 1201 members 
Entering Unmasked Estep 
Score: -376183.531250 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -376183.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -376730.718750 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -376730.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -376856.187500 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -376856.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -376915.281250 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -376915.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -376965.156250 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -376965.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -377000.125000 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -377000.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -377023.156250 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -377023.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -377032.968750 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -377033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -377040.750000 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -377040.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -377048.781250 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -377048.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -377054.125000 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -377054.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -377058.468750 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -377058.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -377060.250000 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -377060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -377061.812500 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -377061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -377063.750000 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -377063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -377063.750000 Penalty: 3862.952881
	Iteration 15F: 3 clusters Score -377063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120001.914062 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -120001.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -120333.226562 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120333.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120450.828125 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120450.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120509.250000 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -120509.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120568.500000 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120568.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120640.289062 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -120640.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120738.414062 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -120738.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -120860.835938 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -120860.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -120917.218750 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -120917.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -120987.460938 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -120987.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121078.187500 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -121078.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121176.992188 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -121177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -121296.351562 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -121296.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121327.492188 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -121327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -121337.632812 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -121337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -121345.726562 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -121345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121346.976562 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -121347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121346.976562 Penalty: 3365.651611
	Iteration 17F: 3 clusters Score -121347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -228511.421875 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228511.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -228915.875000 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228915.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -229055.250000 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229055.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -229139.328125 Penalty: 3658.437500
	Iteration 3F: 3 clusters Score -229139.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -229198.671875 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229198.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -229238.312500 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229238.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -229279.656250 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229279.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229310.437500 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229310.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229329.859375 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229329.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -229347.796875 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229347.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -229362.703125 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -229374.828125 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -229380.046875 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -229382.406250 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229382.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229387.781250 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229389.265625 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -229392.593750 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229392.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -229397.093750 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -229402.593750 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -229406.562500 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229406.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -229412.046875 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -229415.906250 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -229415.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229425.984375 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -229426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229435.421875 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -229435.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229443.218750 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -229443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -229449.468750 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -229449.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -229456.796875 Penalty: 3658.437500
	Iteration 26Q: 3 clusters Score -229456.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -229460.437500 Penalty: 3658.437500
	Iteration 27Q: 3 clusters Score -229460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -229463.078125 Penalty: 3658.437500
	Iteration 28Q: 3 clusters Score -229463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -229465.812500 Penalty: 3658.437500
	Iteration 29Q: 3 clusters Score -229465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -229469.656250 Penalty: 3658.437500
	Iteration 30Q: 3 clusters Score -229469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -229471.593750 Penalty: 3658.437500
	Iteration 31Q: 3 clusters Score -229471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -229472.953125 Penalty: 3658.437500
	Iteration 32Q: 3 clusters Score -229473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -229474.640625 Penalty: 3658.437500
	Iteration 33Q: 3 clusters Score -229474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -229477.062500 Penalty: 3658.437500
	Iteration 34Q: 3 clusters Score -229477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -229478.203125 Penalty: 3658.437500
	Iteration 35Q: 3 clusters Score -229478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -229479.765625 Penalty: 3658.437500
	Iteration 36Q: 3 clusters Score -229479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -229479.781250 Penalty: 3658.437500
	Iteration 37Q: 3 clusters Score -229479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -229479.781250 Penalty: 3658.437500
	Iteration 38F: 3 clusters Score -229479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109559 members 
Entering Unmasked Estep 
Score: -17266842.000000 Penalty: 2877.846191
	Iteration 0F: 2 clusters Score -1.726684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54823 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -17196174.000000 Penalty: 5755.692383
	Iteration 0F: 3 clusters Score -1.719617e+07 nChanged 51754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -17225640.000000 Penalty: 5755.692383
	Iteration 1F: 3 clusters Score -1.722564e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -17226416.000000 Penalty: 5755.692383
	Iteration 2Q: 3 clusters Score -1.722642e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -17227170.000000 Penalty: 5755.692383
	Iteration 3Q: 3 clusters Score -1.722717e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -17228142.000000 Penalty: 5755.692383
	Iteration 4Q: 3 clusters Score -1.722814e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -17229686.000000 Penalty: 5755.692383
	Iteration 5Q: 3 clusters Score -1.722969e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65013 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -17232186.000000 Penalty: 5755.692383
	Iteration 6Q: 3 clusters Score -1.723219e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -17235782.000000 Penalty: 5755.692383
	Iteration 7F: 3 clusters Score -1.723578e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -17240864.000000 Penalty: 5755.692383
	Iteration 8F: 3 clusters Score -1.724086e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -17247288.000000 Penalty: 5755.692383
	Iteration 9F: 3 clusters Score -1.724729e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -17254248.000000 Penalty: 5755.692383
	Iteration 10F: 3 clusters Score -1.725425e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92389 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -17259486.000000 Penalty: 5755.692383
	Iteration 11Q: 3 clusters Score -1.725949e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94540 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -17261974.000000 Penalty: 5755.692383
	Iteration 12Q: 3 clusters Score -1.726197e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96017 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -17263112.000000 Penalty: 5755.692383
	Iteration 13Q: 3 clusters Score -1.726311e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -17263874.000000 Penalty: 5755.692383
	Iteration 14Q: 3 clusters Score -1.726387e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -17264312.000000 Penalty: 5755.692383
	Iteration 15Q: 3 clusters Score -1.726431e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99210 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -17264596.000000 Penalty: 5755.692383
	Iteration 16Q: 3 clusters Score -1.72646e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -17264874.000000 Penalty: 5755.692383
	Iteration 17Q: 3 clusters Score -1.726487e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -17264898.000000 Penalty: 5755.692383
	Iteration 18Q: 3 clusters Score -1.72649e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102153 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -17265062.000000 Penalty: 5755.692383
	Iteration 19Q: 3 clusters Score -1.726506e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -17265118.000000 Penalty: 5755.692383
	Iteration 20F: 3 clusters Score -1.726512e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -17265110.000000 Penalty: 5755.692383
	Iteration 21Q: 3 clusters Score -1.726511e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -17265070.000000 Penalty: 5755.692383
	Iteration 22Q: 3 clusters Score -1.726507e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -17265100.000000 Penalty: 5755.692383
	Iteration 23Q: 3 clusters Score -1.72651e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106373 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -17265062.000000 Penalty: 5755.692383
	Iteration 24Q: 3 clusters Score -1.726506e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -17265056.000000 Penalty: 5755.692383
	Iteration 25Q: 3 clusters Score -1.726506e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -17265124.000000 Penalty: 5755.692383
	Iteration 26Q: 3 clusters Score -1.726512e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107711 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -17265180.000000 Penalty: 5755.692383
	Iteration 27Q: 3 clusters Score -1.726518e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -17265204.000000 Penalty: 5755.692383
	Iteration 28Q: 3 clusters Score -1.72652e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108145 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -17265258.000000 Penalty: 5755.692383
	Iteration 29Q: 3 clusters Score -1.726526e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108281 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -17265234.000000 Penalty: 5755.692383
	Iteration 30Q: 3 clusters Score -1.726523e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108380 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17265238.000000 Penalty: 5755.692383
	Iteration 31Q: 3 clusters Score -1.726524e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108461 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -17265210.000000 Penalty: 5755.692383
	Iteration 32Q: 3 clusters Score -1.726521e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -17265160.000000 Penalty: 5755.692383
	Iteration 33Q: 3 clusters Score -1.726516e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -17265172.000000 Penalty: 5755.692383
	Iteration 34Q: 3 clusters Score -1.726517e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108621 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -17265166.000000 Penalty: 5755.692383
	Iteration 35Q: 3 clusters Score -1.726517e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -17265152.000000 Penalty: 5755.692383
	Iteration 36Q: 3 clusters Score -1.726515e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -17265150.000000 Penalty: 5755.692383
	Iteration 37Q: 3 clusters Score -1.726515e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108712 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -17265142.000000 Penalty: 5755.692383
	Iteration 38Q: 3 clusters Score -1.726514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108728 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -17265138.000000 Penalty: 5755.692383
	Iteration 39Q: 3 clusters Score -1.726514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -17265120.000000 Penalty: 5755.692383
	Iteration 40F: 3 clusters Score -1.726512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108755 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -17265124.000000 Penalty: 5755.692383
	Iteration 41Q: 3 clusters Score -1.726512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -17265094.000000 Penalty: 5755.692383
	Iteration 42Q: 3 clusters Score -1.726509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108776 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -17265102.000000 Penalty: 5755.692383
	Iteration 43Q: 3 clusters Score -1.72651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -17265100.000000 Penalty: 5755.692383
	Iteration 44Q: 3 clusters Score -1.72651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17265090.000000 Penalty: 5755.692383
	Iteration 45Q: 3 clusters Score -1.726509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108802 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -17265098.000000 Penalty: 5755.692383
	Iteration 46Q: 3 clusters Score -1.72651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108809 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -17265098.000000 Penalty: 5755.692383
	Iteration 47Q: 3 clusters Score -1.72651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -17265102.000000 Penalty: 5755.692383
	Iteration 48Q: 3 clusters Score -1.72651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17265068.000000 Penalty: 5755.692383
	Iteration 49Q: 3 clusters Score -1.726507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17265076.000000 Penalty: 5755.692383
	Iteration 50Q: 3 clusters Score -1.726508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17265076.000000 Penalty: 5755.692383
	Iteration 51F: 3 clusters Score -1.726508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -436998.093750 Penalty: 1980.400024
	Iteration 0F: 2 clusters Score -436998.1 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 1452 members 
Entering Unmasked Estep 
Score: -433804.218750 Penalty: 3960.800049
	Iteration 0F: 3 clusters Score -433804.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -434513.718750 Penalty: 3960.800049
	Iteration 1F: 3 clusters Score -434513.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -434722.375000 Penalty: 3960.800049
	Iteration 2F: 3 clusters Score -434722.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -434870.593750 Penalty: 3960.800049
	Iteration 3F: 3 clusters Score -434870.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -435012.406250 Penalty: 3960.800049
	Iteration 4Q: 3 clusters Score -435012.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -435108.968750 Penalty: 3960.800049
	Iteration 5Q: 3 clusters Score -435109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -435195.031250 Penalty: 3960.800049
	Iteration 6Q: 3 clusters Score -435195 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -435254.750000 Penalty: 3960.800049
	Iteration 7Q: 3 clusters Score -435254.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -435310.062500 Penalty: 3960.800049
	Iteration 8Q: 3 clusters Score -435310.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -435371.187500 Penalty: 3960.800049
	Iteration 9Q: 3 clusters Score -435371.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -435430.437500 Penalty: 3960.800049
	Iteration 10Q: 3 clusters Score -435430.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -435485.937500 Penalty: 3960.800049
	Iteration 11Q: 3 clusters Score -435485.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -435536.468750 Penalty: 3960.800049
	Iteration 12Q: 3 clusters Score -435536.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -435574.968750 Penalty: 3960.800049
	Iteration 13Q: 3 clusters Score -435575 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -435609.218750 Penalty: 3960.800049
	Iteration 14Q: 3 clusters Score -435609.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -435641.156250 Penalty: 3960.800049
	Iteration 15Q: 3 clusters Score -435641.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -435665.843750 Penalty: 3960.800049
	Iteration 16Q: 3 clusters Score -435665.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -435685.500000 Penalty: 3960.800049
	Iteration 17Q: 3 clusters Score -435685.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -435705.937500 Penalty: 3960.800049
	Iteration 18Q: 3 clusters Score -435705.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -435728.125000 Penalty: 3960.800049
	Iteration 19Q: 3 clusters Score -435728.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -435742.562500 Penalty: 3960.800049
	Iteration 20F: 3 clusters Score -435742.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -435749.375000 Penalty: 3960.800049
	Iteration 21Q: 3 clusters Score -435749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -435756.156250 Penalty: 3960.800049
	Iteration 22Q: 3 clusters Score -435756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -435760.218750 Penalty: 3960.800049
	Iteration 23Q: 3 clusters Score -435760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -435761.562500 Penalty: 3960.800049
	Iteration 24Q: 3 clusters Score -435761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -435762.562500 Penalty: 3960.800049
	Iteration 25Q: 3 clusters Score -435762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -435762.875000 Penalty: 3960.800049
	Iteration 26Q: 3 clusters Score -435762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -435762.875000 Penalty: 3960.800049
	Iteration 27F: 3 clusters Score -435762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (98829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Entering Unmasked Estep 
Score: -15602867.000000 Penalty: 2852.284180
	Iteration 0F: 2 clusters Score -1.560287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -15538079.000000 Penalty: 5704.568359
	Iteration 0F: 3 clusters Score -1.553808e+07 nChanged 46463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -15564104.000000 Penalty: 5704.568359
	Iteration 1F: 3 clusters Score -1.55641e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -15564778.000000 Penalty: 5704.568359
	Iteration 2Q: 3 clusters Score -1.556478e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -15565492.000000 Penalty: 5704.568359
	Iteration 3Q: 3 clusters Score -1.556549e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -15566206.000000 Penalty: 5704.568359
	Iteration 4Q: 3 clusters Score -1.556621e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -15567100.000000 Penalty: 5704.568359
	Iteration 5Q: 3 clusters Score -1.55671e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -15568336.000000 Penalty: 5704.568359
	Iteration 6Q: 3 clusters Score -1.556834e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -15569868.000000 Penalty: 5704.568359
	Iteration 7Q: 3 clusters Score -1.556987e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59759 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -15572081.000000 Penalty: 5704.568359
	Iteration 8Q: 3 clusters Score -1.557208e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -15575163.000000 Penalty: 5704.568359
	Iteration 9F: 3 clusters Score -1.557516e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -15579559.000000 Penalty: 5704.568359
	Iteration 10F: 3 clusters Score -1.557956e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -15585321.000000 Penalty: 5704.568359
	Iteration 11F: 3 clusters Score -1.558532e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -15590910.000000 Penalty: 5704.568359
	Iteration 12F: 3 clusters Score -1.559091e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84140 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -15594643.000000 Penalty: 5704.568359
	Iteration 13Q: 3 clusters Score -1.559464e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -15596618.000000 Penalty: 5704.568359
	Iteration 14Q: 3 clusters Score -1.559662e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87934 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -15597655.000000 Penalty: 5704.568359
	Iteration 15Q: 3 clusters Score -1.559766e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -15598280.000000 Penalty: 5704.568359
	Iteration 16Q: 3 clusters Score -1.559828e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -15598816.000000 Penalty: 5704.568359
	Iteration 17Q: 3 clusters Score -1.559882e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -15599286.000000 Penalty: 5704.568359
	Iteration 18Q: 3 clusters Score -1.559929e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92189 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -15599664.000000 Penalty: 5704.568359
	Iteration 19Q: 3 clusters Score -1.559966e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -15599943.000000 Penalty: 5704.568359
	Iteration 20F: 3 clusters Score -1.559994e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93545 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -15600180.000000 Penalty: 5704.568359
	Iteration 21Q: 3 clusters Score -1.560018e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -15600381.000000 Penalty: 5704.568359
	Iteration 22Q: 3 clusters Score -1.560038e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94555 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -15600597.000000 Penalty: 5704.568359
	Iteration 23Q: 3 clusters Score -1.56006e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -15600690.000000 Penalty: 5704.568359
	Iteration 24Q: 3 clusters Score -1.560069e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95223 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -15600757.000000 Penalty: 5704.568359
	Iteration 25Q: 3 clusters Score -1.560076e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -15600818.000000 Penalty: 5704.568359
	Iteration 26Q: 3 clusters Score -1.560082e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -15600881.000000 Penalty: 5704.568359
	Iteration 27Q: 3 clusters Score -1.560088e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -15600925.000000 Penalty: 5704.568359
	Iteration 28Q: 3 clusters Score -1.560092e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -15600937.000000 Penalty: 5704.568359
	Iteration 29Q: 3 clusters Score -1.560094e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -15600959.000000 Penalty: 5704.568359
	Iteration 30Q: 3 clusters Score -1.560096e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96324 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -15600961.000000 Penalty: 5704.568359
	Iteration 31Q: 3 clusters Score -1.560096e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -15600962.000000 Penalty: 5704.568359
	Iteration 32Q: 3 clusters Score -1.560096e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -15600965.000000 Penalty: 5704.568359
	Iteration 33Q: 3 clusters Score -1.560096e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -15600975.000000 Penalty: 5704.568359
	Iteration 34Q: 3 clusters Score -1.560098e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96608 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -15600994.000000 Penalty: 5704.568359
	Iteration 35Q: 3 clusters Score -1.560099e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -15600994.000000 Penalty: 5704.568359
	Iteration 36Q: 3 clusters Score -1.560099e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -15601008.000000 Penalty: 5704.568359
	Iteration 37Q: 3 clusters Score -1.560101e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -15601005.000000 Penalty: 5704.568359
	Iteration 38Q: 3 clusters Score -1.5601e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -15601033.000000 Penalty: 5704.568359
	Iteration 39Q: 3 clusters Score -1.560103e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96853 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15601023.000000 Penalty: 5704.568359
	Iteration 40F: 3 clusters Score -1.560102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -15601035.000000 Penalty: 5704.568359
	Iteration 41Q: 3 clusters Score -1.560104e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -15601036.000000 Penalty: 5704.568359
	Iteration 42Q: 3 clusters Score -1.560104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -15601038.000000 Penalty: 5704.568359
	Iteration 43Q: 3 clusters Score -1.560104e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15601049.000000 Penalty: 5704.568359
	Iteration 44Q: 3 clusters Score -1.560105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15601058.000000 Penalty: 5704.568359
	Iteration 45Q: 3 clusters Score -1.560106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -15601048.000000 Penalty: 5704.568359
	Iteration 46Q: 3 clusters Score -1.560105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -15601052.000000 Penalty: 5704.568359
	Iteration 47Q: 3 clusters Score -1.560105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97074 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -15601045.000000 Penalty: 5704.568359
	Iteration 48Q: 3 clusters Score -1.560104e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97092 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -15601031.000000 Penalty: 5704.568359
	Iteration 49Q: 3 clusters Score -1.560103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -15601021.000000 Penalty: 5704.568359
	Iteration 50Q: 3 clusters Score -1.560102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97125 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -15601026.000000 Penalty: 5704.568359
	Iteration 51Q: 3 clusters Score -1.560103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -15601022.000000 Penalty: 5704.568359
	Iteration 52Q: 3 clusters Score -1.560102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15601031.000000 Penalty: 5704.568359
	Iteration 53Q: 3 clusters Score -1.560103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97172 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15601031.000000 Penalty: 5704.568359
	Iteration 54Q: 3 clusters Score -1.560103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15601026.000000 Penalty: 5704.568359
	Iteration 55Q: 3 clusters Score -1.560103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15601026.000000 Penalty: 5704.568359
	Iteration 56Q: 3 clusters Score -1.560103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -15601031.000000 Penalty: 5704.568359
	Iteration 57Q: 3 clusters Score -1.560103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15601018.000000 Penalty: 5704.568359
	Iteration 58Q: 3 clusters Score -1.560102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -15601016.000000 Penalty: 5704.568359
	Iteration 59Q: 3 clusters Score -1.560102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -15601047.000000 Penalty: 5704.568359
	Iteration 60F: 3 clusters Score -1.560105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97206 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -15601037.000000 Penalty: 5704.568359
	Iteration 61Q: 3 clusters Score -1.560104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15601041.000000 Penalty: 5704.568359
	Iteration 62Q: 3 clusters Score -1.560104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15601049.000000 Penalty: 5704.568359
	Iteration 63Q: 3 clusters Score -1.560105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97218 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15601059.000000 Penalty: 5704.568359
	Iteration 64Q: 3 clusters Score -1.560106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -15601060.000000 Penalty: 5704.568359
	Iteration 65Q: 3 clusters Score -1.560106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -15601061.000000 Penalty: 5704.568359
	Iteration 66Q: 3 clusters Score -1.560106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -15601069.000000 Penalty: 5704.568359
	Iteration 67Q: 3 clusters Score -1.560107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -15601065.000000 Penalty: 5704.568359
	Iteration 68Q: 3 clusters Score -1.560106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97231 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15601070.000000 Penalty: 5704.568359
	Iteration 69Q: 3 clusters Score -1.560107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15601059.000000 Penalty: 5704.568359
	Iteration 70Q: 3 clusters Score -1.560106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -15601059.000000 Penalty: 5704.568359
	Iteration 71F: 3 clusters Score -1.560106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73640.406250 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73640.41 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73881.625000 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73881.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73968.312500 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -73968.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74017.289062 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -74017.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74035.507812 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -74035.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74064.937500 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -74064.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74082.093750 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -74082.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74089.718750 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -74089.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74089.718750 Penalty: 3144.818115
	Iteration 8F: 3 clusters Score -74089.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Entering Unmasked Estep 
Score: -2418730.750000 Penalty: 2391.230225
	Iteration 0F: 2 clusters Score -2418731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2407641.250000 Penalty: 4782.460449
	Iteration 0F: 3 clusters Score -2407641 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2411282.250000 Penalty: 4782.460449
	Iteration 1F: 3 clusters Score -2411282 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2411680.500000 Penalty: 4782.460449
	Iteration 2F: 3 clusters Score -2411680 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2411935.750000 Penalty: 4782.460449
	Iteration 3Q: 3 clusters Score -2411936 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2412181.750000 Penalty: 4782.460449
	Iteration 4Q: 3 clusters Score -2412182 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2412412.500000 Penalty: 4782.460449
	Iteration 5Q: 3 clusters Score -2412412 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2412649.500000 Penalty: 4782.460449
	Iteration 6Q: 3 clusters Score -2412650 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2412879.750000 Penalty: 4782.460449
	Iteration 7Q: 3 clusters Score -2412880 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2413102.000000 Penalty: 4782.460449
	Iteration 8Q: 3 clusters Score -2413102 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2413290.750000 Penalty: 4782.460449
	Iteration 9Q: 3 clusters Score -2413291 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2413510.000000 Penalty: 4782.460449
	Iteration 10Q: 3 clusters Score -2413510 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2413752.250000 Penalty: 4782.460449
	Iteration 11Q: 3 clusters Score -2413752 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2414015.750000 Penalty: 4782.460449
	Iteration 12Q: 3 clusters Score -2414016 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2414293.750000 Penalty: 4782.460449
	Iteration 13Q: 3 clusters Score -2414294 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2414540.250000 Penalty: 4782.460449
	Iteration 14Q: 3 clusters Score -2414540 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2414750.750000 Penalty: 4782.460449
	Iteration 15Q: 3 clusters Score -2414751 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2414923.000000 Penalty: 4782.460449
	Iteration 16Q: 3 clusters Score -2414923 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2415071.000000 Penalty: 4782.460449
	Iteration 17Q: 3 clusters Score -2415071 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2415181.000000 Penalty: 4782.460449
	Iteration 18Q: 3 clusters Score -2415181 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2415270.750000 Penalty: 4782.460449
	Iteration 19Q: 3 clusters Score -2415271 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2415354.500000 Penalty: 4782.460449
	Iteration 20F: 3 clusters Score -2415354 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2415434.500000 Penalty: 4782.460449
	Iteration 21Q: 3 clusters Score -2415434 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2415496.750000 Penalty: 4782.460449
	Iteration 22Q: 3 clusters Score -2415497 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2415562.750000 Penalty: 4782.460449
	Iteration 23Q: 3 clusters Score -2415563 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2415626.000000 Penalty: 4782.460449
	Iteration 24Q: 3 clusters Score -2415626 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2415692.500000 Penalty: 4782.460449
	Iteration 25Q: 3 clusters Score -2415692 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2415753.250000 Penalty: 4782.460449
	Iteration 26Q: 3 clusters Score -2415753 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2415789.750000 Penalty: 4782.460449
	Iteration 27Q: 3 clusters Score -2415790 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2415842.500000 Penalty: 4782.460449
	Iteration 28Q: 3 clusters Score -2415842 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2415887.500000 Penalty: 4782.460449
	Iteration 29Q: 3 clusters Score -2415888 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2415932.500000 Penalty: 4782.460449
	Iteration 30Q: 3 clusters Score -2415932 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2415978.250000 Penalty: 4782.460449
	Iteration 31Q: 3 clusters Score -2415978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2416033.500000 Penalty: 4782.460449
	Iteration 32Q: 3 clusters Score -2416034 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2416106.500000 Penalty: 4782.460449
	Iteration 33Q: 3 clusters Score -2416106 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2416179.250000 Penalty: 4782.460449
	Iteration 34Q: 3 clusters Score -2416179 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2416271.000000 Penalty: 4782.460449
	Iteration 35Q: 3 clusters Score -2416271 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2416355.000000 Penalty: 4782.460449
	Iteration 36Q: 3 clusters Score -2416355 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2416436.750000 Penalty: 4782.460449
	Iteration 37Q: 3 clusters Score -2416437 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2416536.000000 Penalty: 4782.460449
	Iteration 38Q: 3 clusters Score -2416536 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2416633.250000 Penalty: 4782.460449
	Iteration 39Q: 3 clusters Score -2416633 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2416730.250000 Penalty: 4782.460449
	Iteration 40F: 3 clusters Score -2416730 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2416805.750000 Penalty: 4782.460449
	Iteration 41Q: 3 clusters Score -2416806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2416873.500000 Penalty: 4782.460449
	Iteration 42Q: 3 clusters Score -2416874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2416926.750000 Penalty: 4782.460449
	Iteration 43Q: 3 clusters Score -2416927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2416957.750000 Penalty: 4782.460449
	Iteration 44Q: 3 clusters Score -2416958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2416981.500000 Penalty: 4782.460449
	Iteration 45Q: 3 clusters Score -2416982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2416997.250000 Penalty: 4782.460449
	Iteration 46Q: 3 clusters Score -2416997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2417017.250000 Penalty: 4782.460449
	Iteration 47Q: 3 clusters Score -2417017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2417039.250000 Penalty: 4782.460449
	Iteration 48Q: 3 clusters Score -2417039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2417052.000000 Penalty: 4782.460449
	Iteration 49Q: 3 clusters Score -2417052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2417063.750000 Penalty: 4782.460449
	Iteration 50Q: 3 clusters Score -2417064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2417065.750000 Penalty: 4782.460449
	Iteration 51Q: 3 clusters Score -2417066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2417072.000000 Penalty: 4782.460449
	Iteration 52Q: 3 clusters Score -2417072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2417082.000000 Penalty: 4782.460449
	Iteration 53Q: 3 clusters Score -2417082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2417086.000000 Penalty: 4782.460449
	Iteration 54Q: 3 clusters Score -2417086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2417093.250000 Penalty: 4782.460449
	Iteration 55Q: 3 clusters Score -2417093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2417100.500000 Penalty: 4782.460449
	Iteration 56Q: 3 clusters Score -2417100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2417101.250000 Penalty: 4782.460449
	Iteration 57Q: 3 clusters Score -2417101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2417102.500000 Penalty: 4782.460449
	Iteration 58Q: 3 clusters Score -2417102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2417102.750000 Penalty: 4782.460449
	Iteration 59Q: 3 clusters Score -2417103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2417102.500000 Penalty: 4782.460449
	Iteration 60F: 3 clusters Score -2417102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2417104.500000 Penalty: 4782.460449
	Iteration 61Q: 3 clusters Score -2417104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2417102.500000 Penalty: 4782.460449
	Iteration 62Q: 3 clusters Score -2417102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2417100.500000 Penalty: 4782.460449
	Iteration 63Q: 3 clusters Score -2417100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2417100.500000 Penalty: 4782.460449
	Iteration 64F: 3 clusters Score -2417100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Entering Unmasked Estep 
Score: -429403.156250 Penalty: 1976.486572
	Iteration 0F: 2 clusters Score -429403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -426242.781250 Penalty: 3952.973145
	Iteration 0F: 3 clusters Score -426242.8 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -427159.062500 Penalty: 3952.973145
	Iteration 1F: 3 clusters Score -427159.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -427775.875000 Penalty: 3952.973145
	Iteration 2F: 3 clusters Score -427775.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -428323.593750 Penalty: 3952.973145
	Iteration 3F: 3 clusters Score -428323.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -428691.500000 Penalty: 3952.973145
	Iteration 4F: 3 clusters Score -428691.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -428898.937500 Penalty: 3952.973145
	Iteration 5F: 3 clusters Score -428898.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -429006.812500 Penalty: 3952.973145
	Iteration 6Q: 3 clusters Score -429006.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -429043.062500 Penalty: 3952.973145
	Iteration 7Q: 3 clusters Score -429043.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -429057.250000 Penalty: 3952.973145
	Iteration 8Q: 3 clusters Score -429057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -429063.218750 Penalty: 3952.973145
	Iteration 9Q: 3 clusters Score -429063.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -429065.906250 Penalty: 3952.973145
	Iteration 10Q: 3 clusters Score -429065.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -429068.218750 Penalty: 3952.973145
	Iteration 11Q: 3 clusters Score -429068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -429069.375000 Penalty: 3952.973145
	Iteration 12Q: 3 clusters Score -429069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -429072.562500 Penalty: 3952.973145
	Iteration 13Q: 3 clusters Score -429072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -429075.125000 Penalty: 3952.973145
	Iteration 14Q: 3 clusters Score -429075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -429075.906250 Penalty: 3952.973145
	Iteration 15Q: 3 clusters Score -429075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -429076.000000 Penalty: 3952.973145
	Iteration 16Q: 3 clusters Score -429076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -429075.687500 Penalty: 3952.973145
	Iteration 17Q: 3 clusters Score -429075.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -429075.687500 Penalty: 3952.973145
	Iteration 18F: 3 clusters Score -429075.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Entering Unmasked Estep 
Score: -4339784.000000 Penalty: 2540.473633
	Iteration 0F: 2 clusters Score -4339784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -4320420.500000 Penalty: 5080.947266
	Iteration 0F: 3 clusters Score -4320420 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -4327243.000000 Penalty: 5080.947266
	Iteration 1F: 3 clusters Score -4327243 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4327673.000000 Penalty: 5080.947266
	Iteration 2Q: 3 clusters Score -4327673 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4328055.500000 Penalty: 5080.947266
	Iteration 3Q: 3 clusters Score -4328056 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4328357.500000 Penalty: 5080.947266
	Iteration 4Q: 3 clusters Score -4328358 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4328709.000000 Penalty: 5080.947266
	Iteration 5Q: 3 clusters Score -4328709 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -4329090.500000 Penalty: 5080.947266
	Iteration 6Q: 3 clusters Score -4329090 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4329564.000000 Penalty: 5080.947266
	Iteration 7Q: 3 clusters Score -4329564 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4330277.500000 Penalty: 5080.947266
	Iteration 8Q: 3 clusters Score -4330278 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4331323.000000 Penalty: 5080.947266
	Iteration 9F: 3 clusters Score -4331323 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -4332732.000000 Penalty: 5080.947266
	Iteration 10F: 3 clusters Score -4332732 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -4334321.000000 Penalty: 5080.947266
	Iteration 11F: 3 clusters Score -4334321 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -4335647.000000 Penalty: 5080.947266
	Iteration 12F: 3 clusters Score -4335647 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -4336618.000000 Penalty: 5080.947266
	Iteration 13Q: 3 clusters Score -4336618 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -4337073.500000 Penalty: 5080.947266
	Iteration 14Q: 3 clusters Score -4337074 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4337290.500000 Penalty: 5080.947266
	Iteration 15Q: 3 clusters Score -4337290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4337394.500000 Penalty: 5080.947266
	Iteration 16Q: 3 clusters Score -4337394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4337455.000000 Penalty: 5080.947266
	Iteration 17Q: 3 clusters Score -4337455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -4337498.500000 Penalty: 5080.947266
	Iteration 18Q: 3 clusters Score -4337498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4337525.000000 Penalty: 5080.947266
	Iteration 19Q: 3 clusters Score -4337525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -4337529.000000 Penalty: 5080.947266
	Iteration 20F: 3 clusters Score -4337529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -4337538.500000 Penalty: 5080.947266
	Iteration 21Q: 3 clusters Score -4337538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -4337547.000000 Penalty: 5080.947266
	Iteration 22Q: 3 clusters Score -4337547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -4337553.500000 Penalty: 5080.947266
	Iteration 23Q: 3 clusters Score -4337554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -4337555.000000 Penalty: 5080.947266
	Iteration 24Q: 3 clusters Score -4337555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4337555.500000 Penalty: 5080.947266
	Iteration 25Q: 3 clusters Score -4337556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4337557.500000 Penalty: 5080.947266
	Iteration 26Q: 3 clusters Score -4337558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4337557.500000 Penalty: 5080.947266
	Iteration 27F: 3 clusters Score -4337558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Entering Unmasked Estep 
Score: -4539261.500000 Penalty: 2545.391846
	Iteration 0F: 2 clusters Score -4539262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4519588.500000 Penalty: 5090.783691
	Iteration 0F: 3 clusters Score -4519588 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -4526549.000000 Penalty: 5090.783691
	Iteration 1F: 3 clusters Score -4526549 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4526995.500000 Penalty: 5090.783691
	Iteration 2Q: 3 clusters Score -4526996 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -4527324.000000 Penalty: 5090.783691
	Iteration 3Q: 3 clusters Score -4527324 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -4527630.000000 Penalty: 5090.783691
	Iteration 4Q: 3 clusters Score -4527630 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4527905.000000 Penalty: 5090.783691
	Iteration 5Q: 3 clusters Score -4527905 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4528225.000000 Penalty: 5090.783691
	Iteration 6Q: 3 clusters Score -4528225 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4528558.000000 Penalty: 5090.783691
	Iteration 7Q: 3 clusters Score -4528558 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -4528918.500000 Penalty: 5090.783691
	Iteration 8Q: 3 clusters Score -4528918 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4529417.000000 Penalty: 5090.783691
	Iteration 9Q: 3 clusters Score -4529417 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -4530097.500000 Penalty: 5090.783691
	Iteration 10Q: 3 clusters Score -4530098 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -4530949.000000 Penalty: 5090.783691
	Iteration 11Q: 3 clusters Score -4530949 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -4531950.000000 Penalty: 5090.783691
	Iteration 12F: 3 clusters Score -4531950 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4533041.000000 Penalty: 5090.783691
	Iteration 13F: 3 clusters Score -4533041 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4534144.500000 Penalty: 5090.783691
	Iteration 14Q: 3 clusters Score -4534144 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4535069.500000 Penalty: 5090.783691
	Iteration 15Q: 3 clusters Score -4535070 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4535820.500000 Penalty: 5090.783691
	Iteration 16Q: 3 clusters Score -4535820 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4536316.500000 Penalty: 5090.783691
	Iteration 17Q: 3 clusters Score -4536316 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4536618.000000 Penalty: 5090.783691
	Iteration 18Q: 3 clusters Score -4536618 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4536816.000000 Penalty: 5090.783691
	Iteration 19Q: 3 clusters Score -4536816 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4536949.500000 Penalty: 5090.783691
	Iteration 20F: 3 clusters Score -4536950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4537045.000000 Penalty: 5090.783691
	Iteration 21Q: 3 clusters Score -4537045 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4537103.000000 Penalty: 5090.783691
	Iteration 22Q: 3 clusters Score -4537103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4537136.500000 Penalty: 5090.783691
	Iteration 23Q: 3 clusters Score -4537136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4537165.000000 Penalty: 5090.783691
	Iteration 24Q: 3 clusters Score -4537165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4537193.500000 Penalty: 5090.783691
	Iteration 25Q: 3 clusters Score -4537194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4537200.000000 Penalty: 5090.783691
	Iteration 26Q: 3 clusters Score -4537200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4537206.000000 Penalty: 5090.783691
	Iteration 27Q: 3 clusters Score -4537206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4537211.500000 Penalty: 5090.783691
	Iteration 28Q: 3 clusters Score -4537212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4537220.000000 Penalty: 5090.783691
	Iteration 29Q: 3 clusters Score -4537220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4537232.000000 Penalty: 5090.783691
	Iteration 30Q: 3 clusters Score -4537232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4537231.000000 Penalty: 5090.783691
	Iteration 31Q: 3 clusters Score -4537231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4537233.500000 Penalty: 5090.783691
	Iteration 32Q: 3 clusters Score -4537234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4537235.000000 Penalty: 5090.783691
	Iteration 33Q: 3 clusters Score -4537235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4537237.000000 Penalty: 5090.783691
	Iteration 34Q: 3 clusters Score -4537237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4537235.500000 Penalty: 5090.783691
	Iteration 35Q: 3 clusters Score -4537236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4537235.500000 Penalty: 5090.783691
	Iteration 36F: 3 clusters Score -4537236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11680.799805 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11680.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11969.245117 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -11969.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12048.431641 Penalty: 2607.717773
	Iteration 2F: 3 clusters Score -12048.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12140.515625 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12140.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -12148.780273 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12148.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12173.706055 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -12173.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12191.189453 Penalty: 2607.717773
	Iteration 6Q: 3 clusters Score -12191.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12192.802734 Penalty: 2607.717773
	Iteration 7Q: 3 clusters Score -12192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12192.802734 Penalty: 2607.717773
	Iteration 8F: 3 clusters Score -12192.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Entering Unmasked Estep 
Score: -1103512.625000 Penalty: 2211.991211
	Iteration 0F: 2 clusters Score -1103513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1097424.625000 Penalty: 4423.982422
	Iteration 0F: 3 clusters Score -1097425 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1099134.125000 Penalty: 4423.982422
	Iteration 1F: 3 clusters Score -1099134 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1099591.250000 Penalty: 4423.982422
	Iteration 2F: 3 clusters Score -1099591 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1100062.875000 Penalty: 4423.982422
	Iteration 3F: 3 clusters Score -1100063 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1100495.375000 Penalty: 4423.982422
	Iteration 4F: 3 clusters Score -1100495 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1100856.250000 Penalty: 4423.982422
	Iteration 5F: 3 clusters Score -1100856 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1101167.000000 Penalty: 4423.982422
	Iteration 6F: 3 clusters Score -1101167 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1101353.125000 Penalty: 4423.982422
	Iteration 7Q: 3 clusters Score -1101353 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1101488.625000 Penalty: 4423.982422
	Iteration 8Q: 3 clusters Score -1101489 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1101571.000000 Penalty: 4423.982422
	Iteration 9Q: 3 clusters Score -1101571 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1101648.250000 Penalty: 4423.982422
	Iteration 10Q: 3 clusters Score -1101648 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1101712.625000 Penalty: 4423.982422
	Iteration 11Q: 3 clusters Score -1101713 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1101765.500000 Penalty: 4423.982422
	Iteration 12Q: 3 clusters Score -1101766 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1101825.750000 Penalty: 4423.982422
	Iteration 13Q: 3 clusters Score -1101826 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1101880.125000 Penalty: 4423.982422
	Iteration 14Q: 3 clusters Score -1101880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1101938.125000 Penalty: 4423.982422
	Iteration 15Q: 3 clusters Score -1101938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1101996.750000 Penalty: 4423.982422
	Iteration 16Q: 3 clusters Score -1101997 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1102079.625000 Penalty: 4423.982422
	Iteration 17Q: 3 clusters Score -1102080 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1102200.500000 Penalty: 4423.982422
	Iteration 18Q: 3 clusters Score -1102200 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1102363.500000 Penalty: 4423.982422
	Iteration 19Q: 3 clusters Score -1102364 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1102537.625000 Penalty: 4423.982422
	Iteration 20F: 3 clusters Score -1102538 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1102669.625000 Penalty: 4423.982422
	Iteration 21Q: 3 clusters Score -1102670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1102783.375000 Penalty: 4423.982422
	Iteration 22Q: 3 clusters Score -1102783 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1102895.875000 Penalty: 4423.982422
	Iteration 23Q: 3 clusters Score -1102896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1103003.875000 Penalty: 4423.982422
	Iteration 24Q: 3 clusters Score -1103004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1103089.000000 Penalty: 4423.982422
	Iteration 25Q: 3 clusters Score -1103089 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1103166.250000 Penalty: 4423.982422
	Iteration 26Q: 3 clusters Score -1103166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1103218.125000 Penalty: 4423.982422
	Iteration 27Q: 3 clusters Score -1103218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1103244.250000 Penalty: 4423.982422
	Iteration 28Q: 3 clusters Score -1103244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1103275.750000 Penalty: 4423.982422
	Iteration 29Q: 3 clusters Score -1103276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1103297.500000 Penalty: 4423.982422
	Iteration 30Q: 3 clusters Score -1103298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1103316.500000 Penalty: 4423.982422
	Iteration 31Q: 3 clusters Score -1103316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1103326.250000 Penalty: 4423.982422
	Iteration 32Q: 3 clusters Score -1103326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1103338.875000 Penalty: 4423.982422
	Iteration 33Q: 3 clusters Score -1103339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1103347.125000 Penalty: 4423.982422
	Iteration 34Q: 3 clusters Score -1103347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1103347.125000 Penalty: 4423.982422
	Iteration 35Q: 3 clusters Score -1103347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1103351.000000 Penalty: 4423.982422
	Iteration 36Q: 3 clusters Score -1103351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1103349.625000 Penalty: 4423.982422
	Iteration 37Q: 3 clusters Score -1103350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1103350.500000 Penalty: 4423.982422
	Iteration 38Q: 3 clusters Score -1103350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1103353.625000 Penalty: 4423.982422
	Iteration 39Q: 3 clusters Score -1103354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1103355.750000 Penalty: 4423.982422
	Iteration 40F: 3 clusters Score -1103356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1103356.125000 Penalty: 4423.982422
	Iteration 41Q: 3 clusters Score -1103356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1103356.250000 Penalty: 4423.982422
	Iteration 42Q: 3 clusters Score -1103356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1103355.500000 Penalty: 4423.982422
	Iteration 43Q: 3 clusters Score -1103356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1103355.500000 Penalty: 4423.982422
	Iteration 44F: 3 clusters Score -1103356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -115889.968750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -115890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -114093.843750 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -114093.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114413.648438 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -114413.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -114538.507812 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -114538.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -114606.078125 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -114606.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114667.585938 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -114667.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -114726.234375 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -114726.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114786.375000 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -114786.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -114924.554688 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -114924.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -114959.390625 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -114959.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -114977.500000 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -114977.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114985.687500 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -114985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -114993.648438 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -114993.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114998.875000 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -114998.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -115000.968750 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -115001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -115000.968750 Penalty: 3330.830322
	Iteration 14F: 3 clusters Score -115001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34720.890625 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34720.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34820.664062 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34820.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34909.113281 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34909.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34933.617188 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -34933.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34947.535156 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -34947.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34964.304688 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -34964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34968.816406 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -34968.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34972.429688 Penalty: 2760.002197
	Iteration 7Q: 3 clusters Score -34972.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34977.628906 Penalty: 2760.002197
	Iteration 8Q: 3 clusters Score -34977.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34977.628906 Penalty: 2760.002197
	Iteration 9F: 3 clusters Score -34977.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37240.503906 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37240.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37366.992188 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37366.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37455.847656 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37455.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37525.285156 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37525.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37539.000000 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37539.000000 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -37539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17795.082031 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17795.08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18180.628906 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -18180.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18299.736328 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18299.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18382.117188 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -18382.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18471.052734 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18471.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18530.109375 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -18530.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18535.046875 Penalty: 2699.439209
	Iteration 6F: 3 clusters Score -18535.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18628.595703 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -18628.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18642.433594 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -18642.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18645.152344 Penalty: 2699.439209
	Iteration 9Q: 3 clusters Score -18645.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18680.916016 Penalty: 2699.439209
	Iteration 10Q: 3 clusters Score -18680.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18717.339844 Penalty: 2699.439209
	Iteration 11Q: 3 clusters Score -18717.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18717.339844 Penalty: 2699.439209
	Iteration 12F: 3 clusters Score -18717.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -31857.376953 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -31857.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30683.623047 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -30683.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30767.939453 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -30767.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30782.722656 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -30782.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30782.722656 Penalty: 2699.439209
	Iteration 3F: 3 clusters Score -30782.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126116 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109559 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98829 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28109 members 
Mstep: Class 31 contains 28672 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 124812.671875
Iteration 279Q: 39 clusters Score -8.672312e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13971 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126117 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109552 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98835 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28109 members 
Mstep: Class 31 contains 28669 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 124812.671875
Iteration 280F: 39 clusters Score -8.672318e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13970 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126117 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34560 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109551 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98839 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15403 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28107 members 
Mstep: Class 31 contains 28669 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723240.000000 Penalty: 124812.671875
Iteration 281Q: 39 clusters Score -8.672324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13969 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126124 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34560 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109542 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98840 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28109 members 
Mstep: Class 31 contains 28668 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723248.000000 Penalty: 124812.671875
Iteration 282Q: 39 clusters Score -8.672325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13969 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126124 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24410 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34560 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109543 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98841 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28108 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723280.000000 Penalty: 124812.671875
Iteration 283Q: 39 clusters Score -8.672328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13969 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126125 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34560 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109538 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98844 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28108 members 
Mstep: Class 31 contains 28667 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723304.000000 Penalty: 124812.671875
Iteration 284Q: 39 clusters Score -8.67233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13969 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126128 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24408 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12308 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109531 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98849 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28110 members 
Mstep: Class 31 contains 28666 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723152.000000 Penalty: 124812.671875
Iteration 285Q: 39 clusters Score -8.672315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13969 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126129 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24408 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109527 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98852 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2892 members 
Mstep: Class 30 contains 28113 members 
Mstep: Class 31 contains 28662 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 124812.671875
Iteration 286Q: 39 clusters Score -8.672318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126127 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24407 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109529 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98855 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15407 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28114 members 
Mstep: Class 31 contains 28660 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 287Q: 39 clusters Score -8.672314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126131 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24405 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109527 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98853 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15407 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28114 members 
Mstep: Class 31 contains 28661 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723192.000000 Penalty: 124812.671875
Iteration 288Q: 39 clusters Score -8.672319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126134 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24405 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109521 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98856 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15407 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28114 members 
Mstep: Class 31 contains 28661 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 124812.671875
Iteration 289Q: 39 clusters Score -8.672318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126137 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24404 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109516 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98860 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28115 members 
Mstep: Class 31 contains 28661 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723232.000000 Penalty: 124812.671875
Iteration 290Q: 39 clusters Score -8.672323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126135 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24404 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109516 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98858 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28117 members 
Mstep: Class 31 contains 28661 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 291Q: 39 clusters Score -8.672329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126139 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24404 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109510 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98859 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28117 members 
Mstep: Class 31 contains 28662 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723320.000000 Penalty: 124812.671875
Iteration 292Q: 39 clusters Score -8.672332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126144 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24403 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109503 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98862 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28117 members 
Mstep: Class 31 contains 28662 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 124812.671875
Iteration 293Q: 39 clusters Score -8.672327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126142 members 
Mstep: Class 10 contains 8887 members 
Mstep: Class 11 contains 24402 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109496 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98870 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28118 members 
Mstep: Class 31 contains 28662 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723320.000000 Penalty: 124812.671875
Iteration 294Q: 39 clusters Score -8.672332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126141 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24402 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109489 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98878 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28118 members 
Mstep: Class 31 contains 28662 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723320.000000 Penalty: 124812.671875
Iteration 295Q: 39 clusters Score -8.672332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126141 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24402 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34564 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109479 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98889 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28118 members 
Mstep: Class 31 contains 28662 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 296Q: 39 clusters Score -8.672331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126140 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24402 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109470 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98902 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28118 members 
Mstep: Class 31 contains 28660 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723344.000000 Penalty: 124812.671875
Iteration 297Q: 39 clusters Score -8.672334e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126135 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24402 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109469 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98911 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28118 members 
Mstep: Class 31 contains 28659 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723344.000000 Penalty: 124812.671875
Iteration 298Q: 39 clusters Score -8.672334e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126132 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109471 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98917 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28119 members 
Mstep: Class 31 contains 28657 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723328.000000 Penalty: 124812.671875
Iteration 299Q: 39 clusters Score -8.672333e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6884 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126140 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34562 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109457 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98921 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15407 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28119 members 
Mstep: Class 31 contains 28657 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723352.000000 Penalty: 124812.671875
Iteration 300F: 39 clusters Score -8.672335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126138 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109458 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98925 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28121 members 
Mstep: Class 31 contains 28657 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723344.000000 Penalty: 124812.671875
Iteration 301Q: 39 clusters Score -8.672334e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126136 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34561 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109450 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98940 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28121 members 
Mstep: Class 31 contains 28655 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723328.000000 Penalty: 124812.671875
Iteration 302Q: 39 clusters Score -8.672333e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6886 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126131 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24402 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109435 members 
Mstep: Class 25 contains 2939 members 
Mstep: Class 26 contains 98959 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28122 members 
Mstep: Class 31 contains 28654 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723384.000000 Penalty: 124812.671875
Iteration 303Q: 39 clusters Score -8.672338e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126132 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24404 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34558 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109424 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98968 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28124 members 
Mstep: Class 31 contains 28654 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723344.000000 Penalty: 124812.671875
Iteration 304Q: 39 clusters Score -8.672334e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126133 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24406 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34555 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109415 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98982 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28123 members 
Mstep: Class 31 contains 28652 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723416.000000 Penalty: 124812.671875
Iteration 305Q: 39 clusters Score -8.672342e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126131 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24407 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34555 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109404 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 98999 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28122 members 
Mstep: Class 31 contains 28649 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723432.000000 Penalty: 124812.671875
Iteration 306Q: 39 clusters Score -8.672343e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126127 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24404 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34555 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109398 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 99008 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28122 members 
Mstep: Class 31 contains 28651 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723416.000000 Penalty: 124812.671875
Iteration 307Q: 39 clusters Score -8.672342e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126124 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24402 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34553 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109380 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 99034 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28122 members 
Mstep: Class 31 contains 28646 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723400.000000 Penalty: 124812.671875
Iteration 308Q: 39 clusters Score -8.67234e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126120 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24399 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34553 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109363 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 99058 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28123 members 
Mstep: Class 31 contains 28644 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7478 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723432.000000 Penalty: 124812.671875
Iteration 309Q: 39 clusters Score -8.672343e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126115 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24397 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12307 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34551 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109347 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 99085 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28124 members 
Mstep: Class 31 contains 28643 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723432.000000 Penalty: 124812.671875
Iteration 310Q: 39 clusters Score -8.672343e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126114 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24394 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12306 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109330 members 
Mstep: Class 25 contains 2939 members 
Mstep: Class 26 contains 99101 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28126 members 
Mstep: Class 31 contains 28644 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723440.000000 Penalty: 124812.671875
Iteration 311Q: 39 clusters Score -8.672344e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13966 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126120 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24395 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6210 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109306 members 
Mstep: Class 25 contains 2939 members 
Mstep: Class 26 contains 99115 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28132 members 
Mstep: Class 31 contains 28645 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723464.000000 Penalty: 124812.671875
Iteration 312Q: 39 clusters Score -8.672346e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126127 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24393 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12305 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34545 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109304 members 
Mstep: Class 25 contains 2940 members 
Mstep: Class 26 contains 99122 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28132 members 
Mstep: Class 31 contains 28642 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723432.000000 Penalty: 124812.671875
Iteration 313Q: 39 clusters Score -8.672343e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126123 members 
Mstep: Class 10 contains 8888 members 
Mstep: Class 11 contains 24388 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109315 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99122 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28131 members 
Mstep: Class 31 contains 28642 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7477 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723384.000000 Penalty: 124812.671875
Iteration 314Q: 39 clusters Score -8.672338e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126123 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24385 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109314 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99131 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28129 members 
Mstep: Class 31 contains 28641 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7476 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723416.000000 Penalty: 124812.671875
Iteration 315Q: 39 clusters Score -8.672342e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126116 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24378 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109326 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99138 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28127 members 
Mstep: Class 31 contains 28638 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723328.000000 Penalty: 124812.671875
Iteration 316Q: 39 clusters Score -8.672333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6885 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126112 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24372 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109329 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99144 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28127 members 
Mstep: Class 31 contains 28636 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723392.000000 Penalty: 124812.671875
Iteration 317Q: 39 clusters Score -8.672339e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126104 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109331 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99148 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28130 members 
Mstep: Class 31 contains 28633 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7475 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723448.000000 Penalty: 124812.671875
Iteration 318Q: 39 clusters Score -8.672345e+07 nChanged 54
Entering ConstructFrom: 
Score: -86723448.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -109737.789062 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -109737.8 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 431 members 
Entering Unmasked Estep 
Score: -107981.968750 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -107982 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108429.242188 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -108429.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -108768.320312 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -108768.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -109208.984375 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -109209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -109480.687500 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -109480.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -109715.515625 Penalty: 3358.311768
	Iteration 5F: 3 clusters Score -109715.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109807.414062 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -109807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109854.234375 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -109854.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109883.726562 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -109883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -109892.531250 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -109892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -109895.179688 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -109895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -109897.507812 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -109897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -109898.570312 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -109898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -109898.570312 Penalty: 3358.311768
	Iteration 13F: 3 clusters Score -109898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126088 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12303 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109346 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99146 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28133 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 325 members 
Entering Unmasked Estep 
Score: -86721952.000000 Penalty: 128097.218750
Splitting cluster 1 changes total score from -86723448.000000 to -86721952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -357970.531250 Penalty: 1929.825928
	Iteration 0F: 2 clusters Score -357970.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -355037.968750 Penalty: 3859.651855
	Iteration 0F: 3 clusters Score -355038 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -355603.531250 Penalty: 3859.651855
	Iteration 1F: 3 clusters Score -355603.5 nChanged 207
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: -355798.968750 Penalty: 3859.651855
	Iteration 2F: 3 clusters Score -355799 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -355932.562500 Penalty: 3859.651855
	Iteration 3F: 3 clusters Score -355932.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -356017.312500 Penalty: 3859.651855
	Iteration 4Q: 3 clusters Score -356017.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -356115.750000 Penalty: 3859.651855
	Iteration 5Q: 3 clusters Score -356115.8 nChanged 77
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: -356219.156250 Penalty: 3859.651855
	Iteration 6Q: 3 clusters Score -356219.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -356330.781250 Penalty: 3859.651855
	Iteration 7Q: 3 clusters Score -356330.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -356435.468750 Penalty: 3859.651855
	Iteration 8Q: 3 clusters Score -356435.5 nChanged 78
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: -356521.343750 Penalty: 3859.651855
	Iteration 9Q: 3 clusters Score -356521.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -356588.125000 Penalty: 3859.651855
	Iteration 10Q: 3 clusters Score -356588.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -356641.031250 Penalty: 3859.651855
	Iteration 11Q: 3 clusters Score -356641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -356677.375000 Penalty: 3859.651855
	Iteration 12Q: 3 clusters Score -356677.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -356707.406250 Penalty: 3859.651855
	Iteration 13Q: 3 clusters Score -356707.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -356735.250000 Penalty: 3859.651855
	Iteration 14Q: 3 clusters Score -356735.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -356751.375000 Penalty: 3859.651855
	Iteration 15Q: 3 clusters Score -356751.4 nChanged 18
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: -356759.375000 Penalty: 3859.651855
	Iteration 16Q: 3 clusters Score -356759.4 nChanged 12
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: -356767.906250 Penalty: 3859.651855
	Iteration 17Q: 3 clusters Score -356767.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -356774.375000 Penalty: 3859.651855
	Iteration 18Q: 3 clusters Score -356774.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -356777.562500 Penalty: 3859.651855
	Iteration 19Q: 3 clusters Score -356777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -356781.093750 Penalty: 3859.651855
	Iteration 20F: 3 clusters Score -356781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -356783.406250 Penalty: 3859.651855
	Iteration 21Q: 3 clusters Score -356783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -356783.468750 Penalty: 3859.651855
	Iteration 22Q: 3 clusters Score -356783.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -356783.468750 Penalty: 3859.651855
	Iteration 23F: 3 clusters Score -356783.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Entering Unmasked Estep 
Score: -2193732.000000 Penalty: 2366.988770
	Iteration 0F: 2 clusters Score -2193732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2183618.250000 Penalty: 4733.977539
	Iteration 0F: 3 clusters Score -2183618 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2186874.750000 Penalty: 4733.977539
	Iteration 1F: 3 clusters Score -2186875 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2187360.750000 Penalty: 4733.977539
	Iteration 2F: 3 clusters Score -2187361 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2187831.000000 Penalty: 4733.977539
	Iteration 3F: 3 clusters Score -2187831 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2188400.500000 Penalty: 4733.977539
	Iteration 4F: 3 clusters Score -2188400 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2189096.000000 Penalty: 4733.977539
	Iteration 5F: 3 clusters Score -2189096 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2189870.750000 Penalty: 4733.977539
	Iteration 6F: 3 clusters Score -2189871 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2190627.000000 Penalty: 4733.977539
	Iteration 7F: 3 clusters Score -2190627 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2191243.500000 Penalty: 4733.977539
	Iteration 8F: 3 clusters Score -2191244 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2191643.250000 Penalty: 4733.977539
	Iteration 9Q: 3 clusters Score -2191643 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2191929.750000 Penalty: 4733.977539
	Iteration 10Q: 3 clusters Score -2191930 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2192124.500000 Penalty: 4733.977539
	Iteration 11Q: 3 clusters Score -2192124 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2192279.500000 Penalty: 4733.977539
	Iteration 12Q: 3 clusters Score -2192280 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2192423.750000 Penalty: 4733.977539
	Iteration 13Q: 3 clusters Score -2192424 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2192578.750000 Penalty: 4733.977539
	Iteration 14Q: 3 clusters Score -2192579 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2192731.500000 Penalty: 4733.977539
	Iteration 15Q: 3 clusters Score -2192732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2192852.750000 Penalty: 4733.977539
	Iteration 16Q: 3 clusters Score -2192853 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2192949.500000 Penalty: 4733.977539
	Iteration 17Q: 3 clusters Score -2192950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2193041.250000 Penalty: 4733.977539
	Iteration 18Q: 3 clusters Score -2193041 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2193095.000000 Penalty: 4733.977539
	Iteration 19Q: 3 clusters Score -2193095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2193121.500000 Penalty: 4733.977539
	Iteration 20F: 3 clusters Score -2193122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2193147.250000 Penalty: 4733.977539
	Iteration 21Q: 3 clusters Score -2193147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2193151.250000 Penalty: 4733.977539
	Iteration 22Q: 3 clusters Score -2193151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2193154.750000 Penalty: 4733.977539
	Iteration 23Q: 3 clusters Score -2193155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2193155.250000 Penalty: 4733.977539
	Iteration 24Q: 3 clusters Score -2193155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2193159.500000 Penalty: 4733.977539
	Iteration 25Q: 3 clusters Score -2193160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2193162.000000 Penalty: 4733.977539
	Iteration 26Q: 3 clusters Score -2193162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2193163.750000 Penalty: 4733.977539
	Iteration 27Q: 3 clusters Score -2193164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2193165.000000 Penalty: 4733.977539
	Iteration 28Q: 3 clusters Score -2193165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2193167.750000 Penalty: 4733.977539
	Iteration 29Q: 3 clusters Score -2193168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2193166.000000 Penalty: 4733.977539
	Iteration 30Q: 3 clusters Score -2193166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2193168.000000 Penalty: 4733.977539
	Iteration 31Q: 3 clusters Score -2193168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2193168.000000 Penalty: 4733.977539
	Iteration 32F: 3 clusters Score -2193168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -1030629.062500 Penalty: 2191.708984
	Iteration 0F: 2 clusters Score -1030629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1024884.000000 Penalty: 4383.417969
	Iteration 0F: 3 clusters Score -1024884 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1026410.500000 Penalty: 4383.417969
	Iteration 1F: 3 clusters Score -1026410 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1026675.437500 Penalty: 4383.417969
	Iteration 2F: 3 clusters Score -1026675 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1026865.750000 Penalty: 4383.417969
	Iteration 3F: 3 clusters Score -1026866 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1027032.562500 Penalty: 4383.417969
	Iteration 4Q: 3 clusters Score -1027033 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1027244.312500 Penalty: 4383.417969
	Iteration 5Q: 3 clusters Score -1027244 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1027502.375000 Penalty: 4383.417969
	Iteration 6Q: 3 clusters Score -1027502 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1027745.812500 Penalty: 4383.417969
	Iteration 7Q: 3 clusters Score -1027746 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1027945.125000 Penalty: 4383.417969
	Iteration 8Q: 3 clusters Score -1027945 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1028085.000000 Penalty: 4383.417969
	Iteration 9Q: 3 clusters Score -1028085 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1028207.437500 Penalty: 4383.417969
	Iteration 10Q: 3 clusters Score -1028207 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1028324.187500 Penalty: 4383.417969
	Iteration 11Q: 3 clusters Score -1028324 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1028421.062500 Penalty: 4383.417969
	Iteration 12Q: 3 clusters Score -1028421 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1028516.937500 Penalty: 4383.417969
	Iteration 13Q: 3 clusters Score -1028517 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1028615.750000 Penalty: 4383.417969
	Iteration 14Q: 3 clusters Score -1028616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1028704.125000 Penalty: 4383.417969
	Iteration 15Q: 3 clusters Score -1028704 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1028814.250000 Penalty: 4383.417969
	Iteration 16Q: 3 clusters Score -1028814 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1028943.500000 Penalty: 4383.417969
	Iteration 17Q: 3 clusters Score -1028944 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1029076.750000 Penalty: 4383.417969
	Iteration 18Q: 3 clusters Score -1029077 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1029212.187500 Penalty: 4383.417969
	Iteration 19Q: 3 clusters Score -1029212 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1029422.500000 Penalty: 4383.417969
	Iteration 20F: 3 clusters Score -1029422 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1029640.937500 Penalty: 4383.417969
	Iteration 21Q: 3 clusters Score -1029641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1029827.937500 Penalty: 4383.417969
	Iteration 22Q: 3 clusters Score -1029828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1030049.437500 Penalty: 4383.417969
	Iteration 23Q: 3 clusters Score -1030049 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1030243.250000 Penalty: 4383.417969
	Iteration 24Q: 3 clusters Score -1030243 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1030384.687500 Penalty: 4383.417969
	Iteration 25Q: 3 clusters Score -1030385 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1030484.250000 Penalty: 4383.417969
	Iteration 26Q: 3 clusters Score -1030484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1030552.937500 Penalty: 4383.417969
	Iteration 27Q: 3 clusters Score -1030553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1030599.250000 Penalty: 4383.417969
	Iteration 28Q: 3 clusters Score -1030599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1030629.750000 Penalty: 4383.417969
	Iteration 29Q: 3 clusters Score -1030630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1030641.812500 Penalty: 4383.417969
	Iteration 30Q: 3 clusters Score -1030642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1030654.000000 Penalty: 4383.417969
	Iteration 31Q: 3 clusters Score -1030654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1030663.187500 Penalty: 4383.417969
	Iteration 32Q: 3 clusters Score -1030663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1030670.500000 Penalty: 4383.417969
	Iteration 33Q: 3 clusters Score -1030670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1030673.937500 Penalty: 4383.417969
	Iteration 34Q: 3 clusters Score -1030674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1030676.500000 Penalty: 4383.417969
	Iteration 35Q: 3 clusters Score -1030676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1030678.937500 Penalty: 4383.417969
	Iteration 36Q: 3 clusters Score -1030679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1030680.625000 Penalty: 4383.417969
	Iteration 37Q: 3 clusters Score -1030681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1030682.062500 Penalty: 4383.417969
	Iteration 38Q: 3 clusters Score -1030682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1030682.812500 Penalty: 4383.417969
	Iteration 39Q: 3 clusters Score -1030683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1030684.250000 Penalty: 4383.417969
	Iteration 40F: 3 clusters Score -1030684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1030685.062500 Penalty: 4383.417969
	Iteration 41Q: 3 clusters Score -1030685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1030687.375000 Penalty: 4383.417969
	Iteration 42Q: 3 clusters Score -1030687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1030688.187500 Penalty: 4383.417969
	Iteration 43Q: 3 clusters Score -1030688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1030688.250000 Penalty: 4383.417969
	Iteration 44Q: 3 clusters Score -1030688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1030689.875000 Penalty: 4383.417969
	Iteration 45Q: 3 clusters Score -1030690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1030690.750000 Penalty: 4383.417969
	Iteration 46Q: 3 clusters Score -1030691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1030690.750000 Penalty: 4383.417969
	Iteration 47F: 3 clusters Score -1030691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 1071 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126088 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12303 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109346 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99146 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28133 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 5817 members 
Entering Unmasked Estep 
Score: -86722464.000000 Penalty: 128097.218750
Splitting cluster 4 changes total score from -86723448.000000 to -86722464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67968.414062 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67968.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66581.703125 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -66581.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67070.640625 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -67070.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67217.382812 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -67217.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67332.937500 Penalty: 3094.208984
	Iteration 3Q: 3 clusters Score -67332.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67414.976562 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -67414.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67460.726562 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -67460.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67480.968750 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -67480.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67497.882812 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -67497.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67509.140625 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -67509.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67550.742188 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -67550.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67586.859375 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -67586.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67684.734375 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -67684.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67765.718750 Penalty: 3094.208984
	Iteration 12Q: 3 clusters Score -67765.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67817.367188 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -67817.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67828.726562 Penalty: 3094.208984
	Iteration 14Q: 3 clusters Score -67828.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67833.179688 Penalty: 3094.208984
	Iteration 15Q: 3 clusters Score -67833.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67838.156250 Penalty: 3094.208984
	Iteration 16Q: 3 clusters Score -67838.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67841.664062 Penalty: 3094.208984
	Iteration 17Q: 3 clusters Score -67841.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67841.664062 Penalty: 3094.208984
	Iteration 18F: 3 clusters Score -67841.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229021.578125 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -229021.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -229720.203125 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229720.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -230108.437500 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -230108.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -230415.546875 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -230415.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -230617.156250 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -230617.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -230727.890625 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -230727.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -230786.250000 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -230786.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -230831.718750 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -230831.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -230855.234375 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -230868.687500 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -230877.421875 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -230881.406250 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -230886.078125 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -230889.593750 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230889.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -230889.593750 Penalty: 3664.303711
	Iteration 14F: 3 clusters Score -230889.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 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 302 members 
Entering Unmasked Estep 
Score: -78270.445312 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78270.45 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78494.960938 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78494.96 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78701.570312 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78701.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -78828.140625 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -78828.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -78937.617188 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78937.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79016.414062 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -79016.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -79032.328125 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -79032.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79044.343750 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -79044.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79053.867188 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -79053.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -79064.617188 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -79064.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -79066.789062 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -79066.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79071.976562 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -79071.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79071.976562 Penalty: 3180.261963
	Iteration 12F: 3 clusters Score -79071.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -116180.593750 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -116180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114417.664062 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -114417.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114665.281250 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -114665.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -114751.210938 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -114751.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -114777.078125 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -114777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114793.710938 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -114793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114802.234375 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -114802.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114812.960938 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -114813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114820.796875 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -114820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -114826.078125 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -114826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -114831.523438 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -114831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114838.304688 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -114838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114843.453125 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -114843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114845.593750 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -114845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -114850.093750 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -114850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114852.929688 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -114852.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114852.929688 Penalty: 3299.179688
	Iteration 15F: 3 clusters Score -114852.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (126088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126088 members 
Entering Unmasked Estep 
Score: -19819238.000000 Penalty: 2912.694336
	Iteration 0F: 2 clusters Score -1.981924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -19738448.000000 Penalty: 5825.388672
	Iteration 0F: 3 clusters Score -1.973845e+07 nChanged 60042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -19773450.000000 Penalty: 5825.388672
	Iteration 1F: 3 clusters Score -1.977345e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -19774070.000000 Penalty: 5825.388672
	Iteration 2Q: 3 clusters Score -1.977407e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -19775058.000000 Penalty: 5825.388672
	Iteration 3Q: 3 clusters Score -1.977506e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -19776142.000000 Penalty: 5825.388672
	Iteration 4Q: 3 clusters Score -1.977614e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -19777728.000000 Penalty: 5825.388672
	Iteration 5Q: 3 clusters Score -1.977773e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -19779684.000000 Penalty: 5825.388672
	Iteration 6Q: 3 clusters Score -1.977968e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56155 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -19782234.000000 Penalty: 5825.388672
	Iteration 7Q: 3 clusters Score -1.978223e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -19786208.000000 Penalty: 5825.388672
	Iteration 8F: 3 clusters Score -1.978621e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -19791384.000000 Penalty: 5825.388672
	Iteration 9F: 3 clusters Score -1.979138e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -19798256.000000 Penalty: 5825.388672
	Iteration 10F: 3 clusters Score -1.979826e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 88024 members 
Entering Unmasked Estep 
Score: -19804576.000000 Penalty: 5825.388672
	Iteration 11F: 3 clusters Score -1.980458e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -19808558.000000 Penalty: 5825.388672
	Iteration 12Q: 3 clusters Score -1.980856e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 93304 members 
Entering Unmasked Estep 
Score: -19810684.000000 Penalty: 5825.388672
	Iteration 13Q: 3 clusters Score -1.981068e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 95303 members 
Entering Unmasked Estep 
Score: -19812346.000000 Penalty: 5825.388672
	Iteration 14Q: 3 clusters Score -1.981235e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -19813692.000000 Penalty: 5825.388672
	Iteration 15Q: 3 clusters Score -1.981369e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -19814836.000000 Penalty: 5825.388672
	Iteration 16Q: 3 clusters Score -1.981484e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -19815620.000000 Penalty: 5825.388672
	Iteration 17Q: 3 clusters Score -1.981562e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -19816108.000000 Penalty: 5825.388672
	Iteration 18Q: 3 clusters Score -1.981611e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -19816472.000000 Penalty: 5825.388672
	Iteration 19Q: 3 clusters Score -1.981647e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -19816698.000000 Penalty: 5825.388672
	Iteration 20F: 3 clusters Score -1.98167e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -19817004.000000 Penalty: 5825.388672
	Iteration 21Q: 3 clusters Score -1.9817e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 112223 members 
Entering Unmasked Estep 
Score: -19817056.000000 Penalty: 5825.388672
	Iteration 22Q: 3 clusters Score -1.981706e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
Score: -19817042.000000 Penalty: 5825.388672
	Iteration 23Q: 3 clusters Score -1.981704e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 116207 members 
Entering Unmasked Estep 
Score: -19817064.000000 Penalty: 5825.388672
	Iteration 24Q: 3 clusters Score -1.981706e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 117888 members 
Entering Unmasked Estep 
Score: -19817142.000000 Penalty: 5825.388672
	Iteration 25Q: 3 clusters Score -1.981714e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 119317 members 
Entering Unmasked Estep 
Score: -19817032.000000 Penalty: 5825.388672
	Iteration 26Q: 3 clusters Score -1.981703e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 120585 members 
Entering Unmasked Estep 
Score: -19817040.000000 Penalty: 5825.388672
	Iteration 27Q: 3 clusters Score -1.981704e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 121655 members 
Entering Unmasked Estep 
Score: -19816980.000000 Penalty: 5825.388672
	Iteration 28Q: 3 clusters Score -1.981698e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -19817008.000000 Penalty: 5825.388672
	Iteration 29Q: 3 clusters Score -1.981701e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -19817032.000000 Penalty: 5825.388672
	Iteration 30Q: 3 clusters Score -1.981703e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 123766 members 
Entering Unmasked Estep 
Score: -19817072.000000 Penalty: 5825.388672
	Iteration 31Q: 3 clusters Score -1.981707e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -19817044.000000 Penalty: 5825.388672
	Iteration 32Q: 3 clusters Score -1.981704e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 124477 members 
Entering Unmasked Estep 
Score: -19817024.000000 Penalty: 5825.388672
	Iteration 33Q: 3 clusters Score -1.981702e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 124706 members 
Entering Unmasked Estep 
Score: -19817048.000000 Penalty: 5825.388672
	Iteration 34Q: 3 clusters Score -1.981705e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 124885 members 
Entering Unmasked Estep 
Score: -19816970.000000 Penalty: 5825.388672
	Iteration 35Q: 3 clusters Score -1.981697e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -19816962.000000 Penalty: 5825.388672
	Iteration 36Q: 3 clusters Score -1.981696e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 125113 members 
Entering Unmasked Estep 
Score: -19816952.000000 Penalty: 5825.388672
	Iteration 37Q: 3 clusters Score -1.981695e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 125196 members 
Entering Unmasked Estep 
Score: -19816930.000000 Penalty: 5825.388672
	Iteration 38Q: 3 clusters Score -1.981693e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 125268 members 
Entering Unmasked Estep 
Score: -19816930.000000 Penalty: 5825.388672
	Iteration 39Q: 3 clusters Score -1.981693e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 125323 members 
Entering Unmasked Estep 
Score: -19816922.000000 Penalty: 5825.388672
	Iteration 40F: 3 clusters Score -1.981692e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 125377 members 
Entering Unmasked Estep 
Score: -19816926.000000 Penalty: 5825.388672
	Iteration 41Q: 3 clusters Score -1.981693e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -19816940.000000 Penalty: 5825.388672
	Iteration 42Q: 3 clusters Score -1.981694e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -19816918.000000 Penalty: 5825.388672
	Iteration 43Q: 3 clusters Score -1.981692e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 125486 members 
Entering Unmasked Estep 
Score: -19816914.000000 Penalty: 5825.388672
	Iteration 44Q: 3 clusters Score -1.981691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 125506 members 
Entering Unmasked Estep 
Score: -19816922.000000 Penalty: 5825.388672
	Iteration 45Q: 3 clusters Score -1.981692e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 125533 members 
Entering Unmasked Estep 
Score: -19816926.000000 Penalty: 5825.388672
	Iteration 46Q: 3 clusters Score -1.981693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 125553 members 
Entering Unmasked Estep 
Score: -19816922.000000 Penalty: 5825.388672
	Iteration 47Q: 3 clusters Score -1.981692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -19816936.000000 Penalty: 5825.388672
	Iteration 48Q: 3 clusters Score -1.981694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 125583 members 
Entering Unmasked Estep 
Score: -19816926.000000 Penalty: 5825.388672
	Iteration 49Q: 3 clusters Score -1.981693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -19816936.000000 Penalty: 5825.388672
	Iteration 50Q: 3 clusters Score -1.981694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 125601 members 
Entering Unmasked Estep 
Score: -19816940.000000 Penalty: 5825.388672
	Iteration 51Q: 3 clusters Score -1.981694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 125607 members 
Entering Unmasked Estep 
Score: -19816954.000000 Penalty: 5825.388672
	Iteration 52Q: 3 clusters Score -1.981695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -19816944.000000 Penalty: 5825.388672
	Iteration 53Q: 3 clusters Score -1.981694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 125612 members 
Entering Unmasked Estep 
Score: -19816940.000000 Penalty: 5825.388672
	Iteration 54Q: 3 clusters Score -1.981694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 125614 members 
Entering Unmasked Estep 
Score: -19816950.000000 Penalty: 5825.388672
	Iteration 55Q: 3 clusters Score -1.981695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -19816950.000000 Penalty: 5825.388672
	Iteration 56Q: 3 clusters Score -1.981695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -19816946.000000 Penalty: 5825.388672
	Iteration 57Q: 3 clusters Score -1.981695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 125620 members 
Entering Unmasked Estep 
Score: -19816950.000000 Penalty: 5825.388672
	Iteration 58Q: 3 clusters Score -1.981695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -19816926.000000 Penalty: 5825.388672
	Iteration 59Q: 3 clusters Score -1.981693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 125631 members 
Entering Unmasked Estep 
Score: -19816932.000000 Penalty: 5825.388672
	Iteration 60F: 3 clusters Score -1.981693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -19816930.000000 Penalty: 5825.388672
	Iteration 61Q: 3 clusters Score -1.981693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -19816926.000000 Penalty: 5825.388672
	Iteration 62Q: 3 clusters Score -1.981693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 125639 members 
Entering Unmasked Estep 
Score: -19816930.000000 Penalty: 5825.388672
	Iteration 63Q: 3 clusters Score -1.981693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 125640 members 
Entering Unmasked Estep 
Score: -19816922.000000 Penalty: 5825.388672
	Iteration 64Q: 3 clusters Score -1.981692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -19816922.000000 Penalty: 5825.388672
	Iteration 65Q: 3 clusters Score -1.981692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -19816912.000000 Penalty: 5825.388672
	Iteration 66Q: 3 clusters Score -1.981691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -19816912.000000 Penalty: 5825.388672
	Iteration 67F: 3 clusters Score -1.981691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -1329632.125000 Penalty: 2254.957520
	Iteration 0F: 2 clusters Score -1329632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1322734.250000 Penalty: 4509.915039
	Iteration 0F: 3 clusters Score -1322734 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1324751.750000 Penalty: 4509.915039
	Iteration 1F: 3 clusters Score -1324752 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1325098.625000 Penalty: 4509.915039
	Iteration 2F: 3 clusters Score -1325099 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1325326.250000 Penalty: 4509.915039
	Iteration 3F: 3 clusters Score -1325326 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1325532.375000 Penalty: 4509.915039
	Iteration 4Q: 3 clusters Score -1325532 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1325704.500000 Penalty: 4509.915039
	Iteration 5Q: 3 clusters Score -1325704 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1325872.375000 Penalty: 4509.915039
	Iteration 6Q: 3 clusters Score -1325872 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1326023.250000 Penalty: 4509.915039
	Iteration 7Q: 3 clusters Score -1326023 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1326149.500000 Penalty: 4509.915039
	Iteration 8Q: 3 clusters Score -1326150 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1326255.875000 Penalty: 4509.915039
	Iteration 9Q: 3 clusters Score -1326256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1326353.500000 Penalty: 4509.915039
	Iteration 10Q: 3 clusters Score -1326354 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1326448.500000 Penalty: 4509.915039
	Iteration 11Q: 3 clusters Score -1326448 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1326544.750000 Penalty: 4509.915039
	Iteration 12Q: 3 clusters Score -1326545 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1326671.000000 Penalty: 4509.915039
	Iteration 13Q: 3 clusters Score -1326671 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1326786.750000 Penalty: 4509.915039
	Iteration 14Q: 3 clusters Score -1326787 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1326888.625000 Penalty: 4509.915039
	Iteration 15Q: 3 clusters Score -1326889 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1326991.125000 Penalty: 4509.915039
	Iteration 16Q: 3 clusters Score -1326991 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1327097.375000 Penalty: 4509.915039
	Iteration 17Q: 3 clusters Score -1327097 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1327219.500000 Penalty: 4509.915039
	Iteration 18Q: 3 clusters Score -1327220 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1327351.875000 Penalty: 4509.915039
	Iteration 19Q: 3 clusters Score -1327352 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1327457.875000 Penalty: 4509.915039
	Iteration 20F: 3 clusters Score -1327458 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1327550.625000 Penalty: 4509.915039
	Iteration 21Q: 3 clusters Score -1327551 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1327647.750000 Penalty: 4509.915039
	Iteration 22Q: 3 clusters Score -1327648 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1327743.875000 Penalty: 4509.915039
	Iteration 23Q: 3 clusters Score -1327744 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1327840.250000 Penalty: 4509.915039
	Iteration 24Q: 3 clusters Score -1327840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1327926.000000 Penalty: 4509.915039
	Iteration 25Q: 3 clusters Score -1327926 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1327991.000000 Penalty: 4509.915039
	Iteration 26Q: 3 clusters Score -1327991 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1328038.500000 Penalty: 4509.915039
	Iteration 27Q: 3 clusters Score -1328038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1328078.500000 Penalty: 4509.915039
	Iteration 28Q: 3 clusters Score -1328078 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1328117.125000 Penalty: 4509.915039
	Iteration 29Q: 3 clusters Score -1328117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1328147.125000 Penalty: 4509.915039
	Iteration 30Q: 3 clusters Score -1328147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1328169.250000 Penalty: 4509.915039
	Iteration 31Q: 3 clusters Score -1328169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1328195.250000 Penalty: 4509.915039
	Iteration 32Q: 3 clusters Score -1328195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1328209.750000 Penalty: 4509.915039
	Iteration 33Q: 3 clusters Score -1328210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1328226.000000 Penalty: 4509.915039
	Iteration 34Q: 3 clusters Score -1328226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1328229.250000 Penalty: 4509.915039
	Iteration 35Q: 3 clusters Score -1328229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1328233.375000 Penalty: 4509.915039
	Iteration 36Q: 3 clusters Score -1328233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1328239.875000 Penalty: 4509.915039
	Iteration 37Q: 3 clusters Score -1328240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1328242.125000 Penalty: 4509.915039
	Iteration 38Q: 3 clusters Score -1328242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1328245.000000 Penalty: 4509.915039
	Iteration 39Q: 3 clusters Score -1328245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1328250.750000 Penalty: 4509.915039
	Iteration 40F: 3 clusters Score -1328251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1328249.125000 Penalty: 4509.915039
	Iteration 41Q: 3 clusters Score -1328249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1328252.000000 Penalty: 4509.915039
	Iteration 42Q: 3 clusters Score -1328252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1328252.000000 Penalty: 4509.915039
	Iteration 43F: 3 clusters Score -1328252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Entering Unmasked Estep 
Score: -3870596.000000 Penalty: 2505.054688
	Iteration 0F: 2 clusters Score -3870596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3853698.250000 Penalty: 5010.109375
	Iteration 0F: 3 clusters Score -3853698 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3859535.250000 Penalty: 5010.109375
	Iteration 1F: 3 clusters Score -3859535 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3860007.750000 Penalty: 5010.109375
	Iteration 2F: 3 clusters Score -3860008 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3860509.250000 Penalty: 5010.109375
	Iteration 3Q: 3 clusters Score -3860509 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -3861054.750000 Penalty: 5010.109375
	Iteration 4Q: 3 clusters Score -3861055 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3861598.500000 Penalty: 5010.109375
	Iteration 5Q: 3 clusters Score -3861598 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3862250.000000 Penalty: 5010.109375
	Iteration 6Q: 3 clusters Score -3862250 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3863042.000000 Penalty: 5010.109375
	Iteration 7F: 3 clusters Score -3863042 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3864115.250000 Penalty: 5010.109375
	Iteration 8F: 3 clusters Score -3864115 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3865514.500000 Penalty: 5010.109375
	Iteration 9F: 3 clusters Score -3865514 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3866831.250000 Penalty: 5010.109375
	Iteration 10F: 3 clusters Score -3866831 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3867836.000000 Penalty: 5010.109375
	Iteration 11Q: 3 clusters Score -3867836 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3868449.750000 Penalty: 5010.109375
	Iteration 12Q: 3 clusters Score -3868450 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3868838.500000 Penalty: 5010.109375
	Iteration 13Q: 3 clusters Score -3868838 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3869136.000000 Penalty: 5010.109375
	Iteration 14Q: 3 clusters Score -3869136 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3869312.500000 Penalty: 5010.109375
	Iteration 15Q: 3 clusters Score -3869312 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3869429.750000 Penalty: 5010.109375
	Iteration 16Q: 3 clusters Score -3869430 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3869522.000000 Penalty: 5010.109375
	Iteration 17Q: 3 clusters Score -3869522 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3869584.750000 Penalty: 5010.109375
	Iteration 18Q: 3 clusters Score -3869585 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3869624.500000 Penalty: 5010.109375
	Iteration 19Q: 3 clusters Score -3869624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3869663.000000 Penalty: 5010.109375
	Iteration 20F: 3 clusters Score -3869663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3869699.750000 Penalty: 5010.109375
	Iteration 21Q: 3 clusters Score -3869700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3869741.500000 Penalty: 5010.109375
	Iteration 22Q: 3 clusters Score -3869742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3869769.750000 Penalty: 5010.109375
	Iteration 23Q: 3 clusters Score -3869770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3869786.500000 Penalty: 5010.109375
	Iteration 24Q: 3 clusters Score -3869786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3869796.250000 Penalty: 5010.109375
	Iteration 25Q: 3 clusters Score -3869796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3869802.000000 Penalty: 5010.109375
	Iteration 26Q: 3 clusters Score -3869802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3869804.000000 Penalty: 5010.109375
	Iteration 27Q: 3 clusters Score -3869804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3869810.250000 Penalty: 5010.109375
	Iteration 28Q: 3 clusters Score -3869810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3869811.000000 Penalty: 5010.109375
	Iteration 29Q: 3 clusters Score -3869811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3869812.250000 Penalty: 5010.109375
	Iteration 30Q: 3 clusters Score -3869812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3869815.000000 Penalty: 5010.109375
	Iteration 31Q: 3 clusters Score -3869815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3869813.250000 Penalty: 5010.109375
	Iteration 32Q: 3 clusters Score -3869813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3869817.000000 Penalty: 5010.109375
	Iteration 33Q: 3 clusters Score -3869817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3869817.000000 Penalty: 5010.109375
	Iteration 34F: 3 clusters Score -3869817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -280452.687500 Penalty: 1879.380127
	Iteration 0F: 2 clusters Score -280452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -277897.093750 Penalty: 3758.760254
	Iteration 0F: 3 clusters Score -277897.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -278415.687500 Penalty: 3758.760254
	Iteration 1F: 3 clusters Score -278415.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -278596.875000 Penalty: 3758.760254
	Iteration 2F: 3 clusters Score -278596.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -278739.125000 Penalty: 3758.760254
	Iteration 3F: 3 clusters Score -278739.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -278857.406250 Penalty: 3758.760254
	Iteration 4Q: 3 clusters Score -278857.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -278977.468750 Penalty: 3758.760254
	Iteration 5Q: 3 clusters Score -278977.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -279089.593750 Penalty: 3758.760254
	Iteration 6Q: 3 clusters Score -279089.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -279225.093750 Penalty: 3758.760254
	Iteration 7Q: 3 clusters Score -279225.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -279349.968750 Penalty: 3758.760254
	Iteration 8Q: 3 clusters Score -279350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -279441.406250 Penalty: 3758.760254
	Iteration 9Q: 3 clusters Score -279441.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -279521.843750 Penalty: 3758.760254
	Iteration 10Q: 3 clusters Score -279521.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -279593.781250 Penalty: 3758.760254
	Iteration 11Q: 3 clusters Score -279593.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -279632.562500 Penalty: 3758.760254
	Iteration 12Q: 3 clusters Score -279632.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -279657.031250 Penalty: 3758.760254
	Iteration 13Q: 3 clusters Score -279657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -279696.218750 Penalty: 3758.760254
	Iteration 14Q: 3 clusters Score -279696.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -279729.156250 Penalty: 3758.760254
	Iteration 15Q: 3 clusters Score -279729.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -279744.687500 Penalty: 3758.760254
	Iteration 16Q: 3 clusters Score -279744.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -279754.281250 Penalty: 3758.760254
	Iteration 17Q: 3 clusters Score -279754.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -279760.437500 Penalty: 3758.760254
	Iteration 18Q: 3 clusters Score -279760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -279765.906250 Penalty: 3758.760254
	Iteration 19Q: 3 clusters Score -279765.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -279770.968750 Penalty: 3758.760254
	Iteration 20F: 3 clusters Score -279771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -279771.531250 Penalty: 3758.760254
	Iteration 21Q: 3 clusters Score -279771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -279772.593750 Penalty: 3758.760254
	Iteration 22Q: 3 clusters Score -279772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -279772.875000 Penalty: 3758.760254
	Iteration 23Q: 3 clusters Score -279772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -279773.656250 Penalty: 3758.760254
	Iteration 24Q: 3 clusters Score -279773.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -279773.656250 Penalty: 3758.760254
	Iteration 25F: 3 clusters Score -279773.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Entering Unmasked Estep 
Score: -1601347.375000 Penalty: 2291.519043
	Iteration 0F: 2 clusters Score -1601347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1593484.375000 Penalty: 4583.038086
	Iteration 0F: 3 clusters Score -1593484 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1595833.750000 Penalty: 4583.038086
	Iteration 1F: 3 clusters Score -1595834 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1596139.250000 Penalty: 4583.038086
	Iteration 2F: 3 clusters Score -1596139 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1596370.500000 Penalty: 4583.038086
	Iteration 3Q: 3 clusters Score -1596370 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1596604.500000 Penalty: 4583.038086
	Iteration 4Q: 3 clusters Score -1596604 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1596850.625000 Penalty: 4583.038086
	Iteration 5Q: 3 clusters Score -1596851 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1597081.500000 Penalty: 4583.038086
	Iteration 6Q: 3 clusters Score -1597082 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1597298.500000 Penalty: 4583.038086
	Iteration 7Q: 3 clusters Score -1597298 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1597461.875000 Penalty: 4583.038086
	Iteration 8Q: 3 clusters Score -1597462 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1597607.750000 Penalty: 4583.038086
	Iteration 9Q: 3 clusters Score -1597608 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1597750.750000 Penalty: 4583.038086
	Iteration 10Q: 3 clusters Score -1597751 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1597864.250000 Penalty: 4583.038086
	Iteration 11Q: 3 clusters Score -1597864 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1597956.750000 Penalty: 4583.038086
	Iteration 12Q: 3 clusters Score -1597957 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1598049.000000 Penalty: 4583.038086
	Iteration 13Q: 3 clusters Score -1598049 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1598139.250000 Penalty: 4583.038086
	Iteration 14Q: 3 clusters Score -1598139 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1598224.750000 Penalty: 4583.038086
	Iteration 15Q: 3 clusters Score -1598225 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1598314.250000 Penalty: 4583.038086
	Iteration 16Q: 3 clusters Score -1598314 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1598429.250000 Penalty: 4583.038086
	Iteration 17Q: 3 clusters Score -1598429 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1598572.250000 Penalty: 4583.038086
	Iteration 18Q: 3 clusters Score -1598572 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1598730.000000 Penalty: 4583.038086
	Iteration 19Q: 3 clusters Score -1598730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1598877.750000 Penalty: 4583.038086
	Iteration 20F: 3 clusters Score -1598878 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1599091.500000 Penalty: 4583.038086
	Iteration 21Q: 3 clusters Score -1599092 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1599268.625000 Penalty: 4583.038086
	Iteration 22Q: 3 clusters Score -1599269 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1599443.625000 Penalty: 4583.038086
	Iteration 23Q: 3 clusters Score -1599444 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1599625.750000 Penalty: 4583.038086
	Iteration 24Q: 3 clusters Score -1599626 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1599793.875000 Penalty: 4583.038086
	Iteration 25Q: 3 clusters Score -1599794 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1599895.500000 Penalty: 4583.038086
	Iteration 26Q: 3 clusters Score -1599896 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1599957.500000 Penalty: 4583.038086
	Iteration 27Q: 3 clusters Score -1599958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1599995.375000 Penalty: 4583.038086
	Iteration 28Q: 3 clusters Score -1599995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1600021.375000 Penalty: 4583.038086
	Iteration 29Q: 3 clusters Score -1600021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1600042.750000 Penalty: 4583.038086
	Iteration 30Q: 3 clusters Score -1600043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1600056.500000 Penalty: 4583.038086
	Iteration 31Q: 3 clusters Score -1600056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1600068.875000 Penalty: 4583.038086
	Iteration 32Q: 3 clusters Score -1600069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1600079.375000 Penalty: 4583.038086
	Iteration 33Q: 3 clusters Score -1600079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1600087.125000 Penalty: 4583.038086
	Iteration 34Q: 3 clusters Score -1600087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1600093.500000 Penalty: 4583.038086
	Iteration 35Q: 3 clusters Score -1600094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1600097.625000 Penalty: 4583.038086
	Iteration 36Q: 3 clusters Score -1600098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1600105.250000 Penalty: 4583.038086
	Iteration 37Q: 3 clusters Score -1600105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1600108.125000 Penalty: 4583.038086
	Iteration 38Q: 3 clusters Score -1600108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1600111.875000 Penalty: 4583.038086
	Iteration 39Q: 3 clusters Score -1600112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1600114.625000 Penalty: 4583.038086
	Iteration 40F: 3 clusters Score -1600115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1600121.250000 Penalty: 4583.038086
	Iteration 41Q: 3 clusters Score -1600121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1600124.375000 Penalty: 4583.038086
	Iteration 42Q: 3 clusters Score -1600124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1600126.375000 Penalty: 4583.038086
	Iteration 43Q: 3 clusters Score -1600126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1600127.000000 Penalty: 4583.038086
	Iteration 44Q: 3 clusters Score -1600127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1600128.125000 Penalty: 4583.038086
	Iteration 45Q: 3 clusters Score -1600128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1600132.500000 Penalty: 4583.038086
	Iteration 46Q: 3 clusters Score -1600132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1600131.750000 Penalty: 4583.038086
	Iteration 47Q: 3 clusters Score -1600132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1600136.000000 Penalty: 4583.038086
	Iteration 48Q: 3 clusters Score -1600136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1600139.125000 Penalty: 4583.038086
	Iteration 49Q: 3 clusters Score -1600139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1600139.250000 Penalty: 4583.038086
	Iteration 50Q: 3 clusters Score -1600139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1600139.125000 Penalty: 4583.038086
	Iteration 51Q: 3 clusters Score -1600139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1600137.250000 Penalty: 4583.038086
	Iteration 52Q: 3 clusters Score -1600137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1600137.875000 Penalty: 4583.038086
	Iteration 53Q: 3 clusters Score -1600138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1600137.875000 Penalty: 4583.038086
	Iteration 54F: 3 clusters Score -1600138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Entering Unmasked Estep 
Score: -1890392.500000 Penalty: 2335.564453
	Iteration 0F: 2 clusters Score -1890392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1881143.875000 Penalty: 4671.128906
	Iteration 0F: 3 clusters Score -1881144 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1883970.000000 Penalty: 4671.128906
	Iteration 1F: 3 clusters Score -1883970 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1884372.500000 Penalty: 4671.128906
	Iteration 2F: 3 clusters Score -1884372 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1884793.625000 Penalty: 4671.128906
	Iteration 3F: 3 clusters Score -1884794 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1885320.250000 Penalty: 4671.128906
	Iteration 4F: 3 clusters Score -1885320 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1886094.500000 Penalty: 4671.128906
	Iteration 5F: 3 clusters Score -1886094 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1887117.250000 Penalty: 4671.128906
	Iteration 6F: 3 clusters Score -1887117 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1888063.625000 Penalty: 4671.128906
	Iteration 7F: 3 clusters Score -1888064 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1888655.625000 Penalty: 4671.128906
	Iteration 8F: 3 clusters Score -1888656 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1888940.875000 Penalty: 4671.128906
	Iteration 9Q: 3 clusters Score -1888941 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1889103.125000 Penalty: 4671.128906
	Iteration 10Q: 3 clusters Score -1889103 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1889199.250000 Penalty: 4671.128906
	Iteration 11Q: 3 clusters Score -1889199 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1889265.625000 Penalty: 4671.128906
	Iteration 12Q: 3 clusters Score -1889266 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1889320.000000 Penalty: 4671.128906
	Iteration 13Q: 3 clusters Score -1889320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1889354.375000 Penalty: 4671.128906
	Iteration 14Q: 3 clusters Score -1889354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1889378.750000 Penalty: 4671.128906
	Iteration 15Q: 3 clusters Score -1889379 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1889390.250000 Penalty: 4671.128906
	Iteration 16Q: 3 clusters Score -1889390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1889406.750000 Penalty: 4671.128906
	Iteration 17Q: 3 clusters Score -1889407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1889421.875000 Penalty: 4671.128906
	Iteration 18Q: 3 clusters Score -1889422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1889428.625000 Penalty: 4671.128906
	Iteration 19Q: 3 clusters Score -1889429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1889442.500000 Penalty: 4671.128906
	Iteration 20F: 3 clusters Score -1889442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1889447.125000 Penalty: 4671.128906
	Iteration 21Q: 3 clusters Score -1889447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1889454.750000 Penalty: 4671.128906
	Iteration 22Q: 3 clusters Score -1889455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1889454.875000 Penalty: 4671.128906
	Iteration 23Q: 3 clusters Score -1889455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1889464.625000 Penalty: 4671.128906
	Iteration 24Q: 3 clusters Score -1889465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1889460.375000 Penalty: 4671.128906
	Iteration 25Q: 3 clusters Score -1889460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1889465.875000 Penalty: 4671.128906
	Iteration 26Q: 3 clusters Score -1889466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1889468.250000 Penalty: 4671.128906
	Iteration 27Q: 3 clusters Score -1889468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1889475.500000 Penalty: 4671.128906
	Iteration 28Q: 3 clusters Score -1889476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1889480.000000 Penalty: 4671.128906
	Iteration 29Q: 3 clusters Score -1889480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1889482.125000 Penalty: 4671.128906
	Iteration 30Q: 3 clusters Score -1889482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1889483.750000 Penalty: 4671.128906
	Iteration 31Q: 3 clusters Score -1889484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1889488.500000 Penalty: 4671.128906
	Iteration 32Q: 3 clusters Score -1889488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1889493.125000 Penalty: 4671.128906
	Iteration 33Q: 3 clusters Score -1889493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1889501.750000 Penalty: 4671.128906
	Iteration 34Q: 3 clusters Score -1889502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1889504.000000 Penalty: 4671.128906
	Iteration 35Q: 3 clusters Score -1889504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1889507.750000 Penalty: 4671.128906
	Iteration 36Q: 3 clusters Score -1889508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1889513.000000 Penalty: 4671.128906
	Iteration 37Q: 3 clusters Score -1889513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1889520.000000 Penalty: 4671.128906
	Iteration 38Q: 3 clusters Score -1889520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1889526.750000 Penalty: 4671.128906
	Iteration 39Q: 3 clusters Score -1889527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1889523.375000 Penalty: 4671.128906
	Iteration 40F: 3 clusters Score -1889523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1889536.125000 Penalty: 4671.128906
	Iteration 41Q: 3 clusters Score -1889536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1889538.375000 Penalty: 4671.128906
	Iteration 42Q: 3 clusters Score -1889538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1889535.875000 Penalty: 4671.128906
	Iteration 43Q: 3 clusters Score -1889536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1889537.625000 Penalty: 4671.128906
	Iteration 44Q: 3 clusters Score -1889538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1889538.875000 Penalty: 4671.128906
	Iteration 45Q: 3 clusters Score -1889539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1889541.625000 Penalty: 4671.128906
	Iteration 46Q: 3 clusters Score -1889542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1889539.500000 Penalty: 4671.128906
	Iteration 47Q: 3 clusters Score -1889540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1889543.000000 Penalty: 4671.128906
	Iteration 48Q: 3 clusters Score -1889543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1889542.000000 Penalty: 4671.128906
	Iteration 49Q: 3 clusters Score -1889542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1889544.500000 Penalty: 4671.128906
	Iteration 50Q: 3 clusters Score -1889544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1889545.000000 Penalty: 4671.128906
	Iteration 51Q: 3 clusters Score -1889545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1889543.375000 Penalty: 4671.128906
	Iteration 52Q: 3 clusters Score -1889543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1889542.750000 Penalty: 4671.128906
	Iteration 53Q: 3 clusters Score -1889543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1889545.625000 Penalty: 4671.128906
	Iteration 54Q: 3 clusters Score -1889546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1889544.625000 Penalty: 4671.128906
	Iteration 55Q: 3 clusters Score -1889545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1889543.750000 Penalty: 4671.128906
	Iteration 56Q: 3 clusters Score -1889544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1889545.500000 Penalty: 4671.128906
	Iteration 57Q: 3 clusters Score -1889546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1889548.000000 Penalty: 4671.128906
	Iteration 58Q: 3 clusters Score -1889548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1889543.750000 Penalty: 4671.128906
	Iteration 59Q: 3 clusters Score -1889544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1889546.625000 Penalty: 4671.128906
	Iteration 60F: 3 clusters Score -1889547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1889549.000000 Penalty: 4671.128906
	Iteration 61Q: 3 clusters Score -1889549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1889549.875000 Penalty: 4671.128906
	Iteration 62Q: 3 clusters Score -1889550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1889550.125000 Penalty: 4671.128906
	Iteration 63Q: 3 clusters Score -1889550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1889551.375000 Penalty: 4671.128906
	Iteration 64Q: 3 clusters Score -1889551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1889551.375000 Penalty: 4671.128906
	Iteration 65F: 3 clusters Score -1889551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -97537.062500 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97537.06 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98195.734375 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -98195.73 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98577.835938 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98577.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98782.898438 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98782.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98876.703125 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -98876.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98931.250000 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -98931.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -98980.843750 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -98980.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99033.984375 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -99033.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99093.304688 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -99093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99128.210938 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -99128.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99157.625000 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -99157.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99170.429688 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -99170.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99172.851562 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -99172.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99174.726562 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -99174.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99175.242188 Penalty: 3284.217285
	Iteration 14F: 3 clusters Score -99175.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99184.585938 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -99184.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99184.585938 Penalty: 3284.217285
	Iteration 16F: 3 clusters Score -99184.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126088 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12303 members 
Mstep: Class 15 contains 249 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109346 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99146 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28133 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 502 members 
Entering Unmasked Estep 
Score: -86721880.000000 Penalty: 128097.218750
Splitting cluster 15 changes total score from -86723448.000000 to -86721880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Entering Unmasked Estep 
Score: -5354362.500000 Penalty: 2591.625977
	Iteration 0F: 2 clusters Score -5354362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -5330887.500000 Penalty: 5183.251953
	Iteration 0F: 3 clusters Score -5330888 nChanged 15616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -5339052.000000 Penalty: 5183.251953
	Iteration 1F: 3 clusters Score -5339052 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -5339481.500000 Penalty: 5183.251953
	Iteration 2Q: 3 clusters Score -5339482 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5339859.000000 Penalty: 5183.251953
	Iteration 3Q: 3 clusters Score -5339859 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5340158.000000 Penalty: 5183.251953
	Iteration 4Q: 3 clusters Score -5340158 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -5340437.500000 Penalty: 5183.251953
	Iteration 5Q: 3 clusters Score -5340438 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -5340659.500000 Penalty: 5183.251953
	Iteration 6Q: 3 clusters Score -5340660 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -5340862.500000 Penalty: 5183.251953
	Iteration 7Q: 3 clusters Score -5340862 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -5341100.500000 Penalty: 5183.251953
	Iteration 8Q: 3 clusters Score -5341100 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5341281.000000 Penalty: 5183.251953
	Iteration 9Q: 3 clusters Score -5341281 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5341525.500000 Penalty: 5183.251953
	Iteration 10Q: 3 clusters Score -5341526 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -5341814.500000 Penalty: 5183.251953
	Iteration 11Q: 3 clusters Score -5341814 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5342235.000000 Penalty: 5183.251953
	Iteration 12Q: 3 clusters Score -5342235 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5342750.000000 Penalty: 5183.251953
	Iteration 13Q: 3 clusters Score -5342750 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -5343492.000000 Penalty: 5183.251953
	Iteration 14Q: 3 clusters Score -5343492 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -5344460.000000 Penalty: 5183.251953
	Iteration 15F: 3 clusters Score -5344460 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -5345629.500000 Penalty: 5183.251953
	Iteration 16F: 3 clusters Score -5345630 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5347040.000000 Penalty: 5183.251953
	Iteration 17F: 3 clusters Score -5347040 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5348465.500000 Penalty: 5183.251953
	Iteration 18F: 3 clusters Score -5348466 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -5349716.000000 Penalty: 5183.251953
	Iteration 19Q: 3 clusters Score -5349716 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5350558.000000 Penalty: 5183.251953
	Iteration 20F: 3 clusters Score -5350558 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5351112.500000 Penalty: 5183.251953
	Iteration 21Q: 3 clusters Score -5351112 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5351469.500000 Penalty: 5183.251953
	Iteration 22Q: 3 clusters Score -5351470 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5351650.500000 Penalty: 5183.251953
	Iteration 23Q: 3 clusters Score -5351650 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5351798.000000 Penalty: 5183.251953
	Iteration 24Q: 3 clusters Score -5351798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5351885.500000 Penalty: 5183.251953
	Iteration 25Q: 3 clusters Score -5351886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5351932.500000 Penalty: 5183.251953
	Iteration 26Q: 3 clusters Score -5351932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5351977.000000 Penalty: 5183.251953
	Iteration 27Q: 3 clusters Score -5351977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5351994.000000 Penalty: 5183.251953
	Iteration 28Q: 3 clusters Score -5351994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5352032.500000 Penalty: 5183.251953
	Iteration 29Q: 3 clusters Score -5352032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5352072.000000 Penalty: 5183.251953
	Iteration 30Q: 3 clusters Score -5352072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5352083.500000 Penalty: 5183.251953
	Iteration 31Q: 3 clusters Score -5352084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5352097.000000 Penalty: 5183.251953
	Iteration 32Q: 3 clusters Score -5352097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5352111.000000 Penalty: 5183.251953
	Iteration 33Q: 3 clusters Score -5352111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5352116.000000 Penalty: 5183.251953
	Iteration 34Q: 3 clusters Score -5352116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5352114.500000 Penalty: 5183.251953
	Iteration 35Q: 3 clusters Score -5352114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5352115.000000 Penalty: 5183.251953
	Iteration 36Q: 3 clusters Score -5352115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5352118.000000 Penalty: 5183.251953
	Iteration 37Q: 3 clusters Score -5352118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5352117.500000 Penalty: 5183.251953
	Iteration 38Q: 3 clusters Score -5352118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5352117.500000 Penalty: 5183.251953
	Iteration 39F: 3 clusters Score -5352118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -255279.093750 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -255279.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -252812.031250 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -252812 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -253233.468750 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -253233.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -253371.765625 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -253371.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -253449.656250 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -253449.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -253499.171875 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -253499.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -253536.000000 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -253536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -253556.187500 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -253556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -253566.296875 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -253566.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -253574.609375 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -253574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -253582.000000 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -253582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -253590.015625 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -253590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -253602.671875 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -253602.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -253619.046875 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -253619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -253631.484375 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -253631.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -253636.031250 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -253636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -253644.375000 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -253644.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -253650.578125 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -253650.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -253654.421875 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -253654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -253654.953125 Penalty: 3688.269775
	Iteration 18Q: 3 clusters Score -253655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -253657.875000 Penalty: 3688.269775
	Iteration 19Q: 3 clusters Score -253657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -253660.484375 Penalty: 3688.269775
	Iteration 20F: 3 clusters Score -253660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -253661.140625 Penalty: 3688.269775
	Iteration 21Q: 3 clusters Score -253661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -253661.140625 Penalty: 3688.269775
	Iteration 22F: 3 clusters Score -253661.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Entering Unmasked Estep 
Score: -981103.062500 Penalty: 2166.130859
	Iteration 0F: 2 clusters Score -981103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -975833.125000 Penalty: 4332.261719
	Iteration 0F: 3 clusters Score -975833.1 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -977134.625000 Penalty: 4332.261719
	Iteration 1F: 3 clusters Score -977134.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -977348.562500 Penalty: 4332.261719
	Iteration 2F: 3 clusters Score -977348.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -977484.875000 Penalty: 4332.261719
	Iteration 3Q: 3 clusters Score -977484.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -977583.375000 Penalty: 4332.261719
	Iteration 4Q: 3 clusters Score -977583.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -977660.125000 Penalty: 4332.261719
	Iteration 5Q: 3 clusters Score -977660.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -977740.125000 Penalty: 4332.261719
	Iteration 6Q: 3 clusters Score -977740.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -977812.250000 Penalty: 4332.261719
	Iteration 7Q: 3 clusters Score -977812.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -977878.875000 Penalty: 4332.261719
	Iteration 8Q: 3 clusters Score -977878.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -977951.062500 Penalty: 4332.261719
	Iteration 9Q: 3 clusters Score -977951.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -978014.312500 Penalty: 4332.261719
	Iteration 10Q: 3 clusters Score -978014.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -978075.062500 Penalty: 4332.261719
	Iteration 11Q: 3 clusters Score -978075.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -978129.437500 Penalty: 4332.261719
	Iteration 12Q: 3 clusters Score -978129.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -978191.875000 Penalty: 4332.261719
	Iteration 13Q: 3 clusters Score -978191.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -978253.187500 Penalty: 4332.261719
	Iteration 14Q: 3 clusters Score -978253.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -978317.500000 Penalty: 4332.261719
	Iteration 15Q: 3 clusters Score -978317.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -978390.625000 Penalty: 4332.261719
	Iteration 16Q: 3 clusters Score -978390.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -978458.250000 Penalty: 4332.261719
	Iteration 17Q: 3 clusters Score -978458.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -978533.187500 Penalty: 4332.261719
	Iteration 18Q: 3 clusters Score -978533.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -978596.875000 Penalty: 4332.261719
	Iteration 19Q: 3 clusters Score -978596.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -978648.687500 Penalty: 4332.261719
	Iteration 20F: 3 clusters Score -978648.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -978703.687500 Penalty: 4332.261719
	Iteration 21Q: 3 clusters Score -978703.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -978749.375000 Penalty: 4332.261719
	Iteration 22Q: 3 clusters Score -978749.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -978797.375000 Penalty: 4332.261719
	Iteration 23Q: 3 clusters Score -978797.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -978853.000000 Penalty: 4332.261719
	Iteration 24Q: 3 clusters Score -978853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -978897.562500 Penalty: 4332.261719
	Iteration 25Q: 3 clusters Score -978897.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -978932.937500 Penalty: 4332.261719
	Iteration 26Q: 3 clusters Score -978932.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -978967.937500 Penalty: 4332.261719
	Iteration 27Q: 3 clusters Score -978967.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -978997.187500 Penalty: 4332.261719
	Iteration 28Q: 3 clusters Score -978997.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -979015.437500 Penalty: 4332.261719
	Iteration 29Q: 3 clusters Score -979015.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -979036.125000 Penalty: 4332.261719
	Iteration 30Q: 3 clusters Score -979036.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -979057.125000 Penalty: 4332.261719
	Iteration 31Q: 3 clusters Score -979057.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -979076.062500 Penalty: 4332.261719
	Iteration 32Q: 3 clusters Score -979076.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -979090.000000 Penalty: 4332.261719
	Iteration 33Q: 3 clusters Score -979090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -979102.500000 Penalty: 4332.261719
	Iteration 34Q: 3 clusters Score -979102.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -979115.437500 Penalty: 4332.261719
	Iteration 35Q: 3 clusters Score -979115.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -979122.937500 Penalty: 4332.261719
	Iteration 36Q: 3 clusters Score -979122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -979127.625000 Penalty: 4332.261719
	Iteration 37Q: 3 clusters Score -979127.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -979134.000000 Penalty: 4332.261719
	Iteration 38Q: 3 clusters Score -979134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -979147.125000 Penalty: 4332.261719
	Iteration 39Q: 3 clusters Score -979147.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -979157.812500 Penalty: 4332.261719
	Iteration 40F: 3 clusters Score -979157.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -979166.562500 Penalty: 4332.261719
	Iteration 41Q: 3 clusters Score -979166.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -979177.125000 Penalty: 4332.261719
	Iteration 42Q: 3 clusters Score -979177.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -979176.437500 Penalty: 4332.261719
	Iteration 43Q: 3 clusters Score -979176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -979182.687500 Penalty: 4332.261719
	Iteration 44Q: 3 clusters Score -979182.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -979187.312500 Penalty: 4332.261719
	Iteration 45Q: 3 clusters Score -979187.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -979189.937500 Penalty: 4332.261719
	Iteration 46Q: 3 clusters Score -979189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -979195.750000 Penalty: 4332.261719
	Iteration 47Q: 3 clusters Score -979195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -979199.875000 Penalty: 4332.261719
	Iteration 48Q: 3 clusters Score -979199.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -979201.437500 Penalty: 4332.261719
	Iteration 49Q: 3 clusters Score -979201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -979201.937500 Penalty: 4332.261719
	Iteration 50Q: 3 clusters Score -979201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -979201.937500 Penalty: 4332.261719
	Iteration 51F: 3 clusters Score -979201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Entering Unmasked Estep 
Score: -1209258.250000 Penalty: 2221.877441
	Iteration 0F: 2 clusters Score -1209258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1202967.625000 Penalty: 4443.754883
	Iteration 0F: 3 clusters Score -1202968 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1204644.750000 Penalty: 4443.754883
	Iteration 1F: 3 clusters Score -1204645 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1204897.500000 Penalty: 4443.754883
	Iteration 2F: 3 clusters Score -1204898 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1205095.125000 Penalty: 4443.754883
	Iteration 3F: 3 clusters Score -1205095 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1205253.250000 Penalty: 4443.754883
	Iteration 4Q: 3 clusters Score -1205253 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1205409.750000 Penalty: 4443.754883
	Iteration 5Q: 3 clusters Score -1205410 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1205594.250000 Penalty: 4443.754883
	Iteration 6Q: 3 clusters Score -1205594 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1205818.000000 Penalty: 4443.754883
	Iteration 7Q: 3 clusters Score -1205818 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1206074.875000 Penalty: 4443.754883
	Iteration 8Q: 3 clusters Score -1206075 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1206338.000000 Penalty: 4443.754883
	Iteration 9Q: 3 clusters Score -1206338 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1206598.375000 Penalty: 4443.754883
	Iteration 10Q: 3 clusters Score -1206598 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1206870.750000 Penalty: 4443.754883
	Iteration 11Q: 3 clusters Score -1206871 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1207114.750000 Penalty: 4443.754883
	Iteration 12Q: 3 clusters Score -1207115 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1207332.875000 Penalty: 4443.754883
	Iteration 13Q: 3 clusters Score -1207333 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1207531.250000 Penalty: 4443.754883
	Iteration 14Q: 3 clusters Score -1207531 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1207691.375000 Penalty: 4443.754883
	Iteration 15Q: 3 clusters Score -1207691 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1207797.625000 Penalty: 4443.754883
	Iteration 16Q: 3 clusters Score -1207798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1207852.750000 Penalty: 4443.754883
	Iteration 17Q: 3 clusters Score -1207853 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1207880.500000 Penalty: 4443.754883
	Iteration 18Q: 3 clusters Score -1207880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1207891.875000 Penalty: 4443.754883
	Iteration 19Q: 3 clusters Score -1207892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1207895.125000 Penalty: 4443.754883
	Iteration 20F: 3 clusters Score -1207895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1207904.500000 Penalty: 4443.754883
	Iteration 21Q: 3 clusters Score -1207904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1207909.125000 Penalty: 4443.754883
	Iteration 22Q: 3 clusters Score -1207909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1207913.000000 Penalty: 4443.754883
	Iteration 23Q: 3 clusters Score -1207913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1207914.125000 Penalty: 4443.754883
	Iteration 24Q: 3 clusters Score -1207914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1207917.625000 Penalty: 4443.754883
	Iteration 25Q: 3 clusters Score -1207918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1207917.750000 Penalty: 4443.754883
	Iteration 26Q: 3 clusters Score -1207918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1207923.000000 Penalty: 4443.754883
	Iteration 27Q: 3 clusters Score -1207923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1207925.125000 Penalty: 4443.754883
	Iteration 28Q: 3 clusters Score -1207925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1207927.875000 Penalty: 4443.754883
	Iteration 29Q: 3 clusters Score -1207928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1207928.250000 Penalty: 4443.754883
	Iteration 30Q: 3 clusters Score -1207928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1207935.750000 Penalty: 4443.754883
	Iteration 31Q: 3 clusters Score -1207936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1207941.250000 Penalty: 4443.754883
	Iteration 32Q: 3 clusters Score -1207941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1207945.125000 Penalty: 4443.754883
	Iteration 33Q: 3 clusters Score -1207945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1207949.750000 Penalty: 4443.754883
	Iteration 34Q: 3 clusters Score -1207950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1207952.750000 Penalty: 4443.754883
	Iteration 35Q: 3 clusters Score -1207953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1207958.750000 Penalty: 4443.754883
	Iteration 36Q: 3 clusters Score -1207959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1207962.625000 Penalty: 4443.754883
	Iteration 37Q: 3 clusters Score -1207963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1207967.375000 Penalty: 4443.754883
	Iteration 38Q: 3 clusters Score -1207967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1207970.250000 Penalty: 4443.754883
	Iteration 39Q: 3 clusters Score -1207970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1207973.500000 Penalty: 4443.754883
	Iteration 40F: 3 clusters Score -1207974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1207976.250000 Penalty: 4443.754883
	Iteration 41Q: 3 clusters Score -1207976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1207978.750000 Penalty: 4443.754883
	Iteration 42Q: 3 clusters Score -1207979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1207980.000000 Penalty: 4443.754883
	Iteration 43Q: 3 clusters Score -1207980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1207981.500000 Penalty: 4443.754883
	Iteration 44Q: 3 clusters Score -1207982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1207982.375000 Penalty: 4443.754883
	Iteration 45Q: 3 clusters Score -1207982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1207983.500000 Penalty: 4443.754883
	Iteration 46Q: 3 clusters Score -1207984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1207983.875000 Penalty: 4443.754883
	Iteration 47Q: 3 clusters Score -1207984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1207986.750000 Penalty: 4443.754883
	Iteration 48Q: 3 clusters Score -1207987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1207986.750000 Penalty: 4443.754883
	Iteration 49Q: 3 clusters Score -1207987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1207988.250000 Penalty: 4443.754883
	Iteration 50Q: 3 clusters Score -1207988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1207988.250000 Penalty: 4443.754883
	Iteration 51F: 3 clusters Score -1207988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68192.429688 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68192.43 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68451.210938 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68451.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68550.234375 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68550.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68596.070312 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -68596.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68639.203125 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68657.226562 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68657.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68674.421875 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68674.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68680.031250 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -68680.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68680.031250 Penalty: 3189.140869
	Iteration 8F: 3 clusters Score -68680.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -379073.125000 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -379073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -376178.593750 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -376178.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -376707.250000 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -376707.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -376849.250000 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -376849.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -376927.343750 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -376927.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -376979.312500 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -376979.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -377019.468750 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -377019.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -377053.187500 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -377053.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -377087.187500 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -377087.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -377117.062500 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -377117.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -377143.750000 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -377143.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -377169.937500 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -377169.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -377190.031250 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -377190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -377208.937500 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -377208.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -377224.750000 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -377224.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -377238.343750 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -377238.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -377246.875000 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -377246.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -377255.843750 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -377255.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -377260.093750 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -377260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -377264.812500 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -377264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -377271.968750 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -377272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -377277.968750 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -377278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -377279.843750 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -377279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -377282.968750 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -377283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -377285.562500 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -377285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -377286.750000 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -377286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -377288.250000 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -377288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -377289.000000 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -377289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -377291.312500 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -377291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -377294.218750 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -377294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -377295.968750 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -377296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -377297.843750 Penalty: 3862.952881
	Iteration 30Q: 3 clusters Score -377297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -377298.937500 Penalty: 3862.952881
	Iteration 31Q: 3 clusters Score -377298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -377298.531250 Penalty: 3862.952881
	Iteration 32Q: 3 clusters Score -377298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -377300.000000 Penalty: 3862.952881
	Iteration 33Q: 3 clusters Score -377300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -377300.250000 Penalty: 3862.952881
	Iteration 34Q: 3 clusters Score -377300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -377300.250000 Penalty: 3862.952881
	Iteration 35F: 3 clusters Score -377300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120028.500000 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -120028.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120491.289062 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120491.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -120746.539062 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120746.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -120966.640625 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -120966.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -121104.312500 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -121104.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -121181.375000 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -121181.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -121250.960938 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -121251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -121327.429688 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -121327.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -121411.484375 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -121411.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -121491.132812 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -121491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -121526.273438 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -121526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -121544.476562 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -121544.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -121544.476562 Penalty: 3365.651611
	Iteration 12F: 3 clusters Score -121544.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -228537.140625 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228537.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -228950.531250 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228950.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229065.609375 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229065.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -229148.984375 Penalty: 3658.437500
	Iteration 3Q: 3 clusters Score -229149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -229209.640625 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229209.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -229271.906250 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229271.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229368.812500 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229368.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -229467.687500 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229467.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229561.375000 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229561.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229648.437500 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229648.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229705.046875 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -229765.531250 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229765.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -229824.406250 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229824.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -229873.093750 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229873.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -229903.546875 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229903.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -229917.781250 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229917.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229926.796875 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -229935.031250 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229941.671875 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229946.140625 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -229950.843750 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229956.718750 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -229956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -229959.140625 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -229959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229959.625000 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -229959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229960.796875 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -229960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229963.265625 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -229963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229963.265625 Penalty: 3658.437500
	Iteration 26F: 3 clusters Score -229963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Entering Unmasked Estep 
Score: -17233042.000000 Penalty: 2877.363525
	Iteration 0F: 2 clusters Score -1.723304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -17162148.000000 Penalty: 5754.727051
	Iteration 0F: 3 clusters Score -1.716215e+07 nChanged 51875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -17192484.000000 Penalty: 5754.727051
	Iteration 1F: 3 clusters Score -1.719248e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -17193892.000000 Penalty: 5754.727051
	Iteration 2Q: 3 clusters Score -1.719389e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -17195714.000000 Penalty: 5754.727051
	Iteration 3Q: 3 clusters Score -1.719571e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -17198096.000000 Penalty: 5754.727051
	Iteration 4Q: 3 clusters Score -1.71981e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58366 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -17201226.000000 Penalty: 5754.727051
	Iteration 5F: 3 clusters Score -1.720123e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -17205272.000000 Penalty: 5754.727051
	Iteration 6F: 3 clusters Score -1.720527e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -17209842.000000 Penalty: 5754.727051
	Iteration 7F: 3 clusters Score -1.720984e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -17213532.000000 Penalty: 5754.727051
	Iteration 8F: 3 clusters Score -1.721353e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -17216000.000000 Penalty: 5754.727051
	Iteration 9Q: 3 clusters Score -1.7216e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -17217272.000000 Penalty: 5754.727051
	Iteration 10Q: 3 clusters Score -1.721727e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -17217946.000000 Penalty: 5754.727051
	Iteration 11Q: 3 clusters Score -1.721795e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -17218358.000000 Penalty: 5754.727051
	Iteration 12Q: 3 clusters Score -1.721836e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -17218690.000000 Penalty: 5754.727051
	Iteration 13Q: 3 clusters Score -1.721869e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -17218906.000000 Penalty: 5754.727051
	Iteration 14Q: 3 clusters Score -1.721891e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -17219104.000000 Penalty: 5754.727051
	Iteration 15Q: 3 clusters Score -1.72191e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -17219364.000000 Penalty: 5754.727051
	Iteration 16Q: 3 clusters Score -1.721936e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -17219698.000000 Penalty: 5754.727051
	Iteration 17Q: 3 clusters Score -1.72197e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72484 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -17219952.000000 Penalty: 5754.727051
	Iteration 18Q: 3 clusters Score -1.721995e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -17220228.000000 Penalty: 5754.727051
	Iteration 19Q: 3 clusters Score -1.722023e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -17220454.000000 Penalty: 5754.727051
	Iteration 20F: 3 clusters Score -1.722045e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -17220702.000000 Penalty: 5754.727051
	Iteration 21Q: 3 clusters Score -1.72207e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -17220978.000000 Penalty: 5754.727051
	Iteration 22Q: 3 clusters Score -1.722098e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77719 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -17221234.000000 Penalty: 5754.727051
	Iteration 23Q: 3 clusters Score -1.722123e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -17221534.000000 Penalty: 5754.727051
	Iteration 24Q: 3 clusters Score -1.722153e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -17221862.000000 Penalty: 5754.727051
	Iteration 25Q: 3 clusters Score -1.722186e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -17222188.000000 Penalty: 5754.727051
	Iteration 26Q: 3 clusters Score -1.722219e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -17222576.000000 Penalty: 5754.727051
	Iteration 27Q: 3 clusters Score -1.722258e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -17222944.000000 Penalty: 5754.727051
	Iteration 28Q: 3 clusters Score -1.722294e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -17223436.000000 Penalty: 5754.727051
	Iteration 29Q: 3 clusters Score -1.722344e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -17223942.000000 Penalty: 5754.727051
	Iteration 30Q: 3 clusters Score -1.722394e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88606 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -17224404.000000 Penalty: 5754.727051
	Iteration 31Q: 3 clusters Score -1.72244e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -17225008.000000 Penalty: 5754.727051
	Iteration 32Q: 3 clusters Score -1.722501e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -17225556.000000 Penalty: 5754.727051
	Iteration 33Q: 3 clusters Score -1.722556e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -17226218.000000 Penalty: 5754.727051
	Iteration 34Q: 3 clusters Score -1.722622e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95006 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -17226816.000000 Penalty: 5754.727051
	Iteration 35Q: 3 clusters Score -1.722682e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -17227320.000000 Penalty: 5754.727051
	Iteration 36Q: 3 clusters Score -1.722732e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -17227730.000000 Penalty: 5754.727051
	Iteration 37Q: 3 clusters Score -1.722773e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98969 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -17228150.000000 Penalty: 5754.727051
	Iteration 38Q: 3 clusters Score -1.722815e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -17228448.000000 Penalty: 5754.727051
	Iteration 39Q: 3 clusters Score -1.722845e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -17228730.000000 Penalty: 5754.727051
	Iteration 40F: 3 clusters Score -1.722873e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -17229110.000000 Penalty: 5754.727051
	Iteration 41Q: 3 clusters Score -1.722911e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102572 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -17229314.000000 Penalty: 5754.727051
	Iteration 42Q: 3 clusters Score -1.722931e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103251 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -17229474.000000 Penalty: 5754.727051
	Iteration 43Q: 3 clusters Score -1.722947e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -17229600.000000 Penalty: 5754.727051
	Iteration 44Q: 3 clusters Score -1.72296e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -17229716.000000 Penalty: 5754.727051
	Iteration 45Q: 3 clusters Score -1.722972e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -17229796.000000 Penalty: 5754.727051
	Iteration 46Q: 3 clusters Score -1.72298e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -17229862.000000 Penalty: 5754.727051
	Iteration 47Q: 3 clusters Score -1.722986e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -17229936.000000 Penalty: 5754.727051
	Iteration 48Q: 3 clusters Score -1.722994e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -17229962.000000 Penalty: 5754.727051
	Iteration 49Q: 3 clusters Score -1.722996e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105826 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -17230048.000000 Penalty: 5754.727051
	Iteration 50Q: 3 clusters Score -1.723005e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -17230048.000000 Penalty: 5754.727051
	Iteration 51Q: 3 clusters Score -1.723005e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -17230102.000000 Penalty: 5754.727051
	Iteration 52Q: 3 clusters Score -1.72301e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -17230142.000000 Penalty: 5754.727051
	Iteration 53Q: 3 clusters Score -1.723014e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -17230216.000000 Penalty: 5754.727051
	Iteration 54Q: 3 clusters Score -1.723022e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -17230238.000000 Penalty: 5754.727051
	Iteration 55Q: 3 clusters Score -1.723024e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17230278.000000 Penalty: 5754.727051
	Iteration 56Q: 3 clusters Score -1.723028e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106730 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -17230326.000000 Penalty: 5754.727051
	Iteration 57Q: 3 clusters Score -1.723033e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -17230350.000000 Penalty: 5754.727051
	Iteration 58Q: 3 clusters Score -1.723035e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -17230350.000000 Penalty: 5754.727051
	Iteration 59Q: 3 clusters Score -1.723035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -17230362.000000 Penalty: 5754.727051
	Iteration 60F: 3 clusters Score -1.723036e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -17230406.000000 Penalty: 5754.727051
	Iteration 61Q: 3 clusters Score -1.723041e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107100 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17230432.000000 Penalty: 5754.727051
	Iteration 62Q: 3 clusters Score -1.723043e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -17230450.000000 Penalty: 5754.727051
	Iteration 63Q: 3 clusters Score -1.723045e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107250 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17230500.000000 Penalty: 5754.727051
	Iteration 64Q: 3 clusters Score -1.72305e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -17230520.000000 Penalty: 5754.727051
	Iteration 65Q: 3 clusters Score -1.723052e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107370 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -17230552.000000 Penalty: 5754.727051
	Iteration 66Q: 3 clusters Score -1.723055e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107424 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -17230580.000000 Penalty: 5754.727051
	Iteration 67Q: 3 clusters Score -1.723058e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107463 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17230610.000000 Penalty: 5754.727051
	Iteration 68Q: 3 clusters Score -1.723061e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107493 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -17230588.000000 Penalty: 5754.727051
	Iteration 69Q: 3 clusters Score -1.723059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -17230596.000000 Penalty: 5754.727051
	Iteration 70Q: 3 clusters Score -1.72306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -17230632.000000 Penalty: 5754.727051
	Iteration 71Q: 3 clusters Score -1.723063e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -17230656.000000 Penalty: 5754.727051
	Iteration 72Q: 3 clusters Score -1.723066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -17230662.000000 Penalty: 5754.727051
	Iteration 73Q: 3 clusters Score -1.723066e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -17230668.000000 Penalty: 5754.727051
	Iteration 74Q: 3 clusters Score -1.723067e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -17230676.000000 Penalty: 5754.727051
	Iteration 75Q: 3 clusters Score -1.723068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107692 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -17230680.000000 Penalty: 5754.727051
	Iteration 76Q: 3 clusters Score -1.723068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -17230670.000000 Penalty: 5754.727051
	Iteration 77Q: 3 clusters Score -1.723067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107721 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -17230682.000000 Penalty: 5754.727051
	Iteration 78Q: 3 clusters Score -1.723068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107730 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -17230682.000000 Penalty: 5754.727051
	Iteration 79Q: 3 clusters Score -1.723068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -17230692.000000 Penalty: 5754.727051
	Iteration 80F: 3 clusters Score -1.723069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -17230688.000000 Penalty: 5754.727051
	Iteration 81Q: 3 clusters Score -1.723069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -17230706.000000 Penalty: 5754.727051
	Iteration 82Q: 3 clusters Score -1.723071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -17230698.000000 Penalty: 5754.727051
	Iteration 83Q: 3 clusters Score -1.72307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -17230692.000000 Penalty: 5754.727051
	Iteration 84Q: 3 clusters Score -1.723069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107767 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -17230684.000000 Penalty: 5754.727051
	Iteration 85Q: 3 clusters Score -1.723068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107772 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -17230684.000000 Penalty: 5754.727051
	Iteration 86Q: 3 clusters Score -1.723068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -17230696.000000 Penalty: 5754.727051
	Iteration 87Q: 3 clusters Score -1.72307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107778 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -17230700.000000 Penalty: 5754.727051
	Iteration 88Q: 3 clusters Score -1.72307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -17230686.000000 Penalty: 5754.727051
	Iteration 89Q: 3 clusters Score -1.723069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107787 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -17230694.000000 Penalty: 5754.727051
	Iteration 90Q: 3 clusters Score -1.723069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -17230698.000000 Penalty: 5754.727051
	Iteration 91Q: 3 clusters Score -1.72307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107800 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -17230700.000000 Penalty: 5754.727051
	Iteration 92Q: 3 clusters Score -1.72307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -17230710.000000 Penalty: 5754.727051
	Iteration 93Q: 3 clusters Score -1.723071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -17230708.000000 Penalty: 5754.727051
	Iteration 94Q: 3 clusters Score -1.723071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -17230710.000000 Penalty: 5754.727051
	Iteration 95Q: 3 clusters Score -1.723071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -17230704.000000 Penalty: 5754.727051
	Iteration 96Q: 3 clusters Score -1.72307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -17230704.000000 Penalty: 5754.727051
	Iteration 97F: 3 clusters Score -1.72307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -437462.406250 Penalty: 1980.653198
	Iteration 0F: 2 clusters Score -437462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -434269.187500 Penalty: 3961.306396
	Iteration 0F: 3 clusters Score -434269.2 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -434864.562500 Penalty: 3961.306396
	Iteration 1F: 3 clusters Score -434864.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -434988.343750 Penalty: 3961.306396
	Iteration 2F: 3 clusters Score -434988.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -435080.343750 Penalty: 3961.306396
	Iteration 3Q: 3 clusters Score -435080.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -435131.062500 Penalty: 3961.306396
	Iteration 4Q: 3 clusters Score -435131.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -435170.625000 Penalty: 3961.306396
	Iteration 5Q: 3 clusters Score -435170.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -435204.281250 Penalty: 3961.306396
	Iteration 6Q: 3 clusters Score -435204.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -435235.468750 Penalty: 3961.306396
	Iteration 7Q: 3 clusters Score -435235.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -435261.937500 Penalty: 3961.306396
	Iteration 8Q: 3 clusters Score -435261.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -435289.843750 Penalty: 3961.306396
	Iteration 9Q: 3 clusters Score -435289.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -435318.593750 Penalty: 3961.306396
	Iteration 10Q: 3 clusters Score -435318.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -435350.625000 Penalty: 3961.306396
	Iteration 11Q: 3 clusters Score -435350.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -435378.375000 Penalty: 3961.306396
	Iteration 12Q: 3 clusters Score -435378.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -435412.125000 Penalty: 3961.306396
	Iteration 13Q: 3 clusters Score -435412.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -435444.500000 Penalty: 3961.306396
	Iteration 14Q: 3 clusters Score -435444.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -435478.062500 Penalty: 3961.306396
	Iteration 15Q: 3 clusters Score -435478.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -435507.656250 Penalty: 3961.306396
	Iteration 16Q: 3 clusters Score -435507.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -435536.375000 Penalty: 3961.306396
	Iteration 17Q: 3 clusters Score -435536.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -435561.343750 Penalty: 3961.306396
	Iteration 18Q: 3 clusters Score -435561.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -435616.375000 Penalty: 3961.306396
	Iteration 19Q: 3 clusters Score -435616.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -435682.437500 Penalty: 3961.306396
	Iteration 20F: 3 clusters Score -435682.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -435749.687500 Penalty: 3961.306396
	Iteration 21Q: 3 clusters Score -435749.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -435835.281250 Penalty: 3961.306396
	Iteration 22Q: 3 clusters Score -435835.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -435913.343750 Penalty: 3961.306396
	Iteration 23Q: 3 clusters Score -435913.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -435986.437500 Penalty: 3961.306396
	Iteration 24Q: 3 clusters Score -435986.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -436050.281250 Penalty: 3961.306396
	Iteration 25Q: 3 clusters Score -436050.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -436091.593750 Penalty: 3961.306396
	Iteration 26Q: 3 clusters Score -436091.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -436125.343750 Penalty: 3961.306396
	Iteration 27Q: 3 clusters Score -436125.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -436150.875000 Penalty: 3961.306396
	Iteration 28Q: 3 clusters Score -436150.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -436173.281250 Penalty: 3961.306396
	Iteration 29Q: 3 clusters Score -436173.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -436200.062500 Penalty: 3961.306396
	Iteration 30Q: 3 clusters Score -436200.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -436214.406250 Penalty: 3961.306396
	Iteration 31Q: 3 clusters Score -436214.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -436221.156250 Penalty: 3961.306396
	Iteration 32Q: 3 clusters Score -436221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -436227.250000 Penalty: 3961.306396
	Iteration 33Q: 3 clusters Score -436227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -436230.906250 Penalty: 3961.306396
	Iteration 34Q: 3 clusters Score -436230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -436231.250000 Penalty: 3961.306396
	Iteration 35Q: 3 clusters Score -436231.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -436231.218750 Penalty: 3961.306396
	Iteration 36Q: 3 clusters Score -436231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -436231.218750 Penalty: 3961.306396
	Iteration 37F: 3 clusters Score -436231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (99146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99146 members 
Entering Unmasked Estep 
Score: -15653098.000000 Penalty: 2853.078613
	Iteration 0F: 2 clusters Score -1.56531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -15587922.000000 Penalty: 5706.157227
	Iteration 0F: 3 clusters Score -1.558792e+07 nChanged 46865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -15614299.000000 Penalty: 5706.157227
	Iteration 1F: 3 clusters Score -1.56143e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -15615260.000000 Penalty: 5706.157227
	Iteration 2Q: 3 clusters Score -1.561526e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -15616474.000000 Penalty: 5706.157227
	Iteration 3Q: 3 clusters Score -1.561647e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -15617989.000000 Penalty: 5706.157227
	Iteration 4Q: 3 clusters Score -1.561799e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -15619740.000000 Penalty: 5706.157227
	Iteration 5Q: 3 clusters Score -1.561974e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -15621822.000000 Penalty: 5706.157227
	Iteration 6Q: 3 clusters Score -1.562182e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -15624062.000000 Penalty: 5706.157227
	Iteration 7Q: 3 clusters Score -1.562406e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -15626569.000000 Penalty: 5706.157227
	Iteration 8F: 3 clusters Score -1.562657e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -15629535.000000 Penalty: 5706.157227
	Iteration 9F: 3 clusters Score -1.562954e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57928 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -15632658.000000 Penalty: 5706.157227
	Iteration 10F: 3 clusters Score -1.563266e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -15635166.000000 Penalty: 5706.157227
	Iteration 11Q: 3 clusters Score -1.563517e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -15636769.000000 Penalty: 5706.157227
	Iteration 12Q: 3 clusters Score -1.563677e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -15637640.000000 Penalty: 5706.157227
	Iteration 13Q: 3 clusters Score -1.563764e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -15638102.000000 Penalty: 5706.157227
	Iteration 14Q: 3 clusters Score -1.56381e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -15638411.000000 Penalty: 5706.157227
	Iteration 15Q: 3 clusters Score -1.563841e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -15638623.000000 Penalty: 5706.157227
	Iteration 16Q: 3 clusters Score -1.563862e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -15638870.000000 Penalty: 5706.157227
	Iteration 17Q: 3 clusters Score -1.563887e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -15639041.000000 Penalty: 5706.157227
	Iteration 18Q: 3 clusters Score -1.563904e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66481 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -15639265.000000 Penalty: 5706.157227
	Iteration 19Q: 3 clusters Score -1.563926e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -15639487.000000 Penalty: 5706.157227
	Iteration 20F: 3 clusters Score -1.563949e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -15639845.000000 Penalty: 5706.157227
	Iteration 21Q: 3 clusters Score -1.563984e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -15640078.000000 Penalty: 5706.157227
	Iteration 22Q: 3 clusters Score -1.564008e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -15640457.000000 Penalty: 5706.157227
	Iteration 23Q: 3 clusters Score -1.564046e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72749 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -15640903.000000 Penalty: 5706.157227
	Iteration 24Q: 3 clusters Score -1.56409e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -15641337.000000 Penalty: 5706.157227
	Iteration 25Q: 3 clusters Score -1.564134e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -15641703.000000 Penalty: 5706.157227
	Iteration 26Q: 3 clusters Score -1.56417e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -15642201.000000 Penalty: 5706.157227
	Iteration 27Q: 3 clusters Score -1.56422e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -15642761.000000 Penalty: 5706.157227
	Iteration 28Q: 3 clusters Score -1.564276e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -15643460.000000 Penalty: 5706.157227
	Iteration 29Q: 3 clusters Score -1.564346e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -15644045.000000 Penalty: 5706.157227
	Iteration 30Q: 3 clusters Score -1.564404e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -15644651.000000 Penalty: 5706.157227
	Iteration 31Q: 3 clusters Score -1.564465e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85434 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -15645388.000000 Penalty: 5706.157227
	Iteration 32Q: 3 clusters Score -1.564539e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86946 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -15646035.000000 Penalty: 5706.157227
	Iteration 33Q: 3 clusters Score -1.564604e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -15646707.000000 Penalty: 5706.157227
	Iteration 34Q: 3 clusters Score -1.564671e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -15647328.000000 Penalty: 5706.157227
	Iteration 35Q: 3 clusters Score -1.564733e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -15647894.000000 Penalty: 5706.157227
	Iteration 36Q: 3 clusters Score -1.564789e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -15648336.000000 Penalty: 5706.157227
	Iteration 37Q: 3 clusters Score -1.564834e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -15648783.000000 Penalty: 5706.157227
	Iteration 38Q: 3 clusters Score -1.564878e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -15649077.000000 Penalty: 5706.157227
	Iteration 39Q: 3 clusters Score -1.564908e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -15649294.000000 Penalty: 5706.157227
	Iteration 40F: 3 clusters Score -1.564929e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -15649529.000000 Penalty: 5706.157227
	Iteration 41Q: 3 clusters Score -1.564953e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -15649716.000000 Penalty: 5706.157227
	Iteration 42Q: 3 clusters Score -1.564972e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -15649883.000000 Penalty: 5706.157227
	Iteration 43Q: 3 clusters Score -1.564988e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -15650041.000000 Penalty: 5706.157227
	Iteration 44Q: 3 clusters Score -1.565004e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -15650123.000000 Penalty: 5706.157227
	Iteration 45Q: 3 clusters Score -1.565012e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -15650212.000000 Penalty: 5706.157227
	Iteration 46Q: 3 clusters Score -1.565021e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -15650306.000000 Penalty: 5706.157227
	Iteration 47Q: 3 clusters Score -1.565031e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97043 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -15650386.000000 Penalty: 5706.157227
	Iteration 48Q: 3 clusters Score -1.565039e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -15650441.000000 Penalty: 5706.157227
	Iteration 49Q: 3 clusters Score -1.565044e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97319 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -15650498.000000 Penalty: 5706.157227
	Iteration 50Q: 3 clusters Score -1.56505e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -15650550.000000 Penalty: 5706.157227
	Iteration 51Q: 3 clusters Score -1.565055e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97500 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15650557.000000 Penalty: 5706.157227
	Iteration 52Q: 3 clusters Score -1.565056e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97569 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15650610.000000 Penalty: 5706.157227
	Iteration 53Q: 3 clusters Score -1.565061e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -15650612.000000 Penalty: 5706.157227
	Iteration 54Q: 3 clusters Score -1.565061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15650644.000000 Penalty: 5706.157227
	Iteration 55Q: 3 clusters Score -1.565064e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -15650668.000000 Penalty: 5706.157227
	Iteration 56Q: 3 clusters Score -1.565067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -15650671.000000 Penalty: 5706.157227
	Iteration 57Q: 3 clusters Score -1.565067e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97773 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -15650669.000000 Penalty: 5706.157227
	Iteration 58Q: 3 clusters Score -1.565067e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97794 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -15650679.000000 Penalty: 5706.157227
	Iteration 59Q: 3 clusters Score -1.565068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -15650694.000000 Penalty: 5706.157227
	Iteration 60F: 3 clusters Score -1.565069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -15650687.000000 Penalty: 5706.157227
	Iteration 61Q: 3 clusters Score -1.565069e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -15650684.000000 Penalty: 5706.157227
	Iteration 62Q: 3 clusters Score -1.565068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97845 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15650694.000000 Penalty: 5706.157227
	Iteration 63Q: 3 clusters Score -1.565069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97853 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -15650692.000000 Penalty: 5706.157227
	Iteration 64Q: 3 clusters Score -1.565069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -15650708.000000 Penalty: 5706.157227
	Iteration 65Q: 3 clusters Score -1.565071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -15650716.000000 Penalty: 5706.157227
	Iteration 66Q: 3 clusters Score -1.565072e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15650720.000000 Penalty: 5706.157227
	Iteration 67Q: 3 clusters Score -1.565072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97899 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -15650730.000000 Penalty: 5706.157227
	Iteration 68Q: 3 clusters Score -1.565073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -15650740.000000 Penalty: 5706.157227
	Iteration 69Q: 3 clusters Score -1.565074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -15650742.000000 Penalty: 5706.157227
	Iteration 70Q: 3 clusters Score -1.565074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -15650737.000000 Penalty: 5706.157227
	Iteration 71Q: 3 clusters Score -1.565074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -15650737.000000 Penalty: 5706.157227
	Iteration 72Q: 3 clusters Score -1.565074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -15650740.000000 Penalty: 5706.157227
	Iteration 73Q: 3 clusters Score -1.565074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -15650740.000000 Penalty: 5706.157227
	Iteration 74Q: 3 clusters Score -1.565074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -15650738.000000 Penalty: 5706.157227
	Iteration 75Q: 3 clusters Score -1.565074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15650750.000000 Penalty: 5706.157227
	Iteration 76Q: 3 clusters Score -1.565075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -15650748.000000 Penalty: 5706.157227
	Iteration 77Q: 3 clusters Score -1.565075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -15650757.000000 Penalty: 5706.157227
	Iteration 78Q: 3 clusters Score -1.565076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -15650756.000000 Penalty: 5706.157227
	Iteration 79Q: 3 clusters Score -1.565076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -15650762.000000 Penalty: 5706.157227
	Iteration 80F: 3 clusters Score -1.565076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98021 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -15650765.000000 Penalty: 5706.157227
	Iteration 81Q: 3 clusters Score -1.565076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -15650759.000000 Penalty: 5706.157227
	Iteration 82Q: 3 clusters Score -1.565076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98032 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -15650770.000000 Penalty: 5706.157227
	Iteration 83Q: 3 clusters Score -1.565077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98033 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -15650764.000000 Penalty: 5706.157227
	Iteration 84Q: 3 clusters Score -1.565076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98036 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -15650769.000000 Penalty: 5706.157227
	Iteration 85Q: 3 clusters Score -1.565077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -15650773.000000 Penalty: 5706.157227
	Iteration 86Q: 3 clusters Score -1.565077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -15650772.000000 Penalty: 5706.157227
	Iteration 87Q: 3 clusters Score -1.565077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15650776.000000 Penalty: 5706.157227
	Iteration 88Q: 3 clusters Score -1.565078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -15650777.000000 Penalty: 5706.157227
	Iteration 89Q: 3 clusters Score -1.565078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98045 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -15650774.000000 Penalty: 5706.157227
	Iteration 90Q: 3 clusters Score -1.565077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98048 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -15650771.000000 Penalty: 5706.157227
	Iteration 91Q: 3 clusters Score -1.565077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -15650771.000000 Penalty: 5706.157227
	Iteration 92Q: 3 clusters Score -1.565077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98049 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -15650771.000000 Penalty: 5706.157227
	Iteration 93F: 3 clusters Score -1.565077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73673.179688 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73673.18 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73881.203125 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73881.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73955.406250 Penalty: 3144.818115
	Iteration 2Q: 3 clusters Score -73955.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73984.835938 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -73984.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74004.484375 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -74004.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74012.671875 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -74012.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74020.562500 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -74020.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74023.640625 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -74023.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74024.929688 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -74024.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74024.929688 Penalty: 3144.818115
	Iteration 9F: 3 clusters Score -74024.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Entering Unmasked Estep 
Score: -2418519.500000 Penalty: 2391.214111
	Iteration 0F: 2 clusters Score -2418520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2407357.250000 Penalty: 4782.428223
	Iteration 0F: 3 clusters Score -2407357 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2410763.250000 Penalty: 4782.428223
	Iteration 1F: 3 clusters Score -2410763 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2411170.250000 Penalty: 4782.428223
	Iteration 2F: 3 clusters Score -2411170 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2411528.000000 Penalty: 4782.428223
	Iteration 3F: 3 clusters Score -2411528 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2411870.000000 Penalty: 4782.428223
	Iteration 4Q: 3 clusters Score -2411870 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2412160.750000 Penalty: 4782.428223
	Iteration 5Q: 3 clusters Score -2412161 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2412426.750000 Penalty: 4782.428223
	Iteration 6Q: 3 clusters Score -2412427 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2412684.000000 Penalty: 4782.428223
	Iteration 7Q: 3 clusters Score -2412684 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2412936.000000 Penalty: 4782.428223
	Iteration 8Q: 3 clusters Score -2412936 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2413203.000000 Penalty: 4782.428223
	Iteration 9Q: 3 clusters Score -2413203 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2413533.000000 Penalty: 4782.428223
	Iteration 10Q: 3 clusters Score -2413533 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2413916.750000 Penalty: 4782.428223
	Iteration 11Q: 3 clusters Score -2413917 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2414348.250000 Penalty: 4782.428223
	Iteration 12Q: 3 clusters Score -2414348 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2414793.250000 Penalty: 4782.428223
	Iteration 13Q: 3 clusters Score -2414793 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2415221.500000 Penalty: 4782.428223
	Iteration 14Q: 3 clusters Score -2415222 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2415640.250000 Penalty: 4782.428223
	Iteration 15Q: 3 clusters Score -2415640 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2415983.250000 Penalty: 4782.428223
	Iteration 16Q: 3 clusters Score -2415983 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2416295.500000 Penalty: 4782.428223
	Iteration 17Q: 3 clusters Score -2416296 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2416463.000000 Penalty: 4782.428223
	Iteration 18Q: 3 clusters Score -2416463 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2416576.750000 Penalty: 4782.428223
	Iteration 19Q: 3 clusters Score -2416577 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2416650.500000 Penalty: 4782.428223
	Iteration 20F: 3 clusters Score -2416650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2416709.000000 Penalty: 4782.428223
	Iteration 21Q: 3 clusters Score -2416709 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2416758.750000 Penalty: 4782.428223
	Iteration 22Q: 3 clusters Score -2416759 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2416782.750000 Penalty: 4782.428223
	Iteration 23Q: 3 clusters Score -2416783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2416812.750000 Penalty: 4782.428223
	Iteration 24Q: 3 clusters Score -2416813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2416834.000000 Penalty: 4782.428223
	Iteration 25Q: 3 clusters Score -2416834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2416843.750000 Penalty: 4782.428223
	Iteration 26Q: 3 clusters Score -2416844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2416848.500000 Penalty: 4782.428223
	Iteration 27Q: 3 clusters Score -2416848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2416861.000000 Penalty: 4782.428223
	Iteration 28Q: 3 clusters Score -2416861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2416869.250000 Penalty: 4782.428223
	Iteration 29Q: 3 clusters Score -2416869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2416871.000000 Penalty: 4782.428223
	Iteration 30Q: 3 clusters Score -2416871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2416875.000000 Penalty: 4782.428223
	Iteration 31Q: 3 clusters Score -2416875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2416884.250000 Penalty: 4782.428223
	Iteration 32Q: 3 clusters Score -2416884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2416888.250000 Penalty: 4782.428223
	Iteration 33Q: 3 clusters Score -2416888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2416880.500000 Penalty: 4782.428223
	Iteration 34Q: 3 clusters Score -2416880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2416881.500000 Penalty: 4782.428223
	Iteration 35Q: 3 clusters Score -2416882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2416883.250000 Penalty: 4782.428223
	Iteration 36Q: 3 clusters Score -2416883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2416884.750000 Penalty: 4782.428223
	Iteration 37Q: 3 clusters Score -2416885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2416888.500000 Penalty: 4782.428223
	Iteration 38Q: 3 clusters Score -2416888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2416893.000000 Penalty: 4782.428223
	Iteration 39Q: 3 clusters Score -2416893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2416891.000000 Penalty: 4782.428223
	Iteration 40F: 3 clusters Score -2416891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2416894.500000 Penalty: 4782.428223
	Iteration 41Q: 3 clusters Score -2416894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2416894.250000 Penalty: 4782.428223
	Iteration 42Q: 3 clusters Score -2416894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2416893.000000 Penalty: 4782.428223
	Iteration 43Q: 3 clusters Score -2416893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2416895.000000 Penalty: 4782.428223
	Iteration 44Q: 3 clusters Score -2416895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2416896.000000 Penalty: 4782.428223
	Iteration 45Q: 3 clusters Score -2416896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2416895.500000 Penalty: 4782.428223
	Iteration 46Q: 3 clusters Score -2416896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2416895.500000 Penalty: 4782.428223
	Iteration 47F: 3 clusters Score -2416896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Entering Unmasked Estep 
Score: -428945.125000 Penalty: 1976.229126
	Iteration 0F: 2 clusters Score -428945.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -425767.625000 Penalty: 3952.458252
	Iteration 0F: 3 clusters Score -425767.6 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -426528.562500 Penalty: 3952.458252
	Iteration 1F: 3 clusters Score -426528.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -426791.875000 Penalty: 3952.458252
	Iteration 2F: 3 clusters Score -426791.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -426954.843750 Penalty: 3952.458252
	Iteration 3F: 3 clusters Score -426954.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -427076.687500 Penalty: 3952.458252
	Iteration 4F: 3 clusters Score -427076.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -427175.500000 Penalty: 3952.458252
	Iteration 5Q: 3 clusters Score -427175.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -427277.625000 Penalty: 3952.458252
	Iteration 6Q: 3 clusters Score -427277.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -427365.343750 Penalty: 3952.458252
	Iteration 7Q: 3 clusters Score -427365.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -427438.093750 Penalty: 3952.458252
	Iteration 8Q: 3 clusters Score -427438.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -427493.156250 Penalty: 3952.458252
	Iteration 9Q: 3 clusters Score -427493.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -427554.781250 Penalty: 3952.458252
	Iteration 10Q: 3 clusters Score -427554.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -427610.187500 Penalty: 3952.458252
	Iteration 11Q: 3 clusters Score -427610.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -427672.875000 Penalty: 3952.458252
	Iteration 12Q: 3 clusters Score -427672.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -427731.562500 Penalty: 3952.458252
	Iteration 13Q: 3 clusters Score -427731.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -427788.875000 Penalty: 3952.458252
	Iteration 14Q: 3 clusters Score -427788.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -427839.000000 Penalty: 3952.458252
	Iteration 15Q: 3 clusters Score -427839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -427895.562500 Penalty: 3952.458252
	Iteration 16Q: 3 clusters Score -427895.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -427941.968750 Penalty: 3952.458252
	Iteration 17Q: 3 clusters Score -427942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -427981.437500 Penalty: 3952.458252
	Iteration 18Q: 3 clusters Score -427981.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -428020.406250 Penalty: 3952.458252
	Iteration 19Q: 3 clusters Score -428020.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -428074.562500 Penalty: 3952.458252
	Iteration 20F: 3 clusters Score -428074.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -428120.125000 Penalty: 3952.458252
	Iteration 21Q: 3 clusters Score -428120.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -428156.718750 Penalty: 3952.458252
	Iteration 22Q: 3 clusters Score -428156.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -428180.281250 Penalty: 3952.458252
	Iteration 23Q: 3 clusters Score -428180.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -428198.718750 Penalty: 3952.458252
	Iteration 24Q: 3 clusters Score -428198.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -428209.812500 Penalty: 3952.458252
	Iteration 25Q: 3 clusters Score -428209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -428218.468750 Penalty: 3952.458252
	Iteration 26Q: 3 clusters Score -428218.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -428227.687500 Penalty: 3952.458252
	Iteration 27Q: 3 clusters Score -428227.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -428232.937500 Penalty: 3952.458252
	Iteration 28Q: 3 clusters Score -428232.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -428238.781250 Penalty: 3952.458252
	Iteration 29Q: 3 clusters Score -428238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -428244.656250 Penalty: 3952.458252
	Iteration 30Q: 3 clusters Score -428244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -428250.125000 Penalty: 3952.458252
	Iteration 31Q: 3 clusters Score -428250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -428256.781250 Penalty: 3952.458252
	Iteration 32Q: 3 clusters Score -428256.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -428260.062500 Penalty: 3952.458252
	Iteration 33Q: 3 clusters Score -428260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -428262.468750 Penalty: 3952.458252
	Iteration 34Q: 3 clusters Score -428262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -428266.437500 Penalty: 3952.458252
	Iteration 35Q: 3 clusters Score -428266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -428270.468750 Penalty: 3952.458252
	Iteration 36Q: 3 clusters Score -428270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -428275.687500 Penalty: 3952.458252
	Iteration 37Q: 3 clusters Score -428275.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -428277.843750 Penalty: 3952.458252
	Iteration 38Q: 3 clusters Score -428277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -428279.781250 Penalty: 3952.458252
	Iteration 39Q: 3 clusters Score -428279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -428281.781250 Penalty: 3952.458252
	Iteration 40F: 3 clusters Score -428281.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -428284.343750 Penalty: 3952.458252
	Iteration 41Q: 3 clusters Score -428284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -428285.125000 Penalty: 3952.458252
	Iteration 42Q: 3 clusters Score -428285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -428286.312500 Penalty: 3952.458252
	Iteration 43Q: 3 clusters Score -428286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -428286.312500 Penalty: 3952.458252
	Iteration 44F: 3 clusters Score -428286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Entering Unmasked Estep 
Score: -4343540.500000 Penalty: 2540.685303
	Iteration 0F: 2 clusters Score -4343540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4324110.500000 Penalty: 5081.370605
	Iteration 0F: 3 clusters Score -4324110 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4330922.500000 Penalty: 5081.370605
	Iteration 1F: 3 clusters Score -4330922 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4331335.000000 Penalty: 5081.370605
	Iteration 2Q: 3 clusters Score -4331335 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4331727.000000 Penalty: 5081.370605
	Iteration 3Q: 3 clusters Score -4331727 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4332160.500000 Penalty: 5081.370605
	Iteration 4Q: 3 clusters Score -4332160 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -4332746.000000 Penalty: 5081.370605
	Iteration 5Q: 3 clusters Score -4332746 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4333583.000000 Penalty: 5081.370605
	Iteration 6F: 3 clusters Score -4333583 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4334697.000000 Penalty: 5081.370605
	Iteration 7F: 3 clusters Score -4334697 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4336123.500000 Penalty: 5081.370605
	Iteration 8F: 3 clusters Score -4336124 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4337686.500000 Penalty: 5081.370605
	Iteration 9F: 3 clusters Score -4337686 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -4339083.500000 Penalty: 5081.370605
	Iteration 10F: 3 clusters Score -4339084 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -4340133.500000 Penalty: 5081.370605
	Iteration 11Q: 3 clusters Score -4340134 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -4340708.500000 Penalty: 5081.370605
	Iteration 12Q: 3 clusters Score -4340708 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -4341013.500000 Penalty: 5081.370605
	Iteration 13Q: 3 clusters Score -4341014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4341168.500000 Penalty: 5081.370605
	Iteration 14Q: 3 clusters Score -4341168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -4341243.500000 Penalty: 5081.370605
	Iteration 15Q: 3 clusters Score -4341244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4341288.000000 Penalty: 5081.370605
	Iteration 16Q: 3 clusters Score -4341288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4341317.000000 Penalty: 5081.370605
	Iteration 17Q: 3 clusters Score -4341317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -4341332.500000 Penalty: 5081.370605
	Iteration 18Q: 3 clusters Score -4341332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -4341339.000000 Penalty: 5081.370605
	Iteration 19Q: 3 clusters Score -4341339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -4341346.500000 Penalty: 5081.370605
	Iteration 20F: 3 clusters Score -4341346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -4341348.500000 Penalty: 5081.370605
	Iteration 21Q: 3 clusters Score -4341348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -4341349.500000 Penalty: 5081.370605
	Iteration 22Q: 3 clusters Score -4341350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -4341349.500000 Penalty: 5081.370605
	Iteration 23F: 3 clusters Score -4341350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Entering Unmasked Estep 
Score: -4532903.000000 Penalty: 2545.045654
	Iteration 0F: 2 clusters Score -4532903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -4513191.000000 Penalty: 5090.091309
	Iteration 0F: 3 clusters Score -4513191 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4520008.500000 Penalty: 5090.091309
	Iteration 1F: 3 clusters Score -4520008 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -4520571.000000 Penalty: 5090.091309
	Iteration 2F: 3 clusters Score -4520571 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -4521221.500000 Penalty: 5090.091309
	Iteration 3F: 3 clusters Score -4521222 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4522115.500000 Penalty: 5090.091309
	Iteration 4F: 3 clusters Score -4522116 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -4523337.500000 Penalty: 5090.091309
	Iteration 5F: 3 clusters Score -4523338 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4524951.500000 Penalty: 5090.091309
	Iteration 6F: 3 clusters Score -4524952 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4526795.500000 Penalty: 5090.091309
	Iteration 7F: 3 clusters Score -4526796 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4528392.000000 Penalty: 5090.091309
	Iteration 8F: 3 clusters Score -4528392 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -4529514.000000 Penalty: 5090.091309
	Iteration 9Q: 3 clusters Score -4529514 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4530183.500000 Penalty: 5090.091309
	Iteration 10Q: 3 clusters Score -4530184 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -4530541.500000 Penalty: 5090.091309
	Iteration 11Q: 3 clusters Score -4530542 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4530737.500000 Penalty: 5090.091309
	Iteration 12Q: 3 clusters Score -4530738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4530832.500000 Penalty: 5090.091309
	Iteration 13Q: 3 clusters Score -4530832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4530888.500000 Penalty: 5090.091309
	Iteration 14Q: 3 clusters Score -4530888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4530934.000000 Penalty: 5090.091309
	Iteration 15Q: 3 clusters Score -4530934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4530969.500000 Penalty: 5090.091309
	Iteration 16Q: 3 clusters Score -4530970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4530998.000000 Penalty: 5090.091309
	Iteration 17Q: 3 clusters Score -4530998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -4531009.000000 Penalty: 5090.091309
	Iteration 18Q: 3 clusters Score -4531009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4531007.500000 Penalty: 5090.091309
	Iteration 19Q: 3 clusters Score -4531008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4531019.000000 Penalty: 5090.091309
	Iteration 20F: 3 clusters Score -4531019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4531021.500000 Penalty: 5090.091309
	Iteration 21Q: 3 clusters Score -4531022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -4531019.000000 Penalty: 5090.091309
	Iteration 22Q: 3 clusters Score -4531019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -4531021.000000 Penalty: 5090.091309
	Iteration 23Q: 3 clusters Score -4531021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4531028.000000 Penalty: 5090.091309
	Iteration 24Q: 3 clusters Score -4531028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -4531027.000000 Penalty: 5090.091309
	Iteration 25Q: 3 clusters Score -4531027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4531033.000000 Penalty: 5090.091309
	Iteration 26Q: 3 clusters Score -4531033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -4531035.500000 Penalty: 5090.091309
	Iteration 27Q: 3 clusters Score -4531036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4531031.500000 Penalty: 5090.091309
	Iteration 28Q: 3 clusters Score -4531032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4531034.000000 Penalty: 5090.091309
	Iteration 29Q: 3 clusters Score -4531034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4531037.500000 Penalty: 5090.091309
	Iteration 30Q: 3 clusters Score -4531038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4531033.500000 Penalty: 5090.091309
	Iteration 31Q: 3 clusters Score -4531034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4531033.000000 Penalty: 5090.091309
	Iteration 32Q: 3 clusters Score -4531033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4531032.500000 Penalty: 5090.091309
	Iteration 33Q: 3 clusters Score -4531032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4531032.500000 Penalty: 5090.091309
	Iteration 34F: 3 clusters Score -4531032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11803.567383 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11803.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12021.850586 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -12021.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12078.898438 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -12078.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12140.101562 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12212.857422 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12212.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12260.697266 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -12260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12269.808594 Penalty: 2607.717773
	Iteration 6Q: 3 clusters Score -12269.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12269.808594 Penalty: 2607.717773
	Iteration 7F: 3 clusters Score -12269.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Entering Unmasked Estep 
Score: -1103382.875000 Penalty: 2211.958008
	Iteration 0F: 2 clusters Score -1103383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1097302.250000 Penalty: 4423.916016
	Iteration 0F: 3 clusters Score -1097302 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1099096.250000 Penalty: 4423.916016
	Iteration 1F: 3 clusters Score -1099096 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1099618.000000 Penalty: 4423.916016
	Iteration 2F: 3 clusters Score -1099618 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1100069.625000 Penalty: 4423.916016
	Iteration 3F: 3 clusters Score -1100070 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1100448.375000 Penalty: 4423.916016
	Iteration 4F: 3 clusters Score -1100448 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1100819.125000 Penalty: 4423.916016
	Iteration 5F: 3 clusters Score -1100819 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1101155.375000 Penalty: 4423.916016
	Iteration 6F: 3 clusters Score -1101155 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1101409.000000 Penalty: 4423.916016
	Iteration 7Q: 3 clusters Score -1101409 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1101571.250000 Penalty: 4423.916016
	Iteration 8Q: 3 clusters Score -1101571 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1101681.000000 Penalty: 4423.916016
	Iteration 9Q: 3 clusters Score -1101681 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1101758.250000 Penalty: 4423.916016
	Iteration 10Q: 3 clusters Score -1101758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1101821.875000 Penalty: 4423.916016
	Iteration 11Q: 3 clusters Score -1101822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1101866.125000 Penalty: 4423.916016
	Iteration 12Q: 3 clusters Score -1101866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1101907.375000 Penalty: 4423.916016
	Iteration 13Q: 3 clusters Score -1101907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1101937.000000 Penalty: 4423.916016
	Iteration 14Q: 3 clusters Score -1101937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1101957.125000 Penalty: 4423.916016
	Iteration 15Q: 3 clusters Score -1101957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1101977.500000 Penalty: 4423.916016
	Iteration 16Q: 3 clusters Score -1101978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1101993.625000 Penalty: 4423.916016
	Iteration 17Q: 3 clusters Score -1101994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1102011.875000 Penalty: 4423.916016
	Iteration 18Q: 3 clusters Score -1102012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1102024.000000 Penalty: 4423.916016
	Iteration 19Q: 3 clusters Score -1102024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1102038.375000 Penalty: 4423.916016
	Iteration 20F: 3 clusters Score -1102038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1102049.500000 Penalty: 4423.916016
	Iteration 21Q: 3 clusters Score -1102050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1102059.875000 Penalty: 4423.916016
	Iteration 22Q: 3 clusters Score -1102060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1102066.000000 Penalty: 4423.916016
	Iteration 23Q: 3 clusters Score -1102066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1102075.000000 Penalty: 4423.916016
	Iteration 24Q: 3 clusters Score -1102075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1102078.250000 Penalty: 4423.916016
	Iteration 25Q: 3 clusters Score -1102078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1102080.375000 Penalty: 4423.916016
	Iteration 26Q: 3 clusters Score -1102080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1102084.750000 Penalty: 4423.916016
	Iteration 27Q: 3 clusters Score -1102085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1102086.875000 Penalty: 4423.916016
	Iteration 28Q: 3 clusters Score -1102087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1102088.875000 Penalty: 4423.916016
	Iteration 29Q: 3 clusters Score -1102089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1102088.125000 Penalty: 4423.916016
	Iteration 30Q: 3 clusters Score -1102088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1102088.125000 Penalty: 4423.916016
	Iteration 31F: 3 clusters Score -1102088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -115889.968750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -115890 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 415 members 
Entering Unmasked Estep 
Score: -114098.664062 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -114098.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -114387.109375 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -114387.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114529.250000 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -114529.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -114602.992188 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -114603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114657.617188 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -114657.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -114717.828125 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -114717.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -114751.812500 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -114751.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114792.593750 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -114792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114819.781250 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -114819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114848.484375 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -114848.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114867.523438 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -114867.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114895.945312 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -114895.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114931.882812 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -114931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -114951.890625 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -114951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114962.226562 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -114962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -114978.109375 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -114978.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -114997.289062 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -114997.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115025.320312 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -115025.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -115081.179688 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -115081.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -115222.671875 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -115222.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115320.429688 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -115320.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115395.984375 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -115396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -115471.015625 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -115471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115527.835938 Penalty: 3330.830322
	Iteration 23Q: 3 clusters Score -115527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115554.523438 Penalty: 3330.830322
	Iteration 24Q: 3 clusters Score -115554.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115576.093750 Penalty: 3330.830322
	Iteration 25Q: 3 clusters Score -115576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -115590.773438 Penalty: 3330.830322
	Iteration 26Q: 3 clusters Score -115590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -115618.851562 Penalty: 3330.830322
	Iteration 27Q: 3 clusters Score -115618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115669.148438 Penalty: 3330.830322
	Iteration 28Q: 3 clusters Score -115669.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -115730.117188 Penalty: 3330.830322
	Iteration 29Q: 3 clusters Score -115730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -115761.343750 Penalty: 3330.830322
	Iteration 30Q: 3 clusters Score -115761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115773.421875 Penalty: 3330.830322
	Iteration 31Q: 3 clusters Score -115773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115773.421875 Penalty: 3330.830322
	Iteration 32F: 3 clusters Score -115773.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34710.093750 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34710.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34799.488281 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34799.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34819.593750 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34819.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34823.804688 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -34823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34825.625000 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -34825.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34834.332031 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -34834.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34836.476562 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -34836.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34839.707031 Penalty: 2760.002197
	Iteration 7Q: 3 clusters Score -34839.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34877.675781 Penalty: 2760.002197
	Iteration 8Q: 3 clusters Score -34877.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34901.746094 Penalty: 2760.002197
	Iteration 9Q: 3 clusters Score -34901.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34913.828125 Penalty: 2760.002197
	Iteration 10Q: 3 clusters Score -34913.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34919.164062 Penalty: 2760.002197
	Iteration 11Q: 3 clusters Score -34919.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34921.367188 Penalty: 2760.002197
	Iteration 12Q: 3 clusters Score -34921.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34921.367188 Penalty: 2760.002197
	Iteration 13F: 3 clusters Score -34921.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -37262.820312 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37262.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37429.187500 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37429.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37516.820312 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -37516.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37583.425781 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37583.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37600.617188 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37600.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37631.402344 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37636.863281 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37636.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37652.472656 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37652.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37672.863281 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -37672.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37678.875000 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -37678.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37678.875000 Penalty: 2778.651123
	Iteration 10F: 3 clusters Score -37678.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -17795.740234 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17795.74 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18060.302734 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -18060.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18180.703125 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18180.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18401.113281 Penalty: 2699.439209
	Iteration 3F: 3 clusters Score -18401.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18444.957031 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18444.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18450.439453 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -18450.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18450.439453 Penalty: 2699.439209
	Iteration 6F: 3 clusters Score -18450.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -31857.376953 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -31857.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30704.216797 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -30704.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30778.060547 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -30778.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30799.914062 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -30799.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30809.388672 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30809.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30809.388672 Penalty: 2699.439209
	Iteration 4F: 3 clusters Score -30809.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126088 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12303 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109346 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99146 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28133 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723584.000000 Penalty: 124812.671875
Iteration 319Q: 39 clusters Score -8.672358e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126083 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24370 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12303 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109353 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99142 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28133 members 
Mstep: Class 31 contains 28631 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723520.000000 Penalty: 124812.671875
Iteration 320F: 39 clusters Score -8.672352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126077 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24370 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109365 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99139 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28133 members 
Mstep: Class 31 contains 28630 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723496.000000 Penalty: 124812.671875
Iteration 321Q: 39 clusters Score -8.67235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126064 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24372 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109383 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99134 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28133 members 
Mstep: Class 31 contains 28631 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723424.000000 Penalty: 124812.671875
Iteration 322Q: 39 clusters Score -8.672342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126055 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24374 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109389 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99134 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28134 members 
Mstep: Class 31 contains 28631 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723440.000000 Penalty: 124812.671875
Iteration 323Q: 39 clusters Score -8.672344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126049 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109397 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99134 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28134 members 
Mstep: Class 31 contains 28631 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723480.000000 Penalty: 124812.671875
Iteration 324Q: 39 clusters Score -8.672348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126035 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109403 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99140 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28135 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723528.000000 Penalty: 124812.671875
Iteration 325Q: 39 clusters Score -8.672353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126024 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109409 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 99145 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28135 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723560.000000 Penalty: 124812.671875
Iteration 326Q: 39 clusters Score -8.672356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126014 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109415 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 99147 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28137 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723528.000000 Penalty: 124812.671875
Iteration 327Q: 39 clusters Score -8.672353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 126001 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109423 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 99148 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28140 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723520.000000 Penalty: 124812.671875
Iteration 328Q: 39 clusters Score -8.672352e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125995 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109426 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 99147 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28142 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723544.000000 Penalty: 124812.671875
Iteration 329Q: 39 clusters Score -8.672354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125980 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109435 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 99149 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15397 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28147 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723544.000000 Penalty: 124812.671875
Iteration 330Q: 39 clusters Score -8.672354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125963 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24374 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34550 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109446 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 99152 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28149 members 
Mstep: Class 31 contains 28631 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723560.000000 Penalty: 124812.671875
Iteration 331Q: 39 clusters Score -8.672356e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125960 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24371 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12303 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109455 members 
Mstep: Class 25 contains 2941 members 
Mstep: Class 26 contains 99151 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28149 members 
Mstep: Class 31 contains 28630 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723600.000000 Penalty: 124812.671875
Iteration 332Q: 39 clusters Score -8.67236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125955 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24372 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109457 members 
Mstep: Class 25 contains 2940 members 
Mstep: Class 26 contains 99154 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28149 members 
Mstep: Class 31 contains 28629 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723568.000000 Penalty: 124812.671875
Iteration 333Q: 39 clusters Score -8.672357e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 6886 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125946 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12301 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1696 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109463 members 
Mstep: Class 25 contains 2938 members 
Mstep: Class 26 contains 99150 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28149 members 
Mstep: Class 31 contains 28633 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723568.000000 Penalty: 124812.671875
Iteration 334Q: 39 clusters Score -8.672357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13964 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125944 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24373 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12301 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1695 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109467 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99149 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28149 members 
Mstep: Class 31 contains 28634 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723592.000000 Penalty: 124812.671875
Iteration 335Q: 39 clusters Score -8.672359e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13963 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125941 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24370 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1694 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7780 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109475 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99145 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28151 members 
Mstep: Class 31 contains 28634 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723664.000000 Penalty: 124812.671875
Iteration 336Q: 39 clusters Score -8.672366e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125940 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109472 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99147 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28151 members 
Mstep: Class 31 contains 28635 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723656.000000 Penalty: 124812.671875
Iteration 337Q: 39 clusters Score -8.672366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6893 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125942 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109471 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99151 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2889 members 
Mstep: Class 30 contains 28148 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723696.000000 Penalty: 124812.671875
Iteration 338Q: 39 clusters Score -8.67237e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125941 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24370 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109466 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99156 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15403 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28146 members 
Mstep: Class 31 contains 28632 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723632.000000 Penalty: 124812.671875
Iteration 339Q: 39 clusters Score -8.672363e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125938 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24369 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109460 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99166 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28148 members 
Mstep: Class 31 contains 28631 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723592.000000 Penalty: 124812.671875
Iteration 340F: 39 clusters Score -8.672359e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125939 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24369 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109457 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99167 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15403 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28149 members 
Mstep: Class 31 contains 28630 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723624.000000 Penalty: 124812.671875
Iteration 341Q: 39 clusters Score -8.672362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125940 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1961 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109456 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99168 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28149 members 
Mstep: Class 31 contains 28629 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7474 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723552.000000 Penalty: 124812.671875
Iteration 342Q: 39 clusters Score -8.672355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125932 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109460 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99174 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15405 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28146 members 
Mstep: Class 31 contains 28628 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723552.000000 Penalty: 124812.671875
Iteration 343Q: 39 clusters Score -8.672355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125924 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109460 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99184 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15405 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28146 members 
Mstep: Class 31 contains 28627 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723600.000000 Penalty: 124812.671875
Iteration 344Q: 39 clusters Score -8.67236e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125919 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24365 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109458 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99191 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15405 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28148 members 
Mstep: Class 31 contains 28626 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723592.000000 Penalty: 124812.671875
Iteration 345Q: 39 clusters Score -8.672359e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125917 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109454 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99198 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15405 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28149 members 
Mstep: Class 31 contains 28624 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723592.000000 Penalty: 124812.671875
Iteration 346Q: 39 clusters Score -8.672359e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125908 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109455 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99205 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15405 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28151 members 
Mstep: Class 31 contains 28621 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723480.000000 Penalty: 124812.671875
Iteration 347Q: 39 clusters Score -8.672348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125908 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24370 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109453 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99205 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15405 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28153 members 
Mstep: Class 31 contains 28619 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7473 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723520.000000 Penalty: 124812.671875
Iteration 348Q: 39 clusters Score -8.672352e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125904 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24368 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109465 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99204 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28156 members 
Mstep: Class 31 contains 28613 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723584.000000 Penalty: 124812.671875
Iteration 349Q: 39 clusters Score -8.672358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125902 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24366 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109468 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99207 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2891 members 
Mstep: Class 30 contains 28157 members 
Mstep: Class 31 contains 28610 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723544.000000 Penalty: 124812.671875
Iteration 350Q: 39 clusters Score -8.672354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125907 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24362 members 
Mstep: Class 12 contains 1963 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109461 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99216 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28159 members 
Mstep: Class 31 contains 28605 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723528.000000 Penalty: 124812.671875
Iteration 351Q: 39 clusters Score -8.672353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125907 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24362 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109461 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99218 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28158 members 
Mstep: Class 31 contains 28605 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723560.000000 Penalty: 124812.671875
Iteration 352Q: 39 clusters Score -8.672356e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125899 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24361 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34549 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109466 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99225 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28159 members 
Mstep: Class 31 contains 28602 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7472 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723536.000000 Penalty: 124812.671875
Iteration 353Q: 39 clusters Score -8.672354e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125888 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24361 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34548 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109476 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99225 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28161 members 
Mstep: Class 31 contains 28604 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723472.000000 Penalty: 124812.671875
Iteration 354Q: 39 clusters Score -8.672347e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125890 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34545 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109490 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99219 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28160 members 
Mstep: Class 31 contains 28600 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723424.000000 Penalty: 124812.671875
Iteration 355Q: 39 clusters Score -8.672342e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125886 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24358 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109495 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99224 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15403 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28158 members 
Mstep: Class 31 contains 28600 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723424.000000 Penalty: 124812.671875
Iteration 356Q: 39 clusters Score -8.672342e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125880 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24359 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34542 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109502 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99221 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28159 members 
Mstep: Class 31 contains 28601 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723400.000000 Penalty: 124812.671875
Iteration 357Q: 39 clusters Score -8.67234e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125872 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109519 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99216 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28161 members 
Mstep: Class 31 contains 28596 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723384.000000 Penalty: 124812.671875
Iteration 358Q: 39 clusters Score -8.672338e+07 nChanged 63
Entering ConstructFrom: 
Score: -86723384.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -109737.789062 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -109737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107953.359375 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -107953.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108400.359375 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -108400.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -108676.007812 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -108676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -108849.093750 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -108849.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -109063.132812 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -109063.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -109253.445312 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -109253.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109416.382812 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -109416.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109515.359375 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -109515.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109555.000000 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -109555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -109601.382812 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -109601.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -109628.015625 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -109628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109671.492188 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -109671.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109715.187500 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -109715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -109740.828125 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -109740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109780.031250 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -109780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -109834.445312 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -109834.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -109845.398438 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -109845.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -109857.164062 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -109857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -109874.390625 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -109874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -109884.929688 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -109884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -109888.578125 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -109888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109904.304688 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -109904.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -109906.546875 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -109906.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109908.593750 Penalty: 3358.311768
	Iteration 23Q: 3 clusters Score -109908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109908.593750 Penalty: 3358.311768
	Iteration 24F: 3 clusters Score -109908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125863 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24354 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109528 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99223 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28161 members 
Mstep: Class 31 contains 28594 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 314 members 
Entering Unmasked Estep 
Score: -86721816.000000 Penalty: 128097.218750
Splitting cluster 1 changes total score from -86723384.000000 to -86721816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -357966.750000 Penalty: 1929.825928
	Iteration 0F: 2 clusters Score -357966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -355116.156250 Penalty: 3859.651855
	Iteration 0F: 3 clusters Score -355116.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -355673.875000 Penalty: 3859.651855
	Iteration 1F: 3 clusters Score -355673.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -355809.500000 Penalty: 3859.651855
	Iteration 2F: 3 clusters Score -355809.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -355891.468750 Penalty: 3859.651855
	Iteration 3Q: 3 clusters Score -355891.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -355965.781250 Penalty: 3859.651855
	Iteration 4Q: 3 clusters Score -355965.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -356044.062500 Penalty: 3859.651855
	Iteration 5Q: 3 clusters Score -356044.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -356094.531250 Penalty: 3859.651855
	Iteration 6Q: 3 clusters Score -356094.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -356130.593750 Penalty: 3859.651855
	Iteration 7Q: 3 clusters Score -356130.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -356152.500000 Penalty: 3859.651855
	Iteration 8Q: 3 clusters Score -356152.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -356165.875000 Penalty: 3859.651855
	Iteration 9Q: 3 clusters Score -356165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -356176.343750 Penalty: 3859.651855
	Iteration 10Q: 3 clusters Score -356176.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -356187.718750 Penalty: 3859.651855
	Iteration 11Q: 3 clusters Score -356187.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -356196.000000 Penalty: 3859.651855
	Iteration 12Q: 3 clusters Score -356196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -356208.125000 Penalty: 3859.651855
	Iteration 13Q: 3 clusters Score -356208.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -356216.906250 Penalty: 3859.651855
	Iteration 14Q: 3 clusters Score -356216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -356225.375000 Penalty: 3859.651855
	Iteration 15Q: 3 clusters Score -356225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -356232.437500 Penalty: 3859.651855
	Iteration 16Q: 3 clusters Score -356232.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -356239.031250 Penalty: 3859.651855
	Iteration 17Q: 3 clusters Score -356239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -356247.187500 Penalty: 3859.651855
	Iteration 18Q: 3 clusters Score -356247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -356253.031250 Penalty: 3859.651855
	Iteration 19Q: 3 clusters Score -356253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -356258.281250 Penalty: 3859.651855
	Iteration 20F: 3 clusters Score -356258.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -356261.406250 Penalty: 3859.651855
	Iteration 21Q: 3 clusters Score -356261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -356262.625000 Penalty: 3859.651855
	Iteration 22Q: 3 clusters Score -356262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -356264.531250 Penalty: 3859.651855
	Iteration 23Q: 3 clusters Score -356264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -356266.125000 Penalty: 3859.651855
	Iteration 24Q: 3 clusters Score -356266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -356267.156250 Penalty: 3859.651855
	Iteration 25Q: 3 clusters Score -356267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -356268.437500 Penalty: 3859.651855
	Iteration 26Q: 3 clusters Score -356268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -356269.281250 Penalty: 3859.651855
	Iteration 27Q: 3 clusters Score -356269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -356269.687500 Penalty: 3859.651855
	Iteration 28Q: 3 clusters Score -356269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -356270.375000 Penalty: 3859.651855
	Iteration 29Q: 3 clusters Score -356270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -356270.375000 Penalty: 3859.651855
	Iteration 30F: 3 clusters Score -356270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Entering Unmasked Estep 
Score: -2193104.250000 Penalty: 2366.917480
	Iteration 0F: 2 clusters Score -2193104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2182797.000000 Penalty: 4733.834961
	Iteration 0F: 3 clusters Score -2182797 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2186079.500000 Penalty: 4733.834961
	Iteration 1F: 3 clusters Score -2186080 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2186528.000000 Penalty: 4733.834961
	Iteration 2F: 3 clusters Score -2186528 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2187019.000000 Penalty: 4733.834961
	Iteration 3F: 3 clusters Score -2187019 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2187708.250000 Penalty: 4733.834961
	Iteration 4F: 3 clusters Score -2187708 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2188585.000000 Penalty: 4733.834961
	Iteration 5F: 3 clusters Score -2188585 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2189479.250000 Penalty: 4733.834961
	Iteration 6F: 3 clusters Score -2189479 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2190255.250000 Penalty: 4733.834961
	Iteration 7F: 3 clusters Score -2190255 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2190868.250000 Penalty: 4733.834961
	Iteration 8F: 3 clusters Score -2190868 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2191281.500000 Penalty: 4733.834961
	Iteration 9Q: 3 clusters Score -2191282 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2191636.500000 Penalty: 4733.834961
	Iteration 10Q: 3 clusters Score -2191636 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2191885.000000 Penalty: 4733.834961
	Iteration 11Q: 3 clusters Score -2191885 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2192072.500000 Penalty: 4733.834961
	Iteration 12Q: 3 clusters Score -2192072 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2192186.250000 Penalty: 4733.834961
	Iteration 13Q: 3 clusters Score -2192186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2192294.750000 Penalty: 4733.834961
	Iteration 14Q: 3 clusters Score -2192295 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2192375.750000 Penalty: 4733.834961
	Iteration 15Q: 3 clusters Score -2192376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2192434.250000 Penalty: 4733.834961
	Iteration 16Q: 3 clusters Score -2192434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2192470.500000 Penalty: 4733.834961
	Iteration 17Q: 3 clusters Score -2192470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2192495.500000 Penalty: 4733.834961
	Iteration 18Q: 3 clusters Score -2192496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2192508.250000 Penalty: 4733.834961
	Iteration 19Q: 3 clusters Score -2192508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2192514.500000 Penalty: 4733.834961
	Iteration 20F: 3 clusters Score -2192514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2192525.250000 Penalty: 4733.834961
	Iteration 21Q: 3 clusters Score -2192525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2192528.500000 Penalty: 4733.834961
	Iteration 22Q: 3 clusters Score -2192528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2192529.500000 Penalty: 4733.834961
	Iteration 23Q: 3 clusters Score -2192530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2192532.750000 Penalty: 4733.834961
	Iteration 24Q: 3 clusters Score -2192533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2192534.750000 Penalty: 4733.834961
	Iteration 25Q: 3 clusters Score -2192535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2192536.500000 Penalty: 4733.834961
	Iteration 26Q: 3 clusters Score -2192536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2192537.500000 Penalty: 4733.834961
	Iteration 27Q: 3 clusters Score -2192538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2192543.500000 Penalty: 4733.834961
	Iteration 28Q: 3 clusters Score -2192544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2192546.500000 Penalty: 4733.834961
	Iteration 29Q: 3 clusters Score -2192546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2192545.250000 Penalty: 4733.834961
	Iteration 30Q: 3 clusters Score -2192545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2192545.750000 Penalty: 4733.834961
	Iteration 31Q: 3 clusters Score -2192546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2192545.750000 Penalty: 4733.834961
	Iteration 32F: 3 clusters Score -2192546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -1030633.187500 Penalty: 2191.708984
	Iteration 0F: 2 clusters Score -1030633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1024844.125000 Penalty: 4383.417969
	Iteration 0F: 3 clusters Score -1024844 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1026379.250000 Penalty: 4383.417969
	Iteration 1F: 3 clusters Score -1026379 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1026654.500000 Penalty: 4383.417969
	Iteration 2F: 3 clusters Score -1026654 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1026825.687500 Penalty: 4383.417969
	Iteration 3F: 3 clusters Score -1026826 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1026975.312500 Penalty: 4383.417969
	Iteration 4Q: 3 clusters Score -1026975 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1027123.437500 Penalty: 4383.417969
	Iteration 5Q: 3 clusters Score -1027123 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1027306.625000 Penalty: 4383.417969
	Iteration 6Q: 3 clusters Score -1027307 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1027519.562500 Penalty: 4383.417969
	Iteration 7Q: 3 clusters Score -1027520 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1027737.375000 Penalty: 4383.417969
	Iteration 8Q: 3 clusters Score -1027737 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1027973.687500 Penalty: 4383.417969
	Iteration 9Q: 3 clusters Score -1027974 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1028253.187500 Penalty: 4383.417969
	Iteration 10Q: 3 clusters Score -1028253 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1028556.875000 Penalty: 4383.417969
	Iteration 11Q: 3 clusters Score -1028557 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1028931.500000 Penalty: 4383.417969
	Iteration 12Q: 3 clusters Score -1028932 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1029335.562500 Penalty: 4383.417969
	Iteration 13Q: 3 clusters Score -1029336 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1029791.062500 Penalty: 4383.417969
	Iteration 14Q: 3 clusters Score -1029791 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1030182.125000 Penalty: 4383.417969
	Iteration 15Q: 3 clusters Score -1030182 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1030489.812500 Penalty: 4383.417969
	Iteration 16Q: 3 clusters Score -1030490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1030677.312500 Penalty: 4383.417969
	Iteration 17Q: 3 clusters Score -1030677 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1030776.125000 Penalty: 4383.417969
	Iteration 18Q: 3 clusters Score -1030776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1030826.250000 Penalty: 4383.417969
	Iteration 19Q: 3 clusters Score -1030826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1030871.562500 Penalty: 4383.417969
	Iteration 20F: 3 clusters Score -1030872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1030897.437500 Penalty: 4383.417969
	Iteration 21Q: 3 clusters Score -1030897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1030909.937500 Penalty: 4383.417969
	Iteration 22Q: 3 clusters Score -1030910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1030913.937500 Penalty: 4383.417969
	Iteration 23Q: 3 clusters Score -1030914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1030913.937500 Penalty: 4383.417969
	Iteration 24F: 3 clusters Score -1030914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 788 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125863 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24354 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109528 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99223 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28161 members 
Mstep: Class 31 contains 28594 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 6100 members 
Entering Unmasked Estep 
Score: -86722456.000000 Penalty: 128097.218750
Splitting cluster 4 changes total score from -86723384.000000 to -86722456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67968.414062 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67968.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66663.210938 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -66663.21 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67317.062500 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -67317.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67797.132812 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -67797.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68108.671875 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -68108.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68398.843750 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -68398.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68453.570312 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -68453.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68521.523438 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -68521.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68587.976562 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -68587.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68587.976562 Penalty: 3094.208984
	Iteration 8F: 3 clusters Score -68587.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 98 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125863 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24354 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109528 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99223 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28161 members 
Mstep: Class 31 contains 28594 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 414 members 
Entering Unmasked Estep 
Score: -86722264.000000 Penalty: 128097.218750
Splitting cluster 5 changes total score from -86723384.000000 to -86722264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -228931.000000 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228931 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -229354.140625 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229354.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -229490.656250 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229490.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229603.031250 Penalty: 3664.303711
	Iteration 3Q: 3 clusters Score -229603 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229729.281250 Penalty: 3664.303711
	Iteration 4Q: 3 clusters Score -229729.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -229806.671875 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -229806.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -229878.484375 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -229878.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -229940.828125 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -229940.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -230003.312500 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230003.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -230077.234375 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230077.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -230154.031250 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -230232.421875 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230232.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -230318.656250 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230318.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -230398.078125 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230398.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -230466.203125 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -230466.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -230539.843750 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -230539.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -230670.984375 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -230671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -230790.656250 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -230790.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -230839.078125 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -230839.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -230885.359375 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -230885.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -230910.437500 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -230910.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -230918.250000 Penalty: 3664.303711
	Iteration 21Q: 3 clusters Score -230918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -230929.640625 Penalty: 3664.303711
	Iteration 22Q: 3 clusters Score -230929.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -230949.390625 Penalty: 3664.303711
	Iteration 23Q: 3 clusters Score -230949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -230966.218750 Penalty: 3664.303711
	Iteration 24Q: 3 clusters Score -230966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -230973.234375 Penalty: 3664.303711
	Iteration 25Q: 3 clusters Score -230973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230975.843750 Penalty: 3664.303711
	Iteration 26Q: 3 clusters Score -230975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -230977.656250 Penalty: 3664.303711
	Iteration 27Q: 3 clusters Score -230977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -230982.937500 Penalty: 3664.303711
	Iteration 28Q: 3 clusters Score -230982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -230985.156250 Penalty: 3664.303711
	Iteration 29Q: 3 clusters Score -230985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -230986.765625 Penalty: 3664.303711
	Iteration 30Q: 3 clusters Score -230986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -230986.765625 Penalty: 3664.303711
	Iteration 31F: 3 clusters Score -230986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78296.945312 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78296.95 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78523.070312 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78523.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78590.007812 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78590.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78650.742188 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78650.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78712.687500 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78712.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78797.398438 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78797.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78847.609375 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78847.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78875.062500 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -78875.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78884.117188 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -78884.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78891.703125 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -78891.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78894.640625 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -78894.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78895.875000 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -78895.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78899.695312 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -78899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78905.085938 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -78905.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78912.640625 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -78912.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78956.632812 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -78956.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78990.914062 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -78990.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79030.093750 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -79030.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79043.539062 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -79043.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79070.625000 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -79070.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79090.273438 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -79090.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79100.117188 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -79100.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79107.648438 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -79107.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79116.007812 Penalty: 3180.261963
	Iteration 23Q: 3 clusters Score -79116.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79129.460938 Penalty: 3180.261963
	Iteration 24Q: 3 clusters Score -79129.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79142.718750 Penalty: 3180.261963
	Iteration 25Q: 3 clusters Score -79142.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79162.906250 Penalty: 3180.261963
	Iteration 26Q: 3 clusters Score -79162.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79177.039062 Penalty: 3180.261963
	Iteration 27Q: 3 clusters Score -79177.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79187.984375 Penalty: 3180.261963
	Iteration 28Q: 3 clusters Score -79187.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79208.507812 Penalty: 3180.261963
	Iteration 29Q: 3 clusters Score -79208.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79214.171875 Penalty: 3180.261963
	Iteration 30Q: 3 clusters Score -79214.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79221.242188 Penalty: 3180.261963
	Iteration 31Q: 3 clusters Score -79221.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79223.859375 Penalty: 3180.261963
	Iteration 32Q: 3 clusters Score -79223.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79227.085938 Penalty: 3180.261963
	Iteration 33Q: 3 clusters Score -79227.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79242.656250 Penalty: 3180.261963
	Iteration 34Q: 3 clusters Score -79242.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79249.109375 Penalty: 3180.261963
	Iteration 35Q: 3 clusters Score -79249.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79255.562500 Penalty: 3180.261963
	Iteration 36Q: 3 clusters Score -79255.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79267.195312 Penalty: 3180.261963
	Iteration 37Q: 3 clusters Score -79267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79289.390625 Penalty: 3180.261963
	Iteration 38Q: 3 clusters Score -79289.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79318.656250 Penalty: 3180.261963
	Iteration 39Q: 3 clusters Score -79318.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -79347.210938 Penalty: 3180.261963
	Iteration 40F: 3 clusters Score -79347.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79355.632812 Penalty: 3180.261963
	Iteration 41Q: 3 clusters Score -79355.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79361.234375 Penalty: 3180.261963
	Iteration 42Q: 3 clusters Score -79361.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -79361.234375 Penalty: 3180.261963
	Iteration 43F: 3 clusters Score -79361.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -116180.593750 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -116180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -114419.226562 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -114419.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -114674.421875 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -114674.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -114786.523438 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -114786.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114838.507812 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -114838.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -114884.929688 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -114884.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -114908.476562 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -114908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -114929.507812 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -114929.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114947.109375 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -114947.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -114984.867188 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -114984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -115011.835938 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -115011.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -115034.054688 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -115034.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -115067.117188 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -115067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -115128.593750 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -115128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -115255.609375 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -115255.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -115398.171875 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -115398.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -115495.859375 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -115495.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -115573.234375 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -115573.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115639.492188 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -115639.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -115690.000000 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -115690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -115753.085938 Penalty: 3299.179688
	Iteration 19Q: 3 clusters Score -115753.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -115828.515625 Penalty: 3299.179688
	Iteration 20F: 3 clusters Score -115828.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -115882.539062 Penalty: 3299.179688
	Iteration 21Q: 3 clusters Score -115882.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115918.976562 Penalty: 3299.179688
	Iteration 22Q: 3 clusters Score -115919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -115939.015625 Penalty: 3299.179688
	Iteration 23Q: 3 clusters Score -115939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -115946.789062 Penalty: 3299.179688
	Iteration 24Q: 3 clusters Score -115946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -115948.593750 Penalty: 3299.179688
	Iteration 25Q: 3 clusters Score -115948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -115951.312500 Penalty: 3299.179688
	Iteration 26Q: 3 clusters Score -115951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -115953.703125 Penalty: 3299.179688
	Iteration 27Q: 3 clusters Score -115953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -115959.734375 Penalty: 3299.179688
	Iteration 28Q: 3 clusters Score -115959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -115960.929688 Penalty: 3299.179688
	Iteration 29Q: 3 clusters Score -115960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -115964.429688 Penalty: 3299.179688
	Iteration 30Q: 3 clusters Score -115964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -115965.492188 Penalty: 3299.179688
	Iteration 31Q: 3 clusters Score -115965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -115965.492188 Penalty: 3299.179688
	Iteration 32F: 3 clusters Score -115965.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (125863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Entering Unmasked Estep 
Score: -19784310.000000 Penalty: 2912.251465
	Iteration 0F: 2 clusters Score -1.978431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -19703924.000000 Penalty: 5824.502930
	Iteration 0F: 3 clusters Score -1.970392e+07 nChanged 59568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -19738008.000000 Penalty: 5824.502930
	Iteration 1F: 3 clusters Score -1.973801e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -19739108.000000 Penalty: 5824.502930
	Iteration 2Q: 3 clusters Score -1.973911e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -19740558.000000 Penalty: 5824.502930
	Iteration 3Q: 3 clusters Score -1.974056e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -19742670.000000 Penalty: 5824.502930
	Iteration 4Q: 3 clusters Score -1.974267e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
Score: -19745786.000000 Penalty: 5824.502930
	Iteration 5Q: 3 clusters Score -1.974579e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -19750250.000000 Penalty: 5824.502930
	Iteration 6F: 3 clusters Score -1.975025e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -19756840.000000 Penalty: 5824.502930
	Iteration 7F: 3 clusters Score -1.975684e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -19764596.000000 Penalty: 5824.502930
	Iteration 8F: 3 clusters Score -1.97646e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -19770498.000000 Penalty: 5824.502930
	Iteration 9F: 3 clusters Score -1.97705e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76842 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -19773330.000000 Penalty: 5824.502930
	Iteration 10Q: 3 clusters Score -1.977333e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -19774372.000000 Penalty: 5824.502930
	Iteration 11Q: 3 clusters Score -1.977437e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -19775182.000000 Penalty: 5824.502930
	Iteration 12Q: 3 clusters Score -1.977518e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -19775706.000000 Penalty: 5824.502930
	Iteration 13Q: 3 clusters Score -1.977571e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -19776100.000000 Penalty: 5824.502930
	Iteration 14Q: 3 clusters Score -1.97761e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -19776490.000000 Penalty: 5824.502930
	Iteration 15Q: 3 clusters Score -1.977649e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -19776762.000000 Penalty: 5824.502930
	Iteration 16Q: 3 clusters Score -1.977676e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82979 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -19776944.000000 Penalty: 5824.502930
	Iteration 17Q: 3 clusters Score -1.977694e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -19777124.000000 Penalty: 5824.502930
	Iteration 18Q: 3 clusters Score -1.977712e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -19777238.000000 Penalty: 5824.502930
	Iteration 19Q: 3 clusters Score -1.977724e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -19777374.000000 Penalty: 5824.502930
	Iteration 20F: 3 clusters Score -1.977737e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -19777468.000000 Penalty: 5824.502930
	Iteration 21Q: 3 clusters Score -1.977747e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85763 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -19777606.000000 Penalty: 5824.502930
	Iteration 22Q: 3 clusters Score -1.977761e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -19777648.000000 Penalty: 5824.502930
	Iteration 23Q: 3 clusters Score -1.977765e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -19777812.000000 Penalty: 5824.502930
	Iteration 24Q: 3 clusters Score -1.977781e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -19777942.000000 Penalty: 5824.502930
	Iteration 25Q: 3 clusters Score -1.977794e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -19778050.000000 Penalty: 5824.502930
	Iteration 26Q: 3 clusters Score -1.977805e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -19778206.000000 Penalty: 5824.502930
	Iteration 27Q: 3 clusters Score -1.977821e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -19778394.000000 Penalty: 5824.502930
	Iteration 28Q: 3 clusters Score -1.977839e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89535 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -19778482.000000 Penalty: 5824.502930
	Iteration 29Q: 3 clusters Score -1.977848e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -19778568.000000 Penalty: 5824.502930
	Iteration 30Q: 3 clusters Score -1.977857e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -19778710.000000 Penalty: 5824.502930
	Iteration 31Q: 3 clusters Score -1.977871e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -19778846.000000 Penalty: 5824.502930
	Iteration 32Q: 3 clusters Score -1.977885e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91901 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -19778976.000000 Penalty: 5824.502930
	Iteration 33Q: 3 clusters Score -1.977898e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92498 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -19779124.000000 Penalty: 5824.502930
	Iteration 34Q: 3 clusters Score -1.977912e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93041 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -19779356.000000 Penalty: 5824.502930
	Iteration 35Q: 3 clusters Score -1.977936e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -19779560.000000 Penalty: 5824.502930
	Iteration 36Q: 3 clusters Score -1.977956e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94275 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -19779746.000000 Penalty: 5824.502930
	Iteration 37Q: 3 clusters Score -1.977975e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95063 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -19779880.000000 Penalty: 5824.502930
	Iteration 38Q: 3 clusters Score -1.977988e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -19780034.000000 Penalty: 5824.502930
	Iteration 39Q: 3 clusters Score -1.978003e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -19780250.000000 Penalty: 5824.502930
	Iteration 40F: 3 clusters Score -1.978025e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98309 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -19780522.000000 Penalty: 5824.502930
	Iteration 41Q: 3 clusters Score -1.978052e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99745 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -19780868.000000 Penalty: 5824.502930
	Iteration 42Q: 3 clusters Score -1.978087e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101407 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -19781146.000000 Penalty: 5824.502930
	Iteration 43Q: 3 clusters Score -1.978115e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -19781396.000000 Penalty: 5824.502930
	Iteration 44Q: 3 clusters Score -1.97814e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -19781642.000000 Penalty: 5824.502930
	Iteration 45Q: 3 clusters Score -1.978164e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107314 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -19781814.000000 Penalty: 5824.502930
	Iteration 46Q: 3 clusters Score -1.978181e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -19782164.000000 Penalty: 5824.502930
	Iteration 47Q: 3 clusters Score -1.978216e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -19782266.000000 Penalty: 5824.502930
	Iteration 48Q: 3 clusters Score -1.978227e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113761 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -19782230.000000 Penalty: 5824.502930
	Iteration 49Q: 3 clusters Score -1.978223e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115776 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -19782280.000000 Penalty: 5824.502930
	Iteration 50Q: 3 clusters Score -1.978228e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117536 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -19782304.000000 Penalty: 5824.502930
	Iteration 51Q: 3 clusters Score -1.97823e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119056 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -19782184.000000 Penalty: 5824.502930
	Iteration 52Q: 3 clusters Score -1.978218e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -19782204.000000 Penalty: 5824.502930
	Iteration 53Q: 3 clusters Score -1.97822e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121268 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -19782050.000000 Penalty: 5824.502930
	Iteration 54Q: 3 clusters Score -1.978205e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121988 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -19782014.000000 Penalty: 5824.502930
	Iteration 55Q: 3 clusters Score -1.978201e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122448 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -19782000.000000 Penalty: 5824.502930
	Iteration 56Q: 3 clusters Score -1.9782e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122752 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -19781934.000000 Penalty: 5824.502930
	Iteration 57Q: 3 clusters Score -1.978193e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122924 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -19782008.000000 Penalty: 5824.502930
	Iteration 58Q: 3 clusters Score -1.978201e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123042 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -19781972.000000 Penalty: 5824.502930
	Iteration 59Q: 3 clusters Score -1.978197e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123125 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -19782218.000000 Penalty: 5824.502930
	Iteration 60F: 3 clusters Score -1.978222e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123732 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -19782186.000000 Penalty: 5824.502930
	Iteration 61Q: 3 clusters Score -1.978219e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124157 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -19782094.000000 Penalty: 5824.502930
	Iteration 62Q: 3 clusters Score -1.978209e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124466 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -19782058.000000 Penalty: 5824.502930
	Iteration 63Q: 3 clusters Score -1.978206e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124700 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -19782054.000000 Penalty: 5824.502930
	Iteration 64Q: 3 clusters Score -1.978205e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124847 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19782084.000000 Penalty: 5824.502930
	Iteration 65Q: 3 clusters Score -1.978208e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124953 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19782132.000000 Penalty: 5824.502930
	Iteration 66Q: 3 clusters Score -1.978213e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -19782098.000000 Penalty: 5824.502930
	Iteration 67Q: 3 clusters Score -1.97821e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125094 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -19782120.000000 Penalty: 5824.502930
	Iteration 68Q: 3 clusters Score -1.978212e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125158 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -19782140.000000 Penalty: 5824.502930
	Iteration 69Q: 3 clusters Score -1.978214e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125209 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19782114.000000 Penalty: 5824.502930
	Iteration 70Q: 3 clusters Score -1.978211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125246 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19782114.000000 Penalty: 5824.502930
	Iteration 71Q: 3 clusters Score -1.978211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -19782110.000000 Penalty: 5824.502930
	Iteration 72Q: 3 clusters Score -1.978211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -19782110.000000 Penalty: 5824.502930
	Iteration 73Q: 3 clusters Score -1.978211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19782102.000000 Penalty: 5824.502930
	Iteration 74Q: 3 clusters Score -1.97821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125332 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -19782096.000000 Penalty: 5824.502930
	Iteration 75Q: 3 clusters Score -1.97821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125338 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19782112.000000 Penalty: 5824.502930
	Iteration 76Q: 3 clusters Score -1.978211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125344 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -19782082.000000 Penalty: 5824.502930
	Iteration 77Q: 3 clusters Score -1.978208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125349 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -19782092.000000 Penalty: 5824.502930
	Iteration 78Q: 3 clusters Score -1.978209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19782084.000000 Penalty: 5824.502930
	Iteration 79Q: 3 clusters Score -1.978208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19782088.000000 Penalty: 5824.502930
	Iteration 80F: 3 clusters Score -1.978209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125357 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -19782094.000000 Penalty: 5824.502930
	Iteration 81Q: 3 clusters Score -1.978209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125358 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -19782094.000000 Penalty: 5824.502930
	Iteration 82Q: 3 clusters Score -1.978209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125359 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19782104.000000 Penalty: 5824.502930
	Iteration 83Q: 3 clusters Score -1.97821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125359 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19782104.000000 Penalty: 5824.502930
	Iteration 84F: 3 clusters Score -1.97821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -1329632.125000 Penalty: 2254.957520
	Iteration 0F: 2 clusters Score -1329632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1322707.000000 Penalty: 4509.915039
	Iteration 0F: 3 clusters Score -1322707 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1324726.875000 Penalty: 4509.915039
	Iteration 1F: 3 clusters Score -1324727 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1325062.250000 Penalty: 4509.915039
	Iteration 2F: 3 clusters Score -1325062 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1325296.875000 Penalty: 4509.915039
	Iteration 3F: 3 clusters Score -1325297 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1325508.375000 Penalty: 4509.915039
	Iteration 4Q: 3 clusters Score -1325508 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1325708.625000 Penalty: 4509.915039
	Iteration 5Q: 3 clusters Score -1325709 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1325907.125000 Penalty: 4509.915039
	Iteration 6Q: 3 clusters Score -1325907 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1326116.875000 Penalty: 4509.915039
	Iteration 7Q: 3 clusters Score -1326117 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1326329.500000 Penalty: 4509.915039
	Iteration 8Q: 3 clusters Score -1326330 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1326538.250000 Penalty: 4509.915039
	Iteration 9Q: 3 clusters Score -1326538 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1326733.000000 Penalty: 4509.915039
	Iteration 10Q: 3 clusters Score -1326733 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1326913.000000 Penalty: 4509.915039
	Iteration 11Q: 3 clusters Score -1326913 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1327079.250000 Penalty: 4509.915039
	Iteration 12Q: 3 clusters Score -1327079 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1327203.625000 Penalty: 4509.915039
	Iteration 13Q: 3 clusters Score -1327204 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1327312.500000 Penalty: 4509.915039
	Iteration 14Q: 3 clusters Score -1327312 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1327409.250000 Penalty: 4509.915039
	Iteration 15Q: 3 clusters Score -1327409 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1327490.625000 Penalty: 4509.915039
	Iteration 16Q: 3 clusters Score -1327491 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1327563.500000 Penalty: 4509.915039
	Iteration 17Q: 3 clusters Score -1327564 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1327630.750000 Penalty: 4509.915039
	Iteration 18Q: 3 clusters Score -1327631 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1327710.250000 Penalty: 4509.915039
	Iteration 19Q: 3 clusters Score -1327710 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1327789.000000 Penalty: 4509.915039
	Iteration 20F: 3 clusters Score -1327789 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1327853.500000 Penalty: 4509.915039
	Iteration 21Q: 3 clusters Score -1327854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1327914.625000 Penalty: 4509.915039
	Iteration 22Q: 3 clusters Score -1327915 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1327987.125000 Penalty: 4509.915039
	Iteration 23Q: 3 clusters Score -1327987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1328029.000000 Penalty: 4509.915039
	Iteration 24Q: 3 clusters Score -1328029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1328065.875000 Penalty: 4509.915039
	Iteration 25Q: 3 clusters Score -1328066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1328100.375000 Penalty: 4509.915039
	Iteration 26Q: 3 clusters Score -1328100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1328126.375000 Penalty: 4509.915039
	Iteration 27Q: 3 clusters Score -1328126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1328156.875000 Penalty: 4509.915039
	Iteration 28Q: 3 clusters Score -1328157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1328174.625000 Penalty: 4509.915039
	Iteration 29Q: 3 clusters Score -1328175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1328185.125000 Penalty: 4509.915039
	Iteration 30Q: 3 clusters Score -1328185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1328196.500000 Penalty: 4509.915039
	Iteration 31Q: 3 clusters Score -1328196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1328208.500000 Penalty: 4509.915039
	Iteration 32Q: 3 clusters Score -1328208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1328213.125000 Penalty: 4509.915039
	Iteration 33Q: 3 clusters Score -1328213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1328215.875000 Penalty: 4509.915039
	Iteration 34Q: 3 clusters Score -1328216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1328221.500000 Penalty: 4509.915039
	Iteration 35Q: 3 clusters Score -1328222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1328227.875000 Penalty: 4509.915039
	Iteration 36Q: 3 clusters Score -1328228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1328234.625000 Penalty: 4509.915039
	Iteration 37Q: 3 clusters Score -1328235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1328237.875000 Penalty: 4509.915039
	Iteration 38Q: 3 clusters Score -1328238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1328241.375000 Penalty: 4509.915039
	Iteration 39Q: 3 clusters Score -1328241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1328244.875000 Penalty: 4509.915039
	Iteration 40F: 3 clusters Score -1328245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1328247.500000 Penalty: 4509.915039
	Iteration 41Q: 3 clusters Score -1328248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1328255.125000 Penalty: 4509.915039
	Iteration 42Q: 3 clusters Score -1328255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1328252.375000 Penalty: 4509.915039
	Iteration 43Q: 3 clusters Score -1328252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1328252.375000 Penalty: 4509.915039
	Iteration 44F: 3 clusters Score -1328252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Entering Unmasked Estep 
Score: -3868403.250000 Penalty: 2504.911865
	Iteration 0F: 2 clusters Score -3868403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3851370.250000 Penalty: 5009.823730
	Iteration 0F: 3 clusters Score -3851370 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3857147.750000 Penalty: 5009.823730
	Iteration 1F: 3 clusters Score -3857148 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3857674.000000 Penalty: 5009.823730
	Iteration 2F: 3 clusters Score -3857674 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3858122.500000 Penalty: 5009.823730
	Iteration 3Q: 3 clusters Score -3858122 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3858626.000000 Penalty: 5009.823730
	Iteration 4Q: 3 clusters Score -3858626 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3859187.250000 Penalty: 5009.823730
	Iteration 5Q: 3 clusters Score -3859187 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3859783.750000 Penalty: 5009.823730
	Iteration 6Q: 3 clusters Score -3859784 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3860406.750000 Penalty: 5009.823730
	Iteration 7Q: 3 clusters Score -3860407 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3861067.750000 Penalty: 5009.823730
	Iteration 8Q: 3 clusters Score -3861068 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3861736.750000 Penalty: 5009.823730
	Iteration 9Q: 3 clusters Score -3861737 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3862357.000000 Penalty: 5009.823730
	Iteration 10Q: 3 clusters Score -3862357 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3863067.500000 Penalty: 5009.823730
	Iteration 11Q: 3 clusters Score -3863068 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3863822.750000 Penalty: 5009.823730
	Iteration 12Q: 3 clusters Score -3863823 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3864621.000000 Penalty: 5009.823730
	Iteration 13Q: 3 clusters Score -3864621 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3865339.000000 Penalty: 5009.823730
	Iteration 14Q: 3 clusters Score -3865339 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3865827.000000 Penalty: 5009.823730
	Iteration 15Q: 3 clusters Score -3865827 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3866129.500000 Penalty: 5009.823730
	Iteration 16Q: 3 clusters Score -3866130 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3866342.000000 Penalty: 5009.823730
	Iteration 17Q: 3 clusters Score -3866342 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3866488.750000 Penalty: 5009.823730
	Iteration 18Q: 3 clusters Score -3866489 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3866552.750000 Penalty: 5009.823730
	Iteration 19Q: 3 clusters Score -3866553 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3866605.250000 Penalty: 5009.823730
	Iteration 20F: 3 clusters Score -3866605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3866631.250000 Penalty: 5009.823730
	Iteration 21Q: 3 clusters Score -3866631 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3866641.500000 Penalty: 5009.823730
	Iteration 22Q: 3 clusters Score -3866642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3866653.750000 Penalty: 5009.823730
	Iteration 23Q: 3 clusters Score -3866654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3866656.750000 Penalty: 5009.823730
	Iteration 24Q: 3 clusters Score -3866657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3866662.500000 Penalty: 5009.823730
	Iteration 25Q: 3 clusters Score -3866662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3866663.750000 Penalty: 5009.823730
	Iteration 26Q: 3 clusters Score -3866664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3866657.000000 Penalty: 5009.823730
	Iteration 27Q: 3 clusters Score -3866657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -3866664.250000 Penalty: 5009.823730
	Iteration 28Q: 3 clusters Score -3866664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3866666.000000 Penalty: 5009.823730
	Iteration 29Q: 3 clusters Score -3866666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3866664.250000 Penalty: 5009.823730
	Iteration 30Q: 3 clusters Score -3866664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3866672.750000 Penalty: 5009.823730
	Iteration 31Q: 3 clusters Score -3866673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3866678.250000 Penalty: 5009.823730
	Iteration 32Q: 3 clusters Score -3866678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3866670.750000 Penalty: 5009.823730
	Iteration 33Q: 3 clusters Score -3866671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3866668.250000 Penalty: 5009.823730
	Iteration 34Q: 3 clusters Score -3866668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3866674.000000 Penalty: 5009.823730
	Iteration 35Q: 3 clusters Score -3866674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3866674.000000 Penalty: 5009.823730
	Iteration 36Q: 3 clusters Score -3866674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3866668.250000 Penalty: 5009.823730
	Iteration 37Q: 3 clusters Score -3866668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3866674.250000 Penalty: 5009.823730
	Iteration 38Q: 3 clusters Score -3866674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3866672.750000 Penalty: 5009.823730
	Iteration 39Q: 3 clusters Score -3866673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3866670.750000 Penalty: 5009.823730
	Iteration 40F: 3 clusters Score -3866671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3866670.750000 Penalty: 5009.823730
	Iteration 41Q: 3 clusters Score -3866671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3866672.750000 Penalty: 5009.823730
	Iteration 42Q: 3 clusters Score -3866673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3866670.000000 Penalty: 5009.823730
	Iteration 43Q: 3 clusters Score -3866670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3866670.500000 Penalty: 5009.823730
	Iteration 44Q: 3 clusters Score -3866670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3866675.750000 Penalty: 5009.823730
	Iteration 45Q: 3 clusters Score -3866676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -3866675.750000 Penalty: 5009.823730
	Iteration 46F: 3 clusters Score -3866676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -281773.375000 Penalty: 1880.519165
	Iteration 0F: 2 clusters Score -281773.4 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 985 members 
Entering Unmasked Estep 
Score: -279198.468750 Penalty: 3761.038330
	Iteration 0F: 3 clusters Score -279198.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279767.562500 Penalty: 3761.038330
	Iteration 1F: 3 clusters Score -279767.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -279965.187500 Penalty: 3761.038330
	Iteration 2F: 3 clusters Score -279965.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280133.062500 Penalty: 3761.038330
	Iteration 3F: 3 clusters Score -280133.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -280304.093750 Penalty: 3761.038330
	Iteration 4Q: 3 clusters Score -280304.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -280466.875000 Penalty: 3761.038330
	Iteration 5F: 3 clusters Score -280466.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -280616.093750 Penalty: 3761.038330
	Iteration 6Q: 3 clusters Score -280616.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -280781.687500 Penalty: 3761.038330
	Iteration 7F: 3 clusters Score -280781.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -280883.250000 Penalty: 3761.038330
	Iteration 8Q: 3 clusters Score -280883.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -280939.000000 Penalty: 3761.038330
	Iteration 9Q: 3 clusters Score -280939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -280980.531250 Penalty: 3761.038330
	Iteration 10Q: 3 clusters Score -280980.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -281017.687500 Penalty: 3761.038330
	Iteration 11Q: 3 clusters Score -281017.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -281056.156250 Penalty: 3761.038330
	Iteration 12Q: 3 clusters Score -281056.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -281080.125000 Penalty: 3761.038330
	Iteration 13Q: 3 clusters Score -281080.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -281091.437500 Penalty: 3761.038330
	Iteration 14Q: 3 clusters Score -281091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -281097.500000 Penalty: 3761.038330
	Iteration 15Q: 3 clusters Score -281097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -281100.031250 Penalty: 3761.038330
	Iteration 16Q: 3 clusters Score -281100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -281102.656250 Penalty: 3761.038330
	Iteration 17Q: 3 clusters Score -281102.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -281109.093750 Penalty: 3761.038330
	Iteration 18Q: 3 clusters Score -281109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -281114.906250 Penalty: 3761.038330
	Iteration 19Q: 3 clusters Score -281114.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -281117.968750 Penalty: 3761.038330
	Iteration 20F: 3 clusters Score -281118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -281119.343750 Penalty: 3761.038330
	Iteration 21Q: 3 clusters Score -281119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -281120.500000 Penalty: 3761.038330
	Iteration 22Q: 3 clusters Score -281120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -281121.031250 Penalty: 3761.038330
	Iteration 23Q: 3 clusters Score -281121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -281121.937500 Penalty: 3761.038330
	Iteration 24Q: 3 clusters Score -281121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -281121.937500 Penalty: 3761.038330
	Iteration 25F: 3 clusters Score -281121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Entering Unmasked Estep 
Score: -1601798.750000 Penalty: 2291.591309
	Iteration 0F: 2 clusters Score -1601799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1593883.500000 Penalty: 4583.182617
	Iteration 0F: 3 clusters Score -1593884 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1596160.625000 Penalty: 4583.182617
	Iteration 1F: 3 clusters Score -1596161 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1596506.125000 Penalty: 4583.182617
	Iteration 2F: 3 clusters Score -1596506 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1596811.000000 Penalty: 4583.182617
	Iteration 3F: 3 clusters Score -1596811 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1597147.500000 Penalty: 4583.182617
	Iteration 4F: 3 clusters Score -1597148 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1597536.500000 Penalty: 4583.182617
	Iteration 5F: 3 clusters Score -1597536 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1597969.625000 Penalty: 4583.182617
	Iteration 6F: 3 clusters Score -1597970 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1598407.125000 Penalty: 4583.182617
	Iteration 7F: 3 clusters Score -1598407 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1598816.125000 Penalty: 4583.182617
	Iteration 8F: 3 clusters Score -1598816 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1599193.000000 Penalty: 4583.182617
	Iteration 9F: 3 clusters Score -1599193 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1599517.625000 Penalty: 4583.182617
	Iteration 10Q: 3 clusters Score -1599518 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1599792.000000 Penalty: 4583.182617
	Iteration 11Q: 3 clusters Score -1599792 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1599993.750000 Penalty: 4583.182617
	Iteration 12Q: 3 clusters Score -1599994 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1600145.500000 Penalty: 4583.182617
	Iteration 13Q: 3 clusters Score -1600146 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1600247.125000 Penalty: 4583.182617
	Iteration 14Q: 3 clusters Score -1600247 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1600297.875000 Penalty: 4583.182617
	Iteration 15Q: 3 clusters Score -1600298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1600323.625000 Penalty: 4583.182617
	Iteration 16Q: 3 clusters Score -1600324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1600345.125000 Penalty: 4583.182617
	Iteration 17Q: 3 clusters Score -1600345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1600366.875000 Penalty: 4583.182617
	Iteration 18Q: 3 clusters Score -1600367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1600389.625000 Penalty: 4583.182617
	Iteration 19Q: 3 clusters Score -1600390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1600409.625000 Penalty: 4583.182617
	Iteration 20F: 3 clusters Score -1600410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1600423.875000 Penalty: 4583.182617
	Iteration 21Q: 3 clusters Score -1600424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1600435.625000 Penalty: 4583.182617
	Iteration 22Q: 3 clusters Score -1600436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1600449.250000 Penalty: 4583.182617
	Iteration 23Q: 3 clusters Score -1600449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1600457.625000 Penalty: 4583.182617
	Iteration 24Q: 3 clusters Score -1600458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1600464.250000 Penalty: 4583.182617
	Iteration 25Q: 3 clusters Score -1600464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1600470.250000 Penalty: 4583.182617
	Iteration 26Q: 3 clusters Score -1600470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1600479.500000 Penalty: 4583.182617
	Iteration 27Q: 3 clusters Score -1600480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1600483.125000 Penalty: 4583.182617
	Iteration 28Q: 3 clusters Score -1600483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1600484.750000 Penalty: 4583.182617
	Iteration 29Q: 3 clusters Score -1600485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1600488.750000 Penalty: 4583.182617
	Iteration 30Q: 3 clusters Score -1600489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1600493.125000 Penalty: 4583.182617
	Iteration 31Q: 3 clusters Score -1600493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1600495.250000 Penalty: 4583.182617
	Iteration 32Q: 3 clusters Score -1600495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1600500.750000 Penalty: 4583.182617
	Iteration 33Q: 3 clusters Score -1600501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1600500.250000 Penalty: 4583.182617
	Iteration 34Q: 3 clusters Score -1600500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1600504.000000 Penalty: 4583.182617
	Iteration 35Q: 3 clusters Score -1600504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1600504.500000 Penalty: 4583.182617
	Iteration 36Q: 3 clusters Score -1600504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1600508.250000 Penalty: 4583.182617
	Iteration 37Q: 3 clusters Score -1600508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1600511.000000 Penalty: 4583.182617
	Iteration 38Q: 3 clusters Score -1600511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1600512.500000 Penalty: 4583.182617
	Iteration 39Q: 3 clusters Score -1600512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1600513.875000 Penalty: 4583.182617
	Iteration 40F: 3 clusters Score -1600514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1600515.500000 Penalty: 4583.182617
	Iteration 41Q: 3 clusters Score -1600516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1600514.125000 Penalty: 4583.182617
	Iteration 42Q: 3 clusters Score -1600514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1600514.125000 Penalty: 4583.182617
	Iteration 43Q: 3 clusters Score -1600514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1600513.875000 Penalty: 4583.182617
	Iteration 44Q: 3 clusters Score -1600514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1600514.875000 Penalty: 4583.182617
	Iteration 45Q: 3 clusters Score -1600515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1600514.875000 Penalty: 4583.182617
	Iteration 46F: 3 clusters Score -1600515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Entering Unmasked Estep 
Score: -1889159.250000 Penalty: 2335.403076
	Iteration 0F: 2 clusters Score -1889159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1880039.500000 Penalty: 4670.806152
	Iteration 0F: 3 clusters Score -1880040 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1882820.250000 Penalty: 4670.806152
	Iteration 1F: 3 clusters Score -1882820 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1883249.250000 Penalty: 4670.806152
	Iteration 2F: 3 clusters Score -1883249 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1883689.625000 Penalty: 4670.806152
	Iteration 3F: 3 clusters Score -1883690 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1884253.250000 Penalty: 4670.806152
	Iteration 4F: 3 clusters Score -1884253 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1884973.250000 Penalty: 4670.806152
	Iteration 5F: 3 clusters Score -1884973 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1885763.750000 Penalty: 4670.806152
	Iteration 6F: 3 clusters Score -1885764 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1886513.625000 Penalty: 4670.806152
	Iteration 7F: 3 clusters Score -1886514 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1887127.000000 Penalty: 4670.806152
	Iteration 8F: 3 clusters Score -1887127 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1887498.000000 Penalty: 4670.806152
	Iteration 9Q: 3 clusters Score -1887498 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1887730.000000 Penalty: 4670.806152
	Iteration 10Q: 3 clusters Score -1887730 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1887853.875000 Penalty: 4670.806152
	Iteration 11Q: 3 clusters Score -1887854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1887913.625000 Penalty: 4670.806152
	Iteration 12Q: 3 clusters Score -1887914 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1887949.375000 Penalty: 4670.806152
	Iteration 13Q: 3 clusters Score -1887949 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1887974.500000 Penalty: 4670.806152
	Iteration 14Q: 3 clusters Score -1887974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1888001.125000 Penalty: 4670.806152
	Iteration 15Q: 3 clusters Score -1888001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1888013.500000 Penalty: 4670.806152
	Iteration 16Q: 3 clusters Score -1888014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1888028.375000 Penalty: 4670.806152
	Iteration 17Q: 3 clusters Score -1888028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1888040.375000 Penalty: 4670.806152
	Iteration 18Q: 3 clusters Score -1888040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1888049.625000 Penalty: 4670.806152
	Iteration 19Q: 3 clusters Score -1888050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1888056.625000 Penalty: 4670.806152
	Iteration 20F: 3 clusters Score -1888057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1888061.250000 Penalty: 4670.806152
	Iteration 21Q: 3 clusters Score -1888061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1888063.750000 Penalty: 4670.806152
	Iteration 22Q: 3 clusters Score -1888064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1888069.625000 Penalty: 4670.806152
	Iteration 23Q: 3 clusters Score -1888070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1888069.750000 Penalty: 4670.806152
	Iteration 24Q: 3 clusters Score -1888070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1888074.250000 Penalty: 4670.806152
	Iteration 25Q: 3 clusters Score -1888074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1888079.500000 Penalty: 4670.806152
	Iteration 26Q: 3 clusters Score -1888080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1888078.500000 Penalty: 4670.806152
	Iteration 27Q: 3 clusters Score -1888078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1888089.500000 Penalty: 4670.806152
	Iteration 28Q: 3 clusters Score -1888090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1888093.875000 Penalty: 4670.806152
	Iteration 29Q: 3 clusters Score -1888094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1888095.750000 Penalty: 4670.806152
	Iteration 30Q: 3 clusters Score -1888096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1888096.125000 Penalty: 4670.806152
	Iteration 31Q: 3 clusters Score -1888096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1888100.250000 Penalty: 4670.806152
	Iteration 32Q: 3 clusters Score -1888100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1888101.625000 Penalty: 4670.806152
	Iteration 33Q: 3 clusters Score -1888102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1888105.625000 Penalty: 4670.806152
	Iteration 34Q: 3 clusters Score -1888106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1888109.750000 Penalty: 4670.806152
	Iteration 35Q: 3 clusters Score -1888110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1888116.000000 Penalty: 4670.806152
	Iteration 36Q: 3 clusters Score -1888116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1888122.875000 Penalty: 4670.806152
	Iteration 37Q: 3 clusters Score -1888123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1888128.625000 Penalty: 4670.806152
	Iteration 38Q: 3 clusters Score -1888129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1888133.875000 Penalty: 4670.806152
	Iteration 39Q: 3 clusters Score -1888134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1888137.375000 Penalty: 4670.806152
	Iteration 40F: 3 clusters Score -1888137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1888142.000000 Penalty: 4670.806152
	Iteration 41Q: 3 clusters Score -1888142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1888139.500000 Penalty: 4670.806152
	Iteration 42Q: 3 clusters Score -1888140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1888145.250000 Penalty: 4670.806152
	Iteration 43Q: 3 clusters Score -1888145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1888150.750000 Penalty: 4670.806152
	Iteration 44Q: 3 clusters Score -1888151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1888155.000000 Penalty: 4670.806152
	Iteration 45Q: 3 clusters Score -1888155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1888156.750000 Penalty: 4670.806152
	Iteration 46Q: 3 clusters Score -1888157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1888164.375000 Penalty: 4670.806152
	Iteration 47Q: 3 clusters Score -1888164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1888161.125000 Penalty: 4670.806152
	Iteration 48Q: 3 clusters Score -1888161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1888165.375000 Penalty: 4670.806152
	Iteration 49Q: 3 clusters Score -1888165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1888166.250000 Penalty: 4670.806152
	Iteration 50Q: 3 clusters Score -1888166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1888165.875000 Penalty: 4670.806152
	Iteration 51Q: 3 clusters Score -1888166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1888166.750000 Penalty: 4670.806152
	Iteration 52Q: 3 clusters Score -1888167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1888170.750000 Penalty: 4670.806152
	Iteration 53Q: 3 clusters Score -1888171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1888174.375000 Penalty: 4670.806152
	Iteration 54Q: 3 clusters Score -1888174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1888176.750000 Penalty: 4670.806152
	Iteration 55Q: 3 clusters Score -1888177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1888180.875000 Penalty: 4670.806152
	Iteration 56Q: 3 clusters Score -1888181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1888184.875000 Penalty: 4670.806152
	Iteration 57Q: 3 clusters Score -1888185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1888185.500000 Penalty: 4670.806152
	Iteration 58Q: 3 clusters Score -1888186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1888188.500000 Penalty: 4670.806152
	Iteration 59Q: 3 clusters Score -1888188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1888192.250000 Penalty: 4670.806152
	Iteration 60F: 3 clusters Score -1888192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1888190.000000 Penalty: 4670.806152
	Iteration 61Q: 3 clusters Score -1888190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1888197.500000 Penalty: 4670.806152
	Iteration 62Q: 3 clusters Score -1888198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1888197.125000 Penalty: 4670.806152
	Iteration 63Q: 3 clusters Score -1888197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1888198.750000 Penalty: 4670.806152
	Iteration 64Q: 3 clusters Score -1888199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1888196.375000 Penalty: 4670.806152
	Iteration 65Q: 3 clusters Score -1888196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1888196.750000 Penalty: 4670.806152
	Iteration 66Q: 3 clusters Score -1888197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1888199.250000 Penalty: 4670.806152
	Iteration 67Q: 3 clusters Score -1888199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1888197.250000 Penalty: 4670.806152
	Iteration 68Q: 3 clusters Score -1888197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1888200.000000 Penalty: 4670.806152
	Iteration 69Q: 3 clusters Score -1888200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1888198.125000 Penalty: 4670.806152
	Iteration 70Q: 3 clusters Score -1888198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1888199.000000 Penalty: 4670.806152
	Iteration 71Q: 3 clusters Score -1888199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1888201.750000 Penalty: 4670.806152
	Iteration 72Q: 3 clusters Score -1888202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1888201.875000 Penalty: 4670.806152
	Iteration 73Q: 3 clusters Score -1888202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1888201.500000 Penalty: 4670.806152
	Iteration 74Q: 3 clusters Score -1888202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1888201.500000 Penalty: 4670.806152
	Iteration 75F: 3 clusters Score -1888202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -97533.671875 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97533.67 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97982.656250 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -97982.66 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -98421.398438 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98421.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98701.437500 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98701.44 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98883.015625 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -98883.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99043.593750 Penalty: 3284.217285
	Iteration 5F: 3 clusters Score -99043.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -99167.453125 Penalty: 3284.217285
	Iteration 6F: 3 clusters Score -99167.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99238.656250 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -99238.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -99284.273438 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -99284.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99330.054688 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -99330.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99359.179688 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -99359.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -99366.828125 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -99366.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -99383.078125 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -99383.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -99388.484375 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -99388.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -99390.359375 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -99390.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -99390.359375 Penalty: 3284.217285
	Iteration 15F: 3 clusters Score -99390.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125863 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24354 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 504 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109528 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99223 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28161 members 
Mstep: Class 31 contains 28594 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 247 members 
Entering Unmasked Estep 
Score: -86721960.000000 Penalty: 128097.218750
Splitting cluster 15 changes total score from -86723384.000000 to -86721960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Entering Unmasked Estep 
Score: -5353723.500000 Penalty: 2591.597412
	Iteration 0F: 2 clusters Score -5353724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -5330090.500000 Penalty: 5183.194824
	Iteration 0F: 3 clusters Score -5330090 nChanged 15766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -5338615.000000 Penalty: 5183.194824
	Iteration 1F: 3 clusters Score -5338615 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -5338970.500000 Penalty: 5183.194824
	Iteration 2Q: 3 clusters Score -5338970 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5339234.000000 Penalty: 5183.194824
	Iteration 3Q: 3 clusters Score -5339234 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -5339543.000000 Penalty: 5183.194824
	Iteration 4Q: 3 clusters Score -5339543 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -5339813.500000 Penalty: 5183.194824
	Iteration 5Q: 3 clusters Score -5339814 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5340105.000000 Penalty: 5183.194824
	Iteration 6Q: 3 clusters Score -5340105 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -5340460.500000 Penalty: 5183.194824
	Iteration 7Q: 3 clusters Score -5340460 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5340841.000000 Penalty: 5183.194824
	Iteration 8Q: 3 clusters Score -5340841 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5341349.000000 Penalty: 5183.194824
	Iteration 9Q: 3 clusters Score -5341349 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -5342041.000000 Penalty: 5183.194824
	Iteration 10Q: 3 clusters Score -5342041 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -5343128.000000 Penalty: 5183.194824
	Iteration 11Q: 3 clusters Score -5343128 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -5344665.500000 Penalty: 5183.194824
	Iteration 12F: 3 clusters Score -5344666 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -5346423.500000 Penalty: 5183.194824
	Iteration 13F: 3 clusters Score -5346424 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5348147.500000 Penalty: 5183.194824
	Iteration 14F: 3 clusters Score -5348148 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5349531.000000 Penalty: 5183.194824
	Iteration 15Q: 3 clusters Score -5349531 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5350329.500000 Penalty: 5183.194824
	Iteration 16Q: 3 clusters Score -5350330 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5350799.500000 Penalty: 5183.194824
	Iteration 17Q: 3 clusters Score -5350800 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5351085.000000 Penalty: 5183.194824
	Iteration 18Q: 3 clusters Score -5351085 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5351223.000000 Penalty: 5183.194824
	Iteration 19Q: 3 clusters Score -5351223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5351307.500000 Penalty: 5183.194824
	Iteration 20F: 3 clusters Score -5351308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5351354.000000 Penalty: 5183.194824
	Iteration 21Q: 3 clusters Score -5351354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5351376.000000 Penalty: 5183.194824
	Iteration 22Q: 3 clusters Score -5351376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5351394.500000 Penalty: 5183.194824
	Iteration 23Q: 3 clusters Score -5351394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5351401.000000 Penalty: 5183.194824
	Iteration 24Q: 3 clusters Score -5351401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5351409.500000 Penalty: 5183.194824
	Iteration 25Q: 3 clusters Score -5351410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5351424.500000 Penalty: 5183.194824
	Iteration 26Q: 3 clusters Score -5351424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5351431.000000 Penalty: 5183.194824
	Iteration 27Q: 3 clusters Score -5351431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5351436.000000 Penalty: 5183.194824
	Iteration 28Q: 3 clusters Score -5351436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5351445.500000 Penalty: 5183.194824
	Iteration 29Q: 3 clusters Score -5351446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5351445.000000 Penalty: 5183.194824
	Iteration 30Q: 3 clusters Score -5351445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5351445.000000 Penalty: 5183.194824
	Iteration 31F: 3 clusters Score -5351445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -254665.812500 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -254665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -252247.750000 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -252247.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -252685.937500 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -252685.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -252819.437500 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -252819.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -252894.093750 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -252894.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -252938.906250 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -252938.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -252970.578125 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -252970.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252995.781250 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -252995.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -253016.875000 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -253016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -253026.250000 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -253026.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -253037.484375 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -253037.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -253046.359375 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -253046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -253050.984375 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -253051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253054.171875 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -253054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253058.531250 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -253058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -253061.343750 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -253061.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253063.062500 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -253063.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -253064.265625 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -253064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -253065.140625 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -253065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253067.484375 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -253067.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253073.234375 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -253073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -253081.734375 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -253081.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -253084.906250 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -253084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253087.656250 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -253087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -253090.359375 Penalty: 3687.098633
	Iteration 23Q: 3 clusters Score -253090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -253091.671875 Penalty: 3687.098633
	Iteration 24Q: 3 clusters Score -253091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -253092.984375 Penalty: 3687.098633
	Iteration 25Q: 3 clusters Score -253093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -253095.890625 Penalty: 3687.098633
	Iteration 26Q: 3 clusters Score -253095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253097.687500 Penalty: 3687.098633
	Iteration 27Q: 3 clusters Score -253097.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253098.328125 Penalty: 3687.098633
	Iteration 28Q: 3 clusters Score -253098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253099.328125 Penalty: 3687.098633
	Iteration 29Q: 3 clusters Score -253099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -253099.546875 Penalty: 3687.098633
	Iteration 30Q: 3 clusters Score -253099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -253102.359375 Penalty: 3687.098633
	Iteration 31Q: 3 clusters Score -253102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -253105.203125 Penalty: 3687.098633
	Iteration 32Q: 3 clusters Score -253105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -253108.140625 Penalty: 3687.098633
	Iteration 33Q: 3 clusters Score -253108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -253108.734375 Penalty: 3687.098633
	Iteration 34Q: 3 clusters Score -253108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -253111.609375 Penalty: 3687.098633
	Iteration 35Q: 3 clusters Score -253111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -253114.312500 Penalty: 3687.098633
	Iteration 36Q: 3 clusters Score -253114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -253117.234375 Penalty: 3687.098633
	Iteration 37Q: 3 clusters Score -253117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -253121.421875 Penalty: 3687.098633
	Iteration 38Q: 3 clusters Score -253121.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -253123.953125 Penalty: 3687.098633
	Iteration 39Q: 3 clusters Score -253124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -253125.390625 Penalty: 3687.098633
	Iteration 40F: 3 clusters Score -253125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -253130.421875 Penalty: 3687.098633
	Iteration 41Q: 3 clusters Score -253130.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -253135.671875 Penalty: 3687.098633
	Iteration 42Q: 3 clusters Score -253135.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -253141.828125 Penalty: 3687.098633
	Iteration 43Q: 3 clusters Score -253141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -253143.328125 Penalty: 3687.098633
	Iteration 44Q: 3 clusters Score -253143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -253143.328125 Penalty: 3687.098633
	Iteration 45F: 3 clusters Score -253143.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Entering Unmasked Estep 
Score: -981415.687500 Penalty: 2166.210938
	Iteration 0F: 2 clusters Score -981415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -976193.250000 Penalty: 4332.421875
	Iteration 0F: 3 clusters Score -976193.2 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -977583.937500 Penalty: 4332.421875
	Iteration 1F: 3 clusters Score -977583.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -977881.062500 Penalty: 4332.421875
	Iteration 2F: 3 clusters Score -977881.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -978074.625000 Penalty: 4332.421875
	Iteration 3F: 3 clusters Score -978074.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -978216.062500 Penalty: 4332.421875
	Iteration 4Q: 3 clusters Score -978216.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -978343.437500 Penalty: 4332.421875
	Iteration 5Q: 3 clusters Score -978343.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -978455.750000 Penalty: 4332.421875
	Iteration 6Q: 3 clusters Score -978455.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -978568.812500 Penalty: 4332.421875
	Iteration 7Q: 3 clusters Score -978568.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -978695.312500 Penalty: 4332.421875
	Iteration 8Q: 3 clusters Score -978695.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -978804.687500 Penalty: 4332.421875
	Iteration 9Q: 3 clusters Score -978804.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -978895.875000 Penalty: 4332.421875
	Iteration 10Q: 3 clusters Score -978895.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -978984.812500 Penalty: 4332.421875
	Iteration 11Q: 3 clusters Score -978984.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -979071.000000 Penalty: 4332.421875
	Iteration 12Q: 3 clusters Score -979071 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -979149.562500 Penalty: 4332.421875
	Iteration 13Q: 3 clusters Score -979149.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -979234.500000 Penalty: 4332.421875
	Iteration 14Q: 3 clusters Score -979234.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -979308.750000 Penalty: 4332.421875
	Iteration 15Q: 3 clusters Score -979308.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -979371.437500 Penalty: 4332.421875
	Iteration 16Q: 3 clusters Score -979371.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -979441.250000 Penalty: 4332.421875
	Iteration 17Q: 3 clusters Score -979441.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -979509.375000 Penalty: 4332.421875
	Iteration 18Q: 3 clusters Score -979509.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -979558.062500 Penalty: 4332.421875
	Iteration 19Q: 3 clusters Score -979558.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -979596.250000 Penalty: 4332.421875
	Iteration 20F: 3 clusters Score -979596.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -979635.062500 Penalty: 4332.421875
	Iteration 21Q: 3 clusters Score -979635.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -979665.937500 Penalty: 4332.421875
	Iteration 22Q: 3 clusters Score -979665.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -979688.250000 Penalty: 4332.421875
	Iteration 23Q: 3 clusters Score -979688.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -979707.562500 Penalty: 4332.421875
	Iteration 24Q: 3 clusters Score -979707.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -979732.000000 Penalty: 4332.421875
	Iteration 25Q: 3 clusters Score -979732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -979750.562500 Penalty: 4332.421875
	Iteration 26Q: 3 clusters Score -979750.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -979765.625000 Penalty: 4332.421875
	Iteration 27Q: 3 clusters Score -979765.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -979781.562500 Penalty: 4332.421875
	Iteration 28Q: 3 clusters Score -979781.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -979792.250000 Penalty: 4332.421875
	Iteration 29Q: 3 clusters Score -979792.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -979802.875000 Penalty: 4332.421875
	Iteration 30Q: 3 clusters Score -979802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -979813.437500 Penalty: 4332.421875
	Iteration 31Q: 3 clusters Score -979813.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -979824.812500 Penalty: 4332.421875
	Iteration 32Q: 3 clusters Score -979824.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -979830.250000 Penalty: 4332.421875
	Iteration 33Q: 3 clusters Score -979830.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -979835.875000 Penalty: 4332.421875
	Iteration 34Q: 3 clusters Score -979835.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -979842.750000 Penalty: 4332.421875
	Iteration 35Q: 3 clusters Score -979842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -979844.812500 Penalty: 4332.421875
	Iteration 36Q: 3 clusters Score -979844.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -979849.125000 Penalty: 4332.421875
	Iteration 37Q: 3 clusters Score -979849.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -979852.375000 Penalty: 4332.421875
	Iteration 38Q: 3 clusters Score -979852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -979854.937500 Penalty: 4332.421875
	Iteration 39Q: 3 clusters Score -979854.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -979854.937500 Penalty: 4332.421875
	Iteration 40F: 3 clusters Score -979854.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Entering Unmasked Estep 
Score: -1209567.875000 Penalty: 2221.941162
	Iteration 0F: 2 clusters Score -1209568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1203353.125000 Penalty: 4443.882324
	Iteration 0F: 3 clusters Score -1203353 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1205023.000000 Penalty: 4443.882324
	Iteration 1F: 3 clusters Score -1205023 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1205279.625000 Penalty: 4443.882324
	Iteration 2F: 3 clusters Score -1205280 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1205444.875000 Penalty: 4443.882324
	Iteration 3Q: 3 clusters Score -1205445 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1205567.625000 Penalty: 4443.882324
	Iteration 4Q: 3 clusters Score -1205568 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1205650.125000 Penalty: 4443.882324
	Iteration 5Q: 3 clusters Score -1205650 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1205709.125000 Penalty: 4443.882324
	Iteration 6Q: 3 clusters Score -1205709 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1205790.375000 Penalty: 4443.882324
	Iteration 7Q: 3 clusters Score -1205790 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1205867.375000 Penalty: 4443.882324
	Iteration 8Q: 3 clusters Score -1205867 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1205968.500000 Penalty: 4443.882324
	Iteration 9Q: 3 clusters Score -1205968 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1206076.500000 Penalty: 4443.882324
	Iteration 10Q: 3 clusters Score -1206076 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1206203.625000 Penalty: 4443.882324
	Iteration 11Q: 3 clusters Score -1206204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1206334.000000 Penalty: 4443.882324
	Iteration 12Q: 3 clusters Score -1206334 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1206502.375000 Penalty: 4443.882324
	Iteration 13Q: 3 clusters Score -1206502 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1206677.000000 Penalty: 4443.882324
	Iteration 14Q: 3 clusters Score -1206677 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1206833.250000 Penalty: 4443.882324
	Iteration 15Q: 3 clusters Score -1206833 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1206970.375000 Penalty: 4443.882324
	Iteration 16Q: 3 clusters Score -1206970 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1207092.500000 Penalty: 4443.882324
	Iteration 17Q: 3 clusters Score -1207092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1207189.250000 Penalty: 4443.882324
	Iteration 18Q: 3 clusters Score -1207189 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1207277.625000 Penalty: 4443.882324
	Iteration 19Q: 3 clusters Score -1207278 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1207372.250000 Penalty: 4443.882324
	Iteration 20F: 3 clusters Score -1207372 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1207453.750000 Penalty: 4443.882324
	Iteration 21Q: 3 clusters Score -1207454 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1207520.750000 Penalty: 4443.882324
	Iteration 22Q: 3 clusters Score -1207521 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1207583.875000 Penalty: 4443.882324
	Iteration 23Q: 3 clusters Score -1207584 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1207640.625000 Penalty: 4443.882324
	Iteration 24Q: 3 clusters Score -1207641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1207685.375000 Penalty: 4443.882324
	Iteration 25Q: 3 clusters Score -1207685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1207739.000000 Penalty: 4443.882324
	Iteration 26Q: 3 clusters Score -1207739 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1207779.500000 Penalty: 4443.882324
	Iteration 27Q: 3 clusters Score -1207780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1207831.375000 Penalty: 4443.882324
	Iteration 28Q: 3 clusters Score -1207831 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1207875.625000 Penalty: 4443.882324
	Iteration 29Q: 3 clusters Score -1207876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1207915.000000 Penalty: 4443.882324
	Iteration 30Q: 3 clusters Score -1207915 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1207950.750000 Penalty: 4443.882324
	Iteration 31Q: 3 clusters Score -1207951 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1207986.000000 Penalty: 4443.882324
	Iteration 32Q: 3 clusters Score -1207986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1208013.000000 Penalty: 4443.882324
	Iteration 33Q: 3 clusters Score -1208013 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1208042.750000 Penalty: 4443.882324
	Iteration 34Q: 3 clusters Score -1208043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1208070.250000 Penalty: 4443.882324
	Iteration 35Q: 3 clusters Score -1208070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1208098.750000 Penalty: 4443.882324
	Iteration 36Q: 3 clusters Score -1208099 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1208122.125000 Penalty: 4443.882324
	Iteration 37Q: 3 clusters Score -1208122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1208139.500000 Penalty: 4443.882324
	Iteration 38Q: 3 clusters Score -1208140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1208152.000000 Penalty: 4443.882324
	Iteration 39Q: 3 clusters Score -1208152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1208162.625000 Penalty: 4443.882324
	Iteration 40F: 3 clusters Score -1208163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1208173.750000 Penalty: 4443.882324
	Iteration 41Q: 3 clusters Score -1208174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1208180.375000 Penalty: 4443.882324
	Iteration 42Q: 3 clusters Score -1208180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1208186.875000 Penalty: 4443.882324
	Iteration 43Q: 3 clusters Score -1208187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1208194.625000 Penalty: 4443.882324
	Iteration 44Q: 3 clusters Score -1208195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1208201.875000 Penalty: 4443.882324
	Iteration 45Q: 3 clusters Score -1208202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1208206.875000 Penalty: 4443.882324
	Iteration 46Q: 3 clusters Score -1208207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1208213.375000 Penalty: 4443.882324
	Iteration 47Q: 3 clusters Score -1208213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1208219.875000 Penalty: 4443.882324
	Iteration 48Q: 3 clusters Score -1208220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1208224.750000 Penalty: 4443.882324
	Iteration 49Q: 3 clusters Score -1208225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1208231.125000 Penalty: 4443.882324
	Iteration 50Q: 3 clusters Score -1208231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1208234.250000 Penalty: 4443.882324
	Iteration 51Q: 3 clusters Score -1208234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1208240.250000 Penalty: 4443.882324
	Iteration 52Q: 3 clusters Score -1208240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1208239.000000 Penalty: 4443.882324
	Iteration 53Q: 3 clusters Score -1208239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1208243.125000 Penalty: 4443.882324
	Iteration 54Q: 3 clusters Score -1208243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1208247.000000 Penalty: 4443.882324
	Iteration 55Q: 3 clusters Score -1208247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1208249.250000 Penalty: 4443.882324
	Iteration 56Q: 3 clusters Score -1208249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1208251.125000 Penalty: 4443.882324
	Iteration 57Q: 3 clusters Score -1208251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1208250.875000 Penalty: 4443.882324
	Iteration 58Q: 3 clusters Score -1208251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1208251.500000 Penalty: 4443.882324
	Iteration 59Q: 3 clusters Score -1208252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1208254.750000 Penalty: 4443.882324
	Iteration 60F: 3 clusters Score -1208255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1208254.250000 Penalty: 4443.882324
	Iteration 61Q: 3 clusters Score -1208254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1208254.375000 Penalty: 4443.882324
	Iteration 62Q: 3 clusters Score -1208254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1208254.750000 Penalty: 4443.882324
	Iteration 63Q: 3 clusters Score -1208255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1208252.750000 Penalty: 4443.882324
	Iteration 64Q: 3 clusters Score -1208253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1208253.875000 Penalty: 4443.882324
	Iteration 65Q: 3 clusters Score -1208254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1208256.375000 Penalty: 4443.882324
	Iteration 66Q: 3 clusters Score -1208256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1208257.375000 Penalty: 4443.882324
	Iteration 67Q: 3 clusters Score -1208257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1208256.000000 Penalty: 4443.882324
	Iteration 68Q: 3 clusters Score -1208256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1208259.625000 Penalty: 4443.882324
	Iteration 69Q: 3 clusters Score -1208260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1208262.625000 Penalty: 4443.882324
	Iteration 70Q: 3 clusters Score -1208263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1208262.000000 Penalty: 4443.882324
	Iteration 71Q: 3 clusters Score -1208262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1208265.375000 Penalty: 4443.882324
	Iteration 72Q: 3 clusters Score -1208265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1208265.625000 Penalty: 4443.882324
	Iteration 73Q: 3 clusters Score -1208266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1208269.250000 Penalty: 4443.882324
	Iteration 74Q: 3 clusters Score -1208269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1208271.625000 Penalty: 4443.882324
	Iteration 75Q: 3 clusters Score -1208272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1208275.500000 Penalty: 4443.882324
	Iteration 76Q: 3 clusters Score -1208276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1208280.625000 Penalty: 4443.882324
	Iteration 77Q: 3 clusters Score -1208281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1208289.000000 Penalty: 4443.882324
	Iteration 78Q: 3 clusters Score -1208289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1208295.375000 Penalty: 4443.882324
	Iteration 79Q: 3 clusters Score -1208295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1208300.625000 Penalty: 4443.882324
	Iteration 80F: 3 clusters Score -1208301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1208302.500000 Penalty: 4443.882324
	Iteration 81Q: 3 clusters Score -1208302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1208306.000000 Penalty: 4443.882324
	Iteration 82Q: 3 clusters Score -1208306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1208306.250000 Penalty: 4443.882324
	Iteration 83Q: 3 clusters Score -1208306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1208309.750000 Penalty: 4443.882324
	Iteration 84Q: 3 clusters Score -1208310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1208315.125000 Penalty: 4443.882324
	Iteration 85Q: 3 clusters Score -1208315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1208315.875000 Penalty: 4443.882324
	Iteration 86Q: 3 clusters Score -1208316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1208319.250000 Penalty: 4443.882324
	Iteration 87Q: 3 clusters Score -1208319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1208322.250000 Penalty: 4443.882324
	Iteration 88Q: 3 clusters Score -1208322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1208321.750000 Penalty: 4443.882324
	Iteration 89Q: 3 clusters Score -1208322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1208326.500000 Penalty: 4443.882324
	Iteration 90Q: 3 clusters Score -1208326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1208328.000000 Penalty: 4443.882324
	Iteration 91Q: 3 clusters Score -1208328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1208327.500000 Penalty: 4443.882324
	Iteration 92Q: 3 clusters Score -1208328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1208330.875000 Penalty: 4443.882324
	Iteration 93Q: 3 clusters Score -1208331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1208329.750000 Penalty: 4443.882324
	Iteration 94Q: 3 clusters Score -1208330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1208332.625000 Penalty: 4443.882324
	Iteration 95Q: 3 clusters Score -1208333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1208332.000000 Penalty: 4443.882324
	Iteration 96Q: 3 clusters Score -1208332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1208331.625000 Penalty: 4443.882324
	Iteration 97Q: 3 clusters Score -1208332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1208331.625000 Penalty: 4443.882324
	Iteration 98F: 3 clusters Score -1208332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68173.984375 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68173.98 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68461.742188 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68461.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68567.781250 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68567.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -68708.164062 Penalty: 3189.140869
	Iteration 3F: 3 clusters Score -68708.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68801.546875 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68801.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68878.429688 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68878.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68915.937500 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68915.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -68964.054688 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -68964.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68996.414062 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -68996.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69017.312500 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -69017.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -69050.437500 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -69050.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69068.914062 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -69068.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69080.687500 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -69080.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69086.632812 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -69086.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -69091.937500 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -69091.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69093.562500 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -69093.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69093.562500 Penalty: 3189.140869
	Iteration 16F: 3 clusters Score -69093.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -378766.437500 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -378766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -375885.187500 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -375885.2 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -376413.031250 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -376413 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -376550.343750 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -376550.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -376636.875000 Penalty: 3862.541504
	Iteration 3Q: 3 clusters Score -376636.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -376712.593750 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -376712.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -376765.968750 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -376766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -376817.437500 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -376817.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -376867.906250 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -376867.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -376919.093750 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -376919.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -376958.750000 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -376958.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -376990.031250 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -376990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -377020.031250 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -377020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -377042.406250 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -377042.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -377057.937500 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -377057.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -377072.812500 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -377072.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -377091.031250 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -377091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -377110.718750 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -377110.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -377123.593750 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -377123.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -377133.718750 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -377133.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -377141.656250 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -377141.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -377154.125000 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -377154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -377165.187500 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -377165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -377171.687500 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -377171.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -377178.000000 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -377178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -377184.156250 Penalty: 3862.541504
	Iteration 24Q: 3 clusters Score -377184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -377189.437500 Penalty: 3862.541504
	Iteration 25Q: 3 clusters Score -377189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -377191.812500 Penalty: 3862.541504
	Iteration 26Q: 3 clusters Score -377191.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -377197.562500 Penalty: 3862.541504
	Iteration 27Q: 3 clusters Score -377197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -377199.500000 Penalty: 3862.541504
	Iteration 28Q: 3 clusters Score -377199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -377203.781250 Penalty: 3862.541504
	Iteration 29Q: 3 clusters Score -377203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -377205.812500 Penalty: 3862.541504
	Iteration 30Q: 3 clusters Score -377205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -377205.812500 Penalty: 3862.541504
	Iteration 31F: 3 clusters Score -377205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -119958.421875 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -119958.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120271.750000 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120271.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120396.343750 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120396.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120504.414062 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -120504.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120581.195312 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120581.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120639.218750 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -120639.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120690.765625 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -120690.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120723.000000 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -120723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120756.750000 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -120756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -120797.320312 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -120797.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -120852.929688 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -120852.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120956.546875 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -120956.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121083.382812 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -121083.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121220.101562 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -121220.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121306.367188 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -121306.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121329.000000 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -121329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121338.046875 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -121338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121338.914062 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -121338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121341.218750 Penalty: 3365.651611
	Iteration 18Q: 3 clusters Score -121341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121342.007812 Penalty: 3365.651611
	Iteration 19Q: 3 clusters Score -121342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -121342.703125 Penalty: 3365.651611
	Iteration 20F: 3 clusters Score -121342.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -121344.257812 Penalty: 3365.651611
	Iteration 21Q: 3 clusters Score -121344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121346.093750 Penalty: 3365.651611
	Iteration 22Q: 3 clusters Score -121346.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121348.234375 Penalty: 3365.651611
	Iteration 23Q: 3 clusters Score -121348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121348.929688 Penalty: 3365.651611
	Iteration 24Q: 3 clusters Score -121348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121348.929688 Penalty: 3365.651611
	Iteration 25F: 3 clusters Score -121348.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -228555.859375 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228555.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -228899.406250 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228899.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -229025.218750 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229025.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -229094.031250 Penalty: 3658.437500
	Iteration 3Q: 3 clusters Score -229094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229140.796875 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229140.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -229177.437500 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229177.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -229212.406250 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229212.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -229241.078125 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229241.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229263.265625 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229263.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229285.515625 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229285.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -229313.171875 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229313.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -229343.093750 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229343.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229375.078125 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229375.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229420.390625 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229420.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -229484.531250 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229484.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229558.187500 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229558.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -229635.765625 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229635.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -229686.718750 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229686.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -229730.031250 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -229762.578125 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229762.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229787.750000 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229787.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229808.375000 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -229808.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -229823.140625 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -229823.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229831.671875 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -229831.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229837.390625 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -229837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229841.828125 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -229841.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -229846.781250 Penalty: 3658.437500
	Iteration 26Q: 3 clusters Score -229846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -229851.906250 Penalty: 3658.437500
	Iteration 27Q: 3 clusters Score -229851.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -229855.718750 Penalty: 3658.437500
	Iteration 28Q: 3 clusters Score -229855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -229859.171875 Penalty: 3658.437500
	Iteration 29Q: 3 clusters Score -229859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -229862.734375 Penalty: 3658.437500
	Iteration 30Q: 3 clusters Score -229862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229870.453125 Penalty: 3658.437500
	Iteration 31Q: 3 clusters Score -229870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -229873.906250 Penalty: 3658.437500
	Iteration 32Q: 3 clusters Score -229873.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -229878.781250 Penalty: 3658.437500
	Iteration 33Q: 3 clusters Score -229878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -229886.437500 Penalty: 3658.437500
	Iteration 34Q: 3 clusters Score -229886.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -229889.375000 Penalty: 3658.437500
	Iteration 35Q: 3 clusters Score -229889.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -229896.171875 Penalty: 3658.437500
	Iteration 36Q: 3 clusters Score -229896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229901.203125 Penalty: 3658.437500
	Iteration 37Q: 3 clusters Score -229901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -229906.484375 Penalty: 3658.437500
	Iteration 38Q: 3 clusters Score -229906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -229907.703125 Penalty: 3658.437500
	Iteration 39Q: 3 clusters Score -229907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -229908.890625 Penalty: 3658.437500
	Iteration 40F: 3 clusters Score -229908.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109528 members 
Entering Unmasked Estep 
Score: -17261226.000000 Penalty: 2877.775879
	Iteration 0F: 2 clusters Score -1.726123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -17190230.000000 Penalty: 5755.551758
	Iteration 0F: 3 clusters Score -1.719023e+07 nChanged 51904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -17221174.000000 Penalty: 5755.551758
	Iteration 1F: 3 clusters Score -1.722117e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -17223008.000000 Penalty: 5755.551758
	Iteration 2Q: 3 clusters Score -1.722301e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -17225306.000000 Penalty: 5755.551758
	Iteration 3F: 3 clusters Score -1.722531e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -17229072.000000 Penalty: 5755.551758
	Iteration 4F: 3 clusters Score -1.722907e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -17234600.000000 Penalty: 5755.551758
	Iteration 5F: 3 clusters Score -1.72346e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81608 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -17241142.000000 Penalty: 5755.551758
	Iteration 6F: 3 clusters Score -1.724114e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -17247998.000000 Penalty: 5755.551758
	Iteration 7F: 3 clusters Score -1.7248e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -17253136.000000 Penalty: 5755.551758
	Iteration 8Q: 3 clusters Score -1.725314e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -17255620.000000 Penalty: 5755.551758
	Iteration 9Q: 3 clusters Score -1.725562e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93329 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -17256608.000000 Penalty: 5755.551758
	Iteration 10Q: 3 clusters Score -1.725661e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94312 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -17257236.000000 Penalty: 5755.551758
	Iteration 11Q: 3 clusters Score -1.725724e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -17257744.000000 Penalty: 5755.551758
	Iteration 12Q: 3 clusters Score -1.725774e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -17258198.000000 Penalty: 5755.551758
	Iteration 13Q: 3 clusters Score -1.72582e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -17258580.000000 Penalty: 5755.551758
	Iteration 14Q: 3 clusters Score -1.725858e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97793 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -17258776.000000 Penalty: 5755.551758
	Iteration 15Q: 3 clusters Score -1.725878e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -17258958.000000 Penalty: 5755.551758
	Iteration 16Q: 3 clusters Score -1.725896e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -17259222.000000 Penalty: 5755.551758
	Iteration 17Q: 3 clusters Score -1.725922e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -17259360.000000 Penalty: 5755.551758
	Iteration 18Q: 3 clusters Score -1.725936e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -17259406.000000 Penalty: 5755.551758
	Iteration 19Q: 3 clusters Score -1.725941e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102305 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -17259592.000000 Penalty: 5755.551758
	Iteration 20F: 3 clusters Score -1.725959e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -17259642.000000 Penalty: 5755.551758
	Iteration 21Q: 3 clusters Score -1.725964e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -17259614.000000 Penalty: 5755.551758
	Iteration 22Q: 3 clusters Score -1.725961e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -17259616.000000 Penalty: 5755.551758
	Iteration 23Q: 3 clusters Score -1.725962e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105854 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -17259584.000000 Penalty: 5755.551758
	Iteration 24Q: 3 clusters Score -1.725958e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -17259554.000000 Penalty: 5755.551758
	Iteration 25Q: 3 clusters Score -1.725955e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -17259536.000000 Penalty: 5755.551758
	Iteration 26Q: 3 clusters Score -1.725954e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -17259560.000000 Penalty: 5755.551758
	Iteration 27Q: 3 clusters Score -1.725956e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -17259530.000000 Penalty: 5755.551758
	Iteration 28Q: 3 clusters Score -1.725953e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -17259582.000000 Penalty: 5755.551758
	Iteration 29Q: 3 clusters Score -1.725958e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -17259570.000000 Penalty: 5755.551758
	Iteration 30Q: 3 clusters Score -1.725957e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17259598.000000 Penalty: 5755.551758
	Iteration 31Q: 3 clusters Score -1.72596e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108352 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -17259590.000000 Penalty: 5755.551758
	Iteration 32Q: 3 clusters Score -1.725959e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108425 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -17259556.000000 Penalty: 5755.551758
	Iteration 33Q: 3 clusters Score -1.725956e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -17259544.000000 Penalty: 5755.551758
	Iteration 34Q: 3 clusters Score -1.725954e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -17259526.000000 Penalty: 5755.551758
	Iteration 35Q: 3 clusters Score -1.725953e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108596 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -17259512.000000 Penalty: 5755.551758
	Iteration 36Q: 3 clusters Score -1.725951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108631 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -17259534.000000 Penalty: 5755.551758
	Iteration 37Q: 3 clusters Score -1.725953e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -17259540.000000 Penalty: 5755.551758
	Iteration 38Q: 3 clusters Score -1.725954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -17259536.000000 Penalty: 5755.551758
	Iteration 39Q: 3 clusters Score -1.725954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -17259544.000000 Penalty: 5755.551758
	Iteration 40F: 3 clusters Score -1.725954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108729 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -17259538.000000 Penalty: 5755.551758
	Iteration 41Q: 3 clusters Score -1.725954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108749 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17259542.000000 Penalty: 5755.551758
	Iteration 42Q: 3 clusters Score -1.725954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108765 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -17259520.000000 Penalty: 5755.551758
	Iteration 43Q: 3 clusters Score -1.725952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -17259534.000000 Penalty: 5755.551758
	Iteration 44Q: 3 clusters Score -1.725953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108791 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -17259522.000000 Penalty: 5755.551758
	Iteration 45Q: 3 clusters Score -1.725952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -17259518.000000 Penalty: 5755.551758
	Iteration 46Q: 3 clusters Score -1.725952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -17259534.000000 Penalty: 5755.551758
	Iteration 47Q: 3 clusters Score -1.725953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17259536.000000 Penalty: 5755.551758
	Iteration 48Q: 3 clusters Score -1.725954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17259536.000000 Penalty: 5755.551758
	Iteration 49Q: 3 clusters Score -1.725954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -17259530.000000 Penalty: 5755.551758
	Iteration 50Q: 3 clusters Score -1.725953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -17259530.000000 Penalty: 5755.551758
	Iteration 51F: 3 clusters Score -1.725953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -436876.968750 Penalty: 1980.315796
	Iteration 0F: 2 clusters Score -436877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -433638.187500 Penalty: 3960.631592
	Iteration 0F: 3 clusters Score -433638.2 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -434262.875000 Penalty: 3960.631592
	Iteration 1F: 3 clusters Score -434262.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -434419.062500 Penalty: 3960.631592
	Iteration 2F: 3 clusters Score -434419.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -434497.500000 Penalty: 3960.631592
	Iteration 3Q: 3 clusters Score -434497.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -434557.093750 Penalty: 3960.631592
	Iteration 4Q: 3 clusters Score -434557.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -434599.937500 Penalty: 3960.631592
	Iteration 5Q: 3 clusters Score -434599.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -434640.406250 Penalty: 3960.631592
	Iteration 6Q: 3 clusters Score -434640.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -434672.593750 Penalty: 3960.631592
	Iteration 7Q: 3 clusters Score -434672.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -434702.156250 Penalty: 3960.631592
	Iteration 8Q: 3 clusters Score -434702.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -434726.281250 Penalty: 3960.631592
	Iteration 9Q: 3 clusters Score -434726.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -434747.843750 Penalty: 3960.631592
	Iteration 10Q: 3 clusters Score -434747.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -434764.000000 Penalty: 3960.631592
	Iteration 11Q: 3 clusters Score -434764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -434775.156250 Penalty: 3960.631592
	Iteration 12Q: 3 clusters Score -434775.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -434792.375000 Penalty: 3960.631592
	Iteration 13Q: 3 clusters Score -434792.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -434804.843750 Penalty: 3960.631592
	Iteration 14Q: 3 clusters Score -434804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -434812.937500 Penalty: 3960.631592
	Iteration 15Q: 3 clusters Score -434812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -434817.375000 Penalty: 3960.631592
	Iteration 16Q: 3 clusters Score -434817.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -434820.593750 Penalty: 3960.631592
	Iteration 17Q: 3 clusters Score -434820.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -434825.156250 Penalty: 3960.631592
	Iteration 18Q: 3 clusters Score -434825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -434830.843750 Penalty: 3960.631592
	Iteration 19Q: 3 clusters Score -434830.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -434832.812500 Penalty: 3960.631592
	Iteration 20F: 3 clusters Score -434832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -434835.687500 Penalty: 3960.631592
	Iteration 21Q: 3 clusters Score -434835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -434836.906250 Penalty: 3960.631592
	Iteration 22Q: 3 clusters Score -434836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -434837.187500 Penalty: 3960.631592
	Iteration 23Q: 3 clusters Score -434837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -434837.562500 Penalty: 3960.631592
	Iteration 24Q: 3 clusters Score -434837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -434837.562500 Penalty: 3960.631592
	Iteration 25F: 3 clusters Score -434837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (99223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Entering Unmasked Estep 
Score: -15665086.000000 Penalty: 2853.270996
	Iteration 0F: 2 clusters Score -1.566509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -15599914.000000 Penalty: 5706.541992
	Iteration 0F: 3 clusters Score -1.559991e+07 nChanged 46821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -15626580.000000 Penalty: 5706.541992
	Iteration 1F: 3 clusters Score -1.562658e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -15627582.000000 Penalty: 5706.541992
	Iteration 2Q: 3 clusters Score -1.562758e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -15628672.000000 Penalty: 5706.541992
	Iteration 3Q: 3 clusters Score -1.562867e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -15630208.000000 Penalty: 5706.541992
	Iteration 4Q: 3 clusters Score -1.563021e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -15632136.000000 Penalty: 5706.541992
	Iteration 5Q: 3 clusters Score -1.563214e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -15634445.000000 Penalty: 5706.541992
	Iteration 6F: 3 clusters Score -1.563444e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -15637838.000000 Penalty: 5706.541992
	Iteration 7F: 3 clusters Score -1.563784e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -15642189.000000 Penalty: 5706.541992
	Iteration 8F: 3 clusters Score -1.564219e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -15646594.000000 Penalty: 5706.541992
	Iteration 9F: 3 clusters Score -1.564659e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -15649528.000000 Penalty: 5706.541992
	Iteration 10F: 3 clusters Score -1.564953e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -15650912.000000 Penalty: 5706.541992
	Iteration 11Q: 3 clusters Score -1.565091e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -15651539.000000 Penalty: 5706.541992
	Iteration 12Q: 3 clusters Score -1.565154e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -15651989.000000 Penalty: 5706.541992
	Iteration 13Q: 3 clusters Score -1.565199e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -15652365.000000 Penalty: 5706.541992
	Iteration 14Q: 3 clusters Score -1.565236e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -15652697.000000 Penalty: 5706.541992
	Iteration 15Q: 3 clusters Score -1.56527e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68396 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -15653168.000000 Penalty: 5706.541992
	Iteration 16Q: 3 clusters Score -1.565317e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -15653560.000000 Penalty: 5706.541992
	Iteration 17Q: 3 clusters Score -1.565356e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -15654042.000000 Penalty: 5706.541992
	Iteration 18Q: 3 clusters Score -1.565404e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -15654674.000000 Penalty: 5706.541992
	Iteration 19Q: 3 clusters Score -1.565467e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -15655208.000000 Penalty: 5706.541992
	Iteration 20F: 3 clusters Score -1.565521e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -15655809.000000 Penalty: 5706.541992
	Iteration 21Q: 3 clusters Score -1.565581e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -15656442.000000 Penalty: 5706.541992
	Iteration 22Q: 3 clusters Score -1.565644e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -15657067.000000 Penalty: 5706.541992
	Iteration 23Q: 3 clusters Score -1.565707e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -15657773.000000 Penalty: 5706.541992
	Iteration 24Q: 3 clusters Score -1.565777e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -15658379.000000 Penalty: 5706.541992
	Iteration 25Q: 3 clusters Score -1.565838e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -15659018.000000 Penalty: 5706.541992
	Iteration 26Q: 3 clusters Score -1.565902e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86297 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -15659778.000000 Penalty: 5706.541992
	Iteration 27Q: 3 clusters Score -1.565978e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -15660389.000000 Penalty: 5706.541992
	Iteration 28Q: 3 clusters Score -1.566039e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89151 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -15660968.000000 Penalty: 5706.541992
	Iteration 29Q: 3 clusters Score -1.566097e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -15661470.000000 Penalty: 5706.541992
	Iteration 30Q: 3 clusters Score -1.566147e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -15661832.000000 Penalty: 5706.541992
	Iteration 31Q: 3 clusters Score -1.566183e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -15662142.000000 Penalty: 5706.541992
	Iteration 32Q: 3 clusters Score -1.566214e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -15662333.000000 Penalty: 5706.541992
	Iteration 33Q: 3 clusters Score -1.566233e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -15662517.000000 Penalty: 5706.541992
	Iteration 34Q: 3 clusters Score -1.566252e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94231 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -15662697.000000 Penalty: 5706.541992
	Iteration 35Q: 3 clusters Score -1.56627e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -15662821.000000 Penalty: 5706.541992
	Iteration 36Q: 3 clusters Score -1.566282e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95108 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -15662919.000000 Penalty: 5706.541992
	Iteration 37Q: 3 clusters Score -1.566292e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -15662994.000000 Penalty: 5706.541992
	Iteration 38Q: 3 clusters Score -1.566299e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95655 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -15663021.000000 Penalty: 5706.541992
	Iteration 39Q: 3 clusters Score -1.566302e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -15663062.000000 Penalty: 5706.541992
	Iteration 40F: 3 clusters Score -1.566306e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96096 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -15663106.000000 Penalty: 5706.541992
	Iteration 41Q: 3 clusters Score -1.566311e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -15663157.000000 Penalty: 5706.541992
	Iteration 42Q: 3 clusters Score -1.566316e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96455 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -15663173.000000 Penalty: 5706.541992
	Iteration 43Q: 3 clusters Score -1.566317e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -15663203.000000 Penalty: 5706.541992
	Iteration 44Q: 3 clusters Score -1.56632e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -15663211.000000 Penalty: 5706.541992
	Iteration 45Q: 3 clusters Score -1.566321e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -15663192.000000 Penalty: 5706.541992
	Iteration 46Q: 3 clusters Score -1.566319e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -15663203.000000 Penalty: 5706.541992
	Iteration 47Q: 3 clusters Score -1.56632e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -15663179.000000 Penalty: 5706.541992
	Iteration 48Q: 3 clusters Score -1.566318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15663170.000000 Penalty: 5706.541992
	Iteration 49Q: 3 clusters Score -1.566317e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97151 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -15663170.000000 Penalty: 5706.541992
	Iteration 50Q: 3 clusters Score -1.566317e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -15663190.000000 Penalty: 5706.541992
	Iteration 51Q: 3 clusters Score -1.566319e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -15663202.000000 Penalty: 5706.541992
	Iteration 52Q: 3 clusters Score -1.56632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -15663228.000000 Penalty: 5706.541992
	Iteration 53Q: 3 clusters Score -1.566323e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -15663228.000000 Penalty: 5706.541992
	Iteration 54Q: 3 clusters Score -1.566323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -15663239.000000 Penalty: 5706.541992
	Iteration 55Q: 3 clusters Score -1.566324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97420 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -15663279.000000 Penalty: 5706.541992
	Iteration 56Q: 3 clusters Score -1.566328e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -15663265.000000 Penalty: 5706.541992
	Iteration 57Q: 3 clusters Score -1.566326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -15663250.000000 Penalty: 5706.541992
	Iteration 58Q: 3 clusters Score -1.566325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -15663253.000000 Penalty: 5706.541992
	Iteration 59Q: 3 clusters Score -1.566325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97524 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15663239.000000 Penalty: 5706.541992
	Iteration 60F: 3 clusters Score -1.566324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -15663222.000000 Penalty: 5706.541992
	Iteration 61Q: 3 clusters Score -1.566322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15663220.000000 Penalty: 5706.541992
	Iteration 62Q: 3 clusters Score -1.566322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -15663213.000000 Penalty: 5706.541992
	Iteration 63Q: 3 clusters Score -1.566321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97553 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -15663225.000000 Penalty: 5706.541992
	Iteration 64Q: 3 clusters Score -1.566322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -15663221.000000 Penalty: 5706.541992
	Iteration 65Q: 3 clusters Score -1.566322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15663224.000000 Penalty: 5706.541992
	Iteration 66Q: 3 clusters Score -1.566322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -15663224.000000 Penalty: 5706.541992
	Iteration 67F: 3 clusters Score -1.566322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73658.632812 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73658.63 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73853.218750 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73853.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73924.609375 Penalty: 3144.818115
	Iteration 2Q: 3 clusters Score -73924.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73961.007812 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -73961.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73975.781250 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -73975.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73990.148438 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -73990.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74003.046875 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -74003.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -74009.429688 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -74009.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74012.054688 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -74012.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74012.054688 Penalty: 3144.818115
	Iteration 9F: 3 clusters Score -74012.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Entering Unmasked Estep 
Score: -2419006.500000 Penalty: 2391.262695
	Iteration 0F: 2 clusters Score -2419006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2407764.250000 Penalty: 4782.525391
	Iteration 0F: 3 clusters Score -2407764 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2411303.250000 Penalty: 4782.525391
	Iteration 1F: 3 clusters Score -2411303 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2411649.750000 Penalty: 4782.525391
	Iteration 2F: 3 clusters Score -2411650 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2411923.750000 Penalty: 4782.525391
	Iteration 3Q: 3 clusters Score -2411924 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2412136.000000 Penalty: 4782.525391
	Iteration 4Q: 3 clusters Score -2412136 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2412335.250000 Penalty: 4782.525391
	Iteration 5Q: 3 clusters Score -2412335 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2412517.750000 Penalty: 4782.525391
	Iteration 6Q: 3 clusters Score -2412518 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2412705.750000 Penalty: 4782.525391
	Iteration 7Q: 3 clusters Score -2412706 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2412904.250000 Penalty: 4782.525391
	Iteration 8Q: 3 clusters Score -2412904 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2413100.000000 Penalty: 4782.525391
	Iteration 9Q: 3 clusters Score -2413100 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2413317.750000 Penalty: 4782.525391
	Iteration 10Q: 3 clusters Score -2413318 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2413518.250000 Penalty: 4782.525391
	Iteration 11Q: 3 clusters Score -2413518 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2413721.750000 Penalty: 4782.525391
	Iteration 12Q: 3 clusters Score -2413722 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2413943.250000 Penalty: 4782.525391
	Iteration 13Q: 3 clusters Score -2413943 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2414174.500000 Penalty: 4782.525391
	Iteration 14Q: 3 clusters Score -2414174 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2414432.250000 Penalty: 4782.525391
	Iteration 15Q: 3 clusters Score -2414432 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2414709.250000 Penalty: 4782.525391
	Iteration 16Q: 3 clusters Score -2414709 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2414999.500000 Penalty: 4782.525391
	Iteration 17Q: 3 clusters Score -2415000 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2415311.750000 Penalty: 4782.525391
	Iteration 18Q: 3 clusters Score -2415312 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2415574.500000 Penalty: 4782.525391
	Iteration 19Q: 3 clusters Score -2415574 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2415850.500000 Penalty: 4782.525391
	Iteration 20F: 3 clusters Score -2415850 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2416133.750000 Penalty: 4782.525391
	Iteration 21Q: 3 clusters Score -2416134 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2416332.000000 Penalty: 4782.525391
	Iteration 22Q: 3 clusters Score -2416332 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2416446.500000 Penalty: 4782.525391
	Iteration 23Q: 3 clusters Score -2416446 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2416565.000000 Penalty: 4782.525391
	Iteration 24Q: 3 clusters Score -2416565 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2416644.750000 Penalty: 4782.525391
	Iteration 25Q: 3 clusters Score -2416645 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2416707.500000 Penalty: 4782.525391
	Iteration 26Q: 3 clusters Score -2416708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2416756.000000 Penalty: 4782.525391
	Iteration 27Q: 3 clusters Score -2416756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2416784.750000 Penalty: 4782.525391
	Iteration 28Q: 3 clusters Score -2416785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2416812.750000 Penalty: 4782.525391
	Iteration 29Q: 3 clusters Score -2416813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2416826.500000 Penalty: 4782.525391
	Iteration 30Q: 3 clusters Score -2416826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2416842.000000 Penalty: 4782.525391
	Iteration 31Q: 3 clusters Score -2416842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2416858.750000 Penalty: 4782.525391
	Iteration 32Q: 3 clusters Score -2416859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2416882.500000 Penalty: 4782.525391
	Iteration 33Q: 3 clusters Score -2416882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2416903.500000 Penalty: 4782.525391
	Iteration 34Q: 3 clusters Score -2416904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2416915.500000 Penalty: 4782.525391
	Iteration 35Q: 3 clusters Score -2416916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2416925.250000 Penalty: 4782.525391
	Iteration 36Q: 3 clusters Score -2416925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2416926.500000 Penalty: 4782.525391
	Iteration 37Q: 3 clusters Score -2416926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2416930.500000 Penalty: 4782.525391
	Iteration 38Q: 3 clusters Score -2416930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2416930.500000 Penalty: 4782.525391
	Iteration 39F: 3 clusters Score -2416930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -429107.687500 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -429107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -425945.343750 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -425945.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -426599.125000 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -426599.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -426954.968750 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -426955 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -427343.375000 Penalty: 3952.629883
	Iteration 3F: 3 clusters Score -427343.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -427716.875000 Penalty: 3952.629883
	Iteration 4F: 3 clusters Score -427716.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -428015.281250 Penalty: 3952.629883
	Iteration 5F: 3 clusters Score -428015.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -428251.062500 Penalty: 3952.629883
	Iteration 6F: 3 clusters Score -428251.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -428458.687500 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -428458.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -428592.406250 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -428592.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -428670.656250 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -428670.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -428712.093750 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -428712.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -428736.031250 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -428736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -428747.406250 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -428747.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -428752.500000 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -428752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -428756.625000 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -428756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -428757.187500 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -428757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -428758.812500 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -428758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -428762.812500 Penalty: 3952.629883
	Iteration 17Q: 3 clusters Score -428762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -428765.031250 Penalty: 3952.629883
	Iteration 18Q: 3 clusters Score -428765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -428768.250000 Penalty: 3952.629883
	Iteration 19Q: 3 clusters Score -428768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -428771.937500 Penalty: 3952.629883
	Iteration 20F: 3 clusters Score -428771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -428772.562500 Penalty: 3952.629883
	Iteration 21Q: 3 clusters Score -428772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -428774.156250 Penalty: 3952.629883
	Iteration 22Q: 3 clusters Score -428774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -428775.593750 Penalty: 3952.629883
	Iteration 23Q: 3 clusters Score -428775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -428776.562500 Penalty: 3952.629883
	Iteration 24Q: 3 clusters Score -428776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -428776.562500 Penalty: 3952.629883
	Iteration 25F: 3 clusters Score -428776.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Entering Unmasked Estep 
Score: -4347951.000000 Penalty: 2540.931885
	Iteration 0F: 2 clusters Score -4347951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -4328646.000000 Penalty: 5081.863770
	Iteration 0F: 3 clusters Score -4328646 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -4335443.500000 Penalty: 5081.863770
	Iteration 1F: 3 clusters Score -4335444 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -4335823.500000 Penalty: 5081.863770
	Iteration 2Q: 3 clusters Score -4335824 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4336184.500000 Penalty: 5081.863770
	Iteration 3Q: 3 clusters Score -4336184 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4336521.000000 Penalty: 5081.863770
	Iteration 4Q: 3 clusters Score -4336521 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4336922.000000 Penalty: 5081.863770
	Iteration 5Q: 3 clusters Score -4336922 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4337471.500000 Penalty: 5081.863770
	Iteration 6Q: 3 clusters Score -4337472 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -4338318.000000 Penalty: 5081.863770
	Iteration 7F: 3 clusters Score -4338318 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -4339540.000000 Penalty: 5081.863770
	Iteration 8F: 3 clusters Score -4339540 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4341056.000000 Penalty: 5081.863770
	Iteration 9F: 3 clusters Score -4341056 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4342640.000000 Penalty: 5081.863770
	Iteration 10F: 3 clusters Score -4342640 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4343921.500000 Penalty: 5081.863770
	Iteration 11F: 3 clusters Score -4343922 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4344807.000000 Penalty: 5081.863770
	Iteration 12Q: 3 clusters Score -4344807 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4345253.500000 Penalty: 5081.863770
	Iteration 13Q: 3 clusters Score -4345254 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4345471.500000 Penalty: 5081.863770
	Iteration 14Q: 3 clusters Score -4345472 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4345573.500000 Penalty: 5081.863770
	Iteration 15Q: 3 clusters Score -4345574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4345641.500000 Penalty: 5081.863770
	Iteration 16Q: 3 clusters Score -4345642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4345690.500000 Penalty: 5081.863770
	Iteration 17Q: 3 clusters Score -4345690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4345714.000000 Penalty: 5081.863770
	Iteration 18Q: 3 clusters Score -4345714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4345725.000000 Penalty: 5081.863770
	Iteration 19Q: 3 clusters Score -4345725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4345735.500000 Penalty: 5081.863770
	Iteration 20F: 3 clusters Score -4345736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4345741.500000 Penalty: 5081.863770
	Iteration 21Q: 3 clusters Score -4345742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4345743.500000 Penalty: 5081.863770
	Iteration 22Q: 3 clusters Score -4345744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4345756.500000 Penalty: 5081.863770
	Iteration 23Q: 3 clusters Score -4345756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4345755.000000 Penalty: 5081.863770
	Iteration 24Q: 3 clusters Score -4345755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4345757.000000 Penalty: 5081.863770
	Iteration 25Q: 3 clusters Score -4345757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4345762.000000 Penalty: 5081.863770
	Iteration 26Q: 3 clusters Score -4345762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4345762.500000 Penalty: 5081.863770
	Iteration 27Q: 3 clusters Score -4345762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4345762.500000 Penalty: 5081.863770
	Iteration 28F: 3 clusters Score -4345762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -4526907.500000 Penalty: 2544.716064
	Iteration 0F: 2 clusters Score -4526908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4507221.500000 Penalty: 5089.432129
	Iteration 0F: 3 clusters Score -4507222 nChanged 12979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4514235.500000 Penalty: 5089.432129
	Iteration 1F: 3 clusters Score -4514236 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4514648.000000 Penalty: 5089.432129
	Iteration 2Q: 3 clusters Score -4514648 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4514946.000000 Penalty: 5089.432129
	Iteration 3Q: 3 clusters Score -4514946 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4515186.000000 Penalty: 5089.432129
	Iteration 4Q: 3 clusters Score -4515186 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4515397.000000 Penalty: 5089.432129
	Iteration 5Q: 3 clusters Score -4515397 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4515565.000000 Penalty: 5089.432129
	Iteration 6Q: 3 clusters Score -4515565 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4515680.000000 Penalty: 5089.432129
	Iteration 7Q: 3 clusters Score -4515680 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4515828.500000 Penalty: 5089.432129
	Iteration 8Q: 3 clusters Score -4515828 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4515974.500000 Penalty: 5089.432129
	Iteration 9Q: 3 clusters Score -4515974 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4516165.000000 Penalty: 5089.432129
	Iteration 10Q: 3 clusters Score -4516165 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4516383.500000 Penalty: 5089.432129
	Iteration 11Q: 3 clusters Score -4516384 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4516686.500000 Penalty: 5089.432129
	Iteration 12Q: 3 clusters Score -4516686 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -4517113.500000 Penalty: 5089.432129
	Iteration 13Q: 3 clusters Score -4517114 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -4517764.500000 Penalty: 5089.432129
	Iteration 14Q: 3 clusters Score -4517764 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -4518634.500000 Penalty: 5089.432129
	Iteration 15F: 3 clusters Score -4518634 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -4519751.000000 Penalty: 5089.432129
	Iteration 16F: 3 clusters Score -4519751 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4520955.000000 Penalty: 5089.432129
	Iteration 17F: 3 clusters Score -4520955 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4522141.500000 Penalty: 5089.432129
	Iteration 18Q: 3 clusters Score -4522142 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4523131.500000 Penalty: 5089.432129
	Iteration 19Q: 3 clusters Score -4523132 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4523789.000000 Penalty: 5089.432129
	Iteration 20F: 3 clusters Score -4523789 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4524178.500000 Penalty: 5089.432129
	Iteration 21Q: 3 clusters Score -4524178 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4524447.500000 Penalty: 5089.432129
	Iteration 22Q: 3 clusters Score -4524448 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4524625.500000 Penalty: 5089.432129
	Iteration 23Q: 3 clusters Score -4524626 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4524726.000000 Penalty: 5089.432129
	Iteration 24Q: 3 clusters Score -4524726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4524781.500000 Penalty: 5089.432129
	Iteration 25Q: 3 clusters Score -4524782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4524811.500000 Penalty: 5089.432129
	Iteration 26Q: 3 clusters Score -4524812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4524840.000000 Penalty: 5089.432129
	Iteration 27Q: 3 clusters Score -4524840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4524865.500000 Penalty: 5089.432129
	Iteration 28Q: 3 clusters Score -4524866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4524875.000000 Penalty: 5089.432129
	Iteration 29Q: 3 clusters Score -4524875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4524882.000000 Penalty: 5089.432129
	Iteration 30Q: 3 clusters Score -4524882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4524898.500000 Penalty: 5089.432129
	Iteration 31Q: 3 clusters Score -4524898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4524901.500000 Penalty: 5089.432129
	Iteration 32Q: 3 clusters Score -4524902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4524907.500000 Penalty: 5089.432129
	Iteration 33Q: 3 clusters Score -4524908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4524908.500000 Penalty: 5089.432129
	Iteration 34Q: 3 clusters Score -4524908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4524909.000000 Penalty: 5089.432129
	Iteration 35Q: 3 clusters Score -4524909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4524910.000000 Penalty: 5089.432129
	Iteration 36Q: 3 clusters Score -4524910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4524909.500000 Penalty: 5089.432129
	Iteration 37Q: 3 clusters Score -4524910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4524909.500000 Penalty: 5089.432129
	Iteration 38F: 3 clusters Score -4524910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11793.148438 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11793.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12049.362305 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -12049.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12090.880859 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -12090.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12154.054688 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12154.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -12177.125977 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12177.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12211.730469 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -12211.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12251.846680 Penalty: 2607.717773
	Iteration 6Q: 3 clusters Score -12251.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -12256.994141 Penalty: 2607.717773
	Iteration 7Q: 3 clusters Score -12256.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12283.929688 Penalty: 2607.717773
	Iteration 8Q: 3 clusters Score -12283.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12335.563477 Penalty: 2607.717773
	Iteration 9Q: 3 clusters Score -12335.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12369.004883 Penalty: 2607.717773
	Iteration 10Q: 3 clusters Score -12369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12375.564453 Penalty: 2607.717773
	Iteration 11Q: 3 clusters Score -12375.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12375.564453 Penalty: 2607.717773
	Iteration 12F: 3 clusters Score -12375.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Entering Unmasked Estep 
Score: -1102799.375000 Penalty: 2211.825439
	Iteration 0F: 2 clusters Score -1102799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1096780.750000 Penalty: 4423.650879
	Iteration 0F: 3 clusters Score -1096781 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1098573.375000 Penalty: 4423.650879
	Iteration 1F: 3 clusters Score -1098573 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1099025.750000 Penalty: 4423.650879
	Iteration 2F: 3 clusters Score -1099026 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1099487.250000 Penalty: 4423.650879
	Iteration 3F: 3 clusters Score -1099487 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1099903.250000 Penalty: 4423.650879
	Iteration 4F: 3 clusters Score -1099903 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1100315.875000 Penalty: 4423.650879
	Iteration 5F: 3 clusters Score -1100316 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1100680.125000 Penalty: 4423.650879
	Iteration 6F: 3 clusters Score -1100680 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1100959.000000 Penalty: 4423.650879
	Iteration 7Q: 3 clusters Score -1100959 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1101135.875000 Penalty: 4423.650879
	Iteration 8Q: 3 clusters Score -1101136 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1101253.375000 Penalty: 4423.650879
	Iteration 9Q: 3 clusters Score -1101253 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1101325.125000 Penalty: 4423.650879
	Iteration 10Q: 3 clusters Score -1101325 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1101381.000000 Penalty: 4423.650879
	Iteration 11Q: 3 clusters Score -1101381 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1101421.875000 Penalty: 4423.650879
	Iteration 12Q: 3 clusters Score -1101422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1101457.000000 Penalty: 4423.650879
	Iteration 13Q: 3 clusters Score -1101457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1101490.375000 Penalty: 4423.650879
	Iteration 14Q: 3 clusters Score -1101490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1101514.375000 Penalty: 4423.650879
	Iteration 15Q: 3 clusters Score -1101514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1101539.000000 Penalty: 4423.650879
	Iteration 16Q: 3 clusters Score -1101539 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1101571.625000 Penalty: 4423.650879
	Iteration 17Q: 3 clusters Score -1101572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1101601.750000 Penalty: 4423.650879
	Iteration 18Q: 3 clusters Score -1101602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1101631.125000 Penalty: 4423.650879
	Iteration 19Q: 3 clusters Score -1101631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1101656.625000 Penalty: 4423.650879
	Iteration 20F: 3 clusters Score -1101657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1101686.875000 Penalty: 4423.650879
	Iteration 21Q: 3 clusters Score -1101687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1101712.750000 Penalty: 4423.650879
	Iteration 22Q: 3 clusters Score -1101713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1101745.875000 Penalty: 4423.650879
	Iteration 23Q: 3 clusters Score -1101746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1101781.375000 Penalty: 4423.650879
	Iteration 24Q: 3 clusters Score -1101781 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1101811.250000 Penalty: 4423.650879
	Iteration 25Q: 3 clusters Score -1101811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1101841.625000 Penalty: 4423.650879
	Iteration 26Q: 3 clusters Score -1101842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1101869.625000 Penalty: 4423.650879
	Iteration 27Q: 3 clusters Score -1101870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1101896.375000 Penalty: 4423.650879
	Iteration 28Q: 3 clusters Score -1101896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1101912.750000 Penalty: 4423.650879
	Iteration 29Q: 3 clusters Score -1101913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1101934.750000 Penalty: 4423.650879
	Iteration 30Q: 3 clusters Score -1101935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1101962.500000 Penalty: 4423.650879
	Iteration 31Q: 3 clusters Score -1101962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1101990.750000 Penalty: 4423.650879
	Iteration 32Q: 3 clusters Score -1101991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1102026.875000 Penalty: 4423.650879
	Iteration 33Q: 3 clusters Score -1102027 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1102059.500000 Penalty: 4423.650879
	Iteration 34Q: 3 clusters Score -1102060 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1102097.375000 Penalty: 4423.650879
	Iteration 35Q: 3 clusters Score -1102097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1102126.875000 Penalty: 4423.650879
	Iteration 36Q: 3 clusters Score -1102127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1102150.625000 Penalty: 4423.650879
	Iteration 37Q: 3 clusters Score -1102151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1102173.875000 Penalty: 4423.650879
	Iteration 38Q: 3 clusters Score -1102174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1102196.875000 Penalty: 4423.650879
	Iteration 39Q: 3 clusters Score -1102197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1102214.250000 Penalty: 4423.650879
	Iteration 40F: 3 clusters Score -1102214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1102234.625000 Penalty: 4423.650879
	Iteration 41Q: 3 clusters Score -1102235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1102250.375000 Penalty: 4423.650879
	Iteration 42Q: 3 clusters Score -1102250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1102262.625000 Penalty: 4423.650879
	Iteration 43Q: 3 clusters Score -1102263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1102273.125000 Penalty: 4423.650879
	Iteration 44Q: 3 clusters Score -1102273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1102290.125000 Penalty: 4423.650879
	Iteration 45Q: 3 clusters Score -1102290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1102301.750000 Penalty: 4423.650879
	Iteration 46Q: 3 clusters Score -1102302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1102317.125000 Penalty: 4423.650879
	Iteration 47Q: 3 clusters Score -1102317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1102330.750000 Penalty: 4423.650879
	Iteration 48Q: 3 clusters Score -1102331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1102340.125000 Penalty: 4423.650879
	Iteration 49Q: 3 clusters Score -1102340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1102349.125000 Penalty: 4423.650879
	Iteration 50Q: 3 clusters Score -1102349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1102358.750000 Penalty: 4423.650879
	Iteration 51Q: 3 clusters Score -1102359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1102372.500000 Penalty: 4423.650879
	Iteration 52Q: 3 clusters Score -1102372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1102379.500000 Penalty: 4423.650879
	Iteration 53Q: 3 clusters Score -1102380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1102394.000000 Penalty: 4423.650879
	Iteration 54Q: 3 clusters Score -1102394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1102402.375000 Penalty: 4423.650879
	Iteration 55Q: 3 clusters Score -1102402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1102410.125000 Penalty: 4423.650879
	Iteration 56Q: 3 clusters Score -1102410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1102415.250000 Penalty: 4423.650879
	Iteration 57Q: 3 clusters Score -1102415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1102425.250000 Penalty: 4423.650879
	Iteration 58Q: 3 clusters Score -1102425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1102434.000000 Penalty: 4423.650879
	Iteration 59Q: 3 clusters Score -1102434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1102447.625000 Penalty: 4423.650879
	Iteration 60F: 3 clusters Score -1102448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1102451.250000 Penalty: 4423.650879
	Iteration 61Q: 3 clusters Score -1102451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1102455.250000 Penalty: 4423.650879
	Iteration 62Q: 3 clusters Score -1102455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1102460.000000 Penalty: 4423.650879
	Iteration 63Q: 3 clusters Score -1102460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1102467.000000 Penalty: 4423.650879
	Iteration 64Q: 3 clusters Score -1102467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1102469.750000 Penalty: 4423.650879
	Iteration 65Q: 3 clusters Score -1102470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1102474.000000 Penalty: 4423.650879
	Iteration 66Q: 3 clusters Score -1102474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1102478.375000 Penalty: 4423.650879
	Iteration 67Q: 3 clusters Score -1102478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1102484.875000 Penalty: 4423.650879
	Iteration 68Q: 3 clusters Score -1102485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1102497.000000 Penalty: 4423.650879
	Iteration 69Q: 3 clusters Score -1102497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1102506.125000 Penalty: 4423.650879
	Iteration 70Q: 3 clusters Score -1102506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1102513.000000 Penalty: 4423.650879
	Iteration 71Q: 3 clusters Score -1102513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1102522.250000 Penalty: 4423.650879
	Iteration 72Q: 3 clusters Score -1102522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1102531.750000 Penalty: 4423.650879
	Iteration 73Q: 3 clusters Score -1102532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1102544.250000 Penalty: 4423.650879
	Iteration 74Q: 3 clusters Score -1102544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1102557.125000 Penalty: 4423.650879
	Iteration 75Q: 3 clusters Score -1102557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1102568.000000 Penalty: 4423.650879
	Iteration 76Q: 3 clusters Score -1102568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1102571.625000 Penalty: 4423.650879
	Iteration 77Q: 3 clusters Score -1102572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1102574.250000 Penalty: 4423.650879
	Iteration 78Q: 3 clusters Score -1102574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1102573.250000 Penalty: 4423.650879
	Iteration 79Q: 3 clusters Score -1102573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1102573.500000 Penalty: 4423.650879
	Iteration 80F: 3 clusters Score -1102574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1102577.000000 Penalty: 4423.650879
	Iteration 81Q: 3 clusters Score -1102577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1102577.750000 Penalty: 4423.650879
	Iteration 82Q: 3 clusters Score -1102578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1102579.875000 Penalty: 4423.650879
	Iteration 83Q: 3 clusters Score -1102580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1102579.500000 Penalty: 4423.650879
	Iteration 84Q: 3 clusters Score -1102580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1102581.500000 Penalty: 4423.650879
	Iteration 85Q: 3 clusters Score -1102582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1102580.625000 Penalty: 4423.650879
	Iteration 86Q: 3 clusters Score -1102581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1102582.625000 Penalty: 4423.650879
	Iteration 87Q: 3 clusters Score -1102583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1102585.500000 Penalty: 4423.650879
	Iteration 88Q: 3 clusters Score -1102586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1102589.625000 Penalty: 4423.650879
	Iteration 89Q: 3 clusters Score -1102590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1102588.125000 Penalty: 4423.650879
	Iteration 90Q: 3 clusters Score -1102588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1102591.250000 Penalty: 4423.650879
	Iteration 91Q: 3 clusters Score -1102591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1102589.375000 Penalty: 4423.650879
	Iteration 92Q: 3 clusters Score -1102589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1102588.125000 Penalty: 4423.650879
	Iteration 93Q: 3 clusters Score -1102588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1102589.375000 Penalty: 4423.650879
	Iteration 94Q: 3 clusters Score -1102589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1102591.625000 Penalty: 4423.650879
	Iteration 95Q: 3 clusters Score -1102592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1102592.375000 Penalty: 4423.650879
	Iteration 96Q: 3 clusters Score -1102592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1102591.375000 Penalty: 4423.650879
	Iteration 97Q: 3 clusters Score -1102591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1102592.750000 Penalty: 4423.650879
	Iteration 98Q: 3 clusters Score -1102593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1102592.125000 Penalty: 4423.650879
	Iteration 99Q: 3 clusters Score -1102592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1102596.500000 Penalty: 4423.650879
	Iteration 100F: 3 clusters Score -1102596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1102597.000000 Penalty: 4423.650879
	Iteration 101Q: 3 clusters Score -1102597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1102597.625000 Penalty: 4423.650879
	Iteration 102Q: 3 clusters Score -1102598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1102596.875000 Penalty: 4423.650879
	Iteration 103Q: 3 clusters Score -1102597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1102597.375000 Penalty: 4423.650879
	Iteration 104Q: 3 clusters Score -1102597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1102601.500000 Penalty: 4423.650879
	Iteration 105Q: 3 clusters Score -1102602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1102601.500000 Penalty: 4423.650879
	Iteration 106Q: 3 clusters Score -1102602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1102600.000000 Penalty: 4423.650879
	Iteration 107Q: 3 clusters Score -1102600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1102605.500000 Penalty: 4423.650879
	Iteration 108Q: 3 clusters Score -1102606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1102604.750000 Penalty: 4423.650879
	Iteration 109Q: 3 clusters Score -1102605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1102604.250000 Penalty: 4423.650879
	Iteration 110Q: 3 clusters Score -1102604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1102604.375000 Penalty: 4423.650879
	Iteration 111Q: 3 clusters Score -1102604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1102604.125000 Penalty: 4423.650879
	Iteration 112Q: 3 clusters Score -1102604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1102602.125000 Penalty: 4423.650879
	Iteration 113Q: 3 clusters Score -1102602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1102605.250000 Penalty: 4423.650879
	Iteration 114Q: 3 clusters Score -1102605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1102604.500000 Penalty: 4423.650879
	Iteration 115Q: 3 clusters Score -1102604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1102605.125000 Penalty: 4423.650879
	Iteration 116Q: 3 clusters Score -1102605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1102605.500000 Penalty: 4423.650879
	Iteration 117Q: 3 clusters Score -1102606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1102605.500000 Penalty: 4423.650879
	Iteration 118F: 3 clusters Score -1102606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -115889.968750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -115890 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 395 members 
Entering Unmasked Estep 
Score: -114143.484375 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -114143.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -114514.820312 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -114514.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -114738.242188 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -114738.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -114911.484375 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -114911.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -114999.875000 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -114999.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -115088.210938 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -115088.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115189.992188 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -115190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115256.617188 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -115256.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115287.585938 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -115287.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115312.945312 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -115312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -115329.617188 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -115329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -115342.296875 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -115342.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -115357.570312 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -115357.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -115363.804688 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -115363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -115378.703125 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -115378.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115396.390625 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -115396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115405.109375 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -115405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -115407.335938 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -115407.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -115412.304688 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -115412.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -115422.421875 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -115422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115429.031250 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -115429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115437.664062 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -115437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -115443.468750 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -115443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -115446.726562 Penalty: 3330.830322
	Iteration 23Q: 3 clusters Score -115446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -115450.671875 Penalty: 3330.830322
	Iteration 24Q: 3 clusters Score -115450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115455.734375 Penalty: 3330.830322
	Iteration 25Q: 3 clusters Score -115455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -115458.359375 Penalty: 3330.830322
	Iteration 26Q: 3 clusters Score -115458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115459.851562 Penalty: 3330.830322
	Iteration 27Q: 3 clusters Score -115459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115459.851562 Penalty: 3330.830322
	Iteration 28F: 3 clusters Score -115459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34713.230469 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34713.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34806.699219 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34806.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34824.804688 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34824.804688 Penalty: 2760.002197
	Iteration 3F: 3 clusters Score -34824.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37266.136719 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37266.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37365.042969 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37365.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37402.875000 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37402.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37445.761719 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37445.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37472.531250 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37472.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37532.265625 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37532.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -37570.339844 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37570.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37589.445312 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37589.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37589.445312 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -37589.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17760.951172 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17760.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -17997.548828 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -17997.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18189.437500 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18189.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18382.378906 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -18382.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18448.337891 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18448.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18457.160156 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -18457.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18465.101562 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -18465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18487.107422 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -18487.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18539.683594 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -18539.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18559.066406 Penalty: 2699.439209
	Iteration 9Q: 3 clusters Score -18559.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18564.607422 Penalty: 2699.439209
	Iteration 10Q: 3 clusters Score -18564.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18567.626953 Penalty: 2699.439209
	Iteration 11F: 3 clusters Score -18567.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18582.878906 Penalty: 2699.439209
	Iteration 12Q: 3 clusters Score -18582.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18591.263672 Penalty: 2699.439209
	Iteration 13Q: 3 clusters Score -18591.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18598.808594 Penalty: 2699.439209
	Iteration 14Q: 3 clusters Score -18598.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18642.707031 Penalty: 2699.439209
	Iteration 15Q: 3 clusters Score -18642.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18667.753906 Penalty: 2699.439209
	Iteration 16Q: 3 clusters Score -18667.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18678.765625 Penalty: 2699.439209
	Iteration 17Q: 3 clusters Score -18678.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18678.765625 Penalty: 2699.439209
	Iteration 18F: 3 clusters Score -18678.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -31857.376953 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -31857.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30680.085938 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -30680.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30753.412109 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -30753.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30775.451172 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -30775.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30775.451172 Penalty: 2699.439209
	Iteration 3F: 3 clusters Score -30775.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125863 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24354 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109528 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99223 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28161 members 
Mstep: Class 31 contains 28594 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723352.000000 Penalty: 124812.671875
Iteration 359Q: 39 clusters Score -8.672335e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125857 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24354 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109517 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99236 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28161 members 
Mstep: Class 31 contains 28595 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 124812.671875
Iteration 360F: 39 clusters Score -8.67233e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125861 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24352 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10304 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109514 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99240 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15405 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28162 members 
Mstep: Class 31 contains 28591 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723336.000000 Penalty: 124812.671875
Iteration 361Q: 39 clusters Score -8.672334e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125854 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24353 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109507 members 
Mstep: Class 25 contains 2937 members 
Mstep: Class 26 contains 99251 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15404 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28163 members 
Mstep: Class 31 contains 28594 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 362Q: 39 clusters Score -8.672329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125849 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24352 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109518 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 99251 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28164 members 
Mstep: Class 31 contains 28593 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723296.000000 Penalty: 124812.671875
Iteration 363Q: 39 clusters Score -8.67233e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125848 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24352 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34543 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109520 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 99250 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15402 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28164 members 
Mstep: Class 31 contains 28594 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723240.000000 Penalty: 124812.671875
Iteration 364Q: 39 clusters Score -8.672324e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125833 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24352 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34540 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109534 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 99257 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28167 members 
Mstep: Class 31 contains 28589 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723304.000000 Penalty: 124812.671875
Iteration 365Q: 39 clusters Score -8.67233e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125821 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24351 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34539 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109550 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 99256 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28167 members 
Mstep: Class 31 contains 28587 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723320.000000 Penalty: 124812.671875
Iteration 366Q: 39 clusters Score -8.672332e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125814 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24349 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12293 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34539 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109561 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 99258 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28167 members 
Mstep: Class 31 contains 28585 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723264.000000 Penalty: 124812.671875
Iteration 367Q: 39 clusters Score -8.672326e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125807 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24350 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12293 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34538 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109569 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 99260 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15401 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28169 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 124812.671875
Iteration 368Q: 39 clusters Score -8.672322e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125797 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24352 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34538 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109577 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 99265 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28167 members 
Mstep: Class 31 contains 28577 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723216.000000 Penalty: 124812.671875
Iteration 369Q: 39 clusters Score -8.672322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125785 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24353 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34538 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109587 members 
Mstep: Class 25 contains 2936 members 
Mstep: Class 26 contains 99264 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15398 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28167 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723216.000000 Penalty: 124812.671875
Iteration 370Q: 39 clusters Score -8.672322e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125772 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24353 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109591 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99269 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28168 members 
Mstep: Class 31 contains 28583 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723288.000000 Penalty: 124812.671875
Iteration 371Q: 39 clusters Score -8.672329e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125755 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24352 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34537 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109604 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99274 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15400 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28172 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 124812.671875
Iteration 372Q: 39 clusters Score -8.672322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125751 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24351 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109612 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99270 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28174 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7467 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723272.000000 Penalty: 124812.671875
Iteration 373Q: 39 clusters Score -8.672327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125746 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24349 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109618 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99270 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15399 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28175 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 374Q: 39 clusters Score -8.672331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125743 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24347 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109624 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99271 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15396 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28176 members 
Mstep: Class 31 contains 28580 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723280.000000 Penalty: 124812.671875
Iteration 375Q: 39 clusters Score -8.672328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125736 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24344 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109635 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99272 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15395 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28175 members 
Mstep: Class 31 contains 28580 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723320.000000 Penalty: 124812.671875
Iteration 376Q: 39 clusters Score -8.672332e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125733 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24344 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99271 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15393 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28176 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723304.000000 Penalty: 124812.671875
Iteration 377Q: 39 clusters Score -8.67233e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125727 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24340 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99271 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15392 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28181 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723336.000000 Penalty: 124812.671875
Iteration 378Q: 39 clusters Score -8.672334e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125725 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24340 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34535 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109650 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99270 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15390 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28186 members 
Mstep: Class 31 contains 28577 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723312.000000 Penalty: 124812.671875
Iteration 379Q: 39 clusters Score -8.672331e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125709 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24339 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2410 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109651 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99278 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15389 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28192 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723280.000000 Penalty: 124812.671875
Iteration 380F: 39 clusters Score -8.672328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125700 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24335 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109652 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99283 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15389 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28196 members 
Mstep: Class 31 contains 28584 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 124812.671875
Iteration 381Q: 39 clusters Score -8.672318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125695 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24334 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109655 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99283 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15388 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28196 members 
Mstep: Class 31 contains 28587 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 124812.671875
Iteration 382Q: 39 clusters Score -8.672318e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6892 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125685 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24332 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34534 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109662 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99285 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15387 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28587 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723192.000000 Penalty: 124812.671875
Iteration 383Q: 39 clusters Score -8.672319e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24329 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34533 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109660 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99286 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28200 members 
Mstep: Class 31 contains 28586 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 384Q: 39 clusters Score -8.672314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125693 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24329 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34533 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109663 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99283 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28200 members 
Mstep: Class 31 contains 28587 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723168.000000 Penalty: 124812.671875
Iteration 385Q: 39 clusters Score -8.672317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125688 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24328 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34533 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109667 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99285 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28200 members 
Mstep: Class 31 contains 28588 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723192.000000 Penalty: 124812.671875
Iteration 386Q: 39 clusters Score -8.672319e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125688 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24326 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12294 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34532 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109670 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99287 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28199 members 
Mstep: Class 31 contains 28588 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 124812.671875
Iteration 387Q: 39 clusters Score -8.672316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125676 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24326 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34532 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109677 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99292 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15381 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28585 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 388Q: 39 clusters Score -8.672314e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125670 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24326 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34532 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109686 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99289 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28583 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723152.000000 Penalty: 124812.671875
Iteration 389Q: 39 clusters Score -8.672315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125672 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24324 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34530 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109690 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99285 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28584 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 124812.671875
Iteration 390Q: 39 clusters Score -8.672311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125679 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24322 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34530 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2412 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109685 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99287 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28199 members 
Mstep: Class 31 contains 28583 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723088.000000 Penalty: 124812.671875
Iteration 391Q: 39 clusters Score -8.672309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125684 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24321 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34530 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109679 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99288 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28584 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723064.000000 Penalty: 124812.671875
Iteration 392Q: 39 clusters Score -8.672306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125683 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24321 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109675 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99292 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28586 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 124812.671875
Iteration 393Q: 39 clusters Score -8.672311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125683 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24321 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99297 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28585 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 124812.671875
Iteration 394Q: 39 clusters Score -8.672308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125685 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24321 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109665 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99304 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28583 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 124812.671875
Iteration 395Q: 39 clusters Score -8.672312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125687 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24320 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109659 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99310 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28583 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723064.000000 Penalty: 124812.671875
Iteration 396Q: 39 clusters Score -8.672306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125689 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24318 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109654 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99314 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28583 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723088.000000 Penalty: 124812.671875
Iteration 397Q: 39 clusters Score -8.672309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109650 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99317 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723088.000000 Penalty: 124812.671875
Iteration 398Q: 39 clusters Score -8.672309e+07 nChanged 12
Entering ConstructFrom: 
Score: -86723088.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -109737.789062 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -109737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -107976.820312 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -107976.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -108345.687500 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -108345.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108589.625000 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -108589.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108787.453125 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -108787.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -109105.437500 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -109105.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -109523.132812 Penalty: 3358.311768
	Iteration 5F: 3 clusters Score -109523.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109795.617188 Penalty: 3358.311768
	Iteration 6F: 3 clusters Score -109795.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -109931.765625 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -109931.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109978.867188 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -109978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109992.828125 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -109992.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109996.562500 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -109996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109996.562500 Penalty: 3358.311768
	Iteration 11F: 3 clusters Score -109996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99326 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 532 members 
Entering Unmasked Estep 
Score: -86721464.000000 Penalty: 128097.218750
Splitting cluster 1 changes total score from -86723088.000000 to -86721464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -358113.187500 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -358113.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -355218.468750 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -355218.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -355781.687500 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -355781.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -355952.406250 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -355952.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -356060.625000 Penalty: 3859.858887
	Iteration 3F: 3 clusters Score -356060.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -356146.375000 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -356146.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -356203.562500 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -356203.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -356237.781250 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -356237.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -356257.375000 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -356257.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -356269.937500 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -356269.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -356278.125000 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -356278.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -356287.500000 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -356287.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -356291.187500 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -356291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -356293.187500 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -356293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -356295.406250 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -356295.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -356296.968750 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -356297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -356298.500000 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -356298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -356298.500000 Penalty: 3859.858887
	Iteration 16F: 3 clusters Score -356298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Entering Unmasked Estep 
Score: -2193259.500000 Penalty: 2366.935547
	Iteration 0F: 2 clusters Score -2193260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2182990.750000 Penalty: 4733.871094
	Iteration 0F: 3 clusters Score -2182991 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2186530.750000 Penalty: 4733.871094
	Iteration 1F: 3 clusters Score -2186531 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2187289.000000 Penalty: 4733.871094
	Iteration 2F: 3 clusters Score -2187289 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2187978.750000 Penalty: 4733.871094
	Iteration 3F: 3 clusters Score -2187979 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2188551.250000 Penalty: 4733.871094
	Iteration 4F: 3 clusters Score -2188551 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2189034.250000 Penalty: 4733.871094
	Iteration 5F: 3 clusters Score -2189034 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2189497.750000 Penalty: 4733.871094
	Iteration 6F: 3 clusters Score -2189498 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2189943.250000 Penalty: 4733.871094
	Iteration 7Q: 3 clusters Score -2189943 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2190400.500000 Penalty: 4733.871094
	Iteration 8Q: 3 clusters Score -2190400 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2190854.250000 Penalty: 4733.871094
	Iteration 9Q: 3 clusters Score -2190854 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2191282.250000 Penalty: 4733.871094
	Iteration 10Q: 3 clusters Score -2191282 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2191654.500000 Penalty: 4733.871094
	Iteration 11Q: 3 clusters Score -2191654 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2191893.250000 Penalty: 4733.871094
	Iteration 12Q: 3 clusters Score -2191893 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2192037.750000 Penalty: 4733.871094
	Iteration 13Q: 3 clusters Score -2192038 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2192129.500000 Penalty: 4733.871094
	Iteration 14Q: 3 clusters Score -2192130 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2192192.500000 Penalty: 4733.871094
	Iteration 15Q: 3 clusters Score -2192192 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2192260.000000 Penalty: 4733.871094
	Iteration 16Q: 3 clusters Score -2192260 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2192301.000000 Penalty: 4733.871094
	Iteration 17Q: 3 clusters Score -2192301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2192340.250000 Penalty: 4733.871094
	Iteration 18Q: 3 clusters Score -2192340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2192364.750000 Penalty: 4733.871094
	Iteration 19Q: 3 clusters Score -2192365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2192379.750000 Penalty: 4733.871094
	Iteration 20F: 3 clusters Score -2192380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2192400.500000 Penalty: 4733.871094
	Iteration 21Q: 3 clusters Score -2192400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2192415.500000 Penalty: 4733.871094
	Iteration 22Q: 3 clusters Score -2192416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2192428.250000 Penalty: 4733.871094
	Iteration 23Q: 3 clusters Score -2192428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2192431.750000 Penalty: 4733.871094
	Iteration 24Q: 3 clusters Score -2192432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2192436.500000 Penalty: 4733.871094
	Iteration 25Q: 3 clusters Score -2192436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2192449.000000 Penalty: 4733.871094
	Iteration 26Q: 3 clusters Score -2192449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2192456.750000 Penalty: 4733.871094
	Iteration 27Q: 3 clusters Score -2192457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2192461.000000 Penalty: 4733.871094
	Iteration 28Q: 3 clusters Score -2192461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2192460.000000 Penalty: 4733.871094
	Iteration 29Q: 3 clusters Score -2192460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2192464.250000 Penalty: 4733.871094
	Iteration 30Q: 3 clusters Score -2192464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2192474.500000 Penalty: 4733.871094
	Iteration 31Q: 3 clusters Score -2192474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2192474.500000 Penalty: 4733.871094
	Iteration 32Q: 3 clusters Score -2192474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2192478.500000 Penalty: 4733.871094
	Iteration 33Q: 3 clusters Score -2192478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2192483.250000 Penalty: 4733.871094
	Iteration 34Q: 3 clusters Score -2192483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2192480.250000 Penalty: 4733.871094
	Iteration 35Q: 3 clusters Score -2192480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2192481.250000 Penalty: 4733.871094
	Iteration 36Q: 3 clusters Score -2192481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2192484.500000 Penalty: 4733.871094
	Iteration 37Q: 3 clusters Score -2192484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2192487.500000 Penalty: 4733.871094
	Iteration 38Q: 3 clusters Score -2192488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2192490.500000 Penalty: 4733.871094
	Iteration 39Q: 3 clusters Score -2192490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2192489.250000 Penalty: 4733.871094
	Iteration 40F: 3 clusters Score -2192489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2192487.500000 Penalty: 4733.871094
	Iteration 41Q: 3 clusters Score -2192488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2192485.000000 Penalty: 4733.871094
	Iteration 42Q: 3 clusters Score -2192485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2192487.500000 Penalty: 4733.871094
	Iteration 43Q: 3 clusters Score -2192488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2192486.000000 Penalty: 4733.871094
	Iteration 44Q: 3 clusters Score -2192486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2192488.750000 Penalty: 4733.871094
	Iteration 45Q: 3 clusters Score -2192489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2192488.750000 Penalty: 4733.871094
	Iteration 46F: 3 clusters Score -2192489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -1030883.375000 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -1030883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1025106.250000 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -1025106 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1026578.000000 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -1026578 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1026816.000000 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -1026816 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1026972.000000 Penalty: 4383.562012
	Iteration 3Q: 3 clusters Score -1026972 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1027089.312500 Penalty: 4383.562012
	Iteration 4Q: 3 clusters Score -1027089 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1027182.562500 Penalty: 4383.562012
	Iteration 5Q: 3 clusters Score -1027183 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1027265.750000 Penalty: 4383.562012
	Iteration 6Q: 3 clusters Score -1027266 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1027359.500000 Penalty: 4383.562012
	Iteration 7Q: 3 clusters Score -1027360 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1027491.312500 Penalty: 4383.562012
	Iteration 8Q: 3 clusters Score -1027491 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1027667.375000 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -1027667 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1027855.312500 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -1027855 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1028028.812500 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -1028029 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1028154.687500 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -1028155 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1028268.062500 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -1028268 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1028363.125000 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -1028363 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1028447.000000 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -1028447 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1028520.312500 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -1028520 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1028571.875000 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -1028572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1028611.500000 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -1028612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1028655.000000 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -1028655 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1028686.625000 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -1028687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1028718.812500 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -1028719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1028746.750000 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -1028747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1028775.812500 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -1028776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1028817.187500 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -1028817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1028852.437500 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -1028852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1028881.687500 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -1028882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1028918.000000 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -1028918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1028954.562500 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -1028955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1028988.000000 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -1028988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1029027.687500 Penalty: 4383.562012
	Iteration 30Q: 3 clusters Score -1029028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1029070.187500 Penalty: 4383.562012
	Iteration 31Q: 3 clusters Score -1029070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1029114.437500 Penalty: 4383.562012
	Iteration 32Q: 3 clusters Score -1029114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1029175.687500 Penalty: 4383.562012
	Iteration 33Q: 3 clusters Score -1029176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1029231.125000 Penalty: 4383.562012
	Iteration 34Q: 3 clusters Score -1029231 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1029291.437500 Penalty: 4383.562012
	Iteration 35Q: 3 clusters Score -1029291 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1029352.000000 Penalty: 4383.562012
	Iteration 36Q: 3 clusters Score -1029352 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1029420.812500 Penalty: 4383.562012
	Iteration 37Q: 3 clusters Score -1029421 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1029488.812500 Penalty: 4383.562012
	Iteration 38Q: 3 clusters Score -1029489 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1029560.750000 Penalty: 4383.562012
	Iteration 39Q: 3 clusters Score -1029561 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1029637.125000 Penalty: 4383.562012
	Iteration 40F: 3 clusters Score -1029637 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1029699.250000 Penalty: 4383.562012
	Iteration 41Q: 3 clusters Score -1029699 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1029769.125000 Penalty: 4383.562012
	Iteration 42Q: 3 clusters Score -1029769 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1029861.875000 Penalty: 4383.562012
	Iteration 43Q: 3 clusters Score -1029862 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1029997.062500 Penalty: 4383.562012
	Iteration 44Q: 3 clusters Score -1029997 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1030166.750000 Penalty: 4383.562012
	Iteration 45Q: 3 clusters Score -1030167 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1030348.125000 Penalty: 4383.562012
	Iteration 46Q: 3 clusters Score -1030348 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1030498.062500 Penalty: 4383.562012
	Iteration 47Q: 3 clusters Score -1030498 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1030608.062500 Penalty: 4383.562012
	Iteration 48Q: 3 clusters Score -1030608 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1030706.687500 Penalty: 4383.562012
	Iteration 49Q: 3 clusters Score -1030707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1030767.625000 Penalty: 4383.562012
	Iteration 50Q: 3 clusters Score -1030768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1030814.562500 Penalty: 4383.562012
	Iteration 51Q: 3 clusters Score -1030815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1030840.187500 Penalty: 4383.562012
	Iteration 52Q: 3 clusters Score -1030840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1030865.562500 Penalty: 4383.562012
	Iteration 53Q: 3 clusters Score -1030866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1030882.125000 Penalty: 4383.562012
	Iteration 54Q: 3 clusters Score -1030882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1030888.750000 Penalty: 4383.562012
	Iteration 55Q: 3 clusters Score -1030889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1030900.187500 Penalty: 4383.562012
	Iteration 56Q: 3 clusters Score -1030900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1030906.625000 Penalty: 4383.562012
	Iteration 57Q: 3 clusters Score -1030907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1030913.125000 Penalty: 4383.562012
	Iteration 58Q: 3 clusters Score -1030913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1030912.375000 Penalty: 4383.562012
	Iteration 59Q: 3 clusters Score -1030912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1030916.625000 Penalty: 4383.562012
	Iteration 60F: 3 clusters Score -1030917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1030918.500000 Penalty: 4383.562012
	Iteration 61Q: 3 clusters Score -1030918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1030923.875000 Penalty: 4383.562012
	Iteration 62Q: 3 clusters Score -1030924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1030927.375000 Penalty: 4383.562012
	Iteration 63Q: 3 clusters Score -1030927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1030930.750000 Penalty: 4383.562012
	Iteration 64Q: 3 clusters Score -1030931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1030933.812500 Penalty: 4383.562012
	Iteration 65Q: 3 clusters Score -1030934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1030936.312500 Penalty: 4383.562012
	Iteration 66Q: 3 clusters Score -1030936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1030936.937500 Penalty: 4383.562012
	Iteration 67Q: 3 clusters Score -1030937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1030935.875000 Penalty: 4383.562012
	Iteration 68Q: 3 clusters Score -1030936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1030937.437500 Penalty: 4383.562012
	Iteration 69Q: 3 clusters Score -1030937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1030937.437500 Penalty: 4383.562012
	Iteration 70F: 3 clusters Score -1030937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99326 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 5837 members 
Entering Unmasked Estep 
Score: -86721968.000000 Penalty: 128097.218750
Splitting cluster 4 changes total score from -86723088.000000 to -86721968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67968.414062 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67968.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66710.687500 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -66710.69 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67489.093750 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -67489.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68194.140625 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -68194.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68566.617188 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -68566.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68791.140625 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -68791.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68849.179688 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -68849.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68849.179688 Penalty: 3094.208984
	Iteration 6F: 3 clusters Score -68849.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 139 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99326 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 373 members 
Entering Unmasked Estep 
Score: -86722264.000000 Penalty: 128097.218750
Splitting cluster 5 changes total score from -86723088.000000 to -86722264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -228959.828125 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228959.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -229377.593750 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229377.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -229533.031250 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -229685.593750 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -229685.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -229882.421875 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -229882.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230164.812500 Penalty: 3664.303711
	Iteration 5F: 3 clusters Score -230164.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -230446.765625 Penalty: 3664.303711
	Iteration 6F: 3 clusters Score -230446.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -230660.156250 Penalty: 3664.303711
	Iteration 7F: 3 clusters Score -230660.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -230756.937500 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230756.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -230793.796875 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230793.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -230810.656250 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230810.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -230827.593750 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230827.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -230834.515625 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -230838.156250 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -230838.156250 Penalty: 3664.303711
	Iteration 14F: 3 clusters Score -230838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78308.742188 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78308.74 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78579.890625 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78579.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -78728.000000 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -78832.539062 Penalty: 3180.261963
	Iteration 3F: 3 clusters Score -78832.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -78917.765625 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78917.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -78971.476562 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78971.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -78996.914062 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78996.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79012.531250 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -79012.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -79025.062500 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -79025.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -79040.968750 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -79040.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79049.992188 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -79049.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -79057.468750 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -79057.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -79068.117188 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -79068.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79085.125000 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -79085.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79087.460938 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -79087.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79089.132812 Penalty: 3180.261963
	Iteration 15F: 3 clusters Score -79089.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79103.500000 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -79103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79107.210938 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -79107.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -79109.421875 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -79109.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79117.554688 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -79117.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79123.125000 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -79123.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79124.640625 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -79124.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -79131.578125 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -79131.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79138.117188 Penalty: 3180.261963
	Iteration 23Q: 3 clusters Score -79138.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79150.218750 Penalty: 3180.261963
	Iteration 24Q: 3 clusters Score -79150.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -79157.468750 Penalty: 3180.261963
	Iteration 25Q: 3 clusters Score -79157.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -79165.984375 Penalty: 3180.261963
	Iteration 26Q: 3 clusters Score -79165.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -79165.984375 Penalty: 3180.261963
	Iteration 27F: 3 clusters Score -79165.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -116180.593750 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -116180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114446.046875 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -114446 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114755.578125 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -114755.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114895.828125 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -114895.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -115026.593750 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -115026.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -115114.078125 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -115114.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -115198.203125 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -115198.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -115281.328125 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -115281.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115361.656250 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -115361.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -115485.304688 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -115485.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -115578.375000 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -115578.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -115637.117188 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -115637.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -115695.960938 Penalty: 3299.179688
	Iteration 11Q: 3 clusters Score -115696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -115754.835938 Penalty: 3299.179688
	Iteration 12Q: 3 clusters Score -115754.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -115832.781250 Penalty: 3299.179688
	Iteration 13Q: 3 clusters Score -115832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -115900.414062 Penalty: 3299.179688
	Iteration 14Q: 3 clusters Score -115900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -115952.000000 Penalty: 3299.179688
	Iteration 15Q: 3 clusters Score -115952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -115970.125000 Penalty: 3299.179688
	Iteration 16Q: 3 clusters Score -115970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -115982.703125 Penalty: 3299.179688
	Iteration 17Q: 3 clusters Score -115982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -115986.773438 Penalty: 3299.179688
	Iteration 18Q: 3 clusters Score -115986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -115986.773438 Penalty: 3299.179688
	Iteration 19F: 3 clusters Score -115986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (125691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125691 members 
Entering Unmasked Estep 
Score: -19757502.000000 Penalty: 2911.912354
	Iteration 0F: 2 clusters Score -1.97575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -19677294.000000 Penalty: 5823.824707
	Iteration 0F: 3 clusters Score -1.967729e+07 nChanged 59501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67641 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -19711528.000000 Penalty: 5823.824707
	Iteration 1F: 3 clusters Score -1.971153e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70529 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -19712800.000000 Penalty: 5823.824707
	Iteration 2Q: 3 clusters Score -1.97128e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74916 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -19714726.000000 Penalty: 5823.824707
	Iteration 3Q: 3 clusters Score -1.971473e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -19718598.000000 Penalty: 5823.824707
	Iteration 4F: 3 clusters Score -1.97186e+07 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -19725156.000000 Penalty: 5823.824707
	Iteration 5F: 3 clusters Score -1.972516e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -19735320.000000 Penalty: 5823.824707
	Iteration 6F: 3 clusters Score -1.973532e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -19745392.000000 Penalty: 5823.824707
	Iteration 7F: 3 clusters Score -1.974539e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119771 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -19751666.000000 Penalty: 5823.824707
	Iteration 8F: 3 clusters Score -1.975167e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19754046.000000 Penalty: 5823.824707
	Iteration 9Q: 3 clusters Score -1.975405e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124990 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19754712.000000 Penalty: 5823.824707
	Iteration 10Q: 3 clusters Score -1.975471e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19754856.000000 Penalty: 5823.824707
	Iteration 11Q: 3 clusters Score -1.975486e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125406 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19754920.000000 Penalty: 5823.824707
	Iteration 12Q: 3 clusters Score -1.975492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125441 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19754992.000000 Penalty: 5823.824707
	Iteration 13Q: 3 clusters Score -1.975499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125460 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19755024.000000 Penalty: 5823.824707
	Iteration 14Q: 3 clusters Score -1.975502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125466 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19755022.000000 Penalty: 5823.824707
	Iteration 15Q: 3 clusters Score -1.975502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125469 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -19755046.000000 Penalty: 5823.824707
	Iteration 16Q: 3 clusters Score -1.975505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125474 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19755038.000000 Penalty: 5823.824707
	Iteration 17Q: 3 clusters Score -1.975504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125475 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -19755048.000000 Penalty: 5823.824707
	Iteration 18Q: 3 clusters Score -1.975505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -19755054.000000 Penalty: 5823.824707
	Iteration 19Q: 3 clusters Score -1.975505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125476 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19755044.000000 Penalty: 5823.824707
	Iteration 20F: 3 clusters Score -1.975504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -1329632.125000 Penalty: 2254.957520
	Iteration 0F: 2 clusters Score -1329632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1322688.875000 Penalty: 4509.915039
	Iteration 0F: 3 clusters Score -1322689 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1324670.250000 Penalty: 4509.915039
	Iteration 1F: 3 clusters Score -1324670 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1324985.125000 Penalty: 4509.915039
	Iteration 2F: 3 clusters Score -1324985 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1325231.500000 Penalty: 4509.915039
	Iteration 3F: 3 clusters Score -1325232 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1325415.125000 Penalty: 4509.915039
	Iteration 4Q: 3 clusters Score -1325415 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1325575.250000 Penalty: 4509.915039
	Iteration 5Q: 3 clusters Score -1325575 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1325735.000000 Penalty: 4509.915039
	Iteration 6Q: 3 clusters Score -1325735 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1325895.875000 Penalty: 4509.915039
	Iteration 7Q: 3 clusters Score -1325896 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1326094.250000 Penalty: 4509.915039
	Iteration 8Q: 3 clusters Score -1326094 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1326305.625000 Penalty: 4509.915039
	Iteration 9Q: 3 clusters Score -1326306 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1326558.125000 Penalty: 4509.915039
	Iteration 10Q: 3 clusters Score -1326558 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1326821.500000 Penalty: 4509.915039
	Iteration 11Q: 3 clusters Score -1326822 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1327095.750000 Penalty: 4509.915039
	Iteration 12Q: 3 clusters Score -1327096 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1327352.750000 Penalty: 4509.915039
	Iteration 13Q: 3 clusters Score -1327353 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1327541.750000 Penalty: 4509.915039
	Iteration 14Q: 3 clusters Score -1327542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1327686.625000 Penalty: 4509.915039
	Iteration 15Q: 3 clusters Score -1327687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1327796.000000 Penalty: 4509.915039
	Iteration 16Q: 3 clusters Score -1327796 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1327879.500000 Penalty: 4509.915039
	Iteration 17Q: 3 clusters Score -1327880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1327935.875000 Penalty: 4509.915039
	Iteration 18Q: 3 clusters Score -1327936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1327984.625000 Penalty: 4509.915039
	Iteration 19Q: 3 clusters Score -1327985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1328020.250000 Penalty: 4509.915039
	Iteration 20F: 3 clusters Score -1328020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1328048.625000 Penalty: 4509.915039
	Iteration 21Q: 3 clusters Score -1328049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1328067.750000 Penalty: 4509.915039
	Iteration 22Q: 3 clusters Score -1328068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1328077.500000 Penalty: 4509.915039
	Iteration 23Q: 3 clusters Score -1328078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1328081.250000 Penalty: 4509.915039
	Iteration 24Q: 3 clusters Score -1328081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1328083.125000 Penalty: 4509.915039
	Iteration 25Q: 3 clusters Score -1328083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1328087.625000 Penalty: 4509.915039
	Iteration 26Q: 3 clusters Score -1328088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1328091.625000 Penalty: 4509.915039
	Iteration 27Q: 3 clusters Score -1328092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1328090.500000 Penalty: 4509.915039
	Iteration 28Q: 3 clusters Score -1328090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1328090.500000 Penalty: 4509.915039
	Iteration 29F: 3 clusters Score -1328090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Entering Unmasked Estep 
Score: -3862855.250000 Penalty: 2504.555420
	Iteration 0F: 2 clusters Score -3862855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3845951.000000 Penalty: 5009.110840
	Iteration 0F: 3 clusters Score -3845951 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3851852.750000 Penalty: 5009.110840
	Iteration 1F: 3 clusters Score -3851853 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3852351.750000 Penalty: 5009.110840
	Iteration 2F: 3 clusters Score -3852352 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3852777.250000 Penalty: 5009.110840
	Iteration 3Q: 3 clusters Score -3852777 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -3853188.750000 Penalty: 5009.110840
	Iteration 4Q: 3 clusters Score -3853189 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3853693.750000 Penalty: 5009.110840
	Iteration 5Q: 3 clusters Score -3853694 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3854347.250000 Penalty: 5009.110840
	Iteration 6Q: 3 clusters Score -3854347 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3855378.000000 Penalty: 5009.110840
	Iteration 7F: 3 clusters Score -3855378 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -3856679.250000 Penalty: 5009.110840
	Iteration 8F: 3 clusters Score -3856679 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3858025.250000 Penalty: 5009.110840
	Iteration 9F: 3 clusters Score -3858025 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3859250.250000 Penalty: 5009.110840
	Iteration 10F: 3 clusters Score -3859250 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3860214.250000 Penalty: 5009.110840
	Iteration 11Q: 3 clusters Score -3860214 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3860841.250000 Penalty: 5009.110840
	Iteration 12Q: 3 clusters Score -3860841 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3861263.750000 Penalty: 5009.110840
	Iteration 13Q: 3 clusters Score -3861264 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3861530.500000 Penalty: 5009.110840
	Iteration 14Q: 3 clusters Score -3861530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3861694.500000 Penalty: 5009.110840
	Iteration 15Q: 3 clusters Score -3861694 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3861799.500000 Penalty: 5009.110840
	Iteration 16Q: 3 clusters Score -3861800 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3861857.500000 Penalty: 5009.110840
	Iteration 17Q: 3 clusters Score -3861858 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3861906.750000 Penalty: 5009.110840
	Iteration 18Q: 3 clusters Score -3861907 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3861937.000000 Penalty: 5009.110840
	Iteration 19Q: 3 clusters Score -3861937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3861956.750000 Penalty: 5009.110840
	Iteration 20F: 3 clusters Score -3861957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3861977.500000 Penalty: 5009.110840
	Iteration 21Q: 3 clusters Score -3861978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3861998.000000 Penalty: 5009.110840
	Iteration 22Q: 3 clusters Score -3861998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3862020.250000 Penalty: 5009.110840
	Iteration 23Q: 3 clusters Score -3862020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3862027.500000 Penalty: 5009.110840
	Iteration 24Q: 3 clusters Score -3862028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3862037.250000 Penalty: 5009.110840
	Iteration 25Q: 3 clusters Score -3862037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3862035.000000 Penalty: 5009.110840
	Iteration 26Q: 3 clusters Score -3862035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3862046.250000 Penalty: 5009.110840
	Iteration 27Q: 3 clusters Score -3862046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3862053.000000 Penalty: 5009.110840
	Iteration 28Q: 3 clusters Score -3862053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3862056.500000 Penalty: 5009.110840
	Iteration 29Q: 3 clusters Score -3862056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3862064.500000 Penalty: 5009.110840
	Iteration 30Q: 3 clusters Score -3862064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3862063.500000 Penalty: 5009.110840
	Iteration 31Q: 3 clusters Score -3862064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3862069.750000 Penalty: 5009.110840
	Iteration 32Q: 3 clusters Score -3862070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3862072.250000 Penalty: 5009.110840
	Iteration 33Q: 3 clusters Score -3862072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3862075.000000 Penalty: 5009.110840
	Iteration 34Q: 3 clusters Score -3862075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3862080.250000 Penalty: 5009.110840
	Iteration 35Q: 3 clusters Score -3862080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3862084.750000 Penalty: 5009.110840
	Iteration 36Q: 3 clusters Score -3862085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3862086.500000 Penalty: 5009.110840
	Iteration 37Q: 3 clusters Score -3862086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3862087.250000 Penalty: 5009.110840
	Iteration 38Q: 3 clusters Score -3862087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3862092.250000 Penalty: 5009.110840
	Iteration 39Q: 3 clusters Score -3862092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3862096.000000 Penalty: 5009.110840
	Iteration 40F: 3 clusters Score -3862096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3862093.500000 Penalty: 5009.110840
	Iteration 41Q: 3 clusters Score -3862094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3862095.000000 Penalty: 5009.110840
	Iteration 42Q: 3 clusters Score -3862095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3862095.000000 Penalty: 5009.110840
	Iteration 43F: 3 clusters Score -3862095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -281782.281250 Penalty: 1880.519165
	Iteration 0F: 2 clusters Score -281782.3 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 992 members 
Entering Unmasked Estep 
Score: -279190.812500 Penalty: 3761.038330
	Iteration 0F: 3 clusters Score -279190.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -279822.812500 Penalty: 3761.038330
	Iteration 1F: 3 clusters Score -279822.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -280129.187500 Penalty: 3761.038330
	Iteration 2F: 3 clusters Score -280129.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -280311.687500 Penalty: 3761.038330
	Iteration 3F: 3 clusters Score -280311.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -280478.781250 Penalty: 3761.038330
	Iteration 4Q: 3 clusters Score -280478.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -280654.562500 Penalty: 3761.038330
	Iteration 5Q: 3 clusters Score -280654.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -280782.781250 Penalty: 3761.038330
	Iteration 6Q: 3 clusters Score -280782.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -280874.968750 Penalty: 3761.038330
	Iteration 7Q: 3 clusters Score -280875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280938.812500 Penalty: 3761.038330
	Iteration 8Q: 3 clusters Score -280938.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -280983.062500 Penalty: 3761.038330
	Iteration 9Q: 3 clusters Score -280983.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -281024.625000 Penalty: 3761.038330
	Iteration 10Q: 3 clusters Score -281024.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -281045.906250 Penalty: 3761.038330
	Iteration 11Q: 3 clusters Score -281045.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -281066.875000 Penalty: 3761.038330
	Iteration 12Q: 3 clusters Score -281066.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -281083.187500 Penalty: 3761.038330
	Iteration 13Q: 3 clusters Score -281083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -281094.406250 Penalty: 3761.038330
	Iteration 14Q: 3 clusters Score -281094.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -281099.593750 Penalty: 3761.038330
	Iteration 15Q: 3 clusters Score -281099.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -281103.312500 Penalty: 3761.038330
	Iteration 16Q: 3 clusters Score -281103.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -281103.312500 Penalty: 3761.038330
	Iteration 17F: 3 clusters Score -281103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Entering Unmasked Estep 
Score: -1601027.375000 Penalty: 2291.470947
	Iteration 0F: 2 clusters Score -1601027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1593205.750000 Penalty: 4582.941895
	Iteration 0F: 3 clusters Score -1593206 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1595619.500000 Penalty: 4582.941895
	Iteration 1F: 3 clusters Score -1595620 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1596035.500000 Penalty: 4582.941895
	Iteration 2F: 3 clusters Score -1596036 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1596435.875000 Penalty: 4582.941895
	Iteration 3F: 3 clusters Score -1596436 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1596817.625000 Penalty: 4582.941895
	Iteration 4F: 3 clusters Score -1596818 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1597190.500000 Penalty: 4582.941895
	Iteration 5F: 3 clusters Score -1597190 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1597531.875000 Penalty: 4582.941895
	Iteration 6F: 3 clusters Score -1597532 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1597858.250000 Penalty: 4582.941895
	Iteration 7F: 3 clusters Score -1597858 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1598164.750000 Penalty: 4582.941895
	Iteration 8Q: 3 clusters Score -1598165 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1598451.750000 Penalty: 4582.941895
	Iteration 9Q: 3 clusters Score -1598452 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1598751.875000 Penalty: 4582.941895
	Iteration 10Q: 3 clusters Score -1598752 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1599013.125000 Penalty: 4582.941895
	Iteration 11Q: 3 clusters Score -1599013 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1599200.125000 Penalty: 4582.941895
	Iteration 12Q: 3 clusters Score -1599200 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1599337.750000 Penalty: 4582.941895
	Iteration 13Q: 3 clusters Score -1599338 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1599425.875000 Penalty: 4582.941895
	Iteration 14Q: 3 clusters Score -1599426 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1599478.375000 Penalty: 4582.941895
	Iteration 15Q: 3 clusters Score -1599478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1599508.250000 Penalty: 4582.941895
	Iteration 16Q: 3 clusters Score -1599508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1599529.375000 Penalty: 4582.941895
	Iteration 17Q: 3 clusters Score -1599529 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1599559.000000 Penalty: 4582.941895
	Iteration 18Q: 3 clusters Score -1599559 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1599582.250000 Penalty: 4582.941895
	Iteration 19Q: 3 clusters Score -1599582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1599599.500000 Penalty: 4582.941895
	Iteration 20F: 3 clusters Score -1599600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1599611.875000 Penalty: 4582.941895
	Iteration 21Q: 3 clusters Score -1599612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1599619.250000 Penalty: 4582.941895
	Iteration 22Q: 3 clusters Score -1599619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1599626.000000 Penalty: 4582.941895
	Iteration 23Q: 3 clusters Score -1599626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1599639.750000 Penalty: 4582.941895
	Iteration 24Q: 3 clusters Score -1599640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1599648.875000 Penalty: 4582.941895
	Iteration 25Q: 3 clusters Score -1599649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1599658.000000 Penalty: 4582.941895
	Iteration 26Q: 3 clusters Score -1599658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1599669.000000 Penalty: 4582.941895
	Iteration 27Q: 3 clusters Score -1599669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1599682.625000 Penalty: 4582.941895
	Iteration 28Q: 3 clusters Score -1599683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1599689.250000 Penalty: 4582.941895
	Iteration 29Q: 3 clusters Score -1599689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1599694.750000 Penalty: 4582.941895
	Iteration 30Q: 3 clusters Score -1599695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1599698.500000 Penalty: 4582.941895
	Iteration 31Q: 3 clusters Score -1599698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1599706.250000 Penalty: 4582.941895
	Iteration 32Q: 3 clusters Score -1599706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1599708.125000 Penalty: 4582.941895
	Iteration 33Q: 3 clusters Score -1599708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1599706.000000 Penalty: 4582.941895
	Iteration 34Q: 3 clusters Score -1599706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1599712.000000 Penalty: 4582.941895
	Iteration 35Q: 3 clusters Score -1599712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1599716.375000 Penalty: 4582.941895
	Iteration 36Q: 3 clusters Score -1599716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1599720.500000 Penalty: 4582.941895
	Iteration 37Q: 3 clusters Score -1599720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1599721.500000 Penalty: 4582.941895
	Iteration 38Q: 3 clusters Score -1599722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1599725.125000 Penalty: 4582.941895
	Iteration 39Q: 3 clusters Score -1599725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1599724.250000 Penalty: 4582.941895
	Iteration 40F: 3 clusters Score -1599724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1599726.125000 Penalty: 4582.941895
	Iteration 41Q: 3 clusters Score -1599726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1599728.625000 Penalty: 4582.941895
	Iteration 42Q: 3 clusters Score -1599729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1599729.625000 Penalty: 4582.941895
	Iteration 43Q: 3 clusters Score -1599730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1599730.000000 Penalty: 4582.941895
	Iteration 44Q: 3 clusters Score -1599730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1599735.375000 Penalty: 4582.941895
	Iteration 45Q: 3 clusters Score -1599735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1599748.125000 Penalty: 4582.941895
	Iteration 46Q: 3 clusters Score -1599748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1599750.250000 Penalty: 4582.941895
	Iteration 47Q: 3 clusters Score -1599750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1599754.250000 Penalty: 4582.941895
	Iteration 48Q: 3 clusters Score -1599754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1599755.125000 Penalty: 4582.941895
	Iteration 49Q: 3 clusters Score -1599755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1599761.125000 Penalty: 4582.941895
	Iteration 50Q: 3 clusters Score -1599761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1599766.125000 Penalty: 4582.941895
	Iteration 51Q: 3 clusters Score -1599766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1599769.375000 Penalty: 4582.941895
	Iteration 52Q: 3 clusters Score -1599769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1599773.750000 Penalty: 4582.941895
	Iteration 53Q: 3 clusters Score -1599774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1599774.625000 Penalty: 4582.941895
	Iteration 54Q: 3 clusters Score -1599775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1599774.375000 Penalty: 4582.941895
	Iteration 55Q: 3 clusters Score -1599774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1599774.875000 Penalty: 4582.941895
	Iteration 56Q: 3 clusters Score -1599775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1599775.625000 Penalty: 4582.941895
	Iteration 57Q: 3 clusters Score -1599776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1599776.375000 Penalty: 4582.941895
	Iteration 58Q: 3 clusters Score -1599776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1599775.875000 Penalty: 4582.941895
	Iteration 59Q: 3 clusters Score -1599776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1599774.875000 Penalty: 4582.941895
	Iteration 60F: 3 clusters Score -1599775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1599775.500000 Penalty: 4582.941895
	Iteration 61Q: 3 clusters Score -1599776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1599777.750000 Penalty: 4582.941895
	Iteration 62Q: 3 clusters Score -1599778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1599776.250000 Penalty: 4582.941895
	Iteration 63Q: 3 clusters Score -1599776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1599776.250000 Penalty: 4582.941895
	Iteration 64F: 3 clusters Score -1599776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Entering Unmasked Estep 
Score: -1889447.125000 Penalty: 2335.443359
	Iteration 0F: 2 clusters Score -1889447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1880273.750000 Penalty: 4670.886719
	Iteration 0F: 3 clusters Score -1880274 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1883018.875000 Penalty: 4670.886719
	Iteration 1F: 3 clusters Score -1883019 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1883418.250000 Penalty: 4670.886719
	Iteration 2F: 3 clusters Score -1883418 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1883785.125000 Penalty: 4670.886719
	Iteration 3F: 3 clusters Score -1883785 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1884169.750000 Penalty: 4670.886719
	Iteration 4F: 3 clusters Score -1884170 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1884556.375000 Penalty: 4670.886719
	Iteration 5Q: 3 clusters Score -1884556 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1884944.875000 Penalty: 4670.886719
	Iteration 6Q: 3 clusters Score -1884945 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1885312.250000 Penalty: 4670.886719
	Iteration 7Q: 3 clusters Score -1885312 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1885669.750000 Penalty: 4670.886719
	Iteration 8Q: 3 clusters Score -1885670 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1885982.625000 Penalty: 4670.886719
	Iteration 9Q: 3 clusters Score -1885983 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1886301.625000 Penalty: 4670.886719
	Iteration 10Q: 3 clusters Score -1886302 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1886611.625000 Penalty: 4670.886719
	Iteration 11Q: 3 clusters Score -1886612 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1886915.875000 Penalty: 4670.886719
	Iteration 12Q: 3 clusters Score -1886916 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1887214.750000 Penalty: 4670.886719
	Iteration 13Q: 3 clusters Score -1887215 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1887459.625000 Penalty: 4670.886719
	Iteration 14Q: 3 clusters Score -1887460 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1887660.250000 Penalty: 4670.886719
	Iteration 15Q: 3 clusters Score -1887660 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1887858.000000 Penalty: 4670.886719
	Iteration 16Q: 3 clusters Score -1887858 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1888057.250000 Penalty: 4670.886719
	Iteration 17Q: 3 clusters Score -1888057 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1888235.750000 Penalty: 4670.886719
	Iteration 18Q: 3 clusters Score -1888236 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1888342.625000 Penalty: 4670.886719
	Iteration 19Q: 3 clusters Score -1888343 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1888418.125000 Penalty: 4670.886719
	Iteration 20F: 3 clusters Score -1888418 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1888467.750000 Penalty: 4670.886719
	Iteration 21Q: 3 clusters Score -1888468 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1888497.000000 Penalty: 4670.886719
	Iteration 22Q: 3 clusters Score -1888497 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1888521.250000 Penalty: 4670.886719
	Iteration 23Q: 3 clusters Score -1888521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1888529.000000 Penalty: 4670.886719
	Iteration 24Q: 3 clusters Score -1888529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1888547.875000 Penalty: 4670.886719
	Iteration 25Q: 3 clusters Score -1888548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1888556.375000 Penalty: 4670.886719
	Iteration 26Q: 3 clusters Score -1888556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1888561.625000 Penalty: 4670.886719
	Iteration 27Q: 3 clusters Score -1888562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1888568.375000 Penalty: 4670.886719
	Iteration 28Q: 3 clusters Score -1888568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1888566.375000 Penalty: 4670.886719
	Iteration 29Q: 3 clusters Score -1888566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1888573.750000 Penalty: 4670.886719
	Iteration 30Q: 3 clusters Score -1888574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1888574.625000 Penalty: 4670.886719
	Iteration 31Q: 3 clusters Score -1888575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1888577.375000 Penalty: 4670.886719
	Iteration 32Q: 3 clusters Score -1888577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1888576.125000 Penalty: 4670.886719
	Iteration 33Q: 3 clusters Score -1888576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1888575.000000 Penalty: 4670.886719
	Iteration 34Q: 3 clusters Score -1888575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1888574.875000 Penalty: 4670.886719
	Iteration 35Q: 3 clusters Score -1888575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1888574.875000 Penalty: 4670.886719
	Iteration 36F: 3 clusters Score -1888575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97484.007812 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97484.01 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97869.937500 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -97869.94 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98156.328125 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98156.33 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98557.250000 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98557.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98976.578125 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -98976.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99137.679688 Penalty: 3284.217285
	Iteration 5F: 3 clusters Score -99137.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -99216.906250 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -99216.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99263.781250 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -99263.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99323.078125 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -99323.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -99393.468750 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -99393.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99453.078125 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -99453.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99491.328125 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -99491.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99520.312500 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -99520.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -99535.804688 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -99535.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99555.250000 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -99555.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -99562.710938 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -99562.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -99562.710938 Penalty: 3284.217285
	Iteration 16F: 3 clusters Score -99562.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 197 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99326 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 554 members 
Entering Unmasked Estep 
Score: -86721832.000000 Penalty: 128097.218750
Splitting cluster 15 changes total score from -86723088.000000 to -86721832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Entering Unmasked Estep 
Score: -5351072.500000 Penalty: 2591.475342
	Iteration 0F: 2 clusters Score -5351072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5327572.000000 Penalty: 5182.950684
	Iteration 0F: 3 clusters Score -5327572 nChanged 15594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -5336047.000000 Penalty: 5182.950684
	Iteration 1F: 3 clusters Score -5336047 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5336627.500000 Penalty: 5182.950684
	Iteration 2Q: 3 clusters Score -5336628 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -5337280.000000 Penalty: 5182.950684
	Iteration 3Q: 3 clusters Score -5337280 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5338008.000000 Penalty: 5182.950684
	Iteration 4Q: 3 clusters Score -5338008 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5338840.500000 Penalty: 5182.950684
	Iteration 5F: 3 clusters Score -5338840 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -5339863.000000 Penalty: 5182.950684
	Iteration 6F: 3 clusters Score -5339863 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -5340911.500000 Penalty: 5182.950684
	Iteration 7F: 3 clusters Score -5340912 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -5341954.500000 Penalty: 5182.950684
	Iteration 8F: 3 clusters Score -5341954 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -5342952.000000 Penalty: 5182.950684
	Iteration 9F: 3 clusters Score -5342952 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5343847.000000 Penalty: 5182.950684
	Iteration 10Q: 3 clusters Score -5343847 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -5344607.500000 Penalty: 5182.950684
	Iteration 11Q: 3 clusters Score -5344608 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -5345277.500000 Penalty: 5182.950684
	Iteration 12Q: 3 clusters Score -5345278 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5345999.500000 Penalty: 5182.950684
	Iteration 13Q: 3 clusters Score -5346000 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5346727.000000 Penalty: 5182.950684
	Iteration 14Q: 3 clusters Score -5346727 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5347411.000000 Penalty: 5182.950684
	Iteration 15Q: 3 clusters Score -5347411 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5347899.000000 Penalty: 5182.950684
	Iteration 16Q: 3 clusters Score -5347899 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5348191.000000 Penalty: 5182.950684
	Iteration 17Q: 3 clusters Score -5348191 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5348360.000000 Penalty: 5182.950684
	Iteration 18Q: 3 clusters Score -5348360 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5348493.000000 Penalty: 5182.950684
	Iteration 19Q: 3 clusters Score -5348493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5348577.000000 Penalty: 5182.950684
	Iteration 20F: 3 clusters Score -5348577 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5348655.500000 Penalty: 5182.950684
	Iteration 21Q: 3 clusters Score -5348656 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5348705.500000 Penalty: 5182.950684
	Iteration 22Q: 3 clusters Score -5348706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5348739.500000 Penalty: 5182.950684
	Iteration 23Q: 3 clusters Score -5348740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5348762.000000 Penalty: 5182.950684
	Iteration 24Q: 3 clusters Score -5348762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5348791.000000 Penalty: 5182.950684
	Iteration 25Q: 3 clusters Score -5348791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5348814.500000 Penalty: 5182.950684
	Iteration 26Q: 3 clusters Score -5348814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5348839.000000 Penalty: 5182.950684
	Iteration 27Q: 3 clusters Score -5348839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5348854.500000 Penalty: 5182.950684
	Iteration 28Q: 3 clusters Score -5348854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5348865.500000 Penalty: 5182.950684
	Iteration 29Q: 3 clusters Score -5348866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5348866.500000 Penalty: 5182.950684
	Iteration 30Q: 3 clusters Score -5348866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5348875.000000 Penalty: 5182.950684
	Iteration 31Q: 3 clusters Score -5348875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5348879.000000 Penalty: 5182.950684
	Iteration 32Q: 3 clusters Score -5348879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5348888.500000 Penalty: 5182.950684
	Iteration 33Q: 3 clusters Score -5348888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5348893.500000 Penalty: 5182.950684
	Iteration 34Q: 3 clusters Score -5348894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5348897.000000 Penalty: 5182.950684
	Iteration 35Q: 3 clusters Score -5348897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5348902.500000 Penalty: 5182.950684
	Iteration 36Q: 3 clusters Score -5348902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5348909.500000 Penalty: 5182.950684
	Iteration 37Q: 3 clusters Score -5348910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5348906.000000 Penalty: 5182.950684
	Iteration 38Q: 3 clusters Score -5348906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5348909.500000 Penalty: 5182.950684
	Iteration 39Q: 3 clusters Score -5348910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5348908.500000 Penalty: 5182.950684
	Iteration 40F: 3 clusters Score -5348908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5348909.500000 Penalty: 5182.950684
	Iteration 41Q: 3 clusters Score -5348910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5348915.500000 Penalty: 5182.950684
	Iteration 42Q: 3 clusters Score -5348916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5348914.500000 Penalty: 5182.950684
	Iteration 43Q: 3 clusters Score -5348914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5348920.000000 Penalty: 5182.950684
	Iteration 44Q: 3 clusters Score -5348920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5348920.500000 Penalty: 5182.950684
	Iteration 45Q: 3 clusters Score -5348920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5348920.500000 Penalty: 5182.950684
	Iteration 46F: 3 clusters Score -5348920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -254665.812500 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -254665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -252263.046875 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -252263 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -252681.796875 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -252681.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -252824.828125 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -252824.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -252898.515625 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -252898.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -252968.046875 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -252968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -253014.218750 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -253014.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -253048.109375 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -253048.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -253068.328125 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -253068.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -253077.078125 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -253077.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -253088.718750 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -253088.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -253093.515625 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -253093.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -253096.265625 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -253096.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -253097.453125 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -253097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -253098.671875 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -253098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -253100.125000 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -253100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -253104.109375 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -253104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -253107.015625 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -253107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -253112.015625 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -253112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -253117.218750 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -253117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -253118.843750 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -253118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -253119.781250 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -253119.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -253120.046875 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -253120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -253120.046875 Penalty: 3687.098633
	Iteration 22F: 3 clusters Score -253120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Entering Unmasked Estep 
Score: -981401.625000 Penalty: 2166.210938
	Iteration 0F: 2 clusters Score -981401.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -976110.625000 Penalty: 4332.421875
	Iteration 0F: 3 clusters Score -976110.6 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -977467.500000 Penalty: 4332.421875
	Iteration 1F: 3 clusters Score -977467.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -977692.812500 Penalty: 4332.421875
	Iteration 2F: 3 clusters Score -977692.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -977852.625000 Penalty: 4332.421875
	Iteration 3Q: 3 clusters Score -977852.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -978036.500000 Penalty: 4332.421875
	Iteration 4Q: 3 clusters Score -978036.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -978208.500000 Penalty: 4332.421875
	Iteration 5Q: 3 clusters Score -978208.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -978400.937500 Penalty: 4332.421875
	Iteration 6Q: 3 clusters Score -978400.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -978626.187500 Penalty: 4332.421875
	Iteration 7Q: 3 clusters Score -978626.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -978870.187500 Penalty: 4332.421875
	Iteration 8F: 3 clusters Score -978870.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -979088.937500 Penalty: 4332.421875
	Iteration 9Q: 3 clusters Score -979088.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -979269.062500 Penalty: 4332.421875
	Iteration 10Q: 3 clusters Score -979269.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -979424.812500 Penalty: 4332.421875
	Iteration 11Q: 3 clusters Score -979424.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -979544.687500 Penalty: 4332.421875
	Iteration 12Q: 3 clusters Score -979544.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -979634.187500 Penalty: 4332.421875
	Iteration 13Q: 3 clusters Score -979634.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -979686.187500 Penalty: 4332.421875
	Iteration 14Q: 3 clusters Score -979686.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -979730.250000 Penalty: 4332.421875
	Iteration 15Q: 3 clusters Score -979730.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -979755.312500 Penalty: 4332.421875
	Iteration 16Q: 3 clusters Score -979755.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -979782.187500 Penalty: 4332.421875
	Iteration 17Q: 3 clusters Score -979782.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -979802.625000 Penalty: 4332.421875
	Iteration 18Q: 3 clusters Score -979802.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -979815.937500 Penalty: 4332.421875
	Iteration 19Q: 3 clusters Score -979815.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -979826.562500 Penalty: 4332.421875
	Iteration 20F: 3 clusters Score -979826.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -979839.562500 Penalty: 4332.421875
	Iteration 21Q: 3 clusters Score -979839.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -979848.437500 Penalty: 4332.421875
	Iteration 22Q: 3 clusters Score -979848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -979855.375000 Penalty: 4332.421875
	Iteration 23Q: 3 clusters Score -979855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -979857.250000 Penalty: 4332.421875
	Iteration 24Q: 3 clusters Score -979857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -979858.625000 Penalty: 4332.421875
	Iteration 25Q: 3 clusters Score -979858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -979859.187500 Penalty: 4332.421875
	Iteration 26Q: 3 clusters Score -979859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -979859.187500 Penalty: 4332.421875
	Iteration 27F: 3 clusters Score -979859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1209718.750000 Penalty: 2221.973145
	Iteration 0F: 2 clusters Score -1209719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1203467.375000 Penalty: 4443.946289
	Iteration 0F: 3 clusters Score -1203467 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1205261.125000 Penalty: 4443.946289
	Iteration 1F: 3 clusters Score -1205261 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1205666.250000 Penalty: 4443.946289
	Iteration 2F: 3 clusters Score -1205666 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1205943.875000 Penalty: 4443.946289
	Iteration 3F: 3 clusters Score -1205944 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1206137.875000 Penalty: 4443.946289
	Iteration 4Q: 3 clusters Score -1206138 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1206269.000000 Penalty: 4443.946289
	Iteration 5Q: 3 clusters Score -1206269 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1206399.375000 Penalty: 4443.946289
	Iteration 6Q: 3 clusters Score -1206399 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1206524.000000 Penalty: 4443.946289
	Iteration 7Q: 3 clusters Score -1206524 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1206629.750000 Penalty: 4443.946289
	Iteration 8Q: 3 clusters Score -1206630 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1206727.750000 Penalty: 4443.946289
	Iteration 9Q: 3 clusters Score -1206728 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1206817.000000 Penalty: 4443.946289
	Iteration 10Q: 3 clusters Score -1206817 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1206918.500000 Penalty: 4443.946289
	Iteration 11Q: 3 clusters Score -1206918 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1207028.250000 Penalty: 4443.946289
	Iteration 12Q: 3 clusters Score -1207028 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1207174.500000 Penalty: 4443.946289
	Iteration 13Q: 3 clusters Score -1207174 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1207357.500000 Penalty: 4443.946289
	Iteration 14Q: 3 clusters Score -1207358 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1207560.625000 Penalty: 4443.946289
	Iteration 15Q: 3 clusters Score -1207561 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1207809.500000 Penalty: 4443.946289
	Iteration 16Q: 3 clusters Score -1207810 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1207997.125000 Penalty: 4443.946289
	Iteration 17Q: 3 clusters Score -1207997 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1208162.500000 Penalty: 4443.946289
	Iteration 18Q: 3 clusters Score -1208162 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1208293.625000 Penalty: 4443.946289
	Iteration 19Q: 3 clusters Score -1208294 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1208362.125000 Penalty: 4443.946289
	Iteration 20F: 3 clusters Score -1208362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1208403.125000 Penalty: 4443.946289
	Iteration 21Q: 3 clusters Score -1208403 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1208429.375000 Penalty: 4443.946289
	Iteration 22Q: 3 clusters Score -1208429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1208447.875000 Penalty: 4443.946289
	Iteration 23Q: 3 clusters Score -1208448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1208461.500000 Penalty: 4443.946289
	Iteration 24Q: 3 clusters Score -1208462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1208467.500000 Penalty: 4443.946289
	Iteration 25Q: 3 clusters Score -1208468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1208473.750000 Penalty: 4443.946289
	Iteration 26Q: 3 clusters Score -1208474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1208481.875000 Penalty: 4443.946289
	Iteration 27Q: 3 clusters Score -1208482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1208486.750000 Penalty: 4443.946289
	Iteration 28Q: 3 clusters Score -1208487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1208488.625000 Penalty: 4443.946289
	Iteration 29Q: 3 clusters Score -1208489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1208492.500000 Penalty: 4443.946289
	Iteration 30Q: 3 clusters Score -1208492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1208495.125000 Penalty: 4443.946289
	Iteration 31Q: 3 clusters Score -1208495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1208495.125000 Penalty: 4443.946289
	Iteration 32Q: 3 clusters Score -1208495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1208496.375000 Penalty: 4443.946289
	Iteration 33Q: 3 clusters Score -1208496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1208498.125000 Penalty: 4443.946289
	Iteration 34Q: 3 clusters Score -1208498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1208498.750000 Penalty: 4443.946289
	Iteration 35Q: 3 clusters Score -1208499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1208499.250000 Penalty: 4443.946289
	Iteration 36Q: 3 clusters Score -1208499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1208499.250000 Penalty: 4443.946289
	Iteration 37F: 3 clusters Score -1208499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68219.875000 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68219.88 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68520.101562 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68520.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68641.773438 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68641.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68758.828125 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -68758.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68819.156250 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68819.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68849.585938 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68849.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68887.882812 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68887.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68901.804688 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -68901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68915.757812 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -68915.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68919.726562 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -68919.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68924.843750 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -68924.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -68928.757812 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -68928.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68935.843750 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -68935.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68938.578125 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -68938.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68946.171875 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -68946.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68946.171875 Penalty: 3189.140869
	Iteration 15F: 3 clusters Score -68946.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -379246.906250 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -379246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -376366.437500 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -376366.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -376935.187500 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -376935.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -377086.656250 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -377086.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -377168.125000 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -377168.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -377214.125000 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -377214.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -377238.312500 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -377238.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -377250.187500 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -377250.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -377262.125000 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -377262.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -377273.093750 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -377273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -377283.031250 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -377283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -377291.968750 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -377292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -377296.781250 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -377296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -377302.750000 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -377302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -377306.937500 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -377306.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -377312.031250 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -377312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -377315.343750 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -377315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -377320.468750 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -377320.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -377322.718750 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -377322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -377325.281250 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -377325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -377327.468750 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -377327.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -377331.250000 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -377331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -377333.562500 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -377333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -377334.000000 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -377334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -377334.000000 Penalty: 3863.158691
	Iteration 23F: 3 clusters Score -377334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 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 444 members 
Entering Unmasked Estep 
Score: -120022.648438 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -120022.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120390.781250 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120390.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120496.320312 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120496.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -120589.445312 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -120589.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -120694.351562 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120694.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -120813.273438 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -120813.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -120911.406250 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -120911.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -121007.156250 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -121007.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -121064.554688 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -121064.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -121123.531250 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -121123.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -121186.640625 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -121186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -121209.085938 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -121209.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -121217.382812 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -121217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -121224.984375 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -121225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -121235.500000 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -121235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -121241.757812 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -121241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121247.992188 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -121248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -121252.453125 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -121252.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -121258.531250 Penalty: 3365.651611
	Iteration 18Q: 3 clusters Score -121258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -121260.710938 Penalty: 3365.651611
	Iteration 19Q: 3 clusters Score -121260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -121263.062500 Penalty: 3365.651611
	Iteration 20F: 3 clusters Score -121263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -228556.359375 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228556.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -228999.312500 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228999.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -229222.687500 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229222.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -229391.625000 Penalty: 3658.437500
	Iteration 3F: 3 clusters Score -229391.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -229510.843750 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229510.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -229602.687500 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229602.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -229677.890625 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229677.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -229738.593750 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229738.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -229769.515625 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229769.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -229797.609375 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229797.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -229832.437500 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229832.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -229869.953125 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -229893.468750 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -229913.890625 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229913.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -229925.187500 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -229933.062500 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -229937.062500 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229937.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -229941.875000 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -229942.703125 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -229943.781250 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -229944.718750 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229944.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Entering Unmasked Estep 
Score: -17278368.000000 Penalty: 2878.031738
	Iteration 0F: 2 clusters Score -1.727837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -17207424.000000 Penalty: 5756.063477
	Iteration 0F: 3 clusters Score -1.720742e+07 nChanged 51984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -17236422.000000 Penalty: 5756.063477
	Iteration 1F: 3 clusters Score -1.723642e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -17237020.000000 Penalty: 5756.063477
	Iteration 2Q: 3 clusters Score -1.723702e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -17237948.000000 Penalty: 5756.063477
	Iteration 3Q: 3 clusters Score -1.723795e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -17239086.000000 Penalty: 5756.063477
	Iteration 4Q: 3 clusters Score -1.723909e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -17241028.000000 Penalty: 5756.063477
	Iteration 5Q: 3 clusters Score -1.724103e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -17244404.000000 Penalty: 5756.063477
	Iteration 6F: 3 clusters Score -1.72444e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 78767 members 
Entering Unmasked Estep 
Score: -17250026.000000 Penalty: 5756.063477
	Iteration 7F: 3 clusters Score -1.725003e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -17257578.000000 Penalty: 5756.063477
	Iteration 8F: 3 clusters Score -1.725758e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -17265616.000000 Penalty: 5756.063477
	Iteration 9F: 3 clusters Score -1.726562e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -17271296.000000 Penalty: 5756.063477
	Iteration 10F: 3 clusters Score -1.72713e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 106265 members 
Entering Unmasked Estep 
Score: -17274010.000000 Penalty: 5756.063477
	Iteration 11Q: 3 clusters Score -1.727401e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -17275168.000000 Penalty: 5756.063477
	Iteration 12Q: 3 clusters Score -1.727517e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
Score: -17275592.000000 Penalty: 5756.063477
	Iteration 13Q: 3 clusters Score -1.727559e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 109103 members 
Entering Unmasked Estep 
Score: -17275754.000000 Penalty: 5756.063477
	Iteration 14Q: 3 clusters Score -1.727575e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -17275840.000000 Penalty: 5756.063477
	Iteration 15Q: 3 clusters Score -1.727584e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 109278 members 
Entering Unmasked Estep 
Score: -17275906.000000 Penalty: 5756.063477
	Iteration 16Q: 3 clusters Score -1.727591e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 109312 members 
Entering Unmasked Estep 
Score: -17275920.000000 Penalty: 5756.063477
	Iteration 17Q: 3 clusters Score -1.727592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 109336 members 
Entering Unmasked Estep 
Score: -17275976.000000 Penalty: 5756.063477
	Iteration 18Q: 3 clusters Score -1.727598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 109351 members 
Entering Unmasked Estep 
Score: -17275980.000000 Penalty: 5756.063477
	Iteration 19Q: 3 clusters Score -1.727598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -17275978.000000 Penalty: 5756.063477
	Iteration 20F: 3 clusters Score -1.727598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 109363 members 
Entering Unmasked Estep 
Score: -17275976.000000 Penalty: 5756.063477
	Iteration 21Q: 3 clusters Score -1.727598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -17275990.000000 Penalty: 5756.063477
	Iteration 22Q: 3 clusters Score -1.727599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 109371 members 
Entering Unmasked Estep 
Score: -17276002.000000 Penalty: 5756.063477
	Iteration 23Q: 3 clusters Score -1.7276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -17276024.000000 Penalty: 5756.063477
	Iteration 24Q: 3 clusters Score -1.727602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -17276036.000000 Penalty: 5756.063477
	Iteration 25Q: 3 clusters Score -1.727604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -17276032.000000 Penalty: 5756.063477
	Iteration 26Q: 3 clusters Score -1.727603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 109380 members 
Entering Unmasked Estep 
Score: -17276028.000000 Penalty: 5756.063477
	Iteration 27Q: 3 clusters Score -1.727603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 109382 members 
Entering Unmasked Estep 
Score: -17276026.000000 Penalty: 5756.063477
	Iteration 28Q: 3 clusters Score -1.727603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -17276020.000000 Penalty: 5756.063477
	Iteration 29Q: 3 clusters Score -1.727602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 109384 members 
Entering Unmasked Estep 
Score: -17276022.000000 Penalty: 5756.063477
	Iteration 30Q: 3 clusters Score -1.727602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 109384 members 
Entering Unmasked Estep 
Score: -17276022.000000 Penalty: 5756.063477
	Iteration 31F: 3 clusters Score -1.727602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -436577.750000 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -436577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -433388.593750 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -433388.6 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -434009.781250 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -434009.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -434174.156250 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -434174.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -434276.406250 Penalty: 3960.293457
	Iteration 3F: 3 clusters Score -434276.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -434366.500000 Penalty: 3960.293457
	Iteration 4Q: 3 clusters Score -434366.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -434486.593750 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -434486.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -434623.343750 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -434623.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -434748.031250 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -434748 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -434851.625000 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -434851.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -434931.750000 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -434931.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -435004.625000 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -435004.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -435076.281250 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -435076.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -435152.406250 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -435152.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -435213.093750 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -435213.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -435249.250000 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -435249.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -435276.937500 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -435276.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -435292.718750 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -435292.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -435304.312500 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -435304.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -435315.250000 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -435315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -435324.062500 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -435324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -435330.375000 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -435330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -435334.187500 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -435334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -435337.250000 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -435337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -435341.000000 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -435341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -435342.093750 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -435342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -435342.625000 Penalty: 3960.293457
	Iteration 25Q: 3 clusters Score -435342.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -435343.843750 Penalty: 3960.293457
	Iteration 26Q: 3 clusters Score -435343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -435344.468750 Penalty: 3960.293457
	Iteration 27Q: 3 clusters Score -435344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -435344.468750 Penalty: 3960.293457
	Iteration 28F: 3 clusters Score -435344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (99326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Entering Unmasked Estep 
Score: -15681914.000000 Penalty: 2853.528320
	Iteration 0F: 2 clusters Score -1.568191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -15616636.000000 Penalty: 5707.056641
	Iteration 0F: 3 clusters Score -1.561664e+07 nChanged 46946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -15643389.000000 Penalty: 5707.056641
	Iteration 1F: 3 clusters Score -1.564339e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -15644110.000000 Penalty: 5707.056641
	Iteration 2Q: 3 clusters Score -1.564411e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -15645054.000000 Penalty: 5707.056641
	Iteration 3Q: 3 clusters Score -1.564505e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -15646130.000000 Penalty: 5707.056641
	Iteration 4Q: 3 clusters Score -1.564613e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -15647725.000000 Penalty: 5707.056641
	Iteration 5Q: 3 clusters Score -1.564772e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 59624 members 
Entering Unmasked Estep 
Score: -15649623.000000 Penalty: 5707.056641
	Iteration 6Q: 3 clusters Score -1.564962e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 63525 members 
Entering Unmasked Estep 
Score: -15652254.000000 Penalty: 5707.056641
	Iteration 7Q: 3 clusters Score -1.565225e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -15655713.000000 Penalty: 5707.056641
	Iteration 8F: 3 clusters Score -1.565571e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 73334 members 
Entering Unmasked Estep 
Score: -15660033.000000 Penalty: 5707.056641
	Iteration 9F: 3 clusters Score -1.566003e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -15664591.000000 Penalty: 5707.056641
	Iteration 10F: 3 clusters Score -1.566459e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 82970 members 
Entering Unmasked Estep 
Score: -15668555.000000 Penalty: 5707.056641
	Iteration 11F: 3 clusters Score -1.566856e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 86368 members 
Entering Unmasked Estep 
Score: -15671395.000000 Penalty: 5707.056641
	Iteration 12Q: 3 clusters Score -1.56714e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -15673467.000000 Penalty: 5707.056641
	Iteration 13Q: 3 clusters Score -1.567347e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -15674926.000000 Penalty: 5707.056641
	Iteration 14Q: 3 clusters Score -1.567493e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -15675903.000000 Penalty: 5707.056641
	Iteration 15Q: 3 clusters Score -1.56759e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 94249 members 
Entering Unmasked Estep 
Score: -15676772.000000 Penalty: 5707.056641
	Iteration 16Q: 3 clusters Score -1.567677e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -15677458.000000 Penalty: 5707.056641
	Iteration 17Q: 3 clusters Score -1.567746e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -15678099.000000 Penalty: 5707.056641
	Iteration 18Q: 3 clusters Score -1.56781e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 97202 members 
Entering Unmasked Estep 
Score: -15678521.000000 Penalty: 5707.056641
	Iteration 19Q: 3 clusters Score -1.567852e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -15678792.000000 Penalty: 5707.056641
	Iteration 20F: 3 clusters Score -1.567879e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 98109 members 
Entering Unmasked Estep 
Score: -15679019.000000 Penalty: 5707.056641
	Iteration 21Q: 3 clusters Score -1.567902e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -15679153.000000 Penalty: 5707.056641
	Iteration 22Q: 3 clusters Score -1.567915e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -15679262.000000 Penalty: 5707.056641
	Iteration 23Q: 3 clusters Score -1.567926e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -15679298.000000 Penalty: 5707.056641
	Iteration 24Q: 3 clusters Score -1.56793e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -15679320.000000 Penalty: 5707.056641
	Iteration 25Q: 3 clusters Score -1.567932e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -15679325.000000 Penalty: 5707.056641
	Iteration 26Q: 3 clusters Score -1.567932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 98721 members 
Entering Unmasked Estep 
Score: -15679357.000000 Penalty: 5707.056641
	Iteration 27Q: 3 clusters Score -1.567936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -15679373.000000 Penalty: 5707.056641
	Iteration 28Q: 3 clusters Score -1.567937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -15679378.000000 Penalty: 5707.056641
	Iteration 29Q: 3 clusters Score -1.567938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -15679385.000000 Penalty: 5707.056641
	Iteration 30Q: 3 clusters Score -1.567938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 98780 members 
Entering Unmasked Estep 
Score: -15679388.000000 Penalty: 5707.056641
	Iteration 31Q: 3 clusters Score -1.567939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -15679385.000000 Penalty: 5707.056641
	Iteration 32Q: 3 clusters Score -1.567938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -15679382.000000 Penalty: 5707.056641
	Iteration 33Q: 3 clusters Score -1.567938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 98808 members 
Entering Unmasked Estep 
Score: -15679390.000000 Penalty: 5707.056641
	Iteration 34Q: 3 clusters Score -1.567939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -15679401.000000 Penalty: 5707.056641
	Iteration 35Q: 3 clusters Score -1.56794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -15679399.000000 Penalty: 5707.056641
	Iteration 36Q: 3 clusters Score -1.56794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -15679402.000000 Penalty: 5707.056641
	Iteration 37Q: 3 clusters Score -1.56794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 98832 members 
Entering Unmasked Estep 
Score: -15679411.000000 Penalty: 5707.056641
	Iteration 38Q: 3 clusters Score -1.567941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -15679406.000000 Penalty: 5707.056641
	Iteration 39Q: 3 clusters Score -1.567941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 98840 members 
Entering Unmasked Estep 
Score: -15679424.000000 Penalty: 5707.056641
	Iteration 40F: 3 clusters Score -1.567942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -15679431.000000 Penalty: 5707.056641
	Iteration 41Q: 3 clusters Score -1.567943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 98847 members 
Entering Unmasked Estep 
Score: -15679426.000000 Penalty: 5707.056641
	Iteration 42Q: 3 clusters Score -1.567943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -15679431.000000 Penalty: 5707.056641
	Iteration 43Q: 3 clusters Score -1.567943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -15679435.000000 Penalty: 5707.056641
	Iteration 44Q: 3 clusters Score -1.567944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -15679434.000000 Penalty: 5707.056641
	Iteration 45Q: 3 clusters Score -1.567943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -15679436.000000 Penalty: 5707.056641
	Iteration 46Q: 3 clusters Score -1.567944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -15679440.000000 Penalty: 5707.056641
	Iteration 47Q: 3 clusters Score -1.567944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -15679440.000000 Penalty: 5707.056641
	Iteration 48F: 3 clusters Score -1.567944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73652.679688 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73652.68 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73868.914062 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73868.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -73955.773438 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -73955.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73979.343750 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -73979.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73984.273438 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -73984.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73989.195312 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -73989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73990.671875 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -73990.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73990.671875 Penalty: 3144.818115
	Iteration 7F: 3 clusters Score -73990.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -2416348.250000 Penalty: 2390.988770
	Iteration 0F: 2 clusters Score -2416348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2405227.750000 Penalty: 4781.977539
	Iteration 0F: 3 clusters Score -2405228 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2408892.250000 Penalty: 4781.977539
	Iteration 1F: 3 clusters Score -2408892 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2409409.750000 Penalty: 4781.977539
	Iteration 2F: 3 clusters Score -2409410 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2409958.250000 Penalty: 4781.977539
	Iteration 3F: 3 clusters Score -2409958 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2410470.500000 Penalty: 4781.977539
	Iteration 4F: 3 clusters Score -2410470 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2411003.500000 Penalty: 4781.977539
	Iteration 5F: 3 clusters Score -2411004 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2411569.750000 Penalty: 4781.977539
	Iteration 6F: 3 clusters Score -2411570 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2412197.000000 Penalty: 4781.977539
	Iteration 7F: 3 clusters Score -2412197 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2412768.000000 Penalty: 4781.977539
	Iteration 8Q: 3 clusters Score -2412768 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2413238.750000 Penalty: 4781.977539
	Iteration 9Q: 3 clusters Score -2413239 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2413655.500000 Penalty: 4781.977539
	Iteration 10Q: 3 clusters Score -2413656 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2414012.250000 Penalty: 4781.977539
	Iteration 11Q: 3 clusters Score -2414012 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2414265.750000 Penalty: 4781.977539
	Iteration 12Q: 3 clusters Score -2414266 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2414384.250000 Penalty: 4781.977539
	Iteration 13Q: 3 clusters Score -2414384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2414480.500000 Penalty: 4781.977539
	Iteration 14Q: 3 clusters Score -2414480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2414551.000000 Penalty: 4781.977539
	Iteration 15Q: 3 clusters Score -2414551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2414591.750000 Penalty: 4781.977539
	Iteration 16Q: 3 clusters Score -2414592 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2414624.000000 Penalty: 4781.977539
	Iteration 17Q: 3 clusters Score -2414624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2414650.250000 Penalty: 4781.977539
	Iteration 18Q: 3 clusters Score -2414650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2414672.000000 Penalty: 4781.977539
	Iteration 19Q: 3 clusters Score -2414672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2414682.000000 Penalty: 4781.977539
	Iteration 20F: 3 clusters Score -2414682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2414693.250000 Penalty: 4781.977539
	Iteration 21Q: 3 clusters Score -2414693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2414698.500000 Penalty: 4781.977539
	Iteration 22Q: 3 clusters Score -2414698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2414702.750000 Penalty: 4781.977539
	Iteration 23Q: 3 clusters Score -2414703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2414708.250000 Penalty: 4781.977539
	Iteration 24Q: 3 clusters Score -2414708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2414714.000000 Penalty: 4781.977539
	Iteration 25Q: 3 clusters Score -2414714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2414712.250000 Penalty: 4781.977539
	Iteration 26Q: 3 clusters Score -2414712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2414720.250000 Penalty: 4781.977539
	Iteration 27Q: 3 clusters Score -2414720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2414718.250000 Penalty: 4781.977539
	Iteration 28Q: 3 clusters Score -2414718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2414722.500000 Penalty: 4781.977539
	Iteration 29Q: 3 clusters Score -2414722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2414724.750000 Penalty: 4781.977539
	Iteration 30Q: 3 clusters Score -2414725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2414724.750000 Penalty: 4781.977539
	Iteration 31Q: 3 clusters Score -2414725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2414723.500000 Penalty: 4781.977539
	Iteration 32Q: 3 clusters Score -2414724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2414721.250000 Penalty: 4781.977539
	Iteration 33Q: 3 clusters Score -2414721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2414721.250000 Penalty: 4781.977539
	Iteration 34F: 3 clusters Score -2414721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -429107.687500 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -429107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -425932.968750 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -425933 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -426798.437500 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -426798.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -427340.156250 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -427340.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -427914.093750 Penalty: 3952.629883
	Iteration 3F: 3 clusters Score -427914.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -428364.062500 Penalty: 3952.629883
	Iteration 4F: 3 clusters Score -428364.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -428561.000000 Penalty: 3952.629883
	Iteration 5F: 3 clusters Score -428561 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -428636.375000 Penalty: 3952.629883
	Iteration 6Q: 3 clusters Score -428636.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -428686.000000 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -428686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -428719.125000 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -428719.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -428738.062500 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -428738.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -428752.093750 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -428752.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -428761.000000 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -428761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -428766.593750 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -428766.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -428770.343750 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -428770.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -428773.625000 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -428773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -428774.375000 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -428774.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -428777.000000 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -428777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -428779.437500 Penalty: 3952.629883
	Iteration 17Q: 3 clusters Score -428779.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -428780.218750 Penalty: 3952.629883
	Iteration 18Q: 3 clusters Score -428780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -428781.375000 Penalty: 3952.629883
	Iteration 19Q: 3 clusters Score -428781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -428782.687500 Penalty: 3952.629883
	Iteration 20F: 3 clusters Score -428782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -428782.875000 Penalty: 3952.629883
	Iteration 21Q: 3 clusters Score -428782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -428783.125000 Penalty: 3952.629883
	Iteration 22Q: 3 clusters Score -428783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -428782.843750 Penalty: 3952.629883
	Iteration 23Q: 3 clusters Score -428782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -428783.656250 Penalty: 3952.629883
	Iteration 24Q: 3 clusters Score -428783.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -428784.062500 Penalty: 3952.629883
	Iteration 25Q: 3 clusters Score -428784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -428784.062500 Penalty: 3952.629883
	Iteration 26F: 3 clusters Score -428784.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Entering Unmasked Estep 
Score: -4353617.500000 Penalty: 2541.257568
	Iteration 0F: 2 clusters Score -4353618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4334215.500000 Penalty: 5082.515137
	Iteration 0F: 3 clusters Score -4334216 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -4341004.000000 Penalty: 5082.515137
	Iteration 1F: 3 clusters Score -4341004 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -4341411.000000 Penalty: 5082.515137
	Iteration 2Q: 3 clusters Score -4341411 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4341792.000000 Penalty: 5082.515137
	Iteration 3Q: 3 clusters Score -4341792 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4342068.500000 Penalty: 5082.515137
	Iteration 4Q: 3 clusters Score -4342068 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4342370.000000 Penalty: 5082.515137
	Iteration 5Q: 3 clusters Score -4342370 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4342663.000000 Penalty: 5082.515137
	Iteration 6Q: 3 clusters Score -4342663 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4342991.500000 Penalty: 5082.515137
	Iteration 7Q: 3 clusters Score -4342992 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -4343339.000000 Penalty: 5082.515137
	Iteration 8Q: 3 clusters Score -4343339 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -4343750.500000 Penalty: 5082.515137
	Iteration 9Q: 3 clusters Score -4343750 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -4344191.500000 Penalty: 5082.515137
	Iteration 10Q: 3 clusters Score -4344192 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -4344694.000000 Penalty: 5082.515137
	Iteration 11Q: 3 clusters Score -4344694 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -4345158.000000 Penalty: 5082.515137
	Iteration 12Q: 3 clusters Score -4345158 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4345676.000000 Penalty: 5082.515137
	Iteration 13Q: 3 clusters Score -4345676 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -4346111.500000 Penalty: 5082.515137
	Iteration 14Q: 3 clusters Score -4346112 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -4346588.000000 Penalty: 5082.515137
	Iteration 15Q: 3 clusters Score -4346588 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -4347078.500000 Penalty: 5082.515137
	Iteration 16Q: 3 clusters Score -4347078 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4347559.500000 Penalty: 5082.515137
	Iteration 17Q: 3 clusters Score -4347560 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -4348038.000000 Penalty: 5082.515137
	Iteration 18Q: 3 clusters Score -4348038 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4348522.000000 Penalty: 5082.515137
	Iteration 19Q: 3 clusters Score -4348522 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4349009.000000 Penalty: 5082.515137
	Iteration 20F: 3 clusters Score -4349009 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4349432.000000 Penalty: 5082.515137
	Iteration 21Q: 3 clusters Score -4349432 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4349771.500000 Penalty: 5082.515137
	Iteration 22Q: 3 clusters Score -4349772 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4350078.000000 Penalty: 5082.515137
	Iteration 23Q: 3 clusters Score -4350078 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4350309.000000 Penalty: 5082.515137
	Iteration 24Q: 3 clusters Score -4350309 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4350489.000000 Penalty: 5082.515137
	Iteration 25Q: 3 clusters Score -4350489 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4350680.500000 Penalty: 5082.515137
	Iteration 26Q: 3 clusters Score -4350680 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4350803.500000 Penalty: 5082.515137
	Iteration 27Q: 3 clusters Score -4350804 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4350916.000000 Penalty: 5082.515137
	Iteration 28Q: 3 clusters Score -4350916 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4351031.500000 Penalty: 5082.515137
	Iteration 29Q: 3 clusters Score -4351032 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4351138.000000 Penalty: 5082.515137
	Iteration 30Q: 3 clusters Score -4351138 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4351226.000000 Penalty: 5082.515137
	Iteration 31Q: 3 clusters Score -4351226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4351313.000000 Penalty: 5082.515137
	Iteration 32Q: 3 clusters Score -4351313 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4351349.500000 Penalty: 5082.515137
	Iteration 33Q: 3 clusters Score -4351350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4351395.000000 Penalty: 5082.515137
	Iteration 34Q: 3 clusters Score -4351395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4351448.500000 Penalty: 5082.515137
	Iteration 35Q: 3 clusters Score -4351448 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4351486.000000 Penalty: 5082.515137
	Iteration 36Q: 3 clusters Score -4351486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4351520.000000 Penalty: 5082.515137
	Iteration 37Q: 3 clusters Score -4351520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4351535.000000 Penalty: 5082.515137
	Iteration 38Q: 3 clusters Score -4351535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4351545.500000 Penalty: 5082.515137
	Iteration 39Q: 3 clusters Score -4351546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4351546.000000 Penalty: 5082.515137
	Iteration 40F: 3 clusters Score -4351546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4351572.000000 Penalty: 5082.515137
	Iteration 41Q: 3 clusters Score -4351572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4351570.500000 Penalty: 5082.515137
	Iteration 42Q: 3 clusters Score -4351570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4351572.000000 Penalty: 5082.515137
	Iteration 43Q: 3 clusters Score -4351572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4351573.000000 Penalty: 5082.515137
	Iteration 44Q: 3 clusters Score -4351573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4351575.500000 Penalty: 5082.515137
	Iteration 45Q: 3 clusters Score -4351576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4351577.500000 Penalty: 5082.515137
	Iteration 46Q: 3 clusters Score -4351578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4351590.000000 Penalty: 5082.515137
	Iteration 47Q: 3 clusters Score -4351590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4351591.000000 Penalty: 5082.515137
	Iteration 48Q: 3 clusters Score -4351591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4351604.000000 Penalty: 5082.515137
	Iteration 49Q: 3 clusters Score -4351604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4351593.000000 Penalty: 5082.515137
	Iteration 50Q: 3 clusters Score -4351593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4351594.000000 Penalty: 5082.515137
	Iteration 51Q: 3 clusters Score -4351594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4351602.500000 Penalty: 5082.515137
	Iteration 52Q: 3 clusters Score -4351602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4351592.000000 Penalty: 5082.515137
	Iteration 53Q: 3 clusters Score -4351592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4351595.500000 Penalty: 5082.515137
	Iteration 54Q: 3 clusters Score -4351596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4351597.000000 Penalty: 5082.515137
	Iteration 55Q: 3 clusters Score -4351597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4351595.500000 Penalty: 5082.515137
	Iteration 56Q: 3 clusters Score -4351596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4351600.500000 Penalty: 5082.515137
	Iteration 57Q: 3 clusters Score -4351600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4351601.000000 Penalty: 5082.515137
	Iteration 58Q: 3 clusters Score -4351601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4351606.500000 Penalty: 5082.515137
	Iteration 59Q: 3 clusters Score -4351606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4351611.000000 Penalty: 5082.515137
	Iteration 60F: 3 clusters Score -4351611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4351611.000000 Penalty: 5082.515137
	Iteration 61Q: 3 clusters Score -4351611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4351613.500000 Penalty: 5082.515137
	Iteration 62Q: 3 clusters Score -4351614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4351626.000000 Penalty: 5082.515137
	Iteration 63Q: 3 clusters Score -4351626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4351629.500000 Penalty: 5082.515137
	Iteration 64Q: 3 clusters Score -4351630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4351624.500000 Penalty: 5082.515137
	Iteration 65Q: 3 clusters Score -4351624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4351630.500000 Penalty: 5082.515137
	Iteration 66Q: 3 clusters Score -4351630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4351627.000000 Penalty: 5082.515137
	Iteration 67Q: 3 clusters Score -4351627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4351627.000000 Penalty: 5082.515137
	Iteration 68Q: 3 clusters Score -4351627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4351627.000000 Penalty: 5082.515137
	Iteration 69Q: 3 clusters Score -4351627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4351625.000000 Penalty: 5082.515137
	Iteration 70Q: 3 clusters Score -4351625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4351623.500000 Penalty: 5082.515137
	Iteration 71Q: 3 clusters Score -4351624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4351623.500000 Penalty: 5082.515137
	Iteration 72F: 3 clusters Score -4351624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Entering Unmasked Estep 
Score: -4524819.000000 Penalty: 2544.603271
	Iteration 0F: 2 clusters Score -4524819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4505027.500000 Penalty: 5089.206543
	Iteration 0F: 3 clusters Score -4505028 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4512088.000000 Penalty: 5089.206543
	Iteration 1F: 3 clusters Score -4512088 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -4512495.000000 Penalty: 5089.206543
	Iteration 2Q: 3 clusters Score -4512495 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4512876.000000 Penalty: 5089.206543
	Iteration 3Q: 3 clusters Score -4512876 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -4513153.500000 Penalty: 5089.206543
	Iteration 4Q: 3 clusters Score -4513154 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4513410.500000 Penalty: 5089.206543
	Iteration 5Q: 3 clusters Score -4513410 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4513670.500000 Penalty: 5089.206543
	Iteration 6Q: 3 clusters Score -4513670 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4513908.000000 Penalty: 5089.206543
	Iteration 7Q: 3 clusters Score -4513908 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -4514176.500000 Penalty: 5089.206543
	Iteration 8Q: 3 clusters Score -4514176 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4514533.000000 Penalty: 5089.206543
	Iteration 9Q: 3 clusters Score -4514533 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4515009.500000 Penalty: 5089.206543
	Iteration 10Q: 3 clusters Score -4515010 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4515637.500000 Penalty: 5089.206543
	Iteration 11Q: 3 clusters Score -4515638 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -4516490.500000 Penalty: 5089.206543
	Iteration 12Q: 3 clusters Score -4516490 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4517545.000000 Penalty: 5089.206543
	Iteration 13F: 3 clusters Score -4517545 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4518633.500000 Penalty: 5089.206543
	Iteration 14F: 3 clusters Score -4518634 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4519551.000000 Penalty: 5089.206543
	Iteration 15Q: 3 clusters Score -4519551 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4520339.500000 Penalty: 5089.206543
	Iteration 16Q: 3 clusters Score -4520340 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -4520951.000000 Penalty: 5089.206543
	Iteration 17Q: 3 clusters Score -4520951 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4521384.500000 Penalty: 5089.206543
	Iteration 18Q: 3 clusters Score -4521384 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4521727.000000 Penalty: 5089.206543
	Iteration 19Q: 3 clusters Score -4521727 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -4522026.000000 Penalty: 5089.206543
	Iteration 20F: 3 clusters Score -4522026 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -4522272.500000 Penalty: 5089.206543
	Iteration 21Q: 3 clusters Score -4522272 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4522492.500000 Penalty: 5089.206543
	Iteration 22Q: 3 clusters Score -4522492 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -4522656.000000 Penalty: 5089.206543
	Iteration 23Q: 3 clusters Score -4522656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -4522754.000000 Penalty: 5089.206543
	Iteration 24Q: 3 clusters Score -4522754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4522806.000000 Penalty: 5089.206543
	Iteration 25Q: 3 clusters Score -4522806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4522844.000000 Penalty: 5089.206543
	Iteration 26Q: 3 clusters Score -4522844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -4522892.500000 Penalty: 5089.206543
	Iteration 27Q: 3 clusters Score -4522892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -4522899.500000 Penalty: 5089.206543
	Iteration 28Q: 3 clusters Score -4522900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -4522928.000000 Penalty: 5089.206543
	Iteration 29Q: 3 clusters Score -4522928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4522947.500000 Penalty: 5089.206543
	Iteration 30Q: 3 clusters Score -4522948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -4522974.500000 Penalty: 5089.206543
	Iteration 31Q: 3 clusters Score -4522974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4522975.500000 Penalty: 5089.206543
	Iteration 32Q: 3 clusters Score -4522976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -4522986.000000 Penalty: 5089.206543
	Iteration 33Q: 3 clusters Score -4522986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4522989.000000 Penalty: 5089.206543
	Iteration 34Q: 3 clusters Score -4522989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4522996.500000 Penalty: 5089.206543
	Iteration 35Q: 3 clusters Score -4522996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -4522990.500000 Penalty: 5089.206543
	Iteration 36Q: 3 clusters Score -4522990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4522998.000000 Penalty: 5089.206543
	Iteration 37Q: 3 clusters Score -4522998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -4523003.000000 Penalty: 5089.206543
	Iteration 38Q: 3 clusters Score -4523003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4523004.500000 Penalty: 5089.206543
	Iteration 39Q: 3 clusters Score -4523004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4523004.500000 Penalty: 5089.206543
	Iteration 40F: 3 clusters Score -4523004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11781.693359 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11781.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12062.547852 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -12062.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12124.144531 Penalty: 2607.717773
	Iteration 2F: 3 clusters Score -12124.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12178.648438 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12178.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12290.588867 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12290.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12296.149414 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -12296.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12319.437500 Penalty: 2607.717773
	Iteration 6Q: 3 clusters Score -12319.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12351.668945 Penalty: 2607.717773
	Iteration 7Q: 3 clusters Score -12351.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12358.214844 Penalty: 2607.717773
	Iteration 8Q: 3 clusters Score -12358.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12359.179688 Penalty: 2607.717773
	Iteration 9Q: 3 clusters Score -12359.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12380.400391 Penalty: 2607.717773
	Iteration 10F: 3 clusters Score -12380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12576.399414 Penalty: 2607.717773
	Iteration 11Q: 3 clusters Score -12576.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12609.608398 Penalty: 2607.717773
	Iteration 12Q: 3 clusters Score -12609.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12609.608398 Penalty: 2607.717773
	Iteration 13F: 3 clusters Score -12609.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99326 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 113 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 79 members 
Entering Unmasked Estep 
Score: -86721144.000000 Penalty: 128097.218750
Splitting cluster 32 changes total score from -86723088.000000 to -86721144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -1102496.250000 Penalty: 2211.758789
	Iteration 0F: 2 clusters Score -1102496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1096398.250000 Penalty: 4423.517578
	Iteration 0F: 3 clusters Score -1096398 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1098225.250000 Penalty: 4423.517578
	Iteration 1F: 3 clusters Score -1098225 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1098709.125000 Penalty: 4423.517578
	Iteration 2F: 3 clusters Score -1098709 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1099107.250000 Penalty: 4423.517578
	Iteration 3F: 3 clusters Score -1099107 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1099402.125000 Penalty: 4423.517578
	Iteration 4F: 3 clusters Score -1099402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1099620.375000 Penalty: 4423.517578
	Iteration 5Q: 3 clusters Score -1099620 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1099779.750000 Penalty: 4423.517578
	Iteration 6Q: 3 clusters Score -1099780 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1099906.750000 Penalty: 4423.517578
	Iteration 7Q: 3 clusters Score -1099907 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1100016.875000 Penalty: 4423.517578
	Iteration 8Q: 3 clusters Score -1100017 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1100153.500000 Penalty: 4423.517578
	Iteration 9Q: 3 clusters Score -1100154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1100282.000000 Penalty: 4423.517578
	Iteration 10Q: 3 clusters Score -1100282 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1100382.500000 Penalty: 4423.517578
	Iteration 11Q: 3 clusters Score -1100382 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1100461.875000 Penalty: 4423.517578
	Iteration 12Q: 3 clusters Score -1100462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1100526.500000 Penalty: 4423.517578
	Iteration 13Q: 3 clusters Score -1100526 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1100595.875000 Penalty: 4423.517578
	Iteration 14Q: 3 clusters Score -1100596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1100662.375000 Penalty: 4423.517578
	Iteration 15Q: 3 clusters Score -1100662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1100718.750000 Penalty: 4423.517578
	Iteration 16Q: 3 clusters Score -1100719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1100751.250000 Penalty: 4423.517578
	Iteration 17Q: 3 clusters Score -1100751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1100772.250000 Penalty: 4423.517578
	Iteration 18Q: 3 clusters Score -1100772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1100790.000000 Penalty: 4423.517578
	Iteration 19Q: 3 clusters Score -1100790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1100799.250000 Penalty: 4423.517578
	Iteration 20F: 3 clusters Score -1100799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1100804.000000 Penalty: 4423.517578
	Iteration 21Q: 3 clusters Score -1100804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1100812.875000 Penalty: 4423.517578
	Iteration 22Q: 3 clusters Score -1100813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1100822.875000 Penalty: 4423.517578
	Iteration 23Q: 3 clusters Score -1100823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1100828.125000 Penalty: 4423.517578
	Iteration 24Q: 3 clusters Score -1100828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1100836.625000 Penalty: 4423.517578
	Iteration 25Q: 3 clusters Score -1100837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1100848.750000 Penalty: 4423.517578
	Iteration 26Q: 3 clusters Score -1100849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1100852.750000 Penalty: 4423.517578
	Iteration 27Q: 3 clusters Score -1100853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1100862.250000 Penalty: 4423.517578
	Iteration 28Q: 3 clusters Score -1100862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1100868.000000 Penalty: 4423.517578
	Iteration 29Q: 3 clusters Score -1100868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1100872.625000 Penalty: 4423.517578
	Iteration 30Q: 3 clusters Score -1100873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1100881.000000 Penalty: 4423.517578
	Iteration 31Q: 3 clusters Score -1100881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1100887.625000 Penalty: 4423.517578
	Iteration 32Q: 3 clusters Score -1100888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1100892.750000 Penalty: 4423.517578
	Iteration 33Q: 3 clusters Score -1100893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1100891.125000 Penalty: 4423.517578
	Iteration 34Q: 3 clusters Score -1100891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1100899.750000 Penalty: 4423.517578
	Iteration 35Q: 3 clusters Score -1100900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1100903.500000 Penalty: 4423.517578
	Iteration 36Q: 3 clusters Score -1100904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1100906.750000 Penalty: 4423.517578
	Iteration 37Q: 3 clusters Score -1100907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1100908.750000 Penalty: 4423.517578
	Iteration 38Q: 3 clusters Score -1100909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1100913.375000 Penalty: 4423.517578
	Iteration 39Q: 3 clusters Score -1100913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1100914.750000 Penalty: 4423.517578
	Iteration 40F: 3 clusters Score -1100915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1100915.000000 Penalty: 4423.517578
	Iteration 41Q: 3 clusters Score -1100915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1100914.750000 Penalty: 4423.517578
	Iteration 42Q: 3 clusters Score -1100915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1100915.625000 Penalty: 4423.517578
	Iteration 43Q: 3 clusters Score -1100916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1100918.000000 Penalty: 4423.517578
	Iteration 44Q: 3 clusters Score -1100918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1100921.500000 Penalty: 4423.517578
	Iteration 45Q: 3 clusters Score -1100922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1100920.625000 Penalty: 4423.517578
	Iteration 46Q: 3 clusters Score -1100921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1100925.125000 Penalty: 4423.517578
	Iteration 47Q: 3 clusters Score -1100925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1100926.250000 Penalty: 4423.517578
	Iteration 48Q: 3 clusters Score -1100926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1100929.000000 Penalty: 4423.517578
	Iteration 49Q: 3 clusters Score -1100929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1100931.000000 Penalty: 4423.517578
	Iteration 50Q: 3 clusters Score -1100931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1100936.875000 Penalty: 4423.517578
	Iteration 51Q: 3 clusters Score -1100937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1100936.250000 Penalty: 4423.517578
	Iteration 52Q: 3 clusters Score -1100936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1100940.750000 Penalty: 4423.517578
	Iteration 53Q: 3 clusters Score -1100941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1100941.750000 Penalty: 4423.517578
	Iteration 54Q: 3 clusters Score -1100942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1100946.750000 Penalty: 4423.517578
	Iteration 55Q: 3 clusters Score -1100947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1100944.750000 Penalty: 4423.517578
	Iteration 56Q: 3 clusters Score -1100945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1100948.250000 Penalty: 4423.517578
	Iteration 57Q: 3 clusters Score -1100948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1100949.375000 Penalty: 4423.517578
	Iteration 58Q: 3 clusters Score -1100949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1100949.750000 Penalty: 4423.517578
	Iteration 59Q: 3 clusters Score -1100950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1100953.750000 Penalty: 4423.517578
	Iteration 60F: 3 clusters Score -1100954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1100955.000000 Penalty: 4423.517578
	Iteration 61Q: 3 clusters Score -1100955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1100957.875000 Penalty: 4423.517578
	Iteration 62Q: 3 clusters Score -1100958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1100958.750000 Penalty: 4423.517578
	Iteration 63Q: 3 clusters Score -1100959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1100959.500000 Penalty: 4423.517578
	Iteration 64Q: 3 clusters Score -1100960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1100958.250000 Penalty: 4423.517578
	Iteration 65Q: 3 clusters Score -1100958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1100958.750000 Penalty: 4423.517578
	Iteration 66Q: 3 clusters Score -1100959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1100958.500000 Penalty: 4423.517578
	Iteration 67Q: 3 clusters Score -1100958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1100958.500000 Penalty: 4423.517578
	Iteration 68F: 3 clusters Score -1100958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -115889.968750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -115890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114060.398438 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -114060.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114326.015625 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -114326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -114403.382812 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -114403.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114462.664062 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -114462.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -114521.203125 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -114521.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -114555.484375 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -114555.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -114586.695312 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -114586.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -114623.585938 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -114623.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -114670.023438 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -114670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -114755.015625 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -114755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114873.234375 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -114873.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -115044.210938 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -115044.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -115260.953125 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -115261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115425.421875 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -115425.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -115526.156250 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -115526.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115581.953125 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -115582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115632.257812 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -115632.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -115677.062500 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -115677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -115721.625000 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -115721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115734.906250 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -115734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115737.328125 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -115737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -115740.109375 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -115740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115747.992188 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -115748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115749.414062 Penalty: 3330.830322
	Iteration 23Q: 3 clusters Score -115749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115749.414062 Penalty: 3330.830322
	Iteration 24F: 3 clusters Score -115749.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34714.500000 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34714.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34825.609375 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34825.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34849.601562 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34861.859375 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -34861.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34861.859375 Penalty: 2760.002197
	Iteration 4F: 3 clusters Score -34861.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37241.890625 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37241.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37387.554688 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37387.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37462.566406 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37462.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37492.519531 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37492.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37497.710938 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37497.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37540.515625 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37540.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37623.339844 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37623.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37650.234375 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37650.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37664.519531 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -37664.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37668.160156 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -37668.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37668.160156 Penalty: 2778.651123
	Iteration 10F: 3 clusters Score -37668.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17787.062500 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17787.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17979.000000 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -17979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18024.095703 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18024.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18042.382812 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -18042.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18062.062500 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18062.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18072.531250 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -18072.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18074.421875 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -18074.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18074.421875 Penalty: 2699.439209
	Iteration 7F: 3 clusters Score -18074.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -31857.376953 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -31857.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30696.675781 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -30696.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -30779.296875 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -30779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30786.343750 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -30786.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -30787.988281 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30787.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -30787.988281 Penalty: 2699.439209
	Iteration 4F: 3 clusters Score -30787.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24319 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99326 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723088.000000 Penalty: 124812.671875
Iteration 399Q: 39 clusters Score -8.672309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125692 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24317 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109634 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99337 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28578 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723072.000000 Penalty: 124812.671875
Iteration 400F: 39 clusters Score -8.672307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125693 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24315 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109628 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99345 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28576 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 124812.671875
Iteration 401Q: 39 clusters Score -8.672308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125693 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24314 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109622 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99352 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28576 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 124812.671875
Iteration 402Q: 39 clusters Score -8.672308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125694 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24309 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109624 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99354 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28576 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723096.000000 Penalty: 124812.671875
Iteration 403Q: 39 clusters Score -8.67231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125697 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24306 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109622 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99358 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28198 members 
Mstep: Class 31 contains 28577 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 404Q: 39 clusters Score -8.672313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125696 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24305 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109614 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99363 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28200 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723144.000000 Penalty: 124812.671875
Iteration 405Q: 39 clusters Score -8.672314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125696 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24303 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109616 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99361 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28580 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723152.000000 Penalty: 124812.671875
Iteration 406Q: 39 clusters Score -8.672315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125697 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24304 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109615 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99359 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 124812.671875
Iteration 407Q: 39 clusters Score -8.672311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125696 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24304 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109614 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99360 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 408Q: 39 clusters Score -8.672313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125694 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24303 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109614 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99363 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723104.000000 Penalty: 124812.671875
Iteration 409Q: 39 clusters Score -8.67231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125691 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24303 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109616 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99365 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 124812.671875
Iteration 410Q: 39 clusters Score -8.672308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125685 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24303 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109616 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99371 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28201 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 124812.671875
Iteration 411Q: 39 clusters Score -8.672311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125683 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24304 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109616 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99373 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28202 members 
Mstep: Class 31 contains 28580 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723096.000000 Penalty: 124812.671875
Iteration 412Q: 39 clusters Score -8.67231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125680 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24301 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109620 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99374 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28202 members 
Mstep: Class 31 contains 28579 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 413Q: 39 clusters Score -8.672314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125678 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24300 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109624 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99371 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28202 members 
Mstep: Class 31 contains 28580 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 124812.671875
Iteration 414Q: 39 clusters Score -8.672312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125675 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24300 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109627 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99369 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28202 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723088.000000 Penalty: 124812.671875
Iteration 415Q: 39 clusters Score -8.672309e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125674 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24299 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109627 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99370 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28202 members 
Mstep: Class 31 contains 28582 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 124812.671875
Iteration 416Q: 39 clusters Score -8.672308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125675 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24299 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109624 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99372 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28202 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723104.000000 Penalty: 124812.671875
Iteration 417Q: 39 clusters Score -8.67231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125677 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24298 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109619 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99376 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28202 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723088.000000 Penalty: 124812.671875
Iteration 418Q: 39 clusters Score -8.672309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125674 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24298 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109619 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99378 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28203 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723104.000000 Penalty: 124812.671875
Iteration 419Q: 39 clusters Score -8.67231e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125670 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24298 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109619 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99380 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28206 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 124812.671875
Iteration 420F: 39 clusters Score -8.672312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125668 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24297 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109622 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99380 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28206 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 124812.671875
Iteration 421Q: 39 clusters Score -8.672312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125664 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24296 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109623 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99384 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28207 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723048.000000 Penalty: 124812.671875
Iteration 422Q: 39 clusters Score -8.672305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125663 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24296 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109626 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99382 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28207 members 
Mstep: Class 31 contains 28581 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723064.000000 Penalty: 124812.671875
Iteration 423Q: 39 clusters Score -8.672306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125664 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24295 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109624 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99381 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28209 members 
Mstep: Class 31 contains 28582 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723056.000000 Penalty: 124812.671875
Iteration 424Q: 39 clusters Score -8.672306e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125667 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24296 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109625 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99375 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28584 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723032.000000 Penalty: 124812.671875
Iteration 425Q: 39 clusters Score -8.672303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125667 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24296 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109621 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99376 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28587 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723024.000000 Penalty: 124812.671875
Iteration 426Q: 39 clusters Score -8.672302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125668 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24298 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109617 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99376 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28588 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723056.000000 Penalty: 124812.671875
Iteration 427Q: 39 clusters Score -8.672306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125669 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24297 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12295 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109613 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99378 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28590 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 124812.671875
Iteration 428Q: 39 clusters Score -8.672308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125666 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24296 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109612 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99379 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28593 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723072.000000 Penalty: 124812.671875
Iteration 429Q: 39 clusters Score -8.672307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125667 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24293 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109613 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99379 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28595 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723048.000000 Penalty: 124812.671875
Iteration 430Q: 39 clusters Score -8.672305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125664 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24292 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109614 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99381 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28596 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723088.000000 Penalty: 124812.671875
Iteration 431Q: 39 clusters Score -8.672309e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125660 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24292 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109615 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99383 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28209 members 
Mstep: Class 31 contains 28597 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723096.000000 Penalty: 124812.671875
Iteration 432Q: 39 clusters Score -8.67231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6891 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125654 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24291 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109620 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99385 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28210 members 
Mstep: Class 31 contains 28597 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 124812.671875
Iteration 433Q: 39 clusters Score -8.672316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125647 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24291 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109627 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99386 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28210 members 
Mstep: Class 31 contains 28598 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723144.000000 Penalty: 124812.671875
Iteration 434Q: 39 clusters Score -8.672314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125642 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24291 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10300 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6215 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109629 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99387 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28211 members 
Mstep: Class 31 contains 28599 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7468 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 124812.671875
Iteration 435Q: 39 clusters Score -8.672311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125642 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24289 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10301 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109631 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99388 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15382 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28209 members 
Mstep: Class 31 contains 28601 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 124812.671875
Iteration 436Q: 39 clusters Score -8.672318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125630 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24285 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109643 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99389 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28209 members 
Mstep: Class 31 contains 28603 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723112.000000 Penalty: 124812.671875
Iteration 437Q: 39 clusters Score -8.672311e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125627 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24282 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109648 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99391 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28603 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723096.000000 Penalty: 124812.671875
Iteration 438Q: 39 clusters Score -8.67231e+07 nChanged 14
Entering ConstructFrom: 
Score: -86723096.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -109737.789062 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -109737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107953.695312 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -107953.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -108432.109375 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -108432.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -108881.109375 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -108881.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109255.257812 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -109255.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -109479.734375 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -109479.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109576.382812 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -109576.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109649.390625 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -109649.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109697.492188 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -109697.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109719.960938 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -109720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -109725.804688 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -109725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109733.132812 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -109733.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -109741.617188 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -109741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109742.343750 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -109742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -109743.476562 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -109743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109745.554688 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -109745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109745.554688 Penalty: 3358.311768
	Iteration 15F: 3 clusters Score -109745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125628 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24280 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99392 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28602 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 581 members 
Entering Unmasked Estep 
Score: -86721504.000000 Penalty: 128097.218750
Splitting cluster 1 changes total score from -86723096.000000 to -86721504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -358113.187500 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -358113.2 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 1198 members 
Entering Unmasked Estep 
Score: -355198.718750 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -355198.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -355768.718750 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -355768.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -355982.375000 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -355982.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -356100.125000 Penalty: 3859.858887
	Iteration 3F: 3 clusters Score -356100.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -356174.343750 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -356174.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -356223.312500 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -356223.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -356276.343750 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -356276.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -356330.906250 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -356330.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -356374.968750 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -356375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -356397.187500 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -356397.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -356414.343750 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -356414.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -356426.593750 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -356426.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -356445.937500 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -356445.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -356462.718750 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -356462.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -356476.500000 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -356476.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -356489.968750 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -356490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -356501.187500 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -356501.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -356515.843750 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -356515.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -356531.093750 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -356531.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -356545.312500 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -356545.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -356560.093750 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -356560.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -356580.437500 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -356580.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -356601.156250 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -356601.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -356616.906250 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -356616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -356624.156250 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -356624.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -356626.937500 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -356626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356628.718750 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -356628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -356630.156250 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -356630.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -356631.093750 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -356631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356632.250000 Penalty: 3859.858887
	Iteration 29Q: 3 clusters Score -356632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -356633.718750 Penalty: 3859.858887
	Iteration 30Q: 3 clusters Score -356633.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356633.468750 Penalty: 3859.858887
	Iteration 31Q: 3 clusters Score -356633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -356633.468750 Penalty: 3859.858887
	Iteration 32F: 3 clusters Score -356633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Entering Unmasked Estep 
Score: -2193259.500000 Penalty: 2366.935547
	Iteration 0F: 2 clusters Score -2193260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2183049.000000 Penalty: 4733.871094
	Iteration 0F: 3 clusters Score -2183049 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2186316.000000 Penalty: 4733.871094
	Iteration 1F: 3 clusters Score -2186316 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2186706.750000 Penalty: 4733.871094
	Iteration 2F: 3 clusters Score -2186707 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2187003.000000 Penalty: 4733.871094
	Iteration 3F: 3 clusters Score -2187003 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2187244.750000 Penalty: 4733.871094
	Iteration 4Q: 3 clusters Score -2187245 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2187457.750000 Penalty: 4733.871094
	Iteration 5Q: 3 clusters Score -2187458 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2187711.750000 Penalty: 4733.871094
	Iteration 6Q: 3 clusters Score -2187712 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2187986.750000 Penalty: 4733.871094
	Iteration 7Q: 3 clusters Score -2187987 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -2188304.750000 Penalty: 4733.871094
	Iteration 8Q: 3 clusters Score -2188305 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2188710.500000 Penalty: 4733.871094
	Iteration 9Q: 3 clusters Score -2188710 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2189106.750000 Penalty: 4733.871094
	Iteration 10Q: 3 clusters Score -2189107 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2189442.250000 Penalty: 4733.871094
	Iteration 11Q: 3 clusters Score -2189442 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2189699.250000 Penalty: 4733.871094
	Iteration 12Q: 3 clusters Score -2189699 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2189873.000000 Penalty: 4733.871094
	Iteration 13Q: 3 clusters Score -2189873 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2189989.500000 Penalty: 4733.871094
	Iteration 14Q: 3 clusters Score -2189990 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2190055.000000 Penalty: 4733.871094
	Iteration 15Q: 3 clusters Score -2190055 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2190106.000000 Penalty: 4733.871094
	Iteration 16Q: 3 clusters Score -2190106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2190131.250000 Penalty: 4733.871094
	Iteration 17Q: 3 clusters Score -2190131 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2190154.250000 Penalty: 4733.871094
	Iteration 18Q: 3 clusters Score -2190154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2190172.250000 Penalty: 4733.871094
	Iteration 19Q: 3 clusters Score -2190172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2190184.500000 Penalty: 4733.871094
	Iteration 20F: 3 clusters Score -2190184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2190200.250000 Penalty: 4733.871094
	Iteration 21Q: 3 clusters Score -2190200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2190207.750000 Penalty: 4733.871094
	Iteration 22Q: 3 clusters Score -2190208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2190207.750000 Penalty: 4733.871094
	Iteration 23Q: 3 clusters Score -2190208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2190223.250000 Penalty: 4733.871094
	Iteration 24Q: 3 clusters Score -2190223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2190232.000000 Penalty: 4733.871094
	Iteration 25Q: 3 clusters Score -2190232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2190233.500000 Penalty: 4733.871094
	Iteration 26Q: 3 clusters Score -2190234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2190245.000000 Penalty: 4733.871094
	Iteration 27Q: 3 clusters Score -2190245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2190249.250000 Penalty: 4733.871094
	Iteration 28Q: 3 clusters Score -2190249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2190251.750000 Penalty: 4733.871094
	Iteration 29Q: 3 clusters Score -2190252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2190251.000000 Penalty: 4733.871094
	Iteration 30Q: 3 clusters Score -2190251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2190252.500000 Penalty: 4733.871094
	Iteration 31Q: 3 clusters Score -2190252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2190255.000000 Penalty: 4733.871094
	Iteration 32Q: 3 clusters Score -2190255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2190260.000000 Penalty: 4733.871094
	Iteration 33Q: 3 clusters Score -2190260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2190263.500000 Penalty: 4733.871094
	Iteration 34Q: 3 clusters Score -2190264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2190258.750000 Penalty: 4733.871094
	Iteration 35Q: 3 clusters Score -2190259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2190260.250000 Penalty: 4733.871094
	Iteration 36Q: 3 clusters Score -2190260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2190265.000000 Penalty: 4733.871094
	Iteration 37Q: 3 clusters Score -2190265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2190267.750000 Penalty: 4733.871094
	Iteration 38Q: 3 clusters Score -2190268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2190268.250000 Penalty: 4733.871094
	Iteration 39Q: 3 clusters Score -2190268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2190264.500000 Penalty: 4733.871094
	Iteration 40F: 3 clusters Score -2190264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2190268.250000 Penalty: 4733.871094
	Iteration 41Q: 3 clusters Score -2190268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2190268.250000 Penalty: 4733.871094
	Iteration 42Q: 3 clusters Score -2190268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2190277.500000 Penalty: 4733.871094
	Iteration 43Q: 3 clusters Score -2190278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2190276.000000 Penalty: 4733.871094
	Iteration 44Q: 3 clusters Score -2190276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2190279.000000 Penalty: 4733.871094
	Iteration 45Q: 3 clusters Score -2190279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2190280.750000 Penalty: 4733.871094
	Iteration 46Q: 3 clusters Score -2190281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2190285.500000 Penalty: 4733.871094
	Iteration 47Q: 3 clusters Score -2190286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2190289.750000 Penalty: 4733.871094
	Iteration 48Q: 3 clusters Score -2190290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2190294.250000 Penalty: 4733.871094
	Iteration 49Q: 3 clusters Score -2190294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2190291.250000 Penalty: 4733.871094
	Iteration 50Q: 3 clusters Score -2190291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2190290.250000 Penalty: 4733.871094
	Iteration 51Q: 3 clusters Score -2190290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2190293.000000 Penalty: 4733.871094
	Iteration 52Q: 3 clusters Score -2190293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2190293.750000 Penalty: 4733.871094
	Iteration 53Q: 3 clusters Score -2190294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2190294.750000 Penalty: 4733.871094
	Iteration 54Q: 3 clusters Score -2190295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2190297.250000 Penalty: 4733.871094
	Iteration 55Q: 3 clusters Score -2190297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2190291.500000 Penalty: 4733.871094
	Iteration 56Q: 3 clusters Score -2190292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2190291.000000 Penalty: 4733.871094
	Iteration 57Q: 3 clusters Score -2190291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2190291.500000 Penalty: 4733.871094
	Iteration 58Q: 3 clusters Score -2190292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2190294.000000 Penalty: 4733.871094
	Iteration 59Q: 3 clusters Score -2190294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2190293.500000 Penalty: 4733.871094
	Iteration 60F: 3 clusters Score -2190294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2190296.500000 Penalty: 4733.871094
	Iteration 61Q: 3 clusters Score -2190296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2190301.750000 Penalty: 4733.871094
	Iteration 62Q: 3 clusters Score -2190302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2190300.250000 Penalty: 4733.871094
	Iteration 63Q: 3 clusters Score -2190300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2190308.250000 Penalty: 4733.871094
	Iteration 64Q: 3 clusters Score -2190308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2190307.500000 Penalty: 4733.871094
	Iteration 65Q: 3 clusters Score -2190308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2190320.750000 Penalty: 4733.871094
	Iteration 66Q: 3 clusters Score -2190321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2190323.250000 Penalty: 4733.871094
	Iteration 67Q: 3 clusters Score -2190323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2190330.250000 Penalty: 4733.871094
	Iteration 68Q: 3 clusters Score -2190330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2190338.000000 Penalty: 4733.871094
	Iteration 69Q: 3 clusters Score -2190338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2190357.250000 Penalty: 4733.871094
	Iteration 70Q: 3 clusters Score -2190357 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2190370.000000 Penalty: 4733.871094
	Iteration 71Q: 3 clusters Score -2190370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2190388.750000 Penalty: 4733.871094
	Iteration 72Q: 3 clusters Score -2190389 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2190411.250000 Penalty: 4733.871094
	Iteration 73Q: 3 clusters Score -2190411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2190441.750000 Penalty: 4733.871094
	Iteration 74Q: 3 clusters Score -2190442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2190472.000000 Penalty: 4733.871094
	Iteration 75Q: 3 clusters Score -2190472 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2190512.250000 Penalty: 4733.871094
	Iteration 76Q: 3 clusters Score -2190512 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2190560.750000 Penalty: 4733.871094
	Iteration 77Q: 3 clusters Score -2190561 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2190625.000000 Penalty: 4733.871094
	Iteration 78Q: 3 clusters Score -2190625 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2190684.500000 Penalty: 4733.871094
	Iteration 79Q: 3 clusters Score -2190684 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2190801.500000 Penalty: 4733.871094
	Iteration 80F: 3 clusters Score -2190802 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2190921.000000 Penalty: 4733.871094
	Iteration 81Q: 3 clusters Score -2190921 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2191075.250000 Penalty: 4733.871094
	Iteration 82Q: 3 clusters Score -2191075 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2191275.250000 Penalty: 4733.871094
	Iteration 83Q: 3 clusters Score -2191275 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2191459.750000 Penalty: 4733.871094
	Iteration 84Q: 3 clusters Score -2191460 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2191625.250000 Penalty: 4733.871094
	Iteration 85Q: 3 clusters Score -2191625 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2191748.500000 Penalty: 4733.871094
	Iteration 86Q: 3 clusters Score -2191748 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2191850.750000 Penalty: 4733.871094
	Iteration 87Q: 3 clusters Score -2191851 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2191948.000000 Penalty: 4733.871094
	Iteration 88Q: 3 clusters Score -2191948 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2192040.000000 Penalty: 4733.871094
	Iteration 89Q: 3 clusters Score -2192040 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2192101.750000 Penalty: 4733.871094
	Iteration 90Q: 3 clusters Score -2192102 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2192155.500000 Penalty: 4733.871094
	Iteration 91Q: 3 clusters Score -2192156 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2192211.500000 Penalty: 4733.871094
	Iteration 92Q: 3 clusters Score -2192212 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2192251.000000 Penalty: 4733.871094
	Iteration 93Q: 3 clusters Score -2192251 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2192285.750000 Penalty: 4733.871094
	Iteration 94Q: 3 clusters Score -2192286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2192302.250000 Penalty: 4733.871094
	Iteration 95Q: 3 clusters Score -2192302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2192324.500000 Penalty: 4733.871094
	Iteration 96Q: 3 clusters Score -2192324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2192348.250000 Penalty: 4733.871094
	Iteration 97Q: 3 clusters Score -2192348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2192372.500000 Penalty: 4733.871094
	Iteration 98Q: 3 clusters Score -2192372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2192390.250000 Penalty: 4733.871094
	Iteration 99Q: 3 clusters Score -2192390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2192399.250000 Penalty: 4733.871094
	Iteration 100F: 3 clusters Score -2192399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2192408.750000 Penalty: 4733.871094
	Iteration 101Q: 3 clusters Score -2192409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2192418.250000 Penalty: 4733.871094
	Iteration 102Q: 3 clusters Score -2192418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2192429.750000 Penalty: 4733.871094
	Iteration 103Q: 3 clusters Score -2192430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2192434.500000 Penalty: 4733.871094
	Iteration 104Q: 3 clusters Score -2192434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2192440.750000 Penalty: 4733.871094
	Iteration 105Q: 3 clusters Score -2192441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2192448.500000 Penalty: 4733.871094
	Iteration 106Q: 3 clusters Score -2192448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2192454.000000 Penalty: 4733.871094
	Iteration 107Q: 3 clusters Score -2192454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2192459.750000 Penalty: 4733.871094
	Iteration 108Q: 3 clusters Score -2192460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2192466.250000 Penalty: 4733.871094
	Iteration 109Q: 3 clusters Score -2192466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2192469.500000 Penalty: 4733.871094
	Iteration 110Q: 3 clusters Score -2192470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2192475.500000 Penalty: 4733.871094
	Iteration 111Q: 3 clusters Score -2192476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2192483.000000 Penalty: 4733.871094
	Iteration 112Q: 3 clusters Score -2192483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2192479.750000 Penalty: 4733.871094
	Iteration 113Q: 3 clusters Score -2192480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2192481.500000 Penalty: 4733.871094
	Iteration 114Q: 3 clusters Score -2192482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2192480.750000 Penalty: 4733.871094
	Iteration 115Q: 3 clusters Score -2192481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -2192482.250000 Penalty: 4733.871094
	Iteration 116Q: 3 clusters Score -2192482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2192483.500000 Penalty: 4733.871094
	Iteration 117Q: 3 clusters Score -2192484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2192490.500000 Penalty: 4733.871094
	Iteration 118Q: 3 clusters Score -2192490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2192493.500000 Penalty: 4733.871094
	Iteration 119Q: 3 clusters Score -2192494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2192497.250000 Penalty: 4733.871094
	Iteration 120F: 3 clusters Score -2192497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2192497.250000 Penalty: 4733.871094
	Iteration 121Q: 3 clusters Score -2192497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2192493.750000 Penalty: 4733.871094
	Iteration 122Q: 3 clusters Score -2192494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2192493.000000 Penalty: 4733.871094
	Iteration 123Q: 3 clusters Score -2192493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2192495.500000 Penalty: 4733.871094
	Iteration 124Q: 3 clusters Score -2192496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2192495.750000 Penalty: 4733.871094
	Iteration 125Q: 3 clusters Score -2192496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2192495.750000 Penalty: 4733.871094
	Iteration 126F: 3 clusters Score -2192496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -1030723.687500 Penalty: 2191.744873
	Iteration 0F: 2 clusters Score -1030724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1025054.812500 Penalty: 4383.489746
	Iteration 0F: 3 clusters Score -1025055 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1026571.312500 Penalty: 4383.489746
	Iteration 1F: 3 clusters Score -1026571 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1026896.062500 Penalty: 4383.489746
	Iteration 2F: 3 clusters Score -1026896 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1027190.312500 Penalty: 4383.489746
	Iteration 3F: 3 clusters Score -1027190 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1027474.125000 Penalty: 4383.489746
	Iteration 4F: 3 clusters Score -1027474 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1027686.687500 Penalty: 4383.489746
	Iteration 5Q: 3 clusters Score -1027687 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1027885.187500 Penalty: 4383.489746
	Iteration 6Q: 3 clusters Score -1027885 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1028056.187500 Penalty: 4383.489746
	Iteration 7Q: 3 clusters Score -1028056 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1028179.750000 Penalty: 4383.489746
	Iteration 8Q: 3 clusters Score -1028180 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1028273.187500 Penalty: 4383.489746
	Iteration 9Q: 3 clusters Score -1028273 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1028351.250000 Penalty: 4383.489746
	Iteration 10Q: 3 clusters Score -1028351 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1028427.625000 Penalty: 4383.489746
	Iteration 11Q: 3 clusters Score -1028428 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1028492.687500 Penalty: 4383.489746
	Iteration 12Q: 3 clusters Score -1028493 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1028549.062500 Penalty: 4383.489746
	Iteration 13Q: 3 clusters Score -1028549 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1028595.437500 Penalty: 4383.489746
	Iteration 14Q: 3 clusters Score -1028595 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1028643.437500 Penalty: 4383.489746
	Iteration 15Q: 3 clusters Score -1028643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1028683.375000 Penalty: 4383.489746
	Iteration 16Q: 3 clusters Score -1028683 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1028731.125000 Penalty: 4383.489746
	Iteration 17Q: 3 clusters Score -1028731 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1028785.562500 Penalty: 4383.489746
	Iteration 18Q: 3 clusters Score -1028786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1028842.562500 Penalty: 4383.489746
	Iteration 19Q: 3 clusters Score -1028843 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1028904.187500 Penalty: 4383.489746
	Iteration 20F: 3 clusters Score -1028904 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1028983.187500 Penalty: 4383.489746
	Iteration 21Q: 3 clusters Score -1028983 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1029086.187500 Penalty: 4383.489746
	Iteration 22Q: 3 clusters Score -1029086 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1029210.125000 Penalty: 4383.489746
	Iteration 23Q: 3 clusters Score -1029210 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1029362.000000 Penalty: 4383.489746
	Iteration 24Q: 3 clusters Score -1029362 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1029558.437500 Penalty: 4383.489746
	Iteration 25Q: 3 clusters Score -1029558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1029756.625000 Penalty: 4383.489746
	Iteration 26Q: 3 clusters Score -1029757 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1029933.812500 Penalty: 4383.489746
	Iteration 27Q: 3 clusters Score -1029934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1030123.750000 Penalty: 4383.489746
	Iteration 28Q: 3 clusters Score -1030124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1030294.312500 Penalty: 4383.489746
	Iteration 29Q: 3 clusters Score -1030294 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1030413.687500 Penalty: 4383.489746
	Iteration 30Q: 3 clusters Score -1030414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1030515.125000 Penalty: 4383.489746
	Iteration 31Q: 3 clusters Score -1030515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1030579.437500 Penalty: 4383.489746
	Iteration 32Q: 3 clusters Score -1030579 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1030634.875000 Penalty: 4383.489746
	Iteration 33Q: 3 clusters Score -1030635 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1030673.687500 Penalty: 4383.489746
	Iteration 34Q: 3 clusters Score -1030674 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1030706.625000 Penalty: 4383.489746
	Iteration 35Q: 3 clusters Score -1030707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1030726.312500 Penalty: 4383.489746
	Iteration 36Q: 3 clusters Score -1030726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1030737.937500 Penalty: 4383.489746
	Iteration 37Q: 3 clusters Score -1030738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1030742.750000 Penalty: 4383.489746
	Iteration 38Q: 3 clusters Score -1030743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1030746.937500 Penalty: 4383.489746
	Iteration 39Q: 3 clusters Score -1030747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1030751.187500 Penalty: 4383.489746
	Iteration 40F: 3 clusters Score -1030751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1030754.062500 Penalty: 4383.489746
	Iteration 41Q: 3 clusters Score -1030754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1030758.375000 Penalty: 4383.489746
	Iteration 42Q: 3 clusters Score -1030758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1030761.875000 Penalty: 4383.489746
	Iteration 43Q: 3 clusters Score -1030762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1030766.437500 Penalty: 4383.489746
	Iteration 44Q: 3 clusters Score -1030766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1030769.062500 Penalty: 4383.489746
	Iteration 45Q: 3 clusters Score -1030769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1030770.250000 Penalty: 4383.489746
	Iteration 46Q: 3 clusters Score -1030770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1030774.312500 Penalty: 4383.489746
	Iteration 47Q: 3 clusters Score -1030774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1030776.000000 Penalty: 4383.489746
	Iteration 48Q: 3 clusters Score -1030776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1030777.375000 Penalty: 4383.489746
	Iteration 49Q: 3 clusters Score -1030777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1030778.125000 Penalty: 4383.489746
	Iteration 50Q: 3 clusters Score -1030778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1030780.312500 Penalty: 4383.489746
	Iteration 51Q: 3 clusters Score -1030780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1030780.312500 Penalty: 4383.489746
	Iteration 52F: 3 clusters Score -1030780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 1055 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125628 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24280 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99392 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28602 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 5834 members 
Entering Unmasked Estep 
Score: -86722000.000000 Penalty: 128097.218750
Splitting cluster 4 changes total score from -86723096.000000 to -86722000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67968.414062 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67968.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66690.960938 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -66690.96 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67209.289062 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -67209.29 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67627.648438 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -67627.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67902.054688 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -67902.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68153.492188 Penalty: 3094.208984
	Iteration 4F: 3 clusters Score -68153.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68413.875000 Penalty: 3094.208984
	Iteration 5F: 3 clusters Score -68413.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68530.937500 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -68530.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68630.437500 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -68630.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68643.679688 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -68643.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68649.703125 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -68649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68665.804688 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -68665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68665.804688 Penalty: 3094.208984
	Iteration 11F: 3 clusters Score -68665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 117 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125628 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24280 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99392 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28602 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 395 members 
Entering Unmasked Estep 
Score: -86722104.000000 Penalty: 128097.218750
Splitting cluster 5 changes total score from -86723096.000000 to -86722104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 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 793 members 
Entering Unmasked Estep 
Score: -228941.250000 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228941.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -229464.671875 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229464.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -229778.250000 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229778.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -230050.062500 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -230050.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -230296.812500 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -230296.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -230507.343750 Penalty: 3664.303711
	Iteration 5F: 3 clusters Score -230507.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -230600.859375 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -230600.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -230674.140625 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -230674.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -230718.875000 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230718.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -230741.906250 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230741.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -230761.453125 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -230771.609375 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230771.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -230784.953125 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -230794.890625 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -230800.468750 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -230800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -230802.890625 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -230802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -230804.984375 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -230805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -230808.843750 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -230808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -230811.937500 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -230811.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -230811.937500 Penalty: 3664.303711
	Iteration 19F: 3 clusters Score -230811.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78322.992188 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78322.99 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78600.320312 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78600.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78680.242188 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78680.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78745.335938 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78745.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78763.289062 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78763.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78800.046875 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78800.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78836.398438 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78836.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78850.156250 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -78850.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78860.515625 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -78860.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78870.023438 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -78870.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78872.031250 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -78872.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78876.718750 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -78876.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78885.476562 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -78885.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78901.148438 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -78901.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78903.710938 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -78903.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78913.070312 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -78913.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78925.781250 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -78925.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78935.625000 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -78935.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78944.312500 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -78944.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78968.593750 Penalty: 3180.261963
	Iteration 19Q: 3 clusters Score -78968.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78994.382812 Penalty: 3180.261963
	Iteration 20F: 3 clusters Score -78994.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79015.968750 Penalty: 3180.261963
	Iteration 21Q: 3 clusters Score -79015.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79049.492188 Penalty: 3180.261963
	Iteration 22Q: 3 clusters Score -79049.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79056.148438 Penalty: 3180.261963
	Iteration 23Q: 3 clusters Score -79056.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79057.109375 Penalty: 3180.261963
	Iteration 24Q: 3 clusters Score -79057.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79057.109375 Penalty: 3180.261963
	Iteration 25F: 3 clusters Score -79057.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -116180.593750 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -116180.6 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 386 members 
Entering Unmasked Estep 
Score: -114406.031250 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -114406 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114648.695312 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -114648.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -114732.320312 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -114732.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -114769.773438 Penalty: 3299.179688
	Iteration 3Q: 3 clusters Score -114769.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -114797.125000 Penalty: 3299.179688
	Iteration 4Q: 3 clusters Score -114797.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -114822.546875 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -114822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -114828.828125 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -114828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114836.789062 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -114836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -114842.085938 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -114842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -114845.390625 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -114845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -114847.968750 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -114848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -114847.968750 Penalty: 3299.179688
	Iteration 11F: 3 clusters Score -114848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (125628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125628 members 
Entering Unmasked Estep 
Score: -19747684.000000 Penalty: 2911.787842
	Iteration 0F: 2 clusters Score -1.974768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -19667806.000000 Penalty: 5823.575684
	Iteration 0F: 3 clusters Score -1.966781e+07 nChanged 59395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -19701406.000000 Penalty: 5823.575684
	Iteration 1F: 3 clusters Score -1.970141e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -19702164.000000 Penalty: 5823.575684
	Iteration 2Q: 3 clusters Score -1.970216e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 67412 members 
Entering Unmasked Estep 
Score: -19703034.000000 Penalty: 5823.575684
	Iteration 3Q: 3 clusters Score -1.970303e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -19704142.000000 Penalty: 5823.575684
	Iteration 4Q: 3 clusters Score -1.970414e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -19706118.000000 Penalty: 5823.575684
	Iteration 5Q: 3 clusters Score -1.970612e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -19709818.000000 Penalty: 5823.575684
	Iteration 6F: 3 clusters Score -1.970982e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -19715878.000000 Penalty: 5823.575684
	Iteration 7F: 3 clusters Score -1.971588e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -19724690.000000 Penalty: 5823.575684
	Iteration 8F: 3 clusters Score -1.972469e+07 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 107012 members 
Entering Unmasked Estep 
Score: -19733706.000000 Penalty: 5823.575684
	Iteration 9F: 3 clusters Score -1.973371e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 114843 members 
Entering Unmasked Estep 
Score: -19740316.000000 Penalty: 5823.575684
	Iteration 10F: 3 clusters Score -1.974032e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -19743576.000000 Penalty: 5823.575684
	Iteration 11Q: 3 clusters Score -1.974358e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 122343 members 
Entering Unmasked Estep 
Score: -19744946.000000 Penalty: 5823.575684
	Iteration 12Q: 3 clusters Score -1.974495e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 123583 members 
Entering Unmasked Estep 
Score: -19745444.000000 Penalty: 5823.575684
	Iteration 13Q: 3 clusters Score -1.974544e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -19745634.000000 Penalty: 5823.575684
	Iteration 14Q: 3 clusters Score -1.974563e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -19745758.000000 Penalty: 5823.575684
	Iteration 15Q: 3 clusters Score -1.974576e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 124731 members 
Entering Unmasked Estep 
Score: -19745826.000000 Penalty: 5823.575684
	Iteration 16Q: 3 clusters Score -1.974583e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 124824 members 
Entering Unmasked Estep 
Score: -19745926.000000 Penalty: 5823.575684
	Iteration 17Q: 3 clusters Score -1.974593e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -19745996.000000 Penalty: 5823.575684
	Iteration 18Q: 3 clusters Score -1.9746e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -19746034.000000 Penalty: 5823.575684
	Iteration 19Q: 3 clusters Score -1.974603e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 124932 members 
Entering Unmasked Estep 
Score: -19746154.000000 Penalty: 5823.575684
	Iteration 20F: 3 clusters Score -1.974615e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 124956 members 
Entering Unmasked Estep 
Score: -19746204.000000 Penalty: 5823.575684
	Iteration 21Q: 3 clusters Score -1.97462e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 124957 members 
Entering Unmasked Estep 
Score: -19746298.000000 Penalty: 5823.575684
	Iteration 22Q: 3 clusters Score -1.97463e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -19746382.000000 Penalty: 5823.575684
	Iteration 23Q: 3 clusters Score -1.974638e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -19746436.000000 Penalty: 5823.575684
	Iteration 24Q: 3 clusters Score -1.974644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -19746490.000000 Penalty: 5823.575684
	Iteration 25Q: 3 clusters Score -1.974649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -19746534.000000 Penalty: 5823.575684
	Iteration 26Q: 3 clusters Score -1.974653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 125019 members 
Entering Unmasked Estep 
Score: -19746570.000000 Penalty: 5823.575684
	Iteration 27Q: 3 clusters Score -1.974657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 125014 members 
Entering Unmasked Estep 
Score: -19746614.000000 Penalty: 5823.575684
	Iteration 28Q: 3 clusters Score -1.974661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -19746658.000000 Penalty: 5823.575684
	Iteration 29Q: 3 clusters Score -1.974666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -19746648.000000 Penalty: 5823.575684
	Iteration 30Q: 3 clusters Score -1.974665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 124997 members 
Entering Unmasked Estep 
Score: -19746642.000000 Penalty: 5823.575684
	Iteration 31Q: 3 clusters Score -1.974664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 125002 members 
Entering Unmasked Estep 
Score: -19746656.000000 Penalty: 5823.575684
	Iteration 32Q: 3 clusters Score -1.974666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 125005 members 
Entering Unmasked Estep 
Score: -19746646.000000 Penalty: 5823.575684
	Iteration 33Q: 3 clusters Score -1.974665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -19746644.000000 Penalty: 5823.575684
	Iteration 34Q: 3 clusters Score -1.974664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 125002 members 
Entering Unmasked Estep 
Score: -19746654.000000 Penalty: 5823.575684
	Iteration 35Q: 3 clusters Score -1.974665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -19746650.000000 Penalty: 5823.575684
	Iteration 36Q: 3 clusters Score -1.974665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 125000 members 
Entering Unmasked Estep 
Score: -19746652.000000 Penalty: 5823.575684
	Iteration 37F: 3 clusters Score -1.974665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -19746650.000000 Penalty: 5823.575684
	Iteration 38Q: 3 clusters Score -1.974665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -19746660.000000 Penalty: 5823.575684
	Iteration 39Q: 3 clusters Score -1.974666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 124988 members 
Entering Unmasked Estep 
Score: -19746674.000000 Penalty: 5823.575684
	Iteration 40F: 3 clusters Score -1.974667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 124987 members 
Entering Unmasked Estep 
Score: -19746670.000000 Penalty: 5823.575684
	Iteration 41Q: 3 clusters Score -1.974667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -19746674.000000 Penalty: 5823.575684
	Iteration 42Q: 3 clusters Score -1.974667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -19746678.000000 Penalty: 5823.575684
	Iteration 43Q: 3 clusters Score -1.974668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -19746670.000000 Penalty: 5823.575684
	Iteration 44Q: 3 clusters Score -1.974667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -19746670.000000 Penalty: 5823.575684
	Iteration 45F: 3 clusters Score -1.974667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -1329632.125000 Penalty: 2254.957520
	Iteration 0F: 2 clusters Score -1329632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1322649.625000 Penalty: 4509.915039
	Iteration 0F: 3 clusters Score -1322650 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1324659.000000 Penalty: 4509.915039
	Iteration 1F: 3 clusters Score -1324659 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1325041.875000 Penalty: 4509.915039
	Iteration 2F: 3 clusters Score -1325042 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1325438.750000 Penalty: 4509.915039
	Iteration 3F: 3 clusters Score -1325439 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1325859.375000 Penalty: 4509.915039
	Iteration 4F: 3 clusters Score -1325859 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1326320.250000 Penalty: 4509.915039
	Iteration 5F: 3 clusters Score -1326320 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1326801.125000 Penalty: 4509.915039
	Iteration 6F: 3 clusters Score -1326801 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1327248.000000 Penalty: 4509.915039
	Iteration 7F: 3 clusters Score -1327248 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1327612.750000 Penalty: 4509.915039
	Iteration 8Q: 3 clusters Score -1327613 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1327837.625000 Penalty: 4509.915039
	Iteration 9Q: 3 clusters Score -1327838 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1327956.625000 Penalty: 4509.915039
	Iteration 10Q: 3 clusters Score -1327957 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1328028.375000 Penalty: 4509.915039
	Iteration 11Q: 3 clusters Score -1328028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1328087.125000 Penalty: 4509.915039
	Iteration 12Q: 3 clusters Score -1328087 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1328130.625000 Penalty: 4509.915039
	Iteration 13Q: 3 clusters Score -1328131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1328152.875000 Penalty: 4509.915039
	Iteration 14Q: 3 clusters Score -1328153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1328175.250000 Penalty: 4509.915039
	Iteration 15Q: 3 clusters Score -1328175 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1328194.500000 Penalty: 4509.915039
	Iteration 16Q: 3 clusters Score -1328194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1328210.125000 Penalty: 4509.915039
	Iteration 17Q: 3 clusters Score -1328210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1328217.875000 Penalty: 4509.915039
	Iteration 18Q: 3 clusters Score -1328218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1328226.875000 Penalty: 4509.915039
	Iteration 19Q: 3 clusters Score -1328227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1328230.375000 Penalty: 4509.915039
	Iteration 20F: 3 clusters Score -1328230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1328232.250000 Penalty: 4509.915039
	Iteration 21Q: 3 clusters Score -1328232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1328239.000000 Penalty: 4509.915039
	Iteration 22Q: 3 clusters Score -1328239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1328240.500000 Penalty: 4509.915039
	Iteration 23Q: 3 clusters Score -1328240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1328244.000000 Penalty: 4509.915039
	Iteration 24Q: 3 clusters Score -1328244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1328244.250000 Penalty: 4509.915039
	Iteration 25Q: 3 clusters Score -1328244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1328245.500000 Penalty: 4509.915039
	Iteration 26Q: 3 clusters Score -1328246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1328245.750000 Penalty: 4509.915039
	Iteration 27Q: 3 clusters Score -1328246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1328248.750000 Penalty: 4509.915039
	Iteration 28Q: 3 clusters Score -1328249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1328248.250000 Penalty: 4509.915039
	Iteration 29Q: 3 clusters Score -1328248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1328248.500000 Penalty: 4509.915039
	Iteration 30Q: 3 clusters Score -1328248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1328247.500000 Penalty: 4509.915039
	Iteration 31Q: 3 clusters Score -1328248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1328248.500000 Penalty: 4509.915039
	Iteration 32Q: 3 clusters Score -1328248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1328251.125000 Penalty: 4509.915039
	Iteration 33Q: 3 clusters Score -1328251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1328250.500000 Penalty: 4509.915039
	Iteration 34Q: 3 clusters Score -1328250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1328253.750000 Penalty: 4509.915039
	Iteration 35Q: 3 clusters Score -1328254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1328254.875000 Penalty: 4509.915039
	Iteration 36Q: 3 clusters Score -1328255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1328255.625000 Penalty: 4509.915039
	Iteration 37Q: 3 clusters Score -1328256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1328258.000000 Penalty: 4509.915039
	Iteration 38Q: 3 clusters Score -1328258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1328259.000000 Penalty: 4509.915039
	Iteration 39Q: 3 clusters Score -1328259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1328261.625000 Penalty: 4509.915039
	Iteration 40F: 3 clusters Score -1328262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Entering Unmasked Estep 
Score: -3856767.750000 Penalty: 2504.157227
	Iteration 0F: 2 clusters Score -3856768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3839985.250000 Penalty: 5008.314453
	Iteration 0F: 3 clusters Score -3839985 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3845849.000000 Penalty: 5008.314453
	Iteration 1F: 3 clusters Score -3845849 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3846309.250000 Penalty: 5008.314453
	Iteration 2F: 3 clusters Score -3846309 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3846708.750000 Penalty: 5008.314453
	Iteration 3Q: 3 clusters Score -3846709 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3847066.750000 Penalty: 5008.314453
	Iteration 4Q: 3 clusters Score -3847067 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3847367.250000 Penalty: 5008.314453
	Iteration 5Q: 3 clusters Score -3847367 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3847688.000000 Penalty: 5008.314453
	Iteration 6Q: 3 clusters Score -3847688 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3848022.500000 Penalty: 5008.314453
	Iteration 7Q: 3 clusters Score -3848022 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3848430.500000 Penalty: 5008.314453
	Iteration 8Q: 3 clusters Score -3848430 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3848875.000000 Penalty: 5008.314453
	Iteration 9Q: 3 clusters Score -3848875 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3849430.750000 Penalty: 5008.314453
	Iteration 10Q: 3 clusters Score -3849431 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3850130.000000 Penalty: 5008.314453
	Iteration 11Q: 3 clusters Score -3850130 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3850961.250000 Penalty: 5008.314453
	Iteration 12Q: 3 clusters Score -3850961 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3851893.500000 Penalty: 5008.314453
	Iteration 13Q: 3 clusters Score -3851894 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3852672.000000 Penalty: 5008.314453
	Iteration 14Q: 3 clusters Score -3852672 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3853216.500000 Penalty: 5008.314453
	Iteration 15Q: 3 clusters Score -3853216 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3853542.500000 Penalty: 5008.314453
	Iteration 16Q: 3 clusters Score -3853542 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3853731.500000 Penalty: 5008.314453
	Iteration 17Q: 3 clusters Score -3853732 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3853834.000000 Penalty: 5008.314453
	Iteration 18Q: 3 clusters Score -3853834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3853896.250000 Penalty: 5008.314453
	Iteration 19Q: 3 clusters Score -3853896 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3853932.500000 Penalty: 5008.314453
	Iteration 20F: 3 clusters Score -3853932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3853975.750000 Penalty: 5008.314453
	Iteration 21Q: 3 clusters Score -3853976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -3853994.750000 Penalty: 5008.314453
	Iteration 22Q: 3 clusters Score -3853995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3854008.000000 Penalty: 5008.314453
	Iteration 23Q: 3 clusters Score -3854008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3854018.750000 Penalty: 5008.314453
	Iteration 24Q: 3 clusters Score -3854019 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3854036.000000 Penalty: 5008.314453
	Iteration 25Q: 3 clusters Score -3854036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3854044.000000 Penalty: 5008.314453
	Iteration 26Q: 3 clusters Score -3854044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3854048.500000 Penalty: 5008.314453
	Iteration 27Q: 3 clusters Score -3854048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -3854058.250000 Penalty: 5008.314453
	Iteration 28Q: 3 clusters Score -3854058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -3854060.000000 Penalty: 5008.314453
	Iteration 29Q: 3 clusters Score -3854060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3854066.750000 Penalty: 5008.314453
	Iteration 30Q: 3 clusters Score -3854067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3854070.750000 Penalty: 5008.314453
	Iteration 31Q: 3 clusters Score -3854071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3854074.750000 Penalty: 5008.314453
	Iteration 32Q: 3 clusters Score -3854075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3854078.000000 Penalty: 5008.314453
	Iteration 33Q: 3 clusters Score -3854078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3854085.750000 Penalty: 5008.314453
	Iteration 34Q: 3 clusters Score -3854086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3854086.250000 Penalty: 5008.314453
	Iteration 35Q: 3 clusters Score -3854086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3854085.500000 Penalty: 5008.314453
	Iteration 36Q: 3 clusters Score -3854086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3854086.750000 Penalty: 5008.314453
	Iteration 37Q: 3 clusters Score -3854087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3854087.000000 Penalty: 5008.314453
	Iteration 38Q: 3 clusters Score -3854087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3854085.500000 Penalty: 5008.314453
	Iteration 39Q: 3 clusters Score -3854086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3854088.750000 Penalty: 5008.314453
	Iteration 40F: 3 clusters Score -3854089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3854087.250000 Penalty: 5008.314453
	Iteration 41Q: 3 clusters Score -3854087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3854088.000000 Penalty: 5008.314453
	Iteration 42Q: 3 clusters Score -3854088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3854089.500000 Penalty: 5008.314453
	Iteration 43Q: 3 clusters Score -3854090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3854098.750000 Penalty: 5008.314453
	Iteration 44Q: 3 clusters Score -3854099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3854097.750000 Penalty: 5008.314453
	Iteration 45Q: 3 clusters Score -3854098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3854096.250000 Penalty: 5008.314453
	Iteration 46Q: 3 clusters Score -3854096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3854095.250000 Penalty: 5008.314453
	Iteration 47Q: 3 clusters Score -3854095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3854090.750000 Penalty: 5008.314453
	Iteration 48Q: 3 clusters Score -3854091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3854090.500000 Penalty: 5008.314453
	Iteration 49Q: 3 clusters Score -3854090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3854097.250000 Penalty: 5008.314453
	Iteration 50Q: 3 clusters Score -3854097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3854100.500000 Penalty: 5008.314453
	Iteration 51Q: 3 clusters Score -3854100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3854098.000000 Penalty: 5008.314453
	Iteration 52Q: 3 clusters Score -3854098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3854098.750000 Penalty: 5008.314453
	Iteration 53Q: 3 clusters Score -3854099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3854098.000000 Penalty: 5008.314453
	Iteration 54Q: 3 clusters Score -3854098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3854096.250000 Penalty: 5008.314453
	Iteration 55Q: 3 clusters Score -3854096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3854098.000000 Penalty: 5008.314453
	Iteration 56Q: 3 clusters Score -3854098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3854094.500000 Penalty: 5008.314453
	Iteration 57Q: 3 clusters Score -3854094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3854094.500000 Penalty: 5008.314453
	Iteration 58F: 3 clusters Score -3854094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -281782.281250 Penalty: 1880.519165
	Iteration 0F: 2 clusters Score -281782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -279169.437500 Penalty: 3761.038330
	Iteration 0F: 3 clusters Score -279169.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -279744.187500 Penalty: 3761.038330
	Iteration 1F: 3 clusters Score -279744.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -280034.218750 Penalty: 3761.038330
	Iteration 2F: 3 clusters Score -280034.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -280288.187500 Penalty: 3761.038330
	Iteration 3F: 3 clusters Score -280288.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -280510.093750 Penalty: 3761.038330
	Iteration 4F: 3 clusters Score -280510.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -280679.156250 Penalty: 3761.038330
	Iteration 5F: 3 clusters Score -280679.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280830.187500 Penalty: 3761.038330
	Iteration 6Q: 3 clusters Score -280830.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -280920.468750 Penalty: 3761.038330
	Iteration 7Q: 3 clusters Score -280920.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -280971.687500 Penalty: 3761.038330
	Iteration 8Q: 3 clusters Score -280971.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -281005.531250 Penalty: 3761.038330
	Iteration 9Q: 3 clusters Score -281005.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -281040.843750 Penalty: 3761.038330
	Iteration 10Q: 3 clusters Score -281040.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -281061.781250 Penalty: 3761.038330
	Iteration 11Q: 3 clusters Score -281061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -281080.468750 Penalty: 3761.038330
	Iteration 12Q: 3 clusters Score -281080.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -281106.125000 Penalty: 3761.038330
	Iteration 13Q: 3 clusters Score -281106.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -281127.625000 Penalty: 3761.038330
	Iteration 14Q: 3 clusters Score -281127.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -281139.031250 Penalty: 3761.038330
	Iteration 15Q: 3 clusters Score -281139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -281147.781250 Penalty: 3761.038330
	Iteration 16Q: 3 clusters Score -281147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -281152.000000 Penalty: 3761.038330
	Iteration 17Q: 3 clusters Score -281152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -281155.250000 Penalty: 3761.038330
	Iteration 18Q: 3 clusters Score -281155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -281156.406250 Penalty: 3761.038330
	Iteration 19Q: 3 clusters Score -281156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -281157.000000 Penalty: 3761.038330
	Iteration 20F: 3 clusters Score -281157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Entering Unmasked Estep 
Score: -1601498.625000 Penalty: 2291.543213
	Iteration 0F: 2 clusters Score -1601499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1593677.750000 Penalty: 4583.086426
	Iteration 0F: 3 clusters Score -1593678 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1596185.000000 Penalty: 4583.086426
	Iteration 1F: 3 clusters Score -1596185 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1596632.375000 Penalty: 4583.086426
	Iteration 2F: 3 clusters Score -1596632 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1596989.000000 Penalty: 4583.086426
	Iteration 3F: 3 clusters Score -1596989 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1597310.125000 Penalty: 4583.086426
	Iteration 4F: 3 clusters Score -1597310 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1597624.625000 Penalty: 4583.086426
	Iteration 5F: 3 clusters Score -1597625 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1597951.875000 Penalty: 4583.086426
	Iteration 6Q: 3 clusters Score -1597952 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1598318.875000 Penalty: 4583.086426
	Iteration 7F: 3 clusters Score -1598319 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1598692.250000 Penalty: 4583.086426
	Iteration 8Q: 3 clusters Score -1598692 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1599087.875000 Penalty: 4583.086426
	Iteration 9Q: 3 clusters Score -1599088 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1599471.000000 Penalty: 4583.086426
	Iteration 10Q: 3 clusters Score -1599471 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1599840.250000 Penalty: 4583.086426
	Iteration 11Q: 3 clusters Score -1599840 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1600077.500000 Penalty: 4583.086426
	Iteration 12Q: 3 clusters Score -1600078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1600195.375000 Penalty: 4583.086426
	Iteration 13Q: 3 clusters Score -1600195 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1600271.500000 Penalty: 4583.086426
	Iteration 14Q: 3 clusters Score -1600272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1600311.625000 Penalty: 4583.086426
	Iteration 15Q: 3 clusters Score -1600312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1600342.375000 Penalty: 4583.086426
	Iteration 16Q: 3 clusters Score -1600342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1600364.500000 Penalty: 4583.086426
	Iteration 17Q: 3 clusters Score -1600364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1600378.750000 Penalty: 4583.086426
	Iteration 18Q: 3 clusters Score -1600379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1600404.250000 Penalty: 4583.086426
	Iteration 19Q: 3 clusters Score -1600404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1600426.625000 Penalty: 4583.086426
	Iteration 20F: 3 clusters Score -1600427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1600445.500000 Penalty: 4583.086426
	Iteration 21Q: 3 clusters Score -1600446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1600459.000000 Penalty: 4583.086426
	Iteration 22Q: 3 clusters Score -1600459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1600471.125000 Penalty: 4583.086426
	Iteration 23Q: 3 clusters Score -1600471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1600483.125000 Penalty: 4583.086426
	Iteration 24Q: 3 clusters Score -1600483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1600498.000000 Penalty: 4583.086426
	Iteration 25Q: 3 clusters Score -1600498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1600506.375000 Penalty: 4583.086426
	Iteration 26Q: 3 clusters Score -1600506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1600506.375000 Penalty: 4583.086426
	Iteration 27Q: 3 clusters Score -1600506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1600509.750000 Penalty: 4583.086426
	Iteration 28Q: 3 clusters Score -1600510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1600512.875000 Penalty: 4583.086426
	Iteration 29Q: 3 clusters Score -1600513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1600516.125000 Penalty: 4583.086426
	Iteration 30Q: 3 clusters Score -1600516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1600520.125000 Penalty: 4583.086426
	Iteration 31Q: 3 clusters Score -1600520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1600522.500000 Penalty: 4583.086426
	Iteration 32Q: 3 clusters Score -1600522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1600524.500000 Penalty: 4583.086426
	Iteration 33Q: 3 clusters Score -1600524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1600526.000000 Penalty: 4583.086426
	Iteration 34Q: 3 clusters Score -1600526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1600529.125000 Penalty: 4583.086426
	Iteration 35Q: 3 clusters Score -1600529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1600530.875000 Penalty: 4583.086426
	Iteration 36Q: 3 clusters Score -1600531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1600533.000000 Penalty: 4583.086426
	Iteration 37Q: 3 clusters Score -1600533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1600533.000000 Penalty: 4583.086426
	Iteration 38F: 3 clusters Score -1600533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Entering Unmasked Estep 
Score: -1889288.250000 Penalty: 2335.423340
	Iteration 0F: 2 clusters Score -1889288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1880165.375000 Penalty: 4670.846680
	Iteration 0F: 3 clusters Score -1880165 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1883214.750000 Penalty: 4670.846680
	Iteration 1F: 3 clusters Score -1883215 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1883964.875000 Penalty: 4670.846680
	Iteration 2F: 3 clusters Score -1883965 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1884707.625000 Penalty: 4670.846680
	Iteration 3F: 3 clusters Score -1884708 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1885356.875000 Penalty: 4670.846680
	Iteration 4F: 3 clusters Score -1885357 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1885891.375000 Penalty: 4670.846680
	Iteration 5F: 3 clusters Score -1885891 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1886341.375000 Penalty: 4670.846680
	Iteration 6F: 3 clusters Score -1886341 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1886651.250000 Penalty: 4670.846680
	Iteration 7Q: 3 clusters Score -1886651 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1886863.500000 Penalty: 4670.846680
	Iteration 8Q: 3 clusters Score -1886864 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1886975.625000 Penalty: 4670.846680
	Iteration 9Q: 3 clusters Score -1886976 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1887067.250000 Penalty: 4670.846680
	Iteration 10Q: 3 clusters Score -1887067 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1887124.125000 Penalty: 4670.846680
	Iteration 11Q: 3 clusters Score -1887124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1887166.875000 Penalty: 4670.846680
	Iteration 12Q: 3 clusters Score -1887167 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1887206.625000 Penalty: 4670.846680
	Iteration 13Q: 3 clusters Score -1887207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1887226.000000 Penalty: 4670.846680
	Iteration 14Q: 3 clusters Score -1887226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1887239.625000 Penalty: 4670.846680
	Iteration 15Q: 3 clusters Score -1887240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1887247.625000 Penalty: 4670.846680
	Iteration 16Q: 3 clusters Score -1887248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1887260.375000 Penalty: 4670.846680
	Iteration 17Q: 3 clusters Score -1887260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1887266.375000 Penalty: 4670.846680
	Iteration 18Q: 3 clusters Score -1887266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1887276.250000 Penalty: 4670.846680
	Iteration 19Q: 3 clusters Score -1887276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1887281.625000 Penalty: 4670.846680
	Iteration 20F: 3 clusters Score -1887282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1887280.875000 Penalty: 4670.846680
	Iteration 21Q: 3 clusters Score -1887281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1887289.875000 Penalty: 4670.846680
	Iteration 22Q: 3 clusters Score -1887290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1887294.250000 Penalty: 4670.846680
	Iteration 23Q: 3 clusters Score -1887294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1887292.875000 Penalty: 4670.846680
	Iteration 24Q: 3 clusters Score -1887293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1887293.375000 Penalty: 4670.846680
	Iteration 25Q: 3 clusters Score -1887293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1887295.875000 Penalty: 4670.846680
	Iteration 26Q: 3 clusters Score -1887296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1887301.750000 Penalty: 4670.846680
	Iteration 27Q: 3 clusters Score -1887302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1887299.250000 Penalty: 4670.846680
	Iteration 28Q: 3 clusters Score -1887299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1887298.000000 Penalty: 4670.846680
	Iteration 29Q: 3 clusters Score -1887298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1887301.500000 Penalty: 4670.846680
	Iteration 30Q: 3 clusters Score -1887302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1887304.000000 Penalty: 4670.846680
	Iteration 31Q: 3 clusters Score -1887304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1887301.750000 Penalty: 4670.846680
	Iteration 32Q: 3 clusters Score -1887302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1887300.000000 Penalty: 4670.846680
	Iteration 33Q: 3 clusters Score -1887300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1887299.750000 Penalty: 4670.846680
	Iteration 34Q: 3 clusters Score -1887300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1887299.250000 Penalty: 4670.846680
	Iteration 35Q: 3 clusters Score -1887299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1887301.125000 Penalty: 4670.846680
	Iteration 36Q: 3 clusters Score -1887301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1887299.375000 Penalty: 4670.846680
	Iteration 37Q: 3 clusters Score -1887299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1887301.125000 Penalty: 4670.846680
	Iteration 38Q: 3 clusters Score -1887301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1887301.125000 Penalty: 4670.846680
	Iteration 39F: 3 clusters Score -1887301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 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 403 members 
Entering Unmasked Estep 
Score: -97520.164062 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97520.16 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -97998.843750 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -97998.84 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98397.710938 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98397.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98656.046875 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98656.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98831.140625 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -98831.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -99042.500000 Penalty: 3284.217285
	Iteration 5F: 3 clusters Score -99042.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99167.593750 Penalty: 3284.217285
	Iteration 6F: 3 clusters Score -99167.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -99226.648438 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -99226.65 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99289.843750 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -99289.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99362.687500 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -99362.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -99411.921875 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -99411.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99450.914062 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -99450.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99496.968750 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -99496.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -99523.390625 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -99523.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99541.750000 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -99541.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -99562.085938 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -99562.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99574.507812 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -99574.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99579.437500 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -99579.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99579.437500 Penalty: 3284.217285
	Iteration 18F: 3 clusters Score -99579.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125628 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24280 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 208 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99392 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28602 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 543 members 
Entering Unmasked Estep 
Score: -86721872.000000 Penalty: 128097.218750
Splitting cluster 15 changes total score from -86723096.000000 to -86721872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (34524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Entering Unmasked Estep 
Score: -5350587.000000 Penalty: 2591.453857
	Iteration 0F: 2 clusters Score -5350587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5326988.000000 Penalty: 5182.907715
	Iteration 0F: 3 clusters Score -5326988 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -5335555.500000 Penalty: 5182.907715
	Iteration 1F: 3 clusters Score -5335556 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -5336014.500000 Penalty: 5182.907715
	Iteration 2Q: 3 clusters Score -5336014 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -5336398.500000 Penalty: 5182.907715
	Iteration 3Q: 3 clusters Score -5336398 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -5336810.500000 Penalty: 5182.907715
	Iteration 4Q: 3 clusters Score -5336810 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -5337211.000000 Penalty: 5182.907715
	Iteration 5Q: 3 clusters Score -5337211 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5337666.000000 Penalty: 5182.907715
	Iteration 6Q: 3 clusters Score -5337666 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5338125.000000 Penalty: 5182.907715
	Iteration 7Q: 3 clusters Score -5338125 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5338673.000000 Penalty: 5182.907715
	Iteration 8Q: 3 clusters Score -5338673 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -5339203.000000 Penalty: 5182.907715
	Iteration 9Q: 3 clusters Score -5339203 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5339766.500000 Penalty: 5182.907715
	Iteration 10Q: 3 clusters Score -5339766 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -5340438.500000 Penalty: 5182.907715
	Iteration 11Q: 3 clusters Score -5340438 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -5341159.500000 Penalty: 5182.907715
	Iteration 12Q: 3 clusters Score -5341160 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -5341883.500000 Penalty: 5182.907715
	Iteration 13Q: 3 clusters Score -5341884 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -5342662.500000 Penalty: 5182.907715
	Iteration 14Q: 3 clusters Score -5342662 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -5343422.500000 Penalty: 5182.907715
	Iteration 15Q: 3 clusters Score -5343422 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -5344219.000000 Penalty: 5182.907715
	Iteration 16Q: 3 clusters Score -5344219 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -5344941.500000 Penalty: 5182.907715
	Iteration 17Q: 3 clusters Score -5344942 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -5345643.000000 Penalty: 5182.907715
	Iteration 18Q: 3 clusters Score -5345643 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5346347.000000 Penalty: 5182.907715
	Iteration 19Q: 3 clusters Score -5346347 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5346939.500000 Penalty: 5182.907715
	Iteration 20F: 3 clusters Score -5346940 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5347340.500000 Penalty: 5182.907715
	Iteration 21Q: 3 clusters Score -5347340 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5347583.500000 Penalty: 5182.907715
	Iteration 22Q: 3 clusters Score -5347584 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5347764.500000 Penalty: 5182.907715
	Iteration 23Q: 3 clusters Score -5347764 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5347894.000000 Penalty: 5182.907715
	Iteration 24Q: 3 clusters Score -5347894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5347999.500000 Penalty: 5182.907715
	Iteration 25Q: 3 clusters Score -5348000 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5348063.000000 Penalty: 5182.907715
	Iteration 26Q: 3 clusters Score -5348063 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5348088.000000 Penalty: 5182.907715
	Iteration 27Q: 3 clusters Score -5348088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5348129.500000 Penalty: 5182.907715
	Iteration 28Q: 3 clusters Score -5348130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5348163.000000 Penalty: 5182.907715
	Iteration 29Q: 3 clusters Score -5348163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5348199.500000 Penalty: 5182.907715
	Iteration 30Q: 3 clusters Score -5348200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5348222.000000 Penalty: 5182.907715
	Iteration 31Q: 3 clusters Score -5348222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5348240.500000 Penalty: 5182.907715
	Iteration 32Q: 3 clusters Score -5348240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5348248.500000 Penalty: 5182.907715
	Iteration 33Q: 3 clusters Score -5348248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5348259.000000 Penalty: 5182.907715
	Iteration 34Q: 3 clusters Score -5348259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5348264.000000 Penalty: 5182.907715
	Iteration 35Q: 3 clusters Score -5348264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5348270.000000 Penalty: 5182.907715
	Iteration 36Q: 3 clusters Score -5348270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5348281.000000 Penalty: 5182.907715
	Iteration 37Q: 3 clusters Score -5348281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5348289.500000 Penalty: 5182.907715
	Iteration 38Q: 3 clusters Score -5348290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5348299.500000 Penalty: 5182.907715
	Iteration 39Q: 3 clusters Score -5348300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5348297.500000 Penalty: 5182.907715
	Iteration 40F: 3 clusters Score -5348298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5348302.500000 Penalty: 5182.907715
	Iteration 41Q: 3 clusters Score -5348302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5348305.500000 Penalty: 5182.907715
	Iteration 42Q: 3 clusters Score -5348306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5348302.000000 Penalty: 5182.907715
	Iteration 43Q: 3 clusters Score -5348302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5348308.000000 Penalty: 5182.907715
	Iteration 44Q: 3 clusters Score -5348308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5348315.500000 Penalty: 5182.907715
	Iteration 45Q: 3 clusters Score -5348316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5348317.500000 Penalty: 5182.907715
	Iteration 46Q: 3 clusters Score -5348318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5348316.500000 Penalty: 5182.907715
	Iteration 47Q: 3 clusters Score -5348316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5348331.500000 Penalty: 5182.907715
	Iteration 48Q: 3 clusters Score -5348332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5348338.500000 Penalty: 5182.907715
	Iteration 49Q: 3 clusters Score -5348338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5348348.500000 Penalty: 5182.907715
	Iteration 50Q: 3 clusters Score -5348348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5348350.500000 Penalty: 5182.907715
	Iteration 51Q: 3 clusters Score -5348350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5348353.500000 Penalty: 5182.907715
	Iteration 52Q: 3 clusters Score -5348354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5348362.500000 Penalty: 5182.907715
	Iteration 53Q: 3 clusters Score -5348362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5348368.500000 Penalty: 5182.907715
	Iteration 54Q: 3 clusters Score -5348368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5348366.500000 Penalty: 5182.907715
	Iteration 55Q: 3 clusters Score -5348366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5348368.000000 Penalty: 5182.907715
	Iteration 56Q: 3 clusters Score -5348368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5348363.500000 Penalty: 5182.907715
	Iteration 57Q: 3 clusters Score -5348364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5348359.000000 Penalty: 5182.907715
	Iteration 58Q: 3 clusters Score -5348359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5348365.000000 Penalty: 5182.907715
	Iteration 59Q: 3 clusters Score -5348365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5348372.000000 Penalty: 5182.907715
	Iteration 60F: 3 clusters Score -5348372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5348372.500000 Penalty: 5182.907715
	Iteration 61Q: 3 clusters Score -5348372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5348372.500000 Penalty: 5182.907715
	Iteration 62F: 3 clusters Score -5348372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -254665.812500 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -254665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -252231.656250 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -252231.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -252623.531250 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -252623.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -252749.734375 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -252749.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -252835.937500 Penalty: 3687.098633
	Iteration 3Q: 3 clusters Score -252835.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -252893.781250 Penalty: 3687.098633
	Iteration 4Q: 3 clusters Score -252893.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -252929.765625 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -252929.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -252959.312500 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -252959.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -252983.031250 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -252983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -253008.109375 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -253008.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -253021.171875 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -253021.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -253037.218750 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -253037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -253042.984375 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -253043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -253050.656250 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -253050.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -253060.359375 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -253060.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -253072.437500 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -253072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -253078.796875 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -253078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -253081.859375 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -253081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -253083.875000 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -253083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -253089.015625 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -253089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -253093.187500 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -253093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -253099.828125 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -253099.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -253100.546875 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -253100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -253101.062500 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -253101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -253101.062500 Penalty: 3687.098633
	Iteration 23F: 3 clusters Score -253101.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -981243.250000 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -981243.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -975966.500000 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -975966.5 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -977304.250000 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -977304.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -977656.312500 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -977656.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -977925.750000 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -977925.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -978123.250000 Penalty: 4332.341797
	Iteration 4F: 3 clusters Score -978123.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -978304.500000 Penalty: 4332.341797
	Iteration 5Q: 3 clusters Score -978304.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -978523.187500 Penalty: 4332.341797
	Iteration 6Q: 3 clusters Score -978523.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -978737.500000 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -978737.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -978922.000000 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -978922 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -979070.125000 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -979070.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -979188.062500 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -979188.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -979283.312500 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -979283.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -979358.625000 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -979358.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -979431.125000 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -979431.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -979485.062500 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -979485.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -979528.250000 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -979528.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -979557.875000 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -979557.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -979584.875000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -979584.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -979605.125000 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -979605.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -979622.750000 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -979622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -979633.562500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -979633.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -979643.375000 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -979643.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -979657.062500 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -979657.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -979667.125000 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -979667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -979674.250000 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -979674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -979675.687500 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -979675.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -979677.500000 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -979677.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -979681.250000 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -979681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -979682.562500 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -979682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -979685.125000 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -979685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -979685.562500 Penalty: 4332.341797
	Iteration 30Q: 3 clusters Score -979685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -979687.062500 Penalty: 4332.341797
	Iteration 31Q: 3 clusters Score -979687.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -979689.812500 Penalty: 4332.341797
	Iteration 32Q: 3 clusters Score -979689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -979694.750000 Penalty: 4332.341797
	Iteration 33Q: 3 clusters Score -979694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -979696.500000 Penalty: 4332.341797
	Iteration 34Q: 3 clusters Score -979696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -979696.437500 Penalty: 4332.341797
	Iteration 35Q: 3 clusters Score -979696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -979696.875000 Penalty: 4332.341797
	Iteration 36Q: 3 clusters Score -979696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -979699.437500 Penalty: 4332.341797
	Iteration 37Q: 3 clusters Score -979699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -979699.437500 Penalty: 4332.341797
	Iteration 38F: 3 clusters Score -979699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1209718.750000 Penalty: 2221.973145
	Iteration 0F: 2 clusters Score -1209719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1203342.000000 Penalty: 4443.946289
	Iteration 0F: 3 clusters Score -1203342 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1205135.625000 Penalty: 4443.946289
	Iteration 1F: 3 clusters Score -1205136 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1205488.250000 Penalty: 4443.946289
	Iteration 2F: 3 clusters Score -1205488 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1205795.250000 Penalty: 4443.946289
	Iteration 3F: 3 clusters Score -1205795 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1206147.375000 Penalty: 4443.946289
	Iteration 4F: 3 clusters Score -1206147 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1206528.750000 Penalty: 4443.946289
	Iteration 5F: 3 clusters Score -1206529 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1206880.750000 Penalty: 4443.946289
	Iteration 6F: 3 clusters Score -1206881 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1207191.250000 Penalty: 4443.946289
	Iteration 7Q: 3 clusters Score -1207191 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1207440.500000 Penalty: 4443.946289
	Iteration 8Q: 3 clusters Score -1207440 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1207653.250000 Penalty: 4443.946289
	Iteration 9Q: 3 clusters Score -1207653 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1207855.750000 Penalty: 4443.946289
	Iteration 10Q: 3 clusters Score -1207856 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1208011.875000 Penalty: 4443.946289
	Iteration 11Q: 3 clusters Score -1208012 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1208128.125000 Penalty: 4443.946289
	Iteration 12Q: 3 clusters Score -1208128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1208240.250000 Penalty: 4443.946289
	Iteration 13Q: 3 clusters Score -1208240 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1208327.625000 Penalty: 4443.946289
	Iteration 14Q: 3 clusters Score -1208328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1208388.375000 Penalty: 4443.946289
	Iteration 15Q: 3 clusters Score -1208388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1208428.500000 Penalty: 4443.946289
	Iteration 16Q: 3 clusters Score -1208428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1208458.500000 Penalty: 4443.946289
	Iteration 17Q: 3 clusters Score -1208458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1208476.375000 Penalty: 4443.946289
	Iteration 18Q: 3 clusters Score -1208476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1208486.500000 Penalty: 4443.946289
	Iteration 19Q: 3 clusters Score -1208486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1208491.625000 Penalty: 4443.946289
	Iteration 20F: 3 clusters Score -1208492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1208496.875000 Penalty: 4443.946289
	Iteration 21Q: 3 clusters Score -1208497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1208501.000000 Penalty: 4443.946289
	Iteration 22Q: 3 clusters Score -1208501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1208508.500000 Penalty: 4443.946289
	Iteration 23Q: 3 clusters Score -1208508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1208508.500000 Penalty: 4443.946289
	Iteration 24Q: 3 clusters Score -1208508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1208513.625000 Penalty: 4443.946289
	Iteration 25Q: 3 clusters Score -1208514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1208512.625000 Penalty: 4443.946289
	Iteration 26Q: 3 clusters Score -1208513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1208513.500000 Penalty: 4443.946289
	Iteration 27Q: 3 clusters Score -1208514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1208516.125000 Penalty: 4443.946289
	Iteration 28Q: 3 clusters Score -1208516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1208516.750000 Penalty: 4443.946289
	Iteration 29Q: 3 clusters Score -1208517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1208518.750000 Penalty: 4443.946289
	Iteration 30Q: 3 clusters Score -1208519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1208520.125000 Penalty: 4443.946289
	Iteration 31Q: 3 clusters Score -1208520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1208517.625000 Penalty: 4443.946289
	Iteration 32Q: 3 clusters Score -1208518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1208519.500000 Penalty: 4443.946289
	Iteration 33Q: 3 clusters Score -1208520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1208518.250000 Penalty: 4443.946289
	Iteration 34Q: 3 clusters Score -1208518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1208518.250000 Penalty: 4443.946289
	Iteration 35F: 3 clusters Score -1208518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 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 313 members 
Entering Unmasked Estep 
Score: -68157.195312 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68157.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68514.117188 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68514.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68774.156250 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68774.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -68841.187500 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -68841.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68879.343750 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68879.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68922.984375 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68922.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68965.281250 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68965.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69001.601562 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -69001.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69040.890625 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -69040.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69064.281250 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -69064.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69090.671875 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -69090.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69102.898438 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -69102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69125.140625 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -69125.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69125.140625 Penalty: 3189.140869
	Iteration 13F: 3 clusters Score -69125.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -379246.906250 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -379246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -376352.562500 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -376352.6 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -376911.031250 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -376911 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -377043.687500 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -377043.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -377127.593750 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -377127.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -377186.656250 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -377186.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -377229.625000 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -377229.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -377254.968750 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -377255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -377277.156250 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -377277.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -377296.312500 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -377296.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -377305.281250 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -377305.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -377315.093750 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -377315.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -377322.125000 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -377322.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -377325.093750 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -377325.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -377327.593750 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -377327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -377332.031250 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -377332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -377335.187500 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -377335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -377336.500000 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -377336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -377339.781250 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -377339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -377342.437500 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -377342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -377343.906250 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -377343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -377345.468750 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -377345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -377346.250000 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -377346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -377347.062500 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -377347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -377347.625000 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -377347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -377347.968750 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -377348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -377347.968750 Penalty: 3863.158691
	Iteration 25F: 3 clusters Score -377348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119987.773438 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -119987.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -120351.414062 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120351.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120487.695312 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120487.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120562.054688 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -120562.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120620.000000 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120690.226562 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -120690.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120740.546875 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -120740.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120769.921875 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -120769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120784.906250 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -120784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120788.632812 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -120788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120788.632812 Penalty: 3365.651611
	Iteration 10F: 3 clusters Score -120788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -228509.203125 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228509.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -228873.656250 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228873.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -229030.296875 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229030.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -229123.796875 Penalty: 3658.437500
	Iteration 3F: 3 clusters Score -229123.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -229192.937500 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229192.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229223.984375 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -229245.937500 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229245.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -229265.000000 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229287.625000 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229287.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229303.843750 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229303.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -229314.625000 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -229320.718750 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229325.234375 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -229332.406250 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229332.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -229346.078125 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229346.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -229360.140625 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229360.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229379.250000 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229379.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -229395.953125 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229406.734375 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229406.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -229419.734375 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -229446.000000 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -229471.250000 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -229471.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -229507.859375 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -229507.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -229537.265625 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -229537.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -229559.406250 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -229559.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -229580.453125 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -229580.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -229602.171875 Penalty: 3658.437500
	Iteration 26Q: 3 clusters Score -229602.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229618.015625 Penalty: 3658.437500
	Iteration 27Q: 3 clusters Score -229618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229630.718750 Penalty: 3658.437500
	Iteration 28Q: 3 clusters Score -229630.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229641.765625 Penalty: 3658.437500
	Iteration 29Q: 3 clusters Score -229641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229648.406250 Penalty: 3658.437500
	Iteration 30Q: 3 clusters Score -229648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229650.750000 Penalty: 3658.437500
	Iteration 31Q: 3 clusters Score -229650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229652.375000 Penalty: 3658.437500
	Iteration 32Q: 3 clusters Score -229652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -229652.984375 Penalty: 3658.437500
	Iteration 33Q: 3 clusters Score -229653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -229652.984375 Penalty: 3658.437500
	Iteration 34F: 3 clusters Score -229653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Entering Unmasked Estep 
Score: -17279416.000000 Penalty: 2878.049805
	Iteration 0F: 2 clusters Score -1.727942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -17208172.000000 Penalty: 5756.099609
	Iteration 0F: 3 clusters Score -1.720817e+07 nChanged 52005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -17239186.000000 Penalty: 5756.099609
	Iteration 1F: 3 clusters Score -1.723919e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -17241700.000000 Penalty: 5756.099609
	Iteration 2Q: 3 clusters Score -1.72417e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68579 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -17245752.000000 Penalty: 5756.099609
	Iteration 3F: 3 clusters Score -1.724575e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -17252188.000000 Penalty: 5756.099609
	Iteration 4F: 3 clusters Score -1.725219e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -17260318.000000 Penalty: 5756.099609
	Iteration 5F: 3 clusters Score -1.726032e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88267 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -17268440.000000 Penalty: 5756.099609
	Iteration 6F: 3 clusters Score -1.726844e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -17273512.000000 Penalty: 5756.099609
	Iteration 7Q: 3 clusters Score -1.727351e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92477 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -17275016.000000 Penalty: 5756.099609
	Iteration 8Q: 3 clusters Score -1.727502e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -17275630.000000 Penalty: 5756.099609
	Iteration 9Q: 3 clusters Score -1.727563e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -17276026.000000 Penalty: 5756.099609
	Iteration 10Q: 3 clusters Score -1.727603e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94693 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -17276312.000000 Penalty: 5756.099609
	Iteration 11Q: 3 clusters Score -1.727631e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95421 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -17276568.000000 Penalty: 5756.099609
	Iteration 12Q: 3 clusters Score -1.727657e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -17276740.000000 Penalty: 5756.099609
	Iteration 13Q: 3 clusters Score -1.727674e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -17277020.000000 Penalty: 5756.099609
	Iteration 14Q: 3 clusters Score -1.727702e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -17277148.000000 Penalty: 5756.099609
	Iteration 15Q: 3 clusters Score -1.727715e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -17277288.000000 Penalty: 5756.099609
	Iteration 16Q: 3 clusters Score -1.727729e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -17277516.000000 Penalty: 5756.099609
	Iteration 17Q: 3 clusters Score -1.727752e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -17277610.000000 Penalty: 5756.099609
	Iteration 18Q: 3 clusters Score -1.727761e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -17277736.000000 Penalty: 5756.099609
	Iteration 19Q: 3 clusters Score -1.727774e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -17277866.000000 Penalty: 5756.099609
	Iteration 20F: 3 clusters Score -1.727787e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -17277888.000000 Penalty: 5756.099609
	Iteration 21Q: 3 clusters Score -1.727789e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -17277920.000000 Penalty: 5756.099609
	Iteration 22Q: 3 clusters Score -1.727792e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -17277912.000000 Penalty: 5756.099609
	Iteration 23Q: 3 clusters Score -1.727791e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -17277812.000000 Penalty: 5756.099609
	Iteration 24Q: 3 clusters Score -1.727781e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -17277774.000000 Penalty: 5756.099609
	Iteration 25Q: 3 clusters Score -1.727777e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106796 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -17277756.000000 Penalty: 5756.099609
	Iteration 26Q: 3 clusters Score -1.727776e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -17277772.000000 Penalty: 5756.099609
	Iteration 27Q: 3 clusters Score -1.727777e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107670 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -17277820.000000 Penalty: 5756.099609
	Iteration 28Q: 3 clusters Score -1.727782e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17277794.000000 Penalty: 5756.099609
	Iteration 29Q: 3 clusters Score -1.727779e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108163 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -17277808.000000 Penalty: 5756.099609
	Iteration 30Q: 3 clusters Score -1.727781e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108315 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -17277770.000000 Penalty: 5756.099609
	Iteration 31Q: 3 clusters Score -1.727777e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17277796.000000 Penalty: 5756.099609
	Iteration 32Q: 3 clusters Score -1.72778e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17277756.000000 Penalty: 5756.099609
	Iteration 33Q: 3 clusters Score -1.727776e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -17277740.000000 Penalty: 5756.099609
	Iteration 34Q: 3 clusters Score -1.727774e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -17277730.000000 Penalty: 5756.099609
	Iteration 35Q: 3 clusters Score -1.727773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -17277710.000000 Penalty: 5756.099609
	Iteration 36Q: 3 clusters Score -1.727771e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -17277700.000000 Penalty: 5756.099609
	Iteration 37Q: 3 clusters Score -1.72777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -17277694.000000 Penalty: 5756.099609
	Iteration 38Q: 3 clusters Score -1.727769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -17277700.000000 Penalty: 5756.099609
	Iteration 39Q: 3 clusters Score -1.72777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -17277694.000000 Penalty: 5756.099609
	Iteration 40F: 3 clusters Score -1.727769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -17277704.000000 Penalty: 5756.099609
	Iteration 41Q: 3 clusters Score -1.72777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -17277684.000000 Penalty: 5756.099609
	Iteration 42Q: 3 clusters Score -1.727768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108847 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -17277686.000000 Penalty: 5756.099609
	Iteration 43Q: 3 clusters Score -1.727769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -17277674.000000 Penalty: 5756.099609
	Iteration 44Q: 3 clusters Score -1.727767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108858 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -17277680.000000 Penalty: 5756.099609
	Iteration 45Q: 3 clusters Score -1.727768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108862 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -17277666.000000 Penalty: 5756.099609
	Iteration 46Q: 3 clusters Score -1.727767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17277676.000000 Penalty: 5756.099609
	Iteration 47Q: 3 clusters Score -1.727768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17277668.000000 Penalty: 5756.099609
	Iteration 48Q: 3 clusters Score -1.727767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -17277668.000000 Penalty: 5756.099609
	Iteration 49F: 3 clusters Score -1.727767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -436577.750000 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -436577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -433327.750000 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -433327.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -434041.468750 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -434041.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -434217.750000 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -434217.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -434323.562500 Penalty: 3960.293457
	Iteration 3F: 3 clusters Score -434323.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -434397.625000 Penalty: 3960.293457
	Iteration 4Q: 3 clusters Score -434397.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -434464.812500 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -434464.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -434527.625000 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -434527.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -434598.468750 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -434598.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -434652.968750 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -434653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -434695.218750 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -434695.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -434722.687500 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -434722.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -434757.656250 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -434757.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -434799.562500 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -434799.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -434841.812500 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -434841.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -434897.093750 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -434897.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -434961.281250 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -434961.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -435005.781250 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -435005.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -435064.906250 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -435064.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -435116.281250 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -435116.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -435170.218750 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -435170.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -435234.937500 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -435234.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -435290.500000 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -435290.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -435322.031250 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -435322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -435330.187500 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -435330.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -435335.281250 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -435335.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -435341.343750 Penalty: 3960.293457
	Iteration 25Q: 3 clusters Score -435341.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -435348.468750 Penalty: 3960.293457
	Iteration 26Q: 3 clusters Score -435348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -435351.125000 Penalty: 3960.293457
	Iteration 27Q: 3 clusters Score -435351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -435351.093750 Penalty: 3960.293457
	Iteration 28Q: 3 clusters Score -435351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -435353.687500 Penalty: 3960.293457
	Iteration 29Q: 3 clusters Score -435353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -435355.312500 Penalty: 3960.293457
	Iteration 30Q: 3 clusters Score -435355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -435355.312500 Penalty: 3960.293457
	Iteration 31F: 3 clusters Score -435355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (99392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99392 members 
Entering Unmasked Estep 
Score: -15692380.000000 Penalty: 2853.693115
	Iteration 0F: 2 clusters Score -1.569238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -15626896.000000 Penalty: 5707.386230
	Iteration 0F: 3 clusters Score -1.56269e+07 nChanged 46972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -15653712.000000 Penalty: 5707.386230
	Iteration 1F: 3 clusters Score -1.565371e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -15654876.000000 Penalty: 5707.386230
	Iteration 2Q: 3 clusters Score -1.565488e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -15656740.000000 Penalty: 5707.386230
	Iteration 3Q: 3 clusters Score -1.565674e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -15659496.000000 Penalty: 5707.386230
	Iteration 4F: 3 clusters Score -1.56595e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -15663993.000000 Penalty: 5707.386230
	Iteration 5F: 3 clusters Score -1.566399e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -15670245.000000 Penalty: 5707.386230
	Iteration 6F: 3 clusters Score -1.567024e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -15677270.000000 Penalty: 5707.386230
	Iteration 7F: 3 clusters Score -1.567727e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -15683251.000000 Penalty: 5707.386230
	Iteration 8F: 3 clusters Score -1.568325e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 90139 members 
Entering Unmasked Estep 
Score: -15687048.000000 Penalty: 5707.386230
	Iteration 9Q: 3 clusters Score -1.568705e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -15688728.000000 Penalty: 5707.386230
	Iteration 10Q: 3 clusters Score -1.568873e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -15689369.000000 Penalty: 5707.386230
	Iteration 11Q: 3 clusters Score -1.568937e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -15689640.000000 Penalty: 5707.386230
	Iteration 12Q: 3 clusters Score -1.568964e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -15689924.000000 Penalty: 5707.386230
	Iteration 13Q: 3 clusters Score -1.568992e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 94762 members 
Entering Unmasked Estep 
Score: -15690109.000000 Penalty: 5707.386230
	Iteration 14Q: 3 clusters Score -1.569011e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 95207 members 
Entering Unmasked Estep 
Score: -15690259.000000 Penalty: 5707.386230
	Iteration 15Q: 3 clusters Score -1.569026e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -15690325.000000 Penalty: 5707.386230
	Iteration 16Q: 3 clusters Score -1.569032e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -15690397.000000 Penalty: 5707.386230
	Iteration 17Q: 3 clusters Score -1.56904e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -15690459.000000 Penalty: 5707.386230
	Iteration 18Q: 3 clusters Score -1.569046e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -15690462.000000 Penalty: 5707.386230
	Iteration 19Q: 3 clusters Score -1.569046e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -15690484.000000 Penalty: 5707.386230
	Iteration 20F: 3 clusters Score -1.569048e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 96692 members 
Entering Unmasked Estep 
Score: -15690495.000000 Penalty: 5707.386230
	Iteration 21Q: 3 clusters Score -1.56905e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 96823 members 
Entering Unmasked Estep 
Score: -15690523.000000 Penalty: 5707.386230
	Iteration 22Q: 3 clusters Score -1.569052e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -15690506.000000 Penalty: 5707.386230
	Iteration 23Q: 3 clusters Score -1.569051e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -15690502.000000 Penalty: 5707.386230
	Iteration 24Q: 3 clusters Score -1.56905e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -15690505.000000 Penalty: 5707.386230
	Iteration 25Q: 3 clusters Score -1.56905e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 97209 members 
Entering Unmasked Estep 
Score: -15690511.000000 Penalty: 5707.386230
	Iteration 26Q: 3 clusters Score -1.569051e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -15690497.000000 Penalty: 5707.386230
	Iteration 27Q: 3 clusters Score -1.56905e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -15690479.000000 Penalty: 5707.386230
	Iteration 28Q: 3 clusters Score -1.569048e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 97410 members 
Entering Unmasked Estep 
Score: -15690497.000000 Penalty: 5707.386230
	Iteration 29Q: 3 clusters Score -1.56905e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 97456 members 
Entering Unmasked Estep 
Score: -15690505.000000 Penalty: 5707.386230
	Iteration 30Q: 3 clusters Score -1.56905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 97499 members 
Entering Unmasked Estep 
Score: -15690521.000000 Penalty: 5707.386230
	Iteration 31Q: 3 clusters Score -1.569052e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -15690521.000000 Penalty: 5707.386230
	Iteration 32Q: 3 clusters Score -1.569052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -15690525.000000 Penalty: 5707.386230
	Iteration 33Q: 3 clusters Score -1.569052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -15690527.000000 Penalty: 5707.386230
	Iteration 34Q: 3 clusters Score -1.569053e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 97622 members 
Entering Unmasked Estep 
Score: -15690540.000000 Penalty: 5707.386230
	Iteration 35Q: 3 clusters Score -1.569054e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -15690540.000000 Penalty: 5707.386230
	Iteration 36Q: 3 clusters Score -1.569054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -15690530.000000 Penalty: 5707.386230
	Iteration 37Q: 3 clusters Score -1.569053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -15690528.000000 Penalty: 5707.386230
	Iteration 38Q: 3 clusters Score -1.569053e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -15690522.000000 Penalty: 5707.386230
	Iteration 39Q: 3 clusters Score -1.569052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -15690527.000000 Penalty: 5707.386230
	Iteration 40F: 3 clusters Score -1.569053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 97713 members 
Entering Unmasked Estep 
Score: -15690525.000000 Penalty: 5707.386230
	Iteration 41Q: 3 clusters Score -1.569052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 97713 members 
Entering Unmasked Estep 
Score: -15690529.000000 Penalty: 5707.386230
	Iteration 42Q: 3 clusters Score -1.569053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -15690521.000000 Penalty: 5707.386230
	Iteration 43Q: 3 clusters Score -1.569052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -15690521.000000 Penalty: 5707.386230
	Iteration 44F: 3 clusters Score -1.569052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73674.843750 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73674.84 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73893.351562 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73893.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73967.789062 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -73967.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74011.539062 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -74011.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74032.140625 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -74032.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74042.250000 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -74042.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74050.398438 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -74050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74054.195312 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -74054.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74057.570312 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -74057.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74060.539062 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -74060.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -74066.031250 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -74066.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74068.656250 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -74068.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74074.242188 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -74074.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74074.242188 Penalty: 3144.818115
	Iteration 13F: 3 clusters Score -74074.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Entering Unmasked Estep 
Score: -2416164.750000 Penalty: 2390.972412
	Iteration 0F: 2 clusters Score -2416165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2405077.000000 Penalty: 4781.944824
	Iteration 0F: 3 clusters Score -2405077 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2408514.000000 Penalty: 4781.944824
	Iteration 1F: 3 clusters Score -2408514 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2408883.500000 Penalty: 4781.944824
	Iteration 2F: 3 clusters Score -2408884 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2409161.500000 Penalty: 4781.944824
	Iteration 3Q: 3 clusters Score -2409162 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2409408.250000 Penalty: 4781.944824
	Iteration 4Q: 3 clusters Score -2409408 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2409690.000000 Penalty: 4781.944824
	Iteration 5Q: 3 clusters Score -2409690 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2410040.000000 Penalty: 4781.944824
	Iteration 6Q: 3 clusters Score -2410040 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2410508.750000 Penalty: 4781.944824
	Iteration 7Q: 3 clusters Score -2410509 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2411102.000000 Penalty: 4781.944824
	Iteration 8F: 3 clusters Score -2411102 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2411821.250000 Penalty: 4781.944824
	Iteration 9F: 3 clusters Score -2411821 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2412474.000000 Penalty: 4781.944824
	Iteration 10F: 3 clusters Score -2412474 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2413071.500000 Penalty: 4781.944824
	Iteration 11Q: 3 clusters Score -2413072 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2413501.500000 Penalty: 4781.944824
	Iteration 12Q: 3 clusters Score -2413502 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2413720.000000 Penalty: 4781.944824
	Iteration 13Q: 3 clusters Score -2413720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2413849.750000 Penalty: 4781.944824
	Iteration 14Q: 3 clusters Score -2413850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2413934.000000 Penalty: 4781.944824
	Iteration 15Q: 3 clusters Score -2413934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2413991.750000 Penalty: 4781.944824
	Iteration 16Q: 3 clusters Score -2413992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2414033.250000 Penalty: 4781.944824
	Iteration 17Q: 3 clusters Score -2414033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2414046.500000 Penalty: 4781.944824
	Iteration 18Q: 3 clusters Score -2414046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2414059.000000 Penalty: 4781.944824
	Iteration 19Q: 3 clusters Score -2414059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2414064.250000 Penalty: 4781.944824
	Iteration 20F: 3 clusters Score -2414064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2414066.000000 Penalty: 4781.944824
	Iteration 21Q: 3 clusters Score -2414066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2414074.500000 Penalty: 4781.944824
	Iteration 22Q: 3 clusters Score -2414074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2414080.500000 Penalty: 4781.944824
	Iteration 23Q: 3 clusters Score -2414080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2414084.250000 Penalty: 4781.944824
	Iteration 24Q: 3 clusters Score -2414084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2414088.250000 Penalty: 4781.944824
	Iteration 25Q: 3 clusters Score -2414088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2414090.250000 Penalty: 4781.944824
	Iteration 26Q: 3 clusters Score -2414090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2414090.000000 Penalty: 4781.944824
	Iteration 27Q: 3 clusters Score -2414090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2414090.250000 Penalty: 4781.944824
	Iteration 28Q: 3 clusters Score -2414090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2414092.500000 Penalty: 4781.944824
	Iteration 29Q: 3 clusters Score -2414092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2414092.500000 Penalty: 4781.944824
	Iteration 30Q: 3 clusters Score -2414092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2414092.500000 Penalty: 4781.944824
	Iteration 31F: 3 clusters Score -2414092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -429107.687500 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -429107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -425978.843750 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -425978.8 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -426763.343750 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -426763.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -427053.656250 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -427053.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -427401.156250 Penalty: 3952.629883
	Iteration 3F: 3 clusters Score -427401.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -427799.531250 Penalty: 3952.629883
	Iteration 4F: 3 clusters Score -427799.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -428158.156250 Penalty: 3952.629883
	Iteration 5F: 3 clusters Score -428158.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -428421.500000 Penalty: 3952.629883
	Iteration 6F: 3 clusters Score -428421.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -428563.812500 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -428563.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -428631.906250 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -428631.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -428678.937500 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -428678.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -428709.375000 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -428709.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -428725.531250 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -428725.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -428741.156250 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -428741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -428748.093750 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -428748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -428751.000000 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -428751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -428752.656250 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -428752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -428753.156250 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -428753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -428753.156250 Penalty: 3952.629883
	Iteration 17F: 3 clusters Score -428753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Entering Unmasked Estep 
Score: -4355147.000000 Penalty: 2541.345459
	Iteration 0F: 2 clusters Score -4355147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4335767.000000 Penalty: 5082.690918
	Iteration 0F: 3 clusters Score -4335767 nChanged 12650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4342547.500000 Penalty: 5082.690918
	Iteration 1F: 3 clusters Score -4342548 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4342939.000000 Penalty: 5082.690918
	Iteration 2Q: 3 clusters Score -4342939 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4343261.500000 Penalty: 5082.690918
	Iteration 3Q: 3 clusters Score -4343262 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4343480.500000 Penalty: 5082.690918
	Iteration 4Q: 3 clusters Score -4343480 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4343728.500000 Penalty: 5082.690918
	Iteration 5Q: 3 clusters Score -4343728 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4343927.500000 Penalty: 5082.690918
	Iteration 6Q: 3 clusters Score -4343928 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4344149.500000 Penalty: 5082.690918
	Iteration 7Q: 3 clusters Score -4344150 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4344384.000000 Penalty: 5082.690918
	Iteration 8Q: 3 clusters Score -4344384 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4344660.000000 Penalty: 5082.690918
	Iteration 9Q: 3 clusters Score -4344660 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4345082.500000 Penalty: 5082.690918
	Iteration 10Q: 3 clusters Score -4345082 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4345631.000000 Penalty: 5082.690918
	Iteration 11Q: 3 clusters Score -4345631 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4346345.500000 Penalty: 5082.690918
	Iteration 12Q: 3 clusters Score -4346346 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4347241.000000 Penalty: 5082.690918
	Iteration 13F: 3 clusters Score -4347241 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4348221.500000 Penalty: 5082.690918
	Iteration 14F: 3 clusters Score -4348222 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4349419.000000 Penalty: 5082.690918
	Iteration 15F: 3 clusters Score -4349419 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4350568.000000 Penalty: 5082.690918
	Iteration 16Q: 3 clusters Score -4350568 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -4351505.500000 Penalty: 5082.690918
	Iteration 17Q: 3 clusters Score -4351506 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4352109.000000 Penalty: 5082.690918
	Iteration 18Q: 3 clusters Score -4352109 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4352465.000000 Penalty: 5082.690918
	Iteration 19Q: 3 clusters Score -4352465 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -4352657.500000 Penalty: 5082.690918
	Iteration 20F: 3 clusters Score -4352658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4352763.500000 Penalty: 5082.690918
	Iteration 21Q: 3 clusters Score -4352764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4352829.000000 Penalty: 5082.690918
	Iteration 22Q: 3 clusters Score -4352829 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -4352867.500000 Penalty: 5082.690918
	Iteration 23Q: 3 clusters Score -4352868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -4352908.000000 Penalty: 5082.690918
	Iteration 24Q: 3 clusters Score -4352908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4352932.000000 Penalty: 5082.690918
	Iteration 25Q: 3 clusters Score -4352932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -4352945.000000 Penalty: 5082.690918
	Iteration 26Q: 3 clusters Score -4352945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -4352953.500000 Penalty: 5082.690918
	Iteration 27Q: 3 clusters Score -4352954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4352956.000000 Penalty: 5082.690918
	Iteration 28Q: 3 clusters Score -4352956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4352957.000000 Penalty: 5082.690918
	Iteration 29Q: 3 clusters Score -4352957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -4352966.000000 Penalty: 5082.690918
	Iteration 30Q: 3 clusters Score -4352966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -4352961.500000 Penalty: 5082.690918
	Iteration 31Q: 3 clusters Score -4352962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4352963.000000 Penalty: 5082.690918
	Iteration 32Q: 3 clusters Score -4352963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4352963.000000 Penalty: 5082.690918
	Iteration 33F: 3 clusters Score -4352963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Entering Unmasked Estep 
Score: -4528146.000000 Penalty: 2544.785645
	Iteration 0F: 2 clusters Score -4528146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4508598.500000 Penalty: 5089.571289
	Iteration 0F: 3 clusters Score -4508598 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4515615.500000 Penalty: 5089.571289
	Iteration 1F: 3 clusters Score -4515616 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4516091.000000 Penalty: 5089.571289
	Iteration 2F: 3 clusters Score -4516091 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -4516512.000000 Penalty: 5089.571289
	Iteration 3Q: 3 clusters Score -4516512 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4516922.500000 Penalty: 5089.571289
	Iteration 4Q: 3 clusters Score -4516922 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4517270.500000 Penalty: 5089.571289
	Iteration 5Q: 3 clusters Score -4517270 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4517719.000000 Penalty: 5089.571289
	Iteration 6Q: 3 clusters Score -4517719 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4518297.000000 Penalty: 5089.571289
	Iteration 7Q: 3 clusters Score -4518297 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -4519033.000000 Penalty: 5089.571289
	Iteration 8Q: 3 clusters Score -4519033 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4520078.000000 Penalty: 5089.571289
	Iteration 9F: 3 clusters Score -4520078 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4521397.500000 Penalty: 5089.571289
	Iteration 10F: 3 clusters Score -4521398 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4522869.000000 Penalty: 5089.571289
	Iteration 11F: 3 clusters Score -4522869 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4524124.000000 Penalty: 5089.571289
	Iteration 12F: 3 clusters Score -4524124 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4525021.500000 Penalty: 5089.571289
	Iteration 13Q: 3 clusters Score -4525022 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4525531.500000 Penalty: 5089.571289
	Iteration 14Q: 3 clusters Score -4525532 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4525780.000000 Penalty: 5089.571289
	Iteration 15Q: 3 clusters Score -4525780 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4525910.500000 Penalty: 5089.571289
	Iteration 16Q: 3 clusters Score -4525910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4525991.500000 Penalty: 5089.571289
	Iteration 17Q: 3 clusters Score -4525992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4526031.000000 Penalty: 5089.571289
	Iteration 18Q: 3 clusters Score -4526031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4526061.500000 Penalty: 5089.571289
	Iteration 19Q: 3 clusters Score -4526062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4526078.000000 Penalty: 5089.571289
	Iteration 20F: 3 clusters Score -4526078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4526098.000000 Penalty: 5089.571289
	Iteration 21Q: 3 clusters Score -4526098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4526104.000000 Penalty: 5089.571289
	Iteration 22Q: 3 clusters Score -4526104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4526127.000000 Penalty: 5089.571289
	Iteration 23Q: 3 clusters Score -4526127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4526141.000000 Penalty: 5089.571289
	Iteration 24Q: 3 clusters Score -4526141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4526145.500000 Penalty: 5089.571289
	Iteration 25Q: 3 clusters Score -4526146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4526148.500000 Penalty: 5089.571289
	Iteration 26Q: 3 clusters Score -4526148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4526148.500000 Penalty: 5089.571289
	Iteration 27F: 3 clusters Score -4526148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11698.744141 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11698.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11910.027344 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -11910.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11991.661133 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -11991.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12048.682617 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12048.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12070.470703 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12070.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12098.285156 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -12098.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12191.983398 Penalty: 2607.717773
	Iteration 6Q: 3 clusters Score -12191.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12250.670898 Penalty: 2607.717773
	Iteration 7Q: 3 clusters Score -12250.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12293.567383 Penalty: 2607.717773
	Iteration 8Q: 3 clusters Score -12293.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12337.187500 Penalty: 2607.717773
	Iteration 9Q: 3 clusters Score -12337.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12376.889648 Penalty: 2607.717773
	Iteration 10Q: 3 clusters Score -12376.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12376.889648 Penalty: 2607.717773
	Iteration 11F: 3 clusters Score -12376.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -1102648.250000 Penalty: 2211.791992
	Iteration 0F: 2 clusters Score -1102648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1096557.000000 Penalty: 4423.583984
	Iteration 0F: 3 clusters Score -1096557 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1098348.000000 Penalty: 4423.583984
	Iteration 1F: 3 clusters Score -1098348 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1098752.375000 Penalty: 4423.583984
	Iteration 2F: 3 clusters Score -1098752 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1099088.000000 Penalty: 4423.583984
	Iteration 3F: 3 clusters Score -1099088 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1099478.500000 Penalty: 4423.583984
	Iteration 4F: 3 clusters Score -1099478 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1099930.125000 Penalty: 4423.583984
	Iteration 5F: 3 clusters Score -1099930 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1100354.875000 Penalty: 4423.583984
	Iteration 6F: 3 clusters Score -1100355 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1100686.000000 Penalty: 4423.583984
	Iteration 7F: 3 clusters Score -1100686 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1100914.500000 Penalty: 4423.583984
	Iteration 8Q: 3 clusters Score -1100914 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1101097.500000 Penalty: 4423.583984
	Iteration 9Q: 3 clusters Score -1101098 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1101243.375000 Penalty: 4423.583984
	Iteration 10Q: 3 clusters Score -1101243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1101357.750000 Penalty: 4423.583984
	Iteration 11Q: 3 clusters Score -1101358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1101451.750000 Penalty: 4423.583984
	Iteration 12Q: 3 clusters Score -1101452 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1101529.500000 Penalty: 4423.583984
	Iteration 13Q: 3 clusters Score -1101530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1101596.250000 Penalty: 4423.583984
	Iteration 14Q: 3 clusters Score -1101596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1101651.625000 Penalty: 4423.583984
	Iteration 15Q: 3 clusters Score -1101652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1101684.125000 Penalty: 4423.583984
	Iteration 16Q: 3 clusters Score -1101684 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1101720.250000 Penalty: 4423.583984
	Iteration 17Q: 3 clusters Score -1101720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1101767.000000 Penalty: 4423.583984
	Iteration 18Q: 3 clusters Score -1101767 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1101816.875000 Penalty: 4423.583984
	Iteration 19Q: 3 clusters Score -1101817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1101854.250000 Penalty: 4423.583984
	Iteration 20F: 3 clusters Score -1101854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1101898.250000 Penalty: 4423.583984
	Iteration 21Q: 3 clusters Score -1101898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1101928.875000 Penalty: 4423.583984
	Iteration 22Q: 3 clusters Score -1101929 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1101958.000000 Penalty: 4423.583984
	Iteration 23Q: 3 clusters Score -1101958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1101986.750000 Penalty: 4423.583984
	Iteration 24Q: 3 clusters Score -1101987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1102007.500000 Penalty: 4423.583984
	Iteration 25Q: 3 clusters Score -1102008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1102027.875000 Penalty: 4423.583984
	Iteration 26Q: 3 clusters Score -1102028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1102049.000000 Penalty: 4423.583984
	Iteration 27Q: 3 clusters Score -1102049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1102069.375000 Penalty: 4423.583984
	Iteration 28Q: 3 clusters Score -1102069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1102086.125000 Penalty: 4423.583984
	Iteration 29Q: 3 clusters Score -1102086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1102097.625000 Penalty: 4423.583984
	Iteration 30Q: 3 clusters Score -1102098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1102115.000000 Penalty: 4423.583984
	Iteration 31Q: 3 clusters Score -1102115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1102126.500000 Penalty: 4423.583984
	Iteration 32Q: 3 clusters Score -1102126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1102133.625000 Penalty: 4423.583984
	Iteration 33Q: 3 clusters Score -1102134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1102142.000000 Penalty: 4423.583984
	Iteration 34Q: 3 clusters Score -1102142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1102155.125000 Penalty: 4423.583984
	Iteration 35Q: 3 clusters Score -1102155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1102173.750000 Penalty: 4423.583984
	Iteration 36Q: 3 clusters Score -1102174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1102181.875000 Penalty: 4423.583984
	Iteration 37Q: 3 clusters Score -1102182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1102192.000000 Penalty: 4423.583984
	Iteration 38Q: 3 clusters Score -1102192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1102200.375000 Penalty: 4423.583984
	Iteration 39Q: 3 clusters Score -1102200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1102210.000000 Penalty: 4423.583984
	Iteration 40F: 3 clusters Score -1102210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1102218.875000 Penalty: 4423.583984
	Iteration 41Q: 3 clusters Score -1102219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1102231.375000 Penalty: 4423.583984
	Iteration 42Q: 3 clusters Score -1102231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1102242.375000 Penalty: 4423.583984
	Iteration 43Q: 3 clusters Score -1102242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1102247.625000 Penalty: 4423.583984
	Iteration 44Q: 3 clusters Score -1102248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1102256.125000 Penalty: 4423.583984
	Iteration 45Q: 3 clusters Score -1102256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1102262.875000 Penalty: 4423.583984
	Iteration 46Q: 3 clusters Score -1102263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1102276.125000 Penalty: 4423.583984
	Iteration 47Q: 3 clusters Score -1102276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1102285.500000 Penalty: 4423.583984
	Iteration 48Q: 3 clusters Score -1102286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1102292.125000 Penalty: 4423.583984
	Iteration 49Q: 3 clusters Score -1102292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1102298.250000 Penalty: 4423.583984
	Iteration 50Q: 3 clusters Score -1102298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1102304.250000 Penalty: 4423.583984
	Iteration 51Q: 3 clusters Score -1102304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1102308.500000 Penalty: 4423.583984
	Iteration 52Q: 3 clusters Score -1102308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1102316.375000 Penalty: 4423.583984
	Iteration 53Q: 3 clusters Score -1102316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1102321.500000 Penalty: 4423.583984
	Iteration 54Q: 3 clusters Score -1102322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1102329.750000 Penalty: 4423.583984
	Iteration 55Q: 3 clusters Score -1102330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1102338.750000 Penalty: 4423.583984
	Iteration 56Q: 3 clusters Score -1102339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1102349.375000 Penalty: 4423.583984
	Iteration 57Q: 3 clusters Score -1102349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1102362.500000 Penalty: 4423.583984
	Iteration 58Q: 3 clusters Score -1102362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1102373.500000 Penalty: 4423.583984
	Iteration 59Q: 3 clusters Score -1102374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1102389.500000 Penalty: 4423.583984
	Iteration 60F: 3 clusters Score -1102390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1102399.375000 Penalty: 4423.583984
	Iteration 61Q: 3 clusters Score -1102399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1102408.875000 Penalty: 4423.583984
	Iteration 62Q: 3 clusters Score -1102409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1102417.625000 Penalty: 4423.583984
	Iteration 63Q: 3 clusters Score -1102418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1102421.625000 Penalty: 4423.583984
	Iteration 64Q: 3 clusters Score -1102422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1102424.875000 Penalty: 4423.583984
	Iteration 65Q: 3 clusters Score -1102425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1102428.750000 Penalty: 4423.583984
	Iteration 66Q: 3 clusters Score -1102429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1102428.750000 Penalty: 4423.583984
	Iteration 67Q: 3 clusters Score -1102429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1102427.625000 Penalty: 4423.583984
	Iteration 68Q: 3 clusters Score -1102428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1102429.250000 Penalty: 4423.583984
	Iteration 69Q: 3 clusters Score -1102429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1102430.125000 Penalty: 4423.583984
	Iteration 70Q: 3 clusters Score -1102430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1102434.625000 Penalty: 4423.583984
	Iteration 71Q: 3 clusters Score -1102435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1102435.875000 Penalty: 4423.583984
	Iteration 72Q: 3 clusters Score -1102436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1102434.875000 Penalty: 4423.583984
	Iteration 73Q: 3 clusters Score -1102435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1102436.375000 Penalty: 4423.583984
	Iteration 74Q: 3 clusters Score -1102436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1102437.750000 Penalty: 4423.583984
	Iteration 75Q: 3 clusters Score -1102438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1102436.500000 Penalty: 4423.583984
	Iteration 76Q: 3 clusters Score -1102436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1102436.500000 Penalty: 4423.583984
	Iteration 77F: 3 clusters Score -1102436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -115889.968750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -115890 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 410 members 
Entering Unmasked Estep 
Score: -114145.835938 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -114145.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -114468.070312 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -114468.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114577.632812 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -114577.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114659.679688 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -114659.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114752.929688 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -114752.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -114894.000000 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -114894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -115083.984375 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -115084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -115243.656250 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -115243.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115362.632812 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -115362.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -115472.945312 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -115472.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115552.273438 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -115552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -115600.671875 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -115600.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -115607.007812 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -115607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -115607.585938 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -115607.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115608.093750 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -115608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115610.437500 Penalty: 3330.830322
	Iteration 15F: 3 clusters Score -115610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115618.437500 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -115618.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115618.437500 Penalty: 3330.830322
	Iteration 17F: 3 clusters Score -115618.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34724.351562 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34724.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34841.031250 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34841.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34925.164062 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34925.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -35001.070312 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -35001.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -35042.863281 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -35042.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -35089.460938 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -35089.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -35103.078125 Penalty: 2760.002197
	Iteration 6Q: 3 clusters Score -35103.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35118.218750 Penalty: 2760.002197
	Iteration 7Q: 3 clusters Score -35118.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35123.359375 Penalty: 2760.002197
	Iteration 8Q: 3 clusters Score -35123.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35123.359375 Penalty: 2760.002197
	Iteration 9F: 3 clusters Score -35123.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37213.500000 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37213.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37336.437500 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37336.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37354.812500 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37354.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37362.503906 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37362.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37364.050781 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37364.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37364.050781 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -37364.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -17874.437500 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17874.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18154.933594 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -18154.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18227.689453 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18227.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18246.882812 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -18246.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18251.917969 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18251.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18253.525391 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -18253.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18253.525391 Penalty: 2699.439209
	Iteration 6F: 3 clusters Score -18253.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -31857.376953 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -31857.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30682.009766 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -30682.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30747.294922 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -30747.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30771.390625 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -30771.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30773.085938 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30773.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30773.085938 Penalty: 2699.439209
	Iteration 4F: 3 clusters Score -30773.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125628 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24280 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99392 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28208 members 
Mstep: Class 31 contains 28602 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723144.000000 Penalty: 124812.671875
Iteration 439Q: 39 clusters Score -8.672314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125622 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24278 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34523 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109654 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99392 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15383 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28211 members 
Mstep: Class 31 contains 28603 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 440F: 39 clusters Score -8.672313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125624 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24277 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34523 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99396 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28210 members 
Mstep: Class 31 contains 28603 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723096.000000 Penalty: 124812.671875
Iteration 441Q: 39 clusters Score -8.67231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125623 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24276 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34523 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109650 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99397 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28209 members 
Mstep: Class 31 contains 28604 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 124812.671875
Iteration 442Q: 39 clusters Score -8.672316e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125622 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24273 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34524 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99400 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28209 members 
Mstep: Class 31 contains 28605 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 124812.671875
Iteration 443Q: 39 clusters Score -8.672312e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125615 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24271 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12296 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109645 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99409 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28210 members 
Mstep: Class 31 contains 28607 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 124812.671875
Iteration 444Q: 39 clusters Score -8.672312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125608 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24268 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109647 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99412 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28211 members 
Mstep: Class 31 contains 28609 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 445Q: 39 clusters Score -8.672314e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125596 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24267 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34525 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109647 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99422 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15387 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28213 members 
Mstep: Class 31 contains 28609 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723080.000000 Penalty: 124812.671875
Iteration 446Q: 39 clusters Score -8.672308e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125588 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24267 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109643 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99429 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15387 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28216 members 
Mstep: Class 31 contains 28610 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 447Q: 39 clusters Score -8.672313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125584 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24266 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12297 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109641 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99434 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28217 members 
Mstep: Class 31 contains 28612 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723144.000000 Penalty: 124812.671875
Iteration 448Q: 39 clusters Score -8.672314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125577 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99435 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28218 members 
Mstep: Class 31 contains 28612 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 124812.671875
Iteration 449Q: 39 clusters Score -8.672318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125573 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109646 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99436 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28218 members 
Mstep: Class 31 contains 28615 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723192.000000 Penalty: 124812.671875
Iteration 450Q: 39 clusters Score -8.672319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125566 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109650 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99437 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28217 members 
Mstep: Class 31 contains 28619 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 124812.671875
Iteration 451Q: 39 clusters Score -8.672318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125558 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109661 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99436 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28215 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723152.000000 Penalty: 124812.671875
Iteration 452Q: 39 clusters Score -8.672315e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125554 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24266 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109660 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99438 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28217 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723168.000000 Penalty: 124812.671875
Iteration 453Q: 39 clusters Score -8.672317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125551 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24266 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109660 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99439 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28218 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723192.000000 Penalty: 124812.671875
Iteration 454Q: 39 clusters Score -8.672319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125555 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109655 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99440 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28219 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 455Q: 39 clusters Score -8.672313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125557 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24264 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109650 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99441 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28222 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 124812.671875
Iteration 456Q: 39 clusters Score -8.672316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125556 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24264 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109651 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99440 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28223 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723200.000000 Penalty: 124812.671875
Iteration 457Q: 39 clusters Score -8.67232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125550 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24263 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109656 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99443 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28224 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 124812.671875
Iteration 458Q: 39 clusters Score -8.672318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125545 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24264 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109654 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99444 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28619 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723200.000000 Penalty: 124812.671875
Iteration 459Q: 39 clusters Score -8.67232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6887 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125545 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109657 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99443 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28619 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 124812.671875
Iteration 460F: 39 clusters Score -8.672321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125547 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109658 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99437 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15384 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28620 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 124812.671875
Iteration 461Q: 39 clusters Score -8.672321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125545 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6213 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109658 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99436 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28621 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723216.000000 Penalty: 124812.671875
Iteration 462Q: 39 clusters Score -8.672322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125544 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24265 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109657 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99436 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28622 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723240.000000 Penalty: 124812.671875
Iteration 463Q: 39 clusters Score -8.672324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125546 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24264 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109656 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99435 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28623 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7469 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723256.000000 Penalty: 124812.671875
Iteration 464Q: 39 clusters Score -8.672326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125547 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24263 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109656 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99434 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28623 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7470 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 124812.671875
Iteration 465Q: 39 clusters Score -8.672321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125548 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24262 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34529 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109658 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99430 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15385 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28624 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 124812.671875
Iteration 466Q: 39 clusters Score -8.672321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 125549 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24262 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109658 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99433 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28621 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 124812.671875
Iteration 467Q: 39 clusters Score -8.672322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125550 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24262 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109659 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99433 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 124812.671875
Iteration 468Q: 39 clusters Score -8.672322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125550 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24262 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109663 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99430 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723216.000000 Penalty: 124812.671875
Iteration 469Q: 39 clusters Score -8.672322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125549 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24262 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109664 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99430 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 124812.671875
Iteration 470Q: 39 clusters Score -8.672321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125547 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24262 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109664 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99432 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723216.000000 Penalty: 124812.671875
Iteration 471Q: 39 clusters Score -8.672322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125548 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24261 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109664 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99432 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723224.000000 Penalty: 124812.671875
Iteration 472Q: 39 clusters Score -8.672322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125546 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24261 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109666 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99432 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723232.000000 Penalty: 124812.671875
Iteration 473Q: 39 clusters Score -8.672323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125543 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24261 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109668 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99433 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 124812.671875
Iteration 474Q: 39 clusters Score -8.672318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125541 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99432 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723184.000000 Penalty: 124812.671875
Iteration 475Q: 39 clusters Score -8.672318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125539 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24259 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34528 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109675 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99433 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 124812.671875
Iteration 476Q: 39 clusters Score -8.672321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125535 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109677 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99435 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723176.000000 Penalty: 124812.671875
Iteration 477Q: 39 clusters Score -8.672318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125533 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109678 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99436 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28226 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723168.000000 Penalty: 124812.671875
Iteration 478Q: 39 clusters Score -8.672317e+07 nChanged 3
Entering ConstructFrom: 
Score: -86723168.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -109737.789062 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -109737.8 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 442 members 
Entering Unmasked Estep 
Score: -107966.710938 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -107966.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -108364.656250 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -108364.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108612.070312 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -108612.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -108752.320312 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -108752.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -108828.007812 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -108828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -108919.539062 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -108919.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -108983.250000 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -108983.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -109015.710938 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -109015.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -109036.210938 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -109036.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109068.640625 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -109068.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109097.507812 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -109097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109115.468750 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -109115.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -109134.039062 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -109134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -109145.406250 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -109145.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -109155.320312 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -109155.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109162.796875 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -109162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -109170.742188 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -109170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -109172.898438 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -109172.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109175.625000 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -109175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -109183.828125 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -109183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109199.414062 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -109199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109224.484375 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -109224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -109228.421875 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -109228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -109232.062500 Penalty: 3358.311768
	Iteration 23Q: 3 clusters Score -109232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109232.859375 Penalty: 3358.311768
	Iteration 24Q: 3 clusters Score -109232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109232.859375 Penalty: 3358.311768
	Iteration 25F: 3 clusters Score -109232.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -358115.562500 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -358115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -355295.218750 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -355295.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -355870.218750 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -355870.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -356034.406250 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -356034.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -356154.718750 Penalty: 3859.858887
	Iteration 3F: 3 clusters Score -356154.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -356251.625000 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -356251.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -356327.375000 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -356327.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -356399.687500 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -356399.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -356457.468750 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -356457.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -356498.375000 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -356498.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -356554.375000 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -356554.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -356604.656250 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -356604.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -356660.562500 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -356660.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -356703.656250 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -356703.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -356732.031250 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -356732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -356759.031250 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -356759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -356783.343750 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -356783.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -356798.593750 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -356798.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -356810.750000 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -356810.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -356819.375000 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -356819.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -356826.062500 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -356826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -356832.968750 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -356833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -356840.281250 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -356840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -356847.156250 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -356847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -356850.593750 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -356850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356852.781250 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -356852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -356853.750000 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -356853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356853.812500 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -356853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -356854.750000 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -356854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356854.687500 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -356854.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356854.687500 Penalty: 3859.858887
	Iteration 29F: 3 clusters Score -356854.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Entering Unmasked Estep 
Score: -2193259.500000 Penalty: 2366.935547
	Iteration 0F: 2 clusters Score -2193260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2183133.500000 Penalty: 4733.871094
	Iteration 0F: 3 clusters Score -2183134 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2186386.750000 Penalty: 4733.871094
	Iteration 1F: 3 clusters Score -2186387 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2186910.500000 Penalty: 4733.871094
	Iteration 2F: 3 clusters Score -2186910 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2187556.000000 Penalty: 4733.871094
	Iteration 3F: 3 clusters Score -2187556 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2188209.750000 Penalty: 4733.871094
	Iteration 4F: 3 clusters Score -2188210 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2188845.500000 Penalty: 4733.871094
	Iteration 5F: 3 clusters Score -2188846 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2189468.750000 Penalty: 4733.871094
	Iteration 6F: 3 clusters Score -2189469 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2190081.250000 Penalty: 4733.871094
	Iteration 7F: 3 clusters Score -2190081 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2190626.750000 Penalty: 4733.871094
	Iteration 8F: 3 clusters Score -2190627 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2191061.250000 Penalty: 4733.871094
	Iteration 9Q: 3 clusters Score -2191061 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2191435.500000 Penalty: 4733.871094
	Iteration 10Q: 3 clusters Score -2191436 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2191745.250000 Penalty: 4733.871094
	Iteration 11Q: 3 clusters Score -2191745 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2191987.250000 Penalty: 4733.871094
	Iteration 12Q: 3 clusters Score -2191987 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2192151.000000 Penalty: 4733.871094
	Iteration 13Q: 3 clusters Score -2192151 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2192272.750000 Penalty: 4733.871094
	Iteration 14Q: 3 clusters Score -2192273 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2192345.250000 Penalty: 4733.871094
	Iteration 15Q: 3 clusters Score -2192345 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2192398.000000 Penalty: 4733.871094
	Iteration 16Q: 3 clusters Score -2192398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2192437.500000 Penalty: 4733.871094
	Iteration 17Q: 3 clusters Score -2192438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2192456.750000 Penalty: 4733.871094
	Iteration 18Q: 3 clusters Score -2192457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2192481.000000 Penalty: 4733.871094
	Iteration 19Q: 3 clusters Score -2192481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2192498.750000 Penalty: 4733.871094
	Iteration 20F: 3 clusters Score -2192499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2192515.250000 Penalty: 4733.871094
	Iteration 21Q: 3 clusters Score -2192515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2192528.750000 Penalty: 4733.871094
	Iteration 22Q: 3 clusters Score -2192529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2192545.250000 Penalty: 4733.871094
	Iteration 23Q: 3 clusters Score -2192545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2192562.000000 Penalty: 4733.871094
	Iteration 24Q: 3 clusters Score -2192562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2192574.750000 Penalty: 4733.871094
	Iteration 25Q: 3 clusters Score -2192575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2192584.500000 Penalty: 4733.871094
	Iteration 26Q: 3 clusters Score -2192584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2192595.250000 Penalty: 4733.871094
	Iteration 27Q: 3 clusters Score -2192595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2192605.750000 Penalty: 4733.871094
	Iteration 28Q: 3 clusters Score -2192606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2192609.500000 Penalty: 4733.871094
	Iteration 29Q: 3 clusters Score -2192610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2192621.000000 Penalty: 4733.871094
	Iteration 30Q: 3 clusters Score -2192621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2192623.250000 Penalty: 4733.871094
	Iteration 31Q: 3 clusters Score -2192623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2192646.250000 Penalty: 4733.871094
	Iteration 32Q: 3 clusters Score -2192646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2192654.000000 Penalty: 4733.871094
	Iteration 33Q: 3 clusters Score -2192654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2192658.250000 Penalty: 4733.871094
	Iteration 34Q: 3 clusters Score -2192658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2192664.250000 Penalty: 4733.871094
	Iteration 35Q: 3 clusters Score -2192664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2192673.250000 Penalty: 4733.871094
	Iteration 36Q: 3 clusters Score -2192673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2192674.750000 Penalty: 4733.871094
	Iteration 37Q: 3 clusters Score -2192675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2192679.750000 Penalty: 4733.871094
	Iteration 38Q: 3 clusters Score -2192680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2192678.000000 Penalty: 4733.871094
	Iteration 39Q: 3 clusters Score -2192678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2192677.250000 Penalty: 4733.871094
	Iteration 40F: 3 clusters Score -2192677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2192678.000000 Penalty: 4733.871094
	Iteration 41Q: 3 clusters Score -2192678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2192679.500000 Penalty: 4733.871094
	Iteration 42Q: 3 clusters Score -2192680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2192679.500000 Penalty: 4733.871094
	Iteration 43F: 3 clusters Score -2192680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -1030709.812500 Penalty: 2191.744873
	Iteration 0F: 2 clusters Score -1030710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1024967.812500 Penalty: 4383.489746
	Iteration 0F: 3 clusters Score -1024968 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1026510.687500 Penalty: 4383.489746
	Iteration 1F: 3 clusters Score -1026511 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1026812.000000 Penalty: 4383.489746
	Iteration 2F: 3 clusters Score -1026812 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1027063.812500 Penalty: 4383.489746
	Iteration 3F: 3 clusters Score -1027064 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1027261.375000 Penalty: 4383.489746
	Iteration 4F: 3 clusters Score -1027261 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1027423.687500 Penalty: 4383.489746
	Iteration 5Q: 3 clusters Score -1027424 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1027575.187500 Penalty: 4383.489746
	Iteration 6Q: 3 clusters Score -1027575 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1027707.625000 Penalty: 4383.489746
	Iteration 7Q: 3 clusters Score -1027708 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1027827.812500 Penalty: 4383.489746
	Iteration 8Q: 3 clusters Score -1027828 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1027943.875000 Penalty: 4383.489746
	Iteration 9Q: 3 clusters Score -1027944 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1028066.125000 Penalty: 4383.489746
	Iteration 10Q: 3 clusters Score -1028066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1028203.875000 Penalty: 4383.489746
	Iteration 11Q: 3 clusters Score -1028204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1028363.500000 Penalty: 4383.489746
	Iteration 12Q: 3 clusters Score -1028364 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1028537.875000 Penalty: 4383.489746
	Iteration 13Q: 3 clusters Score -1028538 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1028720.437500 Penalty: 4383.489746
	Iteration 14Q: 3 clusters Score -1028720 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1028946.875000 Penalty: 4383.489746
	Iteration 15Q: 3 clusters Score -1028947 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1029177.875000 Penalty: 4383.489746
	Iteration 16Q: 3 clusters Score -1029178 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1029447.000000 Penalty: 4383.489746
	Iteration 17Q: 3 clusters Score -1029447 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1029777.500000 Penalty: 4383.489746
	Iteration 18Q: 3 clusters Score -1029778 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1030083.312500 Penalty: 4383.489746
	Iteration 19Q: 3 clusters Score -1030083 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1030293.875000 Penalty: 4383.489746
	Iteration 20F: 3 clusters Score -1030294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1030466.937500 Penalty: 4383.489746
	Iteration 21Q: 3 clusters Score -1030467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1030587.125000 Penalty: 4383.489746
	Iteration 22Q: 3 clusters Score -1030587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1030651.187500 Penalty: 4383.489746
	Iteration 23Q: 3 clusters Score -1030651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1030690.312500 Penalty: 4383.489746
	Iteration 24Q: 3 clusters Score -1030690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1030709.750000 Penalty: 4383.489746
	Iteration 25Q: 3 clusters Score -1030710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1030729.250000 Penalty: 4383.489746
	Iteration 26Q: 3 clusters Score -1030729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1030737.875000 Penalty: 4383.489746
	Iteration 27Q: 3 clusters Score -1030738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1030744.187500 Penalty: 4383.489746
	Iteration 28Q: 3 clusters Score -1030744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1030750.625000 Penalty: 4383.489746
	Iteration 29Q: 3 clusters Score -1030751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1030751.625000 Penalty: 4383.489746
	Iteration 30Q: 3 clusters Score -1030752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1030754.750000 Penalty: 4383.489746
	Iteration 31Q: 3 clusters Score -1030755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1030754.687500 Penalty: 4383.489746
	Iteration 32Q: 3 clusters Score -1030755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1030754.187500 Penalty: 4383.489746
	Iteration 33Q: 3 clusters Score -1030754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1030753.000000 Penalty: 4383.489746
	Iteration 34Q: 3 clusters Score -1030753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1030753.000000 Penalty: 4383.489746
	Iteration 35F: 3 clusters Score -1030753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 5832 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125532 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109676 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99438 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28227 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 1057 members 
Entering Unmasked Estep 
Score: -86721944.000000 Penalty: 128097.218750
Splitting cluster 4 changes total score from -86723168.000000 to -86721944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67968.414062 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67968.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66682.984375 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -66682.98 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67157.328125 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -67157.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67396.601562 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -67396.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67557.406250 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -67557.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67664.289062 Penalty: 3094.208984
	Iteration 4Q: 3 clusters Score -67664.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67701.132812 Penalty: 3094.208984
	Iteration 5Q: 3 clusters Score -67701.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -67753.164062 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -67753.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67785.796875 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -67785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67812.007812 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -67812.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67839.312500 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -67839.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67863.984375 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -67863.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67890.578125 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -67890.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -67981.281250 Penalty: 3094.208984
	Iteration 12Q: 3 clusters Score -67981.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68021.828125 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -68021.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68037.664062 Penalty: 3094.208984
	Iteration 14Q: 3 clusters Score -68037.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68047.820312 Penalty: 3094.208984
	Iteration 15Q: 3 clusters Score -68047.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68058.023438 Penalty: 3094.208984
	Iteration 16Q: 3 clusters Score -68058.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68063.179688 Penalty: 3094.208984
	Iteration 17Q: 3 clusters Score -68063.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68070.539062 Penalty: 3094.208984
	Iteration 18Q: 3 clusters Score -68070.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68079.140625 Penalty: 3094.208984
	Iteration 19Q: 3 clusters Score -68079.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68086.570312 Penalty: 3094.208984
	Iteration 20F: 3 clusters Score -68086.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68100.773438 Penalty: 3094.208984
	Iteration 21Q: 3 clusters Score -68100.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68106.328125 Penalty: 3094.208984
	Iteration 22Q: 3 clusters Score -68106.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68115.007812 Penalty: 3094.208984
	Iteration 23Q: 3 clusters Score -68115.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68117.359375 Penalty: 3094.208984
	Iteration 24Q: 3 clusters Score -68117.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68117.359375 Penalty: 3094.208984
	Iteration 25F: 3 clusters Score -68117.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 125 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125532 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109676 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99438 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28227 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 387 members 
Entering Unmasked Estep 
Score: -86721640.000000 Penalty: 128097.218750
Splitting cluster 5 changes total score from -86723168.000000 to -86721640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -228952.890625 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228952.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229419.546875 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229419.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -229596.578125 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229596.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229694.796875 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -229694.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -229769.515625 Penalty: 3664.303711
	Iteration 4Q: 3 clusters Score -229769.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229835.968750 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -229836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229898.359375 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -229898.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -229959.859375 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -229959.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -230031.656250 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230031.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -230098.578125 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230098.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -230155.640625 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230155.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -230206.703125 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230206.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -230253.437500 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230253.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -230301.156250 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230301.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -230325.734375 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -230325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230342.609375 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -230342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -230354.140625 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -230354.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -230362.750000 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -230362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -230366.671875 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -230366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -230371.937500 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -230371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230373.390625 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -230373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -230374.625000 Penalty: 3664.303711
	Iteration 21Q: 3 clusters Score -230374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -230375.421875 Penalty: 3664.303711
	Iteration 22Q: 3 clusters Score -230375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -230376.125000 Penalty: 3664.303711
	Iteration 23Q: 3 clusters Score -230376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -230376.125000 Penalty: 3664.303711
	Iteration 24F: 3 clusters Score -230376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78338.554688 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78338.55 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78626.687500 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78626.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78721.796875 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78721.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78762.523438 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78762.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78785.171875 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78785.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78799.992188 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78799.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78817.937500 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78817.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78849.679688 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -78849.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78869.054688 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -78869.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78878.468750 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -78878.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78901.710938 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -78901.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78917.843750 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -78917.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78939.273438 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -78939.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78970.687500 Penalty: 3180.261963
	Iteration 13Q: 3 clusters Score -78970.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78978.007812 Penalty: 3180.261963
	Iteration 14Q: 3 clusters Score -78978.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78978.953125 Penalty: 3180.261963
	Iteration 15Q: 3 clusters Score -78978.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78980.664062 Penalty: 3180.261963
	Iteration 16Q: 3 clusters Score -78980.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78983.078125 Penalty: 3180.261963
	Iteration 17Q: 3 clusters Score -78983.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78984.273438 Penalty: 3180.261963
	Iteration 18Q: 3 clusters Score -78984.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78984.273438 Penalty: 3180.261963
	Iteration 19F: 3 clusters Score -78984.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -116338.828125 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -116338.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114573.164062 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -114573.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -114864.867188 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -114864.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -115038.398438 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -115038.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115144.851562 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -115144.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115286.390625 Penalty: 3299.820068
	Iteration 4F: 3 clusters Score -115286.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -115388.148438 Penalty: 3299.820068
	Iteration 5F: 3 clusters Score -115388.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115464.976562 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -115465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -115542.187500 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -115542.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -115626.898438 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -115626.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -115685.437500 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -115685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -115734.773438 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -115734.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115783.710938 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -115783.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115800.015625 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -115800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -115804.554688 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -115804.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115806.359375 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -115806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -115811.320312 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -115811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -115815.476562 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -115815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -115817.281250 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -115817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -115823.085938 Penalty: 3299.820068
	Iteration 18Q: 3 clusters Score -115823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -115823.085938 Penalty: 3299.820068
	Iteration 19F: 3 clusters Score -115823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (125532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125532 members 
Entering Unmasked Estep 
Score: -19732578.000000 Penalty: 2911.598389
	Iteration 0F: 2 clusters Score -1.973258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -19651934.000000 Penalty: 5823.196777
	Iteration 0F: 3 clusters Score -1.965193e+07 nChanged 60120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -19686424.000000 Penalty: 5823.196777
	Iteration 1F: 3 clusters Score -1.968642e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -19687500.000000 Penalty: 5823.196777
	Iteration 2Q: 3 clusters Score -1.96875e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -19688860.000000 Penalty: 5823.196777
	Iteration 3Q: 3 clusters Score -1.968886e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 75106 members 
Entering Unmasked Estep 
Score: -19691186.000000 Penalty: 5823.196777
	Iteration 4Q: 3 clusters Score -1.969119e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 81318 members 
Entering Unmasked Estep 
Score: -19695094.000000 Penalty: 5823.196777
	Iteration 5F: 3 clusters Score -1.969509e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -19701386.000000 Penalty: 5823.196777
	Iteration 6F: 3 clusters Score -1.970139e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -19709936.000000 Penalty: 5823.196777
	Iteration 7F: 3 clusters Score -1.970994e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 109952 members 
Entering Unmasked Estep 
Score: -19718452.000000 Penalty: 5823.196777
	Iteration 8F: 3 clusters Score -1.971845e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 117313 members 
Entering Unmasked Estep 
Score: -19724202.000000 Penalty: 5823.196777
	Iteration 9F: 3 clusters Score -1.97242e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 121590 members 
Entering Unmasked Estep 
Score: -19727392.000000 Penalty: 5823.196777
	Iteration 10Q: 3 clusters Score -1.972739e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 123653 members 
Entering Unmasked Estep 
Score: -19728984.000000 Penalty: 5823.196777
	Iteration 11Q: 3 clusters Score -1.972898e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 124497 members 
Entering Unmasked Estep 
Score: -19729614.000000 Penalty: 5823.196777
	Iteration 12Q: 3 clusters Score -1.972961e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -19729938.000000 Penalty: 5823.196777
	Iteration 13Q: 3 clusters Score -1.972994e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -19730072.000000 Penalty: 5823.196777
	Iteration 14Q: 3 clusters Score -1.973007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 125060 members 
Entering Unmasked Estep 
Score: -19730106.000000 Penalty: 5823.196777
	Iteration 15Q: 3 clusters Score -1.973011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 125082 members 
Entering Unmasked Estep 
Score: -19730154.000000 Penalty: 5823.196777
	Iteration 16Q: 3 clusters Score -1.973015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -19730192.000000 Penalty: 5823.196777
	Iteration 17Q: 3 clusters Score -1.973019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 125106 members 
Entering Unmasked Estep 
Score: -19730238.000000 Penalty: 5823.196777
	Iteration 18Q: 3 clusters Score -1.973024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 125117 members 
Entering Unmasked Estep 
Score: -19730288.000000 Penalty: 5823.196777
	Iteration 19Q: 3 clusters Score -1.973029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 125129 members 
Entering Unmasked Estep 
Score: -19730298.000000 Penalty: 5823.196777
	Iteration 20F: 3 clusters Score -1.97303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 125132 members 
Entering Unmasked Estep 
Score: -19730324.000000 Penalty: 5823.196777
	Iteration 21Q: 3 clusters Score -1.973032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -19730330.000000 Penalty: 5823.196777
	Iteration 22Q: 3 clusters Score -1.973033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 125139 members 
Entering Unmasked Estep 
Score: -19730340.000000 Penalty: 5823.196777
	Iteration 23Q: 3 clusters Score -1.973034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 125139 members 
Entering Unmasked Estep 
Score: -19730356.000000 Penalty: 5823.196777
	Iteration 24Q: 3 clusters Score -1.973036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 125145 members 
Entering Unmasked Estep 
Score: -19730372.000000 Penalty: 5823.196777
	Iteration 25Q: 3 clusters Score -1.973037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -19730362.000000 Penalty: 5823.196777
	Iteration 26Q: 3 clusters Score -1.973036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 125148 members 
Entering Unmasked Estep 
Score: -19730368.000000 Penalty: 5823.196777
	Iteration 27Q: 3 clusters Score -1.973037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -19730388.000000 Penalty: 5823.196777
	Iteration 28Q: 3 clusters Score -1.973039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 125156 members 
Entering Unmasked Estep 
Score: -19730382.000000 Penalty: 5823.196777
	Iteration 29Q: 3 clusters Score -1.973038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -19730364.000000 Penalty: 5823.196777
	Iteration 30Q: 3 clusters Score -1.973036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 125160 members 
Entering Unmasked Estep 
Score: -19730372.000000 Penalty: 5823.196777
	Iteration 31Q: 3 clusters Score -1.973037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 125162 members 
Entering Unmasked Estep 
Score: -19730362.000000 Penalty: 5823.196777
	Iteration 32Q: 3 clusters Score -1.973036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 125163 members 
Entering Unmasked Estep 
Score: -19730352.000000 Penalty: 5823.196777
	Iteration 33Q: 3 clusters Score -1.973035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 125164 members 
Entering Unmasked Estep 
Score: -19730362.000000 Penalty: 5823.196777
	Iteration 34Q: 3 clusters Score -1.973036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -19730362.000000 Penalty: 5823.196777
	Iteration 35Q: 3 clusters Score -1.973036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 125165 members 
Entering Unmasked Estep 
Score: -19730362.000000 Penalty: 5823.196777
	Iteration 36F: 3 clusters Score -1.973036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -1329632.125000 Penalty: 2254.957520
	Iteration 0F: 2 clusters Score -1329632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1322687.875000 Penalty: 4509.915039
	Iteration 0F: 3 clusters Score -1322688 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1324757.375000 Penalty: 4509.915039
	Iteration 1F: 3 clusters Score -1324757 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1325085.375000 Penalty: 4509.915039
	Iteration 2F: 3 clusters Score -1325085 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1325338.000000 Penalty: 4509.915039
	Iteration 3F: 3 clusters Score -1325338 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1325560.250000 Penalty: 4509.915039
	Iteration 4Q: 3 clusters Score -1325560 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1325741.500000 Penalty: 4509.915039
	Iteration 5Q: 3 clusters Score -1325742 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1325897.125000 Penalty: 4509.915039
	Iteration 6Q: 3 clusters Score -1325897 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1326030.625000 Penalty: 4509.915039
	Iteration 7Q: 3 clusters Score -1326031 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1326171.375000 Penalty: 4509.915039
	Iteration 8Q: 3 clusters Score -1326171 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1326319.750000 Penalty: 4509.915039
	Iteration 9Q: 3 clusters Score -1326320 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1326433.000000 Penalty: 4509.915039
	Iteration 10Q: 3 clusters Score -1326433 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1326555.500000 Penalty: 4509.915039
	Iteration 11Q: 3 clusters Score -1326556 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1326664.375000 Penalty: 4509.915039
	Iteration 12Q: 3 clusters Score -1326664 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1326787.250000 Penalty: 4509.915039
	Iteration 13Q: 3 clusters Score -1326787 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1326897.500000 Penalty: 4509.915039
	Iteration 14Q: 3 clusters Score -1326898 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1327021.625000 Penalty: 4509.915039
	Iteration 15Q: 3 clusters Score -1327022 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1327139.750000 Penalty: 4509.915039
	Iteration 16Q: 3 clusters Score -1327140 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1327232.625000 Penalty: 4509.915039
	Iteration 17Q: 3 clusters Score -1327233 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1327321.500000 Penalty: 4509.915039
	Iteration 18Q: 3 clusters Score -1327322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1327398.125000 Penalty: 4509.915039
	Iteration 19Q: 3 clusters Score -1327398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1327455.500000 Penalty: 4509.915039
	Iteration 20F: 3 clusters Score -1327456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1327485.750000 Penalty: 4509.915039
	Iteration 21Q: 3 clusters Score -1327486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1327504.250000 Penalty: 4509.915039
	Iteration 22Q: 3 clusters Score -1327504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1327522.750000 Penalty: 4509.915039
	Iteration 23Q: 3 clusters Score -1327523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1327540.875000 Penalty: 4509.915039
	Iteration 24Q: 3 clusters Score -1327541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1327554.375000 Penalty: 4509.915039
	Iteration 25Q: 3 clusters Score -1327554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1327568.625000 Penalty: 4509.915039
	Iteration 26Q: 3 clusters Score -1327569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1327582.000000 Penalty: 4509.915039
	Iteration 27Q: 3 clusters Score -1327582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1327587.750000 Penalty: 4509.915039
	Iteration 28Q: 3 clusters Score -1327588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1327594.125000 Penalty: 4509.915039
	Iteration 29Q: 3 clusters Score -1327594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1327599.875000 Penalty: 4509.915039
	Iteration 30Q: 3 clusters Score -1327600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1327604.875000 Penalty: 4509.915039
	Iteration 31Q: 3 clusters Score -1327605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1327611.750000 Penalty: 4509.915039
	Iteration 32Q: 3 clusters Score -1327612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1327611.250000 Penalty: 4509.915039
	Iteration 33Q: 3 clusters Score -1327611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1327612.625000 Penalty: 4509.915039
	Iteration 34Q: 3 clusters Score -1327613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1327612.500000 Penalty: 4509.915039
	Iteration 35Q: 3 clusters Score -1327612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1327612.500000 Penalty: 4509.915039
	Iteration 36F: 3 clusters Score -1327612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Entering Unmasked Estep 
Score: -3853625.250000 Penalty: 2503.952881
	Iteration 0F: 2 clusters Score -3853625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3836868.750000 Penalty: 5007.905762
	Iteration 0F: 3 clusters Score -3836869 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3842707.000000 Penalty: 5007.905762
	Iteration 1F: 3 clusters Score -3842707 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3843203.750000 Penalty: 5007.905762
	Iteration 2F: 3 clusters Score -3843204 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3843681.750000 Penalty: 5007.905762
	Iteration 3Q: 3 clusters Score -3843682 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3844190.000000 Penalty: 5007.905762
	Iteration 4Q: 3 clusters Score -3844190 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3844757.000000 Penalty: 5007.905762
	Iteration 5Q: 3 clusters Score -3844757 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3845350.000000 Penalty: 5007.905762
	Iteration 6F: 3 clusters Score -3845350 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3846073.250000 Penalty: 5007.905762
	Iteration 7F: 3 clusters Score -3846073 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3846914.500000 Penalty: 5007.905762
	Iteration 8F: 3 clusters Score -3846914 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -3847967.250000 Penalty: 5007.905762
	Iteration 9F: 3 clusters Score -3847967 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3849158.750000 Penalty: 5007.905762
	Iteration 10F: 3 clusters Score -3849159 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3850284.000000 Penalty: 5007.905762
	Iteration 11F: 3 clusters Score -3850284 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3851028.250000 Penalty: 5007.905762
	Iteration 12Q: 3 clusters Score -3851028 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3851491.750000 Penalty: 5007.905762
	Iteration 13Q: 3 clusters Score -3851492 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3851807.750000 Penalty: 5007.905762
	Iteration 14Q: 3 clusters Score -3851808 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3852020.750000 Penalty: 5007.905762
	Iteration 15Q: 3 clusters Score -3852021 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3852214.500000 Penalty: 5007.905762
	Iteration 16Q: 3 clusters Score -3852214 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3852339.000000 Penalty: 5007.905762
	Iteration 17Q: 3 clusters Score -3852339 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3852451.750000 Penalty: 5007.905762
	Iteration 18Q: 3 clusters Score -3852452 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3852543.250000 Penalty: 5007.905762
	Iteration 19Q: 3 clusters Score -3852543 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3852596.000000 Penalty: 5007.905762
	Iteration 20F: 3 clusters Score -3852596 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3852649.000000 Penalty: 5007.905762
	Iteration 21Q: 3 clusters Score -3852649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3852685.750000 Penalty: 5007.905762
	Iteration 22Q: 3 clusters Score -3852686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3852719.250000 Penalty: 5007.905762
	Iteration 23Q: 3 clusters Score -3852719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3852729.500000 Penalty: 5007.905762
	Iteration 24Q: 3 clusters Score -3852730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3852753.250000 Penalty: 5007.905762
	Iteration 25Q: 3 clusters Score -3852753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3852753.250000 Penalty: 5007.905762
	Iteration 26Q: 3 clusters Score -3852753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3852772.250000 Penalty: 5007.905762
	Iteration 27Q: 3 clusters Score -3852772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3852793.250000 Penalty: 5007.905762
	Iteration 28Q: 3 clusters Score -3852793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3852797.000000 Penalty: 5007.905762
	Iteration 29Q: 3 clusters Score -3852797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3852801.750000 Penalty: 5007.905762
	Iteration 30Q: 3 clusters Score -3852802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3852808.250000 Penalty: 5007.905762
	Iteration 31Q: 3 clusters Score -3852808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3852813.250000 Penalty: 5007.905762
	Iteration 32Q: 3 clusters Score -3852813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3852809.000000 Penalty: 5007.905762
	Iteration 33Q: 3 clusters Score -3852809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3852811.500000 Penalty: 5007.905762
	Iteration 34Q: 3 clusters Score -3852812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -3852823.750000 Penalty: 5007.905762
	Iteration 35Q: 3 clusters Score -3852824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3852830.500000 Penalty: 5007.905762
	Iteration 36Q: 3 clusters Score -3852830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3852832.250000 Penalty: 5007.905762
	Iteration 37Q: 3 clusters Score -3852832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3852837.000000 Penalty: 5007.905762
	Iteration 38Q: 3 clusters Score -3852837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3852844.500000 Penalty: 5007.905762
	Iteration 39Q: 3 clusters Score -3852844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3852844.000000 Penalty: 5007.905762
	Iteration 40F: 3 clusters Score -3852844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3852849.250000 Penalty: 5007.905762
	Iteration 41Q: 3 clusters Score -3852849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3852852.500000 Penalty: 5007.905762
	Iteration 42Q: 3 clusters Score -3852852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3852853.250000 Penalty: 5007.905762
	Iteration 43Q: 3 clusters Score -3852853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3852853.250000 Penalty: 5007.905762
	Iteration 44Q: 3 clusters Score -3852853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3852857.500000 Penalty: 5007.905762
	Iteration 45Q: 3 clusters Score -3852858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3852857.500000 Penalty: 5007.905762
	Iteration 46Q: 3 clusters Score -3852858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3852857.500000 Penalty: 5007.905762
	Iteration 47F: 3 clusters Score -3852858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -281782.281250 Penalty: 1880.519165
	Iteration 0F: 2 clusters Score -281782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -279206.843750 Penalty: 3761.038330
	Iteration 0F: 3 clusters Score -279206.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -279857.531250 Penalty: 3761.038330
	Iteration 1F: 3 clusters Score -279857.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -280279.625000 Penalty: 3761.038330
	Iteration 2F: 3 clusters Score -280279.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -280588.281250 Penalty: 3761.038330
	Iteration 3F: 3 clusters Score -280588.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -280745.093750 Penalty: 3761.038330
	Iteration 4F: 3 clusters Score -280745.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -280838.312500 Penalty: 3761.038330
	Iteration 5Q: 3 clusters Score -280838.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -280913.062500 Penalty: 3761.038330
	Iteration 6Q: 3 clusters Score -280913.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -280972.437500 Penalty: 3761.038330
	Iteration 7Q: 3 clusters Score -280972.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -281009.812500 Penalty: 3761.038330
	Iteration 8Q: 3 clusters Score -281009.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -281038.375000 Penalty: 3761.038330
	Iteration 9Q: 3 clusters Score -281038.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -281054.125000 Penalty: 3761.038330
	Iteration 10Q: 3 clusters Score -281054.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -281069.031250 Penalty: 3761.038330
	Iteration 11Q: 3 clusters Score -281069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -281082.500000 Penalty: 3761.038330
	Iteration 12Q: 3 clusters Score -281082.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -281093.000000 Penalty: 3761.038330
	Iteration 13Q: 3 clusters Score -281093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -281102.750000 Penalty: 3761.038330
	Iteration 14Q: 3 clusters Score -281102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -281106.437500 Penalty: 3761.038330
	Iteration 15Q: 3 clusters Score -281106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -281109.250000 Penalty: 3761.038330
	Iteration 16Q: 3 clusters Score -281109.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -281113.906250 Penalty: 3761.038330
	Iteration 17Q: 3 clusters Score -281113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -281115.437500 Penalty: 3761.038330
	Iteration 18Q: 3 clusters Score -281115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -281115.718750 Penalty: 3761.038330
	Iteration 19Q: 3 clusters Score -281115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -281116.343750 Penalty: 3761.038330
	Iteration 20F: 3 clusters Score -281116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -281116.656250 Penalty: 3761.038330
	Iteration 21Q: 3 clusters Score -281116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -281116.656250 Penalty: 3761.038330
	Iteration 22F: 3 clusters Score -281116.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Entering Unmasked Estep 
Score: -1601498.625000 Penalty: 2291.543213
	Iteration 0F: 2 clusters Score -1601499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1593649.000000 Penalty: 4583.086426
	Iteration 0F: 3 clusters Score -1593649 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1595873.500000 Penalty: 4583.086426
	Iteration 1F: 3 clusters Score -1595874 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1596255.000000 Penalty: 4583.086426
	Iteration 2F: 3 clusters Score -1596255 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1596527.625000 Penalty: 4583.086426
	Iteration 3F: 3 clusters Score -1596528 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1596774.375000 Penalty: 4583.086426
	Iteration 4Q: 3 clusters Score -1596774 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1596999.875000 Penalty: 4583.086426
	Iteration 5Q: 3 clusters Score -1597000 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1597191.500000 Penalty: 4583.086426
	Iteration 6Q: 3 clusters Score -1597192 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1597363.000000 Penalty: 4583.086426
	Iteration 7Q: 3 clusters Score -1597363 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1597515.750000 Penalty: 4583.086426
	Iteration 8Q: 3 clusters Score -1597516 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1597676.375000 Penalty: 4583.086426
	Iteration 9Q: 3 clusters Score -1597676 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1597817.750000 Penalty: 4583.086426
	Iteration 10Q: 3 clusters Score -1597818 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1597976.875000 Penalty: 4583.086426
	Iteration 11Q: 3 clusters Score -1597977 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1598125.000000 Penalty: 4583.086426
	Iteration 12Q: 3 clusters Score -1598125 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1598293.875000 Penalty: 4583.086426
	Iteration 13Q: 3 clusters Score -1598294 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1598482.750000 Penalty: 4583.086426
	Iteration 14Q: 3 clusters Score -1598483 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1598705.000000 Penalty: 4583.086426
	Iteration 15Q: 3 clusters Score -1598705 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1598943.750000 Penalty: 4583.086426
	Iteration 16Q: 3 clusters Score -1598944 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1599201.625000 Penalty: 4583.086426
	Iteration 17Q: 3 clusters Score -1599202 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1599439.375000 Penalty: 4583.086426
	Iteration 18Q: 3 clusters Score -1599439 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1599668.875000 Penalty: 4583.086426
	Iteration 19Q: 3 clusters Score -1599669 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1599853.250000 Penalty: 4583.086426
	Iteration 20F: 3 clusters Score -1599853 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1600004.375000 Penalty: 4583.086426
	Iteration 21Q: 3 clusters Score -1600004 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1600108.125000 Penalty: 4583.086426
	Iteration 22Q: 3 clusters Score -1600108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1600168.125000 Penalty: 4583.086426
	Iteration 23Q: 3 clusters Score -1600168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1600203.750000 Penalty: 4583.086426
	Iteration 24Q: 3 clusters Score -1600204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1600230.375000 Penalty: 4583.086426
	Iteration 25Q: 3 clusters Score -1600230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1600249.875000 Penalty: 4583.086426
	Iteration 26Q: 3 clusters Score -1600250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1600264.750000 Penalty: 4583.086426
	Iteration 27Q: 3 clusters Score -1600265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1600268.500000 Penalty: 4583.086426
	Iteration 28Q: 3 clusters Score -1600268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1600280.250000 Penalty: 4583.086426
	Iteration 29Q: 3 clusters Score -1600280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1600294.000000 Penalty: 4583.086426
	Iteration 30Q: 3 clusters Score -1600294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1600304.875000 Penalty: 4583.086426
	Iteration 31Q: 3 clusters Score -1600305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1600317.000000 Penalty: 4583.086426
	Iteration 32Q: 3 clusters Score -1600317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1600327.250000 Penalty: 4583.086426
	Iteration 33Q: 3 clusters Score -1600327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1600339.875000 Penalty: 4583.086426
	Iteration 34Q: 3 clusters Score -1600340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1600352.375000 Penalty: 4583.086426
	Iteration 35Q: 3 clusters Score -1600352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1600361.625000 Penalty: 4583.086426
	Iteration 36Q: 3 clusters Score -1600362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1600376.250000 Penalty: 4583.086426
	Iteration 37Q: 3 clusters Score -1600376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1600384.875000 Penalty: 4583.086426
	Iteration 38Q: 3 clusters Score -1600385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1600389.125000 Penalty: 4583.086426
	Iteration 39Q: 3 clusters Score -1600389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1600396.125000 Penalty: 4583.086426
	Iteration 40F: 3 clusters Score -1600396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1600403.375000 Penalty: 4583.086426
	Iteration 41Q: 3 clusters Score -1600403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1600408.875000 Penalty: 4583.086426
	Iteration 42Q: 3 clusters Score -1600409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1600412.750000 Penalty: 4583.086426
	Iteration 43Q: 3 clusters Score -1600413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1600414.125000 Penalty: 4583.086426
	Iteration 44Q: 3 clusters Score -1600414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1600419.000000 Penalty: 4583.086426
	Iteration 45Q: 3 clusters Score -1600419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1600418.125000 Penalty: 4583.086426
	Iteration 46Q: 3 clusters Score -1600418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1600423.875000 Penalty: 4583.086426
	Iteration 47Q: 3 clusters Score -1600424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1600426.000000 Penalty: 4583.086426
	Iteration 48Q: 3 clusters Score -1600426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1600427.125000 Penalty: 4583.086426
	Iteration 49Q: 3 clusters Score -1600427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1600429.875000 Penalty: 4583.086426
	Iteration 50Q: 3 clusters Score -1600430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1600428.875000 Penalty: 4583.086426
	Iteration 51Q: 3 clusters Score -1600429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1600430.750000 Penalty: 4583.086426
	Iteration 52Q: 3 clusters Score -1600431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1600431.875000 Penalty: 4583.086426
	Iteration 53Q: 3 clusters Score -1600432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1600433.000000 Penalty: 4583.086426
	Iteration 54Q: 3 clusters Score -1600433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1600435.500000 Penalty: 4583.086426
	Iteration 55Q: 3 clusters Score -1600436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1600433.875000 Penalty: 4583.086426
	Iteration 56Q: 3 clusters Score -1600434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1600435.250000 Penalty: 4583.086426
	Iteration 57Q: 3 clusters Score -1600435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1600435.250000 Penalty: 4583.086426
	Iteration 58F: 3 clusters Score -1600435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Entering Unmasked Estep 
Score: -1889594.500000 Penalty: 2335.463379
	Iteration 0F: 2 clusters Score -1889594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1880469.875000 Penalty: 4670.926758
	Iteration 0F: 3 clusters Score -1880470 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1883345.125000 Penalty: 4670.926758
	Iteration 1F: 3 clusters Score -1883345 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1883674.625000 Penalty: 4670.926758
	Iteration 2F: 3 clusters Score -1883675 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1883901.000000 Penalty: 4670.926758
	Iteration 3Q: 3 clusters Score -1883901 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1884109.625000 Penalty: 4670.926758
	Iteration 4Q: 3 clusters Score -1884110 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1884366.500000 Penalty: 4670.926758
	Iteration 5Q: 3 clusters Score -1884366 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1884704.375000 Penalty: 4670.926758
	Iteration 6Q: 3 clusters Score -1884704 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1885244.750000 Penalty: 4670.926758
	Iteration 7Q: 3 clusters Score -1885245 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1886023.250000 Penalty: 4670.926758
	Iteration 8F: 3 clusters Score -1886023 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1886866.500000 Penalty: 4670.926758
	Iteration 9F: 3 clusters Score -1886866 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1887485.875000 Penalty: 4670.926758
	Iteration 10F: 3 clusters Score -1887486 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1887940.125000 Penalty: 4670.926758
	Iteration 11F: 3 clusters Score -1887940 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1888220.875000 Penalty: 4670.926758
	Iteration 12Q: 3 clusters Score -1888221 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1888424.750000 Penalty: 4670.926758
	Iteration 13Q: 3 clusters Score -1888425 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1888600.250000 Penalty: 4670.926758
	Iteration 14Q: 3 clusters Score -1888600 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1888745.750000 Penalty: 4670.926758
	Iteration 15Q: 3 clusters Score -1888746 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1888857.250000 Penalty: 4670.926758
	Iteration 16Q: 3 clusters Score -1888857 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1888931.500000 Penalty: 4670.926758
	Iteration 17Q: 3 clusters Score -1888932 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1888974.250000 Penalty: 4670.926758
	Iteration 18Q: 3 clusters Score -1888974 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1889017.375000 Penalty: 4670.926758
	Iteration 19Q: 3 clusters Score -1889017 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1889043.500000 Penalty: 4670.926758
	Iteration 20F: 3 clusters Score -1889044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1889062.625000 Penalty: 4670.926758
	Iteration 21Q: 3 clusters Score -1889063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1889078.000000 Penalty: 4670.926758
	Iteration 22Q: 3 clusters Score -1889078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1889090.000000 Penalty: 4670.926758
	Iteration 23Q: 3 clusters Score -1889090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1889087.250000 Penalty: 4670.926758
	Iteration 24Q: 3 clusters Score -1889087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1889093.625000 Penalty: 4670.926758
	Iteration 25Q: 3 clusters Score -1889094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1889100.375000 Penalty: 4670.926758
	Iteration 26Q: 3 clusters Score -1889100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1889099.250000 Penalty: 4670.926758
	Iteration 27Q: 3 clusters Score -1889099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1889098.750000 Penalty: 4670.926758
	Iteration 28Q: 3 clusters Score -1889099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1889097.125000 Penalty: 4670.926758
	Iteration 29Q: 3 clusters Score -1889097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1889102.250000 Penalty: 4670.926758
	Iteration 30Q: 3 clusters Score -1889102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1889101.750000 Penalty: 4670.926758
	Iteration 31Q: 3 clusters Score -1889102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1889101.250000 Penalty: 4670.926758
	Iteration 32Q: 3 clusters Score -1889101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1889100.000000 Penalty: 4670.926758
	Iteration 33Q: 3 clusters Score -1889100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1889100.000000 Penalty: 4670.926758
	Iteration 34F: 3 clusters Score -1889100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97454.468750 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97454.47 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97839.203125 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -97839.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98074.164062 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98074.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98290.640625 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98290.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98416.023438 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -98416.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98532.515625 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -98532.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98650.851562 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -98650.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -98712.492188 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -98712.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98779.109375 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -98779.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98836.882812 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -98836.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -98850.921875 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -98850.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98879.164062 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -98879.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98914.937500 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -98914.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98925.695312 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -98925.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98949.000000 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -98949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98962.984375 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -98962.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98968.929688 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -98968.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98975.484375 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -98975.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -98978.765625 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -98978.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98979.640625 Penalty: 3284.217285
	Iteration 19Q: 3 clusters Score -98979.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -98979.640625 Penalty: 3284.217285
	Iteration 20F: 3 clusters Score -98979.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Entering Unmasked Estep 
Score: -5351064.000000 Penalty: 2591.475342
	Iteration 0F: 2 clusters Score -5351064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -5327667.000000 Penalty: 5182.950684
	Iteration 0F: 3 clusters Score -5327667 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5336029.000000 Penalty: 5182.950684
	Iteration 1F: 3 clusters Score -5336029 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -5336563.000000 Penalty: 5182.950684
	Iteration 2Q: 3 clusters Score -5336563 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -5337092.000000 Penalty: 5182.950684
	Iteration 3Q: 3 clusters Score -5337092 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -5337600.500000 Penalty: 5182.950684
	Iteration 4Q: 3 clusters Score -5337600 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5338167.000000 Penalty: 5182.950684
	Iteration 5Q: 3 clusters Score -5338167 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -5338700.500000 Penalty: 5182.950684
	Iteration 6Q: 3 clusters Score -5338700 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -5339177.000000 Penalty: 5182.950684
	Iteration 7Q: 3 clusters Score -5339177 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5339639.500000 Penalty: 5182.950684
	Iteration 8Q: 3 clusters Score -5339640 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5340084.000000 Penalty: 5182.950684
	Iteration 9Q: 3 clusters Score -5340084 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5340594.500000 Penalty: 5182.950684
	Iteration 10Q: 3 clusters Score -5340594 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -5341127.000000 Penalty: 5182.950684
	Iteration 11Q: 3 clusters Score -5341127 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -5341678.000000 Penalty: 5182.950684
	Iteration 12Q: 3 clusters Score -5341678 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -5342280.500000 Penalty: 5182.950684
	Iteration 13Q: 3 clusters Score -5342280 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5342921.000000 Penalty: 5182.950684
	Iteration 14Q: 3 clusters Score -5342921 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5343549.000000 Penalty: 5182.950684
	Iteration 15Q: 3 clusters Score -5343549 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5344215.000000 Penalty: 5182.950684
	Iteration 16Q: 3 clusters Score -5344215 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -5344840.500000 Penalty: 5182.950684
	Iteration 17Q: 3 clusters Score -5344840 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5345435.500000 Penalty: 5182.950684
	Iteration 18Q: 3 clusters Score -5345436 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -5346077.500000 Penalty: 5182.950684
	Iteration 19Q: 3 clusters Score -5346078 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5346719.500000 Penalty: 5182.950684
	Iteration 20F: 3 clusters Score -5346720 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -5347307.000000 Penalty: 5182.950684
	Iteration 21Q: 3 clusters Score -5347307 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -5347824.500000 Penalty: 5182.950684
	Iteration 22Q: 3 clusters Score -5347824 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -5348189.500000 Penalty: 5182.950684
	Iteration 23Q: 3 clusters Score -5348190 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -5348447.000000 Penalty: 5182.950684
	Iteration 24Q: 3 clusters Score -5348447 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5348586.500000 Penalty: 5182.950684
	Iteration 25Q: 3 clusters Score -5348586 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -5348661.500000 Penalty: 5182.950684
	Iteration 26Q: 3 clusters Score -5348662 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -5348712.000000 Penalty: 5182.950684
	Iteration 27Q: 3 clusters Score -5348712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -5348769.500000 Penalty: 5182.950684
	Iteration 28Q: 3 clusters Score -5348770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -5348796.500000 Penalty: 5182.950684
	Iteration 29Q: 3 clusters Score -5348796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -5348823.500000 Penalty: 5182.950684
	Iteration 30Q: 3 clusters Score -5348824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -5348837.500000 Penalty: 5182.950684
	Iteration 31Q: 3 clusters Score -5348838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5348857.000000 Penalty: 5182.950684
	Iteration 32Q: 3 clusters Score -5348857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5348880.500000 Penalty: 5182.950684
	Iteration 33Q: 3 clusters Score -5348880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5348876.000000 Penalty: 5182.950684
	Iteration 34Q: 3 clusters Score -5348876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -5348883.000000 Penalty: 5182.950684
	Iteration 35Q: 3 clusters Score -5348883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -5348882.500000 Penalty: 5182.950684
	Iteration 36Q: 3 clusters Score -5348882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -5348888.000000 Penalty: 5182.950684
	Iteration 37Q: 3 clusters Score -5348888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -5348896.000000 Penalty: 5182.950684
	Iteration 38Q: 3 clusters Score -5348896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -5348902.500000 Penalty: 5182.950684
	Iteration 39Q: 3 clusters Score -5348902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -5348908.000000 Penalty: 5182.950684
	Iteration 40F: 3 clusters Score -5348908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -5348898.000000 Penalty: 5182.950684
	Iteration 41Q: 3 clusters Score -5348898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -5348896.500000 Penalty: 5182.950684
	Iteration 42Q: 3 clusters Score -5348896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -5348898.000000 Penalty: 5182.950684
	Iteration 43Q: 3 clusters Score -5348898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -5348905.000000 Penalty: 5182.950684
	Iteration 44Q: 3 clusters Score -5348905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -5348893.500000 Penalty: 5182.950684
	Iteration 45Q: 3 clusters Score -5348894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -5348897.500000 Penalty: 5182.950684
	Iteration 46Q: 3 clusters Score -5348898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -5348908.000000 Penalty: 5182.950684
	Iteration 47Q: 3 clusters Score -5348908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5348905.500000 Penalty: 5182.950684
	Iteration 48Q: 3 clusters Score -5348906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -5348908.500000 Penalty: 5182.950684
	Iteration 49Q: 3 clusters Score -5348908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -5348912.000000 Penalty: 5182.950684
	Iteration 50Q: 3 clusters Score -5348912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -5348906.500000 Penalty: 5182.950684
	Iteration 51Q: 3 clusters Score -5348906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -5348916.500000 Penalty: 5182.950684
	Iteration 52Q: 3 clusters Score -5348916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -5348919.500000 Penalty: 5182.950684
	Iteration 53Q: 3 clusters Score -5348920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -5348914.000000 Penalty: 5182.950684
	Iteration 54Q: 3 clusters Score -5348914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -5348918.500000 Penalty: 5182.950684
	Iteration 55Q: 3 clusters Score -5348918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -5348920.500000 Penalty: 5182.950684
	Iteration 56Q: 3 clusters Score -5348920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5348921.000000 Penalty: 5182.950684
	Iteration 57Q: 3 clusters Score -5348921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -5348921.000000 Penalty: 5182.950684
	Iteration 58Q: 3 clusters Score -5348921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -5348921.500000 Penalty: 5182.950684
	Iteration 59Q: 3 clusters Score -5348922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -5348918.000000 Penalty: 5182.950684
	Iteration 60F: 3 clusters Score -5348918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -5348913.000000 Penalty: 5182.950684
	Iteration 61Q: 3 clusters Score -5348913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -5348926.500000 Penalty: 5182.950684
	Iteration 62Q: 3 clusters Score -5348926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -5348930.000000 Penalty: 5182.950684
	Iteration 63Q: 3 clusters Score -5348930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -5348930.000000 Penalty: 5182.950684
	Iteration 64Q: 3 clusters Score -5348930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -5348925.000000 Penalty: 5182.950684
	Iteration 65Q: 3 clusters Score -5348925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -5348928.000000 Penalty: 5182.950684
	Iteration 66Q: 3 clusters Score -5348928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -5348932.000000 Penalty: 5182.950684
	Iteration 67Q: 3 clusters Score -5348932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -5348936.000000 Penalty: 5182.950684
	Iteration 68Q: 3 clusters Score -5348936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5348948.500000 Penalty: 5182.950684
	Iteration 69Q: 3 clusters Score -5348948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -5348943.500000 Penalty: 5182.950684
	Iteration 70Q: 3 clusters Score -5348944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -5348951.500000 Penalty: 5182.950684
	Iteration 71Q: 3 clusters Score -5348952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -5348955.000000 Penalty: 5182.950684
	Iteration 72Q: 3 clusters Score -5348955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -5348961.500000 Penalty: 5182.950684
	Iteration 73Q: 3 clusters Score -5348962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -5348958.000000 Penalty: 5182.950684
	Iteration 74Q: 3 clusters Score -5348958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5348963.000000 Penalty: 5182.950684
	Iteration 75Q: 3 clusters Score -5348963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -5348963.500000 Penalty: 5182.950684
	Iteration 76Q: 3 clusters Score -5348964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -5348963.500000 Penalty: 5182.950684
	Iteration 77Q: 3 clusters Score -5348964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -5348962.000000 Penalty: 5182.950684
	Iteration 78Q: 3 clusters Score -5348962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -5348959.500000 Penalty: 5182.950684
	Iteration 79Q: 3 clusters Score -5348960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -5348960.000000 Penalty: 5182.950684
	Iteration 80F: 3 clusters Score -5348960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -5348962.500000 Penalty: 5182.950684
	Iteration 81Q: 3 clusters Score -5348962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -5348966.500000 Penalty: 5182.950684
	Iteration 82Q: 3 clusters Score -5348966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -5348969.500000 Penalty: 5182.950684
	Iteration 83Q: 3 clusters Score -5348970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5348969.000000 Penalty: 5182.950684
	Iteration 84Q: 3 clusters Score -5348969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -5348976.000000 Penalty: 5182.950684
	Iteration 85Q: 3 clusters Score -5348976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -5348974.500000 Penalty: 5182.950684
	Iteration 86Q: 3 clusters Score -5348974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5348969.000000 Penalty: 5182.950684
	Iteration 87Q: 3 clusters Score -5348969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -5348975.500000 Penalty: 5182.950684
	Iteration 88Q: 3 clusters Score -5348976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -5348971.500000 Penalty: 5182.950684
	Iteration 89Q: 3 clusters Score -5348972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -5348972.500000 Penalty: 5182.950684
	Iteration 90Q: 3 clusters Score -5348972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -5348972.500000 Penalty: 5182.950684
	Iteration 91Q: 3 clusters Score -5348972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -5348967.000000 Penalty: 5182.950684
	Iteration 92Q: 3 clusters Score -5348967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5348965.500000 Penalty: 5182.950684
	Iteration 93Q: 3 clusters Score -5348966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -5348970.000000 Penalty: 5182.950684
	Iteration 94Q: 3 clusters Score -5348970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5348971.000000 Penalty: 5182.950684
	Iteration 95Q: 3 clusters Score -5348971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -5348971.000000 Penalty: 5182.950684
	Iteration 96F: 3 clusters Score -5348971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -254511.812500 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -254511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -252078.453125 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -252078.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -252535.859375 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -252535.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -252672.156250 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -252672.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -252738.281250 Penalty: 3686.805420
	Iteration 3Q: 3 clusters Score -252738.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -252767.640625 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -252767.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -252792.343750 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -252792.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -252810.296875 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -252810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -252828.593750 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -252828.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -252844.562500 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -252844.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -252855.906250 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -252855.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -252868.656250 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -252868.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -252876.093750 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -252876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -252879.343750 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -252879.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -252882.109375 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -252882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -252883.671875 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -252883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -252886.250000 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -252886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -252888.109375 Penalty: 3686.805420
	Iteration 16Q: 3 clusters Score -252888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -252890.140625 Penalty: 3686.805420
	Iteration 17Q: 3 clusters Score -252890.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -252891.343750 Penalty: 3686.805420
	Iteration 18Q: 3 clusters Score -252891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -252892.312500 Penalty: 3686.805420
	Iteration 19Q: 3 clusters Score -252892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -252893.390625 Penalty: 3686.805420
	Iteration 20F: 3 clusters Score -252893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -981240.625000 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -981240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -975945.312500 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -975945.3 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -977226.875000 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -977226.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -977448.812500 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -977448.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -977608.437500 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -977608.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -977766.687500 Penalty: 4332.341797
	Iteration 4Q: 3 clusters Score -977766.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -977902.812500 Penalty: 4332.341797
	Iteration 5Q: 3 clusters Score -977902.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -978062.250000 Penalty: 4332.341797
	Iteration 6Q: 3 clusters Score -978062.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -978240.875000 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -978240.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -978462.312500 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -978462.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -978697.312500 Penalty: 4332.341797
	Iteration 9F: 3 clusters Score -978697.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -978906.687500 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -978906.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -979106.125000 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -979106.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -979236.750000 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -979236.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -979332.000000 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -979332 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -979423.375000 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -979423.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -979485.875000 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -979485.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -979539.500000 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -979539.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -979575.250000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -979575.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -979599.937500 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -979599.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -979622.312500 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -979622.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -979638.437500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -979638.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -979649.625000 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -979649.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -979662.562500 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -979662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -979669.125000 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -979669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -979671.812500 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -979671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -979671.437500 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -979671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -979673.750000 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -979673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -979673.312500 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -979673.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -979673.250000 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -979673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -979673.250000 Penalty: 4332.341797
	Iteration 29F: 3 clusters Score -979673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1209718.750000 Penalty: 2221.973145
	Iteration 0F: 2 clusters Score -1209719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1203446.125000 Penalty: 4443.946289
	Iteration 0F: 3 clusters Score -1203446 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1205203.125000 Penalty: 4443.946289
	Iteration 1F: 3 clusters Score -1205203 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1205567.125000 Penalty: 4443.946289
	Iteration 2F: 3 clusters Score -1205567 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1205838.250000 Penalty: 4443.946289
	Iteration 3F: 3 clusters Score -1205838 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1206082.625000 Penalty: 4443.946289
	Iteration 4Q: 3 clusters Score -1206083 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1206297.375000 Penalty: 4443.946289
	Iteration 5Q: 3 clusters Score -1206297 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1206493.125000 Penalty: 4443.946289
	Iteration 6Q: 3 clusters Score -1206493 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1206669.250000 Penalty: 4443.946289
	Iteration 7Q: 3 clusters Score -1206669 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1206838.750000 Penalty: 4443.946289
	Iteration 8Q: 3 clusters Score -1206839 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1206976.000000 Penalty: 4443.946289
	Iteration 9Q: 3 clusters Score -1206976 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1207097.250000 Penalty: 4443.946289
	Iteration 10Q: 3 clusters Score -1207097 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1207201.000000 Penalty: 4443.946289
	Iteration 11Q: 3 clusters Score -1207201 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1207305.875000 Penalty: 4443.946289
	Iteration 12Q: 3 clusters Score -1207306 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1207409.375000 Penalty: 4443.946289
	Iteration 13Q: 3 clusters Score -1207409 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1207517.500000 Penalty: 4443.946289
	Iteration 14Q: 3 clusters Score -1207518 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1207617.625000 Penalty: 4443.946289
	Iteration 15Q: 3 clusters Score -1207618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1207724.375000 Penalty: 4443.946289
	Iteration 16Q: 3 clusters Score -1207724 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1207833.375000 Penalty: 4443.946289
	Iteration 17Q: 3 clusters Score -1207833 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1207909.500000 Penalty: 4443.946289
	Iteration 18Q: 3 clusters Score -1207910 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1207981.875000 Penalty: 4443.946289
	Iteration 19Q: 3 clusters Score -1207982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1208042.875000 Penalty: 4443.946289
	Iteration 20F: 3 clusters Score -1208043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1208088.750000 Penalty: 4443.946289
	Iteration 21Q: 3 clusters Score -1208089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1208118.125000 Penalty: 4443.946289
	Iteration 22Q: 3 clusters Score -1208118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1208136.875000 Penalty: 4443.946289
	Iteration 23Q: 3 clusters Score -1208137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1208156.875000 Penalty: 4443.946289
	Iteration 24Q: 3 clusters Score -1208157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1208171.000000 Penalty: 4443.946289
	Iteration 25Q: 3 clusters Score -1208171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1208185.625000 Penalty: 4443.946289
	Iteration 26Q: 3 clusters Score -1208186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1208195.375000 Penalty: 4443.946289
	Iteration 27Q: 3 clusters Score -1208195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1208204.375000 Penalty: 4443.946289
	Iteration 28Q: 3 clusters Score -1208204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1208212.000000 Penalty: 4443.946289
	Iteration 29Q: 3 clusters Score -1208212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1208216.875000 Penalty: 4443.946289
	Iteration 30Q: 3 clusters Score -1208217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1208221.375000 Penalty: 4443.946289
	Iteration 31Q: 3 clusters Score -1208221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1208221.125000 Penalty: 4443.946289
	Iteration 32Q: 3 clusters Score -1208221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1208223.125000 Penalty: 4443.946289
	Iteration 33Q: 3 clusters Score -1208223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1208226.250000 Penalty: 4443.946289
	Iteration 34Q: 3 clusters Score -1208226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1208226.625000 Penalty: 4443.946289
	Iteration 35Q: 3 clusters Score -1208227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1208231.625000 Penalty: 4443.946289
	Iteration 36Q: 3 clusters Score -1208232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1208230.500000 Penalty: 4443.946289
	Iteration 37Q: 3 clusters Score -1208230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1208232.750000 Penalty: 4443.946289
	Iteration 38Q: 3 clusters Score -1208233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1208232.125000 Penalty: 4443.946289
	Iteration 39Q: 3 clusters Score -1208232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1208233.000000 Penalty: 4443.946289
	Iteration 40F: 3 clusters Score -1208233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1208233.750000 Penalty: 4443.946289
	Iteration 41Q: 3 clusters Score -1208234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1208236.125000 Penalty: 4443.946289
	Iteration 42Q: 3 clusters Score -1208236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1208236.500000 Penalty: 4443.946289
	Iteration 43Q: 3 clusters Score -1208236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1208236.750000 Penalty: 4443.946289
	Iteration 44Q: 3 clusters Score -1208237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1208236.750000 Penalty: 4443.946289
	Iteration 45F: 3 clusters Score -1208237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68279.820312 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68279.82 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68601.570312 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68601.57 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68700.687500 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68700.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68751.554688 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -68751.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68766.578125 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68766.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68786.539062 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68786.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -68807.828125 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68807.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68828.070312 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -68828.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68836.945312 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -68836.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68845.210938 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -68845.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68848.945312 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -68848.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68848.945312 Penalty: 3189.140869
	Iteration 11F: 3 clusters Score -68848.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -379246.906250 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -379246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -376355.218750 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -376355.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -376860.562500 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -376860.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -376999.750000 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -376999.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -377087.000000 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -377087 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -377144.718750 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -377144.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -377196.718750 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -377196.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -377233.593750 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -377233.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -377251.812500 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -377251.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -377262.906250 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -377262.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -377272.562500 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -377272.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -377287.281250 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -377287.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -377300.781250 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -377300.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -377310.250000 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -377310.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -377315.656250 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -377315.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -377322.812500 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -377322.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -377332.250000 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -377332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -377339.781250 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -377339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -377343.531250 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -377343.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -377347.875000 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -377347.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -377353.281250 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -377353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -377355.593750 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -377355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -377357.125000 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -377357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377358.375000 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -377358.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -377358.125000 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -377358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377358.375000 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -377358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377358.375000 Penalty: 3863.158691
	Iteration 25F: 3 clusters Score -377358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119985.789062 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -119985.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120324.984375 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120325 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120539.609375 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120539.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -120683.867188 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -120683.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -120802.601562 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120802.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -120920.937500 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -120920.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -121031.500000 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -121031.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -121139.867188 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -121139.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -121229.257812 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -121229.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -121320.687500 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -121320.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -121394.710938 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -121394.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -121450.046875 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -121450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -121481.554688 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -121481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -121496.750000 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -121496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -121512.140625 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -121512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -121522.570312 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -121522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -121523.750000 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -121523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -121524.710938 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -121524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -121524.710938 Penalty: 3365.651611
	Iteration 18F: 3 clusters Score -121524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -228522.359375 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228522.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -228945.796875 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228945.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -229100.734375 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229100.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -229185.562500 Penalty: 3658.437500
	Iteration 3Q: 3 clusters Score -229185.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -229245.734375 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229245.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -229285.906250 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229285.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -229340.937500 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229340.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -229372.375000 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229372.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229390.234375 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229390.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -229409.406250 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -229431.250000 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229431.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229461.203125 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229461.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -229495.046875 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -229525.078125 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229525.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -229569.812500 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229569.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -229617.328125 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229617.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -229649.953125 Penalty: 3658.437500
	Iteration 16Q: 3 clusters Score -229650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229683.062500 Penalty: 3658.437500
	Iteration 17Q: 3 clusters Score -229683.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -229718.484375 Penalty: 3658.437500
	Iteration 18Q: 3 clusters Score -229718.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -229756.796875 Penalty: 3658.437500
	Iteration 19Q: 3 clusters Score -229756.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -229782.250000 Penalty: 3658.437500
	Iteration 20F: 3 clusters Score -229782.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229804.218750 Penalty: 3658.437500
	Iteration 21Q: 3 clusters Score -229804.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -229825.468750 Penalty: 3658.437500
	Iteration 22Q: 3 clusters Score -229825.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229841.453125 Penalty: 3658.437500
	Iteration 23Q: 3 clusters Score -229841.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229854.984375 Penalty: 3658.437500
	Iteration 24Q: 3 clusters Score -229855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -229865.859375 Penalty: 3658.437500
	Iteration 25Q: 3 clusters Score -229865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -229874.312500 Penalty: 3658.437500
	Iteration 26Q: 3 clusters Score -229874.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -229880.140625 Penalty: 3658.437500
	Iteration 27Q: 3 clusters Score -229880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229880.718750 Penalty: 3658.437500
	Iteration 28Q: 3 clusters Score -229880.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229880.718750 Penalty: 3658.437500
	Iteration 29F: 3 clusters Score -229880.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109676 members 
Entering Unmasked Estep 
Score: -17283570.000000 Penalty: 2878.110840
	Iteration 0F: 2 clusters Score -1.728357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -17212214.000000 Penalty: 5756.221680
	Iteration 0F: 3 clusters Score -1.721221e+07 nChanged 52076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -17242124.000000 Penalty: 5756.221680
	Iteration 1F: 3 clusters Score -1.724212e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -17243392.000000 Penalty: 5756.221680
	Iteration 2Q: 3 clusters Score -1.724339e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -17245262.000000 Penalty: 5756.221680
	Iteration 3Q: 3 clusters Score -1.724526e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -17248294.000000 Penalty: 5756.221680
	Iteration 4F: 3 clusters Score -1.724829e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -17252886.000000 Penalty: 5756.221680
	Iteration 5F: 3 clusters Score -1.725289e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -17259338.000000 Penalty: 5756.221680
	Iteration 6F: 3 clusters Score -1.725934e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -17266434.000000 Penalty: 5756.221680
	Iteration 7F: 3 clusters Score -1.726643e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 96982 members 
Entering Unmasked Estep 
Score: -17272894.000000 Penalty: 5756.221680
	Iteration 8F: 3 clusters Score -1.727289e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 102372 members 
Entering Unmasked Estep 
Score: -17277252.000000 Penalty: 5756.221680
	Iteration 9Q: 3 clusters Score -1.727725e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -17279336.000000 Penalty: 5756.221680
	Iteration 10Q: 3 clusters Score -1.727934e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 107950 members 
Entering Unmasked Estep 
Score: -17280284.000000 Penalty: 5756.221680
	Iteration 11Q: 3 clusters Score -1.728028e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 108797 members 
Entering Unmasked Estep 
Score: -17280706.000000 Penalty: 5756.221680
	Iteration 12Q: 3 clusters Score -1.728071e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -17280906.000000 Penalty: 5756.221680
	Iteration 13Q: 3 clusters Score -1.728091e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -17280992.000000 Penalty: 5756.221680
	Iteration 14Q: 3 clusters Score -1.728099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 109287 members 
Entering Unmasked Estep 
Score: -17281036.000000 Penalty: 5756.221680
	Iteration 15Q: 3 clusters Score -1.728104e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -17281046.000000 Penalty: 5756.221680
	Iteration 16Q: 3 clusters Score -1.728105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 109338 members 
Entering Unmasked Estep 
Score: -17281058.000000 Penalty: 5756.221680
	Iteration 17Q: 3 clusters Score -1.728106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 109352 members 
Entering Unmasked Estep 
Score: -17281078.000000 Penalty: 5756.221680
	Iteration 18Q: 3 clusters Score -1.728108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -17281088.000000 Penalty: 5756.221680
	Iteration 19Q: 3 clusters Score -1.728109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -17281094.000000 Penalty: 5756.221680
	Iteration 20F: 3 clusters Score -1.728109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -17281096.000000 Penalty: 5756.221680
	Iteration 21Q: 3 clusters Score -1.72811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 109368 members 
Entering Unmasked Estep 
Score: -17281094.000000 Penalty: 5756.221680
	Iteration 22Q: 3 clusters Score -1.728109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 109371 members 
Entering Unmasked Estep 
Score: -17281084.000000 Penalty: 5756.221680
	Iteration 23Q: 3 clusters Score -1.728108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -17281102.000000 Penalty: 5756.221680
	Iteration 24Q: 3 clusters Score -1.72811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 109375 members 
Entering Unmasked Estep 
Score: -17281120.000000 Penalty: 5756.221680
	Iteration 25Q: 3 clusters Score -1.728112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -17281120.000000 Penalty: 5756.221680
	Iteration 26Q: 3 clusters Score -1.728112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 109378 members 
Entering Unmasked Estep 
Score: -17281114.000000 Penalty: 5756.221680
	Iteration 27Q: 3 clusters Score -1.728111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -17281112.000000 Penalty: 5756.221680
	Iteration 28Q: 3 clusters Score -1.728111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -17281112.000000 Penalty: 5756.221680
	Iteration 29F: 3 clusters Score -1.728111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -436577.750000 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -436577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -433355.812500 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -433355.8 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -433996.593750 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -433996.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -434144.187500 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -434144.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -434240.343750 Penalty: 3960.293457
	Iteration 3Q: 3 clusters Score -434240.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -434302.031250 Penalty: 3960.293457
	Iteration 4Q: 3 clusters Score -434302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -434347.843750 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -434347.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -434374.812500 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -434374.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -434399.968750 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -434400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -434429.875000 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -434429.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -434457.500000 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -434457.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -434482.031250 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -434482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -434507.531250 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -434507.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -434541.281250 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -434541.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -434589.843750 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -434589.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -434651.500000 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -434651.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -434717.718750 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -434717.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -434794.218750 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -434794.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -434866.750000 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -434866.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -434943.312500 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -434943.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -435017.562500 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -435017.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -435087.000000 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -435087 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -435141.312500 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -435141.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -435193.656250 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -435193.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -435240.062500 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -435240.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -435278.062500 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -435278.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -435303.187500 Penalty: 3960.293457
	Iteration 25Q: 3 clusters Score -435303.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -435315.656250 Penalty: 3960.293457
	Iteration 26Q: 3 clusters Score -435315.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -435327.125000 Penalty: 3960.293457
	Iteration 27Q: 3 clusters Score -435327.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -435338.093750 Penalty: 3960.293457
	Iteration 28Q: 3 clusters Score -435338.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -435349.562500 Penalty: 3960.293457
	Iteration 29Q: 3 clusters Score -435349.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -435358.125000 Penalty: 3960.293457
	Iteration 30Q: 3 clusters Score -435358.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -435366.625000 Penalty: 3960.293457
	Iteration 31Q: 3 clusters Score -435366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -435372.343750 Penalty: 3960.293457
	Iteration 32Q: 3 clusters Score -435372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -435375.968750 Penalty: 3960.293457
	Iteration 33Q: 3 clusters Score -435376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -435376.031250 Penalty: 3960.293457
	Iteration 34Q: 3 clusters Score -435376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -435376.031250 Penalty: 3960.293457
	Iteration 35F: 3 clusters Score -435376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (99438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Entering Unmasked Estep 
Score: -15699725.000000 Penalty: 2853.807861
	Iteration 0F: 2 clusters Score -1.569972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -15633945.000000 Penalty: 5707.615723
	Iteration 0F: 3 clusters Score -1.563394e+07 nChanged 47275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -15660910.000000 Penalty: 5707.615723
	Iteration 1F: 3 clusters Score -1.566091e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -15661576.000000 Penalty: 5707.615723
	Iteration 2Q: 3 clusters Score -1.566158e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -15662563.000000 Penalty: 5707.615723
	Iteration 3Q: 3 clusters Score -1.566256e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -15663737.000000 Penalty: 5707.615723
	Iteration 4Q: 3 clusters Score -1.566374e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -15665529.000000 Penalty: 5707.615723
	Iteration 5Q: 3 clusters Score -1.566553e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -15668681.000000 Penalty: 5707.615723
	Iteration 6F: 3 clusters Score -1.566868e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -15673793.000000 Penalty: 5707.615723
	Iteration 7F: 3 clusters Score -1.567379e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -15680688.000000 Penalty: 5707.615723
	Iteration 8F: 3 clusters Score -1.568069e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88485 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -15687753.000000 Penalty: 5707.615723
	Iteration 9F: 3 clusters Score -1.568775e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93862 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -15692944.000000 Penalty: 5707.615723
	Iteration 10F: 3 clusters Score -1.569294e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -15695458.000000 Penalty: 5707.615723
	Iteration 11Q: 3 clusters Score -1.569546e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -15696535.000000 Penalty: 5707.615723
	Iteration 12Q: 3 clusters Score -1.569654e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15697032.000000 Penalty: 5707.615723
	Iteration 13Q: 3 clusters Score -1.569703e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15697269.000000 Penalty: 5707.615723
	Iteration 14Q: 3 clusters Score -1.569727e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98628 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -15697366.000000 Penalty: 5707.615723
	Iteration 15Q: 3 clusters Score -1.569737e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98682 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -15697427.000000 Penalty: 5707.615723
	Iteration 16Q: 3 clusters Score -1.569743e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -15697473.000000 Penalty: 5707.615723
	Iteration 17Q: 3 clusters Score -1.569747e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -15697510.000000 Penalty: 5707.615723
	Iteration 18Q: 3 clusters Score -1.569751e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -15697531.000000 Penalty: 5707.615723
	Iteration 19Q: 3 clusters Score -1.569753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -15697537.000000 Penalty: 5707.615723
	Iteration 20F: 3 clusters Score -1.569754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98745 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -15697552.000000 Penalty: 5707.615723
	Iteration 21Q: 3 clusters Score -1.569755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -15697560.000000 Penalty: 5707.615723
	Iteration 22Q: 3 clusters Score -1.569756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -15697585.000000 Penalty: 5707.615723
	Iteration 23Q: 3 clusters Score -1.569758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98766 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15697584.000000 Penalty: 5707.615723
	Iteration 24Q: 3 clusters Score -1.569758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15697585.000000 Penalty: 5707.615723
	Iteration 25Q: 3 clusters Score -1.569758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -15697594.000000 Penalty: 5707.615723
	Iteration 26Q: 3 clusters Score -1.569759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -15697591.000000 Penalty: 5707.615723
	Iteration 27Q: 3 clusters Score -1.569759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98787 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -15697596.000000 Penalty: 5707.615723
	Iteration 28Q: 3 clusters Score -1.56976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -15697600.000000 Penalty: 5707.615723
	Iteration 29Q: 3 clusters Score -1.56976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -15697588.000000 Penalty: 5707.615723
	Iteration 30Q: 3 clusters Score -1.569759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15697581.000000 Penalty: 5707.615723
	Iteration 31Q: 3 clusters Score -1.569758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98795 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -15697597.000000 Penalty: 5707.615723
	Iteration 32Q: 3 clusters Score -1.56976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -15697592.000000 Penalty: 5707.615723
	Iteration 33Q: 3 clusters Score -1.569759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -15697604.000000 Penalty: 5707.615723
	Iteration 34Q: 3 clusters Score -1.56976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98801 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15697602.000000 Penalty: 5707.615723
	Iteration 35Q: 3 clusters Score -1.56976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -15697615.000000 Penalty: 5707.615723
	Iteration 36Q: 3 clusters Score -1.569762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -15697620.000000 Penalty: 5707.615723
	Iteration 37Q: 3 clusters Score -1.569762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -15697628.000000 Penalty: 5707.615723
	Iteration 38Q: 3 clusters Score -1.569763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -15697631.000000 Penalty: 5707.615723
	Iteration 39Q: 3 clusters Score -1.569763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -15697622.000000 Penalty: 5707.615723
	Iteration 40F: 3 clusters Score -1.569762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -15697630.000000 Penalty: 5707.615723
	Iteration 41Q: 3 clusters Score -1.569763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -15697629.000000 Penalty: 5707.615723
	Iteration 42Q: 3 clusters Score -1.569763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -15697629.000000 Penalty: 5707.615723
	Iteration 43F: 3 clusters Score -1.569763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73690.632812 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73690.63 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73873.500000 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73873.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73922.500000 Penalty: 3144.818115
	Iteration 2Q: 3 clusters Score -73922.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73946.585938 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -73946.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73975.898438 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -73975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73992.429688 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -73992.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73999.726562 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -73999.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74006.414062 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -74006.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74011.929688 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -74011.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74022.898438 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -74022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74028.742188 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -74028.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74032.226562 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -74032.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74033.437500 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -74033.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74033.437500 Penalty: 3144.818115
	Iteration 13F: 3 clusters Score -74033.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Entering Unmasked Estep 
Score: -2416635.750000 Penalty: 2391.020996
	Iteration 0F: 2 clusters Score -2416636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2405543.250000 Penalty: 4782.041992
	Iteration 0F: 3 clusters Score -2405543 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2408957.250000 Penalty: 4782.041992
	Iteration 1F: 3 clusters Score -2408957 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2409328.000000 Penalty: 4782.041992
	Iteration 2F: 3 clusters Score -2409328 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2409647.250000 Penalty: 4782.041992
	Iteration 3Q: 3 clusters Score -2409647 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2409959.000000 Penalty: 4782.041992
	Iteration 4Q: 3 clusters Score -2409959 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2410306.750000 Penalty: 4782.041992
	Iteration 5Q: 3 clusters Score -2410307 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2410717.000000 Penalty: 4782.041992
	Iteration 6Q: 3 clusters Score -2410717 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2411212.250000 Penalty: 4782.041992
	Iteration 7F: 3 clusters Score -2411212 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2411776.500000 Penalty: 4782.041992
	Iteration 8F: 3 clusters Score -2411776 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2412396.500000 Penalty: 4782.041992
	Iteration 9F: 3 clusters Score -2412396 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2412984.750000 Penalty: 4782.041992
	Iteration 10Q: 3 clusters Score -2412985 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2413474.250000 Penalty: 4782.041992
	Iteration 11Q: 3 clusters Score -2413474 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2413864.000000 Penalty: 4782.041992
	Iteration 12Q: 3 clusters Score -2413864 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2414125.500000 Penalty: 4782.041992
	Iteration 13Q: 3 clusters Score -2414126 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2414279.000000 Penalty: 4782.041992
	Iteration 14Q: 3 clusters Score -2414279 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2414362.750000 Penalty: 4782.041992
	Iteration 15Q: 3 clusters Score -2414363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2414418.000000 Penalty: 4782.041992
	Iteration 16Q: 3 clusters Score -2414418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2414443.250000 Penalty: 4782.041992
	Iteration 17Q: 3 clusters Score -2414443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2414473.500000 Penalty: 4782.041992
	Iteration 18Q: 3 clusters Score -2414474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2414493.000000 Penalty: 4782.041992
	Iteration 19Q: 3 clusters Score -2414493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2414509.250000 Penalty: 4782.041992
	Iteration 20F: 3 clusters Score -2414509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2414520.750000 Penalty: 4782.041992
	Iteration 21Q: 3 clusters Score -2414521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2414526.750000 Penalty: 4782.041992
	Iteration 22Q: 3 clusters Score -2414527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2414539.750000 Penalty: 4782.041992
	Iteration 23Q: 3 clusters Score -2414540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2414545.500000 Penalty: 4782.041992
	Iteration 24Q: 3 clusters Score -2414546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2414547.500000 Penalty: 4782.041992
	Iteration 25Q: 3 clusters Score -2414548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2414550.500000 Penalty: 4782.041992
	Iteration 26Q: 3 clusters Score -2414550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2414550.500000 Penalty: 4782.041992
	Iteration 27F: 3 clusters Score -2414550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -429107.687500 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -429107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -425964.000000 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -425964 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -426928.281250 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -426928.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -427509.625000 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -427509.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -428031.281250 Penalty: 3952.629883
	Iteration 3F: 3 clusters Score -428031.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -428398.500000 Penalty: 3952.629883
	Iteration 4F: 3 clusters Score -428398.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -428600.062500 Penalty: 3952.629883
	Iteration 5F: 3 clusters Score -428600.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -428688.656250 Penalty: 3952.629883
	Iteration 6Q: 3 clusters Score -428688.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -428717.312500 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -428717.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -428732.406250 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -428732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -428742.718750 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -428742.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -428750.250000 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -428750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -428753.625000 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -428753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -428756.468750 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -428756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -428758.906250 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -428758.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -428760.406250 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -428760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -428761.187500 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -428761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -428761.312500 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -428761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -428761.312500 Penalty: 3952.629883
	Iteration 17F: 3 clusters Score -428761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Entering Unmasked Estep 
Score: -4358057.000000 Penalty: 2541.512451
	Iteration 0F: 2 clusters Score -4358057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4338719.000000 Penalty: 5083.024902
	Iteration 0F: 3 clusters Score -4338719 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4345460.000000 Penalty: 5083.024902
	Iteration 1F: 3 clusters Score -4345460 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4345869.000000 Penalty: 5083.024902
	Iteration 2Q: 3 clusters Score -4345869 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4346237.500000 Penalty: 5083.024902
	Iteration 3Q: 3 clusters Score -4346238 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4346630.000000 Penalty: 5083.024902
	Iteration 4Q: 3 clusters Score -4346630 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4347128.500000 Penalty: 5083.024902
	Iteration 5Q: 3 clusters Score -4347128 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -4347771.500000 Penalty: 5083.024902
	Iteration 6Q: 3 clusters Score -4347772 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -4348617.500000 Penalty: 5083.024902
	Iteration 7F: 3 clusters Score -4348618 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -4349810.000000 Penalty: 5083.024902
	Iteration 8F: 3 clusters Score -4349810 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4351272.000000 Penalty: 5083.024902
	Iteration 9F: 3 clusters Score -4351272 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4352810.500000 Penalty: 5083.024902
	Iteration 10F: 3 clusters Score -4352810 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4354049.500000 Penalty: 5083.024902
	Iteration 11Q: 3 clusters Score -4354050 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4354928.500000 Penalty: 5083.024902
	Iteration 12Q: 3 clusters Score -4354928 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4355414.500000 Penalty: 5083.024902
	Iteration 13Q: 3 clusters Score -4355414 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4355633.500000 Penalty: 5083.024902
	Iteration 14Q: 3 clusters Score -4355634 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4355722.000000 Penalty: 5083.024902
	Iteration 15Q: 3 clusters Score -4355722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4355779.500000 Penalty: 5083.024902
	Iteration 16Q: 3 clusters Score -4355780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4355803.000000 Penalty: 5083.024902
	Iteration 17Q: 3 clusters Score -4355803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4355816.000000 Penalty: 5083.024902
	Iteration 18Q: 3 clusters Score -4355816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4355833.500000 Penalty: 5083.024902
	Iteration 19Q: 3 clusters Score -4355834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4355841.000000 Penalty: 5083.024902
	Iteration 20F: 3 clusters Score -4355841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4355848.000000 Penalty: 5083.024902
	Iteration 21Q: 3 clusters Score -4355848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4355846.500000 Penalty: 5083.024902
	Iteration 22Q: 3 clusters Score -4355846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4355849.000000 Penalty: 5083.024902
	Iteration 23Q: 3 clusters Score -4355849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4355847.000000 Penalty: 5083.024902
	Iteration 24Q: 3 clusters Score -4355847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4355847.000000 Penalty: 5083.024902
	Iteration 25F: 3 clusters Score -4355847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Entering Unmasked Estep 
Score: -4530408.500000 Penalty: 2544.906982
	Iteration 0F: 2 clusters Score -4530408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4510708.500000 Penalty: 5089.813965
	Iteration 0F: 3 clusters Score -4510708 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4517885.500000 Penalty: 5089.813965
	Iteration 1F: 3 clusters Score -4517886 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4518448.000000 Penalty: 5089.813965
	Iteration 2F: 3 clusters Score -4518448 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -4518950.500000 Penalty: 5089.813965
	Iteration 3Q: 3 clusters Score -4518950 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -4519456.000000 Penalty: 5089.813965
	Iteration 4Q: 3 clusters Score -4519456 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4519955.500000 Penalty: 5089.813965
	Iteration 5Q: 3 clusters Score -4519956 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4520469.500000 Penalty: 5089.813965
	Iteration 6Q: 3 clusters Score -4520470 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4521034.000000 Penalty: 5089.813965
	Iteration 7Q: 3 clusters Score -4521034 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -4521609.000000 Penalty: 5089.813965
	Iteration 8Q: 3 clusters Score -4521609 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -4522277.000000 Penalty: 5089.813965
	Iteration 9Q: 3 clusters Score -4522277 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -4523010.000000 Penalty: 5089.813965
	Iteration 10Q: 3 clusters Score -4523010 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4523928.500000 Penalty: 5089.813965
	Iteration 11Q: 3 clusters Score -4523928 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4524898.500000 Penalty: 5089.813965
	Iteration 12Q: 3 clusters Score -4524898 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -4525704.000000 Penalty: 5089.813965
	Iteration 13Q: 3 clusters Score -4525704 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4526175.000000 Penalty: 5089.813965
	Iteration 14Q: 3 clusters Score -4526175 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -4526433.500000 Penalty: 5089.813965
	Iteration 15Q: 3 clusters Score -4526434 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -4526584.500000 Penalty: 5089.813965
	Iteration 16Q: 3 clusters Score -4526584 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4526750.500000 Penalty: 5089.813965
	Iteration 17Q: 3 clusters Score -4526750 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4526878.500000 Penalty: 5089.813965
	Iteration 18Q: 3 clusters Score -4526878 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4527010.000000 Penalty: 5089.813965
	Iteration 19Q: 3 clusters Score -4527010 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4527161.500000 Penalty: 5089.813965
	Iteration 20F: 3 clusters Score -4527162 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -4527319.000000 Penalty: 5089.813965
	Iteration 21Q: 3 clusters Score -4527319 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4527445.500000 Penalty: 5089.813965
	Iteration 22Q: 3 clusters Score -4527446 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4527582.000000 Penalty: 5089.813965
	Iteration 23Q: 3 clusters Score -4527582 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4527679.000000 Penalty: 5089.813965
	Iteration 24Q: 3 clusters Score -4527679 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4527788.500000 Penalty: 5089.813965
	Iteration 25Q: 3 clusters Score -4527788 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4527882.000000 Penalty: 5089.813965
	Iteration 26Q: 3 clusters Score -4527882 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4527946.500000 Penalty: 5089.813965
	Iteration 27Q: 3 clusters Score -4527946 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4528011.500000 Penalty: 5089.813965
	Iteration 28Q: 3 clusters Score -4528012 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4528074.000000 Penalty: 5089.813965
	Iteration 29Q: 3 clusters Score -4528074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4528131.000000 Penalty: 5089.813965
	Iteration 30Q: 3 clusters Score -4528131 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4528194.000000 Penalty: 5089.813965
	Iteration 31Q: 3 clusters Score -4528194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4528247.500000 Penalty: 5089.813965
	Iteration 32Q: 3 clusters Score -4528248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4528268.500000 Penalty: 5089.813965
	Iteration 33Q: 3 clusters Score -4528268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4528286.000000 Penalty: 5089.813965
	Iteration 34Q: 3 clusters Score -4528286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4528324.500000 Penalty: 5089.813965
	Iteration 35Q: 3 clusters Score -4528324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4528354.500000 Penalty: 5089.813965
	Iteration 36Q: 3 clusters Score -4528354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4528376.000000 Penalty: 5089.813965
	Iteration 37Q: 3 clusters Score -4528376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4528410.000000 Penalty: 5089.813965
	Iteration 38Q: 3 clusters Score -4528410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4528420.000000 Penalty: 5089.813965
	Iteration 39Q: 3 clusters Score -4528420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4528428.500000 Penalty: 5089.813965
	Iteration 40F: 3 clusters Score -4528428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4528444.000000 Penalty: 5089.813965
	Iteration 41Q: 3 clusters Score -4528444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4528447.500000 Penalty: 5089.813965
	Iteration 42Q: 3 clusters Score -4528448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4528462.500000 Penalty: 5089.813965
	Iteration 43Q: 3 clusters Score -4528462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4528476.500000 Penalty: 5089.813965
	Iteration 44Q: 3 clusters Score -4528476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4528485.000000 Penalty: 5089.813965
	Iteration 45Q: 3 clusters Score -4528485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4528492.000000 Penalty: 5089.813965
	Iteration 46Q: 3 clusters Score -4528492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4528491.000000 Penalty: 5089.813965
	Iteration 47Q: 3 clusters Score -4528491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4528495.000000 Penalty: 5089.813965
	Iteration 48Q: 3 clusters Score -4528495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4528499.000000 Penalty: 5089.813965
	Iteration 49Q: 3 clusters Score -4528499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4528504.500000 Penalty: 5089.813965
	Iteration 50Q: 3 clusters Score -4528504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4528507.500000 Penalty: 5089.813965
	Iteration 51Q: 3 clusters Score -4528508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4528507.000000 Penalty: 5089.813965
	Iteration 52Q: 3 clusters Score -4528507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4528515.500000 Penalty: 5089.813965
	Iteration 53Q: 3 clusters Score -4528516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4528517.500000 Penalty: 5089.813965
	Iteration 54Q: 3 clusters Score -4528518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4528519.000000 Penalty: 5089.813965
	Iteration 55Q: 3 clusters Score -4528519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4528518.000000 Penalty: 5089.813965
	Iteration 56Q: 3 clusters Score -4528518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4528519.000000 Penalty: 5089.813965
	Iteration 57Q: 3 clusters Score -4528519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4528516.500000 Penalty: 5089.813965
	Iteration 58Q: 3 clusters Score -4528516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4528517.500000 Penalty: 5089.813965
	Iteration 59Q: 3 clusters Score -4528518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4528523.000000 Penalty: 5089.813965
	Iteration 60F: 3 clusters Score -4528523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4528529.500000 Penalty: 5089.813965
	Iteration 61Q: 3 clusters Score -4528530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4528529.000000 Penalty: 5089.813965
	Iteration 62Q: 3 clusters Score -4528529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4528533.000000 Penalty: 5089.813965
	Iteration 63Q: 3 clusters Score -4528533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4528537.500000 Penalty: 5089.813965
	Iteration 64Q: 3 clusters Score -4528538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4528551.500000 Penalty: 5089.813965
	Iteration 65Q: 3 clusters Score -4528552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4528550.500000 Penalty: 5089.813965
	Iteration 66Q: 3 clusters Score -4528550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4528561.000000 Penalty: 5089.813965
	Iteration 67Q: 3 clusters Score -4528561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4528576.000000 Penalty: 5089.813965
	Iteration 68Q: 3 clusters Score -4528576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4528587.500000 Penalty: 5089.813965
	Iteration 69Q: 3 clusters Score -4528588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4528585.500000 Penalty: 5089.813965
	Iteration 70Q: 3 clusters Score -4528586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4528591.000000 Penalty: 5089.813965
	Iteration 71Q: 3 clusters Score -4528591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4528592.500000 Penalty: 5089.813965
	Iteration 72Q: 3 clusters Score -4528592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4528597.500000 Penalty: 5089.813965
	Iteration 73Q: 3 clusters Score -4528598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4528595.500000 Penalty: 5089.813965
	Iteration 74Q: 3 clusters Score -4528596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4528596.500000 Penalty: 5089.813965
	Iteration 75Q: 3 clusters Score -4528596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4528595.500000 Penalty: 5089.813965
	Iteration 76Q: 3 clusters Score -4528596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4528600.500000 Penalty: 5089.813965
	Iteration 77Q: 3 clusters Score -4528600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4528600.500000 Penalty: 5089.813965
	Iteration 78F: 3 clusters Score -4528600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11698.082031 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11698.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11892.988281 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -11892.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12032.037109 Penalty: 2607.717773
	Iteration 2F: 3 clusters Score -12032.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12173.691406 Penalty: 2607.717773
	Iteration 3F: 3 clusters Score -12173.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12232.059570 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -12232.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12270.296875 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -12270.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12270.296875 Penalty: 2607.717773
	Iteration 6F: 3 clusters Score -12270.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -1102948.625000 Penalty: 2211.858398
	Iteration 0F: 2 clusters Score -1102949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1096859.625000 Penalty: 4423.716797
	Iteration 0F: 3 clusters Score -1096860 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1098618.625000 Penalty: 4423.716797
	Iteration 1F: 3 clusters Score -1098619 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1098976.125000 Penalty: 4423.716797
	Iteration 2F: 3 clusters Score -1098976 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1099212.000000 Penalty: 4423.716797
	Iteration 3F: 3 clusters Score -1099212 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1099400.125000 Penalty: 4423.716797
	Iteration 4Q: 3 clusters Score -1099400 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1099607.500000 Penalty: 4423.716797
	Iteration 5Q: 3 clusters Score -1099608 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1099870.375000 Penalty: 4423.716797
	Iteration 6Q: 3 clusters Score -1099870 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1100154.375000 Penalty: 4423.716797
	Iteration 7Q: 3 clusters Score -1100154 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1100460.125000 Penalty: 4423.716797
	Iteration 8Q: 3 clusters Score -1100460 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1100750.750000 Penalty: 4423.716797
	Iteration 9Q: 3 clusters Score -1100751 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1101006.250000 Penalty: 4423.716797
	Iteration 10Q: 3 clusters Score -1101006 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1101227.875000 Penalty: 4423.716797
	Iteration 11Q: 3 clusters Score -1101228 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1101378.000000 Penalty: 4423.716797
	Iteration 12Q: 3 clusters Score -1101378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1101491.375000 Penalty: 4423.716797
	Iteration 13Q: 3 clusters Score -1101491 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1101572.500000 Penalty: 4423.716797
	Iteration 14Q: 3 clusters Score -1101572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1101634.125000 Penalty: 4423.716797
	Iteration 15Q: 3 clusters Score -1101634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1101678.250000 Penalty: 4423.716797
	Iteration 16Q: 3 clusters Score -1101678 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1101703.625000 Penalty: 4423.716797
	Iteration 17Q: 3 clusters Score -1101704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1101726.750000 Penalty: 4423.716797
	Iteration 18Q: 3 clusters Score -1101727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1101744.875000 Penalty: 4423.716797
	Iteration 19Q: 3 clusters Score -1101745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1101757.750000 Penalty: 4423.716797
	Iteration 20F: 3 clusters Score -1101758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1101766.500000 Penalty: 4423.716797
	Iteration 21Q: 3 clusters Score -1101766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1101776.875000 Penalty: 4423.716797
	Iteration 22Q: 3 clusters Score -1101777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1101787.750000 Penalty: 4423.716797
	Iteration 23Q: 3 clusters Score -1101788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1101797.375000 Penalty: 4423.716797
	Iteration 24Q: 3 clusters Score -1101797 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1101810.875000 Penalty: 4423.716797
	Iteration 25Q: 3 clusters Score -1101811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1101824.125000 Penalty: 4423.716797
	Iteration 26Q: 3 clusters Score -1101824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1101838.500000 Penalty: 4423.716797
	Iteration 27Q: 3 clusters Score -1101838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1101851.000000 Penalty: 4423.716797
	Iteration 28Q: 3 clusters Score -1101851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1101868.750000 Penalty: 4423.716797
	Iteration 29Q: 3 clusters Score -1101869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1101886.250000 Penalty: 4423.716797
	Iteration 30Q: 3 clusters Score -1101886 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1101902.375000 Penalty: 4423.716797
	Iteration 31Q: 3 clusters Score -1101902 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1101923.125000 Penalty: 4423.716797
	Iteration 32Q: 3 clusters Score -1101923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1101943.875000 Penalty: 4423.716797
	Iteration 33Q: 3 clusters Score -1101944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1101965.125000 Penalty: 4423.716797
	Iteration 34Q: 3 clusters Score -1101965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1101979.625000 Penalty: 4423.716797
	Iteration 35Q: 3 clusters Score -1101980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1101994.750000 Penalty: 4423.716797
	Iteration 36Q: 3 clusters Score -1101995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1102017.625000 Penalty: 4423.716797
	Iteration 37Q: 3 clusters Score -1102018 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1102038.375000 Penalty: 4423.716797
	Iteration 38Q: 3 clusters Score -1102038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1102057.625000 Penalty: 4423.716797
	Iteration 39Q: 3 clusters Score -1102058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1102085.875000 Penalty: 4423.716797
	Iteration 40F: 3 clusters Score -1102086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1102120.500000 Penalty: 4423.716797
	Iteration 41Q: 3 clusters Score -1102120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1102161.625000 Penalty: 4423.716797
	Iteration 42Q: 3 clusters Score -1102162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1102197.625000 Penalty: 4423.716797
	Iteration 43Q: 3 clusters Score -1102198 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1102237.375000 Penalty: 4423.716797
	Iteration 44Q: 3 clusters Score -1102237 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1102269.625000 Penalty: 4423.716797
	Iteration 45Q: 3 clusters Score -1102270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1102293.500000 Penalty: 4423.716797
	Iteration 46Q: 3 clusters Score -1102294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1102314.000000 Penalty: 4423.716797
	Iteration 47Q: 3 clusters Score -1102314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1102333.000000 Penalty: 4423.716797
	Iteration 48Q: 3 clusters Score -1102333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1102351.125000 Penalty: 4423.716797
	Iteration 49Q: 3 clusters Score -1102351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1102368.125000 Penalty: 4423.716797
	Iteration 50Q: 3 clusters Score -1102368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1102384.875000 Penalty: 4423.716797
	Iteration 51Q: 3 clusters Score -1102385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1102399.500000 Penalty: 4423.716797
	Iteration 52Q: 3 clusters Score -1102400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1102408.125000 Penalty: 4423.716797
	Iteration 53Q: 3 clusters Score -1102408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1102423.875000 Penalty: 4423.716797
	Iteration 54Q: 3 clusters Score -1102424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1102435.000000 Penalty: 4423.716797
	Iteration 55Q: 3 clusters Score -1102435 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1102448.375000 Penalty: 4423.716797
	Iteration 56Q: 3 clusters Score -1102448 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1102465.375000 Penalty: 4423.716797
	Iteration 57Q: 3 clusters Score -1102465 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1102479.875000 Penalty: 4423.716797
	Iteration 58Q: 3 clusters Score -1102480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1102489.750000 Penalty: 4423.716797
	Iteration 59Q: 3 clusters Score -1102490 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1102497.875000 Penalty: 4423.716797
	Iteration 60F: 3 clusters Score -1102498 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1102505.125000 Penalty: 4423.716797
	Iteration 61Q: 3 clusters Score -1102505 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1102515.625000 Penalty: 4423.716797
	Iteration 62Q: 3 clusters Score -1102516 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1102521.500000 Penalty: 4423.716797
	Iteration 63Q: 3 clusters Score -1102522 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4529 members 
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Entering Unmasked Estep 
Score: -1102530.375000 Penalty: 4423.716797
	Iteration 64Q: 3 clusters Score -1102530 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4553 members 
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Entering Unmasked Estep 
Score: -1102539.375000 Penalty: 4423.716797
	Iteration 65Q: 3 clusters Score -1102539 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1102548.000000 Penalty: 4423.716797
	Iteration 66Q: 3 clusters Score -1102548 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4601 members 
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Entering Unmasked Estep 
Score: -1102556.500000 Penalty: 4423.716797
	Iteration 67Q: 3 clusters Score -1102556 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4628 members 
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Entering Unmasked Estep 
Score: -1102565.875000 Penalty: 4423.716797
	Iteration 68Q: 3 clusters Score -1102566 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1102577.250000 Penalty: 4423.716797
	Iteration 69Q: 3 clusters Score -1102577 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1102586.125000 Penalty: 4423.716797
	Iteration 70Q: 3 clusters Score -1102586 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1102592.250000 Penalty: 4423.716797
	Iteration 71Q: 3 clusters Score -1102592 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4725 members 
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Entering Unmasked Estep 
Score: -1102600.500000 Penalty: 4423.716797
	Iteration 72Q: 3 clusters Score -1102600 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4746 members 
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Entering Unmasked Estep 
Score: -1102607.125000 Penalty: 4423.716797
	Iteration 73Q: 3 clusters Score -1102607 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1102609.625000 Penalty: 4423.716797
	Iteration 74Q: 3 clusters Score -1102610 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1102616.625000 Penalty: 4423.716797
	Iteration 75Q: 3 clusters Score -1102617 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1102621.500000 Penalty: 4423.716797
	Iteration 76Q: 3 clusters Score -1102622 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1102628.000000 Penalty: 4423.716797
	Iteration 77Q: 3 clusters Score -1102628 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1102635.625000 Penalty: 4423.716797
	Iteration 78Q: 3 clusters Score -1102636 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4867 members 
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Entering Unmasked Estep 
Score: -1102645.625000 Penalty: 4423.716797
	Iteration 79Q: 3 clusters Score -1102646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1102654.125000 Penalty: 4423.716797
	Iteration 80F: 3 clusters Score -1102654 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4910 members 
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Entering Unmasked Estep 
Score: -1102662.375000 Penalty: 4423.716797
	Iteration 81Q: 3 clusters Score -1102662 nChanged 21
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Mstep: Class 1 contains 4929 members 
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Entering Unmasked Estep 
Score: -1102672.375000 Penalty: 4423.716797
	Iteration 82Q: 3 clusters Score -1102672 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4956 members 
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Entering Unmasked Estep 
Score: -1102681.625000 Penalty: 4423.716797
	Iteration 83Q: 3 clusters Score -1102682 nChanged 30
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Mstep: Class 1 contains 4986 members 
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Entering Unmasked Estep 
Score: -1102694.500000 Penalty: 4423.716797
	Iteration 84Q: 3 clusters Score -1102694 nChanged 23
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Mstep: Class 1 contains 5009 members 
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Entering Unmasked Estep 
Score: -1102703.000000 Penalty: 4423.716797
	Iteration 85Q: 3 clusters Score -1102703 nChanged 28
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Entering Unmasked Estep 
Score: -1102713.250000 Penalty: 4423.716797
	Iteration 86Q: 3 clusters Score -1102713 nChanged 20
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Mstep: Class 1 contains 5057 members 
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Entering Unmasked Estep 
Score: -1102723.375000 Penalty: 4423.716797
	Iteration 87Q: 3 clusters Score -1102723 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1102728.000000 Penalty: 4423.716797
	Iteration 88Q: 3 clusters Score -1102728 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1102726.250000 Penalty: 4423.716797
	Iteration 89Q: 3 clusters Score -1102726 nChanged 3
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Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2391 members 
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Score: -1102730.125000 Penalty: 4423.716797
	Iteration 90Q: 3 clusters Score -1102730 nChanged 4
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Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1102730.625000 Penalty: 4423.716797
	Iteration 91Q: 3 clusters Score -1102731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1102733.000000 Penalty: 4423.716797
	Iteration 92Q: 3 clusters Score -1102733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1102732.875000 Penalty: 4423.716797
	Iteration 93Q: 3 clusters Score -1102733 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1102736.125000 Penalty: 4423.716797
	Iteration 94Q: 3 clusters Score -1102736 nChanged 3
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Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1102736.750000 Penalty: 4423.716797
	Iteration 95Q: 3 clusters Score -1102737 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1102737.875000 Penalty: 4423.716797
	Iteration 96Q: 3 clusters Score -1102738 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1102737.875000 Penalty: 4423.716797
	Iteration 97Q: 3 clusters Score -1102738 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1102740.125000 Penalty: 4423.716797
	Iteration 98Q: 3 clusters Score -1102740 nChanged 1
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Entering Unmasked Estep 
Score: -1102739.500000 Penalty: 4423.716797
	Iteration 99Q: 3 clusters Score -1102740 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1102738.500000 Penalty: 4423.716797
	Iteration 100F: 3 clusters Score -1102738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1102740.500000 Penalty: 4423.716797
	Iteration 101Q: 3 clusters Score -1102740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1102740.375000 Penalty: 4423.716797
	Iteration 102Q: 3 clusters Score -1102740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1102739.625000 Penalty: 4423.716797
	Iteration 103Q: 3 clusters Score -1102740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1102742.125000 Penalty: 4423.716797
	Iteration 104Q: 3 clusters Score -1102742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1102743.250000 Penalty: 4423.716797
	Iteration 105Q: 3 clusters Score -1102743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1102742.875000 Penalty: 4423.716797
	Iteration 106Q: 3 clusters Score -1102743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1102743.625000 Penalty: 4423.716797
	Iteration 107Q: 3 clusters Score -1102744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1102743.125000 Penalty: 4423.716797
	Iteration 108Q: 3 clusters Score -1102743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1102744.750000 Penalty: 4423.716797
	Iteration 109Q: 3 clusters Score -1102745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1102746.875000 Penalty: 4423.716797
	Iteration 110Q: 3 clusters Score -1102747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1102746.375000 Penalty: 4423.716797
	Iteration 111Q: 3 clusters Score -1102746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1102745.375000 Penalty: 4423.716797
	Iteration 112Q: 3 clusters Score -1102745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1102745.375000 Penalty: 4423.716797
	Iteration 113Q: 3 clusters Score -1102745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1102748.000000 Penalty: 4423.716797
	Iteration 114Q: 3 clusters Score -1102748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1102751.625000 Penalty: 4423.716797
	Iteration 115Q: 3 clusters Score -1102752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1102752.000000 Penalty: 4423.716797
	Iteration 116Q: 3 clusters Score -1102752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1102754.500000 Penalty: 4423.716797
	Iteration 117Q: 3 clusters Score -1102754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1102757.500000 Penalty: 4423.716797
	Iteration 118Q: 3 clusters Score -1102758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1102757.750000 Penalty: 4423.716797
	Iteration 119Q: 3 clusters Score -1102758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1102758.375000 Penalty: 4423.716797
	Iteration 120F: 3 clusters Score -1102758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1102759.000000 Penalty: 4423.716797
	Iteration 121Q: 3 clusters Score -1102759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1102760.000000 Penalty: 4423.716797
	Iteration 122Q: 3 clusters Score -1102760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1102762.625000 Penalty: 4423.716797
	Iteration 123Q: 3 clusters Score -1102763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1102762.500000 Penalty: 4423.716797
	Iteration 124Q: 3 clusters Score -1102762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1102762.500000 Penalty: 4423.716797
	Iteration 125F: 3 clusters Score -1102762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -115889.968750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -115890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -114084.554688 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -114084.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114379.835938 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -114379.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114515.351562 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -114515.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114633.781250 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -114633.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114726.367188 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -114726.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -114851.015625 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -114851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -114971.968750 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -114972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -115060.109375 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -115060.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -115097.375000 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -115097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -115113.960938 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -115114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -115121.828125 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -115121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -115123.023438 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -115123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -115123.023438 Penalty: 3330.830322
	Iteration 12F: 3 clusters Score -115123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34735.910156 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34735.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34854.988281 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34854.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34864.589844 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34864.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34864.589844 Penalty: 2760.002197
	Iteration 3F: 3 clusters Score -34864.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37179.527344 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37179.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37272.875000 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37272.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37305.664062 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37305.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37308.964844 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37308.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37313.628906 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37313.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37314.664062 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37314.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37323.968750 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37323.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37323.968750 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -37323.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17817.082031 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17817.08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18180.416016 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -18180.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18341.837891 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18341.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18436.429688 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -18436.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18475.691406 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18475.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18496.492188 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -18496.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18496.492188 Penalty: 2699.439209
	Iteration 6F: 3 clusters Score -18496.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -31857.376953 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -31857.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30675.564453 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -30675.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30741.347656 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -30741.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30770.138672 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -30770.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30777.691406 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30777.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30793.935547 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -30793.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30795.845703 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -30795.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30795.845703 Penalty: 2699.439209
	Iteration 6F: 3 clusters Score -30795.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125532 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109676 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99438 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28227 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 124812.671875
Iteration 479Q: 39 clusters Score -8.672316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125533 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109676 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99438 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28227 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 124812.671875
Iteration 480F: 39 clusters Score -8.672316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125535 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24261 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99439 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28227 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723152.000000 Penalty: 124812.671875
Iteration 481Q: 39 clusters Score -8.672315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125537 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24261 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109671 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99438 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28227 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723144.000000 Penalty: 124812.671875
Iteration 482Q: 39 clusters Score -8.672314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125535 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24261 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109671 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99439 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28616 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 483Q: 39 clusters Score -8.672313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125534 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109669 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99442 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 484Q: 39 clusters Score -8.672314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125532 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109669 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99444 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28617 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 485Q: 39 clusters Score -8.672313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125530 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109669 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 486Q: 39 clusters Score -8.672314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125528 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109671 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 487Q: 39 clusters Score -8.672314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125528 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99444 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 124812.671875
Iteration 488Q: 39 clusters Score -8.672314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125527 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109671 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 489Q: 39 clusters Score -8.672313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125527 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109671 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723120.000000 Penalty: 124812.671875
Iteration 490Q: 39 clusters Score -8.672312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125525 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34527 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 491Q: 39 clusters Score -8.672313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125526 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 492Q: 39 clusters Score -8.672313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125526 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723128.000000 Penalty: 124812.671875
Iteration 493F: 39 clusters Score -8.672313e+07 nChanged 0
Entering ConstructFrom: 
Score: -86723128.000000 Penalty: 124812.671875
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -109737.789062 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -109737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -107985.648438 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -107985.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -108381.718750 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -108381.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -108691.484375 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -108691.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109031.031250 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -109031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -109255.062500 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -109255.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -109432.226562 Penalty: 3358.311768
	Iteration 5F: 3 clusters Score -109432.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -109550.992188 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -109551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -109667.085938 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -109667.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -109729.109375 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -109729.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -109756.664062 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -109756.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -109787.328125 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -109787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -109800.937500 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -109800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -109812.921875 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -109812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -109826.007812 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -109826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -109834.953125 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -109835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -109836.015625 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -109836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -109838.171875 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -109838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -109848.968750 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -109849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -109852.867188 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -109852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109859.945312 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -109859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -109872.203125 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -109872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109900.242188 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -109900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109911.000000 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -109911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -109916.218750 Penalty: 3358.311768
	Iteration 23Q: 3 clusters Score -109916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -109919.351562 Penalty: 3358.311768
	Iteration 24Q: 3 clusters Score -109919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109920.601562 Penalty: 3358.311768
	Iteration 25Q: 3 clusters Score -109920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109920.601562 Penalty: 3358.311768
	Iteration 26F: 3 clusters Score -109920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125526 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 549 members 
Entering Unmasked Estep 
Score: -86721664.000000 Penalty: 128097.218750
Splitting cluster 1 changes total score from -86723128.000000 to -86721664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -358115.562500 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -358115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -355195.187500 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -355195.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -355741.718750 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -355741.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -355893.000000 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -355893 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -355962.250000 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -355962.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -356017.656250 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -356017.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -356077.593750 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -356077.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -356131.812500 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -356131.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -356201.593750 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -356201.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -356273.000000 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -356273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -356342.750000 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -356342.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -356398.156250 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -356398.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -356441.750000 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -356441.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -356486.437500 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -356486.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -356538.000000 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -356538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -356581.062500 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -356581.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -356624.593750 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -356624.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -356654.187500 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -356654.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -356679.281250 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -356679.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -356697.718750 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -356697.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -356709.187500 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -356709.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -356720.562500 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -356720.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -356728.968750 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -356729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -356735.875000 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -356735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -356744.250000 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -356744.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -356753.500000 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -356753.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -356765.687500 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -356765.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -356783.875000 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -356783.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -356802.312500 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -356802.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -356822.687500 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -356822.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -356850.093750 Penalty: 3859.858887
	Iteration 29Q: 3 clusters Score -356850.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -356881.718750 Penalty: 3859.858887
	Iteration 30Q: 3 clusters Score -356881.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -356909.031250 Penalty: 3859.858887
	Iteration 31Q: 3 clusters Score -356909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -356937.968750 Penalty: 3859.858887
	Iteration 32Q: 3 clusters Score -356938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -356961.687500 Penalty: 3859.858887
	Iteration 33Q: 3 clusters Score -356961.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -356984.875000 Penalty: 3859.858887
	Iteration 34Q: 3 clusters Score -356984.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -356999.687500 Penalty: 3859.858887
	Iteration 35Q: 3 clusters Score -356999.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -357017.562500 Penalty: 3859.858887
	Iteration 36Q: 3 clusters Score -357017.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -357033.281250 Penalty: 3859.858887
	Iteration 37Q: 3 clusters Score -357033.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -357046.312500 Penalty: 3859.858887
	Iteration 38Q: 3 clusters Score -357046.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -357061.906250 Penalty: 3859.858887
	Iteration 39Q: 3 clusters Score -357061.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -357073.468750 Penalty: 3859.858887
	Iteration 40F: 3 clusters Score -357073.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -357091.562500 Penalty: 3859.858887
	Iteration 41Q: 3 clusters Score -357091.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -357103.781250 Penalty: 3859.858887
	Iteration 42Q: 3 clusters Score -357103.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -357112.343750 Penalty: 3859.858887
	Iteration 43Q: 3 clusters Score -357112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -357121.375000 Penalty: 3859.858887
	Iteration 44Q: 3 clusters Score -357121.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -357130.281250 Penalty: 3859.858887
	Iteration 45Q: 3 clusters Score -357130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -357135.218750 Penalty: 3859.858887
	Iteration 46Q: 3 clusters Score -357135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -357139.406250 Penalty: 3859.858887
	Iteration 47Q: 3 clusters Score -357139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -357140.000000 Penalty: 3859.858887
	Iteration 48Q: 3 clusters Score -357140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -357140.593750 Penalty: 3859.858887
	Iteration 49Q: 3 clusters Score -357140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -357145.062500 Penalty: 3859.858887
	Iteration 50Q: 3 clusters Score -357145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -357145.062500 Penalty: 3859.858887
	Iteration 51F: 3 clusters Score -357145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Entering Unmasked Estep 
Score: -2193259.500000 Penalty: 2366.935547
	Iteration 0F: 2 clusters Score -2193260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2183050.250000 Penalty: 4733.871094
	Iteration 0F: 3 clusters Score -2183050 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2186360.250000 Penalty: 4733.871094
	Iteration 1F: 3 clusters Score -2186360 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2186968.750000 Penalty: 4733.871094
	Iteration 2F: 3 clusters Score -2186969 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2187564.750000 Penalty: 4733.871094
	Iteration 3F: 3 clusters Score -2187565 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2188034.750000 Penalty: 4733.871094
	Iteration 4F: 3 clusters Score -2188035 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2188415.500000 Penalty: 4733.871094
	Iteration 5F: 3 clusters Score -2188416 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2188741.500000 Penalty: 4733.871094
	Iteration 6Q: 3 clusters Score -2188742 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2189057.500000 Penalty: 4733.871094
	Iteration 7Q: 3 clusters Score -2189058 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2189379.750000 Penalty: 4733.871094
	Iteration 8Q: 3 clusters Score -2189380 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2189712.500000 Penalty: 4733.871094
	Iteration 9Q: 3 clusters Score -2189712 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2190037.250000 Penalty: 4733.871094
	Iteration 10Q: 3 clusters Score -2190037 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2190402.250000 Penalty: 4733.871094
	Iteration 11Q: 3 clusters Score -2190402 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2190754.000000 Penalty: 4733.871094
	Iteration 12Q: 3 clusters Score -2190754 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2191088.250000 Penalty: 4733.871094
	Iteration 13Q: 3 clusters Score -2191088 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2191393.250000 Penalty: 4733.871094
	Iteration 14Q: 3 clusters Score -2191393 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2191721.000000 Penalty: 4733.871094
	Iteration 15Q: 3 clusters Score -2191721 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2191980.500000 Penalty: 4733.871094
	Iteration 16Q: 3 clusters Score -2191980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2192150.750000 Penalty: 4733.871094
	Iteration 17Q: 3 clusters Score -2192151 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2192264.250000 Penalty: 4733.871094
	Iteration 18Q: 3 clusters Score -2192264 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2192326.000000 Penalty: 4733.871094
	Iteration 19Q: 3 clusters Score -2192326 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2192397.750000 Penalty: 4733.871094
	Iteration 20F: 3 clusters Score -2192398 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2192455.750000 Penalty: 4733.871094
	Iteration 21Q: 3 clusters Score -2192456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2192514.250000 Penalty: 4733.871094
	Iteration 22Q: 3 clusters Score -2192514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2192539.250000 Penalty: 4733.871094
	Iteration 23Q: 3 clusters Score -2192539 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2192569.000000 Penalty: 4733.871094
	Iteration 24Q: 3 clusters Score -2192569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2192583.000000 Penalty: 4733.871094
	Iteration 25Q: 3 clusters Score -2192583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2192605.000000 Penalty: 4733.871094
	Iteration 26Q: 3 clusters Score -2192605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2192626.250000 Penalty: 4733.871094
	Iteration 27Q: 3 clusters Score -2192626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2192638.750000 Penalty: 4733.871094
	Iteration 28Q: 3 clusters Score -2192639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2192648.250000 Penalty: 4733.871094
	Iteration 29Q: 3 clusters Score -2192648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2192649.250000 Penalty: 4733.871094
	Iteration 30Q: 3 clusters Score -2192649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2192662.750000 Penalty: 4733.871094
	Iteration 31Q: 3 clusters Score -2192663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2192662.500000 Penalty: 4733.871094
	Iteration 32Q: 3 clusters Score -2192662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2192674.000000 Penalty: 4733.871094
	Iteration 33Q: 3 clusters Score -2192674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2192667.500000 Penalty: 4733.871094
	Iteration 34Q: 3 clusters Score -2192668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2192677.250000 Penalty: 4733.871094
	Iteration 35Q: 3 clusters Score -2192677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2192677.000000 Penalty: 4733.871094
	Iteration 36Q: 3 clusters Score -2192677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2192681.500000 Penalty: 4733.871094
	Iteration 37Q: 3 clusters Score -2192682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2192682.250000 Penalty: 4733.871094
	Iteration 38Q: 3 clusters Score -2192682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2192684.250000 Penalty: 4733.871094
	Iteration 39Q: 3 clusters Score -2192684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2192686.250000 Penalty: 4733.871094
	Iteration 40F: 3 clusters Score -2192686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2192691.000000 Penalty: 4733.871094
	Iteration 41Q: 3 clusters Score -2192691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2192691.750000 Penalty: 4733.871094
	Iteration 42Q: 3 clusters Score -2192692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2192690.750000 Penalty: 4733.871094
	Iteration 43Q: 3 clusters Score -2192691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2192692.500000 Penalty: 4733.871094
	Iteration 44Q: 3 clusters Score -2192692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2192693.750000 Penalty: 4733.871094
	Iteration 45Q: 3 clusters Score -2192694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2192694.500000 Penalty: 4733.871094
	Iteration 46Q: 3 clusters Score -2192694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2192694.250000 Penalty: 4733.871094
	Iteration 47Q: 3 clusters Score -2192694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2192692.000000 Penalty: 4733.871094
	Iteration 48Q: 3 clusters Score -2192692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2192692.000000 Penalty: 4733.871094
	Iteration 49F: 3 clusters Score -2192692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Entering Unmasked Estep 
Score: -1030853.937500 Penalty: 2191.781006
	Iteration 0F: 2 clusters Score -1030854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1025121.125000 Penalty: 4383.562012
	Iteration 0F: 3 clusters Score -1025121 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1026657.187500 Penalty: 4383.562012
	Iteration 1F: 3 clusters Score -1026657 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1026976.125000 Penalty: 4383.562012
	Iteration 2F: 3 clusters Score -1026976 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1027283.187500 Penalty: 4383.562012
	Iteration 3F: 3 clusters Score -1027283 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1027583.062500 Penalty: 4383.562012
	Iteration 4F: 3 clusters Score -1027583 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1027812.625000 Penalty: 4383.562012
	Iteration 5F: 3 clusters Score -1027813 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1027996.250000 Penalty: 4383.562012
	Iteration 6Q: 3 clusters Score -1027996 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1028146.312500 Penalty: 4383.562012
	Iteration 7Q: 3 clusters Score -1028146 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1028287.625000 Penalty: 4383.562012
	Iteration 8Q: 3 clusters Score -1028288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1028403.500000 Penalty: 4383.562012
	Iteration 9Q: 3 clusters Score -1028404 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1028512.312500 Penalty: 4383.562012
	Iteration 10Q: 3 clusters Score -1028512 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1028589.562500 Penalty: 4383.562012
	Iteration 11Q: 3 clusters Score -1028590 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1028661.937500 Penalty: 4383.562012
	Iteration 12Q: 3 clusters Score -1028662 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1028744.625000 Penalty: 4383.562012
	Iteration 13Q: 3 clusters Score -1028745 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1028821.937500 Penalty: 4383.562012
	Iteration 14Q: 3 clusters Score -1028822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1028893.937500 Penalty: 4383.562012
	Iteration 15Q: 3 clusters Score -1028894 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1028971.000000 Penalty: 4383.562012
	Iteration 16Q: 3 clusters Score -1028971 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1029052.375000 Penalty: 4383.562012
	Iteration 17Q: 3 clusters Score -1029052 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1029142.875000 Penalty: 4383.562012
	Iteration 18Q: 3 clusters Score -1029143 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1029238.187500 Penalty: 4383.562012
	Iteration 19Q: 3 clusters Score -1029238 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1029339.437500 Penalty: 4383.562012
	Iteration 20F: 3 clusters Score -1029339 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1029467.375000 Penalty: 4383.562012
	Iteration 21Q: 3 clusters Score -1029467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1029572.562500 Penalty: 4383.562012
	Iteration 22Q: 3 clusters Score -1029573 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1029669.437500 Penalty: 4383.562012
	Iteration 23Q: 3 clusters Score -1029669 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1029758.312500 Penalty: 4383.562012
	Iteration 24Q: 3 clusters Score -1029758 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1029888.375000 Penalty: 4383.562012
	Iteration 25Q: 3 clusters Score -1029888 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1030036.562500 Penalty: 4383.562012
	Iteration 26Q: 3 clusters Score -1030037 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1030187.125000 Penalty: 4383.562012
	Iteration 27Q: 3 clusters Score -1030187 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1030374.250000 Penalty: 4383.562012
	Iteration 28Q: 3 clusters Score -1030374 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1030540.875000 Penalty: 4383.562012
	Iteration 29Q: 3 clusters Score -1030541 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1030648.312500 Penalty: 4383.562012
	Iteration 30Q: 3 clusters Score -1030648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1030722.750000 Penalty: 4383.562012
	Iteration 31Q: 3 clusters Score -1030723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1030770.812500 Penalty: 4383.562012
	Iteration 32Q: 3 clusters Score -1030771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1030807.687500 Penalty: 4383.562012
	Iteration 33Q: 3 clusters Score -1030808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1030830.125000 Penalty: 4383.562012
	Iteration 34Q: 3 clusters Score -1030830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1030846.812500 Penalty: 4383.562012
	Iteration 35Q: 3 clusters Score -1030847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1030855.375000 Penalty: 4383.562012
	Iteration 36Q: 3 clusters Score -1030855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1030868.437500 Penalty: 4383.562012
	Iteration 37Q: 3 clusters Score -1030868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1030875.250000 Penalty: 4383.562012
	Iteration 38Q: 3 clusters Score -1030875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1030878.437500 Penalty: 4383.562012
	Iteration 39Q: 3 clusters Score -1030878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1030880.500000 Penalty: 4383.562012
	Iteration 40F: 3 clusters Score -1030880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1030881.812500 Penalty: 4383.562012
	Iteration 41Q: 3 clusters Score -1030882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1030881.437500 Penalty: 4383.562012
	Iteration 42Q: 3 clusters Score -1030881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1030885.437500 Penalty: 4383.562012
	Iteration 43Q: 3 clusters Score -1030885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1030886.812500 Penalty: 4383.562012
	Iteration 44Q: 3 clusters Score -1030887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1030889.500000 Penalty: 4383.562012
	Iteration 45Q: 3 clusters Score -1030890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1030895.375000 Penalty: 4383.562012
	Iteration 46Q: 3 clusters Score -1030895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1030899.437500 Penalty: 4383.562012
	Iteration 47Q: 3 clusters Score -1030899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1030902.375000 Penalty: 4383.562012
	Iteration 48Q: 3 clusters Score -1030902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1030905.187500 Penalty: 4383.562012
	Iteration 49Q: 3 clusters Score -1030905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1030906.312500 Penalty: 4383.562012
	Iteration 50Q: 3 clusters Score -1030906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1030905.875000 Penalty: 4383.562012
	Iteration 51Q: 3 clusters Score -1030906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1030905.562500 Penalty: 4383.562012
	Iteration 52Q: 3 clusters Score -1030906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1030905.562500 Penalty: 4383.562012
	Iteration 53F: 3 clusters Score -1030906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 512 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125526 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 1044 members 
Entering Unmasked Estep 
Score: -86721976.000000 Penalty: 128097.218750
Splitting cluster 4 changes total score from -86723128.000000 to -86721976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -67968.414062 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -67968.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66589.523438 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -66589.52 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66968.437500 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -66968.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67256.656250 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -67256.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67428.593750 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -67428.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67639.539062 Penalty: 3094.208984
	Iteration 4F: 3 clusters Score -67639.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67734.820312 Penalty: 3094.208984
	Iteration 5F: 3 clusters Score -67734.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67831.351562 Penalty: 3094.208984
	Iteration 6Q: 3 clusters Score -67831.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67900.101562 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -67900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67950.429688 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -67950.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -68072.945312 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -68072.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68145.617188 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -68145.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68156.046875 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -68156.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -68161.820312 Penalty: 3094.208984
	Iteration 12F: 3 clusters Score -68161.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68225.734375 Penalty: 3094.208984
	Iteration 13Q: 3 clusters Score -68225.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -68288.414062 Penalty: 3094.208984
	Iteration 14Q: 3 clusters Score -68288.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -68294.359375 Penalty: 3094.208984
	Iteration 15Q: 3 clusters Score -68294.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68295.937500 Penalty: 3094.208984
	Iteration 16Q: 3 clusters Score -68295.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -68295.937500 Penalty: 3094.208984
	Iteration 17F: 3 clusters Score -68295.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2397 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 6890 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 609 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 125526 members 
Mstep: Class 10 contains 8889 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 10302 members 
Mstep: Class 14 contains 12298 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 16 contains 34526 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 6214 members 
Mstep: Class 19 contains 7782 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 2413 members 
Mstep: Class 22 contains 885 members 
Mstep: Class 23 contains 1597 members 
Mstep: Class 24 contains 109672 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 99445 members 
Mstep: Class 27 contains 567 members 
Mstep: Class 28 contains 15386 members 
Mstep: Class 29 contains 2890 members 
Mstep: Class 30 contains 28228 members 
Mstep: Class 31 contains 28618 members 
Mstep: Class 32 contains 192 members 
Mstep: Class 33 contains 7471 members 
Mstep: Class 34 contains 825 members 
Mstep: Class 35 contains 261 members 
Mstep: Class 36 contains 271 members 
Mstep: Class 37 contains 231 members 
Mstep: Class 38 contains 231 members 
Mstep: Class 39 contains 172 members 
Entering Unmasked Estep 
Score: -86721728.000000 Penalty: 128097.218750
Splitting cluster 5 changes total score from -86723128.000000 to -86721728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -231294.640625 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -231294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -228943.500000 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -228943.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -229371.625000 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -229371.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -229596.484375 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -229596.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -229808.328125 Penalty: 3664.303711
	Iteration 3F: 3 clusters Score -229808.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -230091.843750 Penalty: 3664.303711
	Iteration 4F: 3 clusters Score -230091.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -230391.218750 Penalty: 3664.303711
	Iteration 5F: 3 clusters Score -230391.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -230581.140625 Penalty: 3664.303711
	Iteration 6F: 3 clusters Score -230581.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -230691.250000 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -230691.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -230745.828125 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -230745.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -230797.812500 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -230797.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -230830.250000 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -230830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -230834.703125 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -230834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -230839.718750 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -230839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -230841.828125 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -230841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230846.390625 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -230846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -230849.453125 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -230849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -230852.359375 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -230852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -230854.359375 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -230854.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -230857.203125 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -230857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -230860.046875 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -230860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -230865.250000 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -230865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -230868.343750 Penalty: 3664.303711
	Iteration 21Q: 3 clusters Score -230868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -230868.609375 Penalty: 3664.303711
	Iteration 22Q: 3 clusters Score -230868.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -230868.609375 Penalty: 3664.303711
	Iteration 23F: 3 clusters Score -230868.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -79872.554688 Penalty: 1590.130981
	Iteration 0F: 2 clusters Score -79872.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78300.835938 Penalty: 3180.261963
	Iteration 0F: 3 clusters Score -78300.84 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78542.617188 Penalty: 3180.261963
	Iteration 1F: 3 clusters Score -78542.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78607.554688 Penalty: 3180.261963
	Iteration 2F: 3 clusters Score -78607.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78634.992188 Penalty: 3180.261963
	Iteration 3Q: 3 clusters Score -78634.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78660.062500 Penalty: 3180.261963
	Iteration 4Q: 3 clusters Score -78660.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78676.015625 Penalty: 3180.261963
	Iteration 5Q: 3 clusters Score -78676.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -78690.437500 Penalty: 3180.261963
	Iteration 6Q: 3 clusters Score -78690.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78706.367188 Penalty: 3180.261963
	Iteration 7Q: 3 clusters Score -78706.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78718.773438 Penalty: 3180.261963
	Iteration 8Q: 3 clusters Score -78718.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78727.148438 Penalty: 3180.261963
	Iteration 9Q: 3 clusters Score -78727.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -78738.484375 Penalty: 3180.261963
	Iteration 10Q: 3 clusters Score -78738.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78743.789062 Penalty: 3180.261963
	Iteration 11Q: 3 clusters Score -78743.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78746.320312 Penalty: 3180.261963
	Iteration 12Q: 3 clusters Score -78746.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78746.320312 Penalty: 3180.261963
	Iteration 13F: 3 clusters Score -78746.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -116338.828125 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -116338.8 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 392 members 
Entering Unmasked Estep 
Score: -114592.507812 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -114592.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -114847.625000 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -114847.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -114955.882812 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -114955.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -115038.375000 Penalty: 3299.820068
	Iteration 3Q: 3 clusters Score -115038.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -115148.757812 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -115148.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -115245.429688 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -115245.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -115346.476562 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -115346.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -115436.812500 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -115436.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -115505.796875 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -115505.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -115561.437500 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -115561.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -115605.882812 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -115605.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -115656.468750 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -115656.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -115697.367188 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -115697.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -115728.718750 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -115728.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -115779.351562 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -115779.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -115837.953125 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -115838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -115890.359375 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -115890.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -115996.078125 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -115996.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116085.968750 Penalty: 3299.820068
	Iteration 18Q: 3 clusters Score -116086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -116120.539062 Penalty: 3299.820068
	Iteration 19Q: 3 clusters Score -116120.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -116146.085938 Penalty: 3299.820068
	Iteration 20F: 3 clusters Score -116146.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -116150.437500 Penalty: 3299.820068
	Iteration 21Q: 3 clusters Score -116150.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -116150.437500 Penalty: 3299.820068
	Iteration 22F: 3 clusters Score -116150.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (125526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Entering Unmasked Estep 
Score: -19731688.000000 Penalty: 2911.586426
	Iteration 0F: 2 clusters Score -1.973169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -19651222.000000 Penalty: 5823.172852
	Iteration 0F: 3 clusters Score -1.965122e+07 nChanged 59795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -19685992.000000 Penalty: 5823.172852
	Iteration 1F: 3 clusters Score -1.968599e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -19687026.000000 Penalty: 5823.172852
	Iteration 2Q: 3 clusters Score -1.968703e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -19688286.000000 Penalty: 5823.172852
	Iteration 3Q: 3 clusters Score -1.968829e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -19690532.000000 Penalty: 5823.172852
	Iteration 4Q: 3 clusters Score -1.969053e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -19694326.000000 Penalty: 5823.172852
	Iteration 5F: 3 clusters Score -1.969433e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -19700538.000000 Penalty: 5823.172852
	Iteration 6F: 3 clusters Score -1.970054e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -19709512.000000 Penalty: 5823.172852
	Iteration 7F: 3 clusters Score -1.970951e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -19719198.000000 Penalty: 5823.172852
	Iteration 8F: 3 clusters Score -1.97192e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 102539 members 
Entering Unmasked Estep 
Score: -19725854.000000 Penalty: 5823.172852
	Iteration 9F: 3 clusters Score -1.972585e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 105437 members 
Entering Unmasked Estep 
Score: -19728192.000000 Penalty: 5823.172852
	Iteration 10Q: 3 clusters Score -1.972819e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 107890 members 
Entering Unmasked Estep 
Score: -19729056.000000 Penalty: 5823.172852
	Iteration 11Q: 3 clusters Score -1.972906e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 110217 members 
Entering Unmasked Estep 
Score: -19729346.000000 Penalty: 5823.172852
	Iteration 12Q: 3 clusters Score -1.972935e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 112440 members 
Entering Unmasked Estep 
Score: -19729456.000000 Penalty: 5823.172852
	Iteration 13Q: 3 clusters Score -1.972946e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -19729568.000000 Penalty: 5823.172852
	Iteration 14Q: 3 clusters Score -1.972957e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 116466 members 
Entering Unmasked Estep 
Score: -19729676.000000 Penalty: 5823.172852
	Iteration 15Q: 3 clusters Score -1.972968e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -19729708.000000 Penalty: 5823.172852
	Iteration 16Q: 3 clusters Score -1.972971e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 119561 members 
Entering Unmasked Estep 
Score: -19729622.000000 Penalty: 5823.172852
	Iteration 17Q: 3 clusters Score -1.972962e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 120745 members 
Entering Unmasked Estep 
Score: -19729556.000000 Penalty: 5823.172852
	Iteration 18Q: 3 clusters Score -1.972956e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 121702 members 
Entering Unmasked Estep 
Score: -19729450.000000 Penalty: 5823.172852
	Iteration 19Q: 3 clusters Score -1.972945e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 122466 members 
Entering Unmasked Estep 
Score: -19729528.000000 Penalty: 5823.172852
	Iteration 20F: 3 clusters Score -1.972953e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -19729480.000000 Penalty: 5823.172852
	Iteration 21Q: 3 clusters Score -1.972948e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -19729478.000000 Penalty: 5823.172852
	Iteration 22Q: 3 clusters Score -1.972948e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -19729434.000000 Penalty: 5823.172852
	Iteration 23Q: 3 clusters Score -1.972943e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -19729404.000000 Penalty: 5823.172852
	Iteration 24Q: 3 clusters Score -1.97294e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 124341 members 
Entering Unmasked Estep 
Score: -19729412.000000 Penalty: 5823.172852
	Iteration 25Q: 3 clusters Score -1.972941e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -19729448.000000 Penalty: 5823.172852
	Iteration 26Q: 3 clusters Score -1.972945e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -19729470.000000 Penalty: 5823.172852
	Iteration 27Q: 3 clusters Score -1.972947e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 124744 members 
Entering Unmasked Estep 
Score: -19729436.000000 Penalty: 5823.172852
	Iteration 28Q: 3 clusters Score -1.972944e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
Score: -19729484.000000 Penalty: 5823.172852
	Iteration 29Q: 3 clusters Score -1.972948e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 124923 members 
Entering Unmasked Estep 
Score: -19729514.000000 Penalty: 5823.172852
	Iteration 30Q: 3 clusters Score -1.972951e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 124967 members 
Entering Unmasked Estep 
Score: -19729510.000000 Penalty: 5823.172852
	Iteration 31Q: 3 clusters Score -1.972951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -19729500.000000 Penalty: 5823.172852
	Iteration 32Q: 3 clusters Score -1.97295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 125012 members 
Entering Unmasked Estep 
Score: -19729520.000000 Penalty: 5823.172852
	Iteration 33Q: 3 clusters Score -1.972952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 125029 members 
Entering Unmasked Estep 
Score: -19729526.000000 Penalty: 5823.172852
	Iteration 34Q: 3 clusters Score -1.972953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -19729536.000000 Penalty: 5823.172852
	Iteration 35Q: 3 clusters Score -1.972954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 125057 members 
Entering Unmasked Estep 
Score: -19729516.000000 Penalty: 5823.172852
	Iteration 36Q: 3 clusters Score -1.972952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 125065 members 
Entering Unmasked Estep 
Score: -19729514.000000 Penalty: 5823.172852
	Iteration 37Q: 3 clusters Score -1.972951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 125071 members 
Entering Unmasked Estep 
Score: -19729504.000000 Penalty: 5823.172852
	Iteration 38Q: 3 clusters Score -1.97295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 125076 members 
Entering Unmasked Estep 
Score: -19729520.000000 Penalty: 5823.172852
	Iteration 39Q: 3 clusters Score -1.972952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 125081 members 
Entering Unmasked Estep 
Score: -19729514.000000 Penalty: 5823.172852
	Iteration 40F: 3 clusters Score -1.972951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 125083 members 
Entering Unmasked Estep 
Score: -19729508.000000 Penalty: 5823.172852
	Iteration 41Q: 3 clusters Score -1.972951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 125087 members 
Entering Unmasked Estep 
Score: -19729510.000000 Penalty: 5823.172852
	Iteration 42Q: 3 clusters Score -1.972951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 125088 members 
Entering Unmasked Estep 
Score: -19729510.000000 Penalty: 5823.172852
	Iteration 43Q: 3 clusters Score -1.972951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -19729510.000000 Penalty: 5823.172852
	Iteration 44Q: 3 clusters Score -1.972951e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -19729508.000000 Penalty: 5823.172852
	Iteration 45Q: 3 clusters Score -1.972951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 125094 members 
Entering Unmasked Estep 
Score: -19729504.000000 Penalty: 5823.172852
	Iteration 46Q: 3 clusters Score -1.97295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 125096 members 
Entering Unmasked Estep 
Score: -19729494.000000 Penalty: 5823.172852
	Iteration 47Q: 3 clusters Score -1.972949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 125096 members 
Entering Unmasked Estep 
Score: -19729494.000000 Penalty: 5823.172852
	Iteration 48Q: 3 clusters Score -1.972949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -19729510.000000 Penalty: 5823.172852
	Iteration 49Q: 3 clusters Score -1.972951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 125099 members 
Entering Unmasked Estep 
Score: -19729520.000000 Penalty: 5823.172852
	Iteration 50Q: 3 clusters Score -1.972952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 125100 members 
Entering Unmasked Estep 
Score: -19729518.000000 Penalty: 5823.172852
	Iteration 51Q: 3 clusters Score -1.972952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 125100 members 
Entering Unmasked Estep 
Score: -19729522.000000 Penalty: 5823.172852
	Iteration 52Q: 3 clusters Score -1.972952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -19729512.000000 Penalty: 5823.172852
	Iteration 53Q: 3 clusters Score -1.972951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 125101 members 
Entering Unmasked Estep 
Score: -19729512.000000 Penalty: 5823.172852
	Iteration 54F: 3 clusters Score -1.972951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -1329632.125000 Penalty: 2254.957520
	Iteration 0F: 2 clusters Score -1329632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1322634.625000 Penalty: 4509.915039
	Iteration 0F: 3 clusters Score -1322635 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1324579.125000 Penalty: 4509.915039
	Iteration 1F: 3 clusters Score -1324579 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1324891.625000 Penalty: 4509.915039
	Iteration 2F: 3 clusters Score -1324892 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1325110.375000 Penalty: 4509.915039
	Iteration 3F: 3 clusters Score -1325110 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1325277.125000 Penalty: 4509.915039
	Iteration 4Q: 3 clusters Score -1325277 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1325451.375000 Penalty: 4509.915039
	Iteration 5Q: 3 clusters Score -1325451 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1325616.250000 Penalty: 4509.915039
	Iteration 6Q: 3 clusters Score -1325616 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1325816.500000 Penalty: 4509.915039
	Iteration 7Q: 3 clusters Score -1325816 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1326042.375000 Penalty: 4509.915039
	Iteration 8Q: 3 clusters Score -1326042 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1326270.875000 Penalty: 4509.915039
	Iteration 9Q: 3 clusters Score -1326271 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1326513.250000 Penalty: 4509.915039
	Iteration 10Q: 3 clusters Score -1326513 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1326751.500000 Penalty: 4509.915039
	Iteration 11Q: 3 clusters Score -1326752 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1326998.625000 Penalty: 4509.915039
	Iteration 12Q: 3 clusters Score -1326999 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1327210.000000 Penalty: 4509.915039
	Iteration 13Q: 3 clusters Score -1327210 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1327446.250000 Penalty: 4509.915039
	Iteration 14Q: 3 clusters Score -1327446 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1327642.750000 Penalty: 4509.915039
	Iteration 15Q: 3 clusters Score -1327643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1327781.875000 Penalty: 4509.915039
	Iteration 16Q: 3 clusters Score -1327782 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1327896.625000 Penalty: 4509.915039
	Iteration 17Q: 3 clusters Score -1327897 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1327978.125000 Penalty: 4509.915039
	Iteration 18Q: 3 clusters Score -1327978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1328029.875000 Penalty: 4509.915039
	Iteration 19Q: 3 clusters Score -1328030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1328081.750000 Penalty: 4509.915039
	Iteration 20F: 3 clusters Score -1328082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1328126.125000 Penalty: 4509.915039
	Iteration 21Q: 3 clusters Score -1328126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1328153.375000 Penalty: 4509.915039
	Iteration 22Q: 3 clusters Score -1328153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1328182.250000 Penalty: 4509.915039
	Iteration 23Q: 3 clusters Score -1328182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1328196.750000 Penalty: 4509.915039
	Iteration 24Q: 3 clusters Score -1328197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1328211.125000 Penalty: 4509.915039
	Iteration 25Q: 3 clusters Score -1328211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1328221.625000 Penalty: 4509.915039
	Iteration 26Q: 3 clusters Score -1328222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1328222.750000 Penalty: 4509.915039
	Iteration 27Q: 3 clusters Score -1328223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1328224.750000 Penalty: 4509.915039
	Iteration 28Q: 3 clusters Score -1328225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1328228.625000 Penalty: 4509.915039
	Iteration 29Q: 3 clusters Score -1328229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1328232.000000 Penalty: 4509.915039
	Iteration 30Q: 3 clusters Score -1328232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1328234.125000 Penalty: 4509.915039
	Iteration 31Q: 3 clusters Score -1328234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1328239.875000 Penalty: 4509.915039
	Iteration 32Q: 3 clusters Score -1328240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1328245.625000 Penalty: 4509.915039
	Iteration 33Q: 3 clusters Score -1328246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1328246.625000 Penalty: 4509.915039
	Iteration 34Q: 3 clusters Score -1328247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1328248.875000 Penalty: 4509.915039
	Iteration 35Q: 3 clusters Score -1328249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1328250.250000 Penalty: 4509.915039
	Iteration 36Q: 3 clusters Score -1328250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1328257.125000 Penalty: 4509.915039
	Iteration 37Q: 3 clusters Score -1328257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1328256.500000 Penalty: 4509.915039
	Iteration 38Q: 3 clusters Score -1328256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1328260.375000 Penalty: 4509.915039
	Iteration 39Q: 3 clusters Score -1328260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1328261.125000 Penalty: 4509.915039
	Iteration 40F: 3 clusters Score -1328261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1328262.125000 Penalty: 4509.915039
	Iteration 41Q: 3 clusters Score -1328262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1328264.125000 Penalty: 4509.915039
	Iteration 42Q: 3 clusters Score -1328264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1328264.125000 Penalty: 4509.915039
	Iteration 43F: 3 clusters Score -1328264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Entering Unmasked Estep 
Score: -3853638.250000 Penalty: 2503.952881
	Iteration 0F: 2 clusters Score -3853638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3836837.500000 Penalty: 5007.905762
	Iteration 0F: 3 clusters Score -3836838 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3842642.000000 Penalty: 5007.905762
	Iteration 1F: 3 clusters Score -3842642 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3843115.250000 Penalty: 5007.905762
	Iteration 2F: 3 clusters Score -3843115 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3843562.500000 Penalty: 5007.905762
	Iteration 3Q: 3 clusters Score -3843562 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3843983.750000 Penalty: 5007.905762
	Iteration 4Q: 3 clusters Score -3843984 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3844402.500000 Penalty: 5007.905762
	Iteration 5Q: 3 clusters Score -3844402 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3844822.250000 Penalty: 5007.905762
	Iteration 6Q: 3 clusters Score -3844822 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3845289.000000 Penalty: 5007.905762
	Iteration 7Q: 3 clusters Score -3845289 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3845820.250000 Penalty: 5007.905762
	Iteration 8Q: 3 clusters Score -3845820 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3846397.500000 Penalty: 5007.905762
	Iteration 9Q: 3 clusters Score -3846398 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3847007.250000 Penalty: 5007.905762
	Iteration 10Q: 3 clusters Score -3847007 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3847637.000000 Penalty: 5007.905762
	Iteration 11Q: 3 clusters Score -3847637 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -3848183.250000 Penalty: 5007.905762
	Iteration 12Q: 3 clusters Score -3848183 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3848698.500000 Penalty: 5007.905762
	Iteration 13Q: 3 clusters Score -3848698 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3849054.250000 Penalty: 5007.905762
	Iteration 14Q: 3 clusters Score -3849054 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3849347.750000 Penalty: 5007.905762
	Iteration 15Q: 3 clusters Score -3849348 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3849589.250000 Penalty: 5007.905762
	Iteration 16Q: 3 clusters Score -3849589 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3849844.250000 Penalty: 5007.905762
	Iteration 17Q: 3 clusters Score -3849844 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3850070.250000 Penalty: 5007.905762
	Iteration 18Q: 3 clusters Score -3850070 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3850297.000000 Penalty: 5007.905762
	Iteration 19Q: 3 clusters Score -3850297 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3850525.250000 Penalty: 5007.905762
	Iteration 20F: 3 clusters Score -3850525 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -3850765.500000 Penalty: 5007.905762
	Iteration 21Q: 3 clusters Score -3850766 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3851003.250000 Penalty: 5007.905762
	Iteration 22Q: 3 clusters Score -3851003 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3851263.250000 Penalty: 5007.905762
	Iteration 23Q: 3 clusters Score -3851263 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3851528.500000 Penalty: 5007.905762
	Iteration 24Q: 3 clusters Score -3851528 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3851804.750000 Penalty: 5007.905762
	Iteration 25Q: 3 clusters Score -3851805 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3852082.250000 Penalty: 5007.905762
	Iteration 26Q: 3 clusters Score -3852082 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3852255.000000 Penalty: 5007.905762
	Iteration 27Q: 3 clusters Score -3852255 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3852413.500000 Penalty: 5007.905762
	Iteration 28Q: 3 clusters Score -3852414 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3852517.500000 Penalty: 5007.905762
	Iteration 29Q: 3 clusters Score -3852518 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3852608.250000 Penalty: 5007.905762
	Iteration 30Q: 3 clusters Score -3852608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3852659.750000 Penalty: 5007.905762
	Iteration 31Q: 3 clusters Score -3852660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3852699.000000 Penalty: 5007.905762
	Iteration 32Q: 3 clusters Score -3852699 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3852733.250000 Penalty: 5007.905762
	Iteration 33Q: 3 clusters Score -3852733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3852761.750000 Penalty: 5007.905762
	Iteration 34Q: 3 clusters Score -3852762 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3852796.250000 Penalty: 5007.905762
	Iteration 35Q: 3 clusters Score -3852796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -3852810.750000 Penalty: 5007.905762
	Iteration 36Q: 3 clusters Score -3852811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3852827.250000 Penalty: 5007.905762
	Iteration 37Q: 3 clusters Score -3852827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3852831.250000 Penalty: 5007.905762
	Iteration 38Q: 3 clusters Score -3852831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -3852836.500000 Penalty: 5007.905762
	Iteration 39Q: 3 clusters Score -3852836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3852841.750000 Penalty: 5007.905762
	Iteration 40F: 3 clusters Score -3852842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3852846.250000 Penalty: 5007.905762
	Iteration 41Q: 3 clusters Score -3852846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3852855.750000 Penalty: 5007.905762
	Iteration 42Q: 3 clusters Score -3852856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3852856.500000 Penalty: 5007.905762
	Iteration 43Q: 3 clusters Score -3852856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3852864.000000 Penalty: 5007.905762
	Iteration 44Q: 3 clusters Score -3852864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3852868.750000 Penalty: 5007.905762
	Iteration 45Q: 3 clusters Score -3852869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3852869.500000 Penalty: 5007.905762
	Iteration 46Q: 3 clusters Score -3852870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3852872.750000 Penalty: 5007.905762
	Iteration 47Q: 3 clusters Score -3852873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3852872.500000 Penalty: 5007.905762
	Iteration 48Q: 3 clusters Score -3852872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3852872.500000 Penalty: 5007.905762
	Iteration 49F: 3 clusters Score -3852872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Entering Unmasked Estep 
Score: -281782.281250 Penalty: 1880.519165
	Iteration 0F: 2 clusters Score -281782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -279177.562500 Penalty: 3761.038330
	Iteration 0F: 3 clusters Score -279177.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -279675.031250 Penalty: 3761.038330
	Iteration 1F: 3 clusters Score -279675 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -279806.875000 Penalty: 3761.038330
	Iteration 2F: 3 clusters Score -279806.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -279872.718750 Penalty: 3761.038330
	Iteration 3Q: 3 clusters Score -279872.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -279914.687500 Penalty: 3761.038330
	Iteration 4Q: 3 clusters Score -279914.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -279952.031250 Penalty: 3761.038330
	Iteration 5Q: 3 clusters Score -279952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -279980.468750 Penalty: 3761.038330
	Iteration 6Q: 3 clusters Score -279980.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -280000.093750 Penalty: 3761.038330
	Iteration 7Q: 3 clusters Score -280000.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -280010.593750 Penalty: 3761.038330
	Iteration 8Q: 3 clusters Score -280010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -280015.312500 Penalty: 3761.038330
	Iteration 9Q: 3 clusters Score -280015.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280020.312500 Penalty: 3761.038330
	Iteration 10Q: 3 clusters Score -280020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280025.468750 Penalty: 3761.038330
	Iteration 11Q: 3 clusters Score -280025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280029.062500 Penalty: 3761.038330
	Iteration 12Q: 3 clusters Score -280029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280030.562500 Penalty: 3761.038330
	Iteration 13Q: 3 clusters Score -280030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280031.062500 Penalty: 3761.038330
	Iteration 14Q: 3 clusters Score -280031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280031.562500 Penalty: 3761.038330
	Iteration 15Q: 3 clusters Score -280031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280031.562500 Penalty: 3761.038330
	Iteration 16F: 3 clusters Score -280031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Entering Unmasked Estep 
Score: -1601498.625000 Penalty: 2291.543213
	Iteration 0F: 2 clusters Score -1601499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1593629.500000 Penalty: 4583.086426
	Iteration 0F: 3 clusters Score -1593630 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1596081.375000 Penalty: 4583.086426
	Iteration 1F: 3 clusters Score -1596081 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1596648.625000 Penalty: 4583.086426
	Iteration 2F: 3 clusters Score -1596649 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1597141.500000 Penalty: 4583.086426
	Iteration 3F: 3 clusters Score -1597142 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1597519.750000 Penalty: 4583.086426
	Iteration 4F: 3 clusters Score -1597520 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1597805.125000 Penalty: 4583.086426
	Iteration 5F: 3 clusters Score -1597805 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1598029.125000 Penalty: 4583.086426
	Iteration 6Q: 3 clusters Score -1598029 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1598214.125000 Penalty: 4583.086426
	Iteration 7Q: 3 clusters Score -1598214 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1598397.750000 Penalty: 4583.086426
	Iteration 8Q: 3 clusters Score -1598398 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1598577.750000 Penalty: 4583.086426
	Iteration 9Q: 3 clusters Score -1598578 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1598738.000000 Penalty: 4583.086426
	Iteration 10Q: 3 clusters Score -1598738 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1598890.000000 Penalty: 4583.086426
	Iteration 11Q: 3 clusters Score -1598890 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1599013.875000 Penalty: 4583.086426
	Iteration 12Q: 3 clusters Score -1599014 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1599129.250000 Penalty: 4583.086426
	Iteration 13Q: 3 clusters Score -1599129 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1599242.125000 Penalty: 4583.086426
	Iteration 14Q: 3 clusters Score -1599242 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1599346.625000 Penalty: 4583.086426
	Iteration 15Q: 3 clusters Score -1599347 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1599478.250000 Penalty: 4583.086426
	Iteration 16Q: 3 clusters Score -1599478 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1599625.625000 Penalty: 4583.086426
	Iteration 17Q: 3 clusters Score -1599626 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1599757.250000 Penalty: 4583.086426
	Iteration 18Q: 3 clusters Score -1599757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1599870.500000 Penalty: 4583.086426
	Iteration 19Q: 3 clusters Score -1599870 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1599977.125000 Penalty: 4583.086426
	Iteration 20F: 3 clusters Score -1599977 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1600044.625000 Penalty: 4583.086426
	Iteration 21Q: 3 clusters Score -1600045 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1600103.875000 Penalty: 4583.086426
	Iteration 22Q: 3 clusters Score -1600104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1600137.875000 Penalty: 4583.086426
	Iteration 23Q: 3 clusters Score -1600138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1600170.375000 Penalty: 4583.086426
	Iteration 24Q: 3 clusters Score -1600170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1600209.375000 Penalty: 4583.086426
	Iteration 25Q: 3 clusters Score -1600209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1600247.250000 Penalty: 4583.086426
	Iteration 26Q: 3 clusters Score -1600247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1600268.000000 Penalty: 4583.086426
	Iteration 27Q: 3 clusters Score -1600268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1600280.125000 Penalty: 4583.086426
	Iteration 28Q: 3 clusters Score -1600280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1600289.625000 Penalty: 4583.086426
	Iteration 29Q: 3 clusters Score -1600290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1600302.500000 Penalty: 4583.086426
	Iteration 30Q: 3 clusters Score -1600302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1600311.000000 Penalty: 4583.086426
	Iteration 31Q: 3 clusters Score -1600311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1600315.125000 Penalty: 4583.086426
	Iteration 32Q: 3 clusters Score -1600315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1600324.750000 Penalty: 4583.086426
	Iteration 33Q: 3 clusters Score -1600325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1600322.250000 Penalty: 4583.086426
	Iteration 34Q: 3 clusters Score -1600322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1600325.875000 Penalty: 4583.086426
	Iteration 35Q: 3 clusters Score -1600326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1600329.625000 Penalty: 4583.086426
	Iteration 36Q: 3 clusters Score -1600330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1600331.375000 Penalty: 4583.086426
	Iteration 37Q: 3 clusters Score -1600331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1600330.750000 Penalty: 4583.086426
	Iteration 38Q: 3 clusters Score -1600331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1600332.125000 Penalty: 4583.086426
	Iteration 39Q: 3 clusters Score -1600332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1600332.125000 Penalty: 4583.086426
	Iteration 40F: 3 clusters Score -1600332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Entering Unmasked Estep 
Score: -1889594.500000 Penalty: 2335.463379
	Iteration 0F: 2 clusters Score -1889594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1880412.875000 Penalty: 4670.926758
	Iteration 0F: 3 clusters Score -1880413 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1883308.625000 Penalty: 4670.926758
	Iteration 1F: 3 clusters Score -1883309 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1883790.500000 Penalty: 4670.926758
	Iteration 2F: 3 clusters Score -1883790 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1884383.125000 Penalty: 4670.926758
	Iteration 3F: 3 clusters Score -1884383 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1885108.125000 Penalty: 4670.926758
	Iteration 4F: 3 clusters Score -1885108 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1885964.125000 Penalty: 4670.926758
	Iteration 5F: 3 clusters Score -1885964 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1886804.125000 Penalty: 4670.926758
	Iteration 6F: 3 clusters Score -1886804 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1887625.875000 Penalty: 4670.926758
	Iteration 7F: 3 clusters Score -1887626 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1888256.875000 Penalty: 4670.926758
	Iteration 8F: 3 clusters Score -1888257 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1888681.125000 Penalty: 4670.926758
	Iteration 9Q: 3 clusters Score -1888681 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1888910.625000 Penalty: 4670.926758
	Iteration 10Q: 3 clusters Score -1888911 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1889009.375000 Penalty: 4670.926758
	Iteration 11Q: 3 clusters Score -1889009 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1889045.625000 Penalty: 4670.926758
	Iteration 12Q: 3 clusters Score -1889046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1889065.625000 Penalty: 4670.926758
	Iteration 13Q: 3 clusters Score -1889066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1889078.500000 Penalty: 4670.926758
	Iteration 14Q: 3 clusters Score -1889078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1889083.250000 Penalty: 4670.926758
	Iteration 15Q: 3 clusters Score -1889083 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1889092.125000 Penalty: 4670.926758
	Iteration 16Q: 3 clusters Score -1889092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1889099.250000 Penalty: 4670.926758
	Iteration 17Q: 3 clusters Score -1889099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1889097.375000 Penalty: 4670.926758
	Iteration 18Q: 3 clusters Score -1889097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1889100.750000 Penalty: 4670.926758
	Iteration 19Q: 3 clusters Score -1889101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1889101.750000 Penalty: 4670.926758
	Iteration 20F: 3 clusters Score -1889102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1889102.500000 Penalty: 4670.926758
	Iteration 21Q: 3 clusters Score -1889102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1889102.625000 Penalty: 4670.926758
	Iteration 22Q: 3 clusters Score -1889103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1889102.875000 Penalty: 4670.926758
	Iteration 23Q: 3 clusters Score -1889103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1889104.000000 Penalty: 4670.926758
	Iteration 24Q: 3 clusters Score -1889104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1889102.625000 Penalty: 4670.926758
	Iteration 25Q: 3 clusters Score -1889103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1889100.250000 Penalty: 4670.926758
	Iteration 26Q: 3 clusters Score -1889100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1889101.375000 Penalty: 4670.926758
	Iteration 27Q: 3 clusters Score -1889101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1889098.875000 Penalty: 4670.926758
	Iteration 28Q: 3 clusters Score -1889099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1889098.875000 Penalty: 4670.926758
	Iteration 29F: 3 clusters Score -1889099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -99139.523438 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -99139.52 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 391 members 
Entering Unmasked Estep 
Score: -97506.398438 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -97506.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -97877.445312 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -97877.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98064.304688 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -98064.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98232.789062 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -98232.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98355.093750 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -98355.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98439.585938 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -98439.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98527.921875 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -98527.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98593.132812 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -98593.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98654.171875 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -98654.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98683.414062 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -98683.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98704.054688 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -98704.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98722.023438 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -98722.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98742.023438 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -98742.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98751.875000 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -98751.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98753.828125 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -98753.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98755.328125 Penalty: 3284.217285
	Iteration 15F: 3 clusters Score -98755.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98763.507812 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -98763.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98770.757812 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -98770.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -98781.343750 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -98781.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -98787.632812 Penalty: 3284.217285
	Iteration 19Q: 3 clusters Score -98787.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98788.757812 Penalty: 3284.217285
	Iteration 20F: 3 clusters Score -98788.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Entering Unmasked Estep 
Score: -5350915.000000 Penalty: 2591.468018
	Iteration 0F: 2 clusters Score -5350915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -5327469.000000 Penalty: 5182.936035
	Iteration 0F: 3 clusters Score -5327469 nChanged 15618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5336016.000000 Penalty: 5182.936035
	Iteration 1F: 3 clusters Score -5336016 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5336547.500000 Penalty: 5182.936035
	Iteration 2Q: 3 clusters Score -5336548 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5337170.500000 Penalty: 5182.936035
	Iteration 3Q: 3 clusters Score -5337170 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -5337929.500000 Penalty: 5182.936035
	Iteration 4Q: 3 clusters Score -5337930 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -5339006.500000 Penalty: 5182.936035
	Iteration 5F: 3 clusters Score -5339006 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -5340518.000000 Penalty: 5182.936035
	Iteration 6F: 3 clusters Score -5340518 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -5342591.500000 Penalty: 5182.936035
	Iteration 7F: 3 clusters Score -5342592 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -5344764.500000 Penalty: 5182.936035
	Iteration 8F: 3 clusters Score -5344764 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5346540.000000 Penalty: 5182.936035
	Iteration 9F: 3 clusters Score -5346540 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5347589.000000 Penalty: 5182.936035
	Iteration 10Q: 3 clusters Score -5347589 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5348131.000000 Penalty: 5182.936035
	Iteration 11Q: 3 clusters Score -5348131 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5348367.500000 Penalty: 5182.936035
	Iteration 12Q: 3 clusters Score -5348368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5348487.500000 Penalty: 5182.936035
	Iteration 13Q: 3 clusters Score -5348488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5348533.500000 Penalty: 5182.936035
	Iteration 14Q: 3 clusters Score -5348534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5348576.500000 Penalty: 5182.936035
	Iteration 15Q: 3 clusters Score -5348576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5348587.500000 Penalty: 5182.936035
	Iteration 16Q: 3 clusters Score -5348588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5348609.500000 Penalty: 5182.936035
	Iteration 17Q: 3 clusters Score -5348610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5348624.500000 Penalty: 5182.936035
	Iteration 18Q: 3 clusters Score -5348624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5348629.000000 Penalty: 5182.936035
	Iteration 19Q: 3 clusters Score -5348629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5348636.000000 Penalty: 5182.936035
	Iteration 20F: 3 clusters Score -5348636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5348646.000000 Penalty: 5182.936035
	Iteration 21Q: 3 clusters Score -5348646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5348651.500000 Penalty: 5182.936035
	Iteration 22Q: 3 clusters Score -5348652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5348653.500000 Penalty: 5182.936035
	Iteration 23Q: 3 clusters Score -5348654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5348651.500000 Penalty: 5182.936035
	Iteration 24Q: 3 clusters Score -5348652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5348649.000000 Penalty: 5182.936035
	Iteration 25Q: 3 clusters Score -5348649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5348659.500000 Penalty: 5182.936035
	Iteration 26Q: 3 clusters Score -5348660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5348659.500000 Penalty: 5182.936035
	Iteration 27F: 3 clusters Score -5348660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -254511.812500 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -254511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -252109.921875 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -252109.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -252542.187500 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -252542.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -252670.046875 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -252670 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -252726.468750 Penalty: 3686.805420
	Iteration 3Q: 3 clusters Score -252726.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -252766.187500 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -252766.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -252798.109375 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -252798.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -252817.437500 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -252817.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -252836.703125 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -252836.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -252852.578125 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -252852.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -252862.734375 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -252862.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -252866.953125 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -252867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -252869.578125 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -252869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -252871.046875 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -252871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -252872.546875 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -252872.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -252874.906250 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -252874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -252879.843750 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -252879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -252883.875000 Penalty: 3686.805420
	Iteration 16Q: 3 clusters Score -252883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -252888.500000 Penalty: 3686.805420
	Iteration 17Q: 3 clusters Score -252888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -252889.437500 Penalty: 3686.805420
	Iteration 18Q: 3 clusters Score -252889.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -252890.812500 Penalty: 3686.805420
	Iteration 19Q: 3 clusters Score -252890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -252894.265625 Penalty: 3686.805420
	Iteration 20F: 3 clusters Score -252894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -252896.203125 Penalty: 3686.805420
	Iteration 21Q: 3 clusters Score -252896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -252898.171875 Penalty: 3686.805420
	Iteration 22Q: 3 clusters Score -252898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252900.250000 Penalty: 3686.805420
	Iteration 23Q: 3 clusters Score -252900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252900.250000 Penalty: 3686.805420
	Iteration 24F: 3 clusters Score -252900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -981240.625000 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -981240.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -975933.625000 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -975933.6 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -977352.375000 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -977352.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -977611.250000 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -977611.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -977738.937500 Penalty: 4332.341797
	Iteration 3Q: 3 clusters Score -977738.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -977832.687500 Penalty: 4332.341797
	Iteration 4Q: 3 clusters Score -977832.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -977911.000000 Penalty: 4332.341797
	Iteration 5Q: 3 clusters Score -977911 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -977995.812500 Penalty: 4332.341797
	Iteration 6Q: 3 clusters Score -977995.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -978076.187500 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -978076.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -978159.500000 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -978159.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -978241.937500 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -978241.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -978330.687500 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -978330.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -978427.375000 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -978427.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -978545.625000 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -978545.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -978686.000000 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -978686 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -978850.437500 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -978850.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -979029.750000 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -979029.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -979189.312500 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -979189.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -979345.500000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -979345.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -979439.250000 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -979439.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -979518.062500 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -979518.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -979566.125000 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -979566.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -979600.937500 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -979600.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -979612.250000 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -979612.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -979626.375000 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -979626.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -979643.875000 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -979643.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -979656.437500 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -979656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -979663.500000 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -979663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -979664.312500 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -979664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -979666.625000 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -979666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -979667.437500 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -979667.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -979667.437500 Penalty: 4332.341797
	Iteration 30F: 3 clusters Score -979667.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1209718.750000 Penalty: 2221.973145
	Iteration 0F: 2 clusters Score -1209719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1203430.000000 Penalty: 4443.946289
	Iteration 0F: 3 clusters Score -1203430 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1205130.000000 Penalty: 4443.946289
	Iteration 1F: 3 clusters Score -1205130 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1205496.000000 Penalty: 4443.946289
	Iteration 2F: 3 clusters Score -1205496 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1205847.500000 Penalty: 4443.946289
	Iteration 3F: 3 clusters Score -1205848 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1206158.375000 Penalty: 4443.946289
	Iteration 4F: 3 clusters Score -1206158 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1206396.250000 Penalty: 4443.946289
	Iteration 5Q: 3 clusters Score -1206396 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1206573.250000 Penalty: 4443.946289
	Iteration 6Q: 3 clusters Score -1206573 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1206742.375000 Penalty: 4443.946289
	Iteration 7Q: 3 clusters Score -1206742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1206906.500000 Penalty: 4443.946289
	Iteration 8Q: 3 clusters Score -1206906 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1207086.375000 Penalty: 4443.946289
	Iteration 9Q: 3 clusters Score -1207086 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1207234.125000 Penalty: 4443.946289
	Iteration 10Q: 3 clusters Score -1207234 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1207383.125000 Penalty: 4443.946289
	Iteration 11Q: 3 clusters Score -1207383 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1207532.250000 Penalty: 4443.946289
	Iteration 12Q: 3 clusters Score -1207532 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1207647.500000 Penalty: 4443.946289
	Iteration 13Q: 3 clusters Score -1207648 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1207746.375000 Penalty: 4443.946289
	Iteration 14Q: 3 clusters Score -1207746 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1207822.500000 Penalty: 4443.946289
	Iteration 15Q: 3 clusters Score -1207822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1207890.750000 Penalty: 4443.946289
	Iteration 16Q: 3 clusters Score -1207891 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1207935.875000 Penalty: 4443.946289
	Iteration 17Q: 3 clusters Score -1207936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1207988.250000 Penalty: 4443.946289
	Iteration 18Q: 3 clusters Score -1207988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1208025.500000 Penalty: 4443.946289
	Iteration 19Q: 3 clusters Score -1208026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1208061.750000 Penalty: 4443.946289
	Iteration 20F: 3 clusters Score -1208062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1208087.375000 Penalty: 4443.946289
	Iteration 21Q: 3 clusters Score -1208087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1208105.750000 Penalty: 4443.946289
	Iteration 22Q: 3 clusters Score -1208106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1208124.000000 Penalty: 4443.946289
	Iteration 23Q: 3 clusters Score -1208124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1208140.625000 Penalty: 4443.946289
	Iteration 24Q: 3 clusters Score -1208141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1208159.125000 Penalty: 4443.946289
	Iteration 25Q: 3 clusters Score -1208159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1208175.125000 Penalty: 4443.946289
	Iteration 26Q: 3 clusters Score -1208175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1208187.875000 Penalty: 4443.946289
	Iteration 27Q: 3 clusters Score -1208188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1208202.500000 Penalty: 4443.946289
	Iteration 28Q: 3 clusters Score -1208202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1208214.125000 Penalty: 4443.946289
	Iteration 29Q: 3 clusters Score -1208214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1208232.125000 Penalty: 4443.946289
	Iteration 30Q: 3 clusters Score -1208232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1208242.625000 Penalty: 4443.946289
	Iteration 31Q: 3 clusters Score -1208243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1208244.875000 Penalty: 4443.946289
	Iteration 32Q: 3 clusters Score -1208245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1208246.000000 Penalty: 4443.946289
	Iteration 33Q: 3 clusters Score -1208246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1208246.500000 Penalty: 4443.946289
	Iteration 34Q: 3 clusters Score -1208246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1208248.750000 Penalty: 4443.946289
	Iteration 35Q: 3 clusters Score -1208249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1208249.000000 Penalty: 4443.946289
	Iteration 36Q: 3 clusters Score -1208249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1208250.250000 Penalty: 4443.946289
	Iteration 37Q: 3 clusters Score -1208250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1208250.250000 Penalty: 4443.946289
	Iteration 38F: 3 clusters Score -1208250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -69753.609375 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -69753.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68204.296875 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -68204.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68529.390625 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -68529.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68650.914062 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -68650.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68720.953125 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -68720.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68778.539062 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -68778.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68819.250000 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -68819.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68839.968750 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -68839.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68848.187500 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -68848.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68859.562500 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -68859.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68876.343750 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -68876.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68905.273438 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -68905.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68924.101562 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -68924.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68954.921875 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -68954.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68979.851562 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -68979.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68998.273438 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -68998.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69019.765625 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -69019.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69039.023438 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -69039.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69055.351562 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -69055.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -69064.578125 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -69064.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69073.445312 Penalty: 3189.140869
	Iteration 19Q: 3 clusters Score -69073.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69075.343750 Penalty: 3189.140869
	Iteration 20F: 3 clusters Score -69075.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69082.773438 Penalty: 3189.140869
	Iteration 21Q: 3 clusters Score -69082.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69087.898438 Penalty: 3189.140869
	Iteration 22Q: 3 clusters Score -69087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69090.570312 Penalty: 3189.140869
	Iteration 23Q: 3 clusters Score -69090.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69090.570312 Penalty: 3189.140869
	Iteration 24F: 3 clusters Score -69090.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -379246.906250 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -379246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -376395.968750 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -376396 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -376927.625000 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -376927.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -377076.031250 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -377076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377147.125000 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -377147.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -377183.375000 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -377183.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377212.093750 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -377212.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -377234.750000 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -377234.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -377248.687500 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -377248.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377258.750000 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -377258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -377266.187500 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -377266.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -377273.906250 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -377273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -377277.687500 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -377277.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -377280.093750 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -377280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -377282.343750 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -377282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -377284.250000 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -377284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -377286.906250 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -377286.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -377288.093750 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -377288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -377290.531250 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -377290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -377292.031250 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -377292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -377293.468750 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -377293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -377293.812500 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -377293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -121825.007812 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -121825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119999.976562 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -120000 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120378.445312 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -120378.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120532.976562 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -120533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120657.648438 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -120657.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -120736.562500 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -120736.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120779.078125 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -120779.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -120812.195312 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -120812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -120832.460938 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -120832.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120837.906250 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -120837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -120842.500000 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -120842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120845.421875 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -120845.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -120845.421875 Penalty: 3365.651611
	Iteration 11F: 3 clusters Score -120845.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -230898.343750 Penalty: 1829.218750
	Iteration 0F: 2 clusters Score -230898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -228539.687500 Penalty: 3658.437500
	Iteration 0F: 3 clusters Score -228539.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -228930.421875 Penalty: 3658.437500
	Iteration 1F: 3 clusters Score -228930.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -229015.703125 Penalty: 3658.437500
	Iteration 2F: 3 clusters Score -229015.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -229064.343750 Penalty: 3658.437500
	Iteration 3Q: 3 clusters Score -229064.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -229095.296875 Penalty: 3658.437500
	Iteration 4Q: 3 clusters Score -229095.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229106.640625 Penalty: 3658.437500
	Iteration 5Q: 3 clusters Score -229106.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -229113.796875 Penalty: 3658.437500
	Iteration 6Q: 3 clusters Score -229113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229119.281250 Penalty: 3658.437500
	Iteration 7Q: 3 clusters Score -229119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -229123.906250 Penalty: 3658.437500
	Iteration 8Q: 3 clusters Score -229123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -229126.671875 Penalty: 3658.437500
	Iteration 9Q: 3 clusters Score -229126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -229130.859375 Penalty: 3658.437500
	Iteration 10Q: 3 clusters Score -229130.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229135.453125 Penalty: 3658.437500
	Iteration 11Q: 3 clusters Score -229135.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229140.875000 Penalty: 3658.437500
	Iteration 12Q: 3 clusters Score -229140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229146.437500 Penalty: 3658.437500
	Iteration 13Q: 3 clusters Score -229146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -229148.656250 Penalty: 3658.437500
	Iteration 14Q: 3 clusters Score -229148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229151.890625 Penalty: 3658.437500
	Iteration 15Q: 3 clusters Score -229151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -229151.890625 Penalty: 3658.437500
	Iteration 16F: 3 clusters Score -229151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Entering Unmasked Estep 
Score: -17282890.000000 Penalty: 2878.101807
	Iteration 0F: 2 clusters Score -1.728289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -17211698.000000 Penalty: 5756.203613
	Iteration 0F: 3 clusters Score -1.72117e+07 nChanged 52100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -17241654.000000 Penalty: 5756.203613
	Iteration 1F: 3 clusters Score -1.724165e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -17242498.000000 Penalty: 5756.203613
	Iteration 2Q: 3 clusters Score -1.72425e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -17243660.000000 Penalty: 5756.203613
	Iteration 3Q: 3 clusters Score -1.724366e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -17244896.000000 Penalty: 5756.203613
	Iteration 4Q: 3 clusters Score -1.72449e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -17246452.000000 Penalty: 5756.203613
	Iteration 5Q: 3 clusters Score -1.724645e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -17248406.000000 Penalty: 5756.203613
	Iteration 6Q: 3 clusters Score -1.724841e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -17250832.000000 Penalty: 5756.203613
	Iteration 7Q: 3 clusters Score -1.725083e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -17254062.000000 Penalty: 5756.203613
	Iteration 8F: 3 clusters Score -1.725406e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -17257838.000000 Penalty: 5756.203613
	Iteration 9F: 3 clusters Score -1.725784e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -17261890.000000 Penalty: 5756.203613
	Iteration 10F: 3 clusters Score -1.726189e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -17265548.000000 Penalty: 5756.203613
	Iteration 11Q: 3 clusters Score -1.726555e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -17268004.000000 Penalty: 5756.203613
	Iteration 12Q: 3 clusters Score -1.7268e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -17269296.000000 Penalty: 5756.203613
	Iteration 13Q: 3 clusters Score -1.72693e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -17270138.000000 Penalty: 5756.203613
	Iteration 14Q: 3 clusters Score -1.727014e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -17270990.000000 Penalty: 5756.203613
	Iteration 15Q: 3 clusters Score -1.727099e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -17271864.000000 Penalty: 5756.203613
	Iteration 16Q: 3 clusters Score -1.727186e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -17272654.000000 Penalty: 5756.203613
	Iteration 17Q: 3 clusters Score -1.727265e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -17273498.000000 Penalty: 5756.203613
	Iteration 18Q: 3 clusters Score -1.72735e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -17274304.000000 Penalty: 5756.203613
	Iteration 19Q: 3 clusters Score -1.72743e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89683 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -17275080.000000 Penalty: 5756.203613
	Iteration 20F: 3 clusters Score -1.727508e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91283 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -17275862.000000 Penalty: 5756.203613
	Iteration 21Q: 3 clusters Score -1.727586e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -17276626.000000 Penalty: 5756.203613
	Iteration 22Q: 3 clusters Score -1.727663e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -17277328.000000 Penalty: 5756.203613
	Iteration 23Q: 3 clusters Score -1.727733e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -17277920.000000 Penalty: 5756.203613
	Iteration 24Q: 3 clusters Score -1.727792e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96911 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -17278376.000000 Penalty: 5756.203613
	Iteration 25Q: 3 clusters Score -1.727838e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -17278800.000000 Penalty: 5756.203613
	Iteration 26Q: 3 clusters Score -1.72788e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99137 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -17279080.000000 Penalty: 5756.203613
	Iteration 27Q: 3 clusters Score -1.727908e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100060 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -17279356.000000 Penalty: 5756.203613
	Iteration 28Q: 3 clusters Score -1.727936e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -17279532.000000 Penalty: 5756.203613
	Iteration 29Q: 3 clusters Score -1.727953e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -17279808.000000 Penalty: 5756.203613
	Iteration 30Q: 3 clusters Score -1.727981e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -17279974.000000 Penalty: 5756.203613
	Iteration 31Q: 3 clusters Score -1.727997e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -17280060.000000 Penalty: 5756.203613
	Iteration 32Q: 3 clusters Score -1.728006e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -17280116.000000 Penalty: 5756.203613
	Iteration 33Q: 3 clusters Score -1.728012e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104005 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -17280122.000000 Penalty: 5756.203613
	Iteration 34Q: 3 clusters Score -1.728012e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104415 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -17280166.000000 Penalty: 5756.203613
	Iteration 35Q: 3 clusters Score -1.728017e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104778 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -17280180.000000 Penalty: 5756.203613
	Iteration 36Q: 3 clusters Score -1.728018e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105132 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -17280216.000000 Penalty: 5756.203613
	Iteration 37Q: 3 clusters Score -1.728022e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -17280254.000000 Penalty: 5756.203613
	Iteration 38Q: 3 clusters Score -1.728025e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -17280282.000000 Penalty: 5756.203613
	Iteration 39Q: 3 clusters Score -1.728028e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -17280302.000000 Penalty: 5756.203613
	Iteration 40F: 3 clusters Score -1.72803e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -17280306.000000 Penalty: 5756.203613
	Iteration 41Q: 3 clusters Score -1.728031e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106385 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -17280314.000000 Penalty: 5756.203613
	Iteration 42Q: 3 clusters Score -1.728031e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106554 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -17280382.000000 Penalty: 5756.203613
	Iteration 43Q: 3 clusters Score -1.728038e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106698 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -17280394.000000 Penalty: 5756.203613
	Iteration 44Q: 3 clusters Score -1.728039e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -17280398.000000 Penalty: 5756.203613
	Iteration 45Q: 3 clusters Score -1.72804e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106966 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -17280454.000000 Penalty: 5756.203613
	Iteration 46Q: 3 clusters Score -1.728045e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -17280508.000000 Penalty: 5756.203613
	Iteration 47Q: 3 clusters Score -1.728051e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107182 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -17280538.000000 Penalty: 5756.203613
	Iteration 48Q: 3 clusters Score -1.728054e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107275 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -17280552.000000 Penalty: 5756.203613
	Iteration 49Q: 3 clusters Score -1.728055e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -17280584.000000 Penalty: 5756.203613
	Iteration 50Q: 3 clusters Score -1.728058e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -17280632.000000 Penalty: 5756.203613
	Iteration 51Q: 3 clusters Score -1.728063e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -17280638.000000 Penalty: 5756.203613
	Iteration 52Q: 3 clusters Score -1.728064e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107632 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -17280670.000000 Penalty: 5756.203613
	Iteration 53Q: 3 clusters Score -1.728067e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107702 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -17280714.000000 Penalty: 5756.203613
	Iteration 54Q: 3 clusters Score -1.728071e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -17280722.000000 Penalty: 5756.203613
	Iteration 55Q: 3 clusters Score -1.728072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107806 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -17280722.000000 Penalty: 5756.203613
	Iteration 56Q: 3 clusters Score -1.728072e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -17280714.000000 Penalty: 5756.203613
	Iteration 57Q: 3 clusters Score -1.728071e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -17280722.000000 Penalty: 5756.203613
	Iteration 58Q: 3 clusters Score -1.728072e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107955 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -17280734.000000 Penalty: 5756.203613
	Iteration 59Q: 3 clusters Score -1.728073e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108009 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -17280750.000000 Penalty: 5756.203613
	Iteration 60F: 3 clusters Score -1.728075e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -17280774.000000 Penalty: 5756.203613
	Iteration 61Q: 3 clusters Score -1.728077e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -17280756.000000 Penalty: 5756.203613
	Iteration 62Q: 3 clusters Score -1.728076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -17280762.000000 Penalty: 5756.203613
	Iteration 63Q: 3 clusters Score -1.728076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -17280760.000000 Penalty: 5756.203613
	Iteration 64Q: 3 clusters Score -1.728076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108170 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -17280758.000000 Penalty: 5756.203613
	Iteration 65Q: 3 clusters Score -1.728076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -17280768.000000 Penalty: 5756.203613
	Iteration 66Q: 3 clusters Score -1.728077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108197 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -17280780.000000 Penalty: 5756.203613
	Iteration 67Q: 3 clusters Score -1.728078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -17280774.000000 Penalty: 5756.203613
	Iteration 68Q: 3 clusters Score -1.728077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -17280764.000000 Penalty: 5756.203613
	Iteration 69Q: 3 clusters Score -1.728076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108220 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -17280776.000000 Penalty: 5756.203613
	Iteration 70Q: 3 clusters Score -1.728078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17280776.000000 Penalty: 5756.203613
	Iteration 71Q: 3 clusters Score -1.728078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108225 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -17280768.000000 Penalty: 5756.203613
	Iteration 72Q: 3 clusters Score -1.728077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108226 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -17280766.000000 Penalty: 5756.203613
	Iteration 73Q: 3 clusters Score -1.728077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108227 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -17280766.000000 Penalty: 5756.203613
	Iteration 74Q: 3 clusters Score -1.728077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -17280774.000000 Penalty: 5756.203613
	Iteration 75Q: 3 clusters Score -1.728077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -17280776.000000 Penalty: 5756.203613
	Iteration 76Q: 3 clusters Score -1.728078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -17280776.000000 Penalty: 5756.203613
	Iteration 77F: 3 clusters Score -1.728078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -436577.750000 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -436577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -433333.375000 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -433333.4 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -434013.468750 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -434013.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -434189.937500 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -434189.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -434311.468750 Penalty: 3960.293457
	Iteration 3F: 3 clusters Score -434311.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -434435.968750 Penalty: 3960.293457
	Iteration 4Q: 3 clusters Score -434436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -434569.906250 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -434569.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -434689.625000 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -434689.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -434778.718750 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -434778.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -434866.375000 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -434866.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -434946.906250 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -434946.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -435017.937500 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -435017.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -435075.812500 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -435075.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -435115.281250 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -435115.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -435151.312500 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -435151.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -435195.000000 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -435195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -435229.250000 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -435229.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -435257.656250 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -435257.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -435278.000000 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -435278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -435295.843750 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -435295.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -435309.562500 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -435309.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -435318.125000 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -435318.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -435330.437500 Penalty: 3960.293457
	Iteration 21Q: 3 clusters Score -435330.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -435334.656250 Penalty: 3960.293457
	Iteration 22Q: 3 clusters Score -435334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -435336.812500 Penalty: 3960.293457
	Iteration 23Q: 3 clusters Score -435336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -435338.437500 Penalty: 3960.293457
	Iteration 24Q: 3 clusters Score -435338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -435340.375000 Penalty: 3960.293457
	Iteration 25Q: 3 clusters Score -435340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -435340.375000 Penalty: 3960.293457
	Iteration 26F: 3 clusters Score -435340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (99445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Entering Unmasked Estep 
Score: -15700831.000000 Penalty: 2853.825439
	Iteration 0F: 2 clusters Score -1.570083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -15635206.000000 Penalty: 5707.650879
	Iteration 0F: 3 clusters Score -1.563521e+07 nChanged 47077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -15662470.000000 Penalty: 5707.650879
	Iteration 1F: 3 clusters Score -1.566247e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -15663500.000000 Penalty: 5707.650879
	Iteration 2Q: 3 clusters Score -1.56635e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -15664910.000000 Penalty: 5707.650879
	Iteration 3Q: 3 clusters Score -1.566491e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -15667387.000000 Penalty: 5707.650879
	Iteration 4Q: 3 clusters Score -1.566739e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -15671137.000000 Penalty: 5707.650879
	Iteration 5F: 3 clusters Score -1.567114e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -15677075.000000 Penalty: 5707.650879
	Iteration 6F: 3 clusters Score -1.567708e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -15684143.000000 Penalty: 5707.650879
	Iteration 7F: 3 clusters Score -1.568414e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90174 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -15690764.000000 Penalty: 5707.650879
	Iteration 8F: 3 clusters Score -1.569076e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -15694899.000000 Penalty: 5707.650879
	Iteration 9Q: 3 clusters Score -1.56949e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97053 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -15696804.000000 Penalty: 5707.650879
	Iteration 10Q: 3 clusters Score -1.56968e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98039 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -15697497.000000 Penalty: 5707.650879
	Iteration 11Q: 3 clusters Score -1.56975e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15697853.000000 Penalty: 5707.650879
	Iteration 12Q: 3 clusters Score -1.569785e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -15698007.000000 Penalty: 5707.650879
	Iteration 13Q: 3 clusters Score -1.569801e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -15698105.000000 Penalty: 5707.650879
	Iteration 14Q: 3 clusters Score -1.56981e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -15698159.000000 Penalty: 5707.650879
	Iteration 15Q: 3 clusters Score -1.569816e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15698214.000000 Penalty: 5707.650879
	Iteration 16Q: 3 clusters Score -1.569821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98892 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15698217.000000 Penalty: 5707.650879
	Iteration 17Q: 3 clusters Score -1.569822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15698225.000000 Penalty: 5707.650879
	Iteration 18Q: 3 clusters Score -1.569822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15698239.000000 Penalty: 5707.650879
	Iteration 19Q: 3 clusters Score -1.569824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98917 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -15698240.000000 Penalty: 5707.650879
	Iteration 20F: 3 clusters Score -1.569824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -15698240.000000 Penalty: 5707.650879
	Iteration 21Q: 3 clusters Score -1.569824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98930 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15698239.000000 Penalty: 5707.650879
	Iteration 22Q: 3 clusters Score -1.569824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -15698247.000000 Penalty: 5707.650879
	Iteration 23Q: 3 clusters Score -1.569825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15698249.000000 Penalty: 5707.650879
	Iteration 24Q: 3 clusters Score -1.569825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15698248.000000 Penalty: 5707.650879
	Iteration 25Q: 3 clusters Score -1.569825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -15698248.000000 Penalty: 5707.650879
	Iteration 26F: 3 clusters Score -1.569825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -75232.273438 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -75232.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73651.531250 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -73651.53 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73911.851562 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -73911.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -74006.585938 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -74006.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -74059.023438 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -74059.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74097.296875 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -74097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -74111.320312 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -74111.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74114.937500 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -74114.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74123.531250 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -74123.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74126.132812 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -74126.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74126.132812 Penalty: 3144.818115
	Iteration 9F: 3 clusters Score -74126.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (15386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Entering Unmasked Estep 
Score: -2416635.750000 Penalty: 2391.020996
	Iteration 0F: 2 clusters Score -2416636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2405503.750000 Penalty: 4782.041992
	Iteration 0F: 3 clusters Score -2405504 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2409170.250000 Penalty: 4782.041992
	Iteration 1F: 3 clusters Score -2409170 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2409521.500000 Penalty: 4782.041992
	Iteration 2F: 3 clusters Score -2409522 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2409757.250000 Penalty: 4782.041992
	Iteration 3Q: 3 clusters Score -2409757 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2409955.500000 Penalty: 4782.041992
	Iteration 4Q: 3 clusters Score -2409956 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2410140.000000 Penalty: 4782.041992
	Iteration 5Q: 3 clusters Score -2410140 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2410282.000000 Penalty: 4782.041992
	Iteration 6Q: 3 clusters Score -2410282 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2410436.500000 Penalty: 4782.041992
	Iteration 7Q: 3 clusters Score -2410436 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2410602.750000 Penalty: 4782.041992
	Iteration 8Q: 3 clusters Score -2410603 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2410779.750000 Penalty: 4782.041992
	Iteration 9Q: 3 clusters Score -2410780 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2410969.250000 Penalty: 4782.041992
	Iteration 10Q: 3 clusters Score -2410969 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2411187.250000 Penalty: 4782.041992
	Iteration 11Q: 3 clusters Score -2411187 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2411434.750000 Penalty: 4782.041992
	Iteration 12Q: 3 clusters Score -2411435 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2411751.500000 Penalty: 4782.041992
	Iteration 13Q: 3 clusters Score -2411752 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2412143.250000 Penalty: 4782.041992
	Iteration 14Q: 3 clusters Score -2412143 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2412481.250000 Penalty: 4782.041992
	Iteration 15Q: 3 clusters Score -2412481 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2412749.750000 Penalty: 4782.041992
	Iteration 16Q: 3 clusters Score -2412750 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2412926.500000 Penalty: 4782.041992
	Iteration 17Q: 3 clusters Score -2412926 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2413042.750000 Penalty: 4782.041992
	Iteration 18Q: 3 clusters Score -2413043 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2413127.000000 Penalty: 4782.041992
	Iteration 19Q: 3 clusters Score -2413127 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2413196.250000 Penalty: 4782.041992
	Iteration 20F: 3 clusters Score -2413196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2413274.750000 Penalty: 4782.041992
	Iteration 21Q: 3 clusters Score -2413275 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2413343.000000 Penalty: 4782.041992
	Iteration 22Q: 3 clusters Score -2413343 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2413404.250000 Penalty: 4782.041992
	Iteration 23Q: 3 clusters Score -2413404 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2413441.500000 Penalty: 4782.041992
	Iteration 24Q: 3 clusters Score -2413442 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2413492.000000 Penalty: 4782.041992
	Iteration 25Q: 3 clusters Score -2413492 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2413539.000000 Penalty: 4782.041992
	Iteration 26Q: 3 clusters Score -2413539 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2413580.000000 Penalty: 4782.041992
	Iteration 27Q: 3 clusters Score -2413580 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2413615.000000 Penalty: 4782.041992
	Iteration 28Q: 3 clusters Score -2413615 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2413660.000000 Penalty: 4782.041992
	Iteration 29Q: 3 clusters Score -2413660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2413684.000000 Penalty: 4782.041992
	Iteration 30Q: 3 clusters Score -2413684 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2413717.750000 Penalty: 4782.041992
	Iteration 31Q: 3 clusters Score -2413718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2413738.000000 Penalty: 4782.041992
	Iteration 32Q: 3 clusters Score -2413738 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2413767.750000 Penalty: 4782.041992
	Iteration 33Q: 3 clusters Score -2413768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2413794.250000 Penalty: 4782.041992
	Iteration 34Q: 3 clusters Score -2413794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2413807.750000 Penalty: 4782.041992
	Iteration 35Q: 3 clusters Score -2413808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2413829.750000 Penalty: 4782.041992
	Iteration 36Q: 3 clusters Score -2413830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2413850.750000 Penalty: 4782.041992
	Iteration 37Q: 3 clusters Score -2413851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2413869.500000 Penalty: 4782.041992
	Iteration 38Q: 3 clusters Score -2413870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2413879.250000 Penalty: 4782.041992
	Iteration 39Q: 3 clusters Score -2413879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2413892.000000 Penalty: 4782.041992
	Iteration 40F: 3 clusters Score -2413892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2413910.750000 Penalty: 4782.041992
	Iteration 41Q: 3 clusters Score -2413911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2413928.000000 Penalty: 4782.041992
	Iteration 42Q: 3 clusters Score -2413928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2413946.500000 Penalty: 4782.041992
	Iteration 43Q: 3 clusters Score -2413946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2413954.000000 Penalty: 4782.041992
	Iteration 44Q: 3 clusters Score -2413954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2413970.500000 Penalty: 4782.041992
	Iteration 45Q: 3 clusters Score -2413970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2413982.250000 Penalty: 4782.041992
	Iteration 46Q: 3 clusters Score -2413982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2413985.250000 Penalty: 4782.041992
	Iteration 47Q: 3 clusters Score -2413985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2414004.500000 Penalty: 4782.041992
	Iteration 48Q: 3 clusters Score -2414004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2414020.000000 Penalty: 4782.041992
	Iteration 49Q: 3 clusters Score -2414020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2414028.500000 Penalty: 4782.041992
	Iteration 50Q: 3 clusters Score -2414028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2414036.000000 Penalty: 4782.041992
	Iteration 51Q: 3 clusters Score -2414036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2414059.250000 Penalty: 4782.041992
	Iteration 52Q: 3 clusters Score -2414059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2414073.500000 Penalty: 4782.041992
	Iteration 53Q: 3 clusters Score -2414074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2414086.250000 Penalty: 4782.041992
	Iteration 54Q: 3 clusters Score -2414086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2414105.000000 Penalty: 4782.041992
	Iteration 55Q: 3 clusters Score -2414105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2414121.750000 Penalty: 4782.041992
	Iteration 56Q: 3 clusters Score -2414122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2414136.750000 Penalty: 4782.041992
	Iteration 57Q: 3 clusters Score -2414137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2414156.750000 Penalty: 4782.041992
	Iteration 58Q: 3 clusters Score -2414157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2414175.250000 Penalty: 4782.041992
	Iteration 59Q: 3 clusters Score -2414175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2414193.000000 Penalty: 4782.041992
	Iteration 60F: 3 clusters Score -2414193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2414213.000000 Penalty: 4782.041992
	Iteration 61Q: 3 clusters Score -2414213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2414232.250000 Penalty: 4782.041992
	Iteration 62Q: 3 clusters Score -2414232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2414246.750000 Penalty: 4782.041992
	Iteration 63Q: 3 clusters Score -2414247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2414266.000000 Penalty: 4782.041992
	Iteration 64Q: 3 clusters Score -2414266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2414283.000000 Penalty: 4782.041992
	Iteration 65Q: 3 clusters Score -2414283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2414290.250000 Penalty: 4782.041992
	Iteration 66Q: 3 clusters Score -2414290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2414300.000000 Penalty: 4782.041992
	Iteration 67Q: 3 clusters Score -2414300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2414308.000000 Penalty: 4782.041992
	Iteration 68Q: 3 clusters Score -2414308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2414308.250000 Penalty: 4782.041992
	Iteration 69Q: 3 clusters Score -2414308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2414318.000000 Penalty: 4782.041992
	Iteration 70Q: 3 clusters Score -2414318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2414319.750000 Penalty: 4782.041992
	Iteration 71Q: 3 clusters Score -2414320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2414320.500000 Penalty: 4782.041992
	Iteration 72Q: 3 clusters Score -2414320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2414319.000000 Penalty: 4782.041992
	Iteration 73Q: 3 clusters Score -2414319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2414324.750000 Penalty: 4782.041992
	Iteration 74Q: 3 clusters Score -2414325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2414326.250000 Penalty: 4782.041992
	Iteration 75Q: 3 clusters Score -2414326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2414325.250000 Penalty: 4782.041992
	Iteration 76Q: 3 clusters Score -2414325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2414321.500000 Penalty: 4782.041992
	Iteration 77Q: 3 clusters Score -2414322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2414331.500000 Penalty: 4782.041992
	Iteration 78Q: 3 clusters Score -2414332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2414333.500000 Penalty: 4782.041992
	Iteration 79Q: 3 clusters Score -2414334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2414335.000000 Penalty: 4782.041992
	Iteration 80F: 3 clusters Score -2414335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2414334.750000 Penalty: 4782.041992
	Iteration 81Q: 3 clusters Score -2414335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2414337.750000 Penalty: 4782.041992
	Iteration 82Q: 3 clusters Score -2414338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2414335.500000 Penalty: 4782.041992
	Iteration 83Q: 3 clusters Score -2414336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2414335.750000 Penalty: 4782.041992
	Iteration 84Q: 3 clusters Score -2414336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2414336.500000 Penalty: 4782.041992
	Iteration 85Q: 3 clusters Score -2414336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2414335.750000 Penalty: 4782.041992
	Iteration 86Q: 3 clusters Score -2414336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2414339.250000 Penalty: 4782.041992
	Iteration 87Q: 3 clusters Score -2414339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2414339.000000 Penalty: 4782.041992
	Iteration 88Q: 3 clusters Score -2414339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2414340.750000 Penalty: 4782.041992
	Iteration 89Q: 3 clusters Score -2414341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2414340.750000 Penalty: 4782.041992
	Iteration 90F: 3 clusters Score -2414341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Entering Unmasked Estep 
Score: -429107.687500 Penalty: 1976.314941
	Iteration 0F: 2 clusters Score -429107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -425945.375000 Penalty: 3952.629883
	Iteration 0F: 3 clusters Score -425945.4 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -426652.218750 Penalty: 3952.629883
	Iteration 1F: 3 clusters Score -426652.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -426921.687500 Penalty: 3952.629883
	Iteration 2F: 3 clusters Score -426921.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -427149.312500 Penalty: 3952.629883
	Iteration 3F: 3 clusters Score -427149.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -427383.562500 Penalty: 3952.629883
	Iteration 4F: 3 clusters Score -427383.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -427582.656250 Penalty: 3952.629883
	Iteration 5F: 3 clusters Score -427582.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -427795.843750 Penalty: 3952.629883
	Iteration 6F: 3 clusters Score -427795.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -428004.968750 Penalty: 3952.629883
	Iteration 7Q: 3 clusters Score -428005 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -428172.000000 Penalty: 3952.629883
	Iteration 8Q: 3 clusters Score -428172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -428267.687500 Penalty: 3952.629883
	Iteration 9Q: 3 clusters Score -428267.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -428335.500000 Penalty: 3952.629883
	Iteration 10Q: 3 clusters Score -428335.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -428390.875000 Penalty: 3952.629883
	Iteration 11Q: 3 clusters Score -428390.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -428425.562500 Penalty: 3952.629883
	Iteration 12Q: 3 clusters Score -428425.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -428440.937500 Penalty: 3952.629883
	Iteration 13Q: 3 clusters Score -428440.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -428452.187500 Penalty: 3952.629883
	Iteration 14Q: 3 clusters Score -428452.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -428461.625000 Penalty: 3952.629883
	Iteration 15Q: 3 clusters Score -428461.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -428468.031250 Penalty: 3952.629883
	Iteration 16Q: 3 clusters Score -428468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -428472.562500 Penalty: 3952.629883
	Iteration 17Q: 3 clusters Score -428472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -428477.718750 Penalty: 3952.629883
	Iteration 18Q: 3 clusters Score -428477.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -428482.531250 Penalty: 3952.629883
	Iteration 19Q: 3 clusters Score -428482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -428485.843750 Penalty: 3952.629883
	Iteration 20F: 3 clusters Score -428485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -428491.000000 Penalty: 3952.629883
	Iteration 21Q: 3 clusters Score -428491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -428495.562500 Penalty: 3952.629883
	Iteration 22Q: 3 clusters Score -428495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -428498.406250 Penalty: 3952.629883
	Iteration 23Q: 3 clusters Score -428498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -428501.000000 Penalty: 3952.629883
	Iteration 24Q: 3 clusters Score -428501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -428500.562500 Penalty: 3952.629883
	Iteration 25Q: 3 clusters Score -428500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -428501.687500 Penalty: 3952.629883
	Iteration 26Q: 3 clusters Score -428501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -428505.218750 Penalty: 3952.629883
	Iteration 27Q: 3 clusters Score -428505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -428505.656250 Penalty: 3952.629883
	Iteration 28Q: 3 clusters Score -428505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -428506.531250 Penalty: 3952.629883
	Iteration 29Q: 3 clusters Score -428506.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -428507.093750 Penalty: 3952.629883
	Iteration 30Q: 3 clusters Score -428507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -428507.093750 Penalty: 3952.629883
	Iteration 31F: 3 clusters Score -428507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Entering Unmasked Estep 
Score: -4358208.500000 Penalty: 2541.521240
	Iteration 0F: 2 clusters Score -4358208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -4338849.000000 Penalty: 5083.042480
	Iteration 0F: 3 clusters Score -4338849 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -4345672.000000 Penalty: 5083.042480
	Iteration 1F: 3 clusters Score -4345672 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -4346049.500000 Penalty: 5083.042480
	Iteration 2Q: 3 clusters Score -4346050 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4346371.500000 Penalty: 5083.042480
	Iteration 3Q: 3 clusters Score -4346372 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4346690.500000 Penalty: 5083.042480
	Iteration 4Q: 3 clusters Score -4346690 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4346983.500000 Penalty: 5083.042480
	Iteration 5Q: 3 clusters Score -4346984 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -4347318.500000 Penalty: 5083.042480
	Iteration 6Q: 3 clusters Score -4347318 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4347730.000000 Penalty: 5083.042480
	Iteration 7Q: 3 clusters Score -4347730 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4348187.500000 Penalty: 5083.042480
	Iteration 8Q: 3 clusters Score -4348188 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -4348815.000000 Penalty: 5083.042480
	Iteration 9Q: 3 clusters Score -4348815 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4349520.000000 Penalty: 5083.042480
	Iteration 10Q: 3 clusters Score -4349520 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4350433.500000 Penalty: 5083.042480
	Iteration 11Q: 3 clusters Score -4350434 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4351354.000000 Penalty: 5083.042480
	Iteration 12Q: 3 clusters Score -4351354 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4352152.500000 Penalty: 5083.042480
	Iteration 13Q: 3 clusters Score -4352152 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4352809.000000 Penalty: 5083.042480
	Iteration 14Q: 3 clusters Score -4352809 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4353320.500000 Penalty: 5083.042480
	Iteration 15Q: 3 clusters Score -4353320 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4353716.500000 Penalty: 5083.042480
	Iteration 16Q: 3 clusters Score -4353716 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4354040.500000 Penalty: 5083.042480
	Iteration 17Q: 3 clusters Score -4354040 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4354340.500000 Penalty: 5083.042480
	Iteration 18Q: 3 clusters Score -4354340 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4354604.500000 Penalty: 5083.042480
	Iteration 19Q: 3 clusters Score -4354604 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4354837.000000 Penalty: 5083.042480
	Iteration 20F: 3 clusters Score -4354837 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4355028.500000 Penalty: 5083.042480
	Iteration 21Q: 3 clusters Score -4355028 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4355216.500000 Penalty: 5083.042480
	Iteration 22Q: 3 clusters Score -4355216 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4355401.500000 Penalty: 5083.042480
	Iteration 23Q: 3 clusters Score -4355402 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4355545.500000 Penalty: 5083.042480
	Iteration 24Q: 3 clusters Score -4355546 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4355653.000000 Penalty: 5083.042480
	Iteration 25Q: 3 clusters Score -4355653 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4355730.000000 Penalty: 5083.042480
	Iteration 26Q: 3 clusters Score -4355730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4355793.500000 Penalty: 5083.042480
	Iteration 27Q: 3 clusters Score -4355794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4355839.500000 Penalty: 5083.042480
	Iteration 28Q: 3 clusters Score -4355840 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4355864.500000 Penalty: 5083.042480
	Iteration 29Q: 3 clusters Score -4355864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4355899.500000 Penalty: 5083.042480
	Iteration 30Q: 3 clusters Score -4355900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4355919.500000 Penalty: 5083.042480
	Iteration 31Q: 3 clusters Score -4355920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4355940.500000 Penalty: 5083.042480
	Iteration 32Q: 3 clusters Score -4355940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4355964.000000 Penalty: 5083.042480
	Iteration 33Q: 3 clusters Score -4355964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4355972.500000 Penalty: 5083.042480
	Iteration 34Q: 3 clusters Score -4355972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4355996.000000 Penalty: 5083.042480
	Iteration 35Q: 3 clusters Score -4355996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4355999.000000 Penalty: 5083.042480
	Iteration 36Q: 3 clusters Score -4355999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4356014.000000 Penalty: 5083.042480
	Iteration 37Q: 3 clusters Score -4356014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4356011.000000 Penalty: 5083.042480
	Iteration 38Q: 3 clusters Score -4356011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4356014.500000 Penalty: 5083.042480
	Iteration 39Q: 3 clusters Score -4356014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4356025.000000 Penalty: 5083.042480
	Iteration 40F: 3 clusters Score -4356025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4356030.000000 Penalty: 5083.042480
	Iteration 41Q: 3 clusters Score -4356030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4356028.500000 Penalty: 5083.042480
	Iteration 42Q: 3 clusters Score -4356028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4356031.500000 Penalty: 5083.042480
	Iteration 43Q: 3 clusters Score -4356032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4356036.000000 Penalty: 5083.042480
	Iteration 44Q: 3 clusters Score -4356036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4356035.500000 Penalty: 5083.042480
	Iteration 45Q: 3 clusters Score -4356036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4356039.500000 Penalty: 5083.042480
	Iteration 46Q: 3 clusters Score -4356040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4356039.000000 Penalty: 5083.042480
	Iteration 47Q: 3 clusters Score -4356039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4356034.000000 Penalty: 5083.042480
	Iteration 48Q: 3 clusters Score -4356034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4356033.500000 Penalty: 5083.042480
	Iteration 49Q: 3 clusters Score -4356034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4356035.500000 Penalty: 5083.042480
	Iteration 50Q: 3 clusters Score -4356036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4356042.000000 Penalty: 5083.042480
	Iteration 51Q: 3 clusters Score -4356042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4356043.500000 Penalty: 5083.042480
	Iteration 52Q: 3 clusters Score -4356044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4356042.500000 Penalty: 5083.042480
	Iteration 53Q: 3 clusters Score -4356042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4356041.500000 Penalty: 5083.042480
	Iteration 54Q: 3 clusters Score -4356042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4356041.000000 Penalty: 5083.042480
	Iteration 55Q: 3 clusters Score -4356041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4356041.000000 Penalty: 5083.042480
	Iteration 56F: 3 clusters Score -4356041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Entering Unmasked Estep 
Score: -4530724.500000 Penalty: 2544.924316
	Iteration 0F: 2 clusters Score -4530724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4511112.500000 Penalty: 5089.848633
	Iteration 0F: 3 clusters Score -4511112 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4518177.000000 Penalty: 5089.848633
	Iteration 1F: 3 clusters Score -4518177 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -4518746.500000 Penalty: 5089.848633
	Iteration 2F: 3 clusters Score -4518746 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4519310.500000 Penalty: 5089.848633
	Iteration 3Q: 3 clusters Score -4519310 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4520011.000000 Penalty: 5089.848633
	Iteration 4F: 3 clusters Score -4520011 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -4520892.000000 Penalty: 5089.848633
	Iteration 5F: 3 clusters Score -4520892 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4522023.500000 Penalty: 5089.848633
	Iteration 6F: 3 clusters Score -4522024 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -4523444.500000 Penalty: 5089.848633
	Iteration 7F: 3 clusters Score -4523444 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4524959.500000 Penalty: 5089.848633
	Iteration 8F: 3 clusters Score -4524960 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4526362.500000 Penalty: 5089.848633
	Iteration 9F: 3 clusters Score -4526362 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4527393.500000 Penalty: 5089.848633
	Iteration 10Q: 3 clusters Score -4527394 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4527997.500000 Penalty: 5089.848633
	Iteration 11Q: 3 clusters Score -4527998 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4528366.000000 Penalty: 5089.848633
	Iteration 12Q: 3 clusters Score -4528366 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4528555.500000 Penalty: 5089.848633
	Iteration 13Q: 3 clusters Score -4528556 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4528646.500000 Penalty: 5089.848633
	Iteration 14Q: 3 clusters Score -4528646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4528703.000000 Penalty: 5089.848633
	Iteration 15Q: 3 clusters Score -4528703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4528733.500000 Penalty: 5089.848633
	Iteration 16Q: 3 clusters Score -4528734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4528763.000000 Penalty: 5089.848633
	Iteration 17Q: 3 clusters Score -4528763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4528791.500000 Penalty: 5089.848633
	Iteration 18Q: 3 clusters Score -4528792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4528805.000000 Penalty: 5089.848633
	Iteration 19Q: 3 clusters Score -4528805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4528820.500000 Penalty: 5089.848633
	Iteration 20F: 3 clusters Score -4528820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4528836.000000 Penalty: 5089.848633
	Iteration 21Q: 3 clusters Score -4528836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4528849.000000 Penalty: 5089.848633
	Iteration 22Q: 3 clusters Score -4528849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4528863.500000 Penalty: 5089.848633
	Iteration 23Q: 3 clusters Score -4528864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4528878.000000 Penalty: 5089.848633
	Iteration 24Q: 3 clusters Score -4528878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4528879.000000 Penalty: 5089.848633
	Iteration 25Q: 3 clusters Score -4528879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4528886.500000 Penalty: 5089.848633
	Iteration 26Q: 3 clusters Score -4528886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4528887.500000 Penalty: 5089.848633
	Iteration 27Q: 3 clusters Score -4528888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4528893.000000 Penalty: 5089.848633
	Iteration 28Q: 3 clusters Score -4528893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4528894.500000 Penalty: 5089.848633
	Iteration 29Q: 3 clusters Score -4528894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4528896.500000 Penalty: 5089.848633
	Iteration 30Q: 3 clusters Score -4528896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4528894.000000 Penalty: 5089.848633
	Iteration 31Q: 3 clusters Score -4528894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4528897.000000 Penalty: 5089.848633
	Iteration 32Q: 3 clusters Score -4528897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4528898.500000 Penalty: 5089.848633
	Iteration 33Q: 3 clusters Score -4528898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4528900.000000 Penalty: 5089.848633
	Iteration 34Q: 3 clusters Score -4528900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4528897.000000 Penalty: 5089.848633
	Iteration 35Q: 3 clusters Score -4528897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4528896.500000 Penalty: 5089.848633
	Iteration 36Q: 3 clusters Score -4528896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4528902.000000 Penalty: 5089.848633
	Iteration 37Q: 3 clusters Score -4528902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4528898.000000 Penalty: 5089.848633
	Iteration 38Q: 3 clusters Score -4528898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4528897.000000 Penalty: 5089.848633
	Iteration 39Q: 3 clusters Score -4528897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4528896.000000 Penalty: 5089.848633
	Iteration 40F: 3 clusters Score -4528896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4528894.500000 Penalty: 5089.848633
	Iteration 41Q: 3 clusters Score -4528894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4528894.500000 Penalty: 5089.848633
	Iteration 42F: 3 clusters Score -4528894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -12582.663086 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -12582.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11804.993164 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -11804.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12202.375977 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -12202.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12342.536133 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -12342.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12369.798828 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -12369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12369.798828 Penalty: 2607.717773
	Iteration 4F: 3 clusters Score -12369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -1102948.625000 Penalty: 2211.858398
	Iteration 0F: 2 clusters Score -1102949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1096874.250000 Penalty: 4423.716797
	Iteration 0F: 3 clusters Score -1096874 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1098547.250000 Penalty: 4423.716797
	Iteration 1F: 3 clusters Score -1098547 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1098939.875000 Penalty: 4423.716797
	Iteration 2F: 3 clusters Score -1098940 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1099221.125000 Penalty: 4423.716797
	Iteration 3F: 3 clusters Score -1099221 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1099452.250000 Penalty: 4423.716797
	Iteration 4Q: 3 clusters Score -1099452 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1099652.500000 Penalty: 4423.716797
	Iteration 5Q: 3 clusters Score -1099652 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1099814.875000 Penalty: 4423.716797
	Iteration 6Q: 3 clusters Score -1099815 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1100001.500000 Penalty: 4423.716797
	Iteration 7Q: 3 clusters Score -1100002 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1100174.000000 Penalty: 4423.716797
	Iteration 8Q: 3 clusters Score -1100174 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1100311.875000 Penalty: 4423.716797
	Iteration 9Q: 3 clusters Score -1100312 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1100453.375000 Penalty: 4423.716797
	Iteration 10Q: 3 clusters Score -1100453 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1100612.250000 Penalty: 4423.716797
	Iteration 11Q: 3 clusters Score -1100612 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1100768.625000 Penalty: 4423.716797
	Iteration 12Q: 3 clusters Score -1100769 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1100955.000000 Penalty: 4423.716797
	Iteration 13Q: 3 clusters Score -1100955 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1101154.375000 Penalty: 4423.716797
	Iteration 14Q: 3 clusters Score -1101154 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1101333.375000 Penalty: 4423.716797
	Iteration 15Q: 3 clusters Score -1101333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1101472.250000 Penalty: 4423.716797
	Iteration 16Q: 3 clusters Score -1101472 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1101592.000000 Penalty: 4423.716797
	Iteration 17Q: 3 clusters Score -1101592 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1101698.750000 Penalty: 4423.716797
	Iteration 18Q: 3 clusters Score -1101699 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1101792.375000 Penalty: 4423.716797
	Iteration 19Q: 3 clusters Score -1101792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1101861.000000 Penalty: 4423.716797
	Iteration 20F: 3 clusters Score -1101861 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1101916.125000 Penalty: 4423.716797
	Iteration 21Q: 3 clusters Score -1101916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1101964.875000 Penalty: 4423.716797
	Iteration 22Q: 3 clusters Score -1101965 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1102007.500000 Penalty: 4423.716797
	Iteration 23Q: 3 clusters Score -1102008 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1102053.750000 Penalty: 4423.716797
	Iteration 24Q: 3 clusters Score -1102054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1102097.875000 Penalty: 4423.716797
	Iteration 25Q: 3 clusters Score -1102098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1102144.375000 Penalty: 4423.716797
	Iteration 26Q: 3 clusters Score -1102144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1102182.750000 Penalty: 4423.716797
	Iteration 27Q: 3 clusters Score -1102183 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1102227.250000 Penalty: 4423.716797
	Iteration 28Q: 3 clusters Score -1102227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1102265.250000 Penalty: 4423.716797
	Iteration 29Q: 3 clusters Score -1102265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1102294.625000 Penalty: 4423.716797
	Iteration 30Q: 3 clusters Score -1102295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1102317.000000 Penalty: 4423.716797
	Iteration 31Q: 3 clusters Score -1102317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1102332.875000 Penalty: 4423.716797
	Iteration 32Q: 3 clusters Score -1102333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1102349.500000 Penalty: 4423.716797
	Iteration 33Q: 3 clusters Score -1102350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1102368.250000 Penalty: 4423.716797
	Iteration 34Q: 3 clusters Score -1102368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1102385.875000 Penalty: 4423.716797
	Iteration 35Q: 3 clusters Score -1102386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1102398.750000 Penalty: 4423.716797
	Iteration 36Q: 3 clusters Score -1102399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1102408.875000 Penalty: 4423.716797
	Iteration 37Q: 3 clusters Score -1102409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1102420.750000 Penalty: 4423.716797
	Iteration 38Q: 3 clusters Score -1102421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1102430.250000 Penalty: 4423.716797
	Iteration 39Q: 3 clusters Score -1102430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1102442.500000 Penalty: 4423.716797
	Iteration 40F: 3 clusters Score -1102442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1102454.000000 Penalty: 4423.716797
	Iteration 41Q: 3 clusters Score -1102454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1102471.500000 Penalty: 4423.716797
	Iteration 42Q: 3 clusters Score -1102472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1102482.625000 Penalty: 4423.716797
	Iteration 43Q: 3 clusters Score -1102483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1102497.500000 Penalty: 4423.716797
	Iteration 44Q: 3 clusters Score -1102498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1102505.000000 Penalty: 4423.716797
	Iteration 45Q: 3 clusters Score -1102505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1102513.750000 Penalty: 4423.716797
	Iteration 46Q: 3 clusters Score -1102514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1102524.250000 Penalty: 4423.716797
	Iteration 47Q: 3 clusters Score -1102524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1102531.375000 Penalty: 4423.716797
	Iteration 48Q: 3 clusters Score -1102531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1102538.250000 Penalty: 4423.716797
	Iteration 49Q: 3 clusters Score -1102538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1102547.750000 Penalty: 4423.716797
	Iteration 50Q: 3 clusters Score -1102548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1102555.250000 Penalty: 4423.716797
	Iteration 51Q: 3 clusters Score -1102555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1102564.250000 Penalty: 4423.716797
	Iteration 52Q: 3 clusters Score -1102564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1102568.750000 Penalty: 4423.716797
	Iteration 53Q: 3 clusters Score -1102569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1102575.000000 Penalty: 4423.716797
	Iteration 54Q: 3 clusters Score -1102575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1102586.250000 Penalty: 4423.716797
	Iteration 55Q: 3 clusters Score -1102586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1102596.000000 Penalty: 4423.716797
	Iteration 56Q: 3 clusters Score -1102596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1102602.750000 Penalty: 4423.716797
	Iteration 57Q: 3 clusters Score -1102603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1102606.625000 Penalty: 4423.716797
	Iteration 58Q: 3 clusters Score -1102607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1102613.375000 Penalty: 4423.716797
	Iteration 59Q: 3 clusters Score -1102613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1102620.625000 Penalty: 4423.716797
	Iteration 60F: 3 clusters Score -1102621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1102628.125000 Penalty: 4423.716797
	Iteration 61Q: 3 clusters Score -1102628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1102634.125000 Penalty: 4423.716797
	Iteration 62Q: 3 clusters Score -1102634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1102644.125000 Penalty: 4423.716797
	Iteration 63Q: 3 clusters Score -1102644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1102656.250000 Penalty: 4423.716797
	Iteration 64Q: 3 clusters Score -1102656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1102669.500000 Penalty: 4423.716797
	Iteration 65Q: 3 clusters Score -1102670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1102682.125000 Penalty: 4423.716797
	Iteration 66Q: 3 clusters Score -1102682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1102692.625000 Penalty: 4423.716797
	Iteration 67Q: 3 clusters Score -1102693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1102698.625000 Penalty: 4423.716797
	Iteration 68Q: 3 clusters Score -1102699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1102708.500000 Penalty: 4423.716797
	Iteration 69Q: 3 clusters Score -1102708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1102717.875000 Penalty: 4423.716797
	Iteration 70Q: 3 clusters Score -1102718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1102724.500000 Penalty: 4423.716797
	Iteration 71Q: 3 clusters Score -1102724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1102729.250000 Penalty: 4423.716797
	Iteration 72Q: 3 clusters Score -1102729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1102730.375000 Penalty: 4423.716797
	Iteration 73Q: 3 clusters Score -1102730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1102733.750000 Penalty: 4423.716797
	Iteration 74Q: 3 clusters Score -1102734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1102733.500000 Penalty: 4423.716797
	Iteration 75Q: 3 clusters Score -1102734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1102732.625000 Penalty: 4423.716797
	Iteration 76Q: 3 clusters Score -1102733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1102737.125000 Penalty: 4423.716797
	Iteration 77Q: 3 clusters Score -1102737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1102740.250000 Penalty: 4423.716797
	Iteration 78Q: 3 clusters Score -1102740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1102738.250000 Penalty: 4423.716797
	Iteration 79Q: 3 clusters Score -1102738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1102740.250000 Penalty: 4423.716797
	Iteration 80F: 3 clusters Score -1102740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1102736.625000 Penalty: 4423.716797
	Iteration 81Q: 3 clusters Score -1102737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1102737.625000 Penalty: 4423.716797
	Iteration 82Q: 3 clusters Score -1102738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1102739.250000 Penalty: 4423.716797
	Iteration 83Q: 3 clusters Score -1102739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1102741.375000 Penalty: 4423.716797
	Iteration 84Q: 3 clusters Score -1102741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1102742.500000 Penalty: 4423.716797
	Iteration 85Q: 3 clusters Score -1102742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1102742.750000 Penalty: 4423.716797
	Iteration 86Q: 3 clusters Score -1102743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1102743.875000 Penalty: 4423.716797
	Iteration 87Q: 3 clusters Score -1102744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1102747.500000 Penalty: 4423.716797
	Iteration 88Q: 3 clusters Score -1102748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1102751.000000 Penalty: 4423.716797
	Iteration 89Q: 3 clusters Score -1102751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1102752.125000 Penalty: 4423.716797
	Iteration 90Q: 3 clusters Score -1102752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1102754.375000 Penalty: 4423.716797
	Iteration 91Q: 3 clusters Score -1102754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1102756.625000 Penalty: 4423.716797
	Iteration 92Q: 3 clusters Score -1102757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1102758.375000 Penalty: 4423.716797
	Iteration 93Q: 3 clusters Score -1102758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1102757.875000 Penalty: 4423.716797
	Iteration 94Q: 3 clusters Score -1102758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1102760.375000 Penalty: 4423.716797
	Iteration 95Q: 3 clusters Score -1102760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1102760.750000 Penalty: 4423.716797
	Iteration 96Q: 3 clusters Score -1102761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1102760.250000 Penalty: 4423.716797
	Iteration 97Q: 3 clusters Score -1102760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1102760.875000 Penalty: 4423.716797
	Iteration 98Q: 3 clusters Score -1102761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1102763.375000 Penalty: 4423.716797
	Iteration 99Q: 3 clusters Score -1102763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1102763.375000 Penalty: 4423.716797
	Iteration 100F: 3 clusters Score -1102763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -115889.968750 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -115890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114107.695312 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -114107.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114458.023438 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -114458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -114667.046875 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -114667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114864.218750 Penalty: 3330.830322
	Iteration 3F: 3 clusters Score -114864.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -114968.351562 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -114968.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -115090.812500 Penalty: 3330.830322
	Iteration 5F: 3 clusters Score -115090.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -115175.921875 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -115175.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -115294.257812 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -115294.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115374.945312 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -115374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115441.242188 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -115441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115494.007812 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -115494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115556.515625 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -115556.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -115699.437500 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -115699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115771.359375 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -115771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115836.445312 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -115836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115838.359375 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -115838.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115838.359375 Penalty: 3330.830322
	Iteration 16F: 3 clusters Score -115838.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -35885.886719 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -35885.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34717.867188 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -34717.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34803.675781 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -34803.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34818.468750 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -34818.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34851.359375 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -34851.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34858.769531 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -34858.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34875.917969 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -34875.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34875.917969 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -34875.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -38433.597656 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -38433.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37205.960938 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -37205.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37320.339844 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -37320.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37370.421875 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -37370.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37409.281250 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -37409.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37436.640625 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -37436.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37467.484375 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -37467.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37480.714844 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -37480.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37483.703125 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -37483.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37483.703125 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -37483.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -18749.906250 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -18749.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17899.494141 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -17899.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18245.177734 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -18245.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18381.923828 Penalty: 2699.439209
	Iteration 2F: 3 clusters Score -18381.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18525.636719 Penalty: 2699.439209
	Iteration 3F: 3 clusters Score -18525.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18552.167969 Penalty: 2699.439209
	Iteration 4Q: 3 clusters Score -18552.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18611.201172 Penalty: 2699.439209
	Iteration 5Q: 3 clusters Score -18611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18628.929688 Penalty: 2699.439209
	Iteration 6Q: 3 clusters Score -18628.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18638.582031 Penalty: 2699.439209
	Iteration 7Q: 3 clusters Score -18638.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18644.113281 Penalty: 2699.439209
	Iteration 8Q: 3 clusters Score -18644.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18650.705078 Penalty: 2699.439209
	Iteration 9Q: 3 clusters Score -18650.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18650.705078 Penalty: 2699.439209
	Iteration 10F: 3 clusters Score -18650.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -31857.376953 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -31857.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30675.634766 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -30675.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30740.007812 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -30740.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30760.849609 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -30760.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30763.785156 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -30763.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30763.785156 Penalty: 2699.439209
	Iteration 4F: 3 clusters Score -30763.79 nChanged 0
--- Evaluating fit on full set of 1694237 points ---
Entering Unmasked Estep 
Score: -261123504.000000 Penalty: 135166.015625
21->39 Clusters: Score -261123504.000000, best is -261176000.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 564745 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 27010 members 
Mstep: Class 3 contains 26760 members 
Mstep: Class 4 contains 26776 members 
Mstep: Class 5 contains 27121 members 
Mstep: Class 6 contains 27068 members 
Mstep: Class 7 contains 26718 members 
Mstep: Class 8 contains 26845 members 
Mstep: Class 9 contains 27083 members 
Mstep: Class 10 contains 26967 members 
Mstep: Class 11 contains 26892 members 
Mstep: Class 12 contains 26635 members 
Mstep: Class 13 contains 26992 members 
Mstep: Class 14 contains 26937 members 
Mstep: Class 15 contains 26907 members 
Mstep: Class 16 contains 26876 members 
Mstep: Class 17 contains 27046 members 
Mstep: Class 18 contains 26586 members 
Mstep: Class 19 contains 26719 members 
Mstep: Class 20 contains 26713 members 
Mstep: Class 21 contains 27036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1165.703003 but Gain 3284.539062
Score: -80084424.000000 Penalty: 65690.882812
Iteration 0F: 21 clusters Score -8.008442e+07 nChanged 537837
Entering Unmasked Mstep 
Mstep: Class 0 contains 3550 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 12023 members 
Mstep: Class 3 contains 2016 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 6 contains 3868 members 
Mstep: Class 7 contains 5116 members 
Mstep: Class 8 contains 99695 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 10 contains 3423 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 145964 members 
Mstep: Class 13 contains 21739 members 
Mstep: Class 14 contains 8891 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 165031 members 
Mstep: Class 17 contains 2241 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 20953 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 33904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2812.528564 but Gain 3284.546875
Score: -85097528.000000 Penalty: 62406.335938
Iteration 1F: 20 clusters Score -8.509753e+07 nChanged 216154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1877 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 3 contains 2991 members 
Mstep: Class 4 contains 7648 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 8 contains 50423 members 
Mstep: Class 9 contains 3198 members 
Mstep: Class 10 contains 2341 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 174152 members 
Mstep: Class 13 contains 7841 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 11062 members 
Mstep: Class 16 contains 222982 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 13380 members 
Mstep: Class 21 contains 32174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85907144.000000 Penalty: 62406.335938
Iteration 2F: 20 clusters Score -8.590714e+07 nChanged 149744
Entering Unmasked Mstep 
Mstep: Class 0 contains 645 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6197 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 34960 members 
Mstep: Class 9 contains 3738 members 
Mstep: Class 10 contains 1853 members 
Mstep: Class 11 contains 5188 members 
Mstep: Class 12 contains 197910 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 14118 members 
Mstep: Class 16 contains 202773 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 18554 members 
Mstep: Class 21 contains 35005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86227080.000000 Penalty: 62406.335938
Iteration 3F: 20 clusters Score -8.622708e+07 nChanged 84977
Entering Unmasked Mstep 
Mstep: Class 0 contains 503 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 9994 members 
Mstep: Class 6 contains 1753 members 
Mstep: Class 7 contains 5875 members 
Mstep: Class 8 contains 34438 members 
Mstep: Class 9 contains 4774 members 
Mstep: Class 10 contains 1680 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 198035 members 
Mstep: Class 13 contains 4191 members 
Mstep: Class 14 contains 10015 members 
Mstep: Class 15 contains 13410 members 
Mstep: Class 16 contains 194166 members 
Mstep: Class 17 contains 2636 members 
Mstep: Class 18 contains 1659 members 
Mstep: Class 19 contains 22691 members 
Mstep: Class 21 contains 37557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86348664.000000 Penalty: 62406.335938
Iteration 4F: 20 clusters Score -8.634866e+07 nChanged 60804
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 10163 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 5982 members 
Mstep: Class 8 contains 37112 members 
Mstep: Class 9 contains 6177 members 
Mstep: Class 10 contains 1587 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 186455 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 15499 members 
Mstep: Class 15 contains 12395 members 
Mstep: Class 16 contains 198048 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 19 contains 25551 members 
Mstep: Class 21 contains 37632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86413808.000000 Penalty: 62406.335938
Iteration 5F: 20 clusters Score -8.641381e+07 nChanged 47382
Entering Unmasked Mstep 
Mstep: Class 0 contains 440 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 2351 members 
Mstep: Class 4 contains 10394 members 
Mstep: Class 6 contains 1970 members 
Mstep: Class 7 contains 5964 members 
Mstep: Class 8 contains 38257 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 10 contains 1610 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 184308 members 
Mstep: Class 13 contains 1734 members 
Mstep: Class 14 contains 21931 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 194900 members 
Mstep: Class 17 contains 2232 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 27675 members 
Mstep: Class 21 contains 36631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3169.091309 but Gain 3284.542969
Score: -86458504.000000 Penalty: 59121.792969
Iteration 6F: 19 clusters Score -8.64585e+07 nChanged 41739
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4061 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 10827 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 8 contains 38958 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 5057 members 
Mstep: Class 12 contains 183984 members 
Mstep: Class 14 contains 28082 members 
Mstep: Class 15 contains 10092 members 
Mstep: Class 16 contains 191174 members 
Mstep: Class 17 contains 2064 members 
Mstep: Class 18 contains 2070 members 
Mstep: Class 19 contains 29296 members 
Mstep: Class 21 contains 35096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86497592.000000 Penalty: 59121.792969
Iteration 7F: 19 clusters Score -8.649759e+07 nChanged 36320
Entering Unmasked Mstep 
Mstep: Class 0 contains 416 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3636 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 11733 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 6355 members 
Mstep: Class 8 contains 38611 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 10 contains 2137 members 
Mstep: Class 11 contains 5052 members 
Mstep: Class 12 contains 184152 members 
Mstep: Class 14 contains 33118 members 
Mstep: Class 15 contains 9238 members 
Mstep: Class 16 contains 187690 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 2233 members 
Mstep: Class 19 contains 30244 members 
Mstep: Class 21 contains 33233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86526912.000000 Penalty: 59121.792969
Iteration 8F: 19 clusters Score -8.652691e+07 nChanged 31879
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 1993 members 
Mstep: Class 4 contains 12431 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 6581 members 
Mstep: Class 8 contains 38095 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 2280 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 185111 members 
Mstep: Class 14 contains 37368 members 
Mstep: Class 15 contains 8152 members 
Mstep: Class 16 contains 184372 members 
Mstep: Class 17 contains 1635 members 
Mstep: Class 18 contains 2397 members 
Mstep: Class 19 contains 30988 members 
Mstep: Class 21 contains 31384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86546608.000000 Penalty: 59121.792969
Iteration 9F: 19 clusters Score -8.654661e+07 nChanged 26805
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 12878 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 6929 members 
Mstep: Class 8 contains 37652 members 
Mstep: Class 9 contains 7221 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 186729 members 
Mstep: Class 14 contains 41293 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 180887 members 
Mstep: Class 17 contains 1323 members 
Mstep: Class 18 contains 2541 members 
Mstep: Class 19 contains 31630 members 
Mstep: Class 21 contains 29737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86562272.000000 Penalty: 59121.792969
Iteration 10Q: 19 clusters Score -8.656227e+07 nChanged 21830
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3544 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 13229 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 7324 members 
Mstep: Class 8 contains 37277 members 
Mstep: Class 9 contains 7293 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 188702 members 
Mstep: Class 14 contains 44917 members 
Mstep: Class 15 contains 5698 members 
Mstep: Class 16 contains 177158 members 
Mstep: Class 17 contains 1218 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 32225 members 
Mstep: Class 21 contains 28327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86570648.000000 Penalty: 59121.792969
Iteration 11Q: 19 clusters Score -8.657065e+07 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3531 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 13552 members 
Mstep: Class 6 contains 2802 members 
Mstep: Class 7 contains 7699 members 
Mstep: Class 8 contains 37031 members 
Mstep: Class 9 contains 7320 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 5010 members 
Mstep: Class 12 contains 189712 members 
Mstep: Class 14 contains 48425 members 
Mstep: Class 15 contains 4627 members 
Mstep: Class 16 contains 174072 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 2734 members 
Mstep: Class 19 contains 32777 members 
Mstep: Class 21 contains 27169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86575048.000000 Penalty: 59121.792969
Iteration 12Q: 19 clusters Score -8.657505e+07 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 13853 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 7959 members 
Mstep: Class 8 contains 36871 members 
Mstep: Class 9 contains 7322 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 4975 members 
Mstep: Class 12 contains 190059 members 
Mstep: Class 14 contains 51551 members 
Mstep: Class 15 contains 3829 members 
Mstep: Class 16 contains 171609 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 2779 members 
Mstep: Class 19 contains 33329 members 
Mstep: Class 21 contains 26169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86577680.000000 Penalty: 59121.792969
Iteration 13Q: 19 clusters Score -8.657768e+07 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 14175 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 36769 members 
Mstep: Class 9 contains 7319 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 4944 members 
Mstep: Class 12 contains 190406 members 
Mstep: Class 14 contains 54078 members 
Mstep: Class 15 contains 3335 members 
Mstep: Class 16 contains 169263 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 33841 members 
Mstep: Class 21 contains 25342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86579392.000000 Penalty: 59121.792969
Iteration 14Q: 19 clusters Score -8.657939e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3496 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 14501 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 8174 members 
Mstep: Class 8 contains 36706 members 
Mstep: Class 9 contains 7289 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 4933 members 
Mstep: Class 12 contains 190480 members 
Mstep: Class 14 contains 56220 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 167309 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 34266 members 
Mstep: Class 21 contains 24636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86580360.000000 Penalty: 59121.792969
Iteration 15Q: 19 clusters Score -8.658036e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3489 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 14816 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 8237 members 
Mstep: Class 8 contains 36685 members 
Mstep: Class 9 contains 7264 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 190511 members 
Mstep: Class 14 contains 58008 members 
Mstep: Class 15 contains 2887 members 
Mstep: Class 16 contains 165467 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 2850 members 
Mstep: Class 19 contains 34663 members 
Mstep: Class 21 contains 24096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86581192.000000 Penalty: 59121.792969
Iteration 16Q: 19 clusters Score -8.658119e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3483 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 15146 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 8299 members 
Mstep: Class 8 contains 36654 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 190559 members 
Mstep: Class 14 contains 59517 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 163726 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 35060 members 
Mstep: Class 21 contains 23623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86581640.000000 Penalty: 59121.792969
Iteration 17Q: 19 clusters Score -8.658164e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 8360 members 
Mstep: Class 8 contains 36629 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 4898 members 
Mstep: Class 12 contains 190535 members 
Mstep: Class 14 contains 60906 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 162094 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 2944 members 
Mstep: Class 19 contains 35430 members 
Mstep: Class 21 contains 23199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86581248.000000 Penalty: 59121.792969
Iteration 18Q: 19 clusters Score -8.658125e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 15755 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 8407 members 
Mstep: Class 8 contains 36593 members 
Mstep: Class 9 contains 7263 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 190229 members 
Mstep: Class 14 contains 62182 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 160825 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 35773 members 
Mstep: Class 21 contains 22854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86581224.000000 Penalty: 59121.792969
Iteration 19Q: 19 clusters Score -8.658122e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 404 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 16066 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 8431 members 
Mstep: Class 8 contains 36577 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 4925 members 
Mstep: Class 12 contains 190007 members 
Mstep: Class 14 contains 63405 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 159498 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 3042 members 
Mstep: Class 19 contains 36087 members 
Mstep: Class 21 contains 22531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86582248.000000 Penalty: 59121.792969
Iteration 20F: 19 clusters Score -8.658225e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 1749 members 
Mstep: Class 4 contains 16368 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 8558 members 
Mstep: Class 8 contains 36579 members 
Mstep: Class 9 contains 7245 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 4914 members 
Mstep: Class 12 contains 189916 members 
Mstep: Class 14 contains 64516 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 158065 members 
Mstep: Class 17 contains 1110 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 36355 members 
Mstep: Class 21 contains 22225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583000.000000 Penalty: 59121.792969
Iteration 21Q: 19 clusters Score -8.6583e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3489 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 6 contains 2858 members 
Mstep: Class 7 contains 8674 members 
Mstep: Class 8 contains 36589 members 
Mstep: Class 9 contains 7259 members 
Mstep: Class 10 contains 2332 members 
Mstep: Class 11 contains 4938 members 
Mstep: Class 12 contains 189584 members 
Mstep: Class 14 contains 65742 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 156771 members 
Mstep: Class 17 contains 1079 members 
Mstep: Class 18 contains 3227 members 
Mstep: Class 19 contains 36607 members 
Mstep: Class 21 contains 21973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583056.000000 Penalty: 59121.792969
Iteration 22Q: 19 clusters Score -8.658306e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 17002 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 8769 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 7258 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 4934 members 
Mstep: Class 12 contains 189262 members 
Mstep: Class 14 contains 66953 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 155494 members 
Mstep: Class 17 contains 1068 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 36856 members 
Mstep: Class 21 contains 21746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583400.000000 Penalty: 59121.792969
Iteration 23Q: 19 clusters Score -8.65834e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 17297 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 8835 members 
Mstep: Class 8 contains 36648 members 
Mstep: Class 9 contains 7253 members 
Mstep: Class 10 contains 2308 members 
Mstep: Class 11 contains 4941 members 
Mstep: Class 12 contains 189121 members 
Mstep: Class 14 contains 68199 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 154027 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 37054 members 
Mstep: Class 21 contains 21555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583560.000000 Penalty: 59121.792969
Iteration 24Q: 19 clusters Score -8.658356e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3447 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 17552 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 8884 members 
Mstep: Class 8 contains 36677 members 
Mstep: Class 9 contains 7260 members 
Mstep: Class 10 contains 2294 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 188984 members 
Mstep: Class 14 contains 69482 members 
Mstep: Class 15 contains 2732 members 
Mstep: Class 16 contains 152558 members 
Mstep: Class 17 contains 1051 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 37234 members 
Mstep: Class 21 contains 21371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583696.000000 Penalty: 59121.792969
Iteration 25Q: 19 clusters Score -8.65837e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3445 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 17783 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 8927 members 
Mstep: Class 8 contains 36715 members 
Mstep: Class 9 contains 7263 members 
Mstep: Class 10 contains 2290 members 
Mstep: Class 11 contains 4931 members 
Mstep: Class 12 contains 188857 members 
Mstep: Class 14 contains 70786 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 151075 members 
Mstep: Class 17 contains 1052 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 37394 members 
Mstep: Class 21 contains 21181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583056.000000 Penalty: 59121.792969
Iteration 26Q: 19 clusters Score -8.658306e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3434 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 18033 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 8958 members 
Mstep: Class 8 contains 36732 members 
Mstep: Class 9 contains 7283 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 188644 members 
Mstep: Class 14 contains 72119 members 
Mstep: Class 15 contains 2782 members 
Mstep: Class 16 contains 149639 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 37566 members 
Mstep: Class 21 contains 20993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583024.000000 Penalty: 59121.792969
Iteration 27Q: 19 clusters Score -8.658302e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 18290 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 36777 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 4885 members 
Mstep: Class 12 contains 188565 members 
Mstep: Class 14 contains 73528 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 147965 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 3503 members 
Mstep: Class 19 contains 37717 members 
Mstep: Class 21 contains 20824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86582616.000000 Penalty: 59121.792969
Iteration 28Q: 19 clusters Score -8.658262e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3415 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 18529 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 9007 members 
Mstep: Class 8 contains 36786 members 
Mstep: Class 9 contains 7321 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 188518 members 
Mstep: Class 14 contains 75023 members 
Mstep: Class 15 contains 2845 members 
Mstep: Class 16 contains 146211 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 37845 members 
Mstep: Class 21 contains 20662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86582464.000000 Penalty: 59121.792969
Iteration 29Q: 19 clusters Score -8.658246e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3415 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 18764 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 36779 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 4825 members 
Mstep: Class 12 contains 188279 members 
Mstep: Class 14 contains 76660 members 
Mstep: Class 15 contains 2858 members 
Mstep: Class 16 contains 144539 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 3630 members 
Mstep: Class 19 contains 37965 members 
Mstep: Class 21 contains 20496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86582672.000000 Penalty: 59121.792969
Iteration 30Q: 19 clusters Score -8.658267e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3418 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 19010 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 9045 members 
Mstep: Class 8 contains 36771 members 
Mstep: Class 9 contains 7343 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 4789 members 
Mstep: Class 12 contains 187913 members 
Mstep: Class 14 contains 78262 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 16 contains 143012 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 3710 members 
Mstep: Class 19 contains 38080 members 
Mstep: Class 21 contains 20331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583120.000000 Penalty: 59121.792969
Iteration 31Q: 19 clusters Score -8.658312e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 19251 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 9053 members 
Mstep: Class 8 contains 36757 members 
Mstep: Class 9 contains 7355 members 
Mstep: Class 10 contains 2281 members 
Mstep: Class 11 contains 4774 members 
Mstep: Class 12 contains 187454 members 
Mstep: Class 14 contains 79925 members 
Mstep: Class 15 contains 2912 members 
Mstep: Class 16 contains 141509 members 
Mstep: Class 17 contains 1044 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 38205 members 
Mstep: Class 21 contains 20140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583728.000000 Penalty: 59121.792969
Iteration 32Q: 19 clusters Score -8.658373e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 19479 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 9067 members 
Mstep: Class 8 contains 36748 members 
Mstep: Class 9 contains 7369 members 
Mstep: Class 10 contains 2278 members 
Mstep: Class 11 contains 4751 members 
Mstep: Class 12 contains 187038 members 
Mstep: Class 14 contains 81650 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 139927 members 
Mstep: Class 17 contains 1045 members 
Mstep: Class 18 contains 3929 members 
Mstep: Class 19 contains 38308 members 
Mstep: Class 21 contains 19961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86584768.000000 Penalty: 59121.792969
Iteration 33Q: 19 clusters Score -8.658477e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 19689 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 9102 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 7357 members 
Mstep: Class 10 contains 2272 members 
Mstep: Class 11 contains 4731 members 
Mstep: Class 12 contains 186530 members 
Mstep: Class 14 contains 83420 members 
Mstep: Class 15 contains 2929 members 
Mstep: Class 16 contains 138447 members 
Mstep: Class 17 contains 1046 members 
Mstep: Class 18 contains 4047 members 
Mstep: Class 19 contains 38405 members 
Mstep: Class 21 contains 19773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86585616.000000 Penalty: 59121.792969
Iteration 34Q: 19 clusters Score -8.658562e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3420 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 19906 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 36717 members 
Mstep: Class 9 contains 7352 members 
Mstep: Class 10 contains 2263 members 
Mstep: Class 11 contains 4694 members 
Mstep: Class 12 contains 185748 members 
Mstep: Class 14 contains 85329 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 137026 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 4204 members 
Mstep: Class 19 contains 38513 members 
Mstep: Class 21 contains 19601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86586752.000000 Penalty: 59121.792969
Iteration 35Q: 19 clusters Score -8.658675e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 20118 members 
Mstep: Class 6 contains 2884 members 
Mstep: Class 7 contains 9171 members 
Mstep: Class 8 contains 36697 members 
Mstep: Class 9 contains 7356 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 184863 members 
Mstep: Class 14 contains 87393 members 
Mstep: Class 15 contains 2938 members 
Mstep: Class 16 contains 135591 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 38594 members 
Mstep: Class 21 contains 19428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86588216.000000 Penalty: 59121.792969
Iteration 36Q: 19 clusters Score -8.658822e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3415 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 20298 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 9204 members 
Mstep: Class 8 contains 36668 members 
Mstep: Class 9 contains 7352 members 
Mstep: Class 10 contains 2254 members 
Mstep: Class 11 contains 4636 members 
Mstep: Class 12 contains 183868 members 
Mstep: Class 14 contains 89537 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 134201 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 4524 members 
Mstep: Class 19 contains 38673 members 
Mstep: Class 21 contains 19260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86588872.000000 Penalty: 59121.792969
Iteration 37Q: 19 clusters Score -8.658887e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 20474 members 
Mstep: Class 6 contains 2883 members 
Mstep: Class 7 contains 9234 members 
Mstep: Class 8 contains 36670 members 
Mstep: Class 9 contains 7343 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 182648 members 
Mstep: Class 14 contains 91912 members 
Mstep: Class 15 contains 2977 members 
Mstep: Class 16 contains 132732 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4717 members 
Mstep: Class 19 contains 38768 members 
Mstep: Class 21 contains 19100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86590040.000000 Penalty: 59121.792969
Iteration 38Q: 19 clusters Score -8.659004e+07 nChanged 5858
Entering ConstructFrom: 
Score: -86590040.000000 Penalty: 59121.792969
Entering ConstructFrom: 
Trying to split cluster 1 (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: -264359.531250 Penalty: 1873.994141
	Iteration 0F: 2 clusters Score -264359.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -261941.000000 Penalty: 3747.988281
	Iteration 0F: 3 clusters Score -261941 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -262473.875000 Penalty: 3747.988281
	Iteration 1F: 3 clusters Score -262473.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -262686.781250 Penalty: 3747.988281
	Iteration 2F: 3 clusters Score -262686.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -262893.187500 Penalty: 3747.988281
	Iteration 3F: 3 clusters Score -262893.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -263131.875000 Penalty: 3747.988281
	Iteration 4F: 3 clusters Score -263131.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -263472.843750 Penalty: 3747.988281
	Iteration 5F: 3 clusters Score -263472.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -263824.625000 Penalty: 3747.988281
	Iteration 6F: 3 clusters Score -263824.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -264129.281250 Penalty: 3747.988281
	Iteration 7F: 3 clusters Score -264129.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -264316.500000 Penalty: 3747.988281
	Iteration 8Q: 3 clusters Score -264316.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -264515.031250 Penalty: 3747.988281
	Iteration 9Q: 3 clusters Score -264515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -264637.156250 Penalty: 3747.988281
	Iteration 10Q: 3 clusters Score -264637.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -264708.937500 Penalty: 3747.988281
	Iteration 11Q: 3 clusters Score -264708.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -264774.812500 Penalty: 3747.988281
	Iteration 12Q: 3 clusters Score -264774.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -264820.187500 Penalty: 3747.988281
	Iteration 13Q: 3 clusters Score -264820.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -264840.937500 Penalty: 3747.988281
	Iteration 14Q: 3 clusters Score -264840.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -264863.281250 Penalty: 3747.988281
	Iteration 15Q: 3 clusters Score -264863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -264869.718750 Penalty: 3747.988281
	Iteration 16Q: 3 clusters Score -264869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -264917.156250 Penalty: 3747.988281
	Iteration 17F: 3 clusters Score -264917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -264975.968750 Penalty: 3747.988281
	Iteration 18Q: 3 clusters Score -264976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -265046.593750 Penalty: 3747.988281
	Iteration 19Q: 3 clusters Score -265046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -265122.406250 Penalty: 3747.988281
	Iteration 20F: 3 clusters Score -265122.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -265170.593750 Penalty: 3747.988281
	Iteration 21Q: 3 clusters Score -265170.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -265189.312500 Penalty: 3747.988281
	Iteration 22Q: 3 clusters Score -265189.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -265204.125000 Penalty: 3747.988281
	Iteration 23Q: 3 clusters Score -265204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -265210.187500 Penalty: 3747.988281
	Iteration 24Q: 3 clusters Score -265210.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -265215.281250 Penalty: 3747.988281
	Iteration 25Q: 3 clusters Score -265215.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -265218.500000 Penalty: 3747.988281
	Iteration 26Q: 3 clusters Score -265218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -265222.781250 Penalty: 3747.988281
	Iteration 27Q: 3 clusters Score -265222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -265226.718750 Penalty: 3747.988281
	Iteration 28Q: 3 clusters Score -265226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -265227.656250 Penalty: 3747.988281
	Iteration 29Q: 3 clusters Score -265227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -265229.281250 Penalty: 3747.988281
	Iteration 30Q: 3 clusters Score -265229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -265231.156250 Penalty: 3747.988281
	Iteration 31Q: 3 clusters Score -265231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -265233.375000 Penalty: 3747.988281
	Iteration 32Q: 3 clusters Score -265233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -265237.250000 Penalty: 3747.988281
	Iteration 33Q: 3 clusters Score -265237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -265239.656250 Penalty: 3747.988281
	Iteration 34Q: 3 clusters Score -265239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -265240.500000 Penalty: 3747.988281
	Iteration 35Q: 3 clusters Score -265240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -265240.500000 Penalty: 3747.988281
	Iteration 36F: 3 clusters Score -265240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3426 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 20658 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 21 contains 18972 members 
Entering Unmasked Estep 
Score: -86590736.000000 Penalty: 62406.335938
Splitting cluster 1 changes total score from -86590040.000000 to -86590736.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -505647.875000 Penalty: 2018.508911
	Iteration 0F: 2 clusters Score -505647.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -502116.000000 Penalty: 4037.017822
	Iteration 0F: 3 clusters Score -502116 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -502944.218750 Penalty: 4037.017822
	Iteration 1F: 3 clusters Score -502944.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -503307.468750 Penalty: 4037.017822
	Iteration 2F: 3 clusters Score -503307.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -503792.593750 Penalty: 4037.017822
	Iteration 3F: 3 clusters Score -503792.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -504491.218750 Penalty: 4037.017822
	Iteration 4F: 3 clusters Score -504491.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -505257.718750 Penalty: 4037.017822
	Iteration 5F: 3 clusters Score -505257.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -505824.937500 Penalty: 4037.017822
	Iteration 6F: 3 clusters Score -505824.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -506168.500000 Penalty: 4037.017822
	Iteration 7F: 3 clusters Score -506168.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -506309.187500 Penalty: 4037.017822
	Iteration 8Q: 3 clusters Score -506309.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -506372.343750 Penalty: 4037.017822
	Iteration 9Q: 3 clusters Score -506372.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -506418.156250 Penalty: 4037.017822
	Iteration 10Q: 3 clusters Score -506418.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -506444.437500 Penalty: 4037.017822
	Iteration 11Q: 3 clusters Score -506444.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -506457.718750 Penalty: 4037.017822
	Iteration 12Q: 3 clusters Score -506457.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -506463.656250 Penalty: 4037.017822
	Iteration 13Q: 3 clusters Score -506463.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -506467.218750 Penalty: 4037.017822
	Iteration 14Q: 3 clusters Score -506467.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -506469.687500 Penalty: 4037.017822
	Iteration 15Q: 3 clusters Score -506469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -506469.406250 Penalty: 4037.017822
	Iteration 16Q: 3 clusters Score -506469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -506470.062500 Penalty: 4037.017822
	Iteration 17Q: 3 clusters Score -506470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -506471.062500 Penalty: 4037.017822
	Iteration 18Q: 3 clusters Score -506471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -506471.218750 Penalty: 4037.017822
	Iteration 19Q: 3 clusters Score -506471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -506471.218750 Penalty: 4037.017822
	Iteration 20F: 3 clusters Score -506471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 20658 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 21 contains 18972 members 
Entering Unmasked Estep 
Score: -86590528.000000 Penalty: 65690.882812
Splitting cluster 2 changes total score from -86590040.000000 to -86590528.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -205295.375000 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -205295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -203379.750000 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -203379.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -204702.187500 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -204702.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -205368.750000 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -205368.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -205883.937500 Penalty: 3682.385986
	Iteration 3F: 3 clusters Score -205883.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -206367.390625 Penalty: 3682.385986
	Iteration 4F: 3 clusters Score -206367.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -206828.140625 Penalty: 3682.385986
	Iteration 5F: 3 clusters Score -206828.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -207641.218750 Penalty: 3682.385986
	Iteration 6F: 3 clusters Score -207641.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -207831.890625 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -207831.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -207932.484375 Penalty: 3682.385986
	Iteration 8Q: 3 clusters Score -207932.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -207971.968750 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -207972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -207989.281250 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -207989.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -207999.156250 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -207999.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -208003.468750 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -208003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -208005.484375 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -208005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -208006.000000 Penalty: 3682.385986
	Iteration 14Q: 3 clusters Score -208006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -208008.250000 Penalty: 3682.385986
	Iteration 15Q: 3 clusters Score -208008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -208013.609375 Penalty: 3682.385986
	Iteration 16Q: 3 clusters Score -208013.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -208017.500000 Penalty: 3682.385986
	Iteration 17Q: 3 clusters Score -208017.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -208032.437500 Penalty: 3682.385986
	Iteration 18F: 3 clusters Score -208032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -208102.453125 Penalty: 3682.385986
	Iteration 19Q: 3 clusters Score -208102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -208231.609375 Penalty: 3682.385986
	Iteration 20F: 3 clusters Score -208231.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -208523.187500 Penalty: 3682.385986
	Iteration 21Q: 3 clusters Score -208523.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -208679.046875 Penalty: 3682.385986
	Iteration 22Q: 3 clusters Score -208679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -208753.656250 Penalty: 3682.385986
	Iteration 23Q: 3 clusters Score -208753.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -208771.312500 Penalty: 3682.385986
	Iteration 24Q: 3 clusters Score -208771.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -208778.187500 Penalty: 3682.385986
	Iteration 25Q: 3 clusters Score -208778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -208784.265625 Penalty: 3682.385986
	Iteration 26Q: 3 clusters Score -208784.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -208789.750000 Penalty: 3682.385986
	Iteration 27Q: 3 clusters Score -208789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -208795.125000 Penalty: 3682.385986
	Iteration 28Q: 3 clusters Score -208795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -208805.734375 Penalty: 3682.385986
	Iteration 29Q: 3 clusters Score -208805.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -208809.281250 Penalty: 3682.385986
	Iteration 30Q: 3 clusters Score -208809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -208810.656250 Penalty: 3682.385986
	Iteration 31Q: 3 clusters Score -208810.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -208811.875000 Penalty: 3682.385986
	Iteration 32Q: 3 clusters Score -208811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -208812.953125 Penalty: 3682.385986
	Iteration 33Q: 3 clusters Score -208813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -208817.906250 Penalty: 3682.385986
	Iteration 34Q: 3 clusters Score -208817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -208821.437500 Penalty: 3682.385986
	Iteration 35Q: 3 clusters Score -208821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -208824.625000 Penalty: 3682.385986
	Iteration 36Q: 3 clusters Score -208824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -208825.281250 Penalty: 3682.385986
	Iteration 37Q: 3 clusters Score -208825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -208825.281250 Penalty: 3682.385986
	Iteration 38F: 3 clusters Score -208825.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 20658 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Entering Unmasked Estep 
Score: -86592656.000000 Penalty: 68975.421875
Splitting cluster 3 changes total score from -86590040.000000 to -86592656.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (20658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Entering Unmasked Estep 
Score: -3262606.000000 Penalty: 2464.092773
	Iteration 0F: 2 clusters Score -3262606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3247964.250000 Penalty: 4928.185547
	Iteration 0F: 3 clusters Score -3247964 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3253142.750000 Penalty: 4928.185547
	Iteration 1F: 3 clusters Score -3253143 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3253973.750000 Penalty: 4928.185547
	Iteration 2F: 3 clusters Score -3253974 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3255398.750000 Penalty: 4928.185547
	Iteration 3F: 3 clusters Score -3255399 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3257560.250000 Penalty: 4928.185547
	Iteration 4F: 3 clusters Score -3257560 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3259951.750000 Penalty: 4928.185547
	Iteration 5F: 3 clusters Score -3259952 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3262132.750000 Penalty: 4928.185547
	Iteration 6F: 3 clusters Score -3262133 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3263496.750000 Penalty: 4928.185547
	Iteration 7F: 3 clusters Score -3263497 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3264036.000000 Penalty: 4928.185547
	Iteration 8Q: 3 clusters Score -3264036 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3264255.250000 Penalty: 4928.185547
	Iteration 9Q: 3 clusters Score -3264255 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3264344.250000 Penalty: 4928.185547
	Iteration 10Q: 3 clusters Score -3264344 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3264392.500000 Penalty: 4928.185547
	Iteration 11Q: 3 clusters Score -3264392 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3264392.750000 Penalty: 4928.185547
	Iteration 12Q: 3 clusters Score -3264393 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3264408.750000 Penalty: 4928.185547
	Iteration 13Q: 3 clusters Score -3264409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3264412.000000 Penalty: 4928.185547
	Iteration 14Q: 3 clusters Score -3264412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3264416.750000 Penalty: 4928.185547
	Iteration 15Q: 3 clusters Score -3264417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3264430.000000 Penalty: 4928.185547
	Iteration 16Q: 3 clusters Score -3264430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3264422.250000 Penalty: 4928.185547
	Iteration 17Q: 3 clusters Score -3264422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3264430.250000 Penalty: 4928.185547
	Iteration 18Q: 3 clusters Score -3264430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3264436.000000 Penalty: 4928.185547
	Iteration 19Q: 3 clusters Score -3264436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3264436.250000 Penalty: 4928.185547
	Iteration 20F: 3 clusters Score -3264436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3264443.250000 Penalty: 4928.185547
	Iteration 21Q: 3 clusters Score -3264443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3264433.500000 Penalty: 4928.185547
	Iteration 22Q: 3 clusters Score -3264434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3264443.000000 Penalty: 4928.185547
	Iteration 23Q: 3 clusters Score -3264443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3264441.250000 Penalty: 4928.185547
	Iteration 24Q: 3 clusters Score -3264441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3264442.000000 Penalty: 4928.185547
	Iteration 25Q: 3 clusters Score -3264442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3264449.750000 Penalty: 4928.185547
	Iteration 26Q: 3 clusters Score -3264450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3264451.750000 Penalty: 4928.185547
	Iteration 27Q: 3 clusters Score -3264452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3264451.250000 Penalty: 4928.185547
	Iteration 28Q: 3 clusters Score -3264451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3264451.500000 Penalty: 4928.185547
	Iteration 29Q: 3 clusters Score -3264452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3264451.750000 Penalty: 4928.185547
	Iteration 30Q: 3 clusters Score -3264452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3264450.750000 Penalty: 4928.185547
	Iteration 31Q: 3 clusters Score -3264451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3264449.000000 Penalty: 4928.185547
	Iteration 32Q: 3 clusters Score -3264449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3264448.500000 Penalty: 4928.185547
	Iteration 33Q: 3 clusters Score -3264448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3264452.250000 Penalty: 4928.185547
	Iteration 34Q: 3 clusters Score -3264452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3264456.000000 Penalty: 4928.185547
	Iteration 35Q: 3 clusters Score -3264456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3264454.000000 Penalty: 4928.185547
	Iteration 36Q: 3 clusters Score -3264454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3264454.000000 Penalty: 4928.185547
	Iteration 37Q: 3 clusters Score -3264454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3264451.250000 Penalty: 4928.185547
	Iteration 38Q: 3 clusters Score -3264451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3264452.500000 Penalty: 4928.185547
	Iteration 39Q: 3 clusters Score -3264452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -3264449.250000 Penalty: 4928.185547
	Iteration 40F: 3 clusters Score -3264449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3264454.500000 Penalty: 4928.185547
	Iteration 41Q: 3 clusters Score -3264454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3264456.500000 Penalty: 4928.185547
	Iteration 42Q: 3 clusters Score -3264456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3264449.250000 Penalty: 4928.185547
	Iteration 43Q: 3 clusters Score -3264449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3264451.000000 Penalty: 4928.185547
	Iteration 44Q: 3 clusters Score -3264451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3264455.500000 Penalty: 4928.185547
	Iteration 45Q: 3 clusters Score -3264456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3264455.500000 Penalty: 4928.185547
	Iteration 46F: 3 clusters Score -3264456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 2882 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Entering Unmasked Estep 
Score: -86593824.000000 Penalty: 72259.968750
Splitting cluster 4 changes total score from -86590040.000000 to -86593824.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -371231.750000 Penalty: 1975.627441
	Iteration 0F: 2 clusters Score -371231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -368447.875000 Penalty: 3951.254883
	Iteration 0F: 3 clusters Score -368447.9 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -371949.437500 Penalty: 3951.254883
	Iteration 1F: 3 clusters Score -371949.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -374253.593750 Penalty: 3951.254883
	Iteration 2F: 3 clusters Score -374253.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -375880.906250 Penalty: 3951.254883
	Iteration 3F: 3 clusters Score -375880.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -376438.968750 Penalty: 3951.254883
	Iteration 4Q: 3 clusters Score -376439 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -377121.562500 Penalty: 3951.254883
	Iteration 5Q: 3 clusters Score -377121.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -377964.312500 Penalty: 3951.254883
	Iteration 6Q: 3 clusters Score -377964.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -378298.468750 Penalty: 3951.254883
	Iteration 7Q: 3 clusters Score -378298.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -378470.531250 Penalty: 3951.254883
	Iteration 8Q: 3 clusters Score -378470.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -378603.093750 Penalty: 3951.254883
	Iteration 9Q: 3 clusters Score -378603.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -378754.937500 Penalty: 3951.254883
	Iteration 10Q: 3 clusters Score -378754.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -378925.562500 Penalty: 3951.254883
	Iteration 11Q: 3 clusters Score -378925.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -379081.781250 Penalty: 3951.254883
	Iteration 12Q: 3 clusters Score -379081.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -379150.625000 Penalty: 3951.254883
	Iteration 13Q: 3 clusters Score -379150.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -379163.125000 Penalty: 3951.254883
	Iteration 14Q: 3 clusters Score -379163.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -379169.656250 Penalty: 3951.254883
	Iteration 15Q: 3 clusters Score -379169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -379171.187500 Penalty: 3951.254883
	Iteration 16Q: 3 clusters Score -379171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -379171.437500 Penalty: 3951.254883
	Iteration 17Q: 3 clusters Score -379171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -379172.218750 Penalty: 3951.254883
	Iteration 18Q: 3 clusters Score -379172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -379173.906250 Penalty: 3951.254883
	Iteration 19F: 3 clusters Score -379173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -379176.031250 Penalty: 3951.254883
	Iteration 20F: 3 clusters Score -379176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Entering Unmasked Estep 
Score: -86600448.000000 Penalty: 75544.515625
Splitting cluster 6 changes total score from -86590040.000000 to -86600448.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -1358866.000000 Penalty: 2265.044434
	Iteration 0F: 2 clusters Score -1358866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1351803.000000 Penalty: 4530.088867
	Iteration 0F: 3 clusters Score -1351803 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1355499.625000 Penalty: 4530.088867
	Iteration 1F: 3 clusters Score -1355500 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1358506.500000 Penalty: 4530.088867
	Iteration 2F: 3 clusters Score -1358506 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1360655.000000 Penalty: 4530.088867
	Iteration 3F: 3 clusters Score -1360655 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1361493.875000 Penalty: 4530.088867
	Iteration 4F: 3 clusters Score -1361494 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1361790.625000 Penalty: 4530.088867
	Iteration 5Q: 3 clusters Score -1361791 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1361888.125000 Penalty: 4530.088867
	Iteration 6Q: 3 clusters Score -1361888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1361928.625000 Penalty: 4530.088867
	Iteration 7Q: 3 clusters Score -1361929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1361943.125000 Penalty: 4530.088867
	Iteration 8Q: 3 clusters Score -1361943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1361949.625000 Penalty: 4530.088867
	Iteration 9Q: 3 clusters Score -1361950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1361956.250000 Penalty: 4530.088867
	Iteration 10Q: 3 clusters Score -1361956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1361962.250000 Penalty: 4530.088867
	Iteration 11Q: 3 clusters Score -1361962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1361963.375000 Penalty: 4530.088867
	Iteration 12Q: 3 clusters Score -1361963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1361962.375000 Penalty: 4530.088867
	Iteration 13Q: 3 clusters Score -1361962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1361964.750000 Penalty: 4530.088867
	Iteration 14Q: 3 clusters Score -1361965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1361966.250000 Penalty: 4530.088867
	Iteration 15Q: 3 clusters Score -1361966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1361965.875000 Penalty: 4530.088867
	Iteration 16Q: 3 clusters Score -1361966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1361965.875000 Penalty: 4530.088867
	Iteration 17F: 3 clusters Score -1361966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 7345 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Entering Unmasked Estep 
Score: -86602752.000000 Penalty: 78829.054688
Splitting cluster 7 changes total score from -86590040.000000 to -86602752.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (36659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Entering Unmasked Estep 
Score: -5664646.500000 Penalty: 2606.334961
	Iteration 0F: 2 clusters Score -5664646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -5639868.500000 Penalty: 5212.669922
	Iteration 0F: 3 clusters Score -5639868 nChanged 16720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -5648837.000000 Penalty: 5212.669922
	Iteration 1F: 3 clusters Score -5648837 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -5649422.000000 Penalty: 5212.669922
	Iteration 2Q: 3 clusters Score -5649422 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5650046.000000 Penalty: 5212.669922
	Iteration 3Q: 3 clusters Score -5650046 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -5650868.000000 Penalty: 5212.669922
	Iteration 4Q: 3 clusters Score -5650868 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -5651856.500000 Penalty: 5212.669922
	Iteration 5F: 3 clusters Score -5651856 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5653060.000000 Penalty: 5212.669922
	Iteration 6F: 3 clusters Score -5653060 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -5654216.500000 Penalty: 5212.669922
	Iteration 7F: 3 clusters Score -5654216 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -5655343.500000 Penalty: 5212.669922
	Iteration 8F: 3 clusters Score -5655344 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -5656424.500000 Penalty: 5212.669922
	Iteration 9F: 3 clusters Score -5656424 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -5657506.000000 Penalty: 5212.669922
	Iteration 10Q: 3 clusters Score -5657506 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -5658387.500000 Penalty: 5212.669922
	Iteration 11Q: 3 clusters Score -5658388 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5659147.000000 Penalty: 5212.669922
	Iteration 12Q: 3 clusters Score -5659147 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -5659849.500000 Penalty: 5212.669922
	Iteration 13Q: 3 clusters Score -5659850 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -5660355.500000 Penalty: 5212.669922
	Iteration 14Q: 3 clusters Score -5660356 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5660753.500000 Penalty: 5212.669922
	Iteration 15Q: 3 clusters Score -5660754 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5661111.500000 Penalty: 5212.669922
	Iteration 16Q: 3 clusters Score -5661112 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5661401.500000 Penalty: 5212.669922
	Iteration 17Q: 3 clusters Score -5661402 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5661682.500000 Penalty: 5212.669922
	Iteration 18Q: 3 clusters Score -5661682 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5661890.500000 Penalty: 5212.669922
	Iteration 19Q: 3 clusters Score -5661890 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5662004.500000 Penalty: 5212.669922
	Iteration 20F: 3 clusters Score -5662004 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5662089.500000 Penalty: 5212.669922
	Iteration 21Q: 3 clusters Score -5662090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5662191.500000 Penalty: 5212.669922
	Iteration 22Q: 3 clusters Score -5662192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5662261.000000 Penalty: 5212.669922
	Iteration 23Q: 3 clusters Score -5662261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5662297.500000 Penalty: 5212.669922
	Iteration 24Q: 3 clusters Score -5662298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5662333.000000 Penalty: 5212.669922
	Iteration 25Q: 3 clusters Score -5662333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5662357.000000 Penalty: 5212.669922
	Iteration 26Q: 3 clusters Score -5662357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5662380.000000 Penalty: 5212.669922
	Iteration 27Q: 3 clusters Score -5662380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5662400.000000 Penalty: 5212.669922
	Iteration 28Q: 3 clusters Score -5662400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5662418.000000 Penalty: 5212.669922
	Iteration 29Q: 3 clusters Score -5662418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5662430.500000 Penalty: 5212.669922
	Iteration 30Q: 3 clusters Score -5662430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5662431.500000 Penalty: 5212.669922
	Iteration 31Q: 3 clusters Score -5662432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5662432.000000 Penalty: 5212.669922
	Iteration 32Q: 3 clusters Score -5662432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5662434.500000 Penalty: 5212.669922
	Iteration 33Q: 3 clusters Score -5662434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5662439.500000 Penalty: 5212.669922
	Iteration 34Q: 3 clusters Score -5662440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5662442.000000 Penalty: 5212.669922
	Iteration 35Q: 3 clusters Score -5662442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5662443.000000 Penalty: 5212.669922
	Iteration 36Q: 3 clusters Score -5662443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5662442.000000 Penalty: 5212.669922
	Iteration 37Q: 3 clusters Score -5662442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5662437.000000 Penalty: 5212.669922
	Iteration 38Q: 3 clusters Score -5662437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5662439.500000 Penalty: 5212.669922
	Iteration 39Q: 3 clusters Score -5662440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5662439.500000 Penalty: 5212.669922
	Iteration 40F: 3 clusters Score -5662440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -1095337.375000 Penalty: 2207.640381
	Iteration 0F: 2 clusters Score -1095337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1089379.375000 Penalty: 4415.280762
	Iteration 0F: 3 clusters Score -1089379 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1090989.500000 Penalty: 4415.280762
	Iteration 1F: 3 clusters Score -1090990 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1091300.000000 Penalty: 4415.280762
	Iteration 2F: 3 clusters Score -1091300 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1091564.125000 Penalty: 4415.280762
	Iteration 3F: 3 clusters Score -1091564 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1091787.500000 Penalty: 4415.280762
	Iteration 4Q: 3 clusters Score -1091788 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1092047.750000 Penalty: 4415.280762
	Iteration 5Q: 3 clusters Score -1092048 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1092424.125000 Penalty: 4415.280762
	Iteration 6F: 3 clusters Score -1092424 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1092795.875000 Penalty: 4415.280762
	Iteration 7F: 3 clusters Score -1092796 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1093056.125000 Penalty: 4415.280762
	Iteration 8F: 3 clusters Score -1093056 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1093262.000000 Penalty: 4415.280762
	Iteration 9Q: 3 clusters Score -1093262 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1093405.750000 Penalty: 4415.280762
	Iteration 10Q: 3 clusters Score -1093406 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1093533.125000 Penalty: 4415.280762
	Iteration 11Q: 3 clusters Score -1093533 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1093633.250000 Penalty: 4415.280762
	Iteration 12Q: 3 clusters Score -1093633 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1093712.500000 Penalty: 4415.280762
	Iteration 13Q: 3 clusters Score -1093712 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1093774.875000 Penalty: 4415.280762
	Iteration 14Q: 3 clusters Score -1093775 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1093824.375000 Penalty: 4415.280762
	Iteration 15Q: 3 clusters Score -1093824 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1093876.875000 Penalty: 4415.280762
	Iteration 16Q: 3 clusters Score -1093877 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1093933.625000 Penalty: 4415.280762
	Iteration 17Q: 3 clusters Score -1093934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1093997.125000 Penalty: 4415.280762
	Iteration 18Q: 3 clusters Score -1093997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1094063.000000 Penalty: 4415.280762
	Iteration 19Q: 3 clusters Score -1094063 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1094137.625000 Penalty: 4415.280762
	Iteration 20F: 3 clusters Score -1094138 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1094226.750000 Penalty: 4415.280762
	Iteration 21Q: 3 clusters Score -1094227 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1094347.500000 Penalty: 4415.280762
	Iteration 22Q: 3 clusters Score -1094348 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1094520.250000 Penalty: 4415.280762
	Iteration 23Q: 3 clusters Score -1094520 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1094773.000000 Penalty: 4415.280762
	Iteration 24Q: 3 clusters Score -1094773 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1095122.250000 Penalty: 4415.280762
	Iteration 25Q: 3 clusters Score -1095122 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1095472.750000 Penalty: 4415.280762
	Iteration 26Q: 3 clusters Score -1095473 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1095770.875000 Penalty: 4415.280762
	Iteration 27Q: 3 clusters Score -1095771 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1095993.875000 Penalty: 4415.280762
	Iteration 28Q: 3 clusters Score -1095994 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1096130.875000 Penalty: 4415.280762
	Iteration 29Q: 3 clusters Score -1096131 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1096226.625000 Penalty: 4415.280762
	Iteration 30Q: 3 clusters Score -1096227 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1096308.750000 Penalty: 4415.280762
	Iteration 31Q: 3 clusters Score -1096309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1096357.750000 Penalty: 4415.280762
	Iteration 32Q: 3 clusters Score -1096358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1096400.875000 Penalty: 4415.280762
	Iteration 33Q: 3 clusters Score -1096401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1096423.000000 Penalty: 4415.280762
	Iteration 34Q: 3 clusters Score -1096423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1096444.000000 Penalty: 4415.280762
	Iteration 35Q: 3 clusters Score -1096444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1096466.500000 Penalty: 4415.280762
	Iteration 36Q: 3 clusters Score -1096466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1096496.125000 Penalty: 4415.280762
	Iteration 37Q: 3 clusters Score -1096496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1096526.500000 Penalty: 4415.280762
	Iteration 38Q: 3 clusters Score -1096526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1096561.250000 Penalty: 4415.280762
	Iteration 39Q: 3 clusters Score -1096561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1096609.375000 Penalty: 4415.280762
	Iteration 40F: 3 clusters Score -1096609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1096663.500000 Penalty: 4415.280762
	Iteration 41Q: 3 clusters Score -1096664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1096713.500000 Penalty: 4415.280762
	Iteration 42Q: 3 clusters Score -1096714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1096741.125000 Penalty: 4415.280762
	Iteration 43Q: 3 clusters Score -1096741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1096755.500000 Penalty: 4415.280762
	Iteration 44Q: 3 clusters Score -1096756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1096755.875000 Penalty: 4415.280762
	Iteration 45Q: 3 clusters Score -1096756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1096760.625000 Penalty: 4415.280762
	Iteration 46Q: 3 clusters Score -1096761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1096760.875000 Penalty: 4415.280762
	Iteration 47Q: 3 clusters Score -1096761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1096762.250000 Penalty: 4415.280762
	Iteration 48Q: 3 clusters Score -1096762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1096763.375000 Penalty: 4415.280762
	Iteration 49Q: 3 clusters Score -1096763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1096763.375000 Penalty: 4415.280762
	Iteration 50F: 3 clusters Score -1096763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Entering Unmasked Estep 
Score: -86603144.000000 Penalty: 82113.601562
Splitting cluster 9 changes total score from -86590040.000000 to -86603144.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -330659.781250 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -330659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -327955.937500 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -327955.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -329070.156250 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -329070.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -330155.250000 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -330155.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -331207.156250 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -331207.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -331623.031250 Penalty: 3826.701416
	Iteration 4F: 3 clusters Score -331623 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -331885.437500 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -331885.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -331982.125000 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -331982.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -332026.281250 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -332026.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -332048.718750 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -332048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -332059.625000 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -332059.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -332072.500000 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -332072.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -332082.281250 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -332082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -332087.718750 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -332087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -332090.343750 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -332090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -332098.250000 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -332098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -332099.125000 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -332099.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -332099.468750 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -332099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -332099.468750 Penalty: 3826.701416
	Iteration 17F: 3 clusters Score -332099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Entering Unmasked Estep 
Score: -86603248.000000 Penalty: 85398.148438
Splitting cluster 10 changes total score from -86590040.000000 to -86603248.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -668682.437500 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -668682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -664453.750000 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -664453.8 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -665878.500000 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -665878.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -666559.125000 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -666559.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -667457.312500 Penalty: 4181.009277
	Iteration 3F: 3 clusters Score -667457.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -669018.125000 Penalty: 4181.009277
	Iteration 4F: 3 clusters Score -669018.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -670874.750000 Penalty: 4181.009277
	Iteration 5F: 3 clusters Score -670874.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -671852.187500 Penalty: 4181.009277
	Iteration 6F: 3 clusters Score -671852.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -672295.937500 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -672295.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -672486.125000 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -672486.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -672572.250000 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -672572.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -672602.500000 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -672602.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -672621.750000 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -672621.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -672632.125000 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -672632.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -672637.875000 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -672637.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -672641.062500 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -672641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -672645.125000 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -672645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -672648.687500 Penalty: 4181.009277
	Iteration 16Q: 3 clusters Score -672648.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -672650.437500 Penalty: 4181.009277
	Iteration 17Q: 3 clusters Score -672650.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -672654.562500 Penalty: 4181.009277
	Iteration 18Q: 3 clusters Score -672654.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -672655.312500 Penalty: 4181.009277
	Iteration 19Q: 3 clusters Score -672655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -672656.562500 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -672656.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -672659.687500 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -672659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -672662.937500 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -672662.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -672663.312500 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -672663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -672664.937500 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -672664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -672664.875000 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -672664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -672666.875000 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -672666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -672669.750000 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -672669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -672670.750000 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -672670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -672671.750000 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -672671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -672672.750000 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -672672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -672678.625000 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -672678.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -672680.437500 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -672680.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -672686.687500 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -672686.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -672695.875000 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -672695.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -672704.187500 Penalty: 4181.009277
	Iteration 35Q: 3 clusters Score -672704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -672712.437500 Penalty: 4181.009277
	Iteration 36Q: 3 clusters Score -672712.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -672740.312500 Penalty: 4181.009277
	Iteration 37Q: 3 clusters Score -672740.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -672784.062500 Penalty: 4181.009277
	Iteration 38Q: 3 clusters Score -672784.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -672854.687500 Penalty: 4181.009277
	Iteration 39Q: 3 clusters Score -672854.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -672949.875000 Penalty: 4181.009277
	Iteration 40F: 3 clusters Score -672949.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -672979.250000 Penalty: 4181.009277
	Iteration 41Q: 3 clusters Score -672979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -672985.750000 Penalty: 4181.009277
	Iteration 42Q: 3 clusters Score -672985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -672986.312500 Penalty: 4181.009277
	Iteration 43Q: 3 clusters Score -672986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -672986.312500 Penalty: 4181.009277
	Iteration 44F: 3 clusters Score -672986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 181206 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 956 members 
Entering Unmasked Estep 
Score: -86606368.000000 Penalty: 88682.687500
Splitting cluster 11 changes total score from -86590040.000000 to -86606368.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (181206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181206 members 
Entering Unmasked Estep 
Score: -28449972.000000 Penalty: 3002.632568
	Iteration 0F: 2 clusters Score -2.844997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -28377562.000000 Penalty: 6005.265137
	Iteration 0F: 3 clusters Score -2.837756e+07 nChanged 86874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 97030 members 
Entering Unmasked Estep 
Score: -28428876.000000 Penalty: 6005.265137
	Iteration 1F: 3 clusters Score -2.842888e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 100865 members 
Entering Unmasked Estep 
Score: -28431176.000000 Penalty: 6005.265137
	Iteration 2Q: 3 clusters Score -2.843118e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 106924 members 
Entering Unmasked Estep 
Score: -28434870.000000 Penalty: 6005.265137
	Iteration 3F: 3 clusters Score -2.843487e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -28440848.000000 Penalty: 6005.265137
	Iteration 4F: 3 clusters Score -2.844085e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 125460 members 
Entering Unmasked Estep 
Score: -28448004.000000 Penalty: 6005.265137
	Iteration 5F: 3 clusters Score -2.8448e+07 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 132656 members 
Entering Unmasked Estep 
Score: -28456504.000000 Penalty: 6005.265137
	Iteration 6F: 3 clusters Score -2.84565e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 134967 members 
Entering Unmasked Estep 
Score: -28465088.000000 Penalty: 6005.265137
	Iteration 7F: 3 clusters Score -2.846509e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 133676 members 
Entering Unmasked Estep 
Score: -28468960.000000 Penalty: 6005.265137
	Iteration 8Q: 3 clusters Score -2.846896e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 131423 members 
Entering Unmasked Estep 
Score: -28470322.000000 Penalty: 6005.265137
	Iteration 9Q: 3 clusters Score -2.847032e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 128921 members 
Entering Unmasked Estep 
Score: -28471154.000000 Penalty: 6005.265137
	Iteration 10Q: 3 clusters Score -2.847115e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -28472052.000000 Penalty: 6005.265137
	Iteration 11Q: 3 clusters Score -2.847205e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 123678 members 
Entering Unmasked Estep 
Score: -28473200.000000 Penalty: 6005.265137
	Iteration 12Q: 3 clusters Score -2.84732e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 120993 members 
Entering Unmasked Estep 
Score: -28474240.000000 Penalty: 6005.265137
	Iteration 13Q: 3 clusters Score -2.847424e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62864 members 
Mstep: Class 2 contains 118342 members 
Entering Unmasked Estep 
Score: -28475240.000000 Penalty: 6005.265137
	Iteration 14Q: 3 clusters Score -2.847524e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65404 members 
Mstep: Class 2 contains 115802 members 
Entering Unmasked Estep 
Score: -28476280.000000 Penalty: 6005.265137
	Iteration 15Q: 3 clusters Score -2.847628e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67849 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -28476822.000000 Penalty: 6005.265137
	Iteration 16Q: 3 clusters Score -2.847682e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70101 members 
Mstep: Class 2 contains 111105 members 
Entering Unmasked Estep 
Score: -28477420.000000 Penalty: 6005.265137
	Iteration 17Q: 3 clusters Score -2.847742e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 109050 members 
Entering Unmasked Estep 
Score: -28478048.000000 Penalty: 6005.265137
	Iteration 18Q: 3 clusters Score -2.847805e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -28478248.000000 Penalty: 6005.265137
	Iteration 19Q: 3 clusters Score -2.847825e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75499 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -28478708.000000 Penalty: 6005.265137
	Iteration 20F: 3 clusters Score -2.847871e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 104439 members 
Entering Unmasked Estep 
Score: -28478846.000000 Penalty: 6005.265137
	Iteration 21Q: 3 clusters Score -2.847885e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 103254 members 
Entering Unmasked Estep 
Score: -28478958.000000 Penalty: 6005.265137
	Iteration 22Q: 3 clusters Score -2.847896e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -28479070.000000 Penalty: 6005.265137
	Iteration 23Q: 3 clusters Score -2.847907e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 101258 members 
Entering Unmasked Estep 
Score: -28479210.000000 Penalty: 6005.265137
	Iteration 24Q: 3 clusters Score -2.847921e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 100435 members 
Entering Unmasked Estep 
Score: -28479426.000000 Penalty: 6005.265137
	Iteration 25Q: 3 clusters Score -2.847943e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 99763 members 
Entering Unmasked Estep 
Score: -28479530.000000 Penalty: 6005.265137
	Iteration 26Q: 3 clusters Score -2.847953e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 99171 members 
Entering Unmasked Estep 
Score: -28479684.000000 Penalty: 6005.265137
	Iteration 27Q: 3 clusters Score -2.847968e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -28479764.000000 Penalty: 6005.265137
	Iteration 28Q: 3 clusters Score -2.847976e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -28479790.000000 Penalty: 6005.265137
	Iteration 29Q: 3 clusters Score -2.847979e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -28479820.000000 Penalty: 6005.265137
	Iteration 30Q: 3 clusters Score -2.847982e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 97740 members 
Entering Unmasked Estep 
Score: -28479886.000000 Penalty: 6005.265137
	Iteration 31Q: 3 clusters Score -2.847989e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 97500 members 
Entering Unmasked Estep 
Score: -28479888.000000 Penalty: 6005.265137
	Iteration 32Q: 3 clusters Score -2.847989e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -28479942.000000 Penalty: 6005.265137
	Iteration 33Q: 3 clusters Score -2.847994e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -28479978.000000 Penalty: 6005.265137
	Iteration 34Q: 3 clusters Score -2.847998e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -28479964.000000 Penalty: 6005.265137
	Iteration 35Q: 3 clusters Score -2.847996e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -28479994.000000 Penalty: 6005.265137
	Iteration 36Q: 3 clusters Score -2.847999e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -28480018.000000 Penalty: 6005.265137
	Iteration 37Q: 3 clusters Score -2.848002e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -28480124.000000 Penalty: 6005.265137
	Iteration 38Q: 3 clusters Score -2.848012e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -28480048.000000 Penalty: 6005.265137
	Iteration 39Q: 3 clusters Score -2.848005e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -28480026.000000 Penalty: 6005.265137
	Iteration 40F: 3 clusters Score -2.848003e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -28480014.000000 Penalty: 6005.265137
	Iteration 41Q: 3 clusters Score -2.848001e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -28479994.000000 Penalty: 6005.265137
	Iteration 42Q: 3 clusters Score -2.847999e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 95728 members 
Entering Unmasked Estep 
Score: -28480016.000000 Penalty: 6005.265137
	Iteration 43Q: 3 clusters Score -2.848002e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 95669 members 
Entering Unmasked Estep 
Score: -28480050.000000 Penalty: 6005.265137
	Iteration 44Q: 3 clusters Score -2.848005e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -28480068.000000 Penalty: 6005.265137
	Iteration 45Q: 3 clusters Score -2.848007e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -28480078.000000 Penalty: 6005.265137
	Iteration 46Q: 3 clusters Score -2.848008e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -28480090.000000 Penalty: 6005.265137
	Iteration 47Q: 3 clusters Score -2.848009e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 95435 members 
Entering Unmasked Estep 
Score: -28480066.000000 Penalty: 6005.265137
	Iteration 48Q: 3 clusters Score -2.848007e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -28480098.000000 Penalty: 6005.265137
	Iteration 49Q: 3 clusters Score -2.84801e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85910 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -28480068.000000 Penalty: 6005.265137
	Iteration 50Q: 3 clusters Score -2.848007e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85978 members 
Mstep: Class 2 contains 95228 members 
Entering Unmasked Estep 
Score: -28480082.000000 Penalty: 6005.265137
	Iteration 51Q: 3 clusters Score -2.848008e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 95181 members 
Entering Unmasked Estep 
Score: -28480046.000000 Penalty: 6005.265137
	Iteration 52Q: 3 clusters Score -2.848005e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -28480044.000000 Penalty: 6005.265137
	Iteration 53Q: 3 clusters Score -2.848004e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -28479986.000000 Penalty: 6005.265137
	Iteration 54Q: 3 clusters Score -2.847999e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -28479980.000000 Penalty: 6005.265137
	Iteration 55Q: 3 clusters Score -2.847998e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 95005 members 
Entering Unmasked Estep 
Score: -28480024.000000 Penalty: 6005.265137
	Iteration 56Q: 3 clusters Score -2.848002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -28480026.000000 Penalty: 6005.265137
	Iteration 57Q: 3 clusters Score -2.848003e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -28480048.000000 Penalty: 6005.265137
	Iteration 58Q: 3 clusters Score -2.848005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 94911 members 
Entering Unmasked Estep 
Score: -28480026.000000 Penalty: 6005.265137
	Iteration 59Q: 3 clusters Score -2.848003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -28480040.000000 Penalty: 6005.265137
	Iteration 60F: 3 clusters Score -2.848004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86353 members 
Mstep: Class 2 contains 94853 members 
Entering Unmasked Estep 
Score: -28480038.000000 Penalty: 6005.265137
	Iteration 61Q: 3 clusters Score -2.848004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86379 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -28480050.000000 Penalty: 6005.265137
	Iteration 62Q: 3 clusters Score -2.848005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86418 members 
Mstep: Class 2 contains 94788 members 
Entering Unmasked Estep 
Score: -28480058.000000 Penalty: 6005.265137
	Iteration 63Q: 3 clusters Score -2.848006e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86453 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -28480042.000000 Penalty: 6005.265137
	Iteration 64Q: 3 clusters Score -2.848004e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86475 members 
Mstep: Class 2 contains 94731 members 
Entering Unmasked Estep 
Score: -28480012.000000 Penalty: 6005.265137
	Iteration 65Q: 3 clusters Score -2.848001e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86493 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -28479996.000000 Penalty: 6005.265137
	Iteration 66Q: 3 clusters Score -2.848e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -28480000.000000 Penalty: 6005.265137
	Iteration 67Q: 3 clusters Score -2.848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -28480006.000000 Penalty: 6005.265137
	Iteration 68Q: 3 clusters Score -2.848001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 94660 members 
Entering Unmasked Estep 
Score: -28480022.000000 Penalty: 6005.265137
	Iteration 69Q: 3 clusters Score -2.848002e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 94638 members 
Entering Unmasked Estep 
Score: -28480000.000000 Penalty: 6005.265137
	Iteration 70Q: 3 clusters Score -2.848e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 94615 members 
Entering Unmasked Estep 
Score: -28480008.000000 Penalty: 6005.265137
	Iteration 71Q: 3 clusters Score -2.848001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -28479994.000000 Penalty: 6005.265137
	Iteration 72Q: 3 clusters Score -2.847999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 94590 members 
Entering Unmasked Estep 
Score: -28479988.000000 Penalty: 6005.265137
	Iteration 73Q: 3 clusters Score -2.847999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86628 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -28479986.000000 Penalty: 6005.265137
	Iteration 74Q: 3 clusters Score -2.847999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -28479984.000000 Penalty: 6005.265137
	Iteration 75Q: 3 clusters Score -2.847998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -28479966.000000 Penalty: 6005.265137
	Iteration 76Q: 3 clusters Score -2.847997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 94505 members 
Entering Unmasked Estep 
Score: -28479940.000000 Penalty: 6005.265137
	Iteration 77Q: 3 clusters Score -2.847994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -28479950.000000 Penalty: 6005.265137
	Iteration 78Q: 3 clusters Score -2.847995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86724 members 
Mstep: Class 2 contains 94482 members 
Entering Unmasked Estep 
Score: -28479954.000000 Penalty: 6005.265137
	Iteration 79Q: 3 clusters Score -2.847995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -28479966.000000 Penalty: 6005.265137
	Iteration 80F: 3 clusters Score -2.847997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -28479972.000000 Penalty: 6005.265137
	Iteration 81Q: 3 clusters Score -2.847997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -28479972.000000 Penalty: 6005.265137
	Iteration 82Q: 3 clusters Score -2.847997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 94445 members 
Entering Unmasked Estep 
Score: -28479986.000000 Penalty: 6005.265137
	Iteration 83Q: 3 clusters Score -2.847999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -28479988.000000 Penalty: 6005.265137
	Iteration 84Q: 3 clusters Score -2.847999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 94435 members 
Entering Unmasked Estep 
Score: -28479996.000000 Penalty: 6005.265137
	Iteration 85Q: 3 clusters Score -2.848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86777 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -28479972.000000 Penalty: 6005.265137
	Iteration 86Q: 3 clusters Score -2.847997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -28479966.000000 Penalty: 6005.265137
	Iteration 87Q: 3 clusters Score -2.847997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -28479982.000000 Penalty: 6005.265137
	Iteration 88Q: 3 clusters Score -2.847998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86776 members 
Mstep: Class 2 contains 94430 members 
Entering Unmasked Estep 
Score: -28479982.000000 Penalty: 6005.265137
	Iteration 89Q: 3 clusters Score -2.847998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -28479966.000000 Penalty: 6005.265137
	Iteration 90Q: 3 clusters Score -2.847997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 94421 members 
Entering Unmasked Estep 
Score: -28479970.000000 Penalty: 6005.265137
	Iteration 91Q: 3 clusters Score -2.847997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86794 members 
Mstep: Class 2 contains 94412 members 
Entering Unmasked Estep 
Score: -28479970.000000 Penalty: 6005.265137
	Iteration 92Q: 3 clusters Score -2.847997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -28479952.000000 Penalty: 6005.265137
	Iteration 93Q: 3 clusters Score -2.847995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86803 members 
Mstep: Class 2 contains 94403 members 
Entering Unmasked Estep 
Score: -28479952.000000 Penalty: 6005.265137
	Iteration 94Q: 3 clusters Score -2.847995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 94400 members 
Entering Unmasked Estep 
Score: -28479952.000000 Penalty: 6005.265137
	Iteration 95Q: 3 clusters Score -2.847995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -28479950.000000 Penalty: 6005.265137
	Iteration 96Q: 3 clusters Score -2.847995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -28479950.000000 Penalty: 6005.265137
	Iteration 97Q: 3 clusters Score -2.847995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -28479964.000000 Penalty: 6005.265137
	Iteration 98Q: 3 clusters Score -2.847996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -28479972.000000 Penalty: 6005.265137
	Iteration 99Q: 3 clusters Score -2.847997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -28479968.000000 Penalty: 6005.265137
	Iteration 100F: 3 clusters Score -2.847997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 94393 members 
Entering Unmasked Estep 
Score: -28479964.000000 Penalty: 6005.265137
	Iteration 101Q: 3 clusters Score -2.847996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -28479976.000000 Penalty: 6005.265137
	Iteration 102Q: 3 clusters Score -2.847998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -28479966.000000 Penalty: 6005.265137
	Iteration 103Q: 3 clusters Score -2.847997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 94388 members 
Entering Unmasked Estep 
Score: -28479980.000000 Penalty: 6005.265137
	Iteration 104Q: 3 clusters Score -2.847998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -28479988.000000 Penalty: 6005.265137
	Iteration 105Q: 3 clusters Score -2.847999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -28479988.000000 Penalty: 6005.265137
	Iteration 106F: 3 clusters Score -2.847999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 86817 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 94403 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 94389 members 
Entering Unmasked Estep 
Score: -86635800.000000 Penalty: 91967.234375
Splitting cluster 12 changes total score from -86590040.000000 to -86635800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (94403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Entering Unmasked Estep 
Score: -14716742.000000 Penalty: 2840.921387
	Iteration 0F: 2 clusters Score -1.471674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -14653882.000000 Penalty: 5681.842773
	Iteration 0F: 3 clusters Score -1.465388e+07 nChanged 44197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -14678818.000000 Penalty: 5681.842773
	Iteration 1F: 3 clusters Score -1.467882e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -14679698.000000 Penalty: 5681.842773
	Iteration 2Q: 3 clusters Score -1.46797e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -14681410.000000 Penalty: 5681.842773
	Iteration 3Q: 3 clusters Score -1.468141e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -14684800.000000 Penalty: 5681.842773
	Iteration 4Q: 3 clusters Score -1.46848e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -14689754.000000 Penalty: 5681.842773
	Iteration 5F: 3 clusters Score -1.468975e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -14694825.000000 Penalty: 5681.842773
	Iteration 6F: 3 clusters Score -1.469482e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -14699324.000000 Penalty: 5681.842773
	Iteration 7F: 3 clusters Score -1.469932e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -14702137.000000 Penalty: 5681.842773
	Iteration 8F: 3 clusters Score -1.470214e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -14704017.000000 Penalty: 5681.842773
	Iteration 9F: 3 clusters Score -1.470402e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -14704949.000000 Penalty: 5681.842773
	Iteration 10Q: 3 clusters Score -1.470495e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -14705794.000000 Penalty: 5681.842773
	Iteration 11Q: 3 clusters Score -1.470579e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -14706450.000000 Penalty: 5681.842773
	Iteration 12Q: 3 clusters Score -1.470645e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -14706965.000000 Penalty: 5681.842773
	Iteration 13Q: 3 clusters Score -1.470696e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -14707621.000000 Penalty: 5681.842773
	Iteration 14Q: 3 clusters Score -1.470762e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -14708238.000000 Penalty: 5681.842773
	Iteration 15Q: 3 clusters Score -1.470824e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -14708895.000000 Penalty: 5681.842773
	Iteration 16Q: 3 clusters Score -1.47089e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -14709795.000000 Penalty: 5681.842773
	Iteration 17Q: 3 clusters Score -1.47098e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -14710959.000000 Penalty: 5681.842773
	Iteration 18Q: 3 clusters Score -1.471096e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -14712577.000000 Penalty: 5681.842773
	Iteration 19Q: 3 clusters Score -1.471258e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -14714390.000000 Penalty: 5681.842773
	Iteration 20F: 3 clusters Score -1.471439e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -14716442.000000 Penalty: 5681.842773
	Iteration 21Q: 3 clusters Score -1.471644e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -14718128.000000 Penalty: 5681.842773
	Iteration 22Q: 3 clusters Score -1.471813e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -14718907.000000 Penalty: 5681.842773
	Iteration 23Q: 3 clusters Score -1.471891e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 82240 members 
Entering Unmasked Estep 
Score: -14719258.000000 Penalty: 5681.842773
	Iteration 24Q: 3 clusters Score -1.471926e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -14719425.000000 Penalty: 5681.842773
	Iteration 25Q: 3 clusters Score -1.471942e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -14719616.000000 Penalty: 5681.842773
	Iteration 26Q: 3 clusters Score -1.471962e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -14719735.000000 Penalty: 5681.842773
	Iteration 27Q: 3 clusters Score -1.471974e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -14719824.000000 Penalty: 5681.842773
	Iteration 28Q: 3 clusters Score -1.471982e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 84973 members 
Entering Unmasked Estep 
Score: -14719897.000000 Penalty: 5681.842773
	Iteration 29Q: 3 clusters Score -1.47199e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 85218 members 
Entering Unmasked Estep 
Score: -14719954.000000 Penalty: 5681.842773
	Iteration 30Q: 3 clusters Score -1.471995e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -14719981.000000 Penalty: 5681.842773
	Iteration 31Q: 3 clusters Score -1.471998e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -14720010.000000 Penalty: 5681.842773
	Iteration 32Q: 3 clusters Score -1.472001e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -14720035.000000 Penalty: 5681.842773
	Iteration 33Q: 3 clusters Score -1.472004e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -14720035.000000 Penalty: 5681.842773
	Iteration 34Q: 3 clusters Score -1.472004e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 85852 members 
Entering Unmasked Estep 
Score: -14720021.000000 Penalty: 5681.842773
	Iteration 35Q: 3 clusters Score -1.472002e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 85935 members 
Entering Unmasked Estep 
Score: -14720045.000000 Penalty: 5681.842773
	Iteration 36Q: 3 clusters Score -1.472004e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -14720087.000000 Penalty: 5681.842773
	Iteration 37Q: 3 clusters Score -1.472009e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -14720086.000000 Penalty: 5681.842773
	Iteration 38Q: 3 clusters Score -1.472009e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -14720090.000000 Penalty: 5681.842773
	Iteration 39Q: 3 clusters Score -1.472009e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -14720099.000000 Penalty: 5681.842773
	Iteration 40F: 3 clusters Score -1.47201e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -14720109.000000 Penalty: 5681.842773
	Iteration 41Q: 3 clusters Score -1.472011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -14720093.000000 Penalty: 5681.842773
	Iteration 42Q: 3 clusters Score -1.472009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -14720091.000000 Penalty: 5681.842773
	Iteration 43Q: 3 clusters Score -1.472009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -14720086.000000 Penalty: 5681.842773
	Iteration 44Q: 3 clusters Score -1.472009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -14720087.000000 Penalty: 5681.842773
	Iteration 45Q: 3 clusters Score -1.472009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -14720104.000000 Penalty: 5681.842773
	Iteration 46Q: 3 clusters Score -1.47201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -14720110.000000 Penalty: 5681.842773
	Iteration 47Q: 3 clusters Score -1.472011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -14720104.000000 Penalty: 5681.842773
	Iteration 48Q: 3 clusters Score -1.47201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 86328 members 
Entering Unmasked Estep 
Score: -14720098.000000 Penalty: 5681.842773
	Iteration 49Q: 3 clusters Score -1.47201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -14720084.000000 Penalty: 5681.842773
	Iteration 50Q: 3 clusters Score -1.472008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -14720104.000000 Penalty: 5681.842773
	Iteration 51Q: 3 clusters Score -1.47201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -14720093.000000 Penalty: 5681.842773
	Iteration 52Q: 3 clusters Score -1.472009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -14720102.000000 Penalty: 5681.842773
	Iteration 53Q: 3 clusters Score -1.47201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -14720092.000000 Penalty: 5681.842773
	Iteration 54Q: 3 clusters Score -1.472009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -14720095.000000 Penalty: 5681.842773
	Iteration 55Q: 3 clusters Score -1.47201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -14720105.000000 Penalty: 5681.842773
	Iteration 56Q: 3 clusters Score -1.47201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 86368 members 
Entering Unmasked Estep 
Score: -14720096.000000 Penalty: 5681.842773
	Iteration 57Q: 3 clusters Score -1.47201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 86373 members 
Entering Unmasked Estep 
Score: -14720083.000000 Penalty: 5681.842773
	Iteration 58Q: 3 clusters Score -1.472008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 86379 members 
Entering Unmasked Estep 
Score: -14720098.000000 Penalty: 5681.842773
	Iteration 59Q: 3 clusters Score -1.47201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -14720104.000000 Penalty: 5681.842773
	Iteration 60F: 3 clusters Score -1.47201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -14720093.000000 Penalty: 5681.842773
	Iteration 61Q: 3 clusters Score -1.472009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -14720092.000000 Penalty: 5681.842773
	Iteration 62Q: 3 clusters Score -1.472009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -14720087.000000 Penalty: 5681.842773
	Iteration 63Q: 3 clusters Score -1.472009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 86401 members 
Entering Unmasked Estep 
Score: -14720092.000000 Penalty: 5681.842773
	Iteration 64Q: 3 clusters Score -1.472009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -14720091.000000 Penalty: 5681.842773
	Iteration 65Q: 3 clusters Score -1.472009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 86410 members 
Entering Unmasked Estep 
Score: -14720081.000000 Penalty: 5681.842773
	Iteration 66Q: 3 clusters Score -1.472008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -14720079.000000 Penalty: 5681.842773
	Iteration 67Q: 3 clusters Score -1.472008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -14720095.000000 Penalty: 5681.842773
	Iteration 68Q: 3 clusters Score -1.47201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 86426 members 
Entering Unmasked Estep 
Score: -14720089.000000 Penalty: 5681.842773
	Iteration 69Q: 3 clusters Score -1.472009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -14720076.000000 Penalty: 5681.842773
	Iteration 70Q: 3 clusters Score -1.472008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -14720084.000000 Penalty: 5681.842773
	Iteration 71Q: 3 clusters Score -1.472008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -14720080.000000 Penalty: 5681.842773
	Iteration 72Q: 3 clusters Score -1.472008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -14720082.000000 Penalty: 5681.842773
	Iteration 73Q: 3 clusters Score -1.472008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -14720080.000000 Penalty: 5681.842773
	Iteration 74Q: 3 clusters Score -1.472008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -14720072.000000 Penalty: 5681.842773
	Iteration 75Q: 3 clusters Score -1.472007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -14720072.000000 Penalty: 5681.842773
	Iteration 76F: 3 clusters Score -1.472007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 86817 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 131306 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 94389 members 
Mstep: Class 29 contains 86440 members 
Entering Unmasked Estep 
Score: -86638840.000000 Penalty: 95251.773438
Splitting cluster 14 changes total score from -86590040.000000 to -86638840.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -442290.531250 Penalty: 1984.751221
	Iteration 0F: 2 clusters Score -442290.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -439020.375000 Penalty: 3969.502441
	Iteration 0F: 3 clusters Score -439020.4 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -439738.000000 Penalty: 3969.502441
	Iteration 1F: 3 clusters Score -439738 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -439950.437500 Penalty: 3969.502441
	Iteration 2F: 3 clusters Score -439950.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -440050.218750 Penalty: 3969.502441
	Iteration 3F: 3 clusters Score -440050.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -440112.093750 Penalty: 3969.502441
	Iteration 4Q: 3 clusters Score -440112.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -440167.437500 Penalty: 3969.502441
	Iteration 5Q: 3 clusters Score -440167.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -440215.187500 Penalty: 3969.502441
	Iteration 6Q: 3 clusters Score -440215.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -440273.031250 Penalty: 3969.502441
	Iteration 7Q: 3 clusters Score -440273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -440327.062500 Penalty: 3969.502441
	Iteration 8Q: 3 clusters Score -440327.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -440381.625000 Penalty: 3969.502441
	Iteration 9Q: 3 clusters Score -440381.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -440415.000000 Penalty: 3969.502441
	Iteration 10Q: 3 clusters Score -440415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -440438.375000 Penalty: 3969.502441
	Iteration 11Q: 3 clusters Score -440438.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -440460.281250 Penalty: 3969.502441
	Iteration 12Q: 3 clusters Score -440460.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -440476.312500 Penalty: 3969.502441
	Iteration 13Q: 3 clusters Score -440476.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -440492.625000 Penalty: 3969.502441
	Iteration 14Q: 3 clusters Score -440492.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -440504.343750 Penalty: 3969.502441
	Iteration 15Q: 3 clusters Score -440504.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -440515.718750 Penalty: 3969.502441
	Iteration 16Q: 3 clusters Score -440515.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -440526.968750 Penalty: 3969.502441
	Iteration 17Q: 3 clusters Score -440527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -440533.531250 Penalty: 3969.502441
	Iteration 18Q: 3 clusters Score -440533.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -440537.187500 Penalty: 3969.502441
	Iteration 19Q: 3 clusters Score -440537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -440539.093750 Penalty: 3969.502441
	Iteration 20F: 3 clusters Score -440539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -440540.718750 Penalty: 3969.502441
	Iteration 21Q: 3 clusters Score -440540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -440543.187500 Penalty: 3969.502441
	Iteration 22Q: 3 clusters Score -440543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -440545.875000 Penalty: 3969.502441
	Iteration 23Q: 3 clusters Score -440545.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -440550.750000 Penalty: 3969.502441
	Iteration 24Q: 3 clusters Score -440550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -440554.937500 Penalty: 3969.502441
	Iteration 25Q: 3 clusters Score -440554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -440557.218750 Penalty: 3969.502441
	Iteration 26Q: 3 clusters Score -440557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -440557.875000 Penalty: 3969.502441
	Iteration 27Q: 3 clusters Score -440557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -440560.125000 Penalty: 3969.502441
	Iteration 28Q: 3 clusters Score -440560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -440561.843750 Penalty: 3969.502441
	Iteration 29Q: 3 clusters Score -440561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -440564.906250 Penalty: 3969.502441
	Iteration 30Q: 3 clusters Score -440564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -440567.281250 Penalty: 3969.502441
	Iteration 31Q: 3 clusters Score -440567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -440568.718750 Penalty: 3969.502441
	Iteration 32Q: 3 clusters Score -440568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -440569.812500 Penalty: 3969.502441
	Iteration 33Q: 3 clusters Score -440569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -440570.781250 Penalty: 3969.502441
	Iteration 34Q: 3 clusters Score -440570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -440572.656250 Penalty: 3969.502441
	Iteration 35Q: 3 clusters Score -440572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -440573.843750 Penalty: 3969.502441
	Iteration 36Q: 3 clusters Score -440573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -440574.000000 Penalty: 3969.502441
	Iteration 37Q: 3 clusters Score -440574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -440574.000000 Penalty: 3969.502441
	Iteration 38F: 3 clusters Score -440574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131306 members 
Entering Unmasked Estep 
Score: -20643276.000000 Penalty: 2922.750977
	Iteration 0F: 2 clusters Score -2.064328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -20568918.000000 Penalty: 5845.501953
	Iteration 0F: 3 clusters Score -2.056892e+07 nChanged 62362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -20605846.000000 Penalty: 5845.501953
	Iteration 1F: 3 clusters Score -2.060585e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -20607704.000000 Penalty: 5845.501953
	Iteration 2Q: 3 clusters Score -2.06077e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 73510 members 
Entering Unmasked Estep 
Score: -20610242.000000 Penalty: 5845.501953
	Iteration 3Q: 3 clusters Score -2.061024e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -20613986.000000 Penalty: 5845.501953
	Iteration 4F: 3 clusters Score -2.061399e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -20619722.000000 Penalty: 5845.501953
	Iteration 5F: 3 clusters Score -2.061972e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 91696 members 
Entering Unmasked Estep 
Score: -20627096.000000 Penalty: 5845.501953
	Iteration 6F: 3 clusters Score -2.06271e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -20634730.000000 Penalty: 5845.501953
	Iteration 7F: 3 clusters Score -2.063473e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -20640684.000000 Penalty: 5845.501953
	Iteration 8F: 3 clusters Score -2.064068e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 110167 members 
Entering Unmasked Estep 
Score: -20644150.000000 Penalty: 5845.501953
	Iteration 9Q: 3 clusters Score -2.064415e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 112791 members 
Entering Unmasked Estep 
Score: -20645610.000000 Penalty: 5845.501953
	Iteration 10Q: 3 clusters Score -2.064561e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 114634 members 
Entering Unmasked Estep 
Score: -20646260.000000 Penalty: 5845.501953
	Iteration 11Q: 3 clusters Score -2.064626e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 116150 members 
Entering Unmasked Estep 
Score: -20646460.000000 Penalty: 5845.501953
	Iteration 12Q: 3 clusters Score -2.064646e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 117454 members 
Entering Unmasked Estep 
Score: -20646634.000000 Penalty: 5845.501953
	Iteration 13Q: 3 clusters Score -2.064663e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -20646642.000000 Penalty: 5845.501953
	Iteration 14Q: 3 clusters Score -2.064664e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 119579 members 
Entering Unmasked Estep 
Score: -20646756.000000 Penalty: 5845.501953
	Iteration 15Q: 3 clusters Score -2.064676e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -20646812.000000 Penalty: 5845.501953
	Iteration 16Q: 3 clusters Score -2.064681e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -20646802.000000 Penalty: 5845.501953
	Iteration 17Q: 3 clusters Score -2.06468e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
Score: -20646834.000000 Penalty: 5845.501953
	Iteration 18Q: 3 clusters Score -2.064683e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 122887 members 
Entering Unmasked Estep 
Score: -20646904.000000 Penalty: 5845.501953
	Iteration 19Q: 3 clusters Score -2.06469e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 123502 members 
Entering Unmasked Estep 
Score: -20646964.000000 Penalty: 5845.501953
	Iteration 20F: 3 clusters Score -2.064696e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 123999 members 
Entering Unmasked Estep 
Score: -20646980.000000 Penalty: 5845.501953
	Iteration 21Q: 3 clusters Score -2.064698e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -20646946.000000 Penalty: 5845.501953
	Iteration 22Q: 3 clusters Score -2.064695e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -20646922.000000 Penalty: 5845.501953
	Iteration 23Q: 3 clusters Score -2.064692e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 125143 members 
Entering Unmasked Estep 
Score: -20646944.000000 Penalty: 5845.501953
	Iteration 24Q: 3 clusters Score -2.064694e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -20646926.000000 Penalty: 5845.501953
	Iteration 25Q: 3 clusters Score -2.064693e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 125599 members 
Entering Unmasked Estep 
Score: -20646896.000000 Penalty: 5845.501953
	Iteration 26Q: 3 clusters Score -2.06469e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 125781 members 
Entering Unmasked Estep 
Score: -20646814.000000 Penalty: 5845.501953
	Iteration 27Q: 3 clusters Score -2.064681e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 125932 members 
Entering Unmasked Estep 
Score: -20646774.000000 Penalty: 5845.501953
	Iteration 28Q: 3 clusters Score -2.064677e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 126043 members 
Entering Unmasked Estep 
Score: -20646782.000000 Penalty: 5845.501953
	Iteration 29Q: 3 clusters Score -2.064678e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 126149 members 
Entering Unmasked Estep 
Score: -20646788.000000 Penalty: 5845.501953
	Iteration 30Q: 3 clusters Score -2.064679e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 126230 members 
Entering Unmasked Estep 
Score: -20646772.000000 Penalty: 5845.501953
	Iteration 31Q: 3 clusters Score -2.064677e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 126310 members 
Entering Unmasked Estep 
Score: -20646716.000000 Penalty: 5845.501953
	Iteration 32Q: 3 clusters Score -2.064672e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 126379 members 
Entering Unmasked Estep 
Score: -20646704.000000 Penalty: 5845.501953
	Iteration 33Q: 3 clusters Score -2.06467e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 126450 members 
Entering Unmasked Estep 
Score: -20646666.000000 Penalty: 5845.501953
	Iteration 34Q: 3 clusters Score -2.064667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 126513 members 
Entering Unmasked Estep 
Score: -20646670.000000 Penalty: 5845.501953
	Iteration 35Q: 3 clusters Score -2.064667e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 126576 members 
Entering Unmasked Estep 
Score: -20646668.000000 Penalty: 5845.501953
	Iteration 36Q: 3 clusters Score -2.064667e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 126631 members 
Entering Unmasked Estep 
Score: -20646608.000000 Penalty: 5845.501953
	Iteration 37Q: 3 clusters Score -2.064661e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -20646576.000000 Penalty: 5845.501953
	Iteration 38Q: 3 clusters Score -2.064658e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -20646604.000000 Penalty: 5845.501953
	Iteration 39Q: 3 clusters Score -2.06466e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 126779 members 
Entering Unmasked Estep 
Score: -20646600.000000 Penalty: 5845.501953
	Iteration 40F: 3 clusters Score -2.06466e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -20646586.000000 Penalty: 5845.501953
	Iteration 41Q: 3 clusters Score -2.064659e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 126872 members 
Entering Unmasked Estep 
Score: -20646598.000000 Penalty: 5845.501953
	Iteration 42Q: 3 clusters Score -2.06466e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 126920 members 
Entering Unmasked Estep 
Score: -20646594.000000 Penalty: 5845.501953
	Iteration 43Q: 3 clusters Score -2.064659e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -20646552.000000 Penalty: 5845.501953
	Iteration 44Q: 3 clusters Score -2.064655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -20646546.000000 Penalty: 5845.501953
	Iteration 45Q: 3 clusters Score -2.064655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 127014 members 
Entering Unmasked Estep 
Score: -20646550.000000 Penalty: 5845.501953
	Iteration 46Q: 3 clusters Score -2.064655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 127033 members 
Entering Unmasked Estep 
Score: -20646538.000000 Penalty: 5845.501953
	Iteration 47Q: 3 clusters Score -2.064654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 127044 members 
Entering Unmasked Estep 
Score: -20646538.000000 Penalty: 5845.501953
	Iteration 48Q: 3 clusters Score -2.064654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 127055 members 
Entering Unmasked Estep 
Score: -20646552.000000 Penalty: 5845.501953
	Iteration 49Q: 3 clusters Score -2.064655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 127065 members 
Entering Unmasked Estep 
Score: -20646542.000000 Penalty: 5845.501953
	Iteration 50Q: 3 clusters Score -2.064654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -20646534.000000 Penalty: 5845.501953
	Iteration 51Q: 3 clusters Score -2.064653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 127085 members 
Entering Unmasked Estep 
Score: -20646532.000000 Penalty: 5845.501953
	Iteration 52Q: 3 clusters Score -2.064653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 127092 members 
Entering Unmasked Estep 
Score: -20646504.000000 Penalty: 5845.501953
	Iteration 53Q: 3 clusters Score -2.06465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 127098 members 
Entering Unmasked Estep 
Score: -20646502.000000 Penalty: 5845.501953
	Iteration 54Q: 3 clusters Score -2.06465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 127107 members 
Entering Unmasked Estep 
Score: -20646480.000000 Penalty: 5845.501953
	Iteration 55Q: 3 clusters Score -2.064648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 127119 members 
Entering Unmasked Estep 
Score: -20646478.000000 Penalty: 5845.501953
	Iteration 56Q: 3 clusters Score -2.064648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 127129 members 
Entering Unmasked Estep 
Score: -20646482.000000 Penalty: 5845.501953
	Iteration 57Q: 3 clusters Score -2.064648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 127133 members 
Entering Unmasked Estep 
Score: -20646466.000000 Penalty: 5845.501953
	Iteration 58Q: 3 clusters Score -2.064647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 127140 members 
Entering Unmasked Estep 
Score: -20646468.000000 Penalty: 5845.501953
	Iteration 59Q: 3 clusters Score -2.064647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 127147 members 
Entering Unmasked Estep 
Score: -20646482.000000 Penalty: 5845.501953
	Iteration 60F: 3 clusters Score -2.064648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 127154 members 
Entering Unmasked Estep 
Score: -20646472.000000 Penalty: 5845.501953
	Iteration 61Q: 3 clusters Score -2.064647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 127155 members 
Entering Unmasked Estep 
Score: -20646482.000000 Penalty: 5845.501953
	Iteration 62Q: 3 clusters Score -2.064648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 127156 members 
Entering Unmasked Estep 
Score: -20646476.000000 Penalty: 5845.501953
	Iteration 63Q: 3 clusters Score -2.064648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 127157 members 
Entering Unmasked Estep 
Score: -20646462.000000 Penalty: 5845.501953
	Iteration 64Q: 3 clusters Score -2.064646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 127158 members 
Entering Unmasked Estep 
Score: -20646468.000000 Penalty: 5845.501953
	Iteration 65Q: 3 clusters Score -2.064647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 127159 members 
Entering Unmasked Estep 
Score: -20646468.000000 Penalty: 5845.501953
	Iteration 66Q: 3 clusters Score -2.064647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 127162 members 
Entering Unmasked Estep 
Score: -20646482.000000 Penalty: 5845.501953
	Iteration 67Q: 3 clusters Score -2.064648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 127168 members 
Entering Unmasked Estep 
Score: -20646470.000000 Penalty: 5845.501953
	Iteration 68Q: 3 clusters Score -2.064647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 127172 members 
Entering Unmasked Estep 
Score: -20646480.000000 Penalty: 5845.501953
	Iteration 69Q: 3 clusters Score -2.064648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 127177 members 
Entering Unmasked Estep 
Score: -20646494.000000 Penalty: 5845.501953
	Iteration 70Q: 3 clusters Score -2.064649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 127179 members 
Entering Unmasked Estep 
Score: -20646500.000000 Penalty: 5845.501953
	Iteration 71Q: 3 clusters Score -2.06465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 127179 members 
Entering Unmasked Estep 
Score: -20646492.000000 Penalty: 5845.501953
	Iteration 72Q: 3 clusters Score -2.064649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 127180 members 
Entering Unmasked Estep 
Score: -20646498.000000 Penalty: 5845.501953
	Iteration 73Q: 3 clusters Score -2.06465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 127182 members 
Entering Unmasked Estep 
Score: -20646498.000000 Penalty: 5845.501953
	Iteration 74Q: 3 clusters Score -2.06465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 127182 members 
Entering Unmasked Estep 
Score: -20646498.000000 Penalty: 5845.501953
	Iteration 75F: 3 clusters Score -2.06465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 86817 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 1049 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 94389 members 
Mstep: Class 29 contains 86440 members 
Mstep: Class 30 contains 127182 members 
Entering Unmasked Estep 
Score: -86641544.000000 Penalty: 98536.320312
Splitting cluster 16 changes total score from -86590040.000000 to -86641544.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -103027.710938 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -103027.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -101539.109375 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -101539.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103285.171875 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -103285.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105197.742188 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -105197.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106808.875000 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -106808.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -109040.125000 Penalty: 3449.973877
	Iteration 4F: 3 clusters Score -109040.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -109201.929688 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -109201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -109230.195312 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -109230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -109244.093750 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -109244.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -109286.617188 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -109286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -109431.171875 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -109431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -109457.414062 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -109457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -109457.414062 Penalty: 3449.973877
	Iteration 11F: 3 clusters Score -109457.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 86817 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 94389 members 
Mstep: Class 29 contains 86440 members 
Mstep: Class 30 contains 127182 members 
Mstep: Class 31 contains 338 members 
Entering Unmasked Estep 
Score: -86646368.000000 Penalty: 101820.867188
Splitting cluster 17 changes total score from -86590040.000000 to -86646368.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -726772.500000 Penalty: 2110.122070
	Iteration 0F: 2 clusters Score -726772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -722328.375000 Penalty: 4220.244141
	Iteration 0F: 3 clusters Score -722328.4 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -723694.125000 Penalty: 4220.244141
	Iteration 1F: 3 clusters Score -723694.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -724771.125000 Penalty: 4220.244141
	Iteration 2F: 3 clusters Score -724771.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -726625.062500 Penalty: 4220.244141
	Iteration 3F: 3 clusters Score -726625.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -728428.812500 Penalty: 4220.244141
	Iteration 4F: 3 clusters Score -728428.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -729290.625000 Penalty: 4220.244141
	Iteration 5F: 3 clusters Score -729290.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -729827.437500 Penalty: 4220.244141
	Iteration 6F: 3 clusters Score -729827.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -730233.937500 Penalty: 4220.244141
	Iteration 7Q: 3 clusters Score -730233.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -730467.937500 Penalty: 4220.244141
	Iteration 8Q: 3 clusters Score -730467.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -730519.875000 Penalty: 4220.244141
	Iteration 9Q: 3 clusters Score -730519.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -730530.125000 Penalty: 4220.244141
	Iteration 10Q: 3 clusters Score -730530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -730535.687500 Penalty: 4220.244141
	Iteration 11Q: 3 clusters Score -730535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -730536.062500 Penalty: 4220.244141
	Iteration 12Q: 3 clusters Score -730536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -730537.125000 Penalty: 4220.244141
	Iteration 13Q: 3 clusters Score -730537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -730539.625000 Penalty: 4220.244141
	Iteration 14Q: 3 clusters Score -730539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -730540.312500 Penalty: 4220.244141
	Iteration 15Q: 3 clusters Score -730540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -730540.250000 Penalty: 4220.244141
	Iteration 16Q: 3 clusters Score -730540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -730540.250000 Penalty: 4220.244141
	Iteration 17F: 3 clusters Score -730540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 86817 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 38838 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 94389 members 
Mstep: Class 29 contains 86440 members 
Mstep: Class 30 contains 127182 members 
Mstep: Class 31 contains 338 members 
Mstep: Class 32 contains 2342 members 
Entering Unmasked Estep 
Score: -86649136.000000 Penalty: 105105.406250
Splitting cluster 18 changes total score from -86590040.000000 to -86649136.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (38838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Entering Unmasked Estep 
Score: -6009457.500000 Penalty: 2620.654297
	Iteration 0F: 2 clusters Score -6009458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -5983052.500000 Penalty: 5241.308594
	Iteration 0F: 3 clusters Score -5983052 nChanged 17779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -5992943.500000 Penalty: 5241.308594
	Iteration 1F: 3 clusters Score -5992944 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -5993714.500000 Penalty: 5241.308594
	Iteration 2Q: 3 clusters Score -5993714 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5994552.500000 Penalty: 5241.308594
	Iteration 3Q: 3 clusters Score -5994552 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -5995659.500000 Penalty: 5241.308594
	Iteration 4F: 3 clusters Score -5995660 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5997178.500000 Penalty: 5241.308594
	Iteration 5F: 3 clusters Score -5997178 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -5999099.500000 Penalty: 5241.308594
	Iteration 6F: 3 clusters Score -5999100 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -6001104.000000 Penalty: 5241.308594
	Iteration 7F: 3 clusters Score -6001104 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -6003003.500000 Penalty: 5241.308594
	Iteration 8F: 3 clusters Score -6003004 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -6004530.000000 Penalty: 5241.308594
	Iteration 9F: 3 clusters Score -6004530 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -6005641.500000 Penalty: 5241.308594
	Iteration 10Q: 3 clusters Score -6005642 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -6006365.000000 Penalty: 5241.308594
	Iteration 11Q: 3 clusters Score -6006365 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -6006872.000000 Penalty: 5241.308594
	Iteration 12Q: 3 clusters Score -6006872 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -6007217.000000 Penalty: 5241.308594
	Iteration 13Q: 3 clusters Score -6007217 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -6007483.000000 Penalty: 5241.308594
	Iteration 14Q: 3 clusters Score -6007483 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -6007659.000000 Penalty: 5241.308594
	Iteration 15Q: 3 clusters Score -6007659 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -6007821.000000 Penalty: 5241.308594
	Iteration 16Q: 3 clusters Score -6007821 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -6007901.000000 Penalty: 5241.308594
	Iteration 17Q: 3 clusters Score -6007901 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -6008005.000000 Penalty: 5241.308594
	Iteration 18Q: 3 clusters Score -6008005 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -6008110.000000 Penalty: 5241.308594
	Iteration 19Q: 3 clusters Score -6008110 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -6008223.500000 Penalty: 5241.308594
	Iteration 20F: 3 clusters Score -6008224 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -6008344.500000 Penalty: 5241.308594
	Iteration 21Q: 3 clusters Score -6008344 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -6008550.500000 Penalty: 5241.308594
	Iteration 22Q: 3 clusters Score -6008550 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6008758.000000 Penalty: 5241.308594
	Iteration 23Q: 3 clusters Score -6008758 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -6008943.500000 Penalty: 5241.308594
	Iteration 24Q: 3 clusters Score -6008944 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -6009084.000000 Penalty: 5241.308594
	Iteration 25Q: 3 clusters Score -6009084 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -6009140.500000 Penalty: 5241.308594
	Iteration 26Q: 3 clusters Score -6009140 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -6009182.000000 Penalty: 5241.308594
	Iteration 27Q: 3 clusters Score -6009182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -6009229.500000 Penalty: 5241.308594
	Iteration 28Q: 3 clusters Score -6009230 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -6009300.500000 Penalty: 5241.308594
	Iteration 29Q: 3 clusters Score -6009300 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -6009333.500000 Penalty: 5241.308594
	Iteration 30Q: 3 clusters Score -6009334 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -6009392.500000 Penalty: 5241.308594
	Iteration 31Q: 3 clusters Score -6009392 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -6009462.000000 Penalty: 5241.308594
	Iteration 32Q: 3 clusters Score -6009462 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -6009531.500000 Penalty: 5241.308594
	Iteration 33Q: 3 clusters Score -6009532 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -6009599.000000 Penalty: 5241.308594
	Iteration 34Q: 3 clusters Score -6009599 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -6009663.000000 Penalty: 5241.308594
	Iteration 35Q: 3 clusters Score -6009663 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -6009697.000000 Penalty: 5241.308594
	Iteration 36Q: 3 clusters Score -6009697 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -6009749.500000 Penalty: 5241.308594
	Iteration 37Q: 3 clusters Score -6009750 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -6009762.000000 Penalty: 5241.308594
	Iteration 38Q: 3 clusters Score -6009762 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -6009800.500000 Penalty: 5241.308594
	Iteration 39Q: 3 clusters Score -6009800 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -6009862.000000 Penalty: 5241.308594
	Iteration 40F: 3 clusters Score -6009862 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -6009882.000000 Penalty: 5241.308594
	Iteration 41Q: 3 clusters Score -6009882 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -6009906.000000 Penalty: 5241.308594
	Iteration 42Q: 3 clusters Score -6009906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -6009921.000000 Penalty: 5241.308594
	Iteration 43Q: 3 clusters Score -6009921 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -6009928.500000 Penalty: 5241.308594
	Iteration 44Q: 3 clusters Score -6009928 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -6009958.500000 Penalty: 5241.308594
	Iteration 45Q: 3 clusters Score -6009958 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -6009965.500000 Penalty: 5241.308594
	Iteration 46Q: 3 clusters Score -6009966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -6009974.000000 Penalty: 5241.308594
	Iteration 47Q: 3 clusters Score -6009974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -6009993.000000 Penalty: 5241.308594
	Iteration 48Q: 3 clusters Score -6009993 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -6010012.500000 Penalty: 5241.308594
	Iteration 49Q: 3 clusters Score -6010012 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -6010013.000000 Penalty: 5241.308594
	Iteration 50Q: 3 clusters Score -6010013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -6010016.000000 Penalty: 5241.308594
	Iteration 51Q: 3 clusters Score -6010016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -6010007.500000 Penalty: 5241.308594
	Iteration 52Q: 3 clusters Score -6010008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -6010025.000000 Penalty: 5241.308594
	Iteration 53Q: 3 clusters Score -6010025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -6010040.500000 Penalty: 5241.308594
	Iteration 54Q: 3 clusters Score -6010040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -6010033.500000 Penalty: 5241.308594
	Iteration 55Q: 3 clusters Score -6010034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -6010032.500000 Penalty: 5241.308594
	Iteration 56Q: 3 clusters Score -6010032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -6010032.500000 Penalty: 5241.308594
	Iteration 57Q: 3 clusters Score -6010032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -6010041.500000 Penalty: 5241.308594
	Iteration 58Q: 3 clusters Score -6010042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -6010038.500000 Penalty: 5241.308594
	Iteration 59Q: 3 clusters Score -6010038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -6010037.500000 Penalty: 5241.308594
	Iteration 60F: 3 clusters Score -6010038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -6010037.500000 Penalty: 5241.308594
	Iteration 61Q: 3 clusters Score -6010038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -6010047.500000 Penalty: 5241.308594
	Iteration 62Q: 3 clusters Score -6010048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -6010047.500000 Penalty: 5241.308594
	Iteration 63Q: 3 clusters Score -6010048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -6010034.500000 Penalty: 5241.308594
	Iteration 64Q: 3 clusters Score -6010034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -6010032.000000 Penalty: 5241.308594
	Iteration 65Q: 3 clusters Score -6010032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -6010033.000000 Penalty: 5241.308594
	Iteration 66Q: 3 clusters Score -6010033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -6010036.000000 Penalty: 5241.308594
	Iteration 67Q: 3 clusters Score -6010036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -6010041.000000 Penalty: 5241.308594
	Iteration 68Q: 3 clusters Score -6010041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -6010041.500000 Penalty: 5241.308594
	Iteration 69Q: 3 clusters Score -6010042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -6010039.500000 Penalty: 5241.308594
	Iteration 70Q: 3 clusters Score -6010040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -6010037.500000 Penalty: 5241.308594
	Iteration 71Q: 3 clusters Score -6010038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -6010034.000000 Penalty: 5241.308594
	Iteration 72Q: 3 clusters Score -6010034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -6010031.500000 Penalty: 5241.308594
	Iteration 73Q: 3 clusters Score -6010032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -6010033.500000 Penalty: 5241.308594
	Iteration 74Q: 3 clusters Score -6010034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -6010038.000000 Penalty: 5241.308594
	Iteration 75Q: 3 clusters Score -6010038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -6010040.000000 Penalty: 5241.308594
	Iteration 76Q: 3 clusters Score -6010040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -6010035.500000 Penalty: 5241.308594
	Iteration 77Q: 3 clusters Score -6010036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -6010042.500000 Penalty: 5241.308594
	Iteration 78Q: 3 clusters Score -6010042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -6010040.500000 Penalty: 5241.308594
	Iteration 79Q: 3 clusters Score -6010040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -6010040.000000 Penalty: 5241.308594
	Iteration 80F: 3 clusters Score -6010040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -6010036.500000 Penalty: 5241.308594
	Iteration 81Q: 3 clusters Score -6010036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -6010043.000000 Penalty: 5241.308594
	Iteration 82Q: 3 clusters Score -6010043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -6010034.000000 Penalty: 5241.308594
	Iteration 83Q: 3 clusters Score -6010034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -6010036.000000 Penalty: 5241.308594
	Iteration 84Q: 3 clusters Score -6010036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -6010034.500000 Penalty: 5241.308594
	Iteration 85Q: 3 clusters Score -6010034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -6010033.000000 Penalty: 5241.308594
	Iteration 86Q: 3 clusters Score -6010033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -6010033.500000 Penalty: 5241.308594
	Iteration 87Q: 3 clusters Score -6010034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -6010036.500000 Penalty: 5241.308594
	Iteration 88Q: 3 clusters Score -6010036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -6010030.000000 Penalty: 5241.308594
	Iteration 89Q: 3 clusters Score -6010030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -6010038.000000 Penalty: 5241.308594
	Iteration 90Q: 3 clusters Score -6010038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -6010035.500000 Penalty: 5241.308594
	Iteration 91Q: 3 clusters Score -6010036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -6010039.500000 Penalty: 5241.308594
	Iteration 92Q: 3 clusters Score -6010040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -6010039.000000 Penalty: 5241.308594
	Iteration 93Q: 3 clusters Score -6010039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -6010040.500000 Penalty: 5241.308594
	Iteration 94Q: 3 clusters Score -6010040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -6010040.500000 Penalty: 5241.308594
	Iteration 95F: 3 clusters Score -6010040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 86817 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 29256 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 18972 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 94389 members 
Mstep: Class 29 contains 86440 members 
Mstep: Class 30 contains 127182 members 
Mstep: Class 31 contains 338 members 
Mstep: Class 32 contains 2342 members 
Mstep: Class 33 contains 9582 members 
Entering Unmasked Estep 
Score: -86649352.000000 Penalty: 108389.953125
Splitting cluster 19 changes total score from -86590040.000000 to -86649352.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (18972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Entering Unmasked Estep 
Score: -2898007.750000 Penalty: 2442.978516
	Iteration 0F: 2 clusters Score -2898008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2884596.250000 Penalty: 4885.957031
	Iteration 0F: 3 clusters Score -2884596 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2889459.000000 Penalty: 4885.957031
	Iteration 1F: 3 clusters Score -2889459 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2890172.750000 Penalty: 4885.957031
	Iteration 2F: 3 clusters Score -2890173 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2891024.250000 Penalty: 4885.957031
	Iteration 3F: 3 clusters Score -2891024 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2892169.250000 Penalty: 4885.957031
	Iteration 4F: 3 clusters Score -2892169 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2893385.750000 Penalty: 4885.957031
	Iteration 5F: 3 clusters Score -2893386 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2894597.500000 Penalty: 4885.957031
	Iteration 6F: 3 clusters Score -2894598 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2895749.750000 Penalty: 4885.957031
	Iteration 7F: 3 clusters Score -2895750 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2896678.750000 Penalty: 4885.957031
	Iteration 8F: 3 clusters Score -2896679 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2897315.250000 Penalty: 4885.957031
	Iteration 9Q: 3 clusters Score -2897315 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2897785.250000 Penalty: 4885.957031
	Iteration 10Q: 3 clusters Score -2897785 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2898146.750000 Penalty: 4885.957031
	Iteration 11Q: 3 clusters Score -2898147 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2898399.250000 Penalty: 4885.957031
	Iteration 12Q: 3 clusters Score -2898399 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2898540.750000 Penalty: 4885.957031
	Iteration 13Q: 3 clusters Score -2898541 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2898651.500000 Penalty: 4885.957031
	Iteration 14Q: 3 clusters Score -2898652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2898700.250000 Penalty: 4885.957031
	Iteration 15Q: 3 clusters Score -2898700 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2898734.500000 Penalty: 4885.957031
	Iteration 16Q: 3 clusters Score -2898734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2898759.000000 Penalty: 4885.957031
	Iteration 17Q: 3 clusters Score -2898759 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2898782.750000 Penalty: 4885.957031
	Iteration 18Q: 3 clusters Score -2898783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2898797.500000 Penalty: 4885.957031
	Iteration 19Q: 3 clusters Score -2898798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2898810.250000 Penalty: 4885.957031
	Iteration 20F: 3 clusters Score -2898810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2898815.500000 Penalty: 4885.957031
	Iteration 21Q: 3 clusters Score -2898816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2898815.250000 Penalty: 4885.957031
	Iteration 22Q: 3 clusters Score -2898815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2898806.500000 Penalty: 4885.957031
	Iteration 23Q: 3 clusters Score -2898806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2898811.250000 Penalty: 4885.957031
	Iteration 24Q: 3 clusters Score -2898811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2898812.250000 Penalty: 4885.957031
	Iteration 25Q: 3 clusters Score -2898812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2898812.250000 Penalty: 4885.957031
	Iteration 26F: 3 clusters Score -2898812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 86817 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 29256 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 11945 members 
Mstep: Class 22 contains 4286 members 
Mstep: Class 23 contains 1531 members 
Mstep: Class 24 contains 7180 members 
Mstep: Class 25 contains 1021 members 
Mstep: Class 26 contains 1459 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 94389 members 
Mstep: Class 29 contains 86440 members 
Mstep: Class 30 contains 127182 members 
Mstep: Class 31 contains 338 members 
Mstep: Class 32 contains 2342 members 
Mstep: Class 33 contains 9582 members 
Mstep: Class 34 contains 7027 members 
Entering Unmasked Estep 
Score: -86649120.000000 Penalty: 111674.500000
Splitting cluster 21 changes total score from -86590040.000000 to -86649120.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 1115 members 
Mstep: Class 4 contains 16372 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 2078 members 
Mstep: Class 8 contains 36659 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 783 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 86817 members 
Mstep: Class 14 contains 7963 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 16 contains 4124 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 29256 members 
Mstep: Class 21 contains 11945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86668368.000000 Penalty: 111674.500000
Iteration 39Q: 35 clusters Score -8.666837e+07 nChanged 27476
Entering Unmasked Mstep 
Mstep: Class 0 contains 359 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1263 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 17774 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 2042 members 
Mstep: Class 8 contains 37051 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 87775 members 
Mstep: Class 13 contains 2174 members 
Mstep: Class 14 contains 8329 members 
Mstep: Class 15 contains 3044 members 
Mstep: Class 16 contains 4914 members 
Mstep: Class 17 contains 797 members 
Mstep: Class 18 contains 3003 members 
Mstep: Class 19 contains 29363 members 
Mstep: Class 20 contains 531 members 
Mstep: Class 21 contains 11546 members 
Mstep: Class 22 contains 4158 members 
Mstep: Class 23 contains 1502 members 
Mstep: Class 24 contains 6923 members 
Mstep: Class 25 contains 1327 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 1538 members 
Mstep: Class 28 contains 101689 members 
Mstep: Class 29 contains 84329 members 
Mstep: Class 30 contains 117726 members 
Mstep: Class 31 contains 286 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 9533 members 
Mstep: Class 34 contains 6359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688840.000000 Penalty: 111674.500000
Iteration 40F: 35 clusters Score -8.668884e+07 nChanged 24335
Entering Unmasked Mstep 
Mstep: Class 0 contains 318 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 17538 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 35762 members 
Mstep: Class 9 contains 6114 members 
Mstep: Class 10 contains 970 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 87574 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 8545 members 
Mstep: Class 15 contains 2928 members 
Mstep: Class 16 contains 5277 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 28410 members 
Mstep: Class 20 contains 534 members 
Mstep: Class 21 contains 11055 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 1502 members 
Mstep: Class 24 contains 7378 members 
Mstep: Class 25 contains 1628 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 1946 members 
Mstep: Class 28 contains 108975 members 
Mstep: Class 29 contains 84307 members 
Mstep: Class 30 contains 111578 members 
Mstep: Class 31 contains 288 members 
Mstep: Class 32 contains 1873 members 
Mstep: Class 33 contains 9576 members 
Mstep: Class 34 contains 6561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86697432.000000 Penalty: 111674.500000
Iteration 41Q: 35 clusters Score -8.669743e+07 nChanged 19328
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1391 members 
Mstep: Class 3 contains 874 members 
Mstep: Class 4 contains 17340 members 
Mstep: Class 5 contains 696 members 
Mstep: Class 6 contains 1235 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 35207 members 
Mstep: Class 9 contains 6013 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 4504 members 
Mstep: Class 12 contains 89637 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 14 contains 8789 members 
Mstep: Class 15 contains 2860 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 909 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 27734 members 
Mstep: Class 20 contains 506 members 
Mstep: Class 21 contains 10841 members 
Mstep: Class 22 contains 4336 members 
Mstep: Class 23 contains 1503 members 
Mstep: Class 24 contains 7666 members 
Mstep: Class 25 contains 1732 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 2194 members 
Mstep: Class 28 contains 114253 members 
Mstep: Class 29 contains 83750 members 
Mstep: Class 30 contains 104847 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 1791 members 
Mstep: Class 33 contains 9699 members 
Mstep: Class 34 contains 6700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701744.000000 Penalty: 111674.500000
Iteration 42Q: 35 clusters Score -8.670174e+07 nChanged 19034
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 866 members 
Mstep: Class 4 contains 17111 members 
Mstep: Class 5 contains 696 members 
Mstep: Class 6 contains 1222 members 
Mstep: Class 7 contains 2063 members 
Mstep: Class 8 contains 34803 members 
Mstep: Class 9 contains 5968 members 
Mstep: Class 10 contains 944 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 92940 members 
Mstep: Class 13 contains 2270 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 2825 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 19 contains 27164 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 10723 members 
Mstep: Class 22 contains 4489 members 
Mstep: Class 23 contains 1503 members 
Mstep: Class 24 contains 7862 members 
Mstep: Class 25 contains 1805 members 
Mstep: Class 26 contains 1611 members 
Mstep: Class 27 contains 2372 members 
Mstep: Class 28 contains 118679 members 
Mstep: Class 29 contains 82956 members 
Mstep: Class 30 contains 97921 members 
Mstep: Class 31 contains 292 members 
Mstep: Class 32 contains 1737 members 
Mstep: Class 33 contains 9845 members 
Mstep: Class 34 contains 6801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703256.000000 Penalty: 111674.500000
Iteration 43Q: 35 clusters Score -8.670326e+07 nChanged 18959
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 873 members 
Mstep: Class 4 contains 16938 members 
Mstep: Class 5 contains 698 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 2045 members 
Mstep: Class 8 contains 34566 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 909 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 97159 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 9357 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 922 members 
Mstep: Class 18 contains 3481 members 
Mstep: Class 19 contains 26656 members 
Mstep: Class 20 contains 483 members 
Mstep: Class 21 contains 10696 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 1504 members 
Mstep: Class 24 contains 7979 members 
Mstep: Class 25 contains 1853 members 
Mstep: Class 26 contains 1659 members 
Mstep: Class 27 contains 2514 members 
Mstep: Class 28 contains 122054 members 
Mstep: Class 29 contains 82171 members 
Mstep: Class 30 contains 90988 members 
Mstep: Class 31 contains 300 members 
Mstep: Class 32 contains 1699 members 
Mstep: Class 33 contains 9988 members 
Mstep: Class 34 contains 6904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702888.000000 Penalty: 111674.500000
Iteration 44Q: 35 clusters Score -8.670289e+07 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1320 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 16851 members 
Mstep: Class 5 contains 700 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 2033 members 
Mstep: Class 8 contains 34405 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 877 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 12 contains 102194 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 14 contains 9585 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 925 members 
Mstep: Class 18 contains 3513 members 
Mstep: Class 19 contains 26242 members 
Mstep: Class 20 contains 479 members 
Mstep: Class 21 contains 10707 members 
Mstep: Class 22 contains 4757 members 
Mstep: Class 23 contains 1502 members 
Mstep: Class 24 contains 8069 members 
Mstep: Class 25 contains 1877 members 
Mstep: Class 26 contains 1697 members 
Mstep: Class 27 contains 2624 members 
Mstep: Class 28 contains 124091 members 
Mstep: Class 29 contains 81807 members 
Mstep: Class 30 contains 84052 members 
Mstep: Class 31 contains 304 members 
Mstep: Class 32 contains 1678 members 
Mstep: Class 33 contains 10146 members 
Mstep: Class 34 contains 7037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702536.000000 Penalty: 111674.500000
Iteration 45Q: 35 clusters Score -8.670254e+07 nChanged 18244
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 867 members 
Mstep: Class 4 contains 16899 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 1193 members 
Mstep: Class 7 contains 2013 members 
Mstep: Class 8 contains 34318 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 4731 members 
Mstep: Class 12 contains 108072 members 
Mstep: Class 13 contains 2362 members 
Mstep: Class 14 contains 9819 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 932 members 
Mstep: Class 18 contains 3555 members 
Mstep: Class 19 contains 25932 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 10717 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 1503 members 
Mstep: Class 24 contains 8152 members 
Mstep: Class 25 contains 1896 members 
Mstep: Class 26 contains 1721 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 124149 members 
Mstep: Class 29 contains 81744 members 
Mstep: Class 30 contains 77728 members 
Mstep: Class 31 contains 307 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 10293 members 
Mstep: Class 34 contains 7206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701712.000000 Penalty: 111674.500000
Iteration 46Q: 35 clusters Score -8.670171e+07 nChanged 17084
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1299 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 17012 members 
Mstep: Class 5 contains 698 members 
Mstep: Class 6 contains 1183 members 
Mstep: Class 7 contains 1995 members 
Mstep: Class 8 contains 34311 members 
Mstep: Class 9 contains 5913 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 4738 members 
Mstep: Class 12 contains 114589 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 5479 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 3579 members 
Mstep: Class 19 contains 25639 members 
Mstep: Class 20 contains 483 members 
Mstep: Class 21 contains 10724 members 
Mstep: Class 22 contains 4990 members 
Mstep: Class 23 contains 1509 members 
Mstep: Class 24 contains 8203 members 
Mstep: Class 25 contains 1913 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 122181 members 
Mstep: Class 29 contains 81742 members 
Mstep: Class 30 contains 72535 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 1638 members 
Mstep: Class 33 contains 10429 members 
Mstep: Class 34 contains 7398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702376.000000 Penalty: 111674.500000
Iteration 47Q: 35 clusters Score -8.670238e+07 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 17153 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 1184 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 34257 members 
Mstep: Class 9 contains 5921 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 4745 members 
Mstep: Class 12 contains 121325 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 2756 members 
Mstep: Class 16 contains 5446 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 3600 members 
Mstep: Class 19 contains 25382 members 
Mstep: Class 20 contains 487 members 
Mstep: Class 21 contains 10744 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 1507 members 
Mstep: Class 24 contains 8234 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 2828 members 
Mstep: Class 28 contains 118458 members 
Mstep: Class 29 contains 81894 members 
Mstep: Class 30 contains 68797 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 10556 members 
Mstep: Class 34 contains 7588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703040.000000 Penalty: 111674.500000
Iteration 48Q: 35 clusters Score -8.670304e+07 nChanged 13969
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 877 members 
Mstep: Class 4 contains 17329 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 34169 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 795 members 
Mstep: Class 11 contains 4748 members 
Mstep: Class 12 contains 127637 members 
Mstep: Class 13 contains 2413 members 
Mstep: Class 14 contains 10467 members 
Mstep: Class 15 contains 2755 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 934 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 25124 members 
Mstep: Class 20 contains 488 members 
Mstep: Class 21 contains 10753 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 1496 members 
Mstep: Class 24 contains 8276 members 
Mstep: Class 25 contains 1937 members 
Mstep: Class 26 contains 1793 members 
Mstep: Class 27 contains 2870 members 
Mstep: Class 28 contains 114042 members 
Mstep: Class 29 contains 82072 members 
Mstep: Class 30 contains 66173 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 10697 members 
Mstep: Class 34 contains 7788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702880.000000 Penalty: 111674.500000
Iteration 49Q: 35 clusters Score -8.670288e+07 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1283 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 17534 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 1215 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 34093 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 779 members 
Mstep: Class 11 contains 4764 members 
Mstep: Class 12 contains 132826 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 3633 members 
Mstep: Class 19 contains 24823 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 10779 members 
Mstep: Class 22 contains 5240 members 
Mstep: Class 23 contains 1478 members 
Mstep: Class 24 contains 8315 members 
Mstep: Class 25 contains 1949 members 
Mstep: Class 26 contains 1820 members 
Mstep: Class 27 contains 2907 members 
Mstep: Class 28 contains 109914 members 
Mstep: Class 29 contains 82517 members 
Mstep: Class 30 contains 64119 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 10847 members 
Mstep: Class 34 contains 8005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701496.000000 Penalty: 111674.500000
Iteration 50Q: 35 clusters Score -8.67015e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 17705 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 34049 members 
Mstep: Class 9 contains 5920 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 4770 members 
Mstep: Class 12 contains 136217 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 10764 members 
Mstep: Class 15 contains 2757 members 
Mstep: Class 16 contains 5359 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 24559 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 10787 members 
Mstep: Class 22 contains 5326 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8352 members 
Mstep: Class 25 contains 1962 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 2924 members 
Mstep: Class 28 contains 106445 members 
Mstep: Class 29 contains 83453 members 
Mstep: Class 30 contains 62731 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 10997 members 
Mstep: Class 34 contains 8224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86700416.000000 Penalty: 111674.500000
Iteration 51Q: 35 clusters Score -8.670042e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 17842 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 1253 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 34029 members 
Mstep: Class 9 contains 5926 members 
Mstep: Class 10 contains 765 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 138331 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 10948 members 
Mstep: Class 15 contains 2763 members 
Mstep: Class 16 contains 5343 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 24287 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 10799 members 
Mstep: Class 22 contains 5415 members 
Mstep: Class 23 contains 1430 members 
Mstep: Class 24 contains 8385 members 
Mstep: Class 25 contains 1978 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 2931 members 
Mstep: Class 28 contains 103444 members 
Mstep: Class 29 contains 84731 members 
Mstep: Class 30 contains 61775 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 11129 members 
Mstep: Class 34 contains 8451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86699552.000000 Penalty: 111674.500000
Iteration 52Q: 35 clusters Score -8.669955e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 911 members 
Mstep: Class 4 contains 17993 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 1874 members 
Mstep: Class 8 contains 34047 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 139111 members 
Mstep: Class 13 contains 2425 members 
Mstep: Class 14 contains 11191 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 5324 members 
Mstep: Class 17 contains 941 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 24006 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 5478 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 8399 members 
Mstep: Class 25 contains 1989 members 
Mstep: Class 26 contains 1888 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 101085 members 
Mstep: Class 29 contains 86186 members 
Mstep: Class 30 contains 61256 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 11247 members 
Mstep: Class 34 contains 8701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86698312.000000 Penalty: 111674.500000
Iteration 53Q: 35 clusters Score -8.669831e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 915 members 
Mstep: Class 4 contains 18153 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1863 members 
Mstep: Class 8 contains 34068 members 
Mstep: Class 9 contains 5920 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 138842 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 11469 members 
Mstep: Class 15 contains 2783 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 23647 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 10854 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 1433 members 
Mstep: Class 24 contains 8409 members 
Mstep: Class 25 contains 1992 members 
Mstep: Class 26 contains 1896 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 99369 members 
Mstep: Class 29 contains 87808 members 
Mstep: Class 30 contains 60966 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 11403 members 
Mstep: Class 34 contains 8965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86697712.000000 Penalty: 111674.500000
Iteration 54Q: 35 clusters Score -8.669771e+07 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 18339 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 34109 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 749 members 
Mstep: Class 11 contains 4828 members 
Mstep: Class 12 contains 137825 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 2797 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 3683 members 
Mstep: Class 19 contains 23230 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 10876 members 
Mstep: Class 22 contains 5587 members 
Mstep: Class 23 contains 1433 members 
Mstep: Class 24 contains 8426 members 
Mstep: Class 25 contains 2001 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 27 contains 2954 members 
Mstep: Class 28 contains 97961 members 
Mstep: Class 29 contains 89612 members 
Mstep: Class 30 contains 60836 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 11611 members 
Mstep: Class 34 contains 9254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86697104.000000 Penalty: 111674.500000
Iteration 55Q: 35 clusters Score -8.66971e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1272 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 18544 members 
Mstep: Class 5 contains 699 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1846 members 
Mstep: Class 8 contains 34129 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 136250 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 12146 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 5316 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 22780 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 10892 members 
Mstep: Class 22 contains 5635 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 8437 members 
Mstep: Class 25 contains 2005 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2960 members 
Mstep: Class 28 contains 96799 members 
Mstep: Class 29 contains 91572 members 
Mstep: Class 30 contains 60797 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 11853 members 
Mstep: Class 34 contains 9568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86697216.000000 Penalty: 111674.500000
Iteration 56Q: 35 clusters Score -8.669722e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 18730 members 
Mstep: Class 5 contains 697 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 34145 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 4861 members 
Mstep: Class 12 contains 134432 members 
Mstep: Class 13 contains 2418 members 
Mstep: Class 14 contains 12529 members 
Mstep: Class 15 contains 2790 members 
Mstep: Class 16 contains 5331 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 3688 members 
Mstep: Class 19 contains 22285 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 10902 members 
Mstep: Class 22 contains 5687 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 8446 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 1915 members 
Mstep: Class 27 contains 2962 members 
Mstep: Class 28 contains 95823 members 
Mstep: Class 29 contains 93613 members 
Mstep: Class 30 contains 60793 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 12113 members 
Mstep: Class 34 contains 9872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86697904.000000 Penalty: 111674.500000
Iteration 57Q: 35 clusters Score -8.66979e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 927 members 
Mstep: Class 4 contains 18919 members 
Mstep: Class 5 contains 697 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 34169 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 743 members 
Mstep: Class 11 contains 4872 members 
Mstep: Class 12 contains 132501 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 2784 members 
Mstep: Class 16 contains 5339 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 3699 members 
Mstep: Class 19 contains 21752 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 10923 members 
Mstep: Class 22 contains 5734 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 8456 members 
Mstep: Class 25 contains 2015 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 2959 members 
Mstep: Class 28 contains 94888 members 
Mstep: Class 29 contains 95613 members 
Mstep: Class 30 contains 60791 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 12421 members 
Mstep: Class 34 contains 10233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86698736.000000 Penalty: 111674.500000
Iteration 58Q: 35 clusters Score -8.669874e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 697 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1829 members 
Mstep: Class 8 contains 34154 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 4892 members 
Mstep: Class 12 contains 130722 members 
Mstep: Class 13 contains 2416 members 
Mstep: Class 14 contains 13352 members 
Mstep: Class 15 contains 2767 members 
Mstep: Class 16 contains 5354 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 3706 members 
Mstep: Class 19 contains 21255 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 5772 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 8463 members 
Mstep: Class 25 contains 2023 members 
Mstep: Class 26 contains 1925 members 
Mstep: Class 27 contains 2957 members 
Mstep: Class 28 contains 93941 members 
Mstep: Class 29 contains 97553 members 
Mstep: Class 30 contains 60781 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 12730 members 
Mstep: Class 34 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86699184.000000 Penalty: 111674.500000
Iteration 59Q: 35 clusters Score -8.669918e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 19214 members 
Mstep: Class 5 contains 697 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 34153 members 
Mstep: Class 9 contains 5948 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 4916 members 
Mstep: Class 12 contains 128803 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 13769 members 
Mstep: Class 15 contains 2760 members 
Mstep: Class 16 contains 5363 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 3712 members 
Mstep: Class 19 contains 20791 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 10996 members 
Mstep: Class 22 contains 5798 members 
Mstep: Class 23 contains 1432 members 
Mstep: Class 24 contains 8467 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 1931 members 
Mstep: Class 27 contains 2953 members 
Mstep: Class 28 contains 92978 members 
Mstep: Class 29 contains 99608 members 
Mstep: Class 30 contains 60812 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 13026 members 
Mstep: Class 34 contains 10844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701944.000000 Penalty: 111674.500000
Iteration 60F: 35 clusters Score -8.670194e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 19311 members 
Mstep: Class 5 contains 698 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 34147 members 
Mstep: Class 9 contains 5946 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 4945 members 
Mstep: Class 12 contains 127140 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 14227 members 
Mstep: Class 15 contains 2747 members 
Mstep: Class 16 contains 5378 members 
Mstep: Class 17 contains 939 members 
Mstep: Class 18 contains 3714 members 
Mstep: Class 19 contains 20357 members 
Mstep: Class 20 contains 456 members 
Mstep: Class 21 contains 11044 members 
Mstep: Class 22 contains 5822 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8467 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 93604 members 
Mstep: Class 29 contains 101585 members 
Mstep: Class 30 contains 59081 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 13297 members 
Mstep: Class 34 contains 11147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705024.000000 Penalty: 111674.500000
Iteration 61Q: 35 clusters Score -8.670502e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1295 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 19411 members 
Mstep: Class 5 contains 695 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 5957 members 
Mstep: Class 10 contains 727 members 
Mstep: Class 11 contains 4964 members 
Mstep: Class 12 contains 125475 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 14701 members 
Mstep: Class 15 contains 2745 members 
Mstep: Class 16 contains 5406 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 3721 members 
Mstep: Class 19 contains 19986 members 
Mstep: Class 20 contains 442 members 
Mstep: Class 21 contains 11091 members 
Mstep: Class 22 contains 5857 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8465 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 1936 members 
Mstep: Class 27 contains 2944 members 
Mstep: Class 28 contains 93999 members 
Mstep: Class 29 contains 103584 members 
Mstep: Class 30 contains 57547 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1638 members 
Mstep: Class 33 contains 13546 members 
Mstep: Class 34 contains 11409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706888.000000 Penalty: 111674.500000
Iteration 62Q: 35 clusters Score -8.670689e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 951 members 
Mstep: Class 4 contains 19476 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 34166 members 
Mstep: Class 9 contains 5961 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 4996 members 
Mstep: Class 12 contains 123741 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 15145 members 
Mstep: Class 15 contains 2735 members 
Mstep: Class 16 contains 5448 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3724 members 
Mstep: Class 19 contains 19654 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 11168 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8465 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 2943 members 
Mstep: Class 28 contains 94456 members 
Mstep: Class 29 contains 105633 members 
Mstep: Class 30 contains 56007 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 1644 members 
Mstep: Class 33 contains 13771 members 
Mstep: Class 34 contains 11643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707976.000000 Penalty: 111674.500000
Iteration 63Q: 35 clusters Score -8.670798e+07 nChanged 7419
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1272 members 
Mstep: Class 3 contains 953 members 
Mstep: Class 4 contains 19484 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 34145 members 
Mstep: Class 9 contains 5979 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 121984 members 
Mstep: Class 13 contains 2414 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 2729 members 
Mstep: Class 16 contains 5476 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 19 contains 19347 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11261 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8469 members 
Mstep: Class 25 contains 2020 members 
Mstep: Class 26 contains 1942 members 
Mstep: Class 27 contains 2947 members 
Mstep: Class 28 contains 95017 members 
Mstep: Class 29 contains 107546 members 
Mstep: Class 30 contains 54537 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 1648 members 
Mstep: Class 33 contains 13970 members 
Mstep: Class 34 contains 11898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709176.000000 Penalty: 111674.500000
Iteration 64Q: 35 clusters Score -8.670918e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1267 members 
Mstep: Class 3 contains 954 members 
Mstep: Class 4 contains 19460 members 
Mstep: Class 5 contains 687 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 34146 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 664 members 
Mstep: Class 11 contains 5055 members 
Mstep: Class 12 contains 120415 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 16016 members 
Mstep: Class 15 contains 2730 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3732 members 
Mstep: Class 19 contains 19081 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 11338 members 
Mstep: Class 22 contains 5905 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8472 members 
Mstep: Class 25 contains 2011 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 2947 members 
Mstep: Class 28 contains 95593 members 
Mstep: Class 29 contains 109379 members 
Mstep: Class 30 contains 53059 members 
Mstep: Class 31 contains 314 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 14145 members 
Mstep: Class 34 contains 12122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709856.000000 Penalty: 111674.500000
Iteration 65Q: 35 clusters Score -8.670986e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 19447 members 
Mstep: Class 5 contains 682 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 34163 members 
Mstep: Class 9 contains 5994 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 5094 members 
Mstep: Class 12 contains 118826 members 
Mstep: Class 13 contains 2419 members 
Mstep: Class 14 contains 16416 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 11429 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8476 members 
Mstep: Class 25 contains 2007 members 
Mstep: Class 26 contains 1942 members 
Mstep: Class 27 contains 2971 members 
Mstep: Class 28 contains 96135 members 
Mstep: Class 29 contains 111222 members 
Mstep: Class 30 contains 51574 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 14288 members 
Mstep: Class 34 contains 12327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710680.000000 Penalty: 111674.500000
Iteration 66Q: 35 clusters Score -8.671068e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 960 members 
Mstep: Class 4 contains 19406 members 
Mstep: Class 5 contains 678 members 
Mstep: Class 6 contains 1242 members 
Mstep: Class 7 contains 1822 members 
Mstep: Class 8 contains 34185 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 12 contains 117207 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 16763 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3735 members 
Mstep: Class 19 contains 18694 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11526 members 
Mstep: Class 22 contains 5929 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8484 members 
Mstep: Class 25 contains 1998 members 
Mstep: Class 26 contains 1952 members 
Mstep: Class 27 contains 2983 members 
Mstep: Class 28 contains 96729 members 
Mstep: Class 29 contains 112982 members 
Mstep: Class 30 contains 50185 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 14413 members 
Mstep: Class 34 contains 12566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711784.000000 Penalty: 111674.500000
Iteration 67Q: 35 clusters Score -8.671178e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 19328 members 
Mstep: Class 5 contains 676 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 34188 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 641 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 12 contains 115780 members 
Mstep: Class 13 contains 2425 members 
Mstep: Class 14 contains 17113 members 
Mstep: Class 15 contains 2715 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 18566 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11633 members 
Mstep: Class 22 contains 5936 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8490 members 
Mstep: Class 25 contains 1994 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 27 contains 2980 members 
Mstep: Class 28 contains 97246 members 
Mstep: Class 29 contains 114564 members 
Mstep: Class 30 contains 48902 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1673 members 
Mstep: Class 33 contains 14507 members 
Mstep: Class 34 contains 12767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712688.000000 Penalty: 111674.500000
Iteration 68Q: 35 clusters Score -8.671269e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1215 members 
Mstep: Class 3 contains 968 members 
Mstep: Class 4 contains 19208 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 34203 members 
Mstep: Class 9 contains 6005 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 5183 members 
Mstep: Class 12 contains 114521 members 
Mstep: Class 13 contains 2427 members 
Mstep: Class 14 contains 17406 members 
Mstep: Class 15 contains 2721 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3744 members 
Mstep: Class 19 contains 18461 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11741 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8493 members 
Mstep: Class 25 contains 1984 members 
Mstep: Class 26 contains 1950 members 
Mstep: Class 27 contains 2979 members 
Mstep: Class 28 contains 97693 members 
Mstep: Class 29 contains 116090 members 
Mstep: Class 30 contains 47651 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1683 members 
Mstep: Class 33 contains 14571 members 
Mstep: Class 34 contains 12946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713080.000000 Penalty: 111674.500000
Iteration 69Q: 35 clusters Score -8.671308e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 19107 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 34192 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 5226 members 
Mstep: Class 12 contains 113364 members 
Mstep: Class 13 contains 2426 members 
Mstep: Class 14 contains 17666 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3747 members 
Mstep: Class 19 contains 18378 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11857 members 
Mstep: Class 22 contains 5956 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8500 members 
Mstep: Class 25 contains 1985 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 27 contains 2975 members 
Mstep: Class 28 contains 98037 members 
Mstep: Class 29 contains 117493 members 
Mstep: Class 30 contains 46514 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1692 members 
Mstep: Class 33 contains 14619 members 
Mstep: Class 34 contains 13190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713784.000000 Penalty: 111674.500000
Iteration 70Q: 35 clusters Score -8.671378e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 19000 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1817 members 
Mstep: Class 8 contains 34193 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 5263 members 
Mstep: Class 12 contains 112379 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 17922 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 5568 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3754 members 
Mstep: Class 19 contains 18322 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11976 members 
Mstep: Class 22 contains 5957 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8503 members 
Mstep: Class 25 contains 1983 members 
Mstep: Class 26 contains 1958 members 
Mstep: Class 27 contains 2964 members 
Mstep: Class 28 contains 98296 members 
Mstep: Class 29 contains 118767 members 
Mstep: Class 30 contains 45446 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1700 members 
Mstep: Class 33 contains 14653 members 
Mstep: Class 34 contains 13442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86714752.000000 Penalty: 111674.500000
Iteration 71Q: 35 clusters Score -8.671475e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1196 members 
Mstep: Class 3 contains 976 members 
Mstep: Class 4 contains 18892 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1815 members 
Mstep: Class 8 contains 34199 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 111429 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 18170 members 
Mstep: Class 15 contains 2689 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3763 members 
Mstep: Class 19 contains 18286 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 12089 members 
Mstep: Class 22 contains 5953 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8505 members 
Mstep: Class 25 contains 1982 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 2953 members 
Mstep: Class 28 contains 98609 members 
Mstep: Class 29 contains 119899 members 
Mstep: Class 30 contains 44411 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1710 members 
Mstep: Class 33 contains 14676 members 
Mstep: Class 34 contains 13697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715400.000000 Penalty: 111674.500000
Iteration 72Q: 35 clusters Score -8.67154e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 18781 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 34196 members 
Mstep: Class 9 contains 5993 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 5349 members 
Mstep: Class 12 contains 110589 members 
Mstep: Class 13 contains 2419 members 
Mstep: Class 14 contains 18410 members 
Mstep: Class 15 contains 2687 members 
Mstep: Class 16 contains 5585 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 18239 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 12199 members 
Mstep: Class 22 contains 5949 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8507 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 2946 members 
Mstep: Class 28 contains 98877 members 
Mstep: Class 29 contains 120904 members 
Mstep: Class 30 contains 43521 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1720 members 
Mstep: Class 33 contains 14696 members 
Mstep: Class 34 contains 13881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715976.000000 Penalty: 111674.500000
Iteration 73Q: 35 clusters Score -8.671598e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 981 members 
Mstep: Class 4 contains 18703 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 34186 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 109787 members 
Mstep: Class 13 contains 2420 members 
Mstep: Class 14 contains 18638 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 5588 members 
Mstep: Class 17 contains 944 members 
Mstep: Class 18 contains 3781 members 
Mstep: Class 19 contains 18204 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 12294 members 
Mstep: Class 22 contains 5949 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8513 members 
Mstep: Class 25 contains 1981 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 2935 members 
Mstep: Class 28 contains 99134 members 
Mstep: Class 29 contains 121810 members 
Mstep: Class 30 contains 42691 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1737 members 
Mstep: Class 33 contains 14691 members 
Mstep: Class 34 contains 14068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716512.000000 Penalty: 111674.500000
Iteration 74Q: 35 clusters Score -8.671651e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 984 members 
Mstep: Class 4 contains 18648 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 34188 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 5479 members 
Mstep: Class 12 contains 109095 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 18839 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 18157 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 12406 members 
Mstep: Class 22 contains 5957 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8516 members 
Mstep: Class 25 contains 1978 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 2929 members 
Mstep: Class 28 contains 99386 members 
Mstep: Class 29 contains 122626 members 
Mstep: Class 30 contains 41857 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1750 members 
Mstep: Class 33 contains 14678 members 
Mstep: Class 34 contains 14218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717136.000000 Penalty: 111674.500000
Iteration 75Q: 35 clusters Score -8.671714e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1186 members 
Mstep: Class 3 contains 985 members 
Mstep: Class 4 contains 18614 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34200 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 5536 members 
Mstep: Class 12 contains 108421 members 
Mstep: Class 13 contains 2422 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 18130 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 12529 members 
Mstep: Class 22 contains 5963 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8521 members 
Mstep: Class 25 contains 1973 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 2920 members 
Mstep: Class 28 contains 99585 members 
Mstep: Class 29 contains 123340 members 
Mstep: Class 30 contains 41166 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1763 members 
Mstep: Class 33 contains 14660 members 
Mstep: Class 34 contains 14357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717864.000000 Penalty: 111674.500000
Iteration 76Q: 35 clusters Score -8.671786e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 987 members 
Mstep: Class 4 contains 18572 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34217 members 
Mstep: Class 9 contains 6000 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 5602 members 
Mstep: Class 12 contains 107903 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 19171 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 3789 members 
Mstep: Class 19 contains 18100 members 
Mstep: Class 20 contains 426 members 
Mstep: Class 21 contains 12653 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8518 members 
Mstep: Class 25 contains 1969 members 
Mstep: Class 26 contains 1973 members 
Mstep: Class 27 contains 2905 members 
Mstep: Class 28 contains 99725 members 
Mstep: Class 29 contains 123970 members 
Mstep: Class 30 contains 40538 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1777 members 
Mstep: Class 33 contains 14622 members 
Mstep: Class 34 contains 14487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718520.000000 Penalty: 111674.500000
Iteration 77Q: 35 clusters Score -8.671852e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 18495 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34247 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 12 contains 107427 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 19350 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 18064 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 12765 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8519 members 
Mstep: Class 25 contains 1964 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 2893 members 
Mstep: Class 28 contains 99863 members 
Mstep: Class 29 contains 124524 members 
Mstep: Class 30 contains 39958 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1789 members 
Mstep: Class 33 contains 14580 members 
Mstep: Class 34 contains 14596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718856.000000 Penalty: 111674.500000
Iteration 78Q: 35 clusters Score -8.671886e+07 nChanged 3932
Entering ConstructFrom: 
Score: -86718856.000000 Penalty: 111674.500000
Entering ConstructFrom: 
Trying to split cluster 1 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -238097.609375 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -238097.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -235721.687500 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -235721.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -236157.062500 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -236157.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -236292.562500 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -236292.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -236371.359375 Penalty: 3674.631348
	Iteration 3Q: 3 clusters Score -236371.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236434.671875 Penalty: 3674.631348
	Iteration 4Q: 3 clusters Score -236434.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236488.390625 Penalty: 3674.631348
	Iteration 5Q: 3 clusters Score -236488.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236548.687500 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -236548.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -236614.656250 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -236614.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -236666.484375 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -236666.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -236712.328125 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -236712.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -236761.296875 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -236761.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -236802.390625 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -236802.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -236831.234375 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -236831.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -236864.625000 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -236864.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236891.937500 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -236891.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -236942.843750 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -236942.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -236988.296875 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -236988.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -237040.593750 Penalty: 3674.631348
	Iteration 17Q: 3 clusters Score -237040.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -237085.296875 Penalty: 3674.631348
	Iteration 18Q: 3 clusters Score -237085.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -237116.765625 Penalty: 3674.631348
	Iteration 19Q: 3 clusters Score -237116.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -237134.156250 Penalty: 3674.631348
	Iteration 20F: 3 clusters Score -237134.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -237147.218750 Penalty: 3674.631348
	Iteration 21Q: 3 clusters Score -237147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -237159.765625 Penalty: 3674.631348
	Iteration 22Q: 3 clusters Score -237159.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -237181.625000 Penalty: 3674.631348
	Iteration 23Q: 3 clusters Score -237181.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -237195.296875 Penalty: 3674.631348
	Iteration 24Q: 3 clusters Score -237195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237210.328125 Penalty: 3674.631348
	Iteration 25Q: 3 clusters Score -237210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -237219.109375 Penalty: 3674.631348
	Iteration 26Q: 3 clusters Score -237219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -237223.203125 Penalty: 3674.631348
	Iteration 27Q: 3 clusters Score -237223.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -237229.203125 Penalty: 3674.631348
	Iteration 28Q: 3 clusters Score -237229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -237232.187500 Penalty: 3674.631348
	Iteration 29Q: 3 clusters Score -237232.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -237236.265625 Penalty: 3674.631348
	Iteration 30Q: 3 clusters Score -237236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -237236.953125 Penalty: 3674.631348
	Iteration 31Q: 3 clusters Score -237237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -237237.484375 Penalty: 3674.631348
	Iteration 32Q: 3 clusters Score -237237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -237237.484375 Penalty: 3674.631348
	Iteration 33F: 3 clusters Score -237237.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -165140.453125 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -165140.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -163157.656250 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -163157.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163580.218750 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -163580.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -163742.187500 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -163742.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -163904.843750 Penalty: 3503.696289
	Iteration 3F: 3 clusters Score -163904.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -164054.812500 Penalty: 3503.696289
	Iteration 4F: 3 clusters Score -164054.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -164189.765625 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -164189.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164250.859375 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -164250.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164283.937500 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -164283.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -164317.343750 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -164317.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -164336.703125 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -164336.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -164358.937500 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -164358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -164382.765625 Penalty: 3503.696289
	Iteration 11Q: 3 clusters Score -164382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -164394.921875 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -164394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -164409.718750 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -164409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -164412.406250 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -164412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -164416.250000 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -164416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -164416.953125 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -164417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164417.500000 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -164417.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164417.500000 Penalty: 3503.696289
	Iteration 18F: 3 clusters Score -164417.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -129359.625000 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -129359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -127524.828125 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -127524.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -127910.484375 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -127910.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -128063.078125 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -128063.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -128163.421875 Penalty: 3420.258789
	Iteration 3Q: 3 clusters Score -128163.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128234.242188 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -128234.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128280.062500 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -128280.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128363.359375 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -128363.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128449.570312 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -128449.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -128515.140625 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -128515.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -128582.070312 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -128582.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128629.992188 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -128630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128680.156250 Penalty: 3420.258789
	Iteration 11Q: 3 clusters Score -128680.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -128733.710938 Penalty: 3420.258789
	Iteration 12Q: 3 clusters Score -128733.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -128787.867188 Penalty: 3420.258789
	Iteration 13Q: 3 clusters Score -128787.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -128838.585938 Penalty: 3420.258789
	Iteration 14Q: 3 clusters Score -128838.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -128899.195312 Penalty: 3420.258789
	Iteration 15Q: 3 clusters Score -128899.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128948.132812 Penalty: 3420.258789
	Iteration 16Q: 3 clusters Score -128948.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129006.429688 Penalty: 3420.258789
	Iteration 17Q: 3 clusters Score -129006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129069.703125 Penalty: 3420.258789
	Iteration 18Q: 3 clusters Score -129069.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -129110.054688 Penalty: 3420.258789
	Iteration 19Q: 3 clusters Score -129110.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -129137.703125 Penalty: 3420.258789
	Iteration 20F: 3 clusters Score -129137.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129154.179688 Penalty: 3420.258789
	Iteration 21Q: 3 clusters Score -129154.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129180.523438 Penalty: 3420.258789
	Iteration 22Q: 3 clusters Score -129180.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -129200.828125 Penalty: 3420.258789
	Iteration 23Q: 3 clusters Score -129200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -129211.359375 Penalty: 3420.258789
	Iteration 24Q: 3 clusters Score -129211.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -129225.460938 Penalty: 3420.258789
	Iteration 25Q: 3 clusters Score -129225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -129230.562500 Penalty: 3420.258789
	Iteration 26Q: 3 clusters Score -129230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -129235.570312 Penalty: 3420.258789
	Iteration 27Q: 3 clusters Score -129235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -129239.000000 Penalty: 3420.258789
	Iteration 28Q: 3 clusters Score -129239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -129239.945312 Penalty: 3420.258789
	Iteration 29Q: 3 clusters Score -129239.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -129241.343750 Penalty: 3420.258789
	Iteration 30Q: 3 clusters Score -129241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129242.968750 Penalty: 3420.258789
	Iteration 31Q: 3 clusters Score -129243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -129243.476562 Penalty: 3420.258789
	Iteration 32Q: 3 clusters Score -129243.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -129243.476562 Penalty: 3420.258789
	Iteration 33F: 3 clusters Score -129243.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Entering Unmasked Estep 
Score: -2924407.000000 Penalty: 2435.938232
	Iteration 0F: 2 clusters Score -2924407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2911321.500000 Penalty: 4871.876465
	Iteration 0F: 3 clusters Score -2911322 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2915622.750000 Penalty: 4871.876465
	Iteration 1F: 3 clusters Score -2915623 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2916081.750000 Penalty: 4871.876465
	Iteration 2F: 3 clusters Score -2916082 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2916468.250000 Penalty: 4871.876465
	Iteration 3Q: 3 clusters Score -2916468 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2916807.000000 Penalty: 4871.876465
	Iteration 4Q: 3 clusters Score -2916807 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2917124.500000 Penalty: 4871.876465
	Iteration 5Q: 3 clusters Score -2917124 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2917439.750000 Penalty: 4871.876465
	Iteration 6Q: 3 clusters Score -2917440 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2917746.500000 Penalty: 4871.876465
	Iteration 7Q: 3 clusters Score -2917746 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2918063.500000 Penalty: 4871.876465
	Iteration 8Q: 3 clusters Score -2918064 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2918385.000000 Penalty: 4871.876465
	Iteration 9Q: 3 clusters Score -2918385 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2918729.500000 Penalty: 4871.876465
	Iteration 10Q: 3 clusters Score -2918730 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2919138.000000 Penalty: 4871.876465
	Iteration 11Q: 3 clusters Score -2919138 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2919623.500000 Penalty: 4871.876465
	Iteration 12Q: 3 clusters Score -2919624 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2920155.750000 Penalty: 4871.876465
	Iteration 13Q: 3 clusters Score -2920156 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2920665.750000 Penalty: 4871.876465
	Iteration 14Q: 3 clusters Score -2920666 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2921179.500000 Penalty: 4871.876465
	Iteration 15Q: 3 clusters Score -2921180 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2921594.000000 Penalty: 4871.876465
	Iteration 16Q: 3 clusters Score -2921594 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2921900.500000 Penalty: 4871.876465
	Iteration 17Q: 3 clusters Score -2921900 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2922149.250000 Penalty: 4871.876465
	Iteration 18Q: 3 clusters Score -2922149 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2922381.000000 Penalty: 4871.876465
	Iteration 19Q: 3 clusters Score -2922381 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2922541.750000 Penalty: 4871.876465
	Iteration 20F: 3 clusters Score -2922542 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2922641.000000 Penalty: 4871.876465
	Iteration 21Q: 3 clusters Score -2922641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2922703.750000 Penalty: 4871.876465
	Iteration 22Q: 3 clusters Score -2922704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2922745.500000 Penalty: 4871.876465
	Iteration 23Q: 3 clusters Score -2922746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2922768.250000 Penalty: 4871.876465
	Iteration 24Q: 3 clusters Score -2922768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2922798.500000 Penalty: 4871.876465
	Iteration 25Q: 3 clusters Score -2922798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2922810.250000 Penalty: 4871.876465
	Iteration 26Q: 3 clusters Score -2922810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2922838.750000 Penalty: 4871.876465
	Iteration 27Q: 3 clusters Score -2922839 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2922867.000000 Penalty: 4871.876465
	Iteration 28Q: 3 clusters Score -2922867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2922869.250000 Penalty: 4871.876465
	Iteration 29Q: 3 clusters Score -2922869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2922879.500000 Penalty: 4871.876465
	Iteration 30Q: 3 clusters Score -2922880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2922891.000000 Penalty: 4871.876465
	Iteration 31Q: 3 clusters Score -2922891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2922900.500000 Penalty: 4871.876465
	Iteration 32Q: 3 clusters Score -2922900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2922903.250000 Penalty: 4871.876465
	Iteration 33Q: 3 clusters Score -2922903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2922909.250000 Penalty: 4871.876465
	Iteration 34Q: 3 clusters Score -2922909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2922911.000000 Penalty: 4871.876465
	Iteration 35Q: 3 clusters Score -2922911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2922916.250000 Penalty: 4871.876465
	Iteration 36Q: 3 clusters Score -2922916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2922916.750000 Penalty: 4871.876465
	Iteration 37Q: 3 clusters Score -2922917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2922914.750000 Penalty: 4871.876465
	Iteration 38Q: 3 clusters Score -2922915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2922918.000000 Penalty: 4871.876465
	Iteration 39Q: 3 clusters Score -2922918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2922921.250000 Penalty: 4871.876465
	Iteration 40F: 3 clusters Score -2922921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2922935.250000 Penalty: 4871.876465
	Iteration 41Q: 3 clusters Score -2922935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2922936.500000 Penalty: 4871.876465
	Iteration 42Q: 3 clusters Score -2922936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2922937.000000 Penalty: 4871.876465
	Iteration 43Q: 3 clusters Score -2922937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2922938.750000 Penalty: 4871.876465
	Iteration 44Q: 3 clusters Score -2922939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2922943.000000 Penalty: 4871.876465
	Iteration 45Q: 3 clusters Score -2922943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2922943.750000 Penalty: 4871.876465
	Iteration 46Q: 3 clusters Score -2922944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2922946.250000 Penalty: 4871.876465
	Iteration 47Q: 3 clusters Score -2922946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2922955.500000 Penalty: 4871.876465
	Iteration 48Q: 3 clusters Score -2922956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2922959.750000 Penalty: 4871.876465
	Iteration 49Q: 3 clusters Score -2922960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2922956.500000 Penalty: 4871.876465
	Iteration 50Q: 3 clusters Score -2922956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2922958.000000 Penalty: 4871.876465
	Iteration 51Q: 3 clusters Score -2922958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2922967.500000 Penalty: 4871.876465
	Iteration 52Q: 3 clusters Score -2922968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2922971.750000 Penalty: 4871.876465
	Iteration 53Q: 3 clusters Score -2922972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2922967.750000 Penalty: 4871.876465
	Iteration 54Q: 3 clusters Score -2922968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2922970.250000 Penalty: 4871.876465
	Iteration 55Q: 3 clusters Score -2922970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2922971.500000 Penalty: 4871.876465
	Iteration 56Q: 3 clusters Score -2922972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2922968.500000 Penalty: 4871.876465
	Iteration 57Q: 3 clusters Score -2922968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2922974.750000 Penalty: 4871.876465
	Iteration 58Q: 3 clusters Score -2922975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2922971.000000 Penalty: 4871.876465
	Iteration 59Q: 3 clusters Score -2922971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2922973.500000 Penalty: 4871.876465
	Iteration 60F: 3 clusters Score -2922974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2922971.500000 Penalty: 4871.876465
	Iteration 61Q: 3 clusters Score -2922972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2922975.250000 Penalty: 4871.876465
	Iteration 62Q: 3 clusters Score -2922975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2922976.750000 Penalty: 4871.876465
	Iteration 63Q: 3 clusters Score -2922977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2922976.750000 Penalty: 4871.876465
	Iteration 64F: 3 clusters Score -2922977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -85753.562500 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -85753.56 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 332 members 
Entering Unmasked Estep 
Score: -84137.609375 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -84137.61 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -84413.007812 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -84413.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84486.312500 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -84486.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84560.296875 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -84560.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84600.125000 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -84600.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84616.765625 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -84616.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84628.609375 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -84628.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84657.281250 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -84657.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84664.632812 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -84664.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84673.007812 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -84673.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84682.570312 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -84682.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84686.195312 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -84686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84692.070312 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -84692.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84692.070312 Penalty: 3220.901855
	Iteration 13F: 3 clusters Score -84692.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -165645.234375 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -165645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -163675.343750 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -163675.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -164592.500000 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -164592.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -165206.390625 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -165206.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -165491.953125 Penalty: 3534.140381
	Iteration 3F: 3 clusters Score -165492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -165670.812500 Penalty: 3534.140381
	Iteration 4F: 3 clusters Score -165670.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -165848.625000 Penalty: 3534.140381
	Iteration 5Q: 3 clusters Score -165848.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -166010.000000 Penalty: 3534.140381
	Iteration 6Q: 3 clusters Score -166010 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -166135.671875 Penalty: 3534.140381
	Iteration 7Q: 3 clusters Score -166135.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -166191.078125 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -166191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -166230.265625 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -166230.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166255.968750 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -166256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -166282.250000 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -166282.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166301.343750 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -166301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166312.859375 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -166312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -166320.515625 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -166320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166328.750000 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -166328.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -166340.484375 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -166340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -166344.093750 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -166344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166351.093750 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -166351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166353.046875 Penalty: 3534.140381
	Iteration 19Q: 3 clusters Score -166353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -166362.609375 Penalty: 3534.140381
	Iteration 20F: 3 clusters Score -166362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -166371.625000 Penalty: 3534.140381
	Iteration 21Q: 3 clusters Score -166371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -166376.953125 Penalty: 3534.140381
	Iteration 22Q: 3 clusters Score -166377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -166388.390625 Penalty: 3534.140381
	Iteration 23Q: 3 clusters Score -166388.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -166394.703125 Penalty: 3534.140381
	Iteration 24Q: 3 clusters Score -166394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -166403.640625 Penalty: 3534.140381
	Iteration 25Q: 3 clusters Score -166403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -166414.875000 Penalty: 3534.140381
	Iteration 26Q: 3 clusters Score -166414.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -166425.625000 Penalty: 3534.140381
	Iteration 27Q: 3 clusters Score -166425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -166430.328125 Penalty: 3534.140381
	Iteration 28Q: 3 clusters Score -166430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -166435.718750 Penalty: 3534.140381
	Iteration 29Q: 3 clusters Score -166435.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -166439.078125 Penalty: 3534.140381
	Iteration 30Q: 3 clusters Score -166439.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -166441.781250 Penalty: 3534.140381
	Iteration 31Q: 3 clusters Score -166441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -166442.578125 Penalty: 3534.140381
	Iteration 32Q: 3 clusters Score -166442.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -166442.578125 Penalty: 3534.140381
	Iteration 33F: 3 clusters Score -166442.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 18441 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 285 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34248 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 106944 members 
Mstep: Class 13 contains 2430 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 18032 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 12873 members 
Mstep: Class 22 contains 5992 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8520 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 2881 members 
Mstep: Class 28 contains 100002 members 
Mstep: Class 29 contains 125128 members 
Mstep: Class 30 contains 39461 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1800 members 
Mstep: Class 33 contains 14520 members 
Mstep: Class 34 contains 14658 members 
Mstep: Class 35 contains 958 members 
Entering Unmasked Estep 
Score: -86718216.000000 Penalty: 114959.039062
Splitting cluster 6 changes total score from -86718856.000000 to -86718216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -260375.187500 Penalty: 1859.994263
	Iteration 0F: 2 clusters Score -260375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -257903.234375 Penalty: 3719.988525
	Iteration 0F: 3 clusters Score -257903.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -258491.750000 Penalty: 3719.988525
	Iteration 1F: 3 clusters Score -258491.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -258868.828125 Penalty: 3719.988525
	Iteration 2F: 3 clusters Score -258868.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -259225.078125 Penalty: 3719.988525
	Iteration 3F: 3 clusters Score -259225.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -259490.500000 Penalty: 3719.988525
	Iteration 4F: 3 clusters Score -259490.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -259653.421875 Penalty: 3719.988525
	Iteration 5F: 3 clusters Score -259653.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -259739.078125 Penalty: 3719.988525
	Iteration 6Q: 3 clusters Score -259739.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -259792.296875 Penalty: 3719.988525
	Iteration 7Q: 3 clusters Score -259792.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -259828.421875 Penalty: 3719.988525
	Iteration 8Q: 3 clusters Score -259828.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -259856.609375 Penalty: 3719.988525
	Iteration 9Q: 3 clusters Score -259856.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -259870.140625 Penalty: 3719.988525
	Iteration 10Q: 3 clusters Score -259870.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -259876.921875 Penalty: 3719.988525
	Iteration 11Q: 3 clusters Score -259876.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -259882.250000 Penalty: 3719.988525
	Iteration 12Q: 3 clusters Score -259882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -259883.859375 Penalty: 3719.988525
	Iteration 13Q: 3 clusters Score -259883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -259885.250000 Penalty: 3719.988525
	Iteration 14Q: 3 clusters Score -259885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -259887.312500 Penalty: 3719.988525
	Iteration 15Q: 3 clusters Score -259887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -259889.265625 Penalty: 3719.988525
	Iteration 16Q: 3 clusters Score -259889.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -259892.750000 Penalty: 3719.988525
	Iteration 17Q: 3 clusters Score -259892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -259897.421875 Penalty: 3719.988525
	Iteration 18Q: 3 clusters Score -259897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -259902.906250 Penalty: 3719.988525
	Iteration 19Q: 3 clusters Score -259902.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -259907.234375 Penalty: 3719.988525
	Iteration 20F: 3 clusters Score -259907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -259907.984375 Penalty: 3719.988525
	Iteration 21Q: 3 clusters Score -259908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -259907.984375 Penalty: 3719.988525
	Iteration 22F: 3 clusters Score -259908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Entering Unmasked Estep 
Score: -5305963.500000 Penalty: 2589.463135
	Iteration 0F: 2 clusters Score -5305964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -5282699.500000 Penalty: 5178.926270
	Iteration 0F: 3 clusters Score -5282700 nChanged 15448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5291190.500000 Penalty: 5178.926270
	Iteration 1F: 3 clusters Score -5291190 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -5291770.500000 Penalty: 5178.926270
	Iteration 2Q: 3 clusters Score -5291770 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -5292472.500000 Penalty: 5178.926270
	Iteration 3Q: 3 clusters Score -5292472 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -5293451.500000 Penalty: 5178.926270
	Iteration 4F: 3 clusters Score -5293452 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5294888.000000 Penalty: 5178.926270
	Iteration 5F: 3 clusters Score -5294888 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5296888.000000 Penalty: 5178.926270
	Iteration 6F: 3 clusters Score -5296888 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5299278.500000 Penalty: 5178.926270
	Iteration 7F: 3 clusters Score -5299278 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -5301285.000000 Penalty: 5178.926270
	Iteration 8F: 3 clusters Score -5301285 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5302457.500000 Penalty: 5178.926270
	Iteration 9Q: 3 clusters Score -5302458 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5303057.000000 Penalty: 5178.926270
	Iteration 10Q: 3 clusters Score -5303057 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5303333.000000 Penalty: 5178.926270
	Iteration 11Q: 3 clusters Score -5303333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5303455.000000 Penalty: 5178.926270
	Iteration 12Q: 3 clusters Score -5303455 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5303505.000000 Penalty: 5178.926270
	Iteration 13Q: 3 clusters Score -5303505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5303550.500000 Penalty: 5178.926270
	Iteration 14Q: 3 clusters Score -5303550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5303567.500000 Penalty: 5178.926270
	Iteration 15Q: 3 clusters Score -5303568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5303581.500000 Penalty: 5178.926270
	Iteration 16Q: 3 clusters Score -5303582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5303590.500000 Penalty: 5178.926270
	Iteration 17Q: 3 clusters Score -5303590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5303596.500000 Penalty: 5178.926270
	Iteration 18Q: 3 clusters Score -5303596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5303610.000000 Penalty: 5178.926270
	Iteration 19Q: 3 clusters Score -5303610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5303620.000000 Penalty: 5178.926270
	Iteration 20F: 3 clusters Score -5303620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5303627.000000 Penalty: 5178.926270
	Iteration 21Q: 3 clusters Score -5303627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5303626.500000 Penalty: 5178.926270
	Iteration 22Q: 3 clusters Score -5303626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5303624.500000 Penalty: 5178.926270
	Iteration 23Q: 3 clusters Score -5303624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5303627.500000 Penalty: 5178.926270
	Iteration 24Q: 3 clusters Score -5303628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5303631.000000 Penalty: 5178.926270
	Iteration 25Q: 3 clusters Score -5303631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5303634.500000 Penalty: 5178.926270
	Iteration 26Q: 3 clusters Score -5303634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5303634.500000 Penalty: 5178.926270
	Iteration 27F: 3 clusters Score -5303634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Entering Unmasked Estep 
Score: -892366.375000 Penalty: 2157.396973
	Iteration 0F: 2 clusters Score -892366.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -887184.312500 Penalty: 4314.793945
	Iteration 0F: 3 clusters Score -887184.3 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -888454.437500 Penalty: 4314.793945
	Iteration 1F: 3 clusters Score -888454.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -888698.562500 Penalty: 4314.793945
	Iteration 2F: 3 clusters Score -888698.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -888871.250000 Penalty: 4314.793945
	Iteration 3F: 3 clusters Score -888871.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -888988.125000 Penalty: 4314.793945
	Iteration 4Q: 3 clusters Score -888988.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -889068.312500 Penalty: 4314.793945
	Iteration 5Q: 3 clusters Score -889068.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -889135.562500 Penalty: 4314.793945
	Iteration 6Q: 3 clusters Score -889135.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -889200.437500 Penalty: 4314.793945
	Iteration 7Q: 3 clusters Score -889200.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -889264.562500 Penalty: 4314.793945
	Iteration 8Q: 3 clusters Score -889264.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -889326.375000 Penalty: 4314.793945
	Iteration 9Q: 3 clusters Score -889326.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -889393.000000 Penalty: 4314.793945
	Iteration 10Q: 3 clusters Score -889393 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -889472.937500 Penalty: 4314.793945
	Iteration 11Q: 3 clusters Score -889472.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -889559.375000 Penalty: 4314.793945
	Iteration 12Q: 3 clusters Score -889559.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -889637.000000 Penalty: 4314.793945
	Iteration 13Q: 3 clusters Score -889637 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -889708.062500 Penalty: 4314.793945
	Iteration 14Q: 3 clusters Score -889708.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -889771.875000 Penalty: 4314.793945
	Iteration 15Q: 3 clusters Score -889771.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -889819.625000 Penalty: 4314.793945
	Iteration 16Q: 3 clusters Score -889819.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -889863.937500 Penalty: 4314.793945
	Iteration 17Q: 3 clusters Score -889863.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -889903.875000 Penalty: 4314.793945
	Iteration 18Q: 3 clusters Score -889903.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -889940.312500 Penalty: 4314.793945
	Iteration 19Q: 3 clusters Score -889940.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -889971.375000 Penalty: 4314.793945
	Iteration 20F: 3 clusters Score -889971.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -889992.375000 Penalty: 4314.793945
	Iteration 21Q: 3 clusters Score -889992.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -890013.062500 Penalty: 4314.793945
	Iteration 22Q: 3 clusters Score -890013.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -890041.750000 Penalty: 4314.793945
	Iteration 23Q: 3 clusters Score -890041.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -890060.500000 Penalty: 4314.793945
	Iteration 24Q: 3 clusters Score -890060.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -890089.875000 Penalty: 4314.793945
	Iteration 25Q: 3 clusters Score -890089.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -890112.437500 Penalty: 4314.793945
	Iteration 26Q: 3 clusters Score -890112.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -890141.937500 Penalty: 4314.793945
	Iteration 27Q: 3 clusters Score -890141.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -890167.187500 Penalty: 4314.793945
	Iteration 28Q: 3 clusters Score -890167.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -890194.625000 Penalty: 4314.793945
	Iteration 29Q: 3 clusters Score -890194.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -890225.250000 Penalty: 4314.793945
	Iteration 30Q: 3 clusters Score -890225.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -890258.812500 Penalty: 4314.793945
	Iteration 31Q: 3 clusters Score -890258.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -890288.937500 Penalty: 4314.793945
	Iteration 32Q: 3 clusters Score -890288.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -890322.062500 Penalty: 4314.793945
	Iteration 33Q: 3 clusters Score -890322.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -890363.250000 Penalty: 4314.793945
	Iteration 34Q: 3 clusters Score -890363.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -890403.875000 Penalty: 4314.793945
	Iteration 35Q: 3 clusters Score -890403.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -890450.125000 Penalty: 4314.793945
	Iteration 36Q: 3 clusters Score -890450.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -890491.250000 Penalty: 4314.793945
	Iteration 37Q: 3 clusters Score -890491.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -890527.937500 Penalty: 4314.793945
	Iteration 38Q: 3 clusters Score -890527.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -890562.750000 Penalty: 4314.793945
	Iteration 39Q: 3 clusters Score -890562.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -890619.937500 Penalty: 4314.793945
	Iteration 40F: 3 clusters Score -890619.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -890683.250000 Penalty: 4314.793945
	Iteration 41Q: 3 clusters Score -890683.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -890739.250000 Penalty: 4314.793945
	Iteration 42Q: 3 clusters Score -890739.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -890788.125000 Penalty: 4314.793945
	Iteration 43Q: 3 clusters Score -890788.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -890826.187500 Penalty: 4314.793945
	Iteration 44Q: 3 clusters Score -890826.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -890852.250000 Penalty: 4314.793945
	Iteration 45Q: 3 clusters Score -890852.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -890864.000000 Penalty: 4314.793945
	Iteration 46Q: 3 clusters Score -890864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -890880.812500 Penalty: 4314.793945
	Iteration 47Q: 3 clusters Score -890880.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -890889.312500 Penalty: 4314.793945
	Iteration 48Q: 3 clusters Score -890889.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -890895.937500 Penalty: 4314.793945
	Iteration 49Q: 3 clusters Score -890895.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -890901.500000 Penalty: 4314.793945
	Iteration 50Q: 3 clusters Score -890901.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -890908.125000 Penalty: 4314.793945
	Iteration 51Q: 3 clusters Score -890908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -890910.187500 Penalty: 4314.793945
	Iteration 52Q: 3 clusters Score -890910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -890911.000000 Penalty: 4314.793945
	Iteration 53Q: 3 clusters Score -890911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -890918.562500 Penalty: 4314.793945
	Iteration 54Q: 3 clusters Score -890918.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -890923.562500 Penalty: 4314.793945
	Iteration 55Q: 3 clusters Score -890923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -890925.625000 Penalty: 4314.793945
	Iteration 56Q: 3 clusters Score -890925.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -890926.250000 Penalty: 4314.793945
	Iteration 57Q: 3 clusters Score -890926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -890925.812500 Penalty: 4314.793945
	Iteration 58Q: 3 clusters Score -890925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -890927.812500 Penalty: 4314.793945
	Iteration 59Q: 3 clusters Score -890927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -890929.875000 Penalty: 4314.793945
	Iteration 60F: 3 clusters Score -890929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -890933.437500 Penalty: 4314.793945
	Iteration 61Q: 3 clusters Score -890933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -890936.187500 Penalty: 4314.793945
	Iteration 62Q: 3 clusters Score -890936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -890937.750000 Penalty: 4314.793945
	Iteration 63Q: 3 clusters Score -890937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -890937.750000 Penalty: 4314.793945
	Iteration 64F: 3 clusters Score -890937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -93214.359375 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -93214.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91636.671875 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -91636.67 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91988.062500 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -91988.06 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92206.203125 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -92206.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -92318.796875 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -92318.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -92382.960938 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -92382.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -92467.085938 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -92467.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -92525.945312 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -92525.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -92583.109375 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -92583.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -92618.304688 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -92618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -92631.375000 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -92631.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -92647.359375 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -92647.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -92661.492188 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -92661.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -92666.031250 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -92666.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -92669.648438 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -92669.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -92670.539062 Penalty: 3206.435791
	Iteration 14F: 3 clusters Score -92670.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -92680.140625 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -92680.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -92686.062500 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -92686.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -92689.023438 Penalty: 3206.435791
	Iteration 17Q: 3 clusters Score -92689.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -92694.750000 Penalty: 3206.435791
	Iteration 18Q: 3 clusters Score -92694.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -92700.117188 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -92700.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -92702.773438 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -92702.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -92704.390625 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -92704.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -92708.937500 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -92708.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -92712.539062 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -92712.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -92712.539062 Penalty: 3206.435791
	Iteration 24F: 3 clusters Score -92712.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -842646.500000 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -842646.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -837660.500000 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -837660.5 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -838916.812500 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -838916.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -839250.937500 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -839250.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -839513.500000 Penalty: 4292.640625
	Iteration 3F: 3 clusters Score -839513.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -839754.500000 Penalty: 4292.640625
	Iteration 4F: 3 clusters Score -839754.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -839997.937500 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -839997.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -840236.375000 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -840236.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -840437.625000 Penalty: 4292.640625
	Iteration 7Q: 3 clusters Score -840437.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -840582.000000 Penalty: 4292.640625
	Iteration 8Q: 3 clusters Score -840582 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -840713.750000 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -840713.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -840857.125000 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -840857.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -840992.875000 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -840992.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -841151.687500 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -841151.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -841309.875000 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -841309.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -841507.437500 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -841507.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -841714.000000 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -841714 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -841906.062500 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -841906.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -842061.750000 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -842061.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -842149.000000 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -842149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -842202.562500 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -842202.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -842225.625000 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -842225.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -842240.437500 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -842240.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -842249.125000 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -842249.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -842258.500000 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -842258.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -842267.687500 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -842267.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -842272.187500 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -842272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -842275.875000 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -842275.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -842278.187500 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -842278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -842277.875000 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -842277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -842276.187500 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -842276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -842278.500000 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -842278.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -842278.375000 Penalty: 4292.640625
	Iteration 31Q: 3 clusters Score -842278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -842279.625000 Penalty: 4292.640625
	Iteration 32Q: 3 clusters Score -842279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -842281.437500 Penalty: 4292.640625
	Iteration 33Q: 3 clusters Score -842281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -842285.562500 Penalty: 4292.640625
	Iteration 34Q: 3 clusters Score -842285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -842286.875000 Penalty: 4292.640625
	Iteration 35Q: 3 clusters Score -842286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -842287.937500 Penalty: 4292.640625
	Iteration 36Q: 3 clusters Score -842287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -842286.062500 Penalty: 4292.640625
	Iteration 37Q: 3 clusters Score -842286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -842286.687500 Penalty: 4292.640625
	Iteration 38Q: 3 clusters Score -842286.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -842286.875000 Penalty: 4292.640625
	Iteration 39Q: 3 clusters Score -842286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -842287.000000 Penalty: 4292.640625
	Iteration 40F: 3 clusters Score -842287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -842287.625000 Penalty: 4292.640625
	Iteration 41Q: 3 clusters Score -842287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -842287.312500 Penalty: 4292.640625
	Iteration 42Q: 3 clusters Score -842287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -842287.250000 Penalty: 4292.640625
	Iteration 43Q: 3 clusters Score -842287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -842287.062500 Penalty: 4292.640625
	Iteration 44Q: 3 clusters Score -842287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -842287.500000 Penalty: 4292.640625
	Iteration 45Q: 3 clusters Score -842287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -842287.500000 Penalty: 4292.640625
	Iteration 46F: 3 clusters Score -842287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Entering Unmasked Estep 
Score: -16867148.000000 Penalty: 2871.855225
	Iteration 0F: 2 clusters Score -1.686715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -16798248.000000 Penalty: 5743.710449
	Iteration 0F: 3 clusters Score -1.679825e+07 nChanged 50573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -16827216.000000 Penalty: 5743.710449
	Iteration 1F: 3 clusters Score -1.682722e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -16828156.000000 Penalty: 5743.710449
	Iteration 2Q: 3 clusters Score -1.682816e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -16829648.000000 Penalty: 5743.710449
	Iteration 3Q: 3 clusters Score -1.682965e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -16831958.000000 Penalty: 5743.710449
	Iteration 4Q: 3 clusters Score -1.683196e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -16835434.000000 Penalty: 5743.710449
	Iteration 5F: 3 clusters Score -1.683543e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -16840024.000000 Penalty: 5743.710449
	Iteration 6F: 3 clusters Score -1.684002e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -16845862.000000 Penalty: 5743.710449
	Iteration 7F: 3 clusters Score -1.684586e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85578 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -16851332.000000 Penalty: 5743.710449
	Iteration 8F: 3 clusters Score -1.685133e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90255 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -16855448.000000 Penalty: 5743.710449
	Iteration 9Q: 3 clusters Score -1.685545e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93809 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -16858442.000000 Penalty: 5743.710449
	Iteration 10Q: 3 clusters Score -1.685844e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -16860508.000000 Penalty: 5743.710449
	Iteration 11Q: 3 clusters Score -1.686051e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98676 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -16861902.000000 Penalty: 5743.710449
	Iteration 12Q: 3 clusters Score -1.68619e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -16862716.000000 Penalty: 5743.710449
	Iteration 13Q: 3 clusters Score -1.686272e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -16863320.000000 Penalty: 5743.710449
	Iteration 14Q: 3 clusters Score -1.686332e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -16863760.000000 Penalty: 5743.710449
	Iteration 15Q: 3 clusters Score -1.686376e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103779 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -16863970.000000 Penalty: 5743.710449
	Iteration 16Q: 3 clusters Score -1.686397e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104418 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -16864148.000000 Penalty: 5743.710449
	Iteration 17Q: 3 clusters Score -1.686415e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -16864324.000000 Penalty: 5743.710449
	Iteration 18Q: 3 clusters Score -1.686432e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -16864412.000000 Penalty: 5743.710449
	Iteration 19Q: 3 clusters Score -1.686441e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -16864552.000000 Penalty: 5743.710449
	Iteration 20F: 3 clusters Score -1.686455e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105740 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -16864600.000000 Penalty: 5743.710449
	Iteration 21Q: 3 clusters Score -1.68646e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -16864650.000000 Penalty: 5743.710449
	Iteration 22Q: 3 clusters Score -1.686465e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105961 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16864706.000000 Penalty: 5743.710449
	Iteration 23Q: 3 clusters Score -1.686471e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106012 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -16864748.000000 Penalty: 5743.710449
	Iteration 24Q: 3 clusters Score -1.686475e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106064 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -16864778.000000 Penalty: 5743.710449
	Iteration 25Q: 3 clusters Score -1.686478e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16864824.000000 Penalty: 5743.710449
	Iteration 26Q: 3 clusters Score -1.686482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106123 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -16864826.000000 Penalty: 5743.710449
	Iteration 27Q: 3 clusters Score -1.686483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106142 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -16864836.000000 Penalty: 5743.710449
	Iteration 28Q: 3 clusters Score -1.686484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -16864840.000000 Penalty: 5743.710449
	Iteration 29Q: 3 clusters Score -1.686484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16864824.000000 Penalty: 5743.710449
	Iteration 30Q: 3 clusters Score -1.686482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16864828.000000 Penalty: 5743.710449
	Iteration 31Q: 3 clusters Score -1.686483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -16864834.000000 Penalty: 5743.710449
	Iteration 32Q: 3 clusters Score -1.686483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16864838.000000 Penalty: 5743.710449
	Iteration 33Q: 3 clusters Score -1.686484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -16864860.000000 Penalty: 5743.710449
	Iteration 34Q: 3 clusters Score -1.686486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106230 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -16864862.000000 Penalty: 5743.710449
	Iteration 35Q: 3 clusters Score -1.686486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -16864876.000000 Penalty: 5743.710449
	Iteration 36Q: 3 clusters Score -1.686488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -16864866.000000 Penalty: 5743.710449
	Iteration 37Q: 3 clusters Score -1.686487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -16864876.000000 Penalty: 5743.710449
	Iteration 38Q: 3 clusters Score -1.686488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16864880.000000 Penalty: 5743.710449
	Iteration 39Q: 3 clusters Score -1.686488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -16864880.000000 Penalty: 5743.710449
	Iteration 40F: 3 clusters Score -1.686488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -364500.187500 Penalty: 1933.320312
	Iteration 0F: 2 clusters Score -364500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -361614.750000 Penalty: 3866.640625
	Iteration 0F: 3 clusters Score -361614.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -362205.437500 Penalty: 3866.640625
	Iteration 1F: 3 clusters Score -362205.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -362534.031250 Penalty: 3866.640625
	Iteration 2F: 3 clusters Score -362534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -362844.531250 Penalty: 3866.640625
	Iteration 3F: 3 clusters Score -362844.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -363169.343750 Penalty: 3866.640625
	Iteration 4F: 3 clusters Score -363169.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -363426.093750 Penalty: 3866.640625
	Iteration 5F: 3 clusters Score -363426.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -363571.031250 Penalty: 3866.640625
	Iteration 6Q: 3 clusters Score -363571 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -363640.562500 Penalty: 3866.640625
	Iteration 7Q: 3 clusters Score -363640.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -363683.125000 Penalty: 3866.640625
	Iteration 8Q: 3 clusters Score -363683.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -363735.437500 Penalty: 3866.640625
	Iteration 9Q: 3 clusters Score -363735.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -363766.968750 Penalty: 3866.640625
	Iteration 10Q: 3 clusters Score -363767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -363787.531250 Penalty: 3866.640625
	Iteration 11Q: 3 clusters Score -363787.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -363798.562500 Penalty: 3866.640625
	Iteration 12Q: 3 clusters Score -363798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -363805.218750 Penalty: 3866.640625
	Iteration 13Q: 3 clusters Score -363805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -363812.343750 Penalty: 3866.640625
	Iteration 14Q: 3 clusters Score -363812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -363816.375000 Penalty: 3866.640625
	Iteration 15Q: 3 clusters Score -363816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -363819.312500 Penalty: 3866.640625
	Iteration 16Q: 3 clusters Score -363819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -363820.406250 Penalty: 3866.640625
	Iteration 17Q: 3 clusters Score -363820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -363822.062500 Penalty: 3866.640625
	Iteration 18Q: 3 clusters Score -363822.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -363822.062500 Penalty: 3866.640625
	Iteration 19F: 3 clusters Score -363822.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Entering Unmasked Estep 
Score: -3013464.000000 Penalty: 2449.684326
	Iteration 0F: 2 clusters Score -3013464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2999694.000000 Penalty: 4899.368652
	Iteration 0F: 3 clusters Score -2999694 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3004292.250000 Penalty: 4899.368652
	Iteration 1F: 3 clusters Score -3004292 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -3004649.000000 Penalty: 4899.368652
	Iteration 2F: 3 clusters Score -3004649 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -3004956.250000 Penalty: 4899.368652
	Iteration 3Q: 3 clusters Score -3004956 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3005288.250000 Penalty: 4899.368652
	Iteration 4Q: 3 clusters Score -3005288 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3005661.000000 Penalty: 4899.368652
	Iteration 5Q: 3 clusters Score -3005661 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3006154.500000 Penalty: 4899.368652
	Iteration 6Q: 3 clusters Score -3006154 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3006724.750000 Penalty: 4899.368652
	Iteration 7Q: 3 clusters Score -3006725 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3007478.000000 Penalty: 4899.368652
	Iteration 8F: 3 clusters Score -3007478 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3008453.500000 Penalty: 4899.368652
	Iteration 9F: 3 clusters Score -3008454 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3009352.750000 Penalty: 4899.368652
	Iteration 10F: 3 clusters Score -3009353 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3010024.000000 Penalty: 4899.368652
	Iteration 11Q: 3 clusters Score -3010024 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3010495.250000 Penalty: 4899.368652
	Iteration 12Q: 3 clusters Score -3010495 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3010820.500000 Penalty: 4899.368652
	Iteration 13Q: 3 clusters Score -3010820 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3011010.750000 Penalty: 4899.368652
	Iteration 14Q: 3 clusters Score -3011011 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3011148.000000 Penalty: 4899.368652
	Iteration 15Q: 3 clusters Score -3011148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3011217.750000 Penalty: 4899.368652
	Iteration 16Q: 3 clusters Score -3011218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3011253.000000 Penalty: 4899.368652
	Iteration 17Q: 3 clusters Score -3011253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3011279.250000 Penalty: 4899.368652
	Iteration 18Q: 3 clusters Score -3011279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3011301.500000 Penalty: 4899.368652
	Iteration 19Q: 3 clusters Score -3011302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3011311.500000 Penalty: 4899.368652
	Iteration 20F: 3 clusters Score -3011312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3011316.500000 Penalty: 4899.368652
	Iteration 21Q: 3 clusters Score -3011316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3011319.750000 Penalty: 4899.368652
	Iteration 22Q: 3 clusters Score -3011320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3011325.000000 Penalty: 4899.368652
	Iteration 23Q: 3 clusters Score -3011325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3011329.000000 Penalty: 4899.368652
	Iteration 24Q: 3 clusters Score -3011329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3011329.000000 Penalty: 4899.368652
	Iteration 25F: 3 clusters Score -3011329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -398158.281250 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -398158.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -395150.687500 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -395150.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -395799.687500 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -395799.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -395971.937500 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -395971.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -396042.406250 Penalty: 3917.427734
	Iteration 3Q: 3 clusters Score -396042.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -396082.781250 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -396082.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -396114.125000 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -396114.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -396147.156250 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -396147.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -396169.875000 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -396169.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -396188.406250 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -396188.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -396198.687500 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -396198.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -396207.843750 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -396207.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -396215.656250 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -396215.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -396222.375000 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -396222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -396230.906250 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -396230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -396235.750000 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -396235.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -396243.968750 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -396244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -396252.781250 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -396252.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -396262.156250 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -396262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -396265.468750 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -396265.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -396271.531250 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -396271.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396276.906250 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -396276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -396279.843750 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -396279.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -396284.031250 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -396284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -396292.656250 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -396292.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396296.750000 Penalty: 3917.427734
	Iteration 24Q: 3 clusters Score -396296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396302.281250 Penalty: 3917.427734
	Iteration 25Q: 3 clusters Score -396302.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396306.875000 Penalty: 3917.427734
	Iteration 26Q: 3 clusters Score -396306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -396310.125000 Penalty: 3917.427734
	Iteration 27Q: 3 clusters Score -396310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -396313.656250 Penalty: 3917.427734
	Iteration 28Q: 3 clusters Score -396313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -396315.156250 Penalty: 3917.427734
	Iteration 29Q: 3 clusters Score -396315.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -396316.187500 Penalty: 3917.427734
	Iteration 30Q: 3 clusters Score -396316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396317.062500 Penalty: 3917.427734
	Iteration 31Q: 3 clusters Score -396317.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -396317.062500 Penalty: 3917.427734
	Iteration 32F: 3 clusters Score -396317.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Entering Unmasked Estep 
Score: -891562.125000 Penalty: 2140.325195
	Iteration 0F: 2 clusters Score -891562.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -886673.250000 Penalty: 4280.650391
	Iteration 0F: 3 clusters Score -886673.2 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -887923.375000 Penalty: 4280.650391
	Iteration 1F: 3 clusters Score -887923.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -888146.312500 Penalty: 4280.650391
	Iteration 2F: 3 clusters Score -888146.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -888289.062500 Penalty: 4280.650391
	Iteration 3Q: 3 clusters Score -888289.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -888408.875000 Penalty: 4280.650391
	Iteration 4Q: 3 clusters Score -888408.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -888508.062500 Penalty: 4280.650391
	Iteration 5Q: 3 clusters Score -888508.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -888600.312500 Penalty: 4280.650391
	Iteration 6Q: 3 clusters Score -888600.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -888691.937500 Penalty: 4280.650391
	Iteration 7Q: 3 clusters Score -888691.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -888787.812500 Penalty: 4280.650391
	Iteration 8Q: 3 clusters Score -888787.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -888884.625000 Penalty: 4280.650391
	Iteration 9Q: 3 clusters Score -888884.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -888969.875000 Penalty: 4280.650391
	Iteration 10Q: 3 clusters Score -888969.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -889062.625000 Penalty: 4280.650391
	Iteration 11Q: 3 clusters Score -889062.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -889166.750000 Penalty: 4280.650391
	Iteration 12Q: 3 clusters Score -889166.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -889262.187500 Penalty: 4280.650391
	Iteration 13Q: 3 clusters Score -889262.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -889354.250000 Penalty: 4280.650391
	Iteration 14Q: 3 clusters Score -889354.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -889439.687500 Penalty: 4280.650391
	Iteration 15Q: 3 clusters Score -889439.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -889508.375000 Penalty: 4280.650391
	Iteration 16Q: 3 clusters Score -889508.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -889554.812500 Penalty: 4280.650391
	Iteration 17Q: 3 clusters Score -889554.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -889587.437500 Penalty: 4280.650391
	Iteration 18Q: 3 clusters Score -889587.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -889612.312500 Penalty: 4280.650391
	Iteration 19Q: 3 clusters Score -889612.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -889634.687500 Penalty: 4280.650391
	Iteration 20F: 3 clusters Score -889634.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -889646.937500 Penalty: 4280.650391
	Iteration 21Q: 3 clusters Score -889646.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -889658.625000 Penalty: 4280.650391
	Iteration 22Q: 3 clusters Score -889658.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -889674.875000 Penalty: 4280.650391
	Iteration 23Q: 3 clusters Score -889674.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -889684.312500 Penalty: 4280.650391
	Iteration 24Q: 3 clusters Score -889684.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -889695.312500 Penalty: 4280.650391
	Iteration 25Q: 3 clusters Score -889695.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -889710.937500 Penalty: 4280.650391
	Iteration 26Q: 3 clusters Score -889710.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -889727.125000 Penalty: 4280.650391
	Iteration 27Q: 3 clusters Score -889727.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -889743.375000 Penalty: 4280.650391
	Iteration 28Q: 3 clusters Score -889743.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -889755.500000 Penalty: 4280.650391
	Iteration 29Q: 3 clusters Score -889755.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -889763.187500 Penalty: 4280.650391
	Iteration 30Q: 3 clusters Score -889763.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -889771.812500 Penalty: 4280.650391
	Iteration 31Q: 3 clusters Score -889771.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -889778.250000 Penalty: 4280.650391
	Iteration 32Q: 3 clusters Score -889778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -889780.500000 Penalty: 4280.650391
	Iteration 33Q: 3 clusters Score -889780.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -889787.000000 Penalty: 4280.650391
	Iteration 34Q: 3 clusters Score -889787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -889790.875000 Penalty: 4280.650391
	Iteration 35Q: 3 clusters Score -889790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -889797.812500 Penalty: 4280.650391
	Iteration 36Q: 3 clusters Score -889797.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -889804.312500 Penalty: 4280.650391
	Iteration 37Q: 3 clusters Score -889804.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -889812.250000 Penalty: 4280.650391
	Iteration 38Q: 3 clusters Score -889812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -889816.375000 Penalty: 4280.650391
	Iteration 39Q: 3 clusters Score -889816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -889822.312500 Penalty: 4280.650391
	Iteration 40F: 3 clusters Score -889822.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -889824.125000 Penalty: 4280.650391
	Iteration 41Q: 3 clusters Score -889824.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -889828.312500 Penalty: 4280.650391
	Iteration 42Q: 3 clusters Score -889828.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -889831.437500 Penalty: 4280.650391
	Iteration 43Q: 3 clusters Score -889831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -889832.937500 Penalty: 4280.650391
	Iteration 44Q: 3 clusters Score -889832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -889832.937500 Penalty: 4280.650391
	Iteration 45F: 3 clusters Score -889832.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Entering Unmasked Estep 
Score: -111773.289062 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -111773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109999.664062 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -109999.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -110381.453125 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -110381.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110533.390625 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -110533.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110679.429688 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -110679.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110775.687500 Penalty: 3399.236328
	Iteration 4F: 3 clusters Score -110775.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -110841.960938 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -110842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110886.382812 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -110886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -110921.367188 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -110921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -110959.046875 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -110959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -110995.429688 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -110995.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -111052.687500 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -111052.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -111127.718750 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -111127.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -111165.734375 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -111165.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -111206.312500 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -111206.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -111241.445312 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -111241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -111263.031250 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -111263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -111295.710938 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -111295.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -111330.187500 Penalty: 3399.236328
	Iteration 17Q: 3 clusters Score -111330.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111348.164062 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -111348.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111360.679688 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -111360.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111382.453125 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -111382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -111399.398438 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -111399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111406.250000 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -111406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -111408.218750 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -111408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111413.000000 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -111413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111421.523438 Penalty: 3399.236328
	Iteration 25Q: 3 clusters Score -111421.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111439.429688 Penalty: 3399.236328
	Iteration 26Q: 3 clusters Score -111439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -111458.882812 Penalty: 3399.236328
	Iteration 27Q: 3 clusters Score -111458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111465.750000 Penalty: 3399.236328
	Iteration 28Q: 3 clusters Score -111465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -111473.914062 Penalty: 3399.236328
	Iteration 29Q: 3 clusters Score -111473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111485.109375 Penalty: 3399.236328
	Iteration 30Q: 3 clusters Score -111485.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -111490.296875 Penalty: 3399.236328
	Iteration 31Q: 3 clusters Score -111490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111492.125000 Penalty: 3399.236328
	Iteration 32Q: 3 clusters Score -111492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111493.765625 Penalty: 3399.236328
	Iteration 33F: 3 clusters Score -111493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111503.164062 Penalty: 3399.236328
	Iteration 34Q: 3 clusters Score -111503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111506.093750 Penalty: 3399.236328
	Iteration 35Q: 3 clusters Score -111506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -111511.265625 Penalty: 3399.236328
	Iteration 36Q: 3 clusters Score -111511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111513.351562 Penalty: 3399.236328
	Iteration 37Q: 3 clusters Score -111513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111520.796875 Penalty: 3399.236328
	Iteration 38Q: 3 clusters Score -111520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111524.687500 Penalty: 3399.236328
	Iteration 39Q: 3 clusters Score -111524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -111532.664062 Penalty: 3399.236328
	Iteration 40F: 3 clusters Score -111532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111542.312500 Penalty: 3399.236328
	Iteration 41Q: 3 clusters Score -111542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111551.570312 Penalty: 3399.236328
	Iteration 42Q: 3 clusters Score -111551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111557.828125 Penalty: 3399.236328
	Iteration 43Q: 3 clusters Score -111557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111562.734375 Penalty: 3399.236328
	Iteration 44Q: 3 clusters Score -111562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111570.617188 Penalty: 3399.236328
	Iteration 45Q: 3 clusters Score -111570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111583.046875 Penalty: 3399.236328
	Iteration 46Q: 3 clusters Score -111583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111589.320312 Penalty: 3399.236328
	Iteration 47Q: 3 clusters Score -111589.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111595.125000 Penalty: 3399.236328
	Iteration 48Q: 3 clusters Score -111595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111597.664062 Penalty: 3399.236328
	Iteration 49Q: 3 clusters Score -111597.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111597.664062 Penalty: 3399.236328
	Iteration 50F: 3 clusters Score -111597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -555793.625000 Penalty: 2043.942383
	Iteration 0F: 2 clusters Score -555793.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -552046.250000 Penalty: 4087.884766
	Iteration 0F: 3 clusters Score -552046.2 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -552961.250000 Penalty: 4087.884766
	Iteration 1F: 3 clusters Score -552961.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -553278.312500 Penalty: 4087.884766
	Iteration 2F: 3 clusters Score -553278.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -553647.937500 Penalty: 4087.884766
	Iteration 3F: 3 clusters Score -553647.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -554121.812500 Penalty: 4087.884766
	Iteration 4F: 3 clusters Score -554121.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -554685.000000 Penalty: 4087.884766
	Iteration 5F: 3 clusters Score -554685 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -555169.812500 Penalty: 4087.884766
	Iteration 6F: 3 clusters Score -555169.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -555421.687500 Penalty: 4087.884766
	Iteration 7F: 3 clusters Score -555421.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -555552.312500 Penalty: 4087.884766
	Iteration 8Q: 3 clusters Score -555552.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -555622.125000 Penalty: 4087.884766
	Iteration 9Q: 3 clusters Score -555622.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -555656.937500 Penalty: 4087.884766
	Iteration 10Q: 3 clusters Score -555656.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -555692.687500 Penalty: 4087.884766
	Iteration 11Q: 3 clusters Score -555692.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -555716.250000 Penalty: 4087.884766
	Iteration 12Q: 3 clusters Score -555716.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -555734.687500 Penalty: 4087.884766
	Iteration 13Q: 3 clusters Score -555734.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -555747.000000 Penalty: 4087.884766
	Iteration 14Q: 3 clusters Score -555747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -555754.062500 Penalty: 4087.884766
	Iteration 15Q: 3 clusters Score -555754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -555756.000000 Penalty: 4087.884766
	Iteration 16Q: 3 clusters Score -555756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -555757.562500 Penalty: 4087.884766
	Iteration 17Q: 3 clusters Score -555757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -555758.875000 Penalty: 4087.884766
	Iteration 18Q: 3 clusters Score -555758.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -555758.125000 Penalty: 4087.884766
	Iteration 19Q: 3 clusters Score -555758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -555759.562500 Penalty: 4087.884766
	Iteration 20F: 3 clusters Score -555759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -555761.750000 Penalty: 4087.884766
	Iteration 21Q: 3 clusters Score -555761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -555762.437500 Penalty: 4087.884766
	Iteration 22Q: 3 clusters Score -555762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -555762.437500 Penalty: 4087.884766
	Iteration 23F: 3 clusters Score -555762.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Entering Unmasked Estep 
Score: -2791239.750000 Penalty: 2430.375977
	Iteration 0F: 2 clusters Score -2791240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2778453.250000 Penalty: 4860.751953
	Iteration 0F: 3 clusters Score -2778453 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2782859.000000 Penalty: 4860.751953
	Iteration 1F: 3 clusters Score -2782859 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2783494.750000 Penalty: 4860.751953
	Iteration 2F: 3 clusters Score -2783495 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2784124.750000 Penalty: 4860.751953
	Iteration 3F: 3 clusters Score -2784125 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2784743.500000 Penalty: 4860.751953
	Iteration 4F: 3 clusters Score -2784744 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2785388.250000 Penalty: 4860.751953
	Iteration 5F: 3 clusters Score -2785388 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2786052.250000 Penalty: 4860.751953
	Iteration 6F: 3 clusters Score -2786052 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2786774.750000 Penalty: 4860.751953
	Iteration 7F: 3 clusters Score -2786775 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2787533.750000 Penalty: 4860.751953
	Iteration 8F: 3 clusters Score -2787534 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2788250.000000 Penalty: 4860.751953
	Iteration 9F: 3 clusters Score -2788250 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2788955.000000 Penalty: 4860.751953
	Iteration 10Q: 3 clusters Score -2788955 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2789431.500000 Penalty: 4860.751953
	Iteration 11Q: 3 clusters Score -2789432 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2789791.500000 Penalty: 4860.751953
	Iteration 12Q: 3 clusters Score -2789792 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2790011.500000 Penalty: 4860.751953
	Iteration 13Q: 3 clusters Score -2790012 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2790132.750000 Penalty: 4860.751953
	Iteration 14Q: 3 clusters Score -2790133 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2790225.500000 Penalty: 4860.751953
	Iteration 15Q: 3 clusters Score -2790226 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2790291.500000 Penalty: 4860.751953
	Iteration 16Q: 3 clusters Score -2790292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2790346.250000 Penalty: 4860.751953
	Iteration 17Q: 3 clusters Score -2790346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2790386.000000 Penalty: 4860.751953
	Iteration 18Q: 3 clusters Score -2790386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2790419.500000 Penalty: 4860.751953
	Iteration 19Q: 3 clusters Score -2790420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2790440.250000 Penalty: 4860.751953
	Iteration 20F: 3 clusters Score -2790440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2790457.750000 Penalty: 4860.751953
	Iteration 21Q: 3 clusters Score -2790458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2790478.000000 Penalty: 4860.751953
	Iteration 22Q: 3 clusters Score -2790478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2790487.750000 Penalty: 4860.751953
	Iteration 23Q: 3 clusters Score -2790488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2790498.750000 Penalty: 4860.751953
	Iteration 24Q: 3 clusters Score -2790499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2790506.500000 Penalty: 4860.751953
	Iteration 25Q: 3 clusters Score -2790506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2790507.500000 Penalty: 4860.751953
	Iteration 26Q: 3 clusters Score -2790508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2790514.250000 Penalty: 4860.751953
	Iteration 27Q: 3 clusters Score -2790514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2790537.750000 Penalty: 4860.751953
	Iteration 28Q: 3 clusters Score -2790538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2790543.000000 Penalty: 4860.751953
	Iteration 29Q: 3 clusters Score -2790543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2790552.000000 Penalty: 4860.751953
	Iteration 30Q: 3 clusters Score -2790552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2790552.500000 Penalty: 4860.751953
	Iteration 31Q: 3 clusters Score -2790552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2790551.500000 Penalty: 4860.751953
	Iteration 32Q: 3 clusters Score -2790552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2790555.750000 Penalty: 4860.751953
	Iteration 33Q: 3 clusters Score -2790556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2790560.750000 Penalty: 4860.751953
	Iteration 34Q: 3 clusters Score -2790561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2790564.750000 Penalty: 4860.751953
	Iteration 35Q: 3 clusters Score -2790565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2790565.750000 Penalty: 4860.751953
	Iteration 36Q: 3 clusters Score -2790566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -2790566.000000 Penalty: 4860.751953
	Iteration 37Q: 3 clusters Score -2790566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2790569.500000 Penalty: 4860.751953
	Iteration 38Q: 3 clusters Score -2790570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2790569.250000 Penalty: 4860.751953
	Iteration 39Q: 3 clusters Score -2790569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2790569.250000 Penalty: 4860.751953
	Iteration 40F: 3 clusters Score -2790569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -46743.320312 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -46743.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45497.199219 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -45497.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45796.007812 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -45796.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45937.933594 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -45937.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -46020.132812 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -46020.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46112.472656 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -46112.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -46300.195312 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -46300.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46478.832031 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -46478.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46661.878906 Penalty: 3001.836182
	Iteration 7F: 3 clusters Score -46661.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46864.632812 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -46864.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47165.144531 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -47165.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47289.613281 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -47289.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47359.128906 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -47359.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47361.785156 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -47361.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47361.785156 Penalty: 3001.836182
	Iteration 13F: 3 clusters Score -47361.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 18441 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34248 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 106944 members 
Mstep: Class 13 contains 2430 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 18032 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 12873 members 
Mstep: Class 22 contains 5992 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8520 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 2881 members 
Mstep: Class 28 contains 100002 members 
Mstep: Class 29 contains 125128 members 
Mstep: Class 30 contains 39461 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1800 members 
Mstep: Class 33 contains 14520 members 
Mstep: Class 34 contains 14658 members 
Mstep: Class 35 contains 160 members 
Entering Unmasked Estep 
Score: -86717912.000000 Penalty: 114959.039062
Splitting cluster 20 changes total score from -86718856.000000 to -86717912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Entering Unmasked Estep 
Score: -1978826.750000 Penalty: 2346.796143
	Iteration 0F: 2 clusters Score -1978827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1969382.125000 Penalty: 4693.592285
	Iteration 0F: 3 clusters Score -1969382 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1972539.625000 Penalty: 4693.592285
	Iteration 1F: 3 clusters Score -1972540 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1973316.750000 Penalty: 4693.592285
	Iteration 2F: 3 clusters Score -1973317 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1974216.875000 Penalty: 4693.592285
	Iteration 3F: 3 clusters Score -1974217 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1975131.125000 Penalty: 4693.592285
	Iteration 4F: 3 clusters Score -1975131 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1975974.250000 Penalty: 4693.592285
	Iteration 5F: 3 clusters Score -1975974 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1976739.000000 Penalty: 4693.592285
	Iteration 6F: 3 clusters Score -1976739 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1977358.000000 Penalty: 4693.592285
	Iteration 7F: 3 clusters Score -1977358 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1977764.500000 Penalty: 4693.592285
	Iteration 8Q: 3 clusters Score -1977764 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1978041.125000 Penalty: 4693.592285
	Iteration 9Q: 3 clusters Score -1978041 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1978254.500000 Penalty: 4693.592285
	Iteration 10Q: 3 clusters Score -1978254 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1978379.875000 Penalty: 4693.592285
	Iteration 11Q: 3 clusters Score -1978380 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1978447.625000 Penalty: 4693.592285
	Iteration 12Q: 3 clusters Score -1978448 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1978485.500000 Penalty: 4693.592285
	Iteration 13Q: 3 clusters Score -1978486 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1978508.375000 Penalty: 4693.592285
	Iteration 14Q: 3 clusters Score -1978508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1978518.000000 Penalty: 4693.592285
	Iteration 15Q: 3 clusters Score -1978518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1978521.125000 Penalty: 4693.592285
	Iteration 16Q: 3 clusters Score -1978521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1978529.125000 Penalty: 4693.592285
	Iteration 17Q: 3 clusters Score -1978529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1978532.625000 Penalty: 4693.592285
	Iteration 18Q: 3 clusters Score -1978533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1978536.500000 Penalty: 4693.592285
	Iteration 19Q: 3 clusters Score -1978536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1978537.875000 Penalty: 4693.592285
	Iteration 20F: 3 clusters Score -1978538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1978539.750000 Penalty: 4693.592285
	Iteration 21Q: 3 clusters Score -1978540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1978542.000000 Penalty: 4693.592285
	Iteration 22Q: 3 clusters Score -1978542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1978539.625000 Penalty: 4693.592285
	Iteration 23Q: 3 clusters Score -1978540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1978538.750000 Penalty: 4693.592285
	Iteration 24Q: 3 clusters Score -1978539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1978539.125000 Penalty: 4693.592285
	Iteration 25Q: 3 clusters Score -1978539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1978540.000000 Penalty: 4693.592285
	Iteration 26Q: 3 clusters Score -1978540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1978541.250000 Penalty: 4693.592285
	Iteration 27Q: 3 clusters Score -1978541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1978541.625000 Penalty: 4693.592285
	Iteration 28Q: 3 clusters Score -1978542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1978541.625000 Penalty: 4693.592285
	Iteration 29F: 3 clusters Score -1978542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -945936.500000 Penalty: 2157.148682
	Iteration 0F: 2 clusters Score -945936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -940756.750000 Penalty: 4314.297363
	Iteration 0F: 3 clusters Score -940756.8 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -942078.062500 Penalty: 4314.297363
	Iteration 1F: 3 clusters Score -942078.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -942374.625000 Penalty: 4314.297363
	Iteration 2F: 3 clusters Score -942374.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -942656.812500 Penalty: 4314.297363
	Iteration 3F: 3 clusters Score -942656.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -942957.750000 Penalty: 4314.297363
	Iteration 4F: 3 clusters Score -942957.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -943215.500000 Penalty: 4314.297363
	Iteration 5F: 3 clusters Score -943215.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -943452.375000 Penalty: 4314.297363
	Iteration 6F: 3 clusters Score -943452.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -943687.500000 Penalty: 4314.297363
	Iteration 7F: 3 clusters Score -943687.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -943900.875000 Penalty: 4314.297363
	Iteration 8Q: 3 clusters Score -943900.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -944044.250000 Penalty: 4314.297363
	Iteration 9Q: 3 clusters Score -944044.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -944140.937500 Penalty: 4314.297363
	Iteration 10Q: 3 clusters Score -944140.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -944215.750000 Penalty: 4314.297363
	Iteration 11Q: 3 clusters Score -944215.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -944266.625000 Penalty: 4314.297363
	Iteration 12Q: 3 clusters Score -944266.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -944308.375000 Penalty: 4314.297363
	Iteration 13Q: 3 clusters Score -944308.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -944339.750000 Penalty: 4314.297363
	Iteration 14Q: 3 clusters Score -944339.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -944366.875000 Penalty: 4314.297363
	Iteration 15Q: 3 clusters Score -944366.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -944382.062500 Penalty: 4314.297363
	Iteration 16Q: 3 clusters Score -944382.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -944395.625000 Penalty: 4314.297363
	Iteration 17Q: 3 clusters Score -944395.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -944406.437500 Penalty: 4314.297363
	Iteration 18Q: 3 clusters Score -944406.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -944414.562500 Penalty: 4314.297363
	Iteration 19Q: 3 clusters Score -944414.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -944419.187500 Penalty: 4314.297363
	Iteration 20F: 3 clusters Score -944419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -944425.375000 Penalty: 4314.297363
	Iteration 21Q: 3 clusters Score -944425.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -944437.812500 Penalty: 4314.297363
	Iteration 22Q: 3 clusters Score -944437.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -944449.312500 Penalty: 4314.297363
	Iteration 23Q: 3 clusters Score -944449.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -944454.062500 Penalty: 4314.297363
	Iteration 24Q: 3 clusters Score -944454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -944455.437500 Penalty: 4314.297363
	Iteration 25Q: 3 clusters Score -944455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -944457.250000 Penalty: 4314.297363
	Iteration 26Q: 3 clusters Score -944457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -944458.187500 Penalty: 4314.297363
	Iteration 27Q: 3 clusters Score -944458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -944458.937500 Penalty: 4314.297363
	Iteration 28Q: 3 clusters Score -944458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -944464.125000 Penalty: 4314.297363
	Iteration 29Q: 3 clusters Score -944464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -944463.812500 Penalty: 4314.297363
	Iteration 30Q: 3 clusters Score -944463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -944468.000000 Penalty: 4314.297363
	Iteration 31Q: 3 clusters Score -944468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -944468.750000 Penalty: 4314.297363
	Iteration 32Q: 3 clusters Score -944468.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -944469.687500 Penalty: 4314.297363
	Iteration 33Q: 3 clusters Score -944469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -944471.562500 Penalty: 4314.297363
	Iteration 34Q: 3 clusters Score -944471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -944474.312500 Penalty: 4314.297363
	Iteration 35Q: 3 clusters Score -944474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -944475.250000 Penalty: 4314.297363
	Iteration 36Q: 3 clusters Score -944475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -944476.750000 Penalty: 4314.297363
	Iteration 37Q: 3 clusters Score -944476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -944476.750000 Penalty: 4314.297363
	Iteration 38F: 3 clusters Score -944476.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -193861.703125 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -193861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -191669.718750 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -191669.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -192400.140625 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -192400.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -193138.281250 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -193138.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -193730.796875 Penalty: 3605.384277
	Iteration 3F: 3 clusters Score -193730.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -194081.015625 Penalty: 3605.384277
	Iteration 4F: 3 clusters Score -194081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -194200.265625 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -194200.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -194261.718750 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -194261.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -194297.156250 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -194297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -194318.921875 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -194318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -194339.640625 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -194339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -194352.625000 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -194352.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -194360.671875 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -194360.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -194365.171875 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -194365.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -194372.812500 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -194372.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -194383.906250 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -194383.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -194393.015625 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -194393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194395.156250 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -194395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -194398.531250 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -194398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -194400.421875 Penalty: 3605.384277
	Iteration 18Q: 3 clusters Score -194400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -194401.312500 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -194401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -194402.328125 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -194402.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 18441 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34248 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 106944 members 
Mstep: Class 13 contains 2430 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 18032 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 12873 members 
Mstep: Class 22 contains 5992 members 
Mstep: Class 23 contains 834 members 
Mstep: Class 24 contains 8520 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 2881 members 
Mstep: Class 28 contains 100002 members 
Mstep: Class 29 contains 125128 members 
Mstep: Class 30 contains 39461 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1800 members 
Mstep: Class 33 contains 14520 members 
Mstep: Class 34 contains 14658 members 
Mstep: Class 35 contains 601 members 
Entering Unmasked Estep 
Score: -86717944.000000 Penalty: 114959.039062
Splitting cluster 23 changes total score from -86718856.000000 to -86717944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (8520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Entering Unmasked Estep 
Score: -1279713.625000 Penalty: 2244.442627
	Iteration 0F: 2 clusters Score -1279714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1272936.750000 Penalty: 4488.885254
	Iteration 0F: 3 clusters Score -1272937 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1274812.000000 Penalty: 4488.885254
	Iteration 1F: 3 clusters Score -1274812 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1275078.125000 Penalty: 4488.885254
	Iteration 2F: 3 clusters Score -1275078 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1275268.125000 Penalty: 4488.885254
	Iteration 3Q: 3 clusters Score -1275268 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1275417.375000 Penalty: 4488.885254
	Iteration 4Q: 3 clusters Score -1275417 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1275561.750000 Penalty: 4488.885254
	Iteration 5Q: 3 clusters Score -1275562 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1275684.250000 Penalty: 4488.885254
	Iteration 6Q: 3 clusters Score -1275684 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1275780.625000 Penalty: 4488.885254
	Iteration 7Q: 3 clusters Score -1275781 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1275880.000000 Penalty: 4488.885254
	Iteration 8Q: 3 clusters Score -1275880 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1275956.750000 Penalty: 4488.885254
	Iteration 9Q: 3 clusters Score -1275957 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1276028.250000 Penalty: 4488.885254
	Iteration 10Q: 3 clusters Score -1276028 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1276083.375000 Penalty: 4488.885254
	Iteration 11Q: 3 clusters Score -1276083 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1276144.500000 Penalty: 4488.885254
	Iteration 12Q: 3 clusters Score -1276144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1276203.250000 Penalty: 4488.885254
	Iteration 13Q: 3 clusters Score -1276203 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1276259.000000 Penalty: 4488.885254
	Iteration 14Q: 3 clusters Score -1276259 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1276301.500000 Penalty: 4488.885254
	Iteration 15Q: 3 clusters Score -1276302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1276338.500000 Penalty: 4488.885254
	Iteration 16Q: 3 clusters Score -1276338 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1276382.250000 Penalty: 4488.885254
	Iteration 17Q: 3 clusters Score -1276382 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1276442.250000 Penalty: 4488.885254
	Iteration 18Q: 3 clusters Score -1276442 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1276502.625000 Penalty: 4488.885254
	Iteration 19Q: 3 clusters Score -1276503 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1276555.000000 Penalty: 4488.885254
	Iteration 20F: 3 clusters Score -1276555 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1276616.250000 Penalty: 4488.885254
	Iteration 21Q: 3 clusters Score -1276616 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1276697.875000 Penalty: 4488.885254
	Iteration 22Q: 3 clusters Score -1276698 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1276790.250000 Penalty: 4488.885254
	Iteration 23Q: 3 clusters Score -1276790 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1276869.500000 Penalty: 4488.885254
	Iteration 24Q: 3 clusters Score -1276870 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1276955.625000 Penalty: 4488.885254
	Iteration 25Q: 3 clusters Score -1276956 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1277043.500000 Penalty: 4488.885254
	Iteration 26Q: 3 clusters Score -1277044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1277132.625000 Penalty: 4488.885254
	Iteration 27Q: 3 clusters Score -1277133 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1277186.875000 Penalty: 4488.885254
	Iteration 28Q: 3 clusters Score -1277187 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1277232.875000 Penalty: 4488.885254
	Iteration 29Q: 3 clusters Score -1277233 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1277259.125000 Penalty: 4488.885254
	Iteration 30Q: 3 clusters Score -1277259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1277283.125000 Penalty: 4488.885254
	Iteration 31Q: 3 clusters Score -1277283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1277303.625000 Penalty: 4488.885254
	Iteration 32Q: 3 clusters Score -1277304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1277313.250000 Penalty: 4488.885254
	Iteration 33Q: 3 clusters Score -1277313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1277325.500000 Penalty: 4488.885254
	Iteration 34Q: 3 clusters Score -1277326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1277334.625000 Penalty: 4488.885254
	Iteration 35Q: 3 clusters Score -1277335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1277335.500000 Penalty: 4488.885254
	Iteration 36Q: 3 clusters Score -1277336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1277340.750000 Penalty: 4488.885254
	Iteration 37Q: 3 clusters Score -1277341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1277345.750000 Penalty: 4488.885254
	Iteration 38Q: 3 clusters Score -1277346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1277347.625000 Penalty: 4488.885254
	Iteration 39Q: 3 clusters Score -1277348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1277350.750000 Penalty: 4488.885254
	Iteration 40F: 3 clusters Score -1277351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1277356.875000 Penalty: 4488.885254
	Iteration 41Q: 3 clusters Score -1277357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1277356.500000 Penalty: 4488.885254
	Iteration 42Q: 3 clusters Score -1277356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1277356.250000 Penalty: 4488.885254
	Iteration 43Q: 3 clusters Score -1277356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1277358.250000 Penalty: 4488.885254
	Iteration 44Q: 3 clusters Score -1277358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1277358.125000 Penalty: 4488.885254
	Iteration 45Q: 3 clusters Score -1277358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1277357.750000 Penalty: 4488.885254
	Iteration 46Q: 3 clusters Score -1277358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1277358.250000 Penalty: 4488.885254
	Iteration 47Q: 3 clusters Score -1277358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1277360.250000 Penalty: 4488.885254
	Iteration 48Q: 3 clusters Score -1277360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1277363.125000 Penalty: 4488.885254
	Iteration 49Q: 3 clusters Score -1277363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1277363.000000 Penalty: 4488.885254
	Iteration 50Q: 3 clusters Score -1277363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1277363.125000 Penalty: 4488.885254
	Iteration 51Q: 3 clusters Score -1277363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1277364.000000 Penalty: 4488.885254
	Iteration 52Q: 3 clusters Score -1277364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1277364.000000 Penalty: 4488.885254
	Iteration 53F: 3 clusters Score -1277364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -310266.937500 Penalty: 1880.140015
	Iteration 0F: 2 clusters Score -310266.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -307668.281250 Penalty: 3760.280029
	Iteration 0F: 3 clusters Score -307668.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -308099.312500 Penalty: 3760.280029
	Iteration 1F: 3 clusters Score -308099.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -308203.312500 Penalty: 3760.280029
	Iteration 2F: 3 clusters Score -308203.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -308273.000000 Penalty: 3760.280029
	Iteration 3Q: 3 clusters Score -308273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -308317.875000 Penalty: 3760.280029
	Iteration 4Q: 3 clusters Score -308317.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -308340.687500 Penalty: 3760.280029
	Iteration 5Q: 3 clusters Score -308340.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -308355.437500 Penalty: 3760.280029
	Iteration 6Q: 3 clusters Score -308355.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -308369.031250 Penalty: 3760.280029
	Iteration 7Q: 3 clusters Score -308369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -308382.343750 Penalty: 3760.280029
	Iteration 8Q: 3 clusters Score -308382.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -308391.187500 Penalty: 3760.280029
	Iteration 9Q: 3 clusters Score -308391.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -308398.406250 Penalty: 3760.280029
	Iteration 10Q: 3 clusters Score -308398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -308401.625000 Penalty: 3760.280029
	Iteration 11Q: 3 clusters Score -308401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -308402.625000 Penalty: 3760.280029
	Iteration 12Q: 3 clusters Score -308402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -308403.375000 Penalty: 3760.280029
	Iteration 13Q: 3 clusters Score -308403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -308403.375000 Penalty: 3760.280029
	Iteration 14F: 3 clusters Score -308403.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -295509.375000 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -295509.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -292916.562500 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -292916.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -293433.593750 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -293433.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -293607.781250 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -293607.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -293679.406250 Penalty: 3765.563477
	Iteration 3Q: 3 clusters Score -293679.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -293720.843750 Penalty: 3765.563477
	Iteration 4Q: 3 clusters Score -293720.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -293759.843750 Penalty: 3765.563477
	Iteration 5Q: 3 clusters Score -293759.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -293781.593750 Penalty: 3765.563477
	Iteration 6Q: 3 clusters Score -293781.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -293801.750000 Penalty: 3765.563477
	Iteration 7Q: 3 clusters Score -293801.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -293821.250000 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -293821.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -293841.687500 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -293841.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -293859.843750 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -293859.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -293874.531250 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -293874.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -293892.781250 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -293892.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -293910.312500 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -293910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -293921.906250 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -293921.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -293932.156250 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -293932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -293944.562500 Penalty: 3765.563477
	Iteration 16Q: 3 clusters Score -293944.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -293950.156250 Penalty: 3765.563477
	Iteration 17Q: 3 clusters Score -293950.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -293951.281250 Penalty: 3765.563477
	Iteration 18Q: 3 clusters Score -293951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -293952.687500 Penalty: 3765.563477
	Iteration 19Q: 3 clusters Score -293952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -293953.968750 Penalty: 3765.563477
	Iteration 20F: 3 clusters Score -293954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -293956.125000 Penalty: 3765.563477
	Iteration 21Q: 3 clusters Score -293956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293958.000000 Penalty: 3765.563477
	Iteration 22Q: 3 clusters Score -293958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293958.968750 Penalty: 3765.563477
	Iteration 23Q: 3 clusters Score -293959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293961.000000 Penalty: 3765.563477
	Iteration 24Q: 3 clusters Score -293961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -293961.000000 Penalty: 3765.563477
	Iteration 25F: 3 clusters Score -293961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -454702.312500 Penalty: 1975.541382
	Iteration 0F: 2 clusters Score -454702.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -451543.312500 Penalty: 3951.082764
	Iteration 0F: 3 clusters Score -451543.3 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -452161.281250 Penalty: 3951.082764
	Iteration 1F: 3 clusters Score -452161.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -452289.812500 Penalty: 3951.082764
	Iteration 2F: 3 clusters Score -452289.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -452374.437500 Penalty: 3951.082764
	Iteration 3Q: 3 clusters Score -452374.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -452428.468750 Penalty: 3951.082764
	Iteration 4Q: 3 clusters Score -452428.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -452467.781250 Penalty: 3951.082764
	Iteration 5Q: 3 clusters Score -452467.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -452495.656250 Penalty: 3951.082764
	Iteration 6Q: 3 clusters Score -452495.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -452524.500000 Penalty: 3951.082764
	Iteration 7Q: 3 clusters Score -452524.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -452540.937500 Penalty: 3951.082764
	Iteration 8Q: 3 clusters Score -452540.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -452554.375000 Penalty: 3951.082764
	Iteration 9Q: 3 clusters Score -452554.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -452565.468750 Penalty: 3951.082764
	Iteration 10Q: 3 clusters Score -452565.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -452576.968750 Penalty: 3951.082764
	Iteration 11Q: 3 clusters Score -452577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -452587.375000 Penalty: 3951.082764
	Iteration 12Q: 3 clusters Score -452587.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -452594.718750 Penalty: 3951.082764
	Iteration 13Q: 3 clusters Score -452594.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -452603.500000 Penalty: 3951.082764
	Iteration 14Q: 3 clusters Score -452603.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -452607.125000 Penalty: 3951.082764
	Iteration 15Q: 3 clusters Score -452607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -452609.812500 Penalty: 3951.082764
	Iteration 16Q: 3 clusters Score -452609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -452612.156250 Penalty: 3951.082764
	Iteration 17Q: 3 clusters Score -452612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -452613.031250 Penalty: 3951.082764
	Iteration 18Q: 3 clusters Score -452613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -452615.343750 Penalty: 3951.082764
	Iteration 19Q: 3 clusters Score -452615.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -452616.156250 Penalty: 3951.082764
	Iteration 20F: 3 clusters Score -452616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -452616.875000 Penalty: 3951.082764
	Iteration 21Q: 3 clusters Score -452616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -452616.875000 Penalty: 3951.082764
	Iteration 22F: 3 clusters Score -452616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (100002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Entering Unmasked Estep 
Score: -15798539.000000 Penalty: 2855.210449
	Iteration 0F: 2 clusters Score -1.579854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -15732185.000000 Penalty: 5710.420898
	Iteration 0F: 3 clusters Score -1.573218e+07 nChanged 47392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -15759359.000000 Penalty: 5710.420898
	Iteration 1F: 3 clusters Score -1.575936e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -15760236.000000 Penalty: 5710.420898
	Iteration 2Q: 3 clusters Score -1.576024e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -15761125.000000 Penalty: 5710.420898
	Iteration 3Q: 3 clusters Score -1.576112e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -15761938.000000 Penalty: 5710.420898
	Iteration 4Q: 3 clusters Score -1.576194e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -15763401.000000 Penalty: 5710.420898
	Iteration 5Q: 3 clusters Score -1.57634e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -15765455.000000 Penalty: 5710.420898
	Iteration 6Q: 3 clusters Score -1.576546e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -15768558.000000 Penalty: 5710.420898
	Iteration 7F: 3 clusters Score -1.576856e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -15773159.000000 Penalty: 5710.420898
	Iteration 8F: 3 clusters Score -1.577316e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -15779221.000000 Penalty: 5710.420898
	Iteration 9F: 3 clusters Score -1.577922e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87619 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -15785686.000000 Penalty: 5710.420898
	Iteration 10F: 3 clusters Score -1.578569e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -15790758.000000 Penalty: 5710.420898
	Iteration 11F: 3 clusters Score -1.579076e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -15793579.000000 Penalty: 5710.420898
	Iteration 12Q: 3 clusters Score -1.579358e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -15794980.000000 Penalty: 5710.420898
	Iteration 13Q: 3 clusters Score -1.579498e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -15795550.000000 Penalty: 5710.420898
	Iteration 14Q: 3 clusters Score -1.579555e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -15795801.000000 Penalty: 5710.420898
	Iteration 15Q: 3 clusters Score -1.57958e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -15795896.000000 Penalty: 5710.420898
	Iteration 16Q: 3 clusters Score -1.57959e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99460 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -15795954.000000 Penalty: 5710.420898
	Iteration 17Q: 3 clusters Score -1.579595e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15796009.000000 Penalty: 5710.420898
	Iteration 18Q: 3 clusters Score -1.579601e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99542 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -15796012.000000 Penalty: 5710.420898
	Iteration 19Q: 3 clusters Score -1.579601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99561 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15796037.000000 Penalty: 5710.420898
	Iteration 20F: 3 clusters Score -1.579604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99577 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15796060.000000 Penalty: 5710.420898
	Iteration 21Q: 3 clusters Score -1.579606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -15796054.000000 Penalty: 5710.420898
	Iteration 22Q: 3 clusters Score -1.579605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -15796080.000000 Penalty: 5710.420898
	Iteration 23Q: 3 clusters Score -1.579608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99590 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -15796067.000000 Penalty: 5710.420898
	Iteration 24Q: 3 clusters Score -1.579607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99595 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -15796077.000000 Penalty: 5710.420898
	Iteration 25Q: 3 clusters Score -1.579608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -15796068.000000 Penalty: 5710.420898
	Iteration 26Q: 3 clusters Score -1.579607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -15796074.000000 Penalty: 5710.420898
	Iteration 27Q: 3 clusters Score -1.579607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -15796082.000000 Penalty: 5710.420898
	Iteration 28Q: 3 clusters Score -1.579608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -15796073.000000 Penalty: 5710.420898
	Iteration 29Q: 3 clusters Score -1.579607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15796085.000000 Penalty: 5710.420898
	Iteration 30Q: 3 clusters Score -1.579608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15796092.000000 Penalty: 5710.420898
	Iteration 31Q: 3 clusters Score -1.579609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15796092.000000 Penalty: 5710.420898
	Iteration 32Q: 3 clusters Score -1.579609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -15796096.000000 Penalty: 5710.420898
	Iteration 33Q: 3 clusters Score -1.57961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15796106.000000 Penalty: 5710.420898
	Iteration 34Q: 3 clusters Score -1.579611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -15796106.000000 Penalty: 5710.420898
	Iteration 35F: 3 clusters Score -1.579611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (125128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Entering Unmasked Estep 
Score: -19652676.000000 Penalty: 2910.798828
	Iteration 0F: 2 clusters Score -1.965268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -19572098.000000 Penalty: 5821.597656
	Iteration 0F: 3 clusters Score -1.95721e+07 nChanged 59114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -19605820.000000 Penalty: 5821.597656
	Iteration 1F: 3 clusters Score -1.960582e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 69228 members 
Entering Unmasked Estep 
Score: -19606788.000000 Penalty: 5821.597656
	Iteration 2Q: 3 clusters Score -1.960679e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -19608350.000000 Penalty: 5821.597656
	Iteration 3Q: 3 clusters Score -1.960835e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -19611008.000000 Penalty: 5821.597656
	Iteration 4Q: 3 clusters Score -1.961101e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -19615952.000000 Penalty: 5821.597656
	Iteration 5F: 3 clusters Score -1.961595e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -19623594.000000 Penalty: 5821.597656
	Iteration 6F: 3 clusters Score -1.962359e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 106672 members 
Entering Unmasked Estep 
Score: -19633598.000000 Penalty: 5821.597656
	Iteration 7F: 3 clusters Score -1.96336e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -19641878.000000 Penalty: 5821.597656
	Iteration 8F: 3 clusters Score -1.964188e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 121415 members 
Entering Unmasked Estep 
Score: -19646606.000000 Penalty: 5821.597656
	Iteration 9Q: 3 clusters Score -1.964661e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 123800 members 
Entering Unmasked Estep 
Score: -19648810.000000 Penalty: 5821.597656
	Iteration 10Q: 3 clusters Score -1.964881e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 124560 members 
Entering Unmasked Estep 
Score: -19649520.000000 Penalty: 5821.597656
	Iteration 11Q: 3 clusters Score -1.964952e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 124770 members 
Entering Unmasked Estep 
Score: -19649796.000000 Penalty: 5821.597656
	Iteration 12Q: 3 clusters Score -1.96498e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -19649902.000000 Penalty: 5821.597656
	Iteration 13Q: 3 clusters Score -1.96499e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -19649932.000000 Penalty: 5821.597656
	Iteration 14Q: 3 clusters Score -1.964993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -19649982.000000 Penalty: 5821.597656
	Iteration 15Q: 3 clusters Score -1.964998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 124874 members 
Entering Unmasked Estep 
Score: -19650004.000000 Penalty: 5821.597656
	Iteration 16Q: 3 clusters Score -1.965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 124876 members 
Entering Unmasked Estep 
Score: -19650012.000000 Penalty: 5821.597656
	Iteration 17Q: 3 clusters Score -1.965001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 124878 members 
Entering Unmasked Estep 
Score: -19650006.000000 Penalty: 5821.597656
	Iteration 18Q: 3 clusters Score -1.965001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 124879 members 
Entering Unmasked Estep 
Score: -19650014.000000 Penalty: 5821.597656
	Iteration 19Q: 3 clusters Score -1.965001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 124881 members 
Entering Unmasked Estep 
Score: -19650022.000000 Penalty: 5821.597656
	Iteration 20F: 3 clusters Score -1.965002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -19650026.000000 Penalty: 5821.597656
	Iteration 21Q: 3 clusters Score -1.965003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -19650032.000000 Penalty: 5821.597656
	Iteration 22Q: 3 clusters Score -1.965003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -19650034.000000 Penalty: 5821.597656
	Iteration 23Q: 3 clusters Score -1.965003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -19650034.000000 Penalty: 5821.597656
	Iteration 24Q: 3 clusters Score -1.965003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -19650034.000000 Penalty: 5821.597656
	Iteration 25F: 3 clusters Score -1.965003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (39461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Entering Unmasked Estep 
Score: -6229713.500000 Penalty: 2624.600830
	Iteration 0F: 2 clusters Score -6229714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -6202996.500000 Penalty: 5249.201660
	Iteration 0F: 3 clusters Score -6202996 nChanged 18016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -6212989.500000 Penalty: 5249.201660
	Iteration 1F: 3 clusters Score -6212990 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -6213690.500000 Penalty: 5249.201660
	Iteration 2Q: 3 clusters Score -6213690 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -6214539.500000 Penalty: 5249.201660
	Iteration 3Q: 3 clusters Score -6214540 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -6215720.000000 Penalty: 5249.201660
	Iteration 4F: 3 clusters Score -6215720 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -6217155.000000 Penalty: 5249.201660
	Iteration 5F: 3 clusters Score -6217155 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -6218958.500000 Penalty: 5249.201660
	Iteration 6F: 3 clusters Score -6218958 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -6221091.000000 Penalty: 5249.201660
	Iteration 7F: 3 clusters Score -6221091 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -6223289.500000 Penalty: 5249.201660
	Iteration 8F: 3 clusters Score -6223290 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -6225098.000000 Penalty: 5249.201660
	Iteration 9F: 3 clusters Score -6225098 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -6226107.500000 Penalty: 5249.201660
	Iteration 10Q: 3 clusters Score -6226108 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -6226551.000000 Penalty: 5249.201660
	Iteration 11Q: 3 clusters Score -6226551 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -6226827.000000 Penalty: 5249.201660
	Iteration 12Q: 3 clusters Score -6226827 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -6227045.500000 Penalty: 5249.201660
	Iteration 13Q: 3 clusters Score -6227046 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -6227214.500000 Penalty: 5249.201660
	Iteration 14Q: 3 clusters Score -6227214 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -6227367.000000 Penalty: 5249.201660
	Iteration 15Q: 3 clusters Score -6227367 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -6227458.000000 Penalty: 5249.201660
	Iteration 16Q: 3 clusters Score -6227458 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -6227532.000000 Penalty: 5249.201660
	Iteration 17Q: 3 clusters Score -6227532 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -6227602.000000 Penalty: 5249.201660
	Iteration 18Q: 3 clusters Score -6227602 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -6227634.500000 Penalty: 5249.201660
	Iteration 19Q: 3 clusters Score -6227634 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -6227721.500000 Penalty: 5249.201660
	Iteration 20F: 3 clusters Score -6227722 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -6227752.000000 Penalty: 5249.201660
	Iteration 21Q: 3 clusters Score -6227752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -6227790.000000 Penalty: 5249.201660
	Iteration 22Q: 3 clusters Score -6227790 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -6227811.000000 Penalty: 5249.201660
	Iteration 23Q: 3 clusters Score -6227811 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -6227841.500000 Penalty: 5249.201660
	Iteration 24Q: 3 clusters Score -6227842 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -6227857.500000 Penalty: 5249.201660
	Iteration 25Q: 3 clusters Score -6227858 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -6227867.000000 Penalty: 5249.201660
	Iteration 26Q: 3 clusters Score -6227867 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -6227871.000000 Penalty: 5249.201660
	Iteration 27Q: 3 clusters Score -6227871 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -6227909.500000 Penalty: 5249.201660
	Iteration 28Q: 3 clusters Score -6227910 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -6227939.000000 Penalty: 5249.201660
	Iteration 29Q: 3 clusters Score -6227939 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6227964.000000 Penalty: 5249.201660
	Iteration 30Q: 3 clusters Score -6227964 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -6227954.000000 Penalty: 5249.201660
	Iteration 31Q: 3 clusters Score -6227954 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -6227972.500000 Penalty: 5249.201660
	Iteration 32Q: 3 clusters Score -6227972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -6228011.000000 Penalty: 5249.201660
	Iteration 33Q: 3 clusters Score -6228011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -6228017.000000 Penalty: 5249.201660
	Iteration 34Q: 3 clusters Score -6228017 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -6228041.500000 Penalty: 5249.201660
	Iteration 35Q: 3 clusters Score -6228042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -6228055.500000 Penalty: 5249.201660
	Iteration 36Q: 3 clusters Score -6228056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -6228060.000000 Penalty: 5249.201660
	Iteration 37Q: 3 clusters Score -6228060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -6228083.500000 Penalty: 5249.201660
	Iteration 38Q: 3 clusters Score -6228084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -6228116.000000 Penalty: 5249.201660
	Iteration 39Q: 3 clusters Score -6228116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -6228124.000000 Penalty: 5249.201660
	Iteration 40F: 3 clusters Score -6228124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -6228138.500000 Penalty: 5249.201660
	Iteration 41Q: 3 clusters Score -6228138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -6228134.500000 Penalty: 5249.201660
	Iteration 42Q: 3 clusters Score -6228134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -6228158.500000 Penalty: 5249.201660
	Iteration 43Q: 3 clusters Score -6228158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -6228177.000000 Penalty: 5249.201660
	Iteration 44Q: 3 clusters Score -6228177 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -6228166.000000 Penalty: 5249.201660
	Iteration 45Q: 3 clusters Score -6228166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -6228173.500000 Penalty: 5249.201660
	Iteration 46Q: 3 clusters Score -6228174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -6228193.000000 Penalty: 5249.201660
	Iteration 47Q: 3 clusters Score -6228193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -6228189.500000 Penalty: 5249.201660
	Iteration 48Q: 3 clusters Score -6228190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -6228196.000000 Penalty: 5249.201660
	Iteration 49Q: 3 clusters Score -6228196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -6228185.500000 Penalty: 5249.201660
	Iteration 50Q: 3 clusters Score -6228186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -6228185.500000 Penalty: 5249.201660
	Iteration 51Q: 3 clusters Score -6228186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -6228189.500000 Penalty: 5249.201660
	Iteration 52Q: 3 clusters Score -6228190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -6228187.000000 Penalty: 5249.201660
	Iteration 53Q: 3 clusters Score -6228187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -6228204.500000 Penalty: 5249.201660
	Iteration 54Q: 3 clusters Score -6228204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -6228215.500000 Penalty: 5249.201660
	Iteration 55Q: 3 clusters Score -6228216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6228221.500000 Penalty: 5249.201660
	Iteration 56Q: 3 clusters Score -6228222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -6228240.500000 Penalty: 5249.201660
	Iteration 57Q: 3 clusters Score -6228240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -6228251.000000 Penalty: 5249.201660
	Iteration 58Q: 3 clusters Score -6228251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -6228246.500000 Penalty: 5249.201660
	Iteration 59Q: 3 clusters Score -6228246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -6228248.000000 Penalty: 5249.201660
	Iteration 60F: 3 clusters Score -6228248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -6228250.000000 Penalty: 5249.201660
	Iteration 61Q: 3 clusters Score -6228250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -6228258.500000 Penalty: 5249.201660
	Iteration 62Q: 3 clusters Score -6228258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -6228252.500000 Penalty: 5249.201660
	Iteration 63Q: 3 clusters Score -6228252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -6228251.500000 Penalty: 5249.201660
	Iteration 64Q: 3 clusters Score -6228252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -6228258.500000 Penalty: 5249.201660
	Iteration 65Q: 3 clusters Score -6228258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -6228255.000000 Penalty: 5249.201660
	Iteration 66Q: 3 clusters Score -6228255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6228254.000000 Penalty: 5249.201660
	Iteration 67Q: 3 clusters Score -6228254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -6228267.000000 Penalty: 5249.201660
	Iteration 68Q: 3 clusters Score -6228267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -6228263.000000 Penalty: 5249.201660
	Iteration 69Q: 3 clusters Score -6228263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -6228271.000000 Penalty: 5249.201660
	Iteration 70Q: 3 clusters Score -6228271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -6228279.500000 Penalty: 5249.201660
	Iteration 71Q: 3 clusters Score -6228280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6228282.000000 Penalty: 5249.201660
	Iteration 72Q: 3 clusters Score -6228282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -6228279.000000 Penalty: 5249.201660
	Iteration 73Q: 3 clusters Score -6228279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -6228276.000000 Penalty: 5249.201660
	Iteration 74Q: 3 clusters Score -6228276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -6228277.000000 Penalty: 5249.201660
	Iteration 75Q: 3 clusters Score -6228277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6228276.500000 Penalty: 5249.201660
	Iteration 76Q: 3 clusters Score -6228276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -6228289.000000 Penalty: 5249.201660
	Iteration 77Q: 3 clusters Score -6228289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -6228282.500000 Penalty: 5249.201660
	Iteration 78Q: 3 clusters Score -6228282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -6228282.500000 Penalty: 5249.201660
	Iteration 79Q: 3 clusters Score -6228282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -6228279.500000 Penalty: 5249.201660
	Iteration 80F: 3 clusters Score -6228280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -6228280.000000 Penalty: 5249.201660
	Iteration 81Q: 3 clusters Score -6228280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -6228276.500000 Penalty: 5249.201660
	Iteration 82Q: 3 clusters Score -6228276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -6228277.500000 Penalty: 5249.201660
	Iteration 83Q: 3 clusters Score -6228278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -6228272.500000 Penalty: 5249.201660
	Iteration 84Q: 3 clusters Score -6228272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -6228272.500000 Penalty: 5249.201660
	Iteration 85Q: 3 clusters Score -6228272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -6228277.000000 Penalty: 5249.201660
	Iteration 86Q: 3 clusters Score -6228277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -6228285.000000 Penalty: 5249.201660
	Iteration 87Q: 3 clusters Score -6228285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -6228289.000000 Penalty: 5249.201660
	Iteration 88Q: 3 clusters Score -6228289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -6228289.000000 Penalty: 5249.201660
	Iteration 89Q: 3 clusters Score -6228289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -6228281.500000 Penalty: 5249.201660
	Iteration 90Q: 3 clusters Score -6228282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -6228289.500000 Penalty: 5249.201660
	Iteration 91Q: 3 clusters Score -6228290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -6228288.000000 Penalty: 5249.201660
	Iteration 92Q: 3 clusters Score -6228288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -6228288.000000 Penalty: 5249.201660
	Iteration 93F: 3 clusters Score -6228288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -24106.138672 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -24106.14 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 152 members 
Entering Unmasked Estep 
Score: -23015.328125 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -23015.33 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -23448.076172 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -23448.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23585.205078 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -23585.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23665.816406 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -23665.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23714.742188 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -23714.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23717.464844 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -23717.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23720.072266 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -23720.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23720.072266 Penalty: 2848.529785
	Iteration 7F: 3 clusters Score -23720.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -272011.781250 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -272011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -269544.750000 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -269544.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -269955.687500 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -269955.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -270055.125000 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -270055.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -270108.531250 Penalty: 3717.788818
	Iteration 3Q: 3 clusters Score -270108.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -270143.468750 Penalty: 3717.788818
	Iteration 4Q: 3 clusters Score -270143.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -270171.281250 Penalty: 3717.788818
	Iteration 5Q: 3 clusters Score -270171.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -270196.500000 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -270196.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -270223.375000 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -270223.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -270243.062500 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -270243.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -270267.875000 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -270267.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -270289.781250 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -270289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -270310.156250 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -270310.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -270323.437500 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -270323.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -270333.062500 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -270333.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -270345.312500 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -270345.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -270360.843750 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -270360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -270371.625000 Penalty: 3717.788818
	Iteration 16Q: 3 clusters Score -270371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -270383.593750 Penalty: 3717.788818
	Iteration 17Q: 3 clusters Score -270383.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -270391.375000 Penalty: 3717.788818
	Iteration 18Q: 3 clusters Score -270391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -270398.500000 Penalty: 3717.788818
	Iteration 19Q: 3 clusters Score -270398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -270403.750000 Penalty: 3717.788818
	Iteration 20F: 3 clusters Score -270403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -270408.156250 Penalty: 3717.788818
	Iteration 21Q: 3 clusters Score -270408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -270414.968750 Penalty: 3717.788818
	Iteration 22Q: 3 clusters Score -270415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -270419.093750 Penalty: 3717.788818
	Iteration 23Q: 3 clusters Score -270419.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -270425.656250 Penalty: 3717.788818
	Iteration 24Q: 3 clusters Score -270425.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -270431.406250 Penalty: 3717.788818
	Iteration 25Q: 3 clusters Score -270431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -270433.562500 Penalty: 3717.788818
	Iteration 26Q: 3 clusters Score -270433.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -270440.093750 Penalty: 3717.788818
	Iteration 27Q: 3 clusters Score -270440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -270443.125000 Penalty: 3717.788818
	Iteration 28Q: 3 clusters Score -270443.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -270443.718750 Penalty: 3717.788818
	Iteration 29Q: 3 clusters Score -270443.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -270443.718750 Penalty: 3717.788818
	Iteration 30F: 3 clusters Score -270443.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Entering Unmasked Estep 
Score: -2279929.500000 Penalty: 2376.654053
	Iteration 0F: 2 clusters Score -2279930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2269337.500000 Penalty: 4753.308105
	Iteration 0F: 3 clusters Score -2269338 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2272727.250000 Penalty: 4753.308105
	Iteration 1F: 3 clusters Score -2272727 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2273114.750000 Penalty: 4753.308105
	Iteration 2F: 3 clusters Score -2273115 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2273492.000000 Penalty: 4753.308105
	Iteration 3F: 3 clusters Score -2273492 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2273921.750000 Penalty: 4753.308105
	Iteration 4F: 3 clusters Score -2273922 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2274515.750000 Penalty: 4753.308105
	Iteration 5F: 3 clusters Score -2274516 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2275420.750000 Penalty: 4753.308105
	Iteration 6F: 3 clusters Score -2275421 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2276569.500000 Penalty: 4753.308105
	Iteration 7F: 3 clusters Score -2276570 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2277675.000000 Penalty: 4753.308105
	Iteration 8F: 3 clusters Score -2277675 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2278385.500000 Penalty: 4753.308105
	Iteration 9F: 3 clusters Score -2278386 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2278798.500000 Penalty: 4753.308105
	Iteration 10Q: 3 clusters Score -2278798 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2279098.250000 Penalty: 4753.308105
	Iteration 11Q: 3 clusters Score -2279098 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2279269.000000 Penalty: 4753.308105
	Iteration 12Q: 3 clusters Score -2279269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2279363.750000 Penalty: 4753.308105
	Iteration 13Q: 3 clusters Score -2279364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2279420.750000 Penalty: 4753.308105
	Iteration 14Q: 3 clusters Score -2279421 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2279468.750000 Penalty: 4753.308105
	Iteration 15Q: 3 clusters Score -2279469 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2279512.750000 Penalty: 4753.308105
	Iteration 16Q: 3 clusters Score -2279513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2279544.250000 Penalty: 4753.308105
	Iteration 17Q: 3 clusters Score -2279544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2279579.000000 Penalty: 4753.308105
	Iteration 18Q: 3 clusters Score -2279579 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2279620.250000 Penalty: 4753.308105
	Iteration 19Q: 3 clusters Score -2279620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2279650.750000 Penalty: 4753.308105
	Iteration 20F: 3 clusters Score -2279651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2279661.000000 Penalty: 4753.308105
	Iteration 21Q: 3 clusters Score -2279661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2279670.000000 Penalty: 4753.308105
	Iteration 22Q: 3 clusters Score -2279670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2279674.250000 Penalty: 4753.308105
	Iteration 23Q: 3 clusters Score -2279674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2279679.250000 Penalty: 4753.308105
	Iteration 24Q: 3 clusters Score -2279679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2279684.250000 Penalty: 4753.308105
	Iteration 25Q: 3 clusters Score -2279684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2279685.750000 Penalty: 4753.308105
	Iteration 26Q: 3 clusters Score -2279686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2279685.500000 Penalty: 4753.308105
	Iteration 27Q: 3 clusters Score -2279686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2279692.750000 Penalty: 4753.308105
	Iteration 28Q: 3 clusters Score -2279693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2279694.750000 Penalty: 4753.308105
	Iteration 29Q: 3 clusters Score -2279695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2279700.250000 Penalty: 4753.308105
	Iteration 30Q: 3 clusters Score -2279700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2279697.000000 Penalty: 4753.308105
	Iteration 31Q: 3 clusters Score -2279697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2279697.000000 Penalty: 4753.308105
	Iteration 32F: 3 clusters Score -2279697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -2292338.500000 Penalty: 2379.000000
	Iteration 0F: 2 clusters Score -2292338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2281764.500000 Penalty: 4758.000000
	Iteration 0F: 3 clusters Score -2281764 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2285077.750000 Penalty: 4758.000000
	Iteration 1F: 3 clusters Score -2285078 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2285490.500000 Penalty: 4758.000000
	Iteration 2F: 3 clusters Score -2285490 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2285847.500000 Penalty: 4758.000000
	Iteration 3F: 3 clusters Score -2285848 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2286234.500000 Penalty: 4758.000000
	Iteration 4Q: 3 clusters Score -2286234 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2286632.000000 Penalty: 4758.000000
	Iteration 5Q: 3 clusters Score -2286632 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2287072.250000 Penalty: 4758.000000
	Iteration 6Q: 3 clusters Score -2287072 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2287548.250000 Penalty: 4758.000000
	Iteration 7Q: 3 clusters Score -2287548 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2287987.000000 Penalty: 4758.000000
	Iteration 8Q: 3 clusters Score -2287987 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2288352.000000 Penalty: 4758.000000
	Iteration 9Q: 3 clusters Score -2288352 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2288622.750000 Penalty: 4758.000000
	Iteration 10Q: 3 clusters Score -2288623 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2288832.750000 Penalty: 4758.000000
	Iteration 11Q: 3 clusters Score -2288833 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2288971.750000 Penalty: 4758.000000
	Iteration 12Q: 3 clusters Score -2288972 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2289089.750000 Penalty: 4758.000000
	Iteration 13Q: 3 clusters Score -2289090 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2289184.000000 Penalty: 4758.000000
	Iteration 14Q: 3 clusters Score -2289184 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2289266.000000 Penalty: 4758.000000
	Iteration 15Q: 3 clusters Score -2289266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2289333.750000 Penalty: 4758.000000
	Iteration 16Q: 3 clusters Score -2289334 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2289405.750000 Penalty: 4758.000000
	Iteration 17Q: 3 clusters Score -2289406 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2289492.500000 Penalty: 4758.000000
	Iteration 18Q: 3 clusters Score -2289492 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2289590.750000 Penalty: 4758.000000
	Iteration 19Q: 3 clusters Score -2289591 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2289707.750000 Penalty: 4758.000000
	Iteration 20F: 3 clusters Score -2289708 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2289823.000000 Penalty: 4758.000000
	Iteration 21Q: 3 clusters Score -2289823 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2289942.500000 Penalty: 4758.000000
	Iteration 22Q: 3 clusters Score -2289942 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2290054.250000 Penalty: 4758.000000
	Iteration 23Q: 3 clusters Score -2290054 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2290160.000000 Penalty: 4758.000000
	Iteration 24Q: 3 clusters Score -2290160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2290234.750000 Penalty: 4758.000000
	Iteration 25Q: 3 clusters Score -2290235 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2290294.500000 Penalty: 4758.000000
	Iteration 26Q: 3 clusters Score -2290294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2290338.500000 Penalty: 4758.000000
	Iteration 27Q: 3 clusters Score -2290338 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2290366.750000 Penalty: 4758.000000
	Iteration 28Q: 3 clusters Score -2290367 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2290388.000000 Penalty: 4758.000000
	Iteration 29Q: 3 clusters Score -2290388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2290408.750000 Penalty: 4758.000000
	Iteration 30Q: 3 clusters Score -2290409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2290430.750000 Penalty: 4758.000000
	Iteration 31Q: 3 clusters Score -2290431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2290442.750000 Penalty: 4758.000000
	Iteration 32Q: 3 clusters Score -2290443 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2290457.750000 Penalty: 4758.000000
	Iteration 33Q: 3 clusters Score -2290458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2290474.750000 Penalty: 4758.000000
	Iteration 34Q: 3 clusters Score -2290475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2290480.500000 Penalty: 4758.000000
	Iteration 35Q: 3 clusters Score -2290480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2290483.000000 Penalty: 4758.000000
	Iteration 36Q: 3 clusters Score -2290483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2290485.250000 Penalty: 4758.000000
	Iteration 37Q: 3 clusters Score -2290485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2290497.250000 Penalty: 4758.000000
	Iteration 38Q: 3 clusters Score -2290497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2290507.000000 Penalty: 4758.000000
	Iteration 39Q: 3 clusters Score -2290507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2290510.500000 Penalty: 4758.000000
	Iteration 40F: 3 clusters Score -2290510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2290520.250000 Penalty: 4758.000000
	Iteration 41Q: 3 clusters Score -2290520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2290525.000000 Penalty: 4758.000000
	Iteration 42Q: 3 clusters Score -2290525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2290521.750000 Penalty: 4758.000000
	Iteration 43Q: 3 clusters Score -2290522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2290520.500000 Penalty: 4758.000000
	Iteration 44Q: 3 clusters Score -2290520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2290524.000000 Penalty: 4758.000000
	Iteration 45Q: 3 clusters Score -2290524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2290524.250000 Penalty: 4758.000000
	Iteration 46Q: 3 clusters Score -2290524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2290520.000000 Penalty: 4758.000000
	Iteration 47Q: 3 clusters Score -2290520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2290527.750000 Penalty: 4758.000000
	Iteration 48Q: 3 clusters Score -2290528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2290523.000000 Penalty: 4758.000000
	Iteration 49Q: 3 clusters Score -2290523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2290523.250000 Penalty: 4758.000000
	Iteration 50Q: 3 clusters Score -2290523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2290524.750000 Penalty: 4758.000000
	Iteration 51Q: 3 clusters Score -2290525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2290529.000000 Penalty: 4758.000000
	Iteration 52Q: 3 clusters Score -2290529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2290527.250000 Penalty: 4758.000000
	Iteration 53Q: 3 clusters Score -2290527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2290527.000000 Penalty: 4758.000000
	Iteration 54Q: 3 clusters Score -2290527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2290530.750000 Penalty: 4758.000000
	Iteration 55Q: 3 clusters Score -2290531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2290532.500000 Penalty: 4758.000000
	Iteration 56Q: 3 clusters Score -2290532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2290536.750000 Penalty: 4758.000000
	Iteration 57Q: 3 clusters Score -2290537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2290536.000000 Penalty: 4758.000000
	Iteration 58Q: 3 clusters Score -2290536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2290536.000000 Penalty: 4758.000000
	Iteration 59Q: 3 clusters Score -2290536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2290535.250000 Penalty: 4758.000000
	Iteration 60F: 3 clusters Score -2290535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2290534.250000 Penalty: 4758.000000
	Iteration 61Q: 3 clusters Score -2290534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2290540.250000 Penalty: 4758.000000
	Iteration 62Q: 3 clusters Score -2290540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2290541.250000 Penalty: 4758.000000
	Iteration 63Q: 3 clusters Score -2290541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2290538.000000 Penalty: 4758.000000
	Iteration 64Q: 3 clusters Score -2290538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2290538.000000 Penalty: 4758.000000
	Iteration 65F: 3 clusters Score -2290538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 18441 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34248 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 106944 members 
Mstep: Class 13 contains 2430 members 
Mstep: Class 14 contains 19492 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 18032 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 12873 members 
Mstep: Class 22 contains 5992 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8520 members 
Mstep: Class 25 contains 1961 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 2881 members 
Mstep: Class 28 contains 100002 members 
Mstep: Class 29 contains 125128 members 
Mstep: Class 30 contains 39461 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1800 members 
Mstep: Class 33 contains 14520 members 
Mstep: Class 34 contains 14658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719304.000000 Penalty: 111674.500000
Iteration 79Q: 35 clusters Score -8.67193e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 18410 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34252 members 
Mstep: Class 9 contains 6000 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 5801 members 
Mstep: Class 12 contains 106441 members 
Mstep: Class 13 contains 2433 members 
Mstep: Class 14 contains 19622 members 
Mstep: Class 15 contains 2691 members 
Mstep: Class 16 contains 5586 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 3800 members 
Mstep: Class 19 contains 18002 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 21 contains 12991 members 
Mstep: Class 22 contains 6004 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 1955 members 
Mstep: Class 26 contains 1984 members 
Mstep: Class 27 contains 2865 members 
Mstep: Class 28 contains 100221 members 
Mstep: Class 29 contains 125688 members 
Mstep: Class 30 contains 38990 members 
Mstep: Class 31 contains 312 members 
Mstep: Class 32 contains 1807 members 
Mstep: Class 33 contains 14472 members 
Mstep: Class 34 contains 14643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720416.000000 Penalty: 111674.500000
Iteration 80F: 35 clusters Score -8.672042e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 18392 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 34238 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 651 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 105916 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 19730 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5578 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 17957 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 13079 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8525 members 
Mstep: Class 25 contains 1955 members 
Mstep: Class 26 contains 1983 members 
Mstep: Class 27 contains 2859 members 
Mstep: Class 28 contains 100695 members 
Mstep: Class 29 contains 126244 members 
Mstep: Class 30 contains 38305 members 
Mstep: Class 31 contains 325 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 14417 members 
Mstep: Class 34 contains 14668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721528.000000 Penalty: 111674.500000
Iteration 81Q: 35 clusters Score -8.672153e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 995 members 
Mstep: Class 4 contains 18387 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34221 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 5913 members 
Mstep: Class 12 contains 105283 members 
Mstep: Class 13 contains 2452 members 
Mstep: Class 14 contains 19837 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 951 members 
Mstep: Class 18 contains 3804 members 
Mstep: Class 19 contains 17926 members 
Mstep: Class 20 contains 408 members 
Mstep: Class 21 contains 13167 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8523 members 
Mstep: Class 25 contains 1953 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 2850 members 
Mstep: Class 28 contains 101208 members 
Mstep: Class 29 contains 126793 members 
Mstep: Class 30 contains 37691 members 
Mstep: Class 31 contains 325 members 
Mstep: Class 32 contains 1824 members 
Mstep: Class 33 contains 14365 members 
Mstep: Class 34 contains 14718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86722336.000000 Penalty: 111674.500000
Iteration 82Q: 35 clusters Score -8.672234e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 18361 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 34222 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 104744 members 
Mstep: Class 13 contains 2464 members 
Mstep: Class 14 contains 19933 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 5573 members 
Mstep: Class 17 contains 953 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 17892 members 
Mstep: Class 20 contains 405 members 
Mstep: Class 21 contains 13244 members 
Mstep: Class 22 contains 6051 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8522 members 
Mstep: Class 25 contains 1951 members 
Mstep: Class 26 contains 1981 members 
Mstep: Class 27 contains 2833 members 
Mstep: Class 28 contains 101635 members 
Mstep: Class 29 contains 127358 members 
Mstep: Class 30 contains 37115 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1827 members 
Mstep: Class 33 contains 14305 members 
Mstep: Class 34 contains 14726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723160.000000 Penalty: 111674.500000
Iteration 83Q: 35 clusters Score -8.672316e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 18330 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 34220 members 
Mstep: Class 9 contains 6023 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 104267 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 20025 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 954 members 
Mstep: Class 18 contains 3818 members 
Mstep: Class 19 contains 17861 members 
Mstep: Class 20 contains 403 members 
Mstep: Class 21 contains 13290 members 
Mstep: Class 22 contains 6074 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8524 members 
Mstep: Class 25 contains 1952 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 2826 members 
Mstep: Class 28 contains 102085 members 
Mstep: Class 29 contains 127848 members 
Mstep: Class 30 contains 36583 members 
Mstep: Class 31 contains 319 members 
Mstep: Class 32 contains 1830 members 
Mstep: Class 33 contains 14272 members 
Mstep: Class 34 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723136.000000 Penalty: 111674.500000
Iteration 84Q: 35 clusters Score -8.672314e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1156 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 18304 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34216 members 
Mstep: Class 9 contains 6027 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 103814 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 20127 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 5577 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 3819 members 
Mstep: Class 19 contains 17820 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 13331 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8530 members 
Mstep: Class 25 contains 1949 members 
Mstep: Class 26 contains 1970 members 
Mstep: Class 27 contains 2810 members 
Mstep: Class 28 contains 102556 members 
Mstep: Class 29 contains 128221 members 
Mstep: Class 30 contains 36078 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1833 members 
Mstep: Class 33 contains 14236 members 
Mstep: Class 34 contains 14728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723344.000000 Penalty: 111674.500000
Iteration 85Q: 35 clusters Score -8.672334e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 18270 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 34192 members 
Mstep: Class 9 contains 6016 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 103356 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 14 contains 20200 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 5590 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 17768 members 
Mstep: Class 20 contains 401 members 
Mstep: Class 21 contains 13369 members 
Mstep: Class 22 contains 6125 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8532 members 
Mstep: Class 25 contains 1946 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 2796 members 
Mstep: Class 28 contains 103057 members 
Mstep: Class 29 contains 128568 members 
Mstep: Class 30 contains 35641 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1832 members 
Mstep: Class 33 contains 14197 members 
Mstep: Class 34 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723712.000000 Penalty: 111674.500000
Iteration 86Q: 35 clusters Score -8.672371e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 18257 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 34180 members 
Mstep: Class 9 contains 6012 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 102898 members 
Mstep: Class 13 contains 2497 members 
Mstep: Class 14 contains 20256 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 5587 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 3831 members 
Mstep: Class 19 contains 17729 members 
Mstep: Class 20 contains 398 members 
Mstep: Class 21 contains 13394 members 
Mstep: Class 22 contains 6133 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8532 members 
Mstep: Class 25 contains 1943 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 2783 members 
Mstep: Class 28 contains 103500 members 
Mstep: Class 29 contains 128915 members 
Mstep: Class 30 contains 35266 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 14169 members 
Mstep: Class 34 contains 14778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723832.000000 Penalty: 111674.500000
Iteration 87Q: 35 clusters Score -8.672383e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 18243 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 34195 members 
Mstep: Class 9 contains 6016 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 6140 members 
Mstep: Class 12 contains 102484 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 20304 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 5584 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 17707 members 
Mstep: Class 20 contains 396 members 
Mstep: Class 21 contains 13398 members 
Mstep: Class 22 contains 6152 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8536 members 
Mstep: Class 25 contains 1945 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 2759 members 
Mstep: Class 28 contains 103844 members 
Mstep: Class 29 contains 129246 members 
Mstep: Class 30 contains 34936 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 14132 members 
Mstep: Class 34 contains 14828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723960.000000 Penalty: 111674.500000
Iteration 88Q: 35 clusters Score -8.672396e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 18233 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 34197 members 
Mstep: Class 9 contains 6022 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 6167 members 
Mstep: Class 12 contains 102135 members 
Mstep: Class 13 contains 2508 members 
Mstep: Class 14 contains 20338 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 17687 members 
Mstep: Class 20 contains 396 members 
Mstep: Class 21 contains 13405 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8536 members 
Mstep: Class 25 contains 1940 members 
Mstep: Class 26 contains 1963 members 
Mstep: Class 27 contains 2744 members 
Mstep: Class 28 contains 104110 members 
Mstep: Class 29 contains 129603 members 
Mstep: Class 30 contains 34616 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 14100 members 
Mstep: Class 34 contains 14878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724112.000000 Penalty: 111674.500000
Iteration 89Q: 35 clusters Score -8.672411e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 18219 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 34203 members 
Mstep: Class 9 contains 6028 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 101837 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 20380 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 5564 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 17676 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13402 members 
Mstep: Class 22 contains 6201 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8542 members 
Mstep: Class 25 contains 1934 members 
Mstep: Class 26 contains 1961 members 
Mstep: Class 27 contains 2727 members 
Mstep: Class 28 contains 104435 members 
Mstep: Class 29 contains 129816 members 
Mstep: Class 30 contains 34310 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1838 members 
Mstep: Class 33 contains 14076 members 
Mstep: Class 34 contains 14928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724328.000000 Penalty: 111674.500000
Iteration 90Q: 35 clusters Score -8.672433e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 999 members 
Mstep: Class 4 contains 18220 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 34206 members 
Mstep: Class 9 contains 6026 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 6205 members 
Mstep: Class 12 contains 101552 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 20416 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 17665 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13404 members 
Mstep: Class 22 contains 6224 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8549 members 
Mstep: Class 25 contains 1935 members 
Mstep: Class 26 contains 1960 members 
Mstep: Class 27 contains 2715 members 
Mstep: Class 28 contains 104766 members 
Mstep: Class 29 contains 130015 members 
Mstep: Class 30 contains 33985 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1838 members 
Mstep: Class 33 contains 14060 members 
Mstep: Class 34 contains 14968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723904.000000 Penalty: 111674.500000
Iteration 91Q: 35 clusters Score -8.67239e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1122 members 
Mstep: Class 3 contains 998 members 
Mstep: Class 4 contains 18250 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 34199 members 
Mstep: Class 9 contains 6026 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 6226 members 
Mstep: Class 12 contains 101343 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 20440 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 16 contains 5560 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 17653 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 13397 members 
Mstep: Class 22 contains 6245 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8551 members 
Mstep: Class 25 contains 1932 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 27 contains 2701 members 
Mstep: Class 28 contains 104974 members 
Mstep: Class 29 contains 130245 members 
Mstep: Class 30 contains 33700 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1838 members 
Mstep: Class 33 contains 14036 members 
Mstep: Class 34 contains 15003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723968.000000 Penalty: 111674.500000
Iteration 92Q: 35 clusters Score -8.672397e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 18279 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 34182 members 
Mstep: Class 9 contains 6015 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 6246 members 
Mstep: Class 12 contains 101147 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 14 contains 20454 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 5556 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 17637 members 
Mstep: Class 20 contains 396 members 
Mstep: Class 21 contains 13402 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8553 members 
Mstep: Class 25 contains 1929 members 
Mstep: Class 26 contains 1940 members 
Mstep: Class 27 contains 2684 members 
Mstep: Class 28 contains 105176 members 
Mstep: Class 29 contains 130518 members 
Mstep: Class 30 contains 33414 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1837 members 
Mstep: Class 33 contains 14012 members 
Mstep: Class 34 contains 15018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723984.000000 Penalty: 111674.500000
Iteration 93Q: 35 clusters Score -8.672398e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 997 members 
Mstep: Class 4 contains 18319 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 34164 members 
Mstep: Class 9 contains 6015 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 6268 members 
Mstep: Class 12 contains 101003 members 
Mstep: Class 13 contains 2530 members 
Mstep: Class 14 contains 20460 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 5561 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 19 contains 17620 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13391 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8556 members 
Mstep: Class 25 contains 1928 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 2663 members 
Mstep: Class 28 contains 105343 members 
Mstep: Class 29 contains 130777 members 
Mstep: Class 30 contains 33092 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1837 members 
Mstep: Class 33 contains 13993 members 
Mstep: Class 34 contains 15044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724008.000000 Penalty: 111674.500000
Iteration 94Q: 35 clusters Score -8.672401e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 1001 members 
Mstep: Class 4 contains 18369 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1804 members 
Mstep: Class 8 contains 34176 members 
Mstep: Class 9 contains 6004 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 100877 members 
Mstep: Class 13 contains 2536 members 
Mstep: Class 14 contains 20467 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 17589 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13395 members 
Mstep: Class 22 contains 6304 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8559 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1938 members 
Mstep: Class 27 contains 2652 members 
Mstep: Class 28 contains 105480 members 
Mstep: Class 29 contains 131035 members 
Mstep: Class 30 contains 32741 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1837 members 
Mstep: Class 33 contains 13979 members 
Mstep: Class 34 contains 15081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723824.000000 Penalty: 111674.500000
Iteration 95Q: 35 clusters Score -8.672382e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 1004 members 
Mstep: Class 4 contains 18427 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 34178 members 
Mstep: Class 9 contains 6009 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 100791 members 
Mstep: Class 13 contains 2545 members 
Mstep: Class 14 contains 20458 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 5568 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 3857 members 
Mstep: Class 19 contains 17578 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13394 members 
Mstep: Class 22 contains 6328 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8562 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1930 members 
Mstep: Class 27 contains 2646 members 
Mstep: Class 28 contains 105571 members 
Mstep: Class 29 contains 131293 members 
Mstep: Class 30 contains 32415 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1837 members 
Mstep: Class 33 contains 13963 members 
Mstep: Class 34 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723936.000000 Penalty: 111674.500000
Iteration 96Q: 35 clusters Score -8.672394e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 1006 members 
Mstep: Class 4 contains 18517 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 34157 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 586 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 100799 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 20451 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 17569 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13386 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 2643 members 
Mstep: Class 28 contains 105616 members 
Mstep: Class 29 contains 131505 members 
Mstep: Class 30 contains 32105 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 13942 members 
Mstep: Class 34 contains 15089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723832.000000 Penalty: 111674.500000
Iteration 97Q: 35 clusters Score -8.672383e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 1008 members 
Mstep: Class 4 contains 18609 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 34149 members 
Mstep: Class 9 contains 6000 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 100839 members 
Mstep: Class 13 contains 2553 members 
Mstep: Class 14 contains 20440 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 5567 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 17558 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13383 members 
Mstep: Class 22 contains 6358 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8576 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1915 members 
Mstep: Class 27 contains 2640 members 
Mstep: Class 28 contains 105612 members 
Mstep: Class 29 contains 131713 members 
Mstep: Class 30 contains 31783 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1837 members 
Mstep: Class 33 contains 13930 members 
Mstep: Class 34 contains 15096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723440.000000 Penalty: 111674.500000
Iteration 98Q: 35 clusters Score -8.672344e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 18701 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 34144 members 
Mstep: Class 9 contains 6001 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 100952 members 
Mstep: Class 13 contains 2546 members 
Mstep: Class 14 contains 20433 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 5579 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3863 members 
Mstep: Class 19 contains 17551 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13385 members 
Mstep: Class 22 contains 6378 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 1930 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 27 contains 2637 members 
Mstep: Class 28 contains 105532 members 
Mstep: Class 29 contains 131892 members 
Mstep: Class 30 contains 31461 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1838 members 
Mstep: Class 33 contains 13923 members 
Mstep: Class 34 contains 15093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723304.000000 Penalty: 111674.500000
Iteration 99Q: 35 clusters Score -8.67233e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 1010 members 
Mstep: Class 4 contains 18811 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 34142 members 
Mstep: Class 9 contains 6008 members 
Mstep: Class 10 contains 573 members 
Mstep: Class 11 contains 6346 members 
Mstep: Class 12 contains 101065 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 20443 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 5589 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 17538 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 13384 members 
Mstep: Class 22 contains 6392 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8586 members 
Mstep: Class 25 contains 1933 members 
Mstep: Class 26 contains 1909 members 
Mstep: Class 27 contains 2631 members 
Mstep: Class 28 contains 105415 members 
Mstep: Class 29 contains 132066 members 
Mstep: Class 30 contains 31158 members 
Mstep: Class 31 contains 317 members 
Mstep: Class 32 contains 1836 members 
Mstep: Class 33 contains 13918 members 
Mstep: Class 34 contains 15091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723208.000000 Penalty: 111674.500000
Iteration 100F: 35 clusters Score -8.672321e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 1011 members 
Mstep: Class 4 contains 18914 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1789 members 
Mstep: Class 8 contains 34144 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 101160 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 20445 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 17528 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 13379 members 
Mstep: Class 22 contains 6405 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8591 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1910 members 
Mstep: Class 27 contains 2622 members 
Mstep: Class 28 contains 105353 members 
Mstep: Class 29 contains 132235 members 
Mstep: Class 30 contains 30832 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 1835 members 
Mstep: Class 33 contains 13914 members 
Mstep: Class 34 contains 15085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723600.000000 Penalty: 111674.500000
Iteration 101Q: 35 clusters Score -8.67236e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 1016 members 
Mstep: Class 4 contains 19035 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 34136 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 6373 members 
Mstep: Class 12 contains 101273 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 20443 members 
Mstep: Class 15 contains 2671 members 
Mstep: Class 16 contains 5620 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 17518 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 13384 members 
Mstep: Class 22 contains 6412 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8596 members 
Mstep: Class 25 contains 1937 members 
Mstep: Class 26 contains 1914 members 
Mstep: Class 27 contains 2616 members 
Mstep: Class 28 contains 105252 members 
Mstep: Class 29 contains 132425 members 
Mstep: Class 30 contains 30509 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 13906 members 
Mstep: Class 34 contains 15076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86723560.000000 Penalty: 111674.500000
Iteration 102Q: 35 clusters Score -8.672356e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 19142 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 34132 members 
Mstep: Class 9 contains 5998 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 101404 members 
Mstep: Class 13 contains 2562 members 
Mstep: Class 14 contains 20443 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 17511 members 
Mstep: Class 20 contains 388 members 
Mstep: Class 21 contains 13374 members 
Mstep: Class 22 contains 6424 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 1938 members 
Mstep: Class 26 contains 1912 members 
Mstep: Class 27 contains 2602 members 
Mstep: Class 28 contains 105159 members 
Mstep: Class 29 contains 132597 members 
Mstep: Class 30 contains 30202 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 13901 members 
Mstep: Class 34 contains 15066 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 35 clusters Score -8.672366e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1079 members 
Mstep: Class 3 contains 1021 members 
Mstep: Class 4 contains 19250 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 34132 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 567 members 
Mstep: Class 11 contains 6404 members 
Mstep: Class 12 contains 101500 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 20449 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 5643 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 17500 members 
Mstep: Class 20 contains 383 members 
Mstep: Class 21 contains 13367 members 
Mstep: Class 22 contains 6432 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 1940 members 
Mstep: Class 26 contains 1908 members 
Mstep: Class 27 contains 2592 members 
Mstep: Class 28 contains 105043 members 
Mstep: Class 29 contains 132811 members 
Mstep: Class 30 contains 29904 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 13891 members 
Mstep: Class 34 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 35 clusters Score -8.672367e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 19357 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 34131 members 
Mstep: Class 9 contains 5996 members 
Mstep: Class 10 contains 564 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 101589 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 20453 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 5645 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 17495 members 
Mstep: Class 20 contains 378 members 
Mstep: Class 21 contains 13357 members 
Mstep: Class 22 contains 6450 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8603 members 
Mstep: Class 25 contains 1941 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 2584 members 
Mstep: Class 28 contains 104938 members 
Mstep: Class 29 contains 133013 members 
Mstep: Class 30 contains 29611 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 13885 members 
Mstep: Class 34 contains 15050 members 
Entering Unmasked Estep 
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Score: -86723944.000000 Penalty: 111674.500000
Iteration 105Q: 35 clusters Score -8.672394e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 19453 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 34143 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 101737 members 
Mstep: Class 13 contains 2575 members 
Mstep: Class 14 contains 20460 members 
Mstep: Class 15 contains 2686 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 17489 members 
Mstep: Class 20 contains 375 members 
Mstep: Class 21 contains 13361 members 
Mstep: Class 22 contains 6460 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8606 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 1895 members 
Mstep: Class 27 contains 2581 members 
Mstep: Class 28 contains 104820 members 
Mstep: Class 29 contains 133190 members 
Mstep: Class 30 contains 29320 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1834 members 
Mstep: Class 33 contains 13880 members 
Mstep: Class 34 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724128.000000 Penalty: 111674.500000
Iteration 106Q: 35 clusters Score -8.672413e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 19547 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1778 members 
Mstep: Class 8 contains 34146 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 559 members 
Mstep: Class 11 contains 6432 members 
Mstep: Class 12 contains 101872 members 
Mstep: Class 13 contains 2583 members 
Mstep: Class 14 contains 20465 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 5652 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 17484 members 
Mstep: Class 20 contains 374 members 
Mstep: Class 21 contains 13369 members 
Mstep: Class 22 contains 6481 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8608 members 
Mstep: Class 25 contains 1940 members 
Mstep: Class 26 contains 1895 members 
Mstep: Class 27 contains 2567 members 
Mstep: Class 28 contains 104662 members 
Mstep: Class 29 contains 133362 members 
Mstep: Class 30 contains 29056 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1832 members 
Mstep: Class 33 contains 13877 members 
Mstep: Class 34 contains 15018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724184.000000 Penalty: 111674.500000
Iteration 107Q: 35 clusters Score -8.672418e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 1024 members 
Mstep: Class 4 contains 19635 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 34158 members 
Mstep: Class 9 contains 5989 members 
Mstep: Class 10 contains 558 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 12 contains 101956 members 
Mstep: Class 13 contains 2591 members 
Mstep: Class 14 contains 20468 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 5664 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 17483 members 
Mstep: Class 20 contains 373 members 
Mstep: Class 21 contains 13366 members 
Mstep: Class 22 contains 6492 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8613 members 
Mstep: Class 25 contains 1938 members 
Mstep: Class 26 contains 1894 members 
Mstep: Class 27 contains 2557 members 
Mstep: Class 28 contains 104546 members 
Mstep: Class 29 contains 133511 members 
Mstep: Class 30 contains 28836 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1830 members 
Mstep: Class 33 contains 13875 members 
Mstep: Class 34 contains 15007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724144.000000 Penalty: 111674.500000
Iteration 108Q: 35 clusters Score -8.672414e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 19736 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 34156 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 102086 members 
Mstep: Class 13 contains 2593 members 
Mstep: Class 14 contains 20486 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 17478 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13364 members 
Mstep: Class 22 contains 6502 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8617 members 
Mstep: Class 25 contains 1938 members 
Mstep: Class 26 contains 1891 members 
Mstep: Class 27 contains 2538 members 
Mstep: Class 28 contains 104401 members 
Mstep: Class 29 contains 133626 members 
Mstep: Class 30 contains 28626 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 13870 members 
Mstep: Class 34 contains 15010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724216.000000 Penalty: 111674.500000
Iteration 109Q: 35 clusters Score -8.672422e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 19843 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 34156 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 102162 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 20501 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3880 members 
Mstep: Class 19 contains 17473 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13366 members 
Mstep: Class 22 contains 6515 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 1886 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 104363 members 
Mstep: Class 29 contains 133713 members 
Mstep: Class 30 contains 28371 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1828 members 
Mstep: Class 33 contains 13860 members 
Mstep: Class 34 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724312.000000 Penalty: 111674.500000
Iteration 110Q: 35 clusters Score -8.672431e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 19934 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 34145 members 
Mstep: Class 9 contains 5976 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 6457 members 
Mstep: Class 12 contains 102182 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 20514 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3883 members 
Mstep: Class 19 contains 17466 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13366 members 
Mstep: Class 22 contains 6529 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8624 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 1884 members 
Mstep: Class 27 contains 2504 members 
Mstep: Class 28 contains 104359 members 
Mstep: Class 29 contains 133837 members 
Mstep: Class 30 contains 28148 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1826 members 
Mstep: Class 33 contains 13857 members 
Mstep: Class 34 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724392.000000 Penalty: 111674.500000
Iteration 111Q: 35 clusters Score -8.672439e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 20012 members 
Mstep: Class 5 contains 639 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 34144 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 6462 members 
Mstep: Class 12 contains 102259 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 20534 members 
Mstep: Class 15 contains 2691 members 
Mstep: Class 16 contains 5690 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 17463 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13364 members 
Mstep: Class 22 contains 6537 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8627 members 
Mstep: Class 25 contains 1940 members 
Mstep: Class 26 contains 1881 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 104357 members 
Mstep: Class 29 contains 133909 members 
Mstep: Class 30 contains 27912 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1825 members 
Mstep: Class 33 contains 13852 members 
Mstep: Class 34 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724408.000000 Penalty: 111674.500000
Iteration 112Q: 35 clusters Score -8.672441e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1042 members 
Mstep: Class 3 contains 1026 members 
Mstep: Class 4 contains 20085 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 34138 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 551 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 102318 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 20562 members 
Mstep: Class 15 contains 2690 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3890 members 
Mstep: Class 19 contains 17459 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13365 members 
Mstep: Class 22 contains 6540 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8629 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 1878 members 
Mstep: Class 27 contains 2477 members 
Mstep: Class 28 contains 104397 members 
Mstep: Class 29 contains 133963 members 
Mstep: Class 30 contains 27659 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1824 members 
Mstep: Class 33 contains 13849 members 
Mstep: Class 34 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724576.000000 Penalty: 111674.500000
Iteration 113Q: 35 clusters Score -8.672458e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 20165 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 34139 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 6474 members 
Mstep: Class 12 contains 102423 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 20592 members 
Mstep: Class 15 contains 2688 members 
Mstep: Class 16 contains 5700 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 17452 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13364 members 
Mstep: Class 22 contains 6547 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8629 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 1876 members 
Mstep: Class 27 contains 2472 members 
Mstep: Class 28 contains 104366 members 
Mstep: Class 29 contains 134036 members 
Mstep: Class 30 contains 27391 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1824 members 
Mstep: Class 33 contains 13848 members 
Mstep: Class 34 contains 15033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724504.000000 Penalty: 111674.500000
Iteration 114Q: 35 clusters Score -8.67245e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20256 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34146 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 102527 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 20632 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 5703 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3894 members 
Mstep: Class 19 contains 17448 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13357 members 
Mstep: Class 22 contains 6552 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 104319 members 
Mstep: Class 29 contains 134107 members 
Mstep: Class 30 contains 27125 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1823 members 
Mstep: Class 33 contains 13846 members 
Mstep: Class 34 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724600.000000 Penalty: 111674.500000
Iteration 115Q: 35 clusters Score -8.67246e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20350 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34146 members 
Mstep: Class 9 contains 5989 members 
Mstep: Class 10 contains 551 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 102615 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 20662 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 5705 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 17438 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13353 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1940 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 104281 members 
Mstep: Class 29 contains 134222 members 
Mstep: Class 30 contains 26838 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1823 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 15039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724648.000000 Penalty: 111674.500000
Iteration 116Q: 35 clusters Score -8.672465e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20444 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34156 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 550 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 102745 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 20693 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 5712 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3896 members 
Mstep: Class 19 contains 17430 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13352 members 
Mstep: Class 22 contains 6560 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1939 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 2456 members 
Mstep: Class 28 contains 104196 members 
Mstep: Class 29 contains 134345 members 
Mstep: Class 30 contains 26543 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1820 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 15044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724392.000000 Penalty: 111674.500000
Iteration 117Q: 35 clusters Score -8.672439e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20515 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34161 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 6498 members 
Mstep: Class 12 contains 102846 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 20733 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 5707 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 17422 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13352 members 
Mstep: Class 22 contains 6562 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1938 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 2452 members 
Mstep: Class 28 contains 104159 members 
Mstep: Class 29 contains 134457 members 
Mstep: Class 30 contains 26280 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1816 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 15035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724360.000000 Penalty: 111674.500000
Iteration 118Q: 35 clusters Score -8.672436e+07 nChanged 1422
Entering ConstructFrom: 
Score: -86724360.000000 Penalty: 111674.500000
Entering ConstructFrom: 
Trying to split cluster 1 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -244271.031250 Penalty: 1843.695801
	Iteration 0F: 2 clusters Score -244271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -241873.937500 Penalty: 3687.391602
	Iteration 0F: 3 clusters Score -241873.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -242337.890625 Penalty: 3687.391602
	Iteration 1F: 3 clusters Score -242337.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -242602.265625 Penalty: 3687.391602
	Iteration 2F: 3 clusters Score -242602.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -242870.296875 Penalty: 3687.391602
	Iteration 3F: 3 clusters Score -242870.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -243024.734375 Penalty: 3687.391602
	Iteration 4F: 3 clusters Score -243024.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -243118.421875 Penalty: 3687.391602
	Iteration 5Q: 3 clusters Score -243118.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -243168.296875 Penalty: 3687.391602
	Iteration 6Q: 3 clusters Score -243168.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -243210.875000 Penalty: 3687.391602
	Iteration 7Q: 3 clusters Score -243210.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -243226.937500 Penalty: 3687.391602
	Iteration 8Q: 3 clusters Score -243226.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -243239.234375 Penalty: 3687.391602
	Iteration 9Q: 3 clusters Score -243239.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -243252.468750 Penalty: 3687.391602
	Iteration 10Q: 3 clusters Score -243252.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -243259.328125 Penalty: 3687.391602
	Iteration 11Q: 3 clusters Score -243259.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -243267.437500 Penalty: 3687.391602
	Iteration 12Q: 3 clusters Score -243267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -243275.859375 Penalty: 3687.391602
	Iteration 13Q: 3 clusters Score -243275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -243280.125000 Penalty: 3687.391602
	Iteration 14Q: 3 clusters Score -243280.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -243284.078125 Penalty: 3687.391602
	Iteration 15Q: 3 clusters Score -243284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243289.109375 Penalty: 3687.391602
	Iteration 16Q: 3 clusters Score -243289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -243291.859375 Penalty: 3687.391602
	Iteration 17Q: 3 clusters Score -243291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243293.046875 Penalty: 3687.391602
	Iteration 18Q: 3 clusters Score -243293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -243293.046875 Penalty: 3687.391602
	Iteration 19F: 3 clusters Score -243293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -144946.453125 Penalty: 1723.088379
	Iteration 0F: 2 clusters Score -144946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143029.843750 Penalty: 3446.176758
	Iteration 0F: 3 clusters Score -143029.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143349.640625 Penalty: 3446.176758
	Iteration 1F: 3 clusters Score -143349.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -143455.703125 Penalty: 3446.176758
	Iteration 2F: 3 clusters Score -143455.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -143523.406250 Penalty: 3446.176758
	Iteration 3Q: 3 clusters Score -143523.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -143573.718750 Penalty: 3446.176758
	Iteration 4Q: 3 clusters Score -143573.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143624.750000 Penalty: 3446.176758
	Iteration 5Q: 3 clusters Score -143624.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -143646.625000 Penalty: 3446.176758
	Iteration 6Q: 3 clusters Score -143646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143668.828125 Penalty: 3446.176758
	Iteration 7Q: 3 clusters Score -143668.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -143688.703125 Penalty: 3446.176758
	Iteration 8Q: 3 clusters Score -143688.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -143706.265625 Penalty: 3446.176758
	Iteration 9Q: 3 clusters Score -143706.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143712.593750 Penalty: 3446.176758
	Iteration 10Q: 3 clusters Score -143712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143717.515625 Penalty: 3446.176758
	Iteration 11Q: 3 clusters Score -143717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143725.046875 Penalty: 3446.176758
	Iteration 12Q: 3 clusters Score -143725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -143730.796875 Penalty: 3446.176758
	Iteration 13Q: 3 clusters Score -143730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143740.484375 Penalty: 3446.176758
	Iteration 14Q: 3 clusters Score -143740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -143741.046875 Penalty: 3446.176758
	Iteration 15Q: 3 clusters Score -143741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143741.812500 Penalty: 3446.176758
	Iteration 16Q: 3 clusters Score -143741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -143741.812500 Penalty: 3446.176758
	Iteration 17F: 3 clusters Score -143741.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -134941.750000 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -134941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133074.515625 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -133074.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133656.984375 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -133657 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134126.062500 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -134126.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -134561.937500 Penalty: 3439.943848
	Iteration 3F: 3 clusters Score -134561.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134966.796875 Penalty: 3439.943848
	Iteration 4F: 3 clusters Score -134966.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135161.171875 Penalty: 3439.943848
	Iteration 5F: 3 clusters Score -135161.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135267.375000 Penalty: 3439.943848
	Iteration 6Q: 3 clusters Score -135267.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135330.031250 Penalty: 3439.943848
	Iteration 7Q: 3 clusters Score -135330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -135357.781250 Penalty: 3439.943848
	Iteration 8Q: 3 clusters Score -135357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135373.796875 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -135373.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135386.453125 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -135386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135389.375000 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -135389.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -135389.375000 Penalty: 3439.943848
	Iteration 12F: 3 clusters Score -135389.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 102971 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 20775 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13351 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 104109 members 
Mstep: Class 29 contains 134507 members 
Mstep: Class 30 contains 26057 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 15032 members 
Mstep: Class 35 contains 484 members 
Entering Unmasked Estep 
Score: -86723024.000000 Penalty: 114959.039062
Splitting cluster 3 changes total score from -86724360.000000 to -86723024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (20573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Entering Unmasked Estep 
Score: -3260500.500000 Penalty: 2463.070312
	Iteration 0F: 2 clusters Score -3260500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3246128.000000 Penalty: 4926.140625
	Iteration 0F: 3 clusters Score -3246128 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3250815.250000 Penalty: 4926.140625
	Iteration 1F: 3 clusters Score -3250815 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3251291.750000 Penalty: 4926.140625
	Iteration 2F: 3 clusters Score -3251292 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3251776.250000 Penalty: 4926.140625
	Iteration 3F: 3 clusters Score -3251776 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -3252320.500000 Penalty: 4926.140625
	Iteration 4F: 3 clusters Score -3252320 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -3252847.000000 Penalty: 4926.140625
	Iteration 5F: 3 clusters Score -3252847 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3253394.000000 Penalty: 4926.140625
	Iteration 6F: 3 clusters Score -3253394 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3253964.250000 Penalty: 4926.140625
	Iteration 7F: 3 clusters Score -3253964 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3254652.250000 Penalty: 4926.140625
	Iteration 8F: 3 clusters Score -3254652 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3255402.250000 Penalty: 4926.140625
	Iteration 9F: 3 clusters Score -3255402 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3256250.500000 Penalty: 4926.140625
	Iteration 10F: 3 clusters Score -3256250 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3257066.500000 Penalty: 4926.140625
	Iteration 11Q: 3 clusters Score -3257066 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3257764.500000 Penalty: 4926.140625
	Iteration 12Q: 3 clusters Score -3257764 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3258245.750000 Penalty: 4926.140625
	Iteration 13Q: 3 clusters Score -3258246 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3258653.500000 Penalty: 4926.140625
	Iteration 14Q: 3 clusters Score -3258654 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3258890.500000 Penalty: 4926.140625
	Iteration 15Q: 3 clusters Score -3258890 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -3259025.000000 Penalty: 4926.140625
	Iteration 16Q: 3 clusters Score -3259025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3259078.500000 Penalty: 4926.140625
	Iteration 17Q: 3 clusters Score -3259078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3259121.750000 Penalty: 4926.140625
	Iteration 18Q: 3 clusters Score -3259122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3259164.750000 Penalty: 4926.140625
	Iteration 19Q: 3 clusters Score -3259165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3259176.750000 Penalty: 4926.140625
	Iteration 20F: 3 clusters Score -3259177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3259192.250000 Penalty: 4926.140625
	Iteration 21Q: 3 clusters Score -3259192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3259205.000000 Penalty: 4926.140625
	Iteration 22Q: 3 clusters Score -3259205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3259219.750000 Penalty: 4926.140625
	Iteration 23Q: 3 clusters Score -3259220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -3259220.250000 Penalty: 4926.140625
	Iteration 24Q: 3 clusters Score -3259220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3259222.500000 Penalty: 4926.140625
	Iteration 25Q: 3 clusters Score -3259222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3259224.750000 Penalty: 4926.140625
	Iteration 26Q: 3 clusters Score -3259225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3259227.500000 Penalty: 4926.140625
	Iteration 27Q: 3 clusters Score -3259228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3259230.000000 Penalty: 4926.140625
	Iteration 28Q: 3 clusters Score -3259230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3259233.250000 Penalty: 4926.140625
	Iteration 29Q: 3 clusters Score -3259233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3259237.000000 Penalty: 4926.140625
	Iteration 30Q: 3 clusters Score -3259237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3259239.500000 Penalty: 4926.140625
	Iteration 31Q: 3 clusters Score -3259240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3259243.750000 Penalty: 4926.140625
	Iteration 32Q: 3 clusters Score -3259244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3259242.750000 Penalty: 4926.140625
	Iteration 33Q: 3 clusters Score -3259243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3259245.000000 Penalty: 4926.140625
	Iteration 34Q: 3 clusters Score -3259245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3259246.500000 Penalty: 4926.140625
	Iteration 35Q: 3 clusters Score -3259246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3259246.500000 Penalty: 4926.140625
	Iteration 36Q: 3 clusters Score -3259246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -3259247.000000 Penalty: 4926.140625
	Iteration 37Q: 3 clusters Score -3259247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3259255.000000 Penalty: 4926.140625
	Iteration 38Q: 3 clusters Score -3259255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3259258.000000 Penalty: 4926.140625
	Iteration 39Q: 3 clusters Score -3259258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3259255.750000 Penalty: 4926.140625
	Iteration 40F: 3 clusters Score -3259256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -3259253.500000 Penalty: 4926.140625
	Iteration 41Q: 3 clusters Score -3259254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3259254.250000 Penalty: 4926.140625
	Iteration 42Q: 3 clusters Score -3259254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3259257.250000 Penalty: 4926.140625
	Iteration 43Q: 3 clusters Score -3259257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3259253.500000 Penalty: 4926.140625
	Iteration 44Q: 3 clusters Score -3259254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3259253.500000 Penalty: 4926.140625
	Iteration 45F: 3 clusters Score -3259254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -82945.632812 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -82945.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81359.906250 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -81359.91 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81654.328125 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -81654.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -81757.718750 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -81757.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81805.570312 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -81805.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81830.210938 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -81830.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81840.921875 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -81840.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81843.851562 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -81843.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81848.148438 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -81848.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81848.851562 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -81848.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81853.140625 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -81853.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81853.984375 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -81853.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81856.031250 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -81856.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81856.648438 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -81856.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81856.648438 Penalty: 3204.888184
	Iteration 13F: 3 clusters Score -81856.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -165823.140625 Penalty: 1767.468872
	Iteration 0F: 2 clusters Score -165823.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164035.765625 Penalty: 3534.937744
	Iteration 0F: 3 clusters Score -164035.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -165452.171875 Penalty: 3534.937744
	Iteration 1F: 3 clusters Score -165452.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -166043.187500 Penalty: 3534.937744
	Iteration 2F: 3 clusters Score -166043.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -166465.718750 Penalty: 3534.937744
	Iteration 3F: 3 clusters Score -166465.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -166695.734375 Penalty: 3534.937744
	Iteration 4Q: 3 clusters Score -166695.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -166791.531250 Penalty: 3534.937744
	Iteration 5Q: 3 clusters Score -166791.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -166814.781250 Penalty: 3534.937744
	Iteration 6Q: 3 clusters Score -166814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -166829.796875 Penalty: 3534.937744
	Iteration 7Q: 3 clusters Score -166829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -166846.484375 Penalty: 3534.937744
	Iteration 8Q: 3 clusters Score -166846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -166867.046875 Penalty: 3534.937744
	Iteration 9Q: 3 clusters Score -166867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -166880.375000 Penalty: 3534.937744
	Iteration 10Q: 3 clusters Score -166880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -166889.828125 Penalty: 3534.937744
	Iteration 11Q: 3 clusters Score -166889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -166903.640625 Penalty: 3534.937744
	Iteration 12Q: 3 clusters Score -166903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -166909.000000 Penalty: 3534.937744
	Iteration 13Q: 3 clusters Score -166909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -166927.703125 Penalty: 3534.937744
	Iteration 14Q: 3 clusters Score -166927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -166983.468750 Penalty: 3534.937744
	Iteration 15Q: 3 clusters Score -166983.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -167043.375000 Penalty: 3534.937744
	Iteration 16Q: 3 clusters Score -167043.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -167095.031250 Penalty: 3534.937744
	Iteration 17Q: 3 clusters Score -167095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -167098.671875 Penalty: 3534.937744
	Iteration 18Q: 3 clusters Score -167098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -167103.109375 Penalty: 3534.937744
	Iteration 19F: 3 clusters Score -167103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -167110.875000 Penalty: 3534.937744
	Iteration 20F: 3 clusters Score -167110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -167118.312500 Penalty: 3534.937744
	Iteration 21Q: 3 clusters Score -167118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -167118.312500 Penalty: 3534.937744
	Iteration 22F: 3 clusters Score -167118.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1054 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 102971 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 20775 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13351 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 104109 members 
Mstep: Class 29 contains 134507 members 
Mstep: Class 30 contains 26057 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 15032 members 
Mstep: Class 35 contains 191 members 
Entering Unmasked Estep 
Score: -86723912.000000 Penalty: 114959.039062
Splitting cluster 6 changes total score from -86724360.000000 to -86723912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -255222.656250 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -255222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -252731.375000 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -252731.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -253205.578125 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -253205.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -253345.296875 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -253345.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -253435.781250 Penalty: 3709.172363
	Iteration 3Q: 3 clusters Score -253435.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -253517.796875 Penalty: 3709.172363
	Iteration 4Q: 3 clusters Score -253517.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -253589.468750 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -253589.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -253695.921875 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -253695.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -253859.671875 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -253859.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -254015.781250 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -254015.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -254126.203125 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -254126.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -254204.312500 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -254204.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -254259.875000 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -254259.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -254302.187500 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -254302.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -254325.062500 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -254325.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254340.140625 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -254340.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -254351.375000 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -254351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -254362.625000 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -254362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -254366.265625 Penalty: 3709.172363
	Iteration 17Q: 3 clusters Score -254366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -254369.656250 Penalty: 3709.172363
	Iteration 18Q: 3 clusters Score -254369.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -254374.609375 Penalty: 3709.172363
	Iteration 19Q: 3 clusters Score -254374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -254377.421875 Penalty: 3709.172363
	Iteration 20F: 3 clusters Score -254377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -254379.421875 Penalty: 3709.172363
	Iteration 21Q: 3 clusters Score -254379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -254381.484375 Penalty: 3709.172363
	Iteration 22Q: 3 clusters Score -254381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -254382.609375 Penalty: 3709.172363
	Iteration 23Q: 3 clusters Score -254382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -254383.390625 Penalty: 3709.172363
	Iteration 24Q: 3 clusters Score -254383.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -254383.390625 Penalty: 3709.172363
	Iteration 25F: 3 clusters Score -254383.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Entering Unmasked Estep 
Score: -5294433.000000 Penalty: 2588.817871
	Iteration 0F: 2 clusters Score -5294433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5271288.500000 Penalty: 5177.635742
	Iteration 0F: 3 clusters Score -5271288 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -5279446.000000 Penalty: 5177.635742
	Iteration 1F: 3 clusters Score -5279446 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -5279822.000000 Penalty: 5177.635742
	Iteration 2Q: 3 clusters Score -5279822 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -5280140.000000 Penalty: 5177.635742
	Iteration 3Q: 3 clusters Score -5280140 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -5280454.000000 Penalty: 5177.635742
	Iteration 4Q: 3 clusters Score -5280454 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -5280734.000000 Penalty: 5177.635742
	Iteration 5Q: 3 clusters Score -5280734 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -5281030.000000 Penalty: 5177.635742
	Iteration 6Q: 3 clusters Score -5281030 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5281422.500000 Penalty: 5177.635742
	Iteration 7Q: 3 clusters Score -5281422 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -5281849.000000 Penalty: 5177.635742
	Iteration 8Q: 3 clusters Score -5281849 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -5282348.500000 Penalty: 5177.635742
	Iteration 9Q: 3 clusters Score -5282348 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -5282900.500000 Penalty: 5177.635742
	Iteration 10Q: 3 clusters Score -5282900 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -5283574.500000 Penalty: 5177.635742
	Iteration 11Q: 3 clusters Score -5283574 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -5284209.000000 Penalty: 5177.635742
	Iteration 12Q: 3 clusters Score -5284209 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5284837.000000 Penalty: 5177.635742
	Iteration 13Q: 3 clusters Score -5284837 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5285364.000000 Penalty: 5177.635742
	Iteration 14Q: 3 clusters Score -5285364 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -5285779.500000 Penalty: 5177.635742
	Iteration 15Q: 3 clusters Score -5285780 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -5286098.500000 Penalty: 5177.635742
	Iteration 16Q: 3 clusters Score -5286098 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -5286334.500000 Penalty: 5177.635742
	Iteration 17Q: 3 clusters Score -5286334 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -5286488.500000 Penalty: 5177.635742
	Iteration 18Q: 3 clusters Score -5286488 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -5286559.000000 Penalty: 5177.635742
	Iteration 19Q: 3 clusters Score -5286559 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -5286630.000000 Penalty: 5177.635742
	Iteration 20F: 3 clusters Score -5286630 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -5286709.500000 Penalty: 5177.635742
	Iteration 21Q: 3 clusters Score -5286710 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -5286758.000000 Penalty: 5177.635742
	Iteration 22Q: 3 clusters Score -5286758 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -5286807.500000 Penalty: 5177.635742
	Iteration 23Q: 3 clusters Score -5286808 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -5286826.500000 Penalty: 5177.635742
	Iteration 24Q: 3 clusters Score -5286826 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -5286875.000000 Penalty: 5177.635742
	Iteration 25Q: 3 clusters Score -5286875 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -5286903.000000 Penalty: 5177.635742
	Iteration 26Q: 3 clusters Score -5286903 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -5286932.000000 Penalty: 5177.635742
	Iteration 27Q: 3 clusters Score -5286932 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5286965.500000 Penalty: 5177.635742
	Iteration 28Q: 3 clusters Score -5286966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -5287006.500000 Penalty: 5177.635742
	Iteration 29Q: 3 clusters Score -5287006 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5287045.500000 Penalty: 5177.635742
	Iteration 30Q: 3 clusters Score -5287046 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -5287076.500000 Penalty: 5177.635742
	Iteration 31Q: 3 clusters Score -5287076 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -5287132.500000 Penalty: 5177.635742
	Iteration 32Q: 3 clusters Score -5287132 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -5287200.000000 Penalty: 5177.635742
	Iteration 33Q: 3 clusters Score -5287200 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -5287297.000000 Penalty: 5177.635742
	Iteration 34Q: 3 clusters Score -5287297 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5287413.500000 Penalty: 5177.635742
	Iteration 35Q: 3 clusters Score -5287414 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -5287555.000000 Penalty: 5177.635742
	Iteration 36Q: 3 clusters Score -5287555 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -5287776.000000 Penalty: 5177.635742
	Iteration 37Q: 3 clusters Score -5287776 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5288045.000000 Penalty: 5177.635742
	Iteration 38Q: 3 clusters Score -5288045 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -5288483.500000 Penalty: 5177.635742
	Iteration 39Q: 3 clusters Score -5288484 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5289098.000000 Penalty: 5177.635742
	Iteration 40F: 3 clusters Score -5289098 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5289829.000000 Penalty: 5177.635742
	Iteration 41Q: 3 clusters Score -5289829 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5290545.000000 Penalty: 5177.635742
	Iteration 42Q: 3 clusters Score -5290545 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5291222.500000 Penalty: 5177.635742
	Iteration 43Q: 3 clusters Score -5291222 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5291665.500000 Penalty: 5177.635742
	Iteration 44Q: 3 clusters Score -5291666 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5291876.500000 Penalty: 5177.635742
	Iteration 45Q: 3 clusters Score -5291876 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5291975.000000 Penalty: 5177.635742
	Iteration 46Q: 3 clusters Score -5291975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5292044.000000 Penalty: 5177.635742
	Iteration 47Q: 3 clusters Score -5292044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5292095.000000 Penalty: 5177.635742
	Iteration 48Q: 3 clusters Score -5292095 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5292115.000000 Penalty: 5177.635742
	Iteration 49Q: 3 clusters Score -5292115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5292139.500000 Penalty: 5177.635742
	Iteration 50Q: 3 clusters Score -5292140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5292153.500000 Penalty: 5177.635742
	Iteration 51Q: 3 clusters Score -5292154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5292167.500000 Penalty: 5177.635742
	Iteration 52Q: 3 clusters Score -5292168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5292170.500000 Penalty: 5177.635742
	Iteration 53Q: 3 clusters Score -5292170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5292174.500000 Penalty: 5177.635742
	Iteration 54Q: 3 clusters Score -5292174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5292178.000000 Penalty: 5177.635742
	Iteration 55Q: 3 clusters Score -5292178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5292180.500000 Penalty: 5177.635742
	Iteration 56Q: 3 clusters Score -5292180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5292185.500000 Penalty: 5177.635742
	Iteration 57Q: 3 clusters Score -5292186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5292192.500000 Penalty: 5177.635742
	Iteration 58Q: 3 clusters Score -5292192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5292189.000000 Penalty: 5177.635742
	Iteration 59Q: 3 clusters Score -5292189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5292189.000000 Penalty: 5177.635742
	Iteration 60F: 3 clusters Score -5292189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Entering Unmasked Estep 
Score: -890672.750000 Penalty: 2156.941650
	Iteration 0F: 2 clusters Score -890672.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -885482.000000 Penalty: 4313.883301
	Iteration 0F: 3 clusters Score -885482 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -886782.437500 Penalty: 4313.883301
	Iteration 1F: 3 clusters Score -886782.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -887078.937500 Penalty: 4313.883301
	Iteration 2F: 3 clusters Score -887078.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -887335.812500 Penalty: 4313.883301
	Iteration 3F: 3 clusters Score -887335.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -887614.750000 Penalty: 4313.883301
	Iteration 4F: 3 clusters Score -887614.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -887867.875000 Penalty: 4313.883301
	Iteration 5F: 3 clusters Score -887867.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -888112.562500 Penalty: 4313.883301
	Iteration 6F: 3 clusters Score -888112.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -888311.125000 Penalty: 4313.883301
	Iteration 7Q: 3 clusters Score -888311.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -888474.750000 Penalty: 4313.883301
	Iteration 8Q: 3 clusters Score -888474.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -888623.687500 Penalty: 4313.883301
	Iteration 9Q: 3 clusters Score -888623.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -888765.750000 Penalty: 4313.883301
	Iteration 10Q: 3 clusters Score -888765.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -888899.062500 Penalty: 4313.883301
	Iteration 11Q: 3 clusters Score -888899.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -888995.687500 Penalty: 4313.883301
	Iteration 12Q: 3 clusters Score -888995.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -889057.062500 Penalty: 4313.883301
	Iteration 13Q: 3 clusters Score -889057.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -889105.375000 Penalty: 4313.883301
	Iteration 14Q: 3 clusters Score -889105.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -889131.437500 Penalty: 4313.883301
	Iteration 15Q: 3 clusters Score -889131.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -889147.875000 Penalty: 4313.883301
	Iteration 16Q: 3 clusters Score -889147.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -889166.562500 Penalty: 4313.883301
	Iteration 17Q: 3 clusters Score -889166.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -889176.875000 Penalty: 4313.883301
	Iteration 18Q: 3 clusters Score -889176.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -889185.062500 Penalty: 4313.883301
	Iteration 19Q: 3 clusters Score -889185.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -889194.187500 Penalty: 4313.883301
	Iteration 20F: 3 clusters Score -889194.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -889203.937500 Penalty: 4313.883301
	Iteration 21Q: 3 clusters Score -889203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -889214.000000 Penalty: 4313.883301
	Iteration 22Q: 3 clusters Score -889214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -889220.937500 Penalty: 4313.883301
	Iteration 23Q: 3 clusters Score -889220.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -889223.125000 Penalty: 4313.883301
	Iteration 24Q: 3 clusters Score -889223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -889226.562500 Penalty: 4313.883301
	Iteration 25Q: 3 clusters Score -889226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -889227.750000 Penalty: 4313.883301
	Iteration 26Q: 3 clusters Score -889227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -889230.562500 Penalty: 4313.883301
	Iteration 27Q: 3 clusters Score -889230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -889234.750000 Penalty: 4313.883301
	Iteration 28Q: 3 clusters Score -889234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -889233.437500 Penalty: 4313.883301
	Iteration 29Q: 3 clusters Score -889233.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -889237.062500 Penalty: 4313.883301
	Iteration 30Q: 3 clusters Score -889237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -889236.250000 Penalty: 4313.883301
	Iteration 31Q: 3 clusters Score -889236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -889235.062500 Penalty: 4313.883301
	Iteration 32Q: 3 clusters Score -889235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -889235.062500 Penalty: 4313.883301
	Iteration 33F: 3 clusters Score -889235.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -78680.804688 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -78680.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77217.257812 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -77217.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77507.632812 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -77507.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77686.179688 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -77686.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77817.445312 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -77817.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77867.476562 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -77867.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77881.250000 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -77881.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77887.156250 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -77887.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77889.484375 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -77889.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77889.484375 Penalty: 3128.816650
	Iteration 8F: 3 clusters Score -77889.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -957384.625000 Penalty: 2177.368408
	Iteration 0F: 2 clusters Score -957384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -951981.875000 Penalty: 4354.736816
	Iteration 0F: 3 clusters Score -951981.9 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -953435.875000 Penalty: 4354.736816
	Iteration 1F: 3 clusters Score -953435.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -953766.000000 Penalty: 4354.736816
	Iteration 2F: 3 clusters Score -953766 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -953989.000000 Penalty: 4354.736816
	Iteration 3F: 3 clusters Score -953989 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -954187.062500 Penalty: 4354.736816
	Iteration 4Q: 3 clusters Score -954187.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -954390.937500 Penalty: 4354.736816
	Iteration 5Q: 3 clusters Score -954390.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -954598.437500 Penalty: 4354.736816
	Iteration 6Q: 3 clusters Score -954598.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -954801.937500 Penalty: 4354.736816
	Iteration 7Q: 3 clusters Score -954801.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -954969.312500 Penalty: 4354.736816
	Iteration 8Q: 3 clusters Score -954969.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -955119.187500 Penalty: 4354.736816
	Iteration 9Q: 3 clusters Score -955119.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -955252.937500 Penalty: 4354.736816
	Iteration 10Q: 3 clusters Score -955252.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -955377.187500 Penalty: 4354.736816
	Iteration 11Q: 3 clusters Score -955377.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -955493.437500 Penalty: 4354.736816
	Iteration 12Q: 3 clusters Score -955493.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -955610.687500 Penalty: 4354.736816
	Iteration 13Q: 3 clusters Score -955610.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -955698.937500 Penalty: 4354.736816
	Iteration 14Q: 3 clusters Score -955698.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -955742.125000 Penalty: 4354.736816
	Iteration 15Q: 3 clusters Score -955742.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -955783.125000 Penalty: 4354.736816
	Iteration 16Q: 3 clusters Score -955783.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -955804.625000 Penalty: 4354.736816
	Iteration 17Q: 3 clusters Score -955804.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -955825.062500 Penalty: 4354.736816
	Iteration 18Q: 3 clusters Score -955825.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -955841.250000 Penalty: 4354.736816
	Iteration 19Q: 3 clusters Score -955841.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -955851.625000 Penalty: 4354.736816
	Iteration 20F: 3 clusters Score -955851.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -955859.750000 Penalty: 4354.736816
	Iteration 21Q: 3 clusters Score -955859.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -955870.312500 Penalty: 4354.736816
	Iteration 22Q: 3 clusters Score -955870.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -955872.375000 Penalty: 4354.736816
	Iteration 23Q: 3 clusters Score -955872.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -955876.062500 Penalty: 4354.736816
	Iteration 24Q: 3 clusters Score -955876.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -955880.437500 Penalty: 4354.736816
	Iteration 25Q: 3 clusters Score -955880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -955883.000000 Penalty: 4354.736816
	Iteration 26Q: 3 clusters Score -955883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -955882.812500 Penalty: 4354.736816
	Iteration 27Q: 3 clusters Score -955882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -955886.562500 Penalty: 4354.736816
	Iteration 28Q: 3 clusters Score -955886.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -955886.562500 Penalty: 4354.736816
	Iteration 29F: 3 clusters Score -955886.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (102971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Entering Unmasked Estep 
Score: -16244282.000000 Penalty: 2862.466309
	Iteration 0F: 2 clusters Score -1.624428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -16176593.000000 Penalty: 5724.932617
	Iteration 0F: 3 clusters Score -1.617659e+07 nChanged 49025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -16204850.000000 Penalty: 5724.932617
	Iteration 1F: 3 clusters Score -1.620485e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -16206185.000000 Penalty: 5724.932617
	Iteration 2Q: 3 clusters Score -1.620618e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -16208350.000000 Penalty: 5724.932617
	Iteration 3Q: 3 clusters Score -1.620835e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -16212254.000000 Penalty: 5724.932617
	Iteration 4F: 3 clusters Score -1.621225e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 71942 members 
Entering Unmasked Estep 
Score: -16218377.000000 Penalty: 5724.932617
	Iteration 5F: 3 clusters Score -1.621838e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -16225796.000000 Penalty: 5724.932617
	Iteration 6F: 3 clusters Score -1.62258e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -16232723.000000 Penalty: 5724.932617
	Iteration 7F: 3 clusters Score -1.623272e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 88609 members 
Entering Unmasked Estep 
Score: -16237310.000000 Penalty: 5724.932617
	Iteration 8Q: 3 clusters Score -1.623731e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 90437 members 
Entering Unmasked Estep 
Score: -16239626.000000 Penalty: 5724.932617
	Iteration 9Q: 3 clusters Score -1.623963e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 91557 members 
Entering Unmasked Estep 
Score: -16240636.000000 Penalty: 5724.932617
	Iteration 10Q: 3 clusters Score -1.624064e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -16241204.000000 Penalty: 5724.932617
	Iteration 11Q: 3 clusters Score -1.62412e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -16241542.000000 Penalty: 5724.932617
	Iteration 12Q: 3 clusters Score -1.624154e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -16241773.000000 Penalty: 5724.932617
	Iteration 13Q: 3 clusters Score -1.624177e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 94343 members 
Entering Unmasked Estep 
Score: -16242015.000000 Penalty: 5724.932617
	Iteration 14Q: 3 clusters Score -1.624202e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 94847 members 
Entering Unmasked Estep 
Score: -16242155.000000 Penalty: 5724.932617
	Iteration 15Q: 3 clusters Score -1.624216e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 95289 members 
Entering Unmasked Estep 
Score: -16242265.000000 Penalty: 5724.932617
	Iteration 16Q: 3 clusters Score -1.624226e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 95695 members 
Entering Unmasked Estep 
Score: -16242344.000000 Penalty: 5724.932617
	Iteration 17Q: 3 clusters Score -1.624234e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -16242384.000000 Penalty: 5724.932617
	Iteration 18Q: 3 clusters Score -1.624238e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -16242456.000000 Penalty: 5724.932617
	Iteration 19Q: 3 clusters Score -1.624246e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -16242521.000000 Penalty: 5724.932617
	Iteration 20F: 3 clusters Score -1.624252e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -16242604.000000 Penalty: 5724.932617
	Iteration 21Q: 3 clusters Score -1.62426e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -16242619.000000 Penalty: 5724.932617
	Iteration 22Q: 3 clusters Score -1.624262e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -16242653.000000 Penalty: 5724.932617
	Iteration 23Q: 3 clusters Score -1.624265e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -16242716.000000 Penalty: 5724.932617
	Iteration 24Q: 3 clusters Score -1.624272e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -16242749.000000 Penalty: 5724.932617
	Iteration 25Q: 3 clusters Score -1.624275e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -16242732.000000 Penalty: 5724.932617
	Iteration 26Q: 3 clusters Score -1.624273e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -16242781.000000 Penalty: 5724.932617
	Iteration 27Q: 3 clusters Score -1.624278e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -16242804.000000 Penalty: 5724.932617
	Iteration 28Q: 3 clusters Score -1.62428e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 98681 members 
Entering Unmasked Estep 
Score: -16242818.000000 Penalty: 5724.932617
	Iteration 29Q: 3 clusters Score -1.624282e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 98824 members 
Entering Unmasked Estep 
Score: -16242832.000000 Penalty: 5724.932617
	Iteration 30Q: 3 clusters Score -1.624283e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -16242865.000000 Penalty: 5724.932617
	Iteration 31Q: 3 clusters Score -1.624286e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -16242855.000000 Penalty: 5724.932617
	Iteration 32Q: 3 clusters Score -1.624286e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -16242871.000000 Penalty: 5724.932617
	Iteration 33Q: 3 clusters Score -1.624287e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -16242900.000000 Penalty: 5724.932617
	Iteration 34Q: 3 clusters Score -1.62429e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -16242893.000000 Penalty: 5724.932617
	Iteration 35Q: 3 clusters Score -1.624289e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -16242876.000000 Penalty: 5724.932617
	Iteration 36Q: 3 clusters Score -1.624288e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -16242891.000000 Penalty: 5724.932617
	Iteration 37Q: 3 clusters Score -1.624289e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -16242886.000000 Penalty: 5724.932617
	Iteration 38Q: 3 clusters Score -1.624289e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -16242906.000000 Penalty: 5724.932617
	Iteration 39Q: 3 clusters Score -1.624291e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 99710 members 
Entering Unmasked Estep 
Score: -16242878.000000 Penalty: 5724.932617
	Iteration 40F: 3 clusters Score -1.624288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -16242873.000000 Penalty: 5724.932617
	Iteration 41Q: 3 clusters Score -1.624287e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -16242888.000000 Penalty: 5724.932617
	Iteration 42Q: 3 clusters Score -1.624289e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -16242881.000000 Penalty: 5724.932617
	Iteration 43Q: 3 clusters Score -1.624288e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 99909 members 
Entering Unmasked Estep 
Score: -16242901.000000 Penalty: 5724.932617
	Iteration 44Q: 3 clusters Score -1.62429e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 99935 members 
Entering Unmasked Estep 
Score: -16242879.000000 Penalty: 5724.932617
	Iteration 45Q: 3 clusters Score -1.624288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -16242897.000000 Penalty: 5724.932617
	Iteration 46Q: 3 clusters Score -1.62429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
Score: -16242891.000000 Penalty: 5724.932617
	Iteration 47Q: 3 clusters Score -1.624289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -16242887.000000 Penalty: 5724.932617
	Iteration 48Q: 3 clusters Score -1.624289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 100023 members 
Entering Unmasked Estep 
Score: -16242907.000000 Penalty: 5724.932617
	Iteration 49Q: 3 clusters Score -1.624291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 100047 members 
Entering Unmasked Estep 
Score: -16242893.000000 Penalty: 5724.932617
	Iteration 50Q: 3 clusters Score -1.624289e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 100068 members 
Entering Unmasked Estep 
Score: -16242895.000000 Penalty: 5724.932617
	Iteration 51Q: 3 clusters Score -1.62429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -16242877.000000 Penalty: 5724.932617
	Iteration 52Q: 3 clusters Score -1.624288e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 100115 members 
Entering Unmasked Estep 
Score: -16242870.000000 Penalty: 5724.932617
	Iteration 53Q: 3 clusters Score -1.624287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 100134 members 
Entering Unmasked Estep 
Score: -16242866.000000 Penalty: 5724.932617
	Iteration 54Q: 3 clusters Score -1.624287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 100152 members 
Entering Unmasked Estep 
Score: -16242895.000000 Penalty: 5724.932617
	Iteration 55Q: 3 clusters Score -1.62429e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 100170 members 
Entering Unmasked Estep 
Score: -16242877.000000 Penalty: 5724.932617
	Iteration 56Q: 3 clusters Score -1.624288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -16242875.000000 Penalty: 5724.932617
	Iteration 57Q: 3 clusters Score -1.624288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 100209 members 
Entering Unmasked Estep 
Score: -16242875.000000 Penalty: 5724.932617
	Iteration 58Q: 3 clusters Score -1.624288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -16242868.000000 Penalty: 5724.932617
	Iteration 59Q: 3 clusters Score -1.624287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 100235 members 
Entering Unmasked Estep 
Score: -16242878.000000 Penalty: 5724.932617
	Iteration 60F: 3 clusters Score -1.624288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 100253 members 
Entering Unmasked Estep 
Score: -16242889.000000 Penalty: 5724.932617
	Iteration 61Q: 3 clusters Score -1.624289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -16242895.000000 Penalty: 5724.932617
	Iteration 62Q: 3 clusters Score -1.62429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 100282 members 
Entering Unmasked Estep 
Score: -16242907.000000 Penalty: 5724.932617
	Iteration 63Q: 3 clusters Score -1.624291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 100294 members 
Entering Unmasked Estep 
Score: -16242906.000000 Penalty: 5724.932617
	Iteration 64Q: 3 clusters Score -1.624291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 100304 members 
Entering Unmasked Estep 
Score: -16242909.000000 Penalty: 5724.932617
	Iteration 65Q: 3 clusters Score -1.624291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -16242914.000000 Penalty: 5724.932617
	Iteration 66Q: 3 clusters Score -1.624291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -16242921.000000 Penalty: 5724.932617
	Iteration 67Q: 3 clusters Score -1.624292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -16242927.000000 Penalty: 5724.932617
	Iteration 68Q: 3 clusters Score -1.624293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -16242930.000000 Penalty: 5724.932617
	Iteration 69Q: 3 clusters Score -1.624293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 100335 members 
Entering Unmasked Estep 
Score: -16242921.000000 Penalty: 5724.932617
	Iteration 70Q: 3 clusters Score -1.624292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -16242915.000000 Penalty: 5724.932617
	Iteration 71Q: 3 clusters Score -1.624292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 100341 members 
Entering Unmasked Estep 
Score: -16242914.000000 Penalty: 5724.932617
	Iteration 72Q: 3 clusters Score -1.624291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 100344 members 
Entering Unmasked Estep 
Score: -16242905.000000 Penalty: 5724.932617
	Iteration 73Q: 3 clusters Score -1.62429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 100347 members 
Entering Unmasked Estep 
Score: -16242907.000000 Penalty: 5724.932617
	Iteration 74Q: 3 clusters Score -1.624291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -16242911.000000 Penalty: 5724.932617
	Iteration 75Q: 3 clusters Score -1.624291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -16242910.000000 Penalty: 5724.932617
	Iteration 76Q: 3 clusters Score -1.624291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 100349 members 
Entering Unmasked Estep 
Score: -16242910.000000 Penalty: 5724.932617
	Iteration 77F: 3 clusters Score -1.624291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -388611.937500 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -388611.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -385619.437500 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -385619.4 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -386211.281250 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -386211.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -386400.531250 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -386400.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -386547.000000 Penalty: 3899.989502
	Iteration 3F: 3 clusters Score -386547 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -386693.281250 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -386693.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -386805.625000 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -386805.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -386922.375000 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -386922.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -387061.687500 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -387061.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -387243.062500 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -387243.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -387425.500000 Penalty: 3899.989502
	Iteration 9F: 3 clusters Score -387425.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -387577.000000 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -387577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -387703.812500 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -387703.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -387789.093750 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -387789.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -387850.750000 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -387850.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -387894.906250 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -387894.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -387917.281250 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -387917.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -387932.031250 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -387932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -387940.718750 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -387940.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -387949.500000 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -387949.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -387957.468750 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -387957.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -387964.531250 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -387964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -387967.468750 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -387967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -387970.875000 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -387970.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -387973.843750 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -387973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -387978.687500 Penalty: 3899.989502
	Iteration 24Q: 3 clusters Score -387978.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -387982.906250 Penalty: 3899.989502
	Iteration 25Q: 3 clusters Score -387982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -387983.312500 Penalty: 3899.989502
	Iteration 26Q: 3 clusters Score -387983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -387984.968750 Penalty: 3899.989502
	Iteration 27Q: 3 clusters Score -387985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -387988.343750 Penalty: 3899.989502
	Iteration 28Q: 3 clusters Score -387988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -387988.875000 Penalty: 3899.989502
	Iteration 29Q: 3 clusters Score -387988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -387988.968750 Penalty: 3899.989502
	Iteration 30Q: 3 clusters Score -387989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -387988.968750 Penalty: 3899.989502
	Iteration 31F: 3 clusters Score -387989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Entering Unmasked Estep 
Score: -3209659.750000 Penalty: 2465.493408
	Iteration 0F: 2 clusters Score -3209660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -3195014.750000 Penalty: 4930.986816
	Iteration 0F: 3 clusters Score -3195015 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3199878.250000 Penalty: 4930.986816
	Iteration 1F: 3 clusters Score -3199878 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3200268.250000 Penalty: 4930.986816
	Iteration 2Q: 3 clusters Score -3200268 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3200583.750000 Penalty: 4930.986816
	Iteration 3Q: 3 clusters Score -3200584 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -3200838.500000 Penalty: 4930.986816
	Iteration 4Q: 3 clusters Score -3200838 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3201133.000000 Penalty: 4930.986816
	Iteration 5Q: 3 clusters Score -3201133 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3201481.000000 Penalty: 4930.986816
	Iteration 6Q: 3 clusters Score -3201481 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -3201861.750000 Penalty: 4930.986816
	Iteration 7Q: 3 clusters Score -3201862 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3202353.500000 Penalty: 4930.986816
	Iteration 8Q: 3 clusters Score -3202354 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -3202931.500000 Penalty: 4930.986816
	Iteration 9Q: 3 clusters Score -3202932 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3203568.750000 Penalty: 4930.986816
	Iteration 10Q: 3 clusters Score -3203569 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3204266.250000 Penalty: 4930.986816
	Iteration 11Q: 3 clusters Score -3204266 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3204898.750000 Penalty: 4930.986816
	Iteration 12Q: 3 clusters Score -3204899 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3205532.000000 Penalty: 4930.986816
	Iteration 13Q: 3 clusters Score -3205532 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3206047.250000 Penalty: 4930.986816
	Iteration 14Q: 3 clusters Score -3206047 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3206503.750000 Penalty: 4930.986816
	Iteration 15Q: 3 clusters Score -3206504 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3206794.000000 Penalty: 4930.986816
	Iteration 16Q: 3 clusters Score -3206794 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3207024.250000 Penalty: 4930.986816
	Iteration 17Q: 3 clusters Score -3207024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3207167.000000 Penalty: 4930.986816
	Iteration 18Q: 3 clusters Score -3207167 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3207286.000000 Penalty: 4930.986816
	Iteration 19Q: 3 clusters Score -3207286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3207355.750000 Penalty: 4930.986816
	Iteration 20F: 3 clusters Score -3207356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3207393.750000 Penalty: 4930.986816
	Iteration 21Q: 3 clusters Score -3207394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3207440.500000 Penalty: 4930.986816
	Iteration 22Q: 3 clusters Score -3207440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3207475.000000 Penalty: 4930.986816
	Iteration 23Q: 3 clusters Score -3207475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3207493.500000 Penalty: 4930.986816
	Iteration 24Q: 3 clusters Score -3207494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3207507.750000 Penalty: 4930.986816
	Iteration 25Q: 3 clusters Score -3207508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3207515.750000 Penalty: 4930.986816
	Iteration 26Q: 3 clusters Score -3207516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3207516.250000 Penalty: 4930.986816
	Iteration 27Q: 3 clusters Score -3207516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3207519.750000 Penalty: 4930.986816
	Iteration 28Q: 3 clusters Score -3207520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3207521.750000 Penalty: 4930.986816
	Iteration 29Q: 3 clusters Score -3207522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3207521.750000 Penalty: 4930.986816
	Iteration 30F: 3 clusters Score -3207522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Entering Unmasked Estep 
Score: -397171.875000 Penalty: 1957.975708
	Iteration 0F: 2 clusters Score -397171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -394103.593750 Penalty: 3915.951416
	Iteration 0F: 3 clusters Score -394103.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -394760.718750 Penalty: 3915.951416
	Iteration 1F: 3 clusters Score -394760.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -394944.500000 Penalty: 3915.951416
	Iteration 2F: 3 clusters Score -394944.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -395036.093750 Penalty: 3915.951416
	Iteration 3Q: 3 clusters Score -395036.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -395096.218750 Penalty: 3915.951416
	Iteration 4Q: 3 clusters Score -395096.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395135.843750 Penalty: 3915.951416
	Iteration 5Q: 3 clusters Score -395135.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -395174.406250 Penalty: 3915.951416
	Iteration 6Q: 3 clusters Score -395174.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -395211.437500 Penalty: 3915.951416
	Iteration 7Q: 3 clusters Score -395211.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -395251.500000 Penalty: 3915.951416
	Iteration 8Q: 3 clusters Score -395251.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -395279.750000 Penalty: 3915.951416
	Iteration 9Q: 3 clusters Score -395279.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -395313.968750 Penalty: 3915.951416
	Iteration 10Q: 3 clusters Score -395314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -395340.406250 Penalty: 3915.951416
	Iteration 11Q: 3 clusters Score -395340.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -395361.031250 Penalty: 3915.951416
	Iteration 12Q: 3 clusters Score -395361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -395378.031250 Penalty: 3915.951416
	Iteration 13Q: 3 clusters Score -395378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -395391.218750 Penalty: 3915.951416
	Iteration 14Q: 3 clusters Score -395391.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -395403.000000 Penalty: 3915.951416
	Iteration 15Q: 3 clusters Score -395403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -395410.125000 Penalty: 3915.951416
	Iteration 16Q: 3 clusters Score -395410.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -395416.562500 Penalty: 3915.951416
	Iteration 17Q: 3 clusters Score -395416.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -395426.687500 Penalty: 3915.951416
	Iteration 18Q: 3 clusters Score -395426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -395432.468750 Penalty: 3915.951416
	Iteration 19Q: 3 clusters Score -395432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -395439.687500 Penalty: 3915.951416
	Iteration 20F: 3 clusters Score -395439.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -395449.781250 Penalty: 3915.951416
	Iteration 21Q: 3 clusters Score -395449.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -395457.187500 Penalty: 3915.951416
	Iteration 22Q: 3 clusters Score -395457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -395463.468750 Penalty: 3915.951416
	Iteration 23Q: 3 clusters Score -395463.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -395468.406250 Penalty: 3915.951416
	Iteration 24Q: 3 clusters Score -395468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -395474.250000 Penalty: 3915.951416
	Iteration 25Q: 3 clusters Score -395474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -395477.500000 Penalty: 3915.951416
	Iteration 26Q: 3 clusters Score -395477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -395479.875000 Penalty: 3915.951416
	Iteration 27Q: 3 clusters Score -395479.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -395485.656250 Penalty: 3915.951416
	Iteration 28Q: 3 clusters Score -395485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -395489.468750 Penalty: 3915.951416
	Iteration 29Q: 3 clusters Score -395489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -395496.968750 Penalty: 3915.951416
	Iteration 30Q: 3 clusters Score -395497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -395502.593750 Penalty: 3915.951416
	Iteration 31Q: 3 clusters Score -395502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -395510.968750 Penalty: 3915.951416
	Iteration 32Q: 3 clusters Score -395511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -395519.375000 Penalty: 3915.951416
	Iteration 33Q: 3 clusters Score -395519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -395522.562500 Penalty: 3915.951416
	Iteration 34Q: 3 clusters Score -395522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -395526.437500 Penalty: 3915.951416
	Iteration 35Q: 3 clusters Score -395526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -395533.437500 Penalty: 3915.951416
	Iteration 36Q: 3 clusters Score -395533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -395538.718750 Penalty: 3915.951416
	Iteration 37Q: 3 clusters Score -395538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -395541.343750 Penalty: 3915.951416
	Iteration 38Q: 3 clusters Score -395541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -395544.062500 Penalty: 3915.951416
	Iteration 39Q: 3 clusters Score -395544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -395546.500000 Penalty: 3915.951416
	Iteration 40F: 3 clusters Score -395546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -395547.562500 Penalty: 3915.951416
	Iteration 41Q: 3 clusters Score -395547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -395550.468750 Penalty: 3915.951416
	Iteration 42Q: 3 clusters Score -395550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -395550.593750 Penalty: 3915.951416
	Iteration 43Q: 3 clusters Score -395550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -395551.187500 Penalty: 3915.951416
	Iteration 44Q: 3 clusters Score -395551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -395552.593750 Penalty: 3915.951416
	Iteration 45Q: 3 clusters Score -395552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -395552.000000 Penalty: 3915.951416
	Iteration 46Q: 3 clusters Score -395552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -395552.000000 Penalty: 3915.951416
	Iteration 47F: 3 clusters Score -395552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -909106.937500 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -909106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -904191.562500 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -904191.6 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -905485.250000 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -905485.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -905779.312500 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -905779.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -906020.937500 Penalty: 4290.647461
	Iteration 3F: 3 clusters Score -906020.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -906248.437500 Penalty: 4290.647461
	Iteration 4F: 3 clusters Score -906248.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -906442.437500 Penalty: 4290.647461
	Iteration 5Q: 3 clusters Score -906442.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -906623.250000 Penalty: 4290.647461
	Iteration 6Q: 3 clusters Score -906623.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -906784.062500 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -906784.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -906925.062500 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -906925.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -907048.562500 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -907048.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -907162.000000 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -907162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -907239.500000 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -907239.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -907284.250000 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -907284.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -907322.500000 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -907322.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -907353.937500 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -907353.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -907375.437500 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -907375.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -907389.812500 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -907389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -907399.875000 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -907399.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -907408.187500 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -907408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -907416.500000 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -907416.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -907421.437500 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -907421.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -907423.437500 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -907423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -907426.250000 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -907426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -907429.687500 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -907429.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -907434.250000 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -907434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -907435.812500 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -907435.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -907439.125000 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -907439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -907443.875000 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -907443.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -907448.000000 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -907448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -907449.062500 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -907449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -907449.687500 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -907449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -907452.000000 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -907452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -907453.812500 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -907453.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -907456.000000 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -907456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -907457.125000 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -907457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -907456.562500 Penalty: 4290.647461
	Iteration 35Q: 3 clusters Score -907456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -907458.312500 Penalty: 4290.647461
	Iteration 36Q: 3 clusters Score -907458.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -907457.562500 Penalty: 4290.647461
	Iteration 37Q: 3 clusters Score -907457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -907457.562500 Penalty: 4290.647461
	Iteration 38F: 3 clusters Score -907457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -113208.046875 Penalty: 1702.999512
	Iteration 0F: 2 clusters Score -113208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111404.843750 Penalty: 3405.999023
	Iteration 0F: 3 clusters Score -111404.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111815.757812 Penalty: 3405.999023
	Iteration 1F: 3 clusters Score -111815.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112185.328125 Penalty: 3405.999023
	Iteration 2F: 3 clusters Score -112185.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -112510.398438 Penalty: 3405.999023
	Iteration 3F: 3 clusters Score -112510.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -112675.781250 Penalty: 3405.999023
	Iteration 4Q: 3 clusters Score -112675.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -112817.062500 Penalty: 3405.999023
	Iteration 5Q: 3 clusters Score -112817.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -112880.671875 Penalty: 3405.999023
	Iteration 6Q: 3 clusters Score -112880.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112916.382812 Penalty: 3405.999023
	Iteration 7Q: 3 clusters Score -112916.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112943.875000 Penalty: 3405.999023
	Iteration 8Q: 3 clusters Score -112943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112967.445312 Penalty: 3405.999023
	Iteration 9Q: 3 clusters Score -112967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112999.179688 Penalty: 3405.999023
	Iteration 10Q: 3 clusters Score -112999.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -113019.492188 Penalty: 3405.999023
	Iteration 11Q: 3 clusters Score -113019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113040.195312 Penalty: 3405.999023
	Iteration 12Q: 3 clusters Score -113040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113046.101562 Penalty: 3405.999023
	Iteration 13Q: 3 clusters Score -113046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113048.656250 Penalty: 3405.999023
	Iteration 14Q: 3 clusters Score -113048.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113048.656250 Penalty: 3405.999023
	Iteration 15F: 3 clusters Score -113048.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -571850.250000 Penalty: 2050.836182
	Iteration 0F: 2 clusters Score -571850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -567971.375000 Penalty: 4101.672363
	Iteration 0F: 3 clusters Score -567971.4 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -568895.312500 Penalty: 4101.672363
	Iteration 1F: 3 clusters Score -568895.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -569199.375000 Penalty: 4101.672363
	Iteration 2F: 3 clusters Score -569199.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -569483.375000 Penalty: 4101.672363
	Iteration 3F: 3 clusters Score -569483.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -569827.937500 Penalty: 4101.672363
	Iteration 4F: 3 clusters Score -569827.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -570250.625000 Penalty: 4101.672363
	Iteration 5F: 3 clusters Score -570250.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -570765.000000 Penalty: 4101.672363
	Iteration 6F: 3 clusters Score -570765 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -571297.250000 Penalty: 4101.672363
	Iteration 7F: 3 clusters Score -571297.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -571600.062500 Penalty: 4101.672363
	Iteration 8F: 3 clusters Score -571600.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -571727.062500 Penalty: 4101.672363
	Iteration 9Q: 3 clusters Score -571727.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -571779.687500 Penalty: 4101.672363
	Iteration 10Q: 3 clusters Score -571779.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -571808.375000 Penalty: 4101.672363
	Iteration 11Q: 3 clusters Score -571808.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -571835.937500 Penalty: 4101.672363
	Iteration 12Q: 3 clusters Score -571835.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -571849.750000 Penalty: 4101.672363
	Iteration 13Q: 3 clusters Score -571849.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -571861.375000 Penalty: 4101.672363
	Iteration 14Q: 3 clusters Score -571861.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -571868.375000 Penalty: 4101.672363
	Iteration 15Q: 3 clusters Score -571868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -571874.437500 Penalty: 4101.672363
	Iteration 16Q: 3 clusters Score -571874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -571879.500000 Penalty: 4101.672363
	Iteration 17Q: 3 clusters Score -571879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -571879.625000 Penalty: 4101.672363
	Iteration 18Q: 3 clusters Score -571879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -571879.125000 Penalty: 4101.672363
	Iteration 19Q: 3 clusters Score -571879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -571880.000000 Penalty: 4101.672363
	Iteration 20F: 3 clusters Score -571880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 102971 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 20775 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13351 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 104109 members 
Mstep: Class 29 contains 134507 members 
Mstep: Class 30 contains 26057 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 15032 members 
Mstep: Class 35 contains 3047 members 
Entering Unmasked Estep 
Score: -86723032.000000 Penalty: 114959.039062
Splitting cluster 18 changes total score from -86724360.000000 to -86723032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (17420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Entering Unmasked Estep 
Score: -2697078.000000 Penalty: 2421.812744
	Iteration 0F: 2 clusters Score -2697078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2684693.250000 Penalty: 4843.625488
	Iteration 0F: 3 clusters Score -2684693 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2688848.500000 Penalty: 4843.625488
	Iteration 1F: 3 clusters Score -2688848 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2689317.500000 Penalty: 4843.625488
	Iteration 2F: 3 clusters Score -2689318 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2689768.750000 Penalty: 4843.625488
	Iteration 3F: 3 clusters Score -2689769 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2690281.750000 Penalty: 4843.625488
	Iteration 4F: 3 clusters Score -2690282 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2690851.750000 Penalty: 4843.625488
	Iteration 5F: 3 clusters Score -2690852 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2691430.000000 Penalty: 4843.625488
	Iteration 6F: 3 clusters Score -2691430 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2692087.000000 Penalty: 4843.625488
	Iteration 7F: 3 clusters Score -2692087 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -2692775.500000 Penalty: 4843.625488
	Iteration 8F: 3 clusters Score -2692776 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2693482.500000 Penalty: 4843.625488
	Iteration 9F: 3 clusters Score -2693482 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2694106.000000 Penalty: 4843.625488
	Iteration 10Q: 3 clusters Score -2694106 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2694539.250000 Penalty: 4843.625488
	Iteration 11Q: 3 clusters Score -2694539 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2694842.750000 Penalty: 4843.625488
	Iteration 12Q: 3 clusters Score -2694843 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2695176.250000 Penalty: 4843.625488
	Iteration 13Q: 3 clusters Score -2695176 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2695450.750000 Penalty: 4843.625488
	Iteration 14Q: 3 clusters Score -2695451 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2695702.000000 Penalty: 4843.625488
	Iteration 15Q: 3 clusters Score -2695702 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2695872.500000 Penalty: 4843.625488
	Iteration 16Q: 3 clusters Score -2695872 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2695981.250000 Penalty: 4843.625488
	Iteration 17Q: 3 clusters Score -2695981 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2696073.000000 Penalty: 4843.625488
	Iteration 18Q: 3 clusters Score -2696073 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2696131.500000 Penalty: 4843.625488
	Iteration 19Q: 3 clusters Score -2696132 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2696185.500000 Penalty: 4843.625488
	Iteration 20F: 3 clusters Score -2696186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2696219.000000 Penalty: 4843.625488
	Iteration 21Q: 3 clusters Score -2696219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2696252.750000 Penalty: 4843.625488
	Iteration 22Q: 3 clusters Score -2696253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2696271.500000 Penalty: 4843.625488
	Iteration 23Q: 3 clusters Score -2696272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2696284.000000 Penalty: 4843.625488
	Iteration 24Q: 3 clusters Score -2696284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2696287.000000 Penalty: 4843.625488
	Iteration 25Q: 3 clusters Score -2696287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2696292.000000 Penalty: 4843.625488
	Iteration 26Q: 3 clusters Score -2696292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2696295.000000 Penalty: 4843.625488
	Iteration 27Q: 3 clusters Score -2696295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2696301.000000 Penalty: 4843.625488
	Iteration 28Q: 3 clusters Score -2696301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2696301.000000 Penalty: 4843.625488
	Iteration 29Q: 3 clusters Score -2696301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2696312.500000 Penalty: 4843.625488
	Iteration 30Q: 3 clusters Score -2696312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2696324.250000 Penalty: 4843.625488
	Iteration 31Q: 3 clusters Score -2696324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2696325.250000 Penalty: 4843.625488
	Iteration 32Q: 3 clusters Score -2696325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2696327.750000 Penalty: 4843.625488
	Iteration 33Q: 3 clusters Score -2696328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2696335.500000 Penalty: 4843.625488
	Iteration 34Q: 3 clusters Score -2696336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2696346.750000 Penalty: 4843.625488
	Iteration 35Q: 3 clusters Score -2696347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2696347.000000 Penalty: 4843.625488
	Iteration 36Q: 3 clusters Score -2696347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2696353.750000 Penalty: 4843.625488
	Iteration 37Q: 3 clusters Score -2696354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2696355.750000 Penalty: 4843.625488
	Iteration 38Q: 3 clusters Score -2696356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2696361.000000 Penalty: 4843.625488
	Iteration 39Q: 3 clusters Score -2696361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2696363.000000 Penalty: 4843.625488
	Iteration 40F: 3 clusters Score -2696363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2696362.500000 Penalty: 4843.625488
	Iteration 41Q: 3 clusters Score -2696362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2696362.250000 Penalty: 4843.625488
	Iteration 42Q: 3 clusters Score -2696362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2696364.500000 Penalty: 4843.625488
	Iteration 43Q: 3 clusters Score -2696364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2696364.750000 Penalty: 4843.625488
	Iteration 44Q: 3 clusters Score -2696365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2696367.750000 Penalty: 4843.625488
	Iteration 45Q: 3 clusters Score -2696368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2696368.000000 Penalty: 4843.625488
	Iteration 46Q: 3 clusters Score -2696368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2696370.500000 Penalty: 4843.625488
	Iteration 47Q: 3 clusters Score -2696370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2696369.500000 Penalty: 4843.625488
	Iteration 48Q: 3 clusters Score -2696370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2696370.250000 Penalty: 4843.625488
	Iteration 49Q: 3 clusters Score -2696370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2696373.000000 Penalty: 4843.625488
	Iteration 50Q: 3 clusters Score -2696373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2696373.000000 Penalty: 4843.625488
	Iteration 51F: 3 clusters Score -2696373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -40253.796875 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -40253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39123.597656 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -39123.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39626.019531 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -39626.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39970.277344 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -39970.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40155.839844 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -40155.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40374.664062 Penalty: 2934.436279
	Iteration 4Q: 3 clusters Score -40374.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40515.859375 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -40515.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40613.843750 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -40613.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40709.324219 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -40709.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40785.996094 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -40786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40785.996094 Penalty: 2934.436279
	Iteration 9F: 3 clusters Score -40786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 102971 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 20775 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 170 members 
Mstep: Class 21 contains 13351 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 104109 members 
Mstep: Class 29 contains 134507 members 
Mstep: Class 30 contains 26057 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 15032 members 
Mstep: Class 35 contains 201 members 
Entering Unmasked Estep 
Score: -86722984.000000 Penalty: 114959.039062
Splitting cluster 20 changes total score from -86724360.000000 to -86722984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (13351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Entering Unmasked Estep 
Score: -2051232.125000 Penalty: 2355.837891
	Iteration 0F: 2 clusters Score -2051232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2041471.750000 Penalty: 4711.675781
	Iteration 0F: 3 clusters Score -2041472 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2044814.125000 Penalty: 4711.675781
	Iteration 1F: 3 clusters Score -2044814 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2045475.125000 Penalty: 4711.675781
	Iteration 2F: 3 clusters Score -2045475 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2046183.875000 Penalty: 4711.675781
	Iteration 3F: 3 clusters Score -2046184 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2047067.125000 Penalty: 4711.675781
	Iteration 4F: 3 clusters Score -2047067 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2048042.125000 Penalty: 4711.675781
	Iteration 5F: 3 clusters Score -2048042 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2048913.750000 Penalty: 4711.675781
	Iteration 6F: 3 clusters Score -2048914 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2049473.375000 Penalty: 4711.675781
	Iteration 7F: 3 clusters Score -2049473 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2049770.250000 Penalty: 4711.675781
	Iteration 8Q: 3 clusters Score -2049770 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2049970.250000 Penalty: 4711.675781
	Iteration 9Q: 3 clusters Score -2049970 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2050088.125000 Penalty: 4711.675781
	Iteration 10Q: 3 clusters Score -2050088 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2050169.000000 Penalty: 4711.675781
	Iteration 11Q: 3 clusters Score -2050169 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2050229.250000 Penalty: 4711.675781
	Iteration 12Q: 3 clusters Score -2050229 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2050281.125000 Penalty: 4711.675781
	Iteration 13Q: 3 clusters Score -2050281 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2050318.375000 Penalty: 4711.675781
	Iteration 14Q: 3 clusters Score -2050318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2050352.750000 Penalty: 4711.675781
	Iteration 15Q: 3 clusters Score -2050353 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2050377.875000 Penalty: 4711.675781
	Iteration 16Q: 3 clusters Score -2050378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2050400.125000 Penalty: 4711.675781
	Iteration 17Q: 3 clusters Score -2050400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2050408.125000 Penalty: 4711.675781
	Iteration 18Q: 3 clusters Score -2050408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2050421.000000 Penalty: 4711.675781
	Iteration 19Q: 3 clusters Score -2050421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2050428.000000 Penalty: 4711.675781
	Iteration 20F: 3 clusters Score -2050428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2050432.375000 Penalty: 4711.675781
	Iteration 21Q: 3 clusters Score -2050432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2050441.375000 Penalty: 4711.675781
	Iteration 22Q: 3 clusters Score -2050441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2050448.125000 Penalty: 4711.675781
	Iteration 23Q: 3 clusters Score -2050448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2050449.500000 Penalty: 4711.675781
	Iteration 24Q: 3 clusters Score -2050450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2050456.250000 Penalty: 4711.675781
	Iteration 25Q: 3 clusters Score -2050456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2050457.250000 Penalty: 4711.675781
	Iteration 26Q: 3 clusters Score -2050457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2050464.000000 Penalty: 4711.675781
	Iteration 27Q: 3 clusters Score -2050464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2050471.875000 Penalty: 4711.675781
	Iteration 28Q: 3 clusters Score -2050472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2050482.000000 Penalty: 4711.675781
	Iteration 29Q: 3 clusters Score -2050482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2050484.250000 Penalty: 4711.675781
	Iteration 30Q: 3 clusters Score -2050484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2050492.000000 Penalty: 4711.675781
	Iteration 31Q: 3 clusters Score -2050492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2050501.875000 Penalty: 4711.675781
	Iteration 32Q: 3 clusters Score -2050502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2050505.000000 Penalty: 4711.675781
	Iteration 33Q: 3 clusters Score -2050505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2050508.250000 Penalty: 4711.675781
	Iteration 34Q: 3 clusters Score -2050508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2050509.125000 Penalty: 4711.675781
	Iteration 35Q: 3 clusters Score -2050509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2050514.250000 Penalty: 4711.675781
	Iteration 36Q: 3 clusters Score -2050514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2050513.500000 Penalty: 4711.675781
	Iteration 37Q: 3 clusters Score -2050514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2050517.250000 Penalty: 4711.675781
	Iteration 38Q: 3 clusters Score -2050517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2050523.625000 Penalty: 4711.675781
	Iteration 39Q: 3 clusters Score -2050524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2050530.250000 Penalty: 4711.675781
	Iteration 40F: 3 clusters Score -2050530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2050533.125000 Penalty: 4711.675781
	Iteration 41Q: 3 clusters Score -2050533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2050538.375000 Penalty: 4711.675781
	Iteration 42Q: 3 clusters Score -2050538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2050539.000000 Penalty: 4711.675781
	Iteration 43Q: 3 clusters Score -2050539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2050541.500000 Penalty: 4711.675781
	Iteration 44Q: 3 clusters Score -2050542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2050547.500000 Penalty: 4711.675781
	Iteration 45Q: 3 clusters Score -2050548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2050545.500000 Penalty: 4711.675781
	Iteration 46Q: 3 clusters Score -2050546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2050550.000000 Penalty: 4711.675781
	Iteration 47Q: 3 clusters Score -2050550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2050549.375000 Penalty: 4711.675781
	Iteration 48Q: 3 clusters Score -2050549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2050550.250000 Penalty: 4711.675781
	Iteration 49Q: 3 clusters Score -2050550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2050552.500000 Penalty: 4711.675781
	Iteration 50Q: 3 clusters Score -2050552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2050549.500000 Penalty: 4711.675781
	Iteration 51Q: 3 clusters Score -2050550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2050551.625000 Penalty: 4711.675781
	Iteration 52Q: 3 clusters Score -2050552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2050551.625000 Penalty: 4711.675781
	Iteration 53F: 3 clusters Score -2050552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Entering Unmasked Estep 
Score: -1038166.437500 Penalty: 2179.948975
	Iteration 0F: 2 clusters Score -1038166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1032612.562500 Penalty: 4359.897949
	Iteration 0F: 3 clusters Score -1032613 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1033985.187500 Penalty: 4359.897949
	Iteration 1F: 3 clusters Score -1033985 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1034268.937500 Penalty: 4359.897949
	Iteration 2F: 3 clusters Score -1034269 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1034464.812500 Penalty: 4359.897949
	Iteration 3F: 3 clusters Score -1034465 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1034619.562500 Penalty: 4359.897949
	Iteration 4Q: 3 clusters Score -1034620 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1034758.562500 Penalty: 4359.897949
	Iteration 5Q: 3 clusters Score -1034759 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1034902.625000 Penalty: 4359.897949
	Iteration 6Q: 3 clusters Score -1034903 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1035041.437500 Penalty: 4359.897949
	Iteration 7Q: 3 clusters Score -1035041 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1035172.875000 Penalty: 4359.897949
	Iteration 8Q: 3 clusters Score -1035173 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1035306.562500 Penalty: 4359.897949
	Iteration 9Q: 3 clusters Score -1035307 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1035445.187500 Penalty: 4359.897949
	Iteration 10Q: 3 clusters Score -1035445 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1035583.687500 Penalty: 4359.897949
	Iteration 11Q: 3 clusters Score -1035584 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1035728.750000 Penalty: 4359.897949
	Iteration 12Q: 3 clusters Score -1035729 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1035891.312500 Penalty: 4359.897949
	Iteration 13Q: 3 clusters Score -1035891 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1036020.250000 Penalty: 4359.897949
	Iteration 14Q: 3 clusters Score -1036020 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1036147.687500 Penalty: 4359.897949
	Iteration 15Q: 3 clusters Score -1036148 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1036269.500000 Penalty: 4359.897949
	Iteration 16Q: 3 clusters Score -1036270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1036369.500000 Penalty: 4359.897949
	Iteration 17Q: 3 clusters Score -1036370 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1036441.187500 Penalty: 4359.897949
	Iteration 18Q: 3 clusters Score -1036441 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1036500.937500 Penalty: 4359.897949
	Iteration 19Q: 3 clusters Score -1036501 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1036558.500000 Penalty: 4359.897949
	Iteration 20F: 3 clusters Score -1036558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1036591.562500 Penalty: 4359.897949
	Iteration 21Q: 3 clusters Score -1036592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1036613.812500 Penalty: 4359.897949
	Iteration 22Q: 3 clusters Score -1036614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1036636.312500 Penalty: 4359.897949
	Iteration 23Q: 3 clusters Score -1036636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1036656.687500 Penalty: 4359.897949
	Iteration 24Q: 3 clusters Score -1036657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1036680.500000 Penalty: 4359.897949
	Iteration 25Q: 3 clusters Score -1036680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1036689.937500 Penalty: 4359.897949
	Iteration 26Q: 3 clusters Score -1036690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1036699.375000 Penalty: 4359.897949
	Iteration 27Q: 3 clusters Score -1036699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1036706.250000 Penalty: 4359.897949
	Iteration 28Q: 3 clusters Score -1036706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1036707.062500 Penalty: 4359.897949
	Iteration 29Q: 3 clusters Score -1036707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1036710.125000 Penalty: 4359.897949
	Iteration 30Q: 3 clusters Score -1036710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1036710.687500 Penalty: 4359.897949
	Iteration 31Q: 3 clusters Score -1036711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1036711.125000 Penalty: 4359.897949
	Iteration 32Q: 3 clusters Score -1036711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1036712.000000 Penalty: 4359.897949
	Iteration 33Q: 3 clusters Score -1036712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1036712.000000 Penalty: 4359.897949
	Iteration 34F: 3 clusters Score -1036712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -193947.828125 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -193947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -191776.703125 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -191776.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -192842.062500 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -192842.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -193381.921875 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -193381.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193953.093750 Penalty: 3605.729736
	Iteration 3F: 3 clusters Score -193953.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -194599.062500 Penalty: 3605.729736
	Iteration 4F: 3 clusters Score -194599.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195047.562500 Penalty: 3605.729736
	Iteration 5F: 3 clusters Score -195047.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -195362.937500 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -195362.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -195610.359375 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -195610.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -195756.203125 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -195756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -195763.531250 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -195763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -195763.531250 Penalty: 3605.729736
	Iteration 10F: 3 clusters Score -195763.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 102971 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 20775 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13351 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 104109 members 
Mstep: Class 29 contains 134507 members 
Mstep: Class 30 contains 26057 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 15032 members 
Mstep: Class 35 contains 837 members 
Entering Unmasked Estep 
Score: -86724472.000000 Penalty: 114959.039062
Splitting cluster 23 changes total score from -86724360.000000 to -86724472.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (8631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Entering Unmasked Estep 
Score: -1297040.000000 Penalty: 2247.652832
	Iteration 0F: 2 clusters Score -1297040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1290226.875000 Penalty: 4495.305664
	Iteration 0F: 3 clusters Score -1290227 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1292147.750000 Penalty: 4495.305664
	Iteration 1F: 3 clusters Score -1292148 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1292487.125000 Penalty: 4495.305664
	Iteration 2F: 3 clusters Score -1292487 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1292709.875000 Penalty: 4495.305664
	Iteration 3F: 3 clusters Score -1292710 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1292871.125000 Penalty: 4495.305664
	Iteration 4Q: 3 clusters Score -1292871 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1292997.875000 Penalty: 4495.305664
	Iteration 5Q: 3 clusters Score -1292998 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1293116.125000 Penalty: 4495.305664
	Iteration 6Q: 3 clusters Score -1293116 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1293217.625000 Penalty: 4495.305664
	Iteration 7Q: 3 clusters Score -1293218 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1293318.125000 Penalty: 4495.305664
	Iteration 8Q: 3 clusters Score -1293318 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1293427.500000 Penalty: 4495.305664
	Iteration 9Q: 3 clusters Score -1293428 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1293522.125000 Penalty: 4495.305664
	Iteration 10Q: 3 clusters Score -1293522 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1293594.750000 Penalty: 4495.305664
	Iteration 11Q: 3 clusters Score -1293595 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1293652.125000 Penalty: 4495.305664
	Iteration 12Q: 3 clusters Score -1293652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1293716.000000 Penalty: 4495.305664
	Iteration 13Q: 3 clusters Score -1293716 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1293787.875000 Penalty: 4495.305664
	Iteration 14Q: 3 clusters Score -1293788 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1293853.125000 Penalty: 4495.305664
	Iteration 15Q: 3 clusters Score -1293853 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1293925.125000 Penalty: 4495.305664
	Iteration 16Q: 3 clusters Score -1293925 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1293988.250000 Penalty: 4495.305664
	Iteration 17Q: 3 clusters Score -1293988 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1294046.500000 Penalty: 4495.305664
	Iteration 18Q: 3 clusters Score -1294046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1294095.750000 Penalty: 4495.305664
	Iteration 19Q: 3 clusters Score -1294096 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1294147.750000 Penalty: 4495.305664
	Iteration 20F: 3 clusters Score -1294148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1294200.250000 Penalty: 4495.305664
	Iteration 21Q: 3 clusters Score -1294200 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1294248.375000 Penalty: 4495.305664
	Iteration 22Q: 3 clusters Score -1294248 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1294295.375000 Penalty: 4495.305664
	Iteration 23Q: 3 clusters Score -1294295 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1294358.250000 Penalty: 4495.305664
	Iteration 24Q: 3 clusters Score -1294358 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1294433.125000 Penalty: 4495.305664
	Iteration 25Q: 3 clusters Score -1294433 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1294517.500000 Penalty: 4495.305664
	Iteration 26Q: 3 clusters Score -1294518 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1294620.125000 Penalty: 4495.305664
	Iteration 27Q: 3 clusters Score -1294620 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1294730.375000 Penalty: 4495.305664
	Iteration 28Q: 3 clusters Score -1294730 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1294819.125000 Penalty: 4495.305664
	Iteration 29Q: 3 clusters Score -1294819 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1294904.250000 Penalty: 4495.305664
	Iteration 30Q: 3 clusters Score -1294904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1294994.625000 Penalty: 4495.305664
	Iteration 31Q: 3 clusters Score -1294995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1295065.625000 Penalty: 4495.305664
	Iteration 32Q: 3 clusters Score -1295066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1295105.875000 Penalty: 4495.305664
	Iteration 33Q: 3 clusters Score -1295106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1295143.250000 Penalty: 4495.305664
	Iteration 34Q: 3 clusters Score -1295143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1295176.750000 Penalty: 4495.305664
	Iteration 35Q: 3 clusters Score -1295177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1295204.500000 Penalty: 4495.305664
	Iteration 36Q: 3 clusters Score -1295204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1295225.125000 Penalty: 4495.305664
	Iteration 37Q: 3 clusters Score -1295225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1295238.500000 Penalty: 4495.305664
	Iteration 38Q: 3 clusters Score -1295238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1295258.375000 Penalty: 4495.305664
	Iteration 39Q: 3 clusters Score -1295258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1295270.125000 Penalty: 4495.305664
	Iteration 40F: 3 clusters Score -1295270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1295280.000000 Penalty: 4495.305664
	Iteration 41Q: 3 clusters Score -1295280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1295289.750000 Penalty: 4495.305664
	Iteration 42Q: 3 clusters Score -1295290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1295290.875000 Penalty: 4495.305664
	Iteration 43Q: 3 clusters Score -1295291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1295298.000000 Penalty: 4495.305664
	Iteration 44Q: 3 clusters Score -1295298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1295302.125000 Penalty: 4495.305664
	Iteration 45Q: 3 clusters Score -1295302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1295308.500000 Penalty: 4495.305664
	Iteration 46Q: 3 clusters Score -1295308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1295315.000000 Penalty: 4495.305664
	Iteration 47Q: 3 clusters Score -1295315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1295318.125000 Penalty: 4495.305664
	Iteration 48Q: 3 clusters Score -1295318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1295319.500000 Penalty: 4495.305664
	Iteration 49Q: 3 clusters Score -1295320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1295320.625000 Penalty: 4495.305664
	Iteration 50Q: 3 clusters Score -1295321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1295320.625000 Penalty: 4495.305664
	Iteration 51Q: 3 clusters Score -1295321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1295322.125000 Penalty: 4495.305664
	Iteration 52Q: 3 clusters Score -1295322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1295320.625000 Penalty: 4495.305664
	Iteration 53Q: 3 clusters Score -1295321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1295321.625000 Penalty: 4495.305664
	Iteration 54Q: 3 clusters Score -1295322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1295325.500000 Penalty: 4495.305664
	Iteration 55Q: 3 clusters Score -1295326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1295325.500000 Penalty: 4495.305664
	Iteration 56F: 3 clusters Score -1295326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -306314.843750 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -306314.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -303779.875000 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -303779.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -304171.593750 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -304171.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -304275.968750 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -304276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -304319.750000 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -304319.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -304342.718750 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -304342.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -304353.843750 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -304353.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -304362.000000 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -304362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -304369.125000 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -304369.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -304377.437500 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -304377.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -304381.875000 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -304381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -304388.031250 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -304388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -304395.687500 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -304395.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -304402.781250 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -304402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -304406.812500 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -304406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -304410.000000 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -304410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -304411.343750 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -304411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -304412.687500 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -304412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -304415.187500 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -304415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -304418.781250 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -304418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -304421.062500 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -304421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -304426.718750 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -304426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -304432.718750 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -304432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -304437.906250 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -304437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -304445.406250 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -304445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -304452.281250 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -304452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -304454.500000 Penalty: 3753.916260
	Iteration 25Q: 3 clusters Score -304454.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -304456.906250 Penalty: 3753.916260
	Iteration 26Q: 3 clusters Score -304456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -304458.906250 Penalty: 3753.916260
	Iteration 27Q: 3 clusters Score -304458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -304459.812500 Penalty: 3753.916260
	Iteration 28Q: 3 clusters Score -304459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -304461.406250 Penalty: 3753.916260
	Iteration 29Q: 3 clusters Score -304461.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -304463.750000 Penalty: 3753.916260
	Iteration 30Q: 3 clusters Score -304463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -304465.750000 Penalty: 3753.916260
	Iteration 31Q: 3 clusters Score -304465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -304467.531250 Penalty: 3753.916260
	Iteration 32Q: 3 clusters Score -304467.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -304468.937500 Penalty: 3753.916260
	Iteration 33Q: 3 clusters Score -304468.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -304468.937500 Penalty: 3753.916260
	Iteration 34F: 3 clusters Score -304468.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -278217.656250 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -278217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -275663.125000 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -275663.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -276092.500000 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -276092.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -276229.593750 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -276229.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -276286.468750 Penalty: 3735.915771
	Iteration 3Q: 3 clusters Score -276286.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -276315.218750 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -276315.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -276340.750000 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -276340.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -276360.156250 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -276360.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -276376.656250 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -276376.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -276390.125000 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -276390.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -276402.187500 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -276402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -276409.656250 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -276409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276412.843750 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -276412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -276416.218750 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -276416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -276417.250000 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -276417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -276420.968750 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -276421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -276424.968750 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -276425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -276431.968750 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -276432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -276436.000000 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -276436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -276439.125000 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -276439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -276444.781250 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -276444.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -276450.843750 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -276450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -276453.906250 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -276453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -276456.718750 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -276456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -276460.468750 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -276460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -276463.656250 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -276463.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -276466.468750 Penalty: 3735.915771
	Iteration 25Q: 3 clusters Score -276466.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -276472.093750 Penalty: 3735.915771
	Iteration 26Q: 3 clusters Score -276472.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -276477.437500 Penalty: 3735.915771
	Iteration 27Q: 3 clusters Score -276477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -276486.875000 Penalty: 3735.915771
	Iteration 28Q: 3 clusters Score -276486.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -276501.062500 Penalty: 3735.915771
	Iteration 29Q: 3 clusters Score -276501.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -276513.843750 Penalty: 3735.915771
	Iteration 30Q: 3 clusters Score -276513.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276526.406250 Penalty: 3735.915771
	Iteration 31Q: 3 clusters Score -276526.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -276535.312500 Penalty: 3735.915771
	Iteration 32Q: 3 clusters Score -276535.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -276544.000000 Penalty: 3735.915771
	Iteration 33Q: 3 clusters Score -276544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276549.937500 Penalty: 3735.915771
	Iteration 34Q: 3 clusters Score -276549.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -276562.875000 Penalty: 3735.915771
	Iteration 35Q: 3 clusters Score -276562.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -276576.562500 Penalty: 3735.915771
	Iteration 36Q: 3 clusters Score -276576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -276593.687500 Penalty: 3735.915771
	Iteration 37Q: 3 clusters Score -276593.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -276607.906250 Penalty: 3735.915771
	Iteration 38Q: 3 clusters Score -276607.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -276617.625000 Penalty: 3735.915771
	Iteration 39Q: 3 clusters Score -276617.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -276623.156250 Penalty: 3735.915771
	Iteration 40F: 3 clusters Score -276623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -276625.125000 Penalty: 3735.915771
	Iteration 41Q: 3 clusters Score -276625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -276626.656250 Penalty: 3735.915771
	Iteration 42Q: 3 clusters Score -276626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -276628.218750 Penalty: 3735.915771
	Iteration 43Q: 3 clusters Score -276628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -276629.343750 Penalty: 3735.915771
	Iteration 44Q: 3 clusters Score -276629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -276629.343750 Penalty: 3735.915771
	Iteration 45F: 3 clusters Score -276629.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -385988.562500 Penalty: 1935.251831
	Iteration 0F: 2 clusters Score -385988.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -383042.000000 Penalty: 3870.503662
	Iteration 0F: 3 clusters Score -383042 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -383617.125000 Penalty: 3870.503662
	Iteration 1F: 3 clusters Score -383617.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -383784.500000 Penalty: 3870.503662
	Iteration 2F: 3 clusters Score -383784.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -383853.468750 Penalty: 3870.503662
	Iteration 3Q: 3 clusters Score -383853.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -383895.718750 Penalty: 3870.503662
	Iteration 4Q: 3 clusters Score -383895.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -383930.500000 Penalty: 3870.503662
	Iteration 5Q: 3 clusters Score -383930.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -383973.281250 Penalty: 3870.503662
	Iteration 6Q: 3 clusters Score -383973.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -384001.250000 Penalty: 3870.503662
	Iteration 7Q: 3 clusters Score -384001.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -384026.187500 Penalty: 3870.503662
	Iteration 8Q: 3 clusters Score -384026.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -384046.687500 Penalty: 3870.503662
	Iteration 9Q: 3 clusters Score -384046.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -384067.375000 Penalty: 3870.503662
	Iteration 10Q: 3 clusters Score -384067.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -384086.156250 Penalty: 3870.503662
	Iteration 11Q: 3 clusters Score -384086.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -384099.031250 Penalty: 3870.503662
	Iteration 12Q: 3 clusters Score -384099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -384112.343750 Penalty: 3870.503662
	Iteration 13Q: 3 clusters Score -384112.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -384122.750000 Penalty: 3870.503662
	Iteration 14Q: 3 clusters Score -384122.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -384131.343750 Penalty: 3870.503662
	Iteration 15Q: 3 clusters Score -384131.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -384139.906250 Penalty: 3870.503662
	Iteration 16Q: 3 clusters Score -384139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -384148.468750 Penalty: 3870.503662
	Iteration 17Q: 3 clusters Score -384148.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -384151.875000 Penalty: 3870.503662
	Iteration 18Q: 3 clusters Score -384151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -384154.968750 Penalty: 3870.503662
	Iteration 19Q: 3 clusters Score -384155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -384156.500000 Penalty: 3870.503662
	Iteration 20F: 3 clusters Score -384156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -384156.843750 Penalty: 3870.503662
	Iteration 21Q: 3 clusters Score -384156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -384157.218750 Penalty: 3870.503662
	Iteration 22Q: 3 clusters Score -384157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -384157.875000 Penalty: 3870.503662
	Iteration 23Q: 3 clusters Score -384157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -384158.718750 Penalty: 3870.503662
	Iteration 24Q: 3 clusters Score -384158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -384160.437500 Penalty: 3870.503662
	Iteration 25Q: 3 clusters Score -384160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -384160.781250 Penalty: 3870.503662
	Iteration 26Q: 3 clusters Score -384160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -384164.593750 Penalty: 3870.503662
	Iteration 27Q: 3 clusters Score -384164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -384167.312500 Penalty: 3870.503662
	Iteration 28Q: 3 clusters Score -384167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -384169.937500 Penalty: 3870.503662
	Iteration 29Q: 3 clusters Score -384169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -384172.937500 Penalty: 3870.503662
	Iteration 30Q: 3 clusters Score -384172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -384174.562500 Penalty: 3870.503662
	Iteration 31Q: 3 clusters Score -384174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -384177.968750 Penalty: 3870.503662
	Iteration 32Q: 3 clusters Score -384178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -384182.750000 Penalty: 3870.503662
	Iteration 33Q: 3 clusters Score -384182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -384186.656250 Penalty: 3870.503662
	Iteration 34Q: 3 clusters Score -384186.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -384191.531250 Penalty: 3870.503662
	Iteration 35Q: 3 clusters Score -384191.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -384194.968750 Penalty: 3870.503662
	Iteration 36Q: 3 clusters Score -384195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -384197.218750 Penalty: 3870.503662
	Iteration 37Q: 3 clusters Score -384197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -384199.718750 Penalty: 3870.503662
	Iteration 38Q: 3 clusters Score -384199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -384199.312500 Penalty: 3870.503662
	Iteration 39Q: 3 clusters Score -384199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -384200.531250 Penalty: 3870.503662
	Iteration 40F: 3 clusters Score -384200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -384201.562500 Penalty: 3870.503662
	Iteration 41Q: 3 clusters Score -384201.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -384203.812500 Penalty: 3870.503662
	Iteration 42Q: 3 clusters Score -384203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -384210.531250 Penalty: 3870.503662
	Iteration 43Q: 3 clusters Score -384210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -384217.187500 Penalty: 3870.503662
	Iteration 44Q: 3 clusters Score -384217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -384219.875000 Penalty: 3870.503662
	Iteration 45Q: 3 clusters Score -384219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -384222.312500 Penalty: 3870.503662
	Iteration 46Q: 3 clusters Score -384222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -384224.812500 Penalty: 3870.503662
	Iteration 47Q: 3 clusters Score -384224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -384228.468750 Penalty: 3870.503662
	Iteration 48Q: 3 clusters Score -384228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -384230.125000 Penalty: 3870.503662
	Iteration 49Q: 3 clusters Score -384230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -384233.125000 Penalty: 3870.503662
	Iteration 50Q: 3 clusters Score -384233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -384234.656250 Penalty: 3870.503662
	Iteration 51Q: 3 clusters Score -384234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -384236.718750 Penalty: 3870.503662
	Iteration 52Q: 3 clusters Score -384236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -384238.187500 Penalty: 3870.503662
	Iteration 53Q: 3 clusters Score -384238.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -384241.781250 Penalty: 3870.503662
	Iteration 54Q: 3 clusters Score -384241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -384244.531250 Penalty: 3870.503662
	Iteration 55Q: 3 clusters Score -384244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -384247.906250 Penalty: 3870.503662
	Iteration 56Q: 3 clusters Score -384247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -384254.156250 Penalty: 3870.503662
	Iteration 57Q: 3 clusters Score -384254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -384258.687500 Penalty: 3870.503662
	Iteration 58Q: 3 clusters Score -384258.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -384264.906250 Penalty: 3870.503662
	Iteration 59Q: 3 clusters Score -384264.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -384269.343750 Penalty: 3870.503662
	Iteration 60F: 3 clusters Score -384269.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -384276.500000 Penalty: 3870.503662
	Iteration 61Q: 3 clusters Score -384276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -384279.468750 Penalty: 3870.503662
	Iteration 62Q: 3 clusters Score -384279.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -384281.281250 Penalty: 3870.503662
	Iteration 63Q: 3 clusters Score -384281.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -384281.750000 Penalty: 3870.503662
	Iteration 64Q: 3 clusters Score -384281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -384282.562500 Penalty: 3870.503662
	Iteration 65Q: 3 clusters Score -384282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -384284.000000 Penalty: 3870.503662
	Iteration 66Q: 3 clusters Score -384284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -384287.937500 Penalty: 3870.503662
	Iteration 67Q: 3 clusters Score -384287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -384289.906250 Penalty: 3870.503662
	Iteration 68Q: 3 clusters Score -384289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -384294.468750 Penalty: 3870.503662
	Iteration 69Q: 3 clusters Score -384294.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -384296.125000 Penalty: 3870.503662
	Iteration 70Q: 3 clusters Score -384296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -384298.812500 Penalty: 3870.503662
	Iteration 71Q: 3 clusters Score -384298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -384301.968750 Penalty: 3870.503662
	Iteration 72Q: 3 clusters Score -384302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -384305.281250 Penalty: 3870.503662
	Iteration 73Q: 3 clusters Score -384305.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -384307.781250 Penalty: 3870.503662
	Iteration 74Q: 3 clusters Score -384307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -384313.687500 Penalty: 3870.503662
	Iteration 75Q: 3 clusters Score -384313.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -384317.656250 Penalty: 3870.503662
	Iteration 76Q: 3 clusters Score -384317.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -384318.625000 Penalty: 3870.503662
	Iteration 77Q: 3 clusters Score -384318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -384320.531250 Penalty: 3870.503662
	Iteration 78Q: 3 clusters Score -384320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -384321.906250 Penalty: 3870.503662
	Iteration 79Q: 3 clusters Score -384321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -384324.750000 Penalty: 3870.503662
	Iteration 80F: 3 clusters Score -384324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -384327.531250 Penalty: 3870.503662
	Iteration 81Q: 3 clusters Score -384327.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -384330.343750 Penalty: 3870.503662
	Iteration 82Q: 3 clusters Score -384330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -384330.781250 Penalty: 3870.503662
	Iteration 83Q: 3 clusters Score -384330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -384334.000000 Penalty: 3870.503662
	Iteration 84Q: 3 clusters Score -384334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -384335.937500 Penalty: 3870.503662
	Iteration 85Q: 3 clusters Score -384335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -384339.125000 Penalty: 3870.503662
	Iteration 86Q: 3 clusters Score -384339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -384341.187500 Penalty: 3870.503662
	Iteration 87Q: 3 clusters Score -384341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -384341.187500 Penalty: 3870.503662
	Iteration 88F: 3 clusters Score -384341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (104109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Entering Unmasked Estep 
Score: -16436887.000000 Penalty: 2865.192139
	Iteration 0F: 2 clusters Score -1.643689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -16368865.000000 Penalty: 5730.384277
	Iteration 0F: 3 clusters Score -1.636886e+07 nChanged 49145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -16396789.000000 Penalty: 5730.384277
	Iteration 1F: 3 clusters Score -1.639679e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -16397682.000000 Penalty: 5730.384277
	Iteration 2Q: 3 clusters Score -1.639768e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -16398903.000000 Penalty: 5730.384277
	Iteration 3Q: 3 clusters Score -1.63989e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 61584 members 
Entering Unmasked Estep 
Score: -16400742.000000 Penalty: 5730.384277
	Iteration 4Q: 3 clusters Score -1.640074e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -16403510.000000 Penalty: 5730.384277
	Iteration 5F: 3 clusters Score -1.640351e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
Score: -16408154.000000 Penalty: 5730.384277
	Iteration 6F: 3 clusters Score -1.640815e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -16414765.000000 Penalty: 5730.384277
	Iteration 7F: 3 clusters Score -1.641476e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -16422056.000000 Penalty: 5730.384277
	Iteration 8F: 3 clusters Score -1.642206e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 95278 members 
Entering Unmasked Estep 
Score: -16427913.000000 Penalty: 5730.384277
	Iteration 9F: 3 clusters Score -1.642791e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 99449 members 
Entering Unmasked Estep 
Score: -16431433.000000 Penalty: 5730.384277
	Iteration 10Q: 3 clusters Score -1.643143e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -16433039.000000 Penalty: 5730.384277
	Iteration 11Q: 3 clusters Score -1.643304e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 102823 members 
Entering Unmasked Estep 
Score: -16433706.000000 Penalty: 5730.384277
	Iteration 12Q: 3 clusters Score -1.643371e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 103306 members 
Entering Unmasked Estep 
Score: -16434061.000000 Penalty: 5730.384277
	Iteration 13Q: 3 clusters Score -1.643406e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -16434233.000000 Penalty: 5730.384277
	Iteration 14Q: 3 clusters Score -1.643423e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 103627 members 
Entering Unmasked Estep 
Score: -16434305.000000 Penalty: 5730.384277
	Iteration 15Q: 3 clusters Score -1.64343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 103669 members 
Entering Unmasked Estep 
Score: -16434357.000000 Penalty: 5730.384277
	Iteration 16Q: 3 clusters Score -1.643436e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -16434384.000000 Penalty: 5730.384277
	Iteration 17Q: 3 clusters Score -1.643438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -16434422.000000 Penalty: 5730.384277
	Iteration 18Q: 3 clusters Score -1.643442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 103711 members 
Entering Unmasked Estep 
Score: -16434430.000000 Penalty: 5730.384277
	Iteration 19Q: 3 clusters Score -1.643443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 103719 members 
Entering Unmasked Estep 
Score: -16434431.000000 Penalty: 5730.384277
	Iteration 20F: 3 clusters Score -1.643443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 103727 members 
Entering Unmasked Estep 
Score: -16434435.000000 Penalty: 5730.384277
	Iteration 21Q: 3 clusters Score -1.643444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -16434454.000000 Penalty: 5730.384277
	Iteration 22Q: 3 clusters Score -1.643445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -16434447.000000 Penalty: 5730.384277
	Iteration 23Q: 3 clusters Score -1.643445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -16434455.000000 Penalty: 5730.384277
	Iteration 24Q: 3 clusters Score -1.643446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -16434467.000000 Penalty: 5730.384277
	Iteration 25Q: 3 clusters Score -1.643447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -16434468.000000 Penalty: 5730.384277
	Iteration 26Q: 3 clusters Score -1.643447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -16434468.000000 Penalty: 5730.384277
	Iteration 27F: 3 clusters Score -1.643447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (134507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134507 members 
Entering Unmasked Estep 
Score: -21118446.000000 Penalty: 2928.724121
	Iteration 0F: 2 clusters Score -2.111845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67172 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
Score: -21032560.000000 Penalty: 5857.448242
	Iteration 0F: 3 clusters Score -2.103256e+07 nChanged 64116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -21069262.000000 Penalty: 5857.448242
	Iteration 1F: 3 clusters Score -2.106926e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -21069808.000000 Penalty: 5857.448242
	Iteration 2Q: 3 clusters Score -2.106981e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -21070298.000000 Penalty: 5857.448242
	Iteration 3Q: 3 clusters Score -2.10703e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -21070886.000000 Penalty: 5857.448242
	Iteration 4Q: 3 clusters Score -2.107089e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -21071454.000000 Penalty: 5857.448242
	Iteration 5Q: 3 clusters Score -2.107145e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -21072504.000000 Penalty: 5857.448242
	Iteration 6Q: 3 clusters Score -2.10725e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -21074608.000000 Penalty: 5857.448242
	Iteration 7Q: 3 clusters Score -2.107461e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 88331 members 
Entering Unmasked Estep 
Score: -21078586.000000 Penalty: 5857.448242
	Iteration 8F: 3 clusters Score -2.107859e+07 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -21085864.000000 Penalty: 5857.448242
	Iteration 9F: 3 clusters Score -2.108586e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 110619 members 
Entering Unmasked Estep 
Score: -21096728.000000 Penalty: 5857.448242
	Iteration 10F: 3 clusters Score -2.109673e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 122679 members 
Entering Unmasked Estep 
Score: -21107102.000000 Penalty: 5857.448242
	Iteration 11F: 3 clusters Score -2.11071e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 130462 members 
Entering Unmasked Estep 
Score: -21113238.000000 Penalty: 5857.448242
	Iteration 12F: 3 clusters Score -2.111324e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 133392 members 
Entering Unmasked Estep 
Score: -21115096.000000 Penalty: 5857.448242
	Iteration 13Q: 3 clusters Score -2.11151e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 134075 members 
Entering Unmasked Estep 
Score: -21115602.000000 Penalty: 5857.448242
	Iteration 14Q: 3 clusters Score -2.11156e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 134210 members 
Entering Unmasked Estep 
Score: -21115774.000000 Penalty: 5857.448242
	Iteration 15Q: 3 clusters Score -2.111577e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 134253 members 
Entering Unmasked Estep 
Score: -21115850.000000 Penalty: 5857.448242
	Iteration 16Q: 3 clusters Score -2.111585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 134264 members 
Entering Unmasked Estep 
Score: -21115904.000000 Penalty: 5857.448242
	Iteration 17Q: 3 clusters Score -2.11159e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 134266 members 
Entering Unmasked Estep 
Score: -21115918.000000 Penalty: 5857.448242
	Iteration 18Q: 3 clusters Score -2.111592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 134268 members 
Entering Unmasked Estep 
Score: -21115922.000000 Penalty: 5857.448242
	Iteration 19Q: 3 clusters Score -2.111592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -21115932.000000 Penalty: 5857.448242
	Iteration 20F: 3 clusters Score -2.111593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 134272 members 
Entering Unmasked Estep 
Score: -21115936.000000 Penalty: 5857.448242
	Iteration 21Q: 3 clusters Score -2.111594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 134272 members 
Entering Unmasked Estep 
Score: -21115962.000000 Penalty: 5857.448242
	Iteration 22Q: 3 clusters Score -2.111596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 134273 members 
Entering Unmasked Estep 
Score: -21115960.000000 Penalty: 5857.448242
	Iteration 23Q: 3 clusters Score -2.111596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 134275 members 
Entering Unmasked Estep 
Score: -21115956.000000 Penalty: 5857.448242
	Iteration 24Q: 3 clusters Score -2.111596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 134277 members 
Entering Unmasked Estep 
Score: -21115974.000000 Penalty: 5857.448242
	Iteration 25Q: 3 clusters Score -2.111597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 134278 members 
Entering Unmasked Estep 
Score: -21115978.000000 Penalty: 5857.448242
	Iteration 26Q: 3 clusters Score -2.111598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 134279 members 
Entering Unmasked Estep 
Score: -21115980.000000 Penalty: 5857.448242
	Iteration 27Q: 3 clusters Score -2.111598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 134279 members 
Entering Unmasked Estep 
Score: -21115980.000000 Penalty: 5857.448242
	Iteration 28F: 3 clusters Score -2.111598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Entering Unmasked Estep 
Score: -4126535.250000 Penalty: 2521.674561
	Iteration 0F: 2 clusters Score -4126535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4108670.500000 Penalty: 5043.349121
	Iteration 0F: 3 clusters Score -4108670 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4114926.000000 Penalty: 5043.349121
	Iteration 1F: 3 clusters Score -4114926 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4115345.500000 Penalty: 5043.349121
	Iteration 2Q: 3 clusters Score -4115346 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4115691.750000 Penalty: 5043.349121
	Iteration 3Q: 3 clusters Score -4115692 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -4116034.500000 Penalty: 5043.349121
	Iteration 4Q: 3 clusters Score -4116034 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4116468.500000 Penalty: 5043.349121
	Iteration 5Q: 3 clusters Score -4116468 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4116991.500000 Penalty: 5043.349121
	Iteration 6Q: 3 clusters Score -4116992 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4117702.250000 Penalty: 5043.349121
	Iteration 7Q: 3 clusters Score -4117702 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -4118614.750000 Penalty: 5043.349121
	Iteration 8F: 3 clusters Score -4118615 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4119697.750000 Penalty: 5043.349121
	Iteration 9F: 3 clusters Score -4119698 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4120954.250000 Penalty: 5043.349121
	Iteration 10F: 3 clusters Score -4120954 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4122114.000000 Penalty: 5043.349121
	Iteration 11F: 3 clusters Score -4122114 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4123009.000000 Penalty: 5043.349121
	Iteration 12Q: 3 clusters Score -4123009 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4123433.750000 Penalty: 5043.349121
	Iteration 13Q: 3 clusters Score -4123434 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4123674.500000 Penalty: 5043.349121
	Iteration 14Q: 3 clusters Score -4123674 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4123821.000000 Penalty: 5043.349121
	Iteration 15Q: 3 clusters Score -4123821 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4123935.000000 Penalty: 5043.349121
	Iteration 16Q: 3 clusters Score -4123935 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4124017.000000 Penalty: 5043.349121
	Iteration 17Q: 3 clusters Score -4124017 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4124073.500000 Penalty: 5043.349121
	Iteration 18Q: 3 clusters Score -4124074 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4124134.750000 Penalty: 5043.349121
	Iteration 19Q: 3 clusters Score -4124135 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4124204.000000 Penalty: 5043.349121
	Iteration 20F: 3 clusters Score -4124204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4124259.500000 Penalty: 5043.349121
	Iteration 21Q: 3 clusters Score -4124260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4124289.750000 Penalty: 5043.349121
	Iteration 22Q: 3 clusters Score -4124290 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -4124320.000000 Penalty: 5043.349121
	Iteration 23Q: 3 clusters Score -4124320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4124351.500000 Penalty: 5043.349121
	Iteration 24Q: 3 clusters Score -4124352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4124383.250000 Penalty: 5043.349121
	Iteration 25Q: 3 clusters Score -4124383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4124386.500000 Penalty: 5043.349121
	Iteration 26Q: 3 clusters Score -4124386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -4124403.500000 Penalty: 5043.349121
	Iteration 27Q: 3 clusters Score -4124404 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4124422.250000 Penalty: 5043.349121
	Iteration 28Q: 3 clusters Score -4124422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4124429.000000 Penalty: 5043.349121
	Iteration 29Q: 3 clusters Score -4124429 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4124446.250000 Penalty: 5043.349121
	Iteration 30Q: 3 clusters Score -4124446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4124453.000000 Penalty: 5043.349121
	Iteration 31Q: 3 clusters Score -4124453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4124461.750000 Penalty: 5043.349121
	Iteration 32Q: 3 clusters Score -4124462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4124479.500000 Penalty: 5043.349121
	Iteration 33Q: 3 clusters Score -4124480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4124499.750000 Penalty: 5043.349121
	Iteration 34Q: 3 clusters Score -4124500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4124486.250000 Penalty: 5043.349121
	Iteration 35Q: 3 clusters Score -4124486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -4124494.250000 Penalty: 5043.349121
	Iteration 36Q: 3 clusters Score -4124494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4124504.000000 Penalty: 5043.349121
	Iteration 37Q: 3 clusters Score -4124504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4124510.500000 Penalty: 5043.349121
	Iteration 38Q: 3 clusters Score -4124510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -4124517.500000 Penalty: 5043.349121
	Iteration 39Q: 3 clusters Score -4124518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4124543.750000 Penalty: 5043.349121
	Iteration 40F: 3 clusters Score -4124544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -4124543.500000 Penalty: 5043.349121
	Iteration 41Q: 3 clusters Score -4124544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4124563.750000 Penalty: 5043.349121
	Iteration 42Q: 3 clusters Score -4124564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4124569.000000 Penalty: 5043.349121
	Iteration 43Q: 3 clusters Score -4124569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4124579.750000 Penalty: 5043.349121
	Iteration 44Q: 3 clusters Score -4124580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4124580.000000 Penalty: 5043.349121
	Iteration 45Q: 3 clusters Score -4124580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4124590.250000 Penalty: 5043.349121
	Iteration 46Q: 3 clusters Score -4124590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4124609.250000 Penalty: 5043.349121
	Iteration 47Q: 3 clusters Score -4124609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4124617.750000 Penalty: 5043.349121
	Iteration 48Q: 3 clusters Score -4124618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4124630.250000 Penalty: 5043.349121
	Iteration 49Q: 3 clusters Score -4124630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -4124634.500000 Penalty: 5043.349121
	Iteration 50Q: 3 clusters Score -4124634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4124630.250000 Penalty: 5043.349121
	Iteration 51Q: 3 clusters Score -4124630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4124633.500000 Penalty: 5043.349121
	Iteration 52Q: 3 clusters Score -4124634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -4124654.750000 Penalty: 5043.349121
	Iteration 53Q: 3 clusters Score -4124655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4124653.750000 Penalty: 5043.349121
	Iteration 54Q: 3 clusters Score -4124654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -4124671.750000 Penalty: 5043.349121
	Iteration 55Q: 3 clusters Score -4124672 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -4124667.000000 Penalty: 5043.349121
	Iteration 56Q: 3 clusters Score -4124667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -4124682.500000 Penalty: 5043.349121
	Iteration 57Q: 3 clusters Score -4124682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4124692.250000 Penalty: 5043.349121
	Iteration 58Q: 3 clusters Score -4124692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4124692.500000 Penalty: 5043.349121
	Iteration 59Q: 3 clusters Score -4124692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4124690 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4124711 nChanged 27
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Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 22622 members 
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	Iteration 62Q: 3 clusters Score -4124712 nChanged 23
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Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 22645 members 
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	Iteration 63Q: 3 clusters Score -4124716 nChanged 23
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Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4124722 nChanged 15
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	Iteration 65Q: 3 clusters Score -4124719 nChanged 12
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Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4124722 nChanged 12
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	Iteration 67Q: 3 clusters Score -4124727 nChanged 8
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Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4124726 nChanged 11
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Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4124715 nChanged 8
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	Iteration 70Q: 3 clusters Score -4124719 nChanged 12
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4124714 nChanged 13
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	Iteration 72Q: 3 clusters Score -4124724 nChanged 11
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Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 22768 members 
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	Iteration 73Q: 3 clusters Score -4124728 nChanged 6
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Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 22774 members 
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	Iteration 74Q: 3 clusters Score -4124728 nChanged 5
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Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4124730 nChanged 4
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4124728 nChanged 5
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Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4124732 nChanged 6
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4124731 nChanged 6
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Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 22800 members 
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	Iteration 79Q: 3 clusters Score -4124727 nChanged 3
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4124730 nChanged 4
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Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 22807 members 
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	Iteration 81Q: 3 clusters Score -4124730 nChanged 5
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Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 22812 members 
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	Iteration 82Q: 3 clusters Score -4124734 nChanged 10
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Mstep: Class 1 contains 3235 members 
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	Iteration 83Q: 3 clusters Score -4124729 nChanged 8
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Mstep: Class 1 contains 3227 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4124728 nChanged 9
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Mstep: Class 1 contains 3218 members 
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	Iteration 85Q: 3 clusters Score -4124730 nChanged 12
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Mstep: Class 1 contains 3206 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4124731 nChanged 14
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Mstep: Class 1 contains 3192 members 
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Entering Unmasked Estep 
Score: -4124739.500000 Penalty: 5043.349121
	Iteration 87Q: 3 clusters Score -4124740 nChanged 11
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Mstep: Class 1 contains 3181 members 
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	Iteration 88Q: 3 clusters Score -4124736 nChanged 10
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Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4124731 nChanged 10
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Mstep: Class 1 contains 3161 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4124736 nChanged 10
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Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 22906 members 
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	Iteration 91Q: 3 clusters Score -4124738 nChanged 15
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Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 22921 members 
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	Iteration 92Q: 3 clusters Score -4124754 nChanged 20
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	Iteration 93Q: 3 clusters Score -4124763 nChanged 23
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Mstep: Class 1 contains 3093 members 
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	Iteration 94Q: 3 clusters Score -4124761 nChanged 30
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	Iteration 95Q: 3 clusters Score -4124776 nChanged 20
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	Iteration 96Q: 3 clusters Score -4124768 nChanged 26
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	Iteration 97Q: 3 clusters Score -4124782 nChanged 30
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Mstep: Class 1 contains 2989 members 
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	Iteration 98Q: 3 clusters Score -4124788 nChanged 29
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Mstep: Class 1 contains 2960 members 
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	Iteration 99Q: 3 clusters Score -4124795 nChanged 31
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	Iteration 100F: 3 clusters Score -4124801 nChanged 31
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	Iteration 101Q: 3 clusters Score -4124794 nChanged 29
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Mstep: Class 1 contains 2871 members 
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	Iteration 102Q: 3 clusters Score -4124803 nChanged 28
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Mstep: Class 1 contains 2843 members 
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	Iteration 103Q: 3 clusters Score -4124813 nChanged 30
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	Iteration 104Q: 3 clusters Score -4124812 nChanged 25
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Mstep: Class 1 contains 2788 members 
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Score: -4124828.250000 Penalty: 5043.349121
	Iteration 105Q: 3 clusters Score -4124828 nChanged 17
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Mstep: Class 1 contains 2771 members 
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	Iteration 106Q: 3 clusters Score -4124829 nChanged 19
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Mstep: Class 1 contains 2752 members 
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	Iteration 107Q: 3 clusters Score -4124835 nChanged 15
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Mstep: Class 1 contains 2739 members 
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	Iteration 108Q: 3 clusters Score -4124839 nChanged 21
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	Iteration 109Q: 3 clusters Score -4124848 nChanged 18
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Score: -4124853.000000 Penalty: 5043.349121
	Iteration 110Q: 3 clusters Score -4124853 nChanged 11
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Mstep: Class 1 contains 2693 members 
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	Iteration 111Q: 3 clusters Score -4124853 nChanged 14
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Mstep: Class 1 contains 2679 members 
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	Iteration 112Q: 3 clusters Score -4124856 nChanged 14
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Mstep: Class 1 contains 2665 members 
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	Iteration 113Q: 3 clusters Score -4124856 nChanged 11
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Mstep: Class 1 contains 2654 members 
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	Iteration 114Q: 3 clusters Score -4124857 nChanged 10
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Mstep: Class 1 contains 2644 members 
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Score: -4124851.500000 Penalty: 5043.349121
	Iteration 115Q: 3 clusters Score -4124852 nChanged 15
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Mstep: Class 1 contains 2629 members 
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	Iteration 116Q: 3 clusters Score -4124852 nChanged 16
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Mstep: Class 1 contains 2613 members 
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	Iteration 117Q: 3 clusters Score -4124850 nChanged 17
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	Iteration 118Q: 3 clusters Score -4124853 nChanged 12
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	Iteration 119Q: 3 clusters Score -4124862 nChanged 20
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	Iteration 120F: 3 clusters Score -4124863 nChanged 20
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Mstep: Class 1 contains 2548 members 
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	Iteration 121Q: 3 clusters Score -4124867 nChanged 10
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Mstep: Class 1 contains 2540 members 
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	Iteration 122Q: 3 clusters Score -4124868 nChanged 8
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Mstep: Class 1 contains 2532 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4124879 nChanged 9
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	Iteration 124Q: 3 clusters Score -4124877 nChanged 9
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	Iteration 125Q: 3 clusters Score -4124878 nChanged 8
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Mstep: Class 1 contains 2506 members 
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	Iteration 126Q: 3 clusters Score -4124876 nChanged 10
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	Iteration 127Q: 3 clusters Score -4124875 nChanged 9
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	Iteration 128Q: 3 clusters Score -4124882 nChanged 11
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	Iteration 129Q: 3 clusters Score -4124878 nChanged 15
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	Iteration 130Q: 3 clusters Score -4124878 nChanged 10
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	Iteration 131Q: 3 clusters Score -4124883 nChanged 13
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	Iteration 132Q: 3 clusters Score -4124885 nChanged 10
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	Iteration 133Q: 3 clusters Score -4124893 nChanged 15
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	Iteration 134Q: 3 clusters Score -4124900 nChanged 12
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	Iteration 135Q: 3 clusters Score -4124897 nChanged 13
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4124903 nChanged 11
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	Iteration 137Q: 3 clusters Score -4124897 nChanged 9
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	Iteration 138Q: 3 clusters Score -4124896 nChanged 9
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	Iteration 139Q: 3 clusters Score -4124894 nChanged 3
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	Iteration 140F: 3 clusters Score -4124897 nChanged 2
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	Iteration 141Q: 3 clusters Score -4124898 nChanged 1
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	Iteration 142Q: 3 clusters Score -4124900 nChanged 2
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	Iteration 143Q: 3 clusters Score -4124898 nChanged 2
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	Iteration 144Q: 3 clusters Score -4124897 nChanged 1
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	Iteration 145Q: 3 clusters Score -4124897 nChanged 2
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	Iteration 146Q: 3 clusters Score -4124901 nChanged 2
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	Iteration 147Q: 3 clusters Score -4124899 nChanged 4
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4124902 nChanged 5
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	Iteration 149Q: 3 clusters Score -4124907 nChanged 3
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4124907 nChanged 1
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	Iteration 151Q: 3 clusters Score -4124909 nChanged 1
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	Iteration 152Q: 3 clusters Score -4124910 nChanged 4
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	Iteration 153Q: 3 clusters Score -4124906 nChanged 3
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Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -4124905.750000 Penalty: 5043.349121
	Iteration 154Q: 3 clusters Score -4124906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4124904.750000 Penalty: 5043.349121
	Iteration 155Q: 3 clusters Score -4124905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4124911.000000 Penalty: 5043.349121
	Iteration 156Q: 3 clusters Score -4124911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4124911.500000 Penalty: 5043.349121
	Iteration 157Q: 3 clusters Score -4124912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4124907.750000 Penalty: 5043.349121
	Iteration 158Q: 3 clusters Score -4124908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -4124911.500000 Penalty: 5043.349121
	Iteration 159Q: 3 clusters Score -4124912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4124910.250000 Penalty: 5043.349121
	Iteration 160F: 3 clusters Score -4124910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -4124909.000000 Penalty: 5043.349121
	Iteration 161Q: 3 clusters Score -4124909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4124913.000000 Penalty: 5043.349121
	Iteration 162Q: 3 clusters Score -4124913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -4124915.500000 Penalty: 5043.349121
	Iteration 163Q: 3 clusters Score -4124916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -4124913.250000 Penalty: 5043.349121
	Iteration 164Q: 3 clusters Score -4124913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4124913.750000 Penalty: 5043.349121
	Iteration 165Q: 3 clusters Score -4124914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -4124920.250000 Penalty: 5043.349121
	Iteration 166Q: 3 clusters Score -4124920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4124918.500000 Penalty: 5043.349121
	Iteration 167Q: 3 clusters Score -4124918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -4124915.500000 Penalty: 5043.349121
	Iteration 168Q: 3 clusters Score -4124916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -4124914.000000 Penalty: 5043.349121
	Iteration 169Q: 3 clusters Score -4124914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -4124914.000000 Penalty: 5043.349121
	Iteration 170F: 3 clusters Score -4124914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -23271.371094 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -23271.37 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 164 members 
Entering Unmasked Estep 
Score: -22290.419922 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -22290.42 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22933.898438 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -22933.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -23324.710938 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -23324.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -23422.984375 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -23422.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23488.314453 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -23488.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -23531.117188 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -23531.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23536.861328 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -23536.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23539.046875 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -23539.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23539.046875 Penalty: 2861.087158
	Iteration 8F: 3 clusters Score -23539.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 102971 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 20775 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13351 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 104109 members 
Mstep: Class 29 contains 134507 members 
Mstep: Class 30 contains 26057 members 
Mstep: Class 31 contains 126 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 15032 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 194 members 
Entering Unmasked Estep 
Score: -86722808.000000 Penalty: 118243.585938
Splitting cluster 31 changes total score from -86724360.000000 to -86722808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -273705.718750 Penalty: 1860.405396
	Iteration 0F: 2 clusters Score -273705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -271228.031250 Penalty: 3720.810791
	Iteration 0F: 3 clusters Score -271228 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -271663.093750 Penalty: 3720.810791
	Iteration 1F: 3 clusters Score -271663.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -271772.062500 Penalty: 3720.810791
	Iteration 2F: 3 clusters Score -271772.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -271821.156250 Penalty: 3720.810791
	Iteration 3Q: 3 clusters Score -271821.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -271847.093750 Penalty: 3720.810791
	Iteration 4Q: 3 clusters Score -271847.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -271874.062500 Penalty: 3720.810791
	Iteration 5Q: 3 clusters Score -271874.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -271895.500000 Penalty: 3720.810791
	Iteration 6Q: 3 clusters Score -271895.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -271915.031250 Penalty: 3720.810791
	Iteration 7Q: 3 clusters Score -271915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -271928.375000 Penalty: 3720.810791
	Iteration 8Q: 3 clusters Score -271928.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -271936.656250 Penalty: 3720.810791
	Iteration 9Q: 3 clusters Score -271936.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -271945.312500 Penalty: 3720.810791
	Iteration 10Q: 3 clusters Score -271945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -271952.156250 Penalty: 3720.810791
	Iteration 11Q: 3 clusters Score -271952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -271956.468750 Penalty: 3720.810791
	Iteration 12Q: 3 clusters Score -271956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -271958.531250 Penalty: 3720.810791
	Iteration 13Q: 3 clusters Score -271958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271959.656250 Penalty: 3720.810791
	Iteration 14Q: 3 clusters Score -271959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271960.562500 Penalty: 3720.810791
	Iteration 15Q: 3 clusters Score -271960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -271960.968750 Penalty: 3720.810791
	Iteration 16Q: 3 clusters Score -271961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271961.656250 Penalty: 3720.810791
	Iteration 17Q: 3 clusters Score -271961.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271961.656250 Penalty: 3720.810791
	Iteration 18F: 3 clusters Score -271961.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Entering Unmasked Estep 
Score: -2174414.500000 Penalty: 2364.812744
	Iteration 0F: 2 clusters Score -2174414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2164292.500000 Penalty: 4729.625488
	Iteration 0F: 3 clusters Score -2164292 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2167594.250000 Penalty: 4729.625488
	Iteration 1F: 3 clusters Score -2167594 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2167992.750000 Penalty: 4729.625488
	Iteration 2F: 3 clusters Score -2167993 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2168396.000000 Penalty: 4729.625488
	Iteration 3F: 3 clusters Score -2168396 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2168882.250000 Penalty: 4729.625488
	Iteration 4F: 3 clusters Score -2168882 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2169518.500000 Penalty: 4729.625488
	Iteration 5F: 3 clusters Score -2169518 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2170196.000000 Penalty: 4729.625488
	Iteration 6F: 3 clusters Score -2170196 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2170854.500000 Penalty: 4729.625488
	Iteration 7F: 3 clusters Score -2170854 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2171474.250000 Penalty: 4729.625488
	Iteration 8F: 3 clusters Score -2171474 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2172001.250000 Penalty: 4729.625488
	Iteration 9F: 3 clusters Score -2172001 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2172474.750000 Penalty: 4729.625488
	Iteration 10Q: 3 clusters Score -2172475 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2172790.250000 Penalty: 4729.625488
	Iteration 11Q: 3 clusters Score -2172790 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2173011.500000 Penalty: 4729.625488
	Iteration 12Q: 3 clusters Score -2173012 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2173168.250000 Penalty: 4729.625488
	Iteration 13Q: 3 clusters Score -2173168 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2173300.500000 Penalty: 4729.625488
	Iteration 14Q: 3 clusters Score -2173300 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2173389.250000 Penalty: 4729.625488
	Iteration 15Q: 3 clusters Score -2173389 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2173462.250000 Penalty: 4729.625488
	Iteration 16Q: 3 clusters Score -2173462 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2173517.000000 Penalty: 4729.625488
	Iteration 17Q: 3 clusters Score -2173517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2173548.000000 Penalty: 4729.625488
	Iteration 18Q: 3 clusters Score -2173548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2173571.250000 Penalty: 4729.625488
	Iteration 19Q: 3 clusters Score -2173571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2173599.500000 Penalty: 4729.625488
	Iteration 20F: 3 clusters Score -2173600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2173633.750000 Penalty: 4729.625488
	Iteration 21Q: 3 clusters Score -2173634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2173668.500000 Penalty: 4729.625488
	Iteration 22Q: 3 clusters Score -2173668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2173691.500000 Penalty: 4729.625488
	Iteration 23Q: 3 clusters Score -2173692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2173714.000000 Penalty: 4729.625488
	Iteration 24Q: 3 clusters Score -2173714 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2173738.250000 Penalty: 4729.625488
	Iteration 25Q: 3 clusters Score -2173738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2173767.500000 Penalty: 4729.625488
	Iteration 26Q: 3 clusters Score -2173768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2173791.250000 Penalty: 4729.625488
	Iteration 27Q: 3 clusters Score -2173791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2173806.500000 Penalty: 4729.625488
	Iteration 28Q: 3 clusters Score -2173806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2173839.250000 Penalty: 4729.625488
	Iteration 29Q: 3 clusters Score -2173839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2173863.000000 Penalty: 4729.625488
	Iteration 30Q: 3 clusters Score -2173863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2173882.750000 Penalty: 4729.625488
	Iteration 31Q: 3 clusters Score -2173883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2173907.500000 Penalty: 4729.625488
	Iteration 32Q: 3 clusters Score -2173908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2173915.250000 Penalty: 4729.625488
	Iteration 33Q: 3 clusters Score -2173915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2173927.000000 Penalty: 4729.625488
	Iteration 34Q: 3 clusters Score -2173927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2173937.750000 Penalty: 4729.625488
	Iteration 35Q: 3 clusters Score -2173938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2173937.500000 Penalty: 4729.625488
	Iteration 36Q: 3 clusters Score -2173938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2173941.000000 Penalty: 4729.625488
	Iteration 37Q: 3 clusters Score -2173941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2173942.750000 Penalty: 4729.625488
	Iteration 38Q: 3 clusters Score -2173943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2173945.250000 Penalty: 4729.625488
	Iteration 39Q: 3 clusters Score -2173945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2173945.250000 Penalty: 4729.625488
	Iteration 40F: 3 clusters Score -2173945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Entering Unmasked Estep 
Score: -2361914.250000 Penalty: 2385.248047
	Iteration 0F: 2 clusters Score -2361914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2351049.750000 Penalty: 4770.496094
	Iteration 0F: 3 clusters Score -2351050 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2354382.750000 Penalty: 4770.496094
	Iteration 1F: 3 clusters Score -2354383 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2354718.500000 Penalty: 4770.496094
	Iteration 2F: 3 clusters Score -2354718 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2354976.500000 Penalty: 4770.496094
	Iteration 3Q: 3 clusters Score -2354976 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2355204.000000 Penalty: 4770.496094
	Iteration 4Q: 3 clusters Score -2355204 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2355442.500000 Penalty: 4770.496094
	Iteration 5Q: 3 clusters Score -2355442 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2355683.000000 Penalty: 4770.496094
	Iteration 6Q: 3 clusters Score -2355683 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2355970.250000 Penalty: 4770.496094
	Iteration 7Q: 3 clusters Score -2355970 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2356343.500000 Penalty: 4770.496094
	Iteration 8Q: 3 clusters Score -2356344 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2356823.500000 Penalty: 4770.496094
	Iteration 9Q: 3 clusters Score -2356824 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2357398.250000 Penalty: 4770.496094
	Iteration 10Q: 3 clusters Score -2357398 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2357933.750000 Penalty: 4770.496094
	Iteration 11Q: 3 clusters Score -2357934 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2358422.750000 Penalty: 4770.496094
	Iteration 12Q: 3 clusters Score -2358423 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2358818.250000 Penalty: 4770.496094
	Iteration 13Q: 3 clusters Score -2358818 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2359112.250000 Penalty: 4770.496094
	Iteration 14Q: 3 clusters Score -2359112 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2359337.250000 Penalty: 4770.496094
	Iteration 15Q: 3 clusters Score -2359337 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2359491.250000 Penalty: 4770.496094
	Iteration 16Q: 3 clusters Score -2359491 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2359618.750000 Penalty: 4770.496094
	Iteration 17Q: 3 clusters Score -2359619 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2359700.250000 Penalty: 4770.496094
	Iteration 18Q: 3 clusters Score -2359700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2359750.250000 Penalty: 4770.496094
	Iteration 19Q: 3 clusters Score -2359750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2359799.250000 Penalty: 4770.496094
	Iteration 20F: 3 clusters Score -2359799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2359829.500000 Penalty: 4770.496094
	Iteration 21Q: 3 clusters Score -2359830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2359851.250000 Penalty: 4770.496094
	Iteration 22Q: 3 clusters Score -2359851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2359865.250000 Penalty: 4770.496094
	Iteration 23Q: 3 clusters Score -2359865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2359869.250000 Penalty: 4770.496094
	Iteration 24Q: 3 clusters Score -2359869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2359872.250000 Penalty: 4770.496094
	Iteration 25Q: 3 clusters Score -2359872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2359872.500000 Penalty: 4770.496094
	Iteration 26Q: 3 clusters Score -2359872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2359872.500000 Penalty: 4770.496094
	Iteration 27F: 3 clusters Score -2359872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20573 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1245 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34159 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 549 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 102971 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 20775 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 17420 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13351 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 599 members 
Mstep: Class 24 contains 8631 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2449 members 
Mstep: Class 28 contains 104109 members 
Mstep: Class 29 contains 134507 members 
Mstep: Class 30 contains 26057 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1811 members 
Mstep: Class 33 contains 13843 members 
Mstep: Class 34 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724528.000000 Penalty: 114959.039062
Iteration 119Q: 36 clusters Score -8.672453e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1040 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20612 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34156 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 6500 members 
Mstep: Class 12 contains 103066 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 20815 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 17415 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13350 members 
Mstep: Class 22 contains 6579 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 1935 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2444 members 
Mstep: Class 28 contains 104057 members 
Mstep: Class 29 contains 134601 members 
Mstep: Class 30 contains 25855 members 
Mstep: Class 31 contains 320 members 
Mstep: Class 32 contains 1806 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 15025 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86724992.000000 Penalty: 114959.039062
Iteration 120F: 36 clusters Score -8.672499e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20656 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34165 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 103152 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 20858 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3903 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 13351 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 8633 members 
Mstep: Class 25 contains 1930 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2437 members 
Mstep: Class 28 contains 104012 members 
Mstep: Class 29 contains 134684 members 
Mstep: Class 30 contains 25648 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 1802 members 
Mstep: Class 33 contains 13842 members 
Mstep: Class 34 contains 15011 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725272.000000 Penalty: 114959.039062
Iteration 121Q: 36 clusters Score -8.672527e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20702 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34162 members 
Mstep: Class 9 contains 5984 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 103221 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 20892 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3906 members 
Mstep: Class 19 contains 17405 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 13357 members 
Mstep: Class 22 contains 6595 members 
Mstep: Class 23 contains 608 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 1928 members 
Mstep: Class 26 contains 1866 members 
Mstep: Class 27 contains 2430 members 
Mstep: Class 28 contains 103964 members 
Mstep: Class 29 contains 134778 members 
Mstep: Class 30 contains 25453 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 1800 members 
Mstep: Class 33 contains 13840 members 
Mstep: Class 34 contains 15008 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725552.000000 Penalty: 114959.039062
Iteration 122Q: 36 clusters Score -8.672555e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20746 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34163 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 11 contains 6513 members 
Mstep: Class 12 contains 103292 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 20934 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 5745 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 17403 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6598 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8635 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1866 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 103986 members 
Mstep: Class 29 contains 134821 members 
Mstep: Class 30 contains 25228 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1798 members 
Mstep: Class 33 contains 13839 members 
Mstep: Class 34 contains 15005 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725704.000000 Penalty: 114959.039062
Iteration 123Q: 36 clusters Score -8.67257e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20783 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34156 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 103387 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 20973 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 5748 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 17402 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6600 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8636 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 103956 members 
Mstep: Class 29 contains 134870 members 
Mstep: Class 30 contains 25033 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1795 members 
Mstep: Class 33 contains 13840 members 
Mstep: Class 34 contains 15009 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725872.000000 Penalty: 114959.039062
Iteration 124Q: 36 clusters Score -8.672587e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20820 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34156 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 103494 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 21006 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 5746 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 17403 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8636 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 103951 members 
Mstep: Class 29 contains 134892 members 
Mstep: Class 30 contains 24845 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 13839 members 
Mstep: Class 34 contains 15003 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725784.000000 Penalty: 114959.039062
Iteration 125Q: 36 clusters Score -8.672578e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1037 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20862 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34148 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 103574 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21051 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5747 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 17403 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13354 members 
Mstep: Class 22 contains 6605 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8636 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 2424 members 
Mstep: Class 28 contains 104027 members 
Mstep: Class 29 contains 134886 members 
Mstep: Class 30 contains 24620 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1792 members 
Mstep: Class 33 contains 13839 members 
Mstep: Class 34 contains 15001 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725776.000000 Penalty: 114959.039062
Iteration 126Q: 36 clusters Score -8.672578e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1035 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 20911 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34145 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 103603 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21090 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 5747 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 17405 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13354 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8636 members 
Mstep: Class 25 contains 1928 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 104104 members 
Mstep: Class 29 contains 134908 members 
Mstep: Class 30 contains 24400 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 13838 members 
Mstep: Class 34 contains 15001 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725648.000000 Penalty: 114959.039062
Iteration 127Q: 36 clusters Score -8.672565e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 20962 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34141 members 
Mstep: Class 9 contains 5984 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 103676 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 21126 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 5747 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 17405 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13352 members 
Mstep: Class 22 contains 6607 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8637 members 
Mstep: Class 25 contains 1932 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 104158 members 
Mstep: Class 29 contains 134924 members 
Mstep: Class 30 contains 24166 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 13834 members 
Mstep: Class 34 contains 15005 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725640.000000 Penalty: 114959.039062
Iteration 128Q: 36 clusters Score -8.672564e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21027 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34147 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 103748 members 
Mstep: Class 13 contains 2596 members 
Mstep: Class 14 contains 21158 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 5745 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3912 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13353 members 
Mstep: Class 22 contains 6607 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8637 members 
Mstep: Class 25 contains 1933 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 2428 members 
Mstep: Class 28 contains 104229 members 
Mstep: Class 29 contains 134945 members 
Mstep: Class 30 contains 23906 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1793 members 
Mstep: Class 33 contains 13833 members 
Mstep: Class 34 contains 15010 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725568.000000 Penalty: 114959.039062
Iteration 129Q: 36 clusters Score -8.672557e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21086 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34144 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 103816 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 21190 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6610 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8638 members 
Mstep: Class 25 contains 1934 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 2428 members 
Mstep: Class 28 contains 104280 members 
Mstep: Class 29 contains 134983 members 
Mstep: Class 30 contains 23661 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1791 members 
Mstep: Class 33 contains 13830 members 
Mstep: Class 34 contains 15013 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725552.000000 Penalty: 114959.039062
Iteration 130Q: 36 clusters Score -8.672555e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21136 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34130 members 
Mstep: Class 9 contains 5980 members 
Mstep: Class 10 contains 544 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 103915 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21219 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 5747 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13353 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 1934 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 104310 members 
Mstep: Class 29 contains 135023 members 
Mstep: Class 30 contains 23431 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1789 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 15012 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725728.000000 Penalty: 114959.039062
Iteration 131Q: 36 clusters Score -8.672573e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21165 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34129 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 104018 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21242 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13352 members 
Mstep: Class 22 contains 6613 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 1934 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 2413 members 
Mstep: Class 28 contains 104276 members 
Mstep: Class 29 contains 135117 members 
Mstep: Class 30 contains 23226 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1786 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 15005 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725848.000000 Penalty: 114959.039062
Iteration 132Q: 36 clusters Score -8.672585e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21190 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34135 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 104140 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21255 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 5753 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 1935 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 104256 members 
Mstep: Class 29 contains 135178 members 
Mstep: Class 30 contains 23025 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1783 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 14998 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725872.000000 Penalty: 114959.039062
Iteration 133Q: 36 clusters Score -8.672587e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21218 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34135 members 
Mstep: Class 9 contains 5983 members 
Mstep: Class 10 contains 541 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 104251 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 21272 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3910 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13358 members 
Mstep: Class 22 contains 6608 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 2414 members 
Mstep: Class 28 contains 104287 members 
Mstep: Class 29 contains 135214 members 
Mstep: Class 30 contains 22797 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1783 members 
Mstep: Class 33 contains 13829 members 
Mstep: Class 34 contains 14992 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725728.000000 Penalty: 114959.039062
Iteration 134Q: 36 clusters Score -8.672573e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21247 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34135 members 
Mstep: Class 9 contains 5988 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 104340 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 21293 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 17413 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13357 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 104357 members 
Mstep: Class 29 contains 135234 members 
Mstep: Class 30 contains 22575 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 13828 members 
Mstep: Class 34 contains 14988 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725800.000000 Penalty: 114959.039062
Iteration 135Q: 36 clusters Score -8.67258e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21287 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34128 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 104446 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 21307 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 5745 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 17412 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6608 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 1936 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 2413 members 
Mstep: Class 28 contains 104400 members 
Mstep: Class 29 contains 135280 members 
Mstep: Class 30 contains 22344 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1782 members 
Mstep: Class 33 contains 13830 members 
Mstep: Class 34 contains 14981 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726040.000000 Penalty: 114959.039062
Iteration 136Q: 36 clusters Score -8.672604e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21319 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34138 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 104532 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21325 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 17412 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8639 members 
Mstep: Class 25 contains 1935 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 2414 members 
Mstep: Class 28 contains 104410 members 
Mstep: Class 29 contains 135375 members 
Mstep: Class 30 contains 22109 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1781 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 14972 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726160.000000 Penalty: 114959.039062
Iteration 137Q: 36 clusters Score -8.672616e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21356 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34143 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 104619 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 21346 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 17411 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13359 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8639 members 
Mstep: Class 25 contains 1933 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 2411 members 
Mstep: Class 28 contains 104386 members 
Mstep: Class 29 contains 135483 members 
Mstep: Class 30 contains 21880 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1778 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 14963 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726224.000000 Penalty: 114959.039062
Iteration 138Q: 36 clusters Score -8.672622e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21377 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34146 members 
Mstep: Class 9 contains 5985 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 104717 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 21370 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 5740 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 17411 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13358 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 1928 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 104371 members 
Mstep: Class 29 contains 135587 members 
Mstep: Class 30 contains 21639 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1777 members 
Mstep: Class 33 contains 13833 members 
Mstep: Class 34 contains 14965 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726208.000000 Penalty: 114959.039062
Iteration 139Q: 36 clusters Score -8.672621e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 241 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21397 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34149 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 104784 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 21392 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13361 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8641 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 2408 members 
Mstep: Class 28 contains 104379 members 
Mstep: Class 29 contains 135694 members 
Mstep: Class 30 contains 21402 members 
Mstep: Class 31 contains 321 members 
Mstep: Class 32 contains 1777 members 
Mstep: Class 33 contains 13834 members 
Mstep: Class 34 contains 14968 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726176.000000 Penalty: 114959.039062
Iteration 140F: 36 clusters Score -8.672618e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21418 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34154 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6527 members 
Mstep: Class 12 contains 104844 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 21410 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 17412 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 13365 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8642 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 2410 members 
Mstep: Class 28 contains 104358 members 
Mstep: Class 29 contains 135805 members 
Mstep: Class 30 contains 21196 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 1775 members 
Mstep: Class 33 contains 13833 members 
Mstep: Class 34 contains 14962 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726248.000000 Penalty: 114959.039062
Iteration 141Q: 36 clusters Score -8.672625e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21446 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34155 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6527 members 
Mstep: Class 12 contains 104930 members 
Mstep: Class 13 contains 2601 members 
Mstep: Class 14 contains 21431 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 5773 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 17414 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13366 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8643 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 2412 members 
Mstep: Class 28 contains 104288 members 
Mstep: Class 29 contains 135893 members 
Mstep: Class 30 contains 21024 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1770 members 
Mstep: Class 33 contains 13830 members 
Mstep: Class 34 contains 14969 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726304.000000 Penalty: 114959.039062
Iteration 142Q: 36 clusters Score -8.67263e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21455 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34165 members 
Mstep: Class 9 contains 5992 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 105006 members 
Mstep: Class 13 contains 2600 members 
Mstep: Class 14 contains 21445 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 17413 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13368 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8643 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1870 members 
Mstep: Class 27 contains 2415 members 
Mstep: Class 28 contains 104286 members 
Mstep: Class 29 contains 135981 members 
Mstep: Class 30 contains 20817 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1768 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 14970 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726504.000000 Penalty: 114959.039062
Iteration 143Q: 36 clusters Score -8.67265e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1031 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21466 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34171 members 
Mstep: Class 9 contains 5991 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 105065 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21464 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 17409 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13368 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8644 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 2425 members 
Mstep: Class 28 contains 104295 members 
Mstep: Class 29 contains 136082 members 
Mstep: Class 30 contains 20600 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1766 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 14973 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726504.000000 Penalty: 114959.039062
Iteration 144Q: 36 clusters Score -8.67265e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1030 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21482 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34178 members 
Mstep: Class 9 contains 5987 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 105125 members 
Mstep: Class 13 contains 2598 members 
Mstep: Class 14 contains 21493 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 5799 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 17412 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13366 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8644 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 2434 members 
Mstep: Class 28 contains 104304 members 
Mstep: Class 29 contains 136176 members 
Mstep: Class 30 contains 20372 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1761 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 14974 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726448.000000 Penalty: 114959.039062
Iteration 145Q: 36 clusters Score -8.672645e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21497 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34181 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6527 members 
Mstep: Class 12 contains 105206 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21531 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 17408 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13364 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 104322 members 
Mstep: Class 29 contains 136221 members 
Mstep: Class 30 contains 20165 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1757 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 14977 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726400.000000 Penalty: 114959.039062
Iteration 146Q: 36 clusters Score -8.67264e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21525 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34184 members 
Mstep: Class 9 contains 5985 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6529 members 
Mstep: Class 12 contains 105264 members 
Mstep: Class 13 contains 2597 members 
Mstep: Class 14 contains 21561 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 17406 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13362 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8650 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1861 members 
Mstep: Class 27 contains 2442 members 
Mstep: Class 28 contains 104335 members 
Mstep: Class 29 contains 136312 members 
Mstep: Class 30 contains 19957 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1753 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 14981 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726224.000000 Penalty: 114959.039062
Iteration 147Q: 36 clusters Score -8.672622e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21544 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34183 members 
Mstep: Class 9 contains 5981 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6531 members 
Mstep: Class 12 contains 105360 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21589 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13362 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 2445 members 
Mstep: Class 28 contains 104305 members 
Mstep: Class 29 contains 136375 members 
Mstep: Class 30 contains 19781 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1750 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 14980 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726320.000000 Penalty: 114959.039062
Iteration 148Q: 36 clusters Score -8.672632e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21566 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34179 members 
Mstep: Class 9 contains 5975 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6531 members 
Mstep: Class 12 contains 105435 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 14 contains 21622 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 17401 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13359 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8657 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1857 members 
Mstep: Class 27 contains 2448 members 
Mstep: Class 28 contains 104259 members 
Mstep: Class 29 contains 136455 members 
Mstep: Class 30 contains 19617 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1746 members 
Mstep: Class 33 contains 13831 members 
Mstep: Class 34 contains 14983 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726344.000000 Penalty: 114959.039062
Iteration 149Q: 36 clusters Score -8.672634e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21584 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34178 members 
Mstep: Class 9 contains 5971 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6536 members 
Mstep: Class 12 contains 105523 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 21657 members 
Mstep: Class 15 contains 2666 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 17400 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6613 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8658 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 2451 members 
Mstep: Class 28 contains 104188 members 
Mstep: Class 29 contains 136519 members 
Mstep: Class 30 contains 19466 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1744 members 
Mstep: Class 33 contains 13830 members 
Mstep: Class 34 contains 14983 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726304.000000 Penalty: 114959.039062
Iteration 150Q: 36 clusters Score -8.67263e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21603 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 105589 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 21692 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 17398 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8659 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 2452 members 
Mstep: Class 28 contains 104163 members 
Mstep: Class 29 contains 136559 members 
Mstep: Class 30 contains 19316 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1735 members 
Mstep: Class 33 contains 13829 members 
Mstep: Class 34 contains 14987 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726272.000000 Penalty: 114959.039062
Iteration 151Q: 36 clusters Score -8.672627e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21624 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34171 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 105673 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 21722 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 5849 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 17398 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8660 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 2461 members 
Mstep: Class 28 contains 104090 members 
Mstep: Class 29 contains 136625 members 
Mstep: Class 30 contains 19182 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1727 members 
Mstep: Class 33 contains 13830 members 
Mstep: Class 34 contains 14984 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726272.000000 Penalty: 114959.039062
Iteration 152Q: 36 clusters Score -8.672627e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21644 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34165 members 
Mstep: Class 9 contains 5971 members 
Mstep: Class 10 contains 538 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 105751 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 21753 members 
Mstep: Class 15 contains 2669 members 
Mstep: Class 16 contains 5850 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 17396 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13354 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8660 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 104026 members 
Mstep: Class 29 contains 136690 members 
Mstep: Class 30 contains 19062 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1721 members 
Mstep: Class 33 contains 13830 members 
Mstep: Class 34 contains 14984 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726224.000000 Penalty: 114959.039062
Iteration 153Q: 36 clusters Score -8.672622e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34169 members 
Mstep: Class 9 contains 5967 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6539 members 
Mstep: Class 12 contains 105834 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 21773 members 
Mstep: Class 15 contains 2668 members 
Mstep: Class 16 contains 5853 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 17396 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13357 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8661 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 103967 members 
Mstep: Class 29 contains 136763 members 
Mstep: Class 30 contains 18935 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1713 members 
Mstep: Class 33 contains 13830 members 
Mstep: Class 34 contains 14986 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726160.000000 Penalty: 114959.039062
Iteration 154Q: 36 clusters Score -8.672616e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21678 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 105907 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 21802 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3920 members 
Mstep: Class 19 contains 17394 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13357 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8661 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 103951 members 
Mstep: Class 29 contains 136788 members 
Mstep: Class 30 contains 18803 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1704 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 14990 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726304.000000 Penalty: 114959.039062
Iteration 155Q: 36 clusters Score -8.67263e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21690 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34181 members 
Mstep: Class 9 contains 5960 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6537 members 
Mstep: Class 12 contains 105949 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 21820 members 
Mstep: Class 15 contains 2661 members 
Mstep: Class 16 contains 5860 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13358 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8665 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1863 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 103922 members 
Mstep: Class 29 contains 136843 members 
Mstep: Class 30 contains 18697 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1697 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 14993 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726192.000000 Penalty: 114959.039062
Iteration 156Q: 36 clusters Score -8.672619e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21707 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34181 members 
Mstep: Class 9 contains 5959 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 105992 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 21837 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 5864 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 17390 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8666 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 2475 members 
Mstep: Class 28 contains 103921 members 
Mstep: Class 29 contains 136884 members 
Mstep: Class 30 contains 18575 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1692 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 14997 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726016.000000 Penalty: 114959.039062
Iteration 157Q: 36 clusters Score -8.672602e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21733 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34181 members 
Mstep: Class 9 contains 5959 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 106030 members 
Mstep: Class 13 contains 2605 members 
Mstep: Class 14 contains 21868 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 17389 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13355 members 
Mstep: Class 22 contains 6627 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8668 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2475 members 
Mstep: Class 28 contains 103910 members 
Mstep: Class 29 contains 136910 members 
Mstep: Class 30 contains 18459 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1687 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 14997 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86725936.000000 Penalty: 114959.039062
Iteration 158Q: 36 clusters Score -8.672594e+07 nChanged 460
Entering ConstructFrom: 
Score: -86725936.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (1696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Entering Unmasked Estep 
Score: -244711.593750 Penalty: 1844.134888
	Iteration 0F: 2 clusters Score -244711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -242261.640625 Penalty: 3688.269775
	Iteration 0F: 3 clusters Score -242261.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -242698.343750 Penalty: 3688.269775
	Iteration 1F: 3 clusters Score -242698.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -242837.656250 Penalty: 3688.269775
	Iteration 2F: 3 clusters Score -242837.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -242912.078125 Penalty: 3688.269775
	Iteration 3Q: 3 clusters Score -242912.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -242974.468750 Penalty: 3688.269775
	Iteration 4Q: 3 clusters Score -242974.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243027.562500 Penalty: 3688.269775
	Iteration 5Q: 3 clusters Score -243027.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -243060.812500 Penalty: 3688.269775
	Iteration 6Q: 3 clusters Score -243060.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243096.718750 Penalty: 3688.269775
	Iteration 7Q: 3 clusters Score -243096.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -243129.312500 Penalty: 3688.269775
	Iteration 8Q: 3 clusters Score -243129.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -243146.015625 Penalty: 3688.269775
	Iteration 9Q: 3 clusters Score -243146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -243162.609375 Penalty: 3688.269775
	Iteration 10Q: 3 clusters Score -243162.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -243176.890625 Penalty: 3688.269775
	Iteration 11Q: 3 clusters Score -243176.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -243206.921875 Penalty: 3688.269775
	Iteration 12Q: 3 clusters Score -243206.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -243240.218750 Penalty: 3688.269775
	Iteration 13Q: 3 clusters Score -243240.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -243288.421875 Penalty: 3688.269775
	Iteration 14Q: 3 clusters Score -243288.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -243333.500000 Penalty: 3688.269775
	Iteration 15Q: 3 clusters Score -243333.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -243359.687500 Penalty: 3688.269775
	Iteration 16Q: 3 clusters Score -243359.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -243398.359375 Penalty: 3688.269775
	Iteration 17Q: 3 clusters Score -243398.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -243442.343750 Penalty: 3688.269775
	Iteration 18Q: 3 clusters Score -243442.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -243469.578125 Penalty: 3688.269775
	Iteration 19Q: 3 clusters Score -243469.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -243502.453125 Penalty: 3688.269775
	Iteration 20F: 3 clusters Score -243502.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -243542.734375 Penalty: 3688.269775
	Iteration 21Q: 3 clusters Score -243542.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -243584.375000 Penalty: 3688.269775
	Iteration 22Q: 3 clusters Score -243584.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -243628.843750 Penalty: 3688.269775
	Iteration 23Q: 3 clusters Score -243628.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -243659.140625 Penalty: 3688.269775
	Iteration 24Q: 3 clusters Score -243659.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -243676.562500 Penalty: 3688.269775
	Iteration 25Q: 3 clusters Score -243676.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -243688.593750 Penalty: 3688.269775
	Iteration 26Q: 3 clusters Score -243688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -243697.343750 Penalty: 3688.269775
	Iteration 27Q: 3 clusters Score -243697.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -243705.843750 Penalty: 3688.269775
	Iteration 28Q: 3 clusters Score -243705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -243709.640625 Penalty: 3688.269775
	Iteration 29Q: 3 clusters Score -243709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -243715.500000 Penalty: 3688.269775
	Iteration 30Q: 3 clusters Score -243715.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -243726.625000 Penalty: 3688.269775
	Iteration 31Q: 3 clusters Score -243726.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -243733.468750 Penalty: 3688.269775
	Iteration 32Q: 3 clusters Score -243733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -243740.875000 Penalty: 3688.269775
	Iteration 33Q: 3 clusters Score -243740.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -243743.796875 Penalty: 3688.269775
	Iteration 34Q: 3 clusters Score -243743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -243750.187500 Penalty: 3688.269775
	Iteration 35Q: 3 clusters Score -243750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -243752.437500 Penalty: 3688.269775
	Iteration 36Q: 3 clusters Score -243752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -243754.250000 Penalty: 3688.269775
	Iteration 37Q: 3 clusters Score -243754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -243754.250000 Penalty: 3688.269775
	Iteration 38F: 3 clusters Score -243754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -143220.437500 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -143220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141263.312500 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -141263.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141601.578125 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -141601.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -141752.500000 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -141752.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -141880.687500 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -141880.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -141991.343750 Penalty: 3440.426025
	Iteration 4F: 3 clusters Score -141991.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -142092.546875 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -142092.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -142219.234375 Penalty: 3440.426025
	Iteration 6F: 3 clusters Score -142219.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142321.671875 Penalty: 3440.426025
	Iteration 7F: 3 clusters Score -142321.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142382.078125 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -142382.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -142433.921875 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -142433.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -142483.375000 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -142483.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142517.531250 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -142517.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142536.875000 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -142536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142545.468750 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -142545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142551.093750 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -142551.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142556.156250 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -142556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -142560.609375 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -142560.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142565.296875 Penalty: 3440.426025
	Iteration 17Q: 3 clusters Score -142565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142570.468750 Penalty: 3440.426025
	Iteration 18Q: 3 clusters Score -142570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142576.140625 Penalty: 3440.426025
	Iteration 19Q: 3 clusters Score -142576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142588.671875 Penalty: 3440.426025
	Iteration 20F: 3 clusters Score -142588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142592.984375 Penalty: 3440.426025
	Iteration 21Q: 3 clusters Score -142593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142594.265625 Penalty: 3440.426025
	Iteration 22Q: 3 clusters Score -142594.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -142594.265625 Penalty: 3440.426025
	Iteration 23F: 3 clusters Score -142594.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -135079.218750 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -135079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -133186.359375 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -133186.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -133626.921875 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -133626.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133840.343750 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -133840.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134016.906250 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -134016.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -134158.406250 Penalty: 3440.426025
	Iteration 4F: 3 clusters Score -134158.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -134238.609375 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -134238.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134299.203125 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -134299.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -134324.781250 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -134324.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -134350.140625 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -134350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -134376.328125 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -134376.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134416.171875 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -134416.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -134497.171875 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -134497.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134578.593750 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -134578.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134637.562500 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -134637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134668.671875 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -134668.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134687.468750 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -134687.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -134706.484375 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -134706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -134719.640625 Penalty: 3440.426025
	Iteration 17Q: 3 clusters Score -134719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134738.953125 Penalty: 3440.426025
	Iteration 18Q: 3 clusters Score -134739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134754.265625 Penalty: 3440.426025
	Iteration 19Q: 3 clusters Score -134754.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -134768.625000 Penalty: 3440.426025
	Iteration 20F: 3 clusters Score -134768.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134791.218750 Penalty: 3440.426025
	Iteration 21Q: 3 clusters Score -134791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -134809.921875 Penalty: 3440.426025
	Iteration 22Q: 3 clusters Score -134809.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -134828.328125 Penalty: 3440.426025
	Iteration 23Q: 3 clusters Score -134828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134838.875000 Penalty: 3440.426025
	Iteration 24Q: 3 clusters Score -134838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -134854.687500 Penalty: 3440.426025
	Iteration 25Q: 3 clusters Score -134854.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134873.437500 Penalty: 3440.426025
	Iteration 26Q: 3 clusters Score -134873.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134883.984375 Penalty: 3440.426025
	Iteration 27Q: 3 clusters Score -134884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -134887.625000 Penalty: 3440.426025
	Iteration 28Q: 3 clusters Score -134887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134892.484375 Penalty: 3440.426025
	Iteration 29Q: 3 clusters Score -134892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134898.078125 Penalty: 3440.426025
	Iteration 30Q: 3 clusters Score -134898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134899.500000 Penalty: 3440.426025
	Iteration 31Q: 3 clusters Score -134899.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134899.500000 Penalty: 3440.426025
	Iteration 32F: 3 clusters Score -134899.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Entering Unmasked Estep 
Score: -3446040.750000 Penalty: 2476.878906
	Iteration 0F: 2 clusters Score -3446041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3430824.000000 Penalty: 4953.757812
	Iteration 0F: 3 clusters Score -3430824 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3435982.750000 Penalty: 4953.757812
	Iteration 1F: 3 clusters Score -3435983 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3436429.750000 Penalty: 4953.757812
	Iteration 2F: 3 clusters Score -3436430 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3436797.500000 Penalty: 4953.757812
	Iteration 3Q: 3 clusters Score -3436798 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3437183.500000 Penalty: 4953.757812
	Iteration 4Q: 3 clusters Score -3437184 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3437606.500000 Penalty: 4953.757812
	Iteration 5Q: 3 clusters Score -3437606 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3438141.750000 Penalty: 4953.757812
	Iteration 6Q: 3 clusters Score -3438142 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3438779.000000 Penalty: 4953.757812
	Iteration 7Q: 3 clusters Score -3438779 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3439622.000000 Penalty: 4953.757812
	Iteration 8F: 3 clusters Score -3439622 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3440614.250000 Penalty: 4953.757812
	Iteration 9F: 3 clusters Score -3440614 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3441595.250000 Penalty: 4953.757812
	Iteration 10F: 3 clusters Score -3441595 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3442504.750000 Penalty: 4953.757812
	Iteration 11Q: 3 clusters Score -3442505 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3443116.750000 Penalty: 4953.757812
	Iteration 12Q: 3 clusters Score -3443117 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3443471.250000 Penalty: 4953.757812
	Iteration 13Q: 3 clusters Score -3443471 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3443677.500000 Penalty: 4953.757812
	Iteration 14Q: 3 clusters Score -3443678 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3443776.500000 Penalty: 4953.757812
	Iteration 15Q: 3 clusters Score -3443776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3443821.000000 Penalty: 4953.757812
	Iteration 16Q: 3 clusters Score -3443821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3443862.500000 Penalty: 4953.757812
	Iteration 17Q: 3 clusters Score -3443862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3443897.250000 Penalty: 4953.757812
	Iteration 18Q: 3 clusters Score -3443897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3443913.750000 Penalty: 4953.757812
	Iteration 19Q: 3 clusters Score -3443914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3443927.250000 Penalty: 4953.757812
	Iteration 20F: 3 clusters Score -3443927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3443935.000000 Penalty: 4953.757812
	Iteration 21Q: 3 clusters Score -3443935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3443933.750000 Penalty: 4953.757812
	Iteration 22Q: 3 clusters Score -3443934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3443938.000000 Penalty: 4953.757812
	Iteration 23Q: 3 clusters Score -3443938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3443938.000000 Penalty: 4953.757812
	Iteration 24F: 3 clusters Score -3443938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -82945.632812 Penalty: 1602.444092
	Iteration 0F: 2 clusters Score -82945.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81324.656250 Penalty: 3204.888184
	Iteration 0F: 3 clusters Score -81324.66 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81696.328125 Penalty: 3204.888184
	Iteration 1F: 3 clusters Score -81696.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81862.984375 Penalty: 3204.888184
	Iteration 2F: 3 clusters Score -81862.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81951.601562 Penalty: 3204.888184
	Iteration 3Q: 3 clusters Score -81951.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82029.632812 Penalty: 3204.888184
	Iteration 4Q: 3 clusters Score -82029.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -82067.562500 Penalty: 3204.888184
	Iteration 5Q: 3 clusters Score -82067.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82107.968750 Penalty: 3204.888184
	Iteration 6Q: 3 clusters Score -82107.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82124.671875 Penalty: 3204.888184
	Iteration 7Q: 3 clusters Score -82124.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82132.632812 Penalty: 3204.888184
	Iteration 8Q: 3 clusters Score -82132.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82145.093750 Penalty: 3204.888184
	Iteration 9Q: 3 clusters Score -82145.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82156.921875 Penalty: 3204.888184
	Iteration 10Q: 3 clusters Score -82156.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82159.203125 Penalty: 3204.888184
	Iteration 11Q: 3 clusters Score -82159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82166.046875 Penalty: 3204.888184
	Iteration 12Q: 3 clusters Score -82166.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82166.046875 Penalty: 3204.888184
	Iteration 13F: 3 clusters Score -82166.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -165638.984375 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -165639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -163711.984375 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -163712 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -165168.125000 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -165168.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -165671.578125 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -165671.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -166032.328125 Penalty: 3534.539307
	Iteration 3F: 3 clusters Score -166032.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -166282.750000 Penalty: 3534.539307
	Iteration 4F: 3 clusters Score -166282.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -166531.218750 Penalty: 3534.539307
	Iteration 5Q: 3 clusters Score -166531.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -166685.250000 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -166685.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -166712.328125 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -166712.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166742.812500 Penalty: 3534.539307
	Iteration 8Q: 3 clusters Score -166742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -166818.125000 Penalty: 3534.539307
	Iteration 9Q: 3 clusters Score -166818.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -166997.906250 Penalty: 3534.539307
	Iteration 10Q: 3 clusters Score -166997.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -167310.750000 Penalty: 3534.539307
	Iteration 11Q: 3 clusters Score -167310.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -168991.078125 Penalty: 3534.539307
	Iteration 12Q: 3 clusters Score -168991.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -169357.984375 Penalty: 3534.539307
	Iteration 13F: 3 clusters Score -169358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -169654.375000 Penalty: 3534.539307
	Iteration 14Q: 3 clusters Score -169654.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -169760.906250 Penalty: 3534.539307
	Iteration 15Q: 3 clusters Score -169760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -169790.703125 Penalty: 3534.539307
	Iteration 16Q: 3 clusters Score -169790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -169790.703125 Penalty: 3534.539307
	Iteration 17F: 3 clusters Score -169790.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21751 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 106070 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3916 members 
Mstep: Class 19 contains 17389 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 103904 members 
Mstep: Class 29 contains 136931 members 
Mstep: Class 30 contains 18354 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 15001 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 378 members 
Entering Unmasked Estep 
Score: -86728488.000000 Penalty: 118243.585938
Splitting cluster 6 changes total score from -86725936.000000 to -86728488.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 7 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -255222.656250 Penalty: 1854.586182
	Iteration 0F: 2 clusters Score -255222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -252783.859375 Penalty: 3709.172363
	Iteration 0F: 3 clusters Score -252783.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -253251.015625 Penalty: 3709.172363
	Iteration 1F: 3 clusters Score -253251 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -253441.265625 Penalty: 3709.172363
	Iteration 2F: 3 clusters Score -253441.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -253625.546875 Penalty: 3709.172363
	Iteration 3F: 3 clusters Score -253625.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -253771.296875 Penalty: 3709.172363
	Iteration 4Q: 3 clusters Score -253771.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -253934.500000 Penalty: 3709.172363
	Iteration 5Q: 3 clusters Score -253934.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -254075.890625 Penalty: 3709.172363
	Iteration 6Q: 3 clusters Score -254075.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -254168.953125 Penalty: 3709.172363
	Iteration 7Q: 3 clusters Score -254169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254230.656250 Penalty: 3709.172363
	Iteration 8Q: 3 clusters Score -254230.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -254278.593750 Penalty: 3709.172363
	Iteration 9Q: 3 clusters Score -254278.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -254304.359375 Penalty: 3709.172363
	Iteration 10Q: 3 clusters Score -254304.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -254329.796875 Penalty: 3709.172363
	Iteration 11Q: 3 clusters Score -254329.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -254342.890625 Penalty: 3709.172363
	Iteration 12Q: 3 clusters Score -254342.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -254352.296875 Penalty: 3709.172363
	Iteration 13Q: 3 clusters Score -254352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254360.984375 Penalty: 3709.172363
	Iteration 14Q: 3 clusters Score -254361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -254365.281250 Penalty: 3709.172363
	Iteration 15Q: 3 clusters Score -254365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -254367.218750 Penalty: 3709.172363
	Iteration 16Q: 3 clusters Score -254367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -254369.125000 Penalty: 3709.172363
	Iteration 17Q: 3 clusters Score -254369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -254370.375000 Penalty: 3709.172363
	Iteration 18Q: 3 clusters Score -254370.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -254370.343750 Penalty: 3709.172363
	Iteration 19Q: 3 clusters Score -254370.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -254370.937500 Penalty: 3709.172363
	Iteration 20F: 3 clusters Score -254370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -254371.500000 Penalty: 3709.172363
	Iteration 21Q: 3 clusters Score -254371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -254371.812500 Penalty: 3709.172363
	Iteration 22Q: 3 clusters Score -254371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254372.531250 Penalty: 3709.172363
	Iteration 23Q: 3 clusters Score -254372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -254372.531250 Penalty: 3709.172363
	Iteration 24F: 3 clusters Score -254372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Entering Unmasked Estep 
Score: -5298074.500000 Penalty: 2588.948486
	Iteration 0F: 2 clusters Score -5298074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5274833.000000 Penalty: 5177.896973
	Iteration 0F: 3 clusters Score -5274833 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -5283061.000000 Penalty: 5177.896973
	Iteration 1F: 3 clusters Score -5283061 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -5283564.000000 Penalty: 5177.896973
	Iteration 2Q: 3 clusters Score -5283564 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5284094.000000 Penalty: 5177.896973
	Iteration 3Q: 3 clusters Score -5284094 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5284580.500000 Penalty: 5177.896973
	Iteration 4Q: 3 clusters Score -5284580 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5285127.000000 Penalty: 5177.896973
	Iteration 5Q: 3 clusters Score -5285127 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5285897.000000 Penalty: 5177.896973
	Iteration 6Q: 3 clusters Score -5285897 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -5286996.000000 Penalty: 5177.896973
	Iteration 7F: 3 clusters Score -5286996 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -5288396.500000 Penalty: 5177.896973
	Iteration 8F: 3 clusters Score -5288396 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -5290236.000000 Penalty: 5177.896973
	Iteration 9F: 3 clusters Score -5290236 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -5292091.500000 Penalty: 5177.896973
	Iteration 10F: 3 clusters Score -5292092 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -5293617.500000 Penalty: 5177.896973
	Iteration 11F: 3 clusters Score -5293618 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -5294554.000000 Penalty: 5177.896973
	Iteration 12Q: 3 clusters Score -5294554 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -5295096.000000 Penalty: 5177.896973
	Iteration 13Q: 3 clusters Score -5295096 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -5295388.000000 Penalty: 5177.896973
	Iteration 14Q: 3 clusters Score -5295388 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -5295550.000000 Penalty: 5177.896973
	Iteration 15Q: 3 clusters Score -5295550 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -5295635.000000 Penalty: 5177.896973
	Iteration 16Q: 3 clusters Score -5295635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -5295674.000000 Penalty: 5177.896973
	Iteration 17Q: 3 clusters Score -5295674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5295706.500000 Penalty: 5177.896973
	Iteration 18Q: 3 clusters Score -5295706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -5295744.500000 Penalty: 5177.896973
	Iteration 19Q: 3 clusters Score -5295744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -5295766.500000 Penalty: 5177.896973
	Iteration 20F: 3 clusters Score -5295766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -5295772.500000 Penalty: 5177.896973
	Iteration 21Q: 3 clusters Score -5295772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -5295779.000000 Penalty: 5177.896973
	Iteration 22Q: 3 clusters Score -5295779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5295794.000000 Penalty: 5177.896973
	Iteration 23Q: 3 clusters Score -5295794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5295796.000000 Penalty: 5177.896973
	Iteration 24Q: 3 clusters Score -5295796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5295797.000000 Penalty: 5177.896973
	Iteration 25Q: 3 clusters Score -5295797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -5295797.000000 Penalty: 5177.896973
	Iteration 26F: 3 clusters Score -5295797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -886483.875000 Penalty: 2155.737549
	Iteration 0F: 2 clusters Score -886483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -881379.437500 Penalty: 4311.475098
	Iteration 0F: 3 clusters Score -881379.4 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -882733.250000 Penalty: 4311.475098
	Iteration 1F: 3 clusters Score -882733.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -882989.625000 Penalty: 4311.475098
	Iteration 2F: 3 clusters Score -882989.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -883160.375000 Penalty: 4311.475098
	Iteration 3F: 3 clusters Score -883160.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -883276.312500 Penalty: 4311.475098
	Iteration 4Q: 3 clusters Score -883276.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -883358.312500 Penalty: 4311.475098
	Iteration 5Q: 3 clusters Score -883358.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -883438.312500 Penalty: 4311.475098
	Iteration 6Q: 3 clusters Score -883438.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -883518.937500 Penalty: 4311.475098
	Iteration 7Q: 3 clusters Score -883518.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -883606.562500 Penalty: 4311.475098
	Iteration 8Q: 3 clusters Score -883606.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -883692.937500 Penalty: 4311.475098
	Iteration 9Q: 3 clusters Score -883692.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -883763.625000 Penalty: 4311.475098
	Iteration 10Q: 3 clusters Score -883763.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -883824.625000 Penalty: 4311.475098
	Iteration 11Q: 3 clusters Score -883824.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -883873.312500 Penalty: 4311.475098
	Iteration 12Q: 3 clusters Score -883873.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -883909.875000 Penalty: 4311.475098
	Iteration 13Q: 3 clusters Score -883909.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -883949.875000 Penalty: 4311.475098
	Iteration 14Q: 3 clusters Score -883949.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -883980.875000 Penalty: 4311.475098
	Iteration 15Q: 3 clusters Score -883980.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -884002.875000 Penalty: 4311.475098
	Iteration 16Q: 3 clusters Score -884002.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -884030.187500 Penalty: 4311.475098
	Iteration 17Q: 3 clusters Score -884030.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -884060.000000 Penalty: 4311.475098
	Iteration 18Q: 3 clusters Score -884060 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -884084.062500 Penalty: 4311.475098
	Iteration 19Q: 3 clusters Score -884084.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -884123.000000 Penalty: 4311.475098
	Iteration 20F: 3 clusters Score -884123 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -884164.375000 Penalty: 4311.475098
	Iteration 21Q: 3 clusters Score -884164.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -884194.562500 Penalty: 4311.475098
	Iteration 22Q: 3 clusters Score -884194.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -884220.375000 Penalty: 4311.475098
	Iteration 23Q: 3 clusters Score -884220.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -884239.875000 Penalty: 4311.475098
	Iteration 24Q: 3 clusters Score -884239.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -884261.562500 Penalty: 4311.475098
	Iteration 25Q: 3 clusters Score -884261.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -884284.500000 Penalty: 4311.475098
	Iteration 26Q: 3 clusters Score -884284.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -884316.000000 Penalty: 4311.475098
	Iteration 27Q: 3 clusters Score -884316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -884357.687500 Penalty: 4311.475098
	Iteration 28Q: 3 clusters Score -884357.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -884395.500000 Penalty: 4311.475098
	Iteration 29Q: 3 clusters Score -884395.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -884430.437500 Penalty: 4311.475098
	Iteration 30Q: 3 clusters Score -884430.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -884467.812500 Penalty: 4311.475098
	Iteration 31Q: 3 clusters Score -884467.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -884510.000000 Penalty: 4311.475098
	Iteration 32Q: 3 clusters Score -884510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -884557.312500 Penalty: 4311.475098
	Iteration 33Q: 3 clusters Score -884557.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -884590.687500 Penalty: 4311.475098
	Iteration 34Q: 3 clusters Score -884590.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -884617.500000 Penalty: 4311.475098
	Iteration 35Q: 3 clusters Score -884617.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -884647.125000 Penalty: 4311.475098
	Iteration 36Q: 3 clusters Score -884647.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -884679.687500 Penalty: 4311.475098
	Iteration 37Q: 3 clusters Score -884679.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -884714.312500 Penalty: 4311.475098
	Iteration 38Q: 3 clusters Score -884714.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -884749.562500 Penalty: 4311.475098
	Iteration 39Q: 3 clusters Score -884749.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -884788.437500 Penalty: 4311.475098
	Iteration 40F: 3 clusters Score -884788.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -884817.750000 Penalty: 4311.475098
	Iteration 41Q: 3 clusters Score -884817.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -884847.375000 Penalty: 4311.475098
	Iteration 42Q: 3 clusters Score -884847.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -884870.000000 Penalty: 4311.475098
	Iteration 43Q: 3 clusters Score -884870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -884892.437500 Penalty: 4311.475098
	Iteration 44Q: 3 clusters Score -884892.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -884913.750000 Penalty: 4311.475098
	Iteration 45Q: 3 clusters Score -884913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -884924.625000 Penalty: 4311.475098
	Iteration 46Q: 3 clusters Score -884924.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -884938.937500 Penalty: 4311.475098
	Iteration 47Q: 3 clusters Score -884938.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -884950.687500 Penalty: 4311.475098
	Iteration 48Q: 3 clusters Score -884950.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -884962.500000 Penalty: 4311.475098
	Iteration 49Q: 3 clusters Score -884962.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -884970.312500 Penalty: 4311.475098
	Iteration 50Q: 3 clusters Score -884970.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -884979.625000 Penalty: 4311.475098
	Iteration 51Q: 3 clusters Score -884979.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -884987.812500 Penalty: 4311.475098
	Iteration 52Q: 3 clusters Score -884987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -884990.750000 Penalty: 4311.475098
	Iteration 53Q: 3 clusters Score -884990.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -884996.562500 Penalty: 4311.475098
	Iteration 54Q: 3 clusters Score -884996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -884999.062500 Penalty: 4311.475098
	Iteration 55Q: 3 clusters Score -884999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -885002.875000 Penalty: 4311.475098
	Iteration 56Q: 3 clusters Score -885002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -885005.062500 Penalty: 4311.475098
	Iteration 57Q: 3 clusters Score -885005.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -885006.562500 Penalty: 4311.475098
	Iteration 58Q: 3 clusters Score -885006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -885006.562500 Penalty: 4311.475098
	Iteration 59F: 3 clusters Score -885006.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -76931.960938 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -76931.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75502.164062 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -75502.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -75723.882812 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -75723.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75796.968750 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -75796.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -75882.328125 Penalty: 3117.854980
	Iteration 3Q: 3 clusters Score -75882.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75975.664062 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -75975.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -76048.648438 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -76048.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -76107.476562 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -76107.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -76158.898438 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -76158.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -76187.093750 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -76187.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -76211.531250 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -76211.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -76212.656250 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -76212.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -76212.656250 Penalty: 3117.854980
	Iteration 11F: 3 clusters Score -76212.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -964081.812500 Penalty: 2179.041260
	Iteration 0F: 2 clusters Score -964081.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -958619.312500 Penalty: 4358.082520
	Iteration 0F: 3 clusters Score -958619.3 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -960074.500000 Penalty: 4358.082520
	Iteration 1F: 3 clusters Score -960074.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -960381.187500 Penalty: 4358.082520
	Iteration 2F: 3 clusters Score -960381.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -960594.000000 Penalty: 4358.082520
	Iteration 3F: 3 clusters Score -960594 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -960742.812500 Penalty: 4358.082520
	Iteration 4Q: 3 clusters Score -960742.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -960885.250000 Penalty: 4358.082520
	Iteration 5Q: 3 clusters Score -960885.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -961004.187500 Penalty: 4358.082520
	Iteration 6Q: 3 clusters Score -961004.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -961129.250000 Penalty: 4358.082520
	Iteration 7Q: 3 clusters Score -961129.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -961261.875000 Penalty: 4358.082520
	Iteration 8Q: 3 clusters Score -961261.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -961390.625000 Penalty: 4358.082520
	Iteration 9Q: 3 clusters Score -961390.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -961520.437500 Penalty: 4358.082520
	Iteration 10Q: 3 clusters Score -961520.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -961668.000000 Penalty: 4358.082520
	Iteration 11Q: 3 clusters Score -961668 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -961830.375000 Penalty: 4358.082520
	Iteration 12Q: 3 clusters Score -961830.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -961974.875000 Penalty: 4358.082520
	Iteration 13Q: 3 clusters Score -961974.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -962116.125000 Penalty: 4358.082520
	Iteration 14Q: 3 clusters Score -962116.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -962259.375000 Penalty: 4358.082520
	Iteration 15Q: 3 clusters Score -962259.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -962416.625000 Penalty: 4358.082520
	Iteration 16Q: 3 clusters Score -962416.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -962551.500000 Penalty: 4358.082520
	Iteration 17Q: 3 clusters Score -962551.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -962702.062500 Penalty: 4358.082520
	Iteration 18Q: 3 clusters Score -962702.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -962863.500000 Penalty: 4358.082520
	Iteration 19Q: 3 clusters Score -962863.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -963031.062500 Penalty: 4358.082520
	Iteration 20F: 3 clusters Score -963031.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -963189.312500 Penalty: 4358.082520
	Iteration 21Q: 3 clusters Score -963189.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -963302.875000 Penalty: 4358.082520
	Iteration 22Q: 3 clusters Score -963302.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -963377.687500 Penalty: 4358.082520
	Iteration 23Q: 3 clusters Score -963377.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -963432.937500 Penalty: 4358.082520
	Iteration 24Q: 3 clusters Score -963432.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -963469.812500 Penalty: 4358.082520
	Iteration 25Q: 3 clusters Score -963469.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -963510.687500 Penalty: 4358.082520
	Iteration 26Q: 3 clusters Score -963510.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -963534.250000 Penalty: 4358.082520
	Iteration 27Q: 3 clusters Score -963534.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -963552.562500 Penalty: 4358.082520
	Iteration 28Q: 3 clusters Score -963552.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -963566.062500 Penalty: 4358.082520
	Iteration 29Q: 3 clusters Score -963566.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -963575.875000 Penalty: 4358.082520
	Iteration 30Q: 3 clusters Score -963575.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -963584.437500 Penalty: 4358.082520
	Iteration 31Q: 3 clusters Score -963584.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -963592.562500 Penalty: 4358.082520
	Iteration 32Q: 3 clusters Score -963592.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -963598.437500 Penalty: 4358.082520
	Iteration 33Q: 3 clusters Score -963598.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -963606.875000 Penalty: 4358.082520
	Iteration 34Q: 3 clusters Score -963606.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -963613.000000 Penalty: 4358.082520
	Iteration 35Q: 3 clusters Score -963613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -963616.750000 Penalty: 4358.082520
	Iteration 36Q: 3 clusters Score -963616.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -963623.187500 Penalty: 4358.082520
	Iteration 37Q: 3 clusters Score -963623.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -963627.062500 Penalty: 4358.082520
	Iteration 38Q: 3 clusters Score -963627.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -963633.187500 Penalty: 4358.082520
	Iteration 39Q: 3 clusters Score -963633.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -963640.437500 Penalty: 4358.082520
	Iteration 40F: 3 clusters Score -963640.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -963643.187500 Penalty: 4358.082520
	Iteration 41Q: 3 clusters Score -963643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -963650.187500 Penalty: 4358.082520
	Iteration 42Q: 3 clusters Score -963650.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -963654.937500 Penalty: 4358.082520
	Iteration 43Q: 3 clusters Score -963654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -963659.937500 Penalty: 4358.082520
	Iteration 44Q: 3 clusters Score -963659.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -963662.125000 Penalty: 4358.082520
	Iteration 45Q: 3 clusters Score -963662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -963665.500000 Penalty: 4358.082520
	Iteration 46Q: 3 clusters Score -963665.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -963666.062500 Penalty: 4358.082520
	Iteration 47Q: 3 clusters Score -963666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -963671.937500 Penalty: 4358.082520
	Iteration 48Q: 3 clusters Score -963671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -963675.062500 Penalty: 4358.082520
	Iteration 49Q: 3 clusters Score -963675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -963676.312500 Penalty: 4358.082520
	Iteration 50Q: 3 clusters Score -963676.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -963678.375000 Penalty: 4358.082520
	Iteration 51Q: 3 clusters Score -963678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -963682.375000 Penalty: 4358.082520
	Iteration 52Q: 3 clusters Score -963682.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -963682.875000 Penalty: 4358.082520
	Iteration 53Q: 3 clusters Score -963682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -963685.750000 Penalty: 4358.082520
	Iteration 54Q: 3 clusters Score -963685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -963689.875000 Penalty: 4358.082520
	Iteration 55Q: 3 clusters Score -963689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -963690.312500 Penalty: 4358.082520
	Iteration 56Q: 3 clusters Score -963690.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -963690.500000 Penalty: 4358.082520
	Iteration 57Q: 3 clusters Score -963690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -963692.812500 Penalty: 4358.082520
	Iteration 58Q: 3 clusters Score -963692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -963694.312500 Penalty: 4358.082520
	Iteration 59Q: 3 clusters Score -963694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -963694.500000 Penalty: 4358.082520
	Iteration 60F: 3 clusters Score -963694.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -963697.125000 Penalty: 4358.082520
	Iteration 61Q: 3 clusters Score -963697.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -963698.187500 Penalty: 4358.082520
	Iteration 62Q: 3 clusters Score -963698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -963700.062500 Penalty: 4358.082520
	Iteration 63Q: 3 clusters Score -963700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -963701.687500 Penalty: 4358.082520
	Iteration 64Q: 3 clusters Score -963701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -963701.250000 Penalty: 4358.082520
	Iteration 65Q: 3 clusters Score -963701.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -963702.437500 Penalty: 4358.082520
	Iteration 66Q: 3 clusters Score -963702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -963702.437500 Penalty: 4358.082520
	Iteration 67F: 3 clusters Score -963702.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106070 members 
Entering Unmasked Estep 
Score: -16729408.000000 Penalty: 2869.819824
	Iteration 0F: 2 clusters Score -1.672941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -16660627.000000 Penalty: 5739.639648
	Iteration 0F: 3 clusters Score -1.666063e+07 nChanged 50034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -16689385.000000 Penalty: 5739.639648
	Iteration 1F: 3 clusters Score -1.668938e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -16690289.000000 Penalty: 5739.639648
	Iteration 2Q: 3 clusters Score -1.669029e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -16691539.000000 Penalty: 5739.639648
	Iteration 3Q: 3 clusters Score -1.669154e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -16693226.000000 Penalty: 5739.639648
	Iteration 4Q: 3 clusters Score -1.669323e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -16695542.000000 Penalty: 5739.639648
	Iteration 5Q: 3 clusters Score -1.669554e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -16698499.000000 Penalty: 5739.639648
	Iteration 6F: 3 clusters Score -1.66985e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -16702082.000000 Penalty: 5739.639648
	Iteration 7F: 3 clusters Score -1.670208e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -16706483.000000 Penalty: 5739.639648
	Iteration 8F: 3 clusters Score -1.670648e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -16710688.000000 Penalty: 5739.639648
	Iteration 9F: 3 clusters Score -1.671069e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -16713640.000000 Penalty: 5739.639648
	Iteration 10F: 3 clusters Score -1.671364e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -16714959.000000 Penalty: 5739.639648
	Iteration 11Q: 3 clusters Score -1.671496e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -16715480.000000 Penalty: 5739.639648
	Iteration 12Q: 3 clusters Score -1.671548e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -16715782.000000 Penalty: 5739.639648
	Iteration 13Q: 3 clusters Score -1.671578e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -16715953.000000 Penalty: 5739.639648
	Iteration 14Q: 3 clusters Score -1.671595e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -16716159.000000 Penalty: 5739.639648
	Iteration 15Q: 3 clusters Score -1.671616e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -16716387.000000 Penalty: 5739.639648
	Iteration 16Q: 3 clusters Score -1.671639e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -16716581.000000 Penalty: 5739.639648
	Iteration 17Q: 3 clusters Score -1.671658e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -16716814.000000 Penalty: 5739.639648
	Iteration 18Q: 3 clusters Score -1.671681e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -16716995.000000 Penalty: 5739.639648
	Iteration 19Q: 3 clusters Score -1.6717e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -16717130.000000 Penalty: 5739.639648
	Iteration 20F: 3 clusters Score -1.671713e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -16717430.000000 Penalty: 5739.639648
	Iteration 21Q: 3 clusters Score -1.671743e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -16717737.000000 Penalty: 5739.639648
	Iteration 22Q: 3 clusters Score -1.671774e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -16718125.000000 Penalty: 5739.639648
	Iteration 23Q: 3 clusters Score -1.671812e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -16718447.000000 Penalty: 5739.639648
	Iteration 24Q: 3 clusters Score -1.671845e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66153 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -16718836.000000 Penalty: 5739.639648
	Iteration 25Q: 3 clusters Score -1.671884e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67561 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -16719343.000000 Penalty: 5739.639648
	Iteration 26Q: 3 clusters Score -1.671934e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -16719868.000000 Penalty: 5739.639648
	Iteration 27Q: 3 clusters Score -1.671987e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -16720361.000000 Penalty: 5739.639648
	Iteration 28Q: 3 clusters Score -1.672036e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -16720904.000000 Penalty: 5739.639648
	Iteration 29Q: 3 clusters Score -1.67209e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74117 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -16721614.000000 Penalty: 5739.639648
	Iteration 30Q: 3 clusters Score -1.672161e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75728 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -16722271.000000 Penalty: 5739.639648
	Iteration 31Q: 3 clusters Score -1.672227e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -16722965.000000 Penalty: 5739.639648
	Iteration 32Q: 3 clusters Score -1.672296e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -16723445.000000 Penalty: 5739.639648
	Iteration 33Q: 3 clusters Score -1.672344e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -16723856.000000 Penalty: 5739.639648
	Iteration 34Q: 3 clusters Score -1.672386e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -16724256.000000 Penalty: 5739.639648
	Iteration 35Q: 3 clusters Score -1.672426e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -16724515.000000 Penalty: 5739.639648
	Iteration 36Q: 3 clusters Score -1.672452e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -16724752.000000 Penalty: 5739.639648
	Iteration 37Q: 3 clusters Score -1.672475e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -16725063.000000 Penalty: 5739.639648
	Iteration 38Q: 3 clusters Score -1.672506e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -16725317.000000 Penalty: 5739.639648
	Iteration 39Q: 3 clusters Score -1.672532e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -16725475.000000 Penalty: 5739.639648
	Iteration 40F: 3 clusters Score -1.672548e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86948 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -16725662.000000 Penalty: 5739.639648
	Iteration 41Q: 3 clusters Score -1.672566e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -16725855.000000 Penalty: 5739.639648
	Iteration 42Q: 3 clusters Score -1.672586e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -16725994.000000 Penalty: 5739.639648
	Iteration 43Q: 3 clusters Score -1.672599e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -16726197.000000 Penalty: 5739.639648
	Iteration 44Q: 3 clusters Score -1.67262e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -16726366.000000 Penalty: 5739.639648
	Iteration 45Q: 3 clusters Score -1.672637e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -16726481.000000 Penalty: 5739.639648
	Iteration 46Q: 3 clusters Score -1.672648e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -16726607.000000 Penalty: 5739.639648
	Iteration 47Q: 3 clusters Score -1.672661e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -16726740.000000 Penalty: 5739.639648
	Iteration 48Q: 3 clusters Score -1.672674e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -16726878.000000 Penalty: 5739.639648
	Iteration 49Q: 3 clusters Score -1.672688e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93500 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -16727031.000000 Penalty: 5739.639648
	Iteration 50Q: 3 clusters Score -1.672703e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -16727251.000000 Penalty: 5739.639648
	Iteration 51Q: 3 clusters Score -1.672725e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94938 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -16727398.000000 Penalty: 5739.639648
	Iteration 52Q: 3 clusters Score -1.67274e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95636 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -16727623.000000 Penalty: 5739.639648
	Iteration 53Q: 3 clusters Score -1.672762e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -16727753.000000 Penalty: 5739.639648
	Iteration 54Q: 3 clusters Score -1.672775e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -16727846.000000 Penalty: 5739.639648
	Iteration 55Q: 3 clusters Score -1.672785e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97428 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -16727964.000000 Penalty: 5739.639648
	Iteration 56Q: 3 clusters Score -1.672796e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -16728046.000000 Penalty: 5739.639648
	Iteration 57Q: 3 clusters Score -1.672805e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -16728122.000000 Penalty: 5739.639648
	Iteration 58Q: 3 clusters Score -1.672812e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -16728098.000000 Penalty: 5739.639648
	Iteration 59Q: 3 clusters Score -1.67281e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -16728179.000000 Penalty: 5739.639648
	Iteration 60F: 3 clusters Score -1.672818e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -16728192.000000 Penalty: 5739.639648
	Iteration 61Q: 3 clusters Score -1.672819e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99915 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -16728198.000000 Penalty: 5739.639648
	Iteration 62Q: 3 clusters Score -1.67282e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -16728246.000000 Penalty: 5739.639648
	Iteration 63Q: 3 clusters Score -1.672825e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -16728262.000000 Penalty: 5739.639648
	Iteration 64Q: 3 clusters Score -1.672826e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -16728255.000000 Penalty: 5739.639648
	Iteration 65Q: 3 clusters Score -1.672826e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -16728321.000000 Penalty: 5739.639648
	Iteration 66Q: 3 clusters Score -1.672832e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101420 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -16728349.000000 Penalty: 5739.639648
	Iteration 67Q: 3 clusters Score -1.672835e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101654 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -16728402.000000 Penalty: 5739.639648
	Iteration 68Q: 3 clusters Score -1.67284e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -16728408.000000 Penalty: 5739.639648
	Iteration 69Q: 3 clusters Score -1.672841e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -16728359.000000 Penalty: 5739.639648
	Iteration 70Q: 3 clusters Score -1.672836e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102132 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -16728382.000000 Penalty: 5739.639648
	Iteration 71Q: 3 clusters Score -1.672838e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102270 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -16728375.000000 Penalty: 5739.639648
	Iteration 72Q: 3 clusters Score -1.672838e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102400 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -16728422.000000 Penalty: 5739.639648
	Iteration 73Q: 3 clusters Score -1.672842e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102500 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -16728384.000000 Penalty: 5739.639648
	Iteration 74Q: 3 clusters Score -1.672838e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -16728372.000000 Penalty: 5739.639648
	Iteration 75Q: 3 clusters Score -1.672837e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -16728366.000000 Penalty: 5739.639648
	Iteration 76Q: 3 clusters Score -1.672837e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -16728379.000000 Penalty: 5739.639648
	Iteration 77Q: 3 clusters Score -1.672838e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102855 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -16728352.000000 Penalty: 5739.639648
	Iteration 78Q: 3 clusters Score -1.672835e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102929 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -16728334.000000 Penalty: 5739.639648
	Iteration 79Q: 3 clusters Score -1.672833e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102989 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -16728332.000000 Penalty: 5739.639648
	Iteration 80F: 3 clusters Score -1.672833e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -16728347.000000 Penalty: 5739.639648
	Iteration 81Q: 3 clusters Score -1.672835e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103110 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -16728344.000000 Penalty: 5739.639648
	Iteration 82Q: 3 clusters Score -1.672834e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -16728344.000000 Penalty: 5739.639648
	Iteration 83Q: 3 clusters Score -1.672834e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -16728321.000000 Penalty: 5739.639648
	Iteration 84Q: 3 clusters Score -1.672832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103247 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -16728333.000000 Penalty: 5739.639648
	Iteration 85Q: 3 clusters Score -1.672833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -16728340.000000 Penalty: 5739.639648
	Iteration 86Q: 3 clusters Score -1.672834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -16728337.000000 Penalty: 5739.639648
	Iteration 87Q: 3 clusters Score -1.672834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103302 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -16728337.000000 Penalty: 5739.639648
	Iteration 88Q: 3 clusters Score -1.672834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103320 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -16728328.000000 Penalty: 5739.639648
	Iteration 89Q: 3 clusters Score -1.672833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -16728320.000000 Penalty: 5739.639648
	Iteration 90Q: 3 clusters Score -1.672832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103343 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -16728295.000000 Penalty: 5739.639648
	Iteration 91Q: 3 clusters Score -1.67283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -16728301.000000 Penalty: 5739.639648
	Iteration 92Q: 3 clusters Score -1.67283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -16728295.000000 Penalty: 5739.639648
	Iteration 93Q: 3 clusters Score -1.67283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -16728299.000000 Penalty: 5739.639648
	Iteration 94Q: 3 clusters Score -1.67283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -16728300.000000 Penalty: 5739.639648
	Iteration 95Q: 3 clusters Score -1.67283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103378 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -16728294.000000 Penalty: 5739.639648
	Iteration 96Q: 3 clusters Score -1.672829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103383 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -16728298.000000 Penalty: 5739.639648
	Iteration 97Q: 3 clusters Score -1.67283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -16728293.000000 Penalty: 5739.639648
	Iteration 98Q: 3 clusters Score -1.672829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -16728299.000000 Penalty: 5739.639648
	Iteration 99Q: 3 clusters Score -1.67283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103393 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -16728300.000000 Penalty: 5739.639648
	Iteration 100F: 3 clusters Score -1.67283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -16728282.000000 Penalty: 5739.639648
	Iteration 101Q: 3 clusters Score -1.672828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -16728294.000000 Penalty: 5739.639648
	Iteration 102Q: 3 clusters Score -1.672829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -16728302.000000 Penalty: 5739.639648
	Iteration 103Q: 3 clusters Score -1.67283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -16728288.000000 Penalty: 5739.639648
	Iteration 104Q: 3 clusters Score -1.672829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103416 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -16728294.000000 Penalty: 5739.639648
	Iteration 105Q: 3 clusters Score -1.672829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -16728292.000000 Penalty: 5739.639648
	Iteration 106Q: 3 clusters Score -1.672829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -16728290.000000 Penalty: 5739.639648
	Iteration 107Q: 3 clusters Score -1.672829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103431 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -16728305.000000 Penalty: 5739.639648
	Iteration 108Q: 3 clusters Score -1.67283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -16728293.000000 Penalty: 5739.639648
	Iteration 109Q: 3 clusters Score -1.672829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -16728300.000000 Penalty: 5739.639648
	Iteration 110Q: 3 clusters Score -1.67283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -16728303.000000 Penalty: 5739.639648
	Iteration 111Q: 3 clusters Score -1.67283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -16728305.000000 Penalty: 5739.639648
	Iteration 112Q: 3 clusters Score -1.67283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -16728311.000000 Penalty: 5739.639648
	Iteration 113Q: 3 clusters Score -1.672831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103517 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -16728316.000000 Penalty: 5739.639648
	Iteration 114Q: 3 clusters Score -1.672832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -16728328.000000 Penalty: 5739.639648
	Iteration 115Q: 3 clusters Score -1.672833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103552 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -16728316.000000 Penalty: 5739.639648
	Iteration 116Q: 3 clusters Score -1.672832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103572 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -16728319.000000 Penalty: 5739.639648
	Iteration 117Q: 3 clusters Score -1.672832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -16728336.000000 Penalty: 5739.639648
	Iteration 118Q: 3 clusters Score -1.672834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -16728338.000000 Penalty: 5739.639648
	Iteration 119Q: 3 clusters Score -1.672834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -16728328.000000 Penalty: 5739.639648
	Iteration 120F: 3 clusters Score -1.672833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -16728313.000000 Penalty: 5739.639648
	Iteration 121Q: 3 clusters Score -1.672831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -16728313.000000 Penalty: 5739.639648
	Iteration 122Q: 3 clusters Score -1.672831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -16728317.000000 Penalty: 5739.639648
	Iteration 123Q: 3 clusters Score -1.672832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103670 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -16728315.000000 Penalty: 5739.639648
	Iteration 124Q: 3 clusters Score -1.672832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103676 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -16728327.000000 Penalty: 5739.639648
	Iteration 125Q: 3 clusters Score -1.672833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -16728345.000000 Penalty: 5739.639648
	Iteration 126Q: 3 clusters Score -1.672834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103690 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -16728332.000000 Penalty: 5739.639648
	Iteration 127Q: 3 clusters Score -1.672833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103698 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -16728329.000000 Penalty: 5739.639648
	Iteration 128Q: 3 clusters Score -1.672833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103706 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -16728320.000000 Penalty: 5739.639648
	Iteration 129Q: 3 clusters Score -1.672832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -16728317.000000 Penalty: 5739.639648
	Iteration 130Q: 3 clusters Score -1.672832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103715 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -16728318.000000 Penalty: 5739.639648
	Iteration 131Q: 3 clusters Score -1.672832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -16728323.000000 Penalty: 5739.639648
	Iteration 132Q: 3 clusters Score -1.672832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -16728329.000000 Penalty: 5739.639648
	Iteration 133Q: 3 clusters Score -1.672833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -16728334.000000 Penalty: 5739.639648
	Iteration 134Q: 3 clusters Score -1.672833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -16728327.000000 Penalty: 5739.639648
	Iteration 135Q: 3 clusters Score -1.672833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103725 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -16728324.000000 Penalty: 5739.639648
	Iteration 136Q: 3 clusters Score -1.672832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -16728332.000000 Penalty: 5739.639648
	Iteration 137Q: 3 clusters Score -1.672833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103727 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -16728331.000000 Penalty: 5739.639648
	Iteration 138Q: 3 clusters Score -1.672833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103727 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -16728331.000000 Penalty: 5739.639648
	Iteration 139F: 3 clusters Score -1.672833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -389590.281250 Penalty: 1950.661865
	Iteration 0F: 2 clusters Score -389590.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -386635.375000 Penalty: 3901.323730
	Iteration 0F: 3 clusters Score -386635.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -387300.625000 Penalty: 3901.323730
	Iteration 1F: 3 clusters Score -387300.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -387658.937500 Penalty: 3901.323730
	Iteration 2F: 3 clusters Score -387658.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -387953.312500 Penalty: 3901.323730
	Iteration 3F: 3 clusters Score -387953.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -388224.812500 Penalty: 3901.323730
	Iteration 4F: 3 clusters Score -388224.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -388507.812500 Penalty: 3901.323730
	Iteration 5F: 3 clusters Score -388507.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -388700.656250 Penalty: 3901.323730
	Iteration 6F: 3 clusters Score -388700.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -388814.093750 Penalty: 3901.323730
	Iteration 7Q: 3 clusters Score -388814.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -388898.156250 Penalty: 3901.323730
	Iteration 8Q: 3 clusters Score -388898.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -388941.656250 Penalty: 3901.323730
	Iteration 9Q: 3 clusters Score -388941.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -388965.750000 Penalty: 3901.323730
	Iteration 10Q: 3 clusters Score -388965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -388979.500000 Penalty: 3901.323730
	Iteration 11Q: 3 clusters Score -388979.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -388987.500000 Penalty: 3901.323730
	Iteration 12Q: 3 clusters Score -388987.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -388992.406250 Penalty: 3901.323730
	Iteration 13Q: 3 clusters Score -388992.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -388996.250000 Penalty: 3901.323730
	Iteration 14Q: 3 clusters Score -388996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -388997.812500 Penalty: 3901.323730
	Iteration 15Q: 3 clusters Score -388997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -388997.812500 Penalty: 3901.323730
	Iteration 16F: 3 clusters Score -388997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Entering Unmasked Estep 
Score: -3382307.500000 Penalty: 2478.594727
	Iteration 0F: 2 clusters Score -3382308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3367157.250000 Penalty: 4957.189453
	Iteration 0F: 3 clusters Score -3367157 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3372257.000000 Penalty: 4957.189453
	Iteration 1F: 3 clusters Score -3372257 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3372707.750000 Penalty: 4957.189453
	Iteration 2F: 3 clusters Score -3372708 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3373148.750000 Penalty: 4957.189453
	Iteration 3Q: 3 clusters Score -3373149 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3373646.750000 Penalty: 4957.189453
	Iteration 4Q: 3 clusters Score -3373647 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3374229.500000 Penalty: 4957.189453
	Iteration 5F: 3 clusters Score -3374230 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -3375076.000000 Penalty: 4957.189453
	Iteration 6F: 3 clusters Score -3375076 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3376154.750000 Penalty: 4957.189453
	Iteration 7F: 3 clusters Score -3376155 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3377408.000000 Penalty: 4957.189453
	Iteration 8F: 3 clusters Score -3377408 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3378469.500000 Penalty: 4957.189453
	Iteration 9F: 3 clusters Score -3378470 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3379200.250000 Penalty: 4957.189453
	Iteration 10Q: 3 clusters Score -3379200 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3379596.500000 Penalty: 4957.189453
	Iteration 11Q: 3 clusters Score -3379596 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3379804.750000 Penalty: 4957.189453
	Iteration 12Q: 3 clusters Score -3379805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3379902.750000 Penalty: 4957.189453
	Iteration 13Q: 3 clusters Score -3379903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3379950.250000 Penalty: 4957.189453
	Iteration 14Q: 3 clusters Score -3379950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3379986.500000 Penalty: 4957.189453
	Iteration 15Q: 3 clusters Score -3379986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3380026.000000 Penalty: 4957.189453
	Iteration 16Q: 3 clusters Score -3380026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3380053.000000 Penalty: 4957.189453
	Iteration 17Q: 3 clusters Score -3380053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3380070.000000 Penalty: 4957.189453
	Iteration 18Q: 3 clusters Score -3380070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3380075.500000 Penalty: 4957.189453
	Iteration 19Q: 3 clusters Score -3380076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3380092.000000 Penalty: 4957.189453
	Iteration 20F: 3 clusters Score -3380092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3380099.000000 Penalty: 4957.189453
	Iteration 21Q: 3 clusters Score -3380099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3380099.750000 Penalty: 4957.189453
	Iteration 22Q: 3 clusters Score -3380100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3380101.750000 Penalty: 4957.189453
	Iteration 23Q: 3 clusters Score -3380102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3380110.250000 Penalty: 4957.189453
	Iteration 24Q: 3 clusters Score -3380110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3380112.250000 Penalty: 4957.189453
	Iteration 25Q: 3 clusters Score -3380112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3380119.250000 Penalty: 4957.189453
	Iteration 26Q: 3 clusters Score -3380119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3380124.500000 Penalty: 4957.189453
	Iteration 27Q: 3 clusters Score -3380124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3380124.750000 Penalty: 4957.189453
	Iteration 28Q: 3 clusters Score -3380125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3380126.500000 Penalty: 4957.189453
	Iteration 29Q: 3 clusters Score -3380126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3380128.250000 Penalty: 4957.189453
	Iteration 30Q: 3 clusters Score -3380128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3380128.250000 Penalty: 4957.189453
	Iteration 31F: 3 clusters Score -3380128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Entering Unmasked Estep 
Score: -393721.125000 Penalty: 1955.748169
	Iteration 0F: 2 clusters Score -393721.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -390706.968750 Penalty: 3911.496338
	Iteration 0F: 3 clusters Score -390707 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -391349.750000 Penalty: 3911.496338
	Iteration 1F: 3 clusters Score -391349.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -391527.531250 Penalty: 3911.496338
	Iteration 2F: 3 clusters Score -391527.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -391635.343750 Penalty: 3911.496338
	Iteration 3F: 3 clusters Score -391635.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -391722.125000 Penalty: 3911.496338
	Iteration 4Q: 3 clusters Score -391722.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -391786.625000 Penalty: 3911.496338
	Iteration 5Q: 3 clusters Score -391786.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -391843.250000 Penalty: 3911.496338
	Iteration 6Q: 3 clusters Score -391843.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -391895.031250 Penalty: 3911.496338
	Iteration 7Q: 3 clusters Score -391895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -391938.593750 Penalty: 3911.496338
	Iteration 8Q: 3 clusters Score -391938.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -391969.093750 Penalty: 3911.496338
	Iteration 9Q: 3 clusters Score -391969.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -391995.656250 Penalty: 3911.496338
	Iteration 10Q: 3 clusters Score -391995.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -392012.625000 Penalty: 3911.496338
	Iteration 11Q: 3 clusters Score -392012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -392025.437500 Penalty: 3911.496338
	Iteration 12Q: 3 clusters Score -392025.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -392037.000000 Penalty: 3911.496338
	Iteration 13Q: 3 clusters Score -392037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -392044.000000 Penalty: 3911.496338
	Iteration 14Q: 3 clusters Score -392044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -392050.406250 Penalty: 3911.496338
	Iteration 15Q: 3 clusters Score -392050.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -392055.562500 Penalty: 3911.496338
	Iteration 16Q: 3 clusters Score -392055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -392057.000000 Penalty: 3911.496338
	Iteration 17Q: 3 clusters Score -392057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -392060.437500 Penalty: 3911.496338
	Iteration 18Q: 3 clusters Score -392060.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -392066.031250 Penalty: 3911.496338
	Iteration 19Q: 3 clusters Score -392066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -392072.875000 Penalty: 3911.496338
	Iteration 20F: 3 clusters Score -392072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -392075.500000 Penalty: 3911.496338
	Iteration 21Q: 3 clusters Score -392075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -392078.437500 Penalty: 3911.496338
	Iteration 22Q: 3 clusters Score -392078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -392080.781250 Penalty: 3911.496338
	Iteration 23Q: 3 clusters Score -392080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -392081.437500 Penalty: 3911.496338
	Iteration 24Q: 3 clusters Score -392081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -392080.937500 Penalty: 3911.496338
	Iteration 25Q: 3 clusters Score -392080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -392082.718750 Penalty: 3911.496338
	Iteration 26Q: 3 clusters Score -392082.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -392084.812500 Penalty: 3911.496338
	Iteration 27Q: 3 clusters Score -392084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -392086.031250 Penalty: 3911.496338
	Iteration 28Q: 3 clusters Score -392086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -392086.156250 Penalty: 3911.496338
	Iteration 29Q: 3 clusters Score -392086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -392086.875000 Penalty: 3911.496338
	Iteration 30Q: 3 clusters Score -392086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -392087.562500 Penalty: 3911.496338
	Iteration 31Q: 3 clusters Score -392087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -392088.156250 Penalty: 3911.496338
	Iteration 32Q: 3 clusters Score -392088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -392088.031250 Penalty: 3911.496338
	Iteration 33Q: 3 clusters Score -392088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -392088.031250 Penalty: 3911.496338
	Iteration 34F: 3 clusters Score -392088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Entering Unmasked Estep 
Score: -934767.437500 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -934767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -929695.125000 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -929695.1 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -931012.187500 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -931012.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -931229.625000 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -931229.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -931389.687500 Penalty: 4304.516602
	Iteration 3F: 3 clusters Score -931389.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -931511.437500 Penalty: 4304.516602
	Iteration 4Q: 3 clusters Score -931511.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -931600.187500 Penalty: 4304.516602
	Iteration 5Q: 3 clusters Score -931600.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -931685.062500 Penalty: 4304.516602
	Iteration 6Q: 3 clusters Score -931685.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -931770.437500 Penalty: 4304.516602
	Iteration 7Q: 3 clusters Score -931770.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -931879.312500 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -931879.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -932015.125000 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -932015.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -932150.375000 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -932150.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -932259.812500 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -932259.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -932342.562500 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -932342.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -932407.500000 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -932407.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -932475.062500 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -932475.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -932553.000000 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -932553 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -932626.687500 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -932626.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -932689.375000 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -932689.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -932744.875000 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -932744.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -932796.625000 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -932796.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -932847.562500 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -932847.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -932891.562500 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -932891.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -932935.125000 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -932935.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -932963.437500 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -932963.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -932988.187500 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -932988.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -933013.812500 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -933013.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -933031.312500 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -933031.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -933036.187500 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -933036.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -933043.937500 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -933043.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -933050.250000 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -933050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -933056.437500 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -933056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -933065.312500 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -933065.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -933071.750000 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -933071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -933076.250000 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -933076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -933078.812500 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -933078.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -933088.562500 Penalty: 4304.516602
	Iteration 35Q: 3 clusters Score -933088.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -933092.562500 Penalty: 4304.516602
	Iteration 36Q: 3 clusters Score -933092.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -933099.937500 Penalty: 4304.516602
	Iteration 37Q: 3 clusters Score -933099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -933101.625000 Penalty: 4304.516602
	Iteration 38Q: 3 clusters Score -933101.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -933102.875000 Penalty: 4304.516602
	Iteration 39Q: 3 clusters Score -933102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -933102.687500 Penalty: 4304.516602
	Iteration 40F: 3 clusters Score -933102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -113418.968750 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -113419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -111685.484375 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -111685.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112192.515625 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -112192.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -112429.812500 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -112429.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112562.039062 Penalty: 3407.031006
	Iteration 3F: 3 clusters Score -112562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112663.062500 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -112663.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112770.859375 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -112770.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -112874.960938 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -112875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112964.812500 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -112964.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -112994.281250 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -112994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113025.953125 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -113026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -113042.015625 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -113042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -113053.578125 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -113053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -113075.609375 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -113075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -113084.726562 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -113084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -113089.921875 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -113089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -113091.320312 Penalty: 3407.031006
	Iteration 15Q: 3 clusters Score -113091.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -113100.710938 Penalty: 3407.031006
	Iteration 16F: 3 clusters Score -113100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -113125.460938 Penalty: 3407.031006
	Iteration 17Q: 3 clusters Score -113125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113140.406250 Penalty: 3407.031006
	Iteration 18Q: 3 clusters Score -113140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -113166.226562 Penalty: 3407.031006
	Iteration 19Q: 3 clusters Score -113166.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -113196.898438 Penalty: 3407.031006
	Iteration 20F: 3 clusters Score -113196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -113216.562500 Penalty: 3407.031006
	Iteration 21Q: 3 clusters Score -113216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113235.132812 Penalty: 3407.031006
	Iteration 22Q: 3 clusters Score -113235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -113240.632812 Penalty: 3407.031006
	Iteration 23Q: 3 clusters Score -113240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113241.765625 Penalty: 3407.031006
	Iteration 24Q: 3 clusters Score -113241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -113241.765625 Penalty: 3407.031006
	Iteration 25F: 3 clusters Score -113241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -573741.625000 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -573741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -570014.625000 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -570014.6 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -571245.875000 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -571245.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -572005.687500 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -572005.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -572650.750000 Penalty: 4103.321777
	Iteration 3F: 3 clusters Score -572650.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -573091.750000 Penalty: 4103.321777
	Iteration 4F: 3 clusters Score -573091.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -573319.750000 Penalty: 4103.321777
	Iteration 5F: 3 clusters Score -573319.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -573447.500000 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -573447.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -573521.375000 Penalty: 4103.321777
	Iteration 7Q: 3 clusters Score -573521.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -573586.375000 Penalty: 4103.321777
	Iteration 8Q: 3 clusters Score -573586.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -573643.750000 Penalty: 4103.321777
	Iteration 9Q: 3 clusters Score -573643.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -573687.937500 Penalty: 4103.321777
	Iteration 10Q: 3 clusters Score -573687.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -573715.750000 Penalty: 4103.321777
	Iteration 11Q: 3 clusters Score -573715.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -573736.562500 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -573736.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -573750.562500 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -573750.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -573755.687500 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -573755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -573755.500000 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -573755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -573758.125000 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -573758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -573760.375000 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -573760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -573762.125000 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -573762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -573761.562500 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -573761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -573761.562500 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -573761.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21751 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 106070 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 17389 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 103904 members 
Mstep: Class 29 contains 136931 members 
Mstep: Class 30 contains 18354 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 15001 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 845 members 
Entering Unmasked Estep 
Score: -86727424.000000 Penalty: 121528.132812
Splitting cluster 18 changes total score from -86725936.000000 to -86727424.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (17389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Entering Unmasked Estep 
Score: -2692314.750000 Penalty: 2421.371094
	Iteration 0F: 2 clusters Score -2692315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2679850.250000 Penalty: 4842.742188
	Iteration 0F: 3 clusters Score -2679850 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2683869.750000 Penalty: 4842.742188
	Iteration 1F: 3 clusters Score -2683870 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2684372.750000 Penalty: 4842.742188
	Iteration 2F: 3 clusters Score -2684373 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2684985.250000 Penalty: 4842.742188
	Iteration 3F: 3 clusters Score -2684985 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2685890.750000 Penalty: 4842.742188
	Iteration 4F: 3 clusters Score -2685891 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2687058.750000 Penalty: 4842.742188
	Iteration 5F: 3 clusters Score -2687059 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2688255.500000 Penalty: 4842.742188
	Iteration 6F: 3 clusters Score -2688256 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2689395.250000 Penalty: 4842.742188
	Iteration 7F: 3 clusters Score -2689395 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2690247.000000 Penalty: 4842.742188
	Iteration 8F: 3 clusters Score -2690247 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2690796.750000 Penalty: 4842.742188
	Iteration 9Q: 3 clusters Score -2690797 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2691158.750000 Penalty: 4842.742188
	Iteration 10Q: 3 clusters Score -2691159 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2691414.250000 Penalty: 4842.742188
	Iteration 11Q: 3 clusters Score -2691414 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2691644.750000 Penalty: 4842.742188
	Iteration 12Q: 3 clusters Score -2691645 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2691828.750000 Penalty: 4842.742188
	Iteration 13Q: 3 clusters Score -2691829 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2691957.750000 Penalty: 4842.742188
	Iteration 14Q: 3 clusters Score -2691958 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2692049.750000 Penalty: 4842.742188
	Iteration 15Q: 3 clusters Score -2692050 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2692117.000000 Penalty: 4842.742188
	Iteration 16Q: 3 clusters Score -2692117 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2692177.250000 Penalty: 4842.742188
	Iteration 17Q: 3 clusters Score -2692177 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2692214.500000 Penalty: 4842.742188
	Iteration 18Q: 3 clusters Score -2692214 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2692239.000000 Penalty: 4842.742188
	Iteration 19Q: 3 clusters Score -2692239 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2692257.500000 Penalty: 4842.742188
	Iteration 20F: 3 clusters Score -2692258 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2692272.750000 Penalty: 4842.742188
	Iteration 21Q: 3 clusters Score -2692273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2692308.500000 Penalty: 4842.742188
	Iteration 22Q: 3 clusters Score -2692308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2692320.250000 Penalty: 4842.742188
	Iteration 23Q: 3 clusters Score -2692320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2692327.750000 Penalty: 4842.742188
	Iteration 24Q: 3 clusters Score -2692328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2692348.750000 Penalty: 4842.742188
	Iteration 25Q: 3 clusters Score -2692349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2692375.750000 Penalty: 4842.742188
	Iteration 26Q: 3 clusters Score -2692376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2692396.750000 Penalty: 4842.742188
	Iteration 27Q: 3 clusters Score -2692397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2692426.000000 Penalty: 4842.742188
	Iteration 28Q: 3 clusters Score -2692426 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2692438.000000 Penalty: 4842.742188
	Iteration 29Q: 3 clusters Score -2692438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2692459.250000 Penalty: 4842.742188
	Iteration 30Q: 3 clusters Score -2692459 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2692475.750000 Penalty: 4842.742188
	Iteration 31Q: 3 clusters Score -2692476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2692507.500000 Penalty: 4842.742188
	Iteration 32Q: 3 clusters Score -2692508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2692547.500000 Penalty: 4842.742188
	Iteration 33Q: 3 clusters Score -2692548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2692601.250000 Penalty: 4842.742188
	Iteration 34Q: 3 clusters Score -2692601 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2692654.750000 Penalty: 4842.742188
	Iteration 35Q: 3 clusters Score -2692655 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2692709.000000 Penalty: 4842.742188
	Iteration 36Q: 3 clusters Score -2692709 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2692769.000000 Penalty: 4842.742188
	Iteration 37Q: 3 clusters Score -2692769 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2692818.500000 Penalty: 4842.742188
	Iteration 38Q: 3 clusters Score -2692818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2692858.250000 Penalty: 4842.742188
	Iteration 39Q: 3 clusters Score -2692858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2692888.750000 Penalty: 4842.742188
	Iteration 40F: 3 clusters Score -2692889 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2692921.250000 Penalty: 4842.742188
	Iteration 41Q: 3 clusters Score -2692921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2692957.750000 Penalty: 4842.742188
	Iteration 42Q: 3 clusters Score -2692958 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2692989.750000 Penalty: 4842.742188
	Iteration 43Q: 3 clusters Score -2692990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2693018.750000 Penalty: 4842.742188
	Iteration 44Q: 3 clusters Score -2693019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2693035.750000 Penalty: 4842.742188
	Iteration 45Q: 3 clusters Score -2693036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2693044.000000 Penalty: 4842.742188
	Iteration 46Q: 3 clusters Score -2693044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2693051.750000 Penalty: 4842.742188
	Iteration 47Q: 3 clusters Score -2693052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2693060.500000 Penalty: 4842.742188
	Iteration 48Q: 3 clusters Score -2693060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2693059.000000 Penalty: 4842.742188
	Iteration 49Q: 3 clusters Score -2693059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2693073.250000 Penalty: 4842.742188
	Iteration 50Q: 3 clusters Score -2693073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2693080.750000 Penalty: 4842.742188
	Iteration 51Q: 3 clusters Score -2693081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2693085.250000 Penalty: 4842.742188
	Iteration 52Q: 3 clusters Score -2693085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2693088.000000 Penalty: 4842.742188
	Iteration 53Q: 3 clusters Score -2693088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2693100.500000 Penalty: 4842.742188
	Iteration 54Q: 3 clusters Score -2693100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2693105.250000 Penalty: 4842.742188
	Iteration 55Q: 3 clusters Score -2693105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2693104.750000 Penalty: 4842.742188
	Iteration 56Q: 3 clusters Score -2693105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2693107.500000 Penalty: 4842.742188
	Iteration 57Q: 3 clusters Score -2693108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2693109.750000 Penalty: 4842.742188
	Iteration 58Q: 3 clusters Score -2693110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2693114.000000 Penalty: 4842.742188
	Iteration 59Q: 3 clusters Score -2693114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2693124.250000 Penalty: 4842.742188
	Iteration 60F: 3 clusters Score -2693124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2693127.750000 Penalty: 4842.742188
	Iteration 61Q: 3 clusters Score -2693128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2693128.500000 Penalty: 4842.742188
	Iteration 62Q: 3 clusters Score -2693128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2693130.750000 Penalty: 4842.742188
	Iteration 63Q: 3 clusters Score -2693131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2693134.500000 Penalty: 4842.742188
	Iteration 64Q: 3 clusters Score -2693134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2693136.500000 Penalty: 4842.742188
	Iteration 65Q: 3 clusters Score -2693136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2693134.250000 Penalty: 4842.742188
	Iteration 66Q: 3 clusters Score -2693134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2693138.250000 Penalty: 4842.742188
	Iteration 67Q: 3 clusters Score -2693138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2693143.500000 Penalty: 4842.742188
	Iteration 68Q: 3 clusters Score -2693144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2693149.500000 Penalty: 4842.742188
	Iteration 69Q: 3 clusters Score -2693150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2693144.500000 Penalty: 4842.742188
	Iteration 70Q: 3 clusters Score -2693144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2693146.250000 Penalty: 4842.742188
	Iteration 71Q: 3 clusters Score -2693146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2693151.500000 Penalty: 4842.742188
	Iteration 72Q: 3 clusters Score -2693152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2693149.000000 Penalty: 4842.742188
	Iteration 73Q: 3 clusters Score -2693149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2693146.750000 Penalty: 4842.742188
	Iteration 74Q: 3 clusters Score -2693147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2693148.500000 Penalty: 4842.742188
	Iteration 75Q: 3 clusters Score -2693148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2693150.750000 Penalty: 4842.742188
	Iteration 76Q: 3 clusters Score -2693151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2693150.500000 Penalty: 4842.742188
	Iteration 77Q: 3 clusters Score -2693150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2693152.500000 Penalty: 4842.742188
	Iteration 78Q: 3 clusters Score -2693152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2693149.500000 Penalty: 4842.742188
	Iteration 79Q: 3 clusters Score -2693150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2693149.500000 Penalty: 4842.742188
	Iteration 80F: 3 clusters Score -2693150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21751 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 106070 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 103904 members 
Mstep: Class 29 contains 136931 members 
Mstep: Class 30 contains 18354 members 
Mstep: Class 31 contains 322 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 15001 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 845 members 
Mstep: Class 38 contains 8755 members 
Entering Unmasked Estep 
Score: -86727432.000000 Penalty: 124812.671875
Splitting cluster 19 changes total score from -86725936.000000 to -86727432.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Entering Unmasked Estep 
Score: -40281.464844 Penalty: 1467.885620
	Iteration 0F: 2 clusters Score -40281.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39102.585938 Penalty: 2935.771240
	Iteration 0F: 3 clusters Score -39102.59 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39335.343750 Penalty: 2935.771240
	Iteration 1F: 3 clusters Score -39335.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39444.636719 Penalty: 2935.771240
	Iteration 2F: 3 clusters Score -39444.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39508.917969 Penalty: 2935.771240
	Iteration 3F: 3 clusters Score -39508.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39555.613281 Penalty: 2935.771240
	Iteration 4Q: 3 clusters Score -39555.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39632.660156 Penalty: 2935.771240
	Iteration 5Q: 3 clusters Score -39632.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39721.210938 Penalty: 2935.771240
	Iteration 6Q: 3 clusters Score -39721.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39813.550781 Penalty: 2935.771240
	Iteration 7Q: 3 clusters Score -39813.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39894.160156 Penalty: 2935.771240
	Iteration 8Q: 3 clusters Score -39894.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39912.097656 Penalty: 2935.771240
	Iteration 9Q: 3 clusters Score -39912.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39929.300781 Penalty: 2935.771240
	Iteration 10Q: 3 clusters Score -39929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39972.011719 Penalty: 2935.771240
	Iteration 11Q: 3 clusters Score -39972.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39989.277344 Penalty: 2935.771240
	Iteration 12Q: 3 clusters Score -39989.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39989.667969 Penalty: 2935.771240
	Iteration 13F: 3 clusters Score -39989.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40026.058594 Penalty: 2935.771240
	Iteration 14Q: 3 clusters Score -40026.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40051.339844 Penalty: 2935.771240
	Iteration 15Q: 3 clusters Score -40051.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40093.113281 Penalty: 2935.771240
	Iteration 16Q: 3 clusters Score -40093.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40115.898438 Penalty: 2935.771240
	Iteration 17Q: 3 clusters Score -40115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40167.359375 Penalty: 2935.771240
	Iteration 18Q: 3 clusters Score -40167.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40195.199219 Penalty: 2935.771240
	Iteration 19Q: 3 clusters Score -40195.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40200.562500 Penalty: 2935.771240
	Iteration 20F: 3 clusters Score -40200.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Entering Unmasked Estep 
Score: -2051958.000000 Penalty: 2355.930664
	Iteration 0F: 2 clusters Score -2051958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2042255.125000 Penalty: 4711.861328
	Iteration 0F: 3 clusters Score -2042255 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2045696.125000 Penalty: 4711.861328
	Iteration 1F: 3 clusters Score -2045696 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2046743.125000 Penalty: 4711.861328
	Iteration 2F: 3 clusters Score -2046743 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2047865.125000 Penalty: 4711.861328
	Iteration 3F: 3 clusters Score -2047865 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2048896.500000 Penalty: 4711.861328
	Iteration 4F: 3 clusters Score -2048896 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2049736.750000 Penalty: 4711.861328
	Iteration 5F: 3 clusters Score -2049737 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2050284.750000 Penalty: 4711.861328
	Iteration 6F: 3 clusters Score -2050285 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2050627.625000 Penalty: 4711.861328
	Iteration 7Q: 3 clusters Score -2050628 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2050832.000000 Penalty: 4711.861328
	Iteration 8Q: 3 clusters Score -2050832 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2050983.375000 Penalty: 4711.861328
	Iteration 9Q: 3 clusters Score -2050983 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2051088.000000 Penalty: 4711.861328
	Iteration 10Q: 3 clusters Score -2051088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2051138.500000 Penalty: 4711.861328
	Iteration 11Q: 3 clusters Score -2051138 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2051190.375000 Penalty: 4711.861328
	Iteration 12Q: 3 clusters Score -2051190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2051221.000000 Penalty: 4711.861328
	Iteration 13Q: 3 clusters Score -2051221 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2051248.250000 Penalty: 4711.861328
	Iteration 14Q: 3 clusters Score -2051248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2051275.375000 Penalty: 4711.861328
	Iteration 15Q: 3 clusters Score -2051275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2051297.625000 Penalty: 4711.861328
	Iteration 16Q: 3 clusters Score -2051298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2051311.250000 Penalty: 4711.861328
	Iteration 17Q: 3 clusters Score -2051311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2051326.750000 Penalty: 4711.861328
	Iteration 18Q: 3 clusters Score -2051327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2051344.750000 Penalty: 4711.861328
	Iteration 19Q: 3 clusters Score -2051345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2051351.375000 Penalty: 4711.861328
	Iteration 20F: 3 clusters Score -2051351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2051356.000000 Penalty: 4711.861328
	Iteration 21Q: 3 clusters Score -2051356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2051362.875000 Penalty: 4711.861328
	Iteration 22Q: 3 clusters Score -2051363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2051365.625000 Penalty: 4711.861328
	Iteration 23Q: 3 clusters Score -2051366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2051372.000000 Penalty: 4711.861328
	Iteration 24Q: 3 clusters Score -2051372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2051374.625000 Penalty: 4711.861328
	Iteration 25Q: 3 clusters Score -2051375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2051371.250000 Penalty: 4711.861328
	Iteration 26Q: 3 clusters Score -2051371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2051371.625000 Penalty: 4711.861328
	Iteration 27Q: 3 clusters Score -2051372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2051371.125000 Penalty: 4711.861328
	Iteration 28Q: 3 clusters Score -2051371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2051370.125000 Penalty: 4711.861328
	Iteration 29Q: 3 clusters Score -2051370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2051370.875000 Penalty: 4711.861328
	Iteration 30Q: 3 clusters Score -2051371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2051373.250000 Penalty: 4711.861328
	Iteration 31Q: 3 clusters Score -2051373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2051373.875000 Penalty: 4711.861328
	Iteration 32Q: 3 clusters Score -2051374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2051373.750000 Penalty: 4711.861328
	Iteration 33Q: 3 clusters Score -2051374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2051373.500000 Penalty: 4711.861328
	Iteration 34Q: 3 clusters Score -2051374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2051375.125000 Penalty: 4711.861328
	Iteration 35Q: 3 clusters Score -2051375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2051371.750000 Penalty: 4711.861328
	Iteration 36Q: 3 clusters Score -2051372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2051371.500000 Penalty: 4711.861328
	Iteration 37Q: 3 clusters Score -2051372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2051372.000000 Penalty: 4711.861328
	Iteration 38Q: 3 clusters Score -2051372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2051372.625000 Penalty: 4711.861328
	Iteration 39Q: 3 clusters Score -2051373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2051372.625000 Penalty: 4711.861328
	Iteration 40F: 3 clusters Score -2051373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -1047205.250000 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -1047205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1041689.937500 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -1041690 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1043176.125000 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -1043176 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1043530.187500 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -1043530 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1043836.250000 Penalty: 4364.183105
	Iteration 3F: 3 clusters Score -1043836 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1044130.687500 Penalty: 4364.183105
	Iteration 4F: 3 clusters Score -1044131 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1044421.750000 Penalty: 4364.183105
	Iteration 5F: 3 clusters Score -1044422 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1044676.312500 Penalty: 4364.183105
	Iteration 6F: 3 clusters Score -1044676 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1044922.000000 Penalty: 4364.183105
	Iteration 7F: 3 clusters Score -1044922 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1045105.125000 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -1045105 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1045252.187500 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -1045252 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1045375.625000 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -1045376 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1045462.250000 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -1045462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1045531.812500 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -1045532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1045576.500000 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -1045576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1045607.687500 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -1045608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1045633.375000 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -1045633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1045657.375000 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -1045657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1045677.812500 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -1045678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1045706.812500 Penalty: 4364.183105
	Iteration 18Q: 3 clusters Score -1045707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1045723.062500 Penalty: 4364.183105
	Iteration 19Q: 3 clusters Score -1045723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1045735.687500 Penalty: 4364.183105
	Iteration 20F: 3 clusters Score -1045736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1045745.187500 Penalty: 4364.183105
	Iteration 21Q: 3 clusters Score -1045745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1045750.062500 Penalty: 4364.183105
	Iteration 22Q: 3 clusters Score -1045750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1045754.000000 Penalty: 4364.183105
	Iteration 23Q: 3 clusters Score -1045754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1045756.250000 Penalty: 4364.183105
	Iteration 24Q: 3 clusters Score -1045756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1045760.625000 Penalty: 4364.183105
	Iteration 25Q: 3 clusters Score -1045761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1045760.625000 Penalty: 4364.183105
	Iteration 26Q: 3 clusters Score -1045761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1045761.125000 Penalty: 4364.183105
	Iteration 27Q: 3 clusters Score -1045761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1045761.125000 Penalty: 4364.183105
	Iteration 28F: 3 clusters Score -1045761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -84283.539062 Penalty: 1589.315186
	Iteration 0F: 2 clusters Score -84283.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82723.226562 Penalty: 3178.630371
	Iteration 0F: 3 clusters Score -82723.23 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83043.312500 Penalty: 3178.630371
	Iteration 1F: 3 clusters Score -83043.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83204.703125 Penalty: 3178.630371
	Iteration 2F: 3 clusters Score -83204.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83325.906250 Penalty: 3178.630371
	Iteration 3F: 3 clusters Score -83325.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83444.843750 Penalty: 3178.630371
	Iteration 4Q: 3 clusters Score -83444.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83545.773438 Penalty: 3178.630371
	Iteration 5F: 3 clusters Score -83545.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83620.984375 Penalty: 3178.630371
	Iteration 6Q: 3 clusters Score -83620.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83648.835938 Penalty: 3178.630371
	Iteration 7Q: 3 clusters Score -83648.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83674.312500 Penalty: 3178.630371
	Iteration 8Q: 3 clusters Score -83674.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83694.593750 Penalty: 3178.630371
	Iteration 9Q: 3 clusters Score -83694.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83701.531250 Penalty: 3178.630371
	Iteration 10Q: 3 clusters Score -83701.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83704.000000 Penalty: 3178.630371
	Iteration 11Q: 3 clusters Score -83704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83706.726562 Penalty: 3178.630371
	Iteration 12Q: 3 clusters Score -83706.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83706.726562 Penalty: 3178.630371
	Iteration 13F: 3 clusters Score -83706.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -1302812.875000 Penalty: 2248.742188
	Iteration 0F: 2 clusters Score -1302813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1295973.125000 Penalty: 4497.484375
	Iteration 0F: 3 clusters Score -1295973 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1297846.250000 Penalty: 4497.484375
	Iteration 1F: 3 clusters Score -1297846 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1298183.500000 Penalty: 4497.484375
	Iteration 2F: 3 clusters Score -1298184 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1298406.125000 Penalty: 4497.484375
	Iteration 3F: 3 clusters Score -1298406 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1298556.750000 Penalty: 4497.484375
	Iteration 4Q: 3 clusters Score -1298557 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1298660.625000 Penalty: 4497.484375
	Iteration 5Q: 3 clusters Score -1298661 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1298731.500000 Penalty: 4497.484375
	Iteration 6Q: 3 clusters Score -1298732 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1298796.000000 Penalty: 4497.484375
	Iteration 7Q: 3 clusters Score -1298796 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1298864.125000 Penalty: 4497.484375
	Iteration 8Q: 3 clusters Score -1298864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1298939.375000 Penalty: 4497.484375
	Iteration 9Q: 3 clusters Score -1298939 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1299018.500000 Penalty: 4497.484375
	Iteration 10Q: 3 clusters Score -1299018 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1299086.125000 Penalty: 4497.484375
	Iteration 11Q: 3 clusters Score -1299086 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1299157.500000 Penalty: 4497.484375
	Iteration 12Q: 3 clusters Score -1299158 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1299226.750000 Penalty: 4497.484375
	Iteration 13Q: 3 clusters Score -1299227 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1299293.250000 Penalty: 4497.484375
	Iteration 14Q: 3 clusters Score -1299293 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1299358.125000 Penalty: 4497.484375
	Iteration 15Q: 3 clusters Score -1299358 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1299426.000000 Penalty: 4497.484375
	Iteration 16Q: 3 clusters Score -1299426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1299507.875000 Penalty: 4497.484375
	Iteration 17Q: 3 clusters Score -1299508 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1299584.625000 Penalty: 4497.484375
	Iteration 18Q: 3 clusters Score -1299585 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1299656.000000 Penalty: 4497.484375
	Iteration 19Q: 3 clusters Score -1299656 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1299739.625000 Penalty: 4497.484375
	Iteration 20F: 3 clusters Score -1299740 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1299823.250000 Penalty: 4497.484375
	Iteration 21Q: 3 clusters Score -1299823 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1299920.375000 Penalty: 4497.484375
	Iteration 22Q: 3 clusters Score -1299920 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1300019.500000 Penalty: 4497.484375
	Iteration 23Q: 3 clusters Score -1300020 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1300129.875000 Penalty: 4497.484375
	Iteration 24Q: 3 clusters Score -1300130 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1300248.750000 Penalty: 4497.484375
	Iteration 25Q: 3 clusters Score -1300249 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1300375.875000 Penalty: 4497.484375
	Iteration 26Q: 3 clusters Score -1300376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1300502.000000 Penalty: 4497.484375
	Iteration 27Q: 3 clusters Score -1300502 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1300623.375000 Penalty: 4497.484375
	Iteration 28Q: 3 clusters Score -1300623 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1300739.000000 Penalty: 4497.484375
	Iteration 29Q: 3 clusters Score -1300739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1300835.500000 Penalty: 4497.484375
	Iteration 30Q: 3 clusters Score -1300836 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1300896.250000 Penalty: 4497.484375
	Iteration 31Q: 3 clusters Score -1300896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1300943.750000 Penalty: 4497.484375
	Iteration 32Q: 3 clusters Score -1300944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1300978.500000 Penalty: 4497.484375
	Iteration 33Q: 3 clusters Score -1300978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1301008.500000 Penalty: 4497.484375
	Iteration 34Q: 3 clusters Score -1301008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1301031.875000 Penalty: 4497.484375
	Iteration 35Q: 3 clusters Score -1301032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1301037.875000 Penalty: 4497.484375
	Iteration 36Q: 3 clusters Score -1301038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1301044.625000 Penalty: 4497.484375
	Iteration 37Q: 3 clusters Score -1301045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1301043.500000 Penalty: 4497.484375
	Iteration 38Q: 3 clusters Score -1301044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1301047.125000 Penalty: 4497.484375
	Iteration 39Q: 3 clusters Score -1301047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1301046.625000 Penalty: 4497.484375
	Iteration 40F: 3 clusters Score -1301047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1301047.875000 Penalty: 4497.484375
	Iteration 41Q: 3 clusters Score -1301048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1301047.750000 Penalty: 4497.484375
	Iteration 42Q: 3 clusters Score -1301048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1301049.500000 Penalty: 4497.484375
	Iteration 43Q: 3 clusters Score -1301050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1301053.000000 Penalty: 4497.484375
	Iteration 44Q: 3 clusters Score -1301053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1301055.125000 Penalty: 4497.484375
	Iteration 45Q: 3 clusters Score -1301055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1301058.375000 Penalty: 4497.484375
	Iteration 46Q: 3 clusters Score -1301058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1301060.500000 Penalty: 4497.484375
	Iteration 47Q: 3 clusters Score -1301060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1301059.625000 Penalty: 4497.484375
	Iteration 48Q: 3 clusters Score -1301060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1301059.250000 Penalty: 4497.484375
	Iteration 49Q: 3 clusters Score -1301059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1301059.250000 Penalty: 4497.484375
	Iteration 50F: 3 clusters Score -1301059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Entering Unmasked Estep 
Score: -304750.187500 Penalty: 1875.673706
	Iteration 0F: 2 clusters Score -304750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -302169.781250 Penalty: 3751.347412
	Iteration 0F: 3 clusters Score -302169.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -302613.500000 Penalty: 3751.347412
	Iteration 1F: 3 clusters Score -302613.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302717.500000 Penalty: 3751.347412
	Iteration 2F: 3 clusters Score -302717.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -302754.781250 Penalty: 3751.347412
	Iteration 3Q: 3 clusters Score -302754.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -302780.875000 Penalty: 3751.347412
	Iteration 4Q: 3 clusters Score -302780.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -302804.000000 Penalty: 3751.347412
	Iteration 5Q: 3 clusters Score -302804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -302830.375000 Penalty: 3751.347412
	Iteration 6Q: 3 clusters Score -302830.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -302847.187500 Penalty: 3751.347412
	Iteration 7Q: 3 clusters Score -302847.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -302857.125000 Penalty: 3751.347412
	Iteration 8Q: 3 clusters Score -302857.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302865.500000 Penalty: 3751.347412
	Iteration 9Q: 3 clusters Score -302865.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -302869.875000 Penalty: 3751.347412
	Iteration 10Q: 3 clusters Score -302869.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302877.937500 Penalty: 3751.347412
	Iteration 11Q: 3 clusters Score -302877.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -302883.375000 Penalty: 3751.347412
	Iteration 12Q: 3 clusters Score -302883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -302889.250000 Penalty: 3751.347412
	Iteration 13Q: 3 clusters Score -302889.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -302897.156250 Penalty: 3751.347412
	Iteration 14Q: 3 clusters Score -302897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -302897.875000 Penalty: 3751.347412
	Iteration 15Q: 3 clusters Score -302897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -302897.875000 Penalty: 3751.347412
	Iteration 16F: 3 clusters Score -302897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Entering Unmasked Estep 
Score: -277863.781250 Penalty: 1867.692017
	Iteration 0F: 2 clusters Score -277863.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -275302.750000 Penalty: 3735.384033
	Iteration 0F: 3 clusters Score -275302.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -275838.500000 Penalty: 3735.384033
	Iteration 1F: 3 clusters Score -275838.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -276055.718750 Penalty: 3735.384033
	Iteration 2F: 3 clusters Score -276055.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -276211.156250 Penalty: 3735.384033
	Iteration 3F: 3 clusters Score -276211.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -276336.375000 Penalty: 3735.384033
	Iteration 4F: 3 clusters Score -276336.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -276448.343750 Penalty: 3735.384033
	Iteration 5Q: 3 clusters Score -276448.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -276533.031250 Penalty: 3735.384033
	Iteration 6Q: 3 clusters Score -276533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -276586.906250 Penalty: 3735.384033
	Iteration 7Q: 3 clusters Score -276586.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -276630.031250 Penalty: 3735.384033
	Iteration 8Q: 3 clusters Score -276630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -276662.031250 Penalty: 3735.384033
	Iteration 9Q: 3 clusters Score -276662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -276693.156250 Penalty: 3735.384033
	Iteration 10Q: 3 clusters Score -276693.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -276715.500000 Penalty: 3735.384033
	Iteration 11Q: 3 clusters Score -276715.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -276730.000000 Penalty: 3735.384033
	Iteration 12Q: 3 clusters Score -276730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -276740.843750 Penalty: 3735.384033
	Iteration 13Q: 3 clusters Score -276740.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -276747.812500 Penalty: 3735.384033
	Iteration 14Q: 3 clusters Score -276747.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -276753.187500 Penalty: 3735.384033
	Iteration 15Q: 3 clusters Score -276753.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -276761.187500 Penalty: 3735.384033
	Iteration 16Q: 3 clusters Score -276761.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -276770.718750 Penalty: 3735.384033
	Iteration 17Q: 3 clusters Score -276770.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -276779.093750 Penalty: 3735.384033
	Iteration 18Q: 3 clusters Score -276779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -276788.218750 Penalty: 3735.384033
	Iteration 19Q: 3 clusters Score -276788.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -276792.437500 Penalty: 3735.384033
	Iteration 20F: 3 clusters Score -276792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -276792.968750 Penalty: 3735.384033
	Iteration 21Q: 3 clusters Score -276793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -276792.968750 Penalty: 3735.384033
	Iteration 22F: 3 clusters Score -276793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -390185.718750 Penalty: 1937.670410
	Iteration 0F: 2 clusters Score -390185.7 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 1203 members 
Entering Unmasked Estep 
Score: -387256.468750 Penalty: 3875.340820
	Iteration 0F: 3 clusters Score -387256.5 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -387807.093750 Penalty: 3875.340820
	Iteration 1F: 3 clusters Score -387807.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -387954.593750 Penalty: 3875.340820
	Iteration 2F: 3 clusters Score -387954.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -388033.812500 Penalty: 3875.340820
	Iteration 3Q: 3 clusters Score -388033.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -388082.000000 Penalty: 3875.340820
	Iteration 4Q: 3 clusters Score -388082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -388110.062500 Penalty: 3875.340820
	Iteration 5Q: 3 clusters Score -388110.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -388128.343750 Penalty: 3875.340820
	Iteration 6Q: 3 clusters Score -388128.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -388144.406250 Penalty: 3875.340820
	Iteration 7Q: 3 clusters Score -388144.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -388159.000000 Penalty: 3875.340820
	Iteration 8Q: 3 clusters Score -388159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -388167.562500 Penalty: 3875.340820
	Iteration 9Q: 3 clusters Score -388167.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -388183.531250 Penalty: 3875.340820
	Iteration 10Q: 3 clusters Score -388183.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -388193.468750 Penalty: 3875.340820
	Iteration 11Q: 3 clusters Score -388193.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -388197.843750 Penalty: 3875.340820
	Iteration 12Q: 3 clusters Score -388197.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -388204.406250 Penalty: 3875.340820
	Iteration 13Q: 3 clusters Score -388204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -388206.500000 Penalty: 3875.340820
	Iteration 14Q: 3 clusters Score -388206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -388209.031250 Penalty: 3875.340820
	Iteration 15Q: 3 clusters Score -388209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -388212.218750 Penalty: 3875.340820
	Iteration 16Q: 3 clusters Score -388212.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -388217.406250 Penalty: 3875.340820
	Iteration 17Q: 3 clusters Score -388217.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -388223.000000 Penalty: 3875.340820
	Iteration 18Q: 3 clusters Score -388223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -388227.718750 Penalty: 3875.340820
	Iteration 19Q: 3 clusters Score -388227.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -388237.812500 Penalty: 3875.340820
	Iteration 20F: 3 clusters Score -388237.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -388247.781250 Penalty: 3875.340820
	Iteration 21Q: 3 clusters Score -388247.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -388254.281250 Penalty: 3875.340820
	Iteration 22Q: 3 clusters Score -388254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -388259.031250 Penalty: 3875.340820
	Iteration 23Q: 3 clusters Score -388259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -388263.468750 Penalty: 3875.340820
	Iteration 24Q: 3 clusters Score -388263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -388267.031250 Penalty: 3875.340820
	Iteration 25Q: 3 clusters Score -388267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -388271.531250 Penalty: 3875.340820
	Iteration 26Q: 3 clusters Score -388271.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -388276.937500 Penalty: 3875.340820
	Iteration 27Q: 3 clusters Score -388276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -388281.500000 Penalty: 3875.340820
	Iteration 28Q: 3 clusters Score -388281.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -388286.625000 Penalty: 3875.340820
	Iteration 29Q: 3 clusters Score -388286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -388291.125000 Penalty: 3875.340820
	Iteration 30Q: 3 clusters Score -388291.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -388295.968750 Penalty: 3875.340820
	Iteration 31Q: 3 clusters Score -388296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -388300.906250 Penalty: 3875.340820
	Iteration 32Q: 3 clusters Score -388300.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -388305.687500 Penalty: 3875.340820
	Iteration 33Q: 3 clusters Score -388305.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -388310.875000 Penalty: 3875.340820
	Iteration 34Q: 3 clusters Score -388310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -388316.687500 Penalty: 3875.340820
	Iteration 35Q: 3 clusters Score -388316.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -388322.343750 Penalty: 3875.340820
	Iteration 36Q: 3 clusters Score -388322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -388326.750000 Penalty: 3875.340820
	Iteration 37Q: 3 clusters Score -388326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -388330.750000 Penalty: 3875.340820
	Iteration 38Q: 3 clusters Score -388330.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -388336.468750 Penalty: 3875.340820
	Iteration 39Q: 3 clusters Score -388336.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -388338.156250 Penalty: 3875.340820
	Iteration 40F: 3 clusters Score -388338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -388343.312500 Penalty: 3875.340820
	Iteration 41Q: 3 clusters Score -388343.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -388348.843750 Penalty: 3875.340820
	Iteration 42Q: 3 clusters Score -388348.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -388359.156250 Penalty: 3875.340820
	Iteration 43Q: 3 clusters Score -388359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -388366.687500 Penalty: 3875.340820
	Iteration 44Q: 3 clusters Score -388366.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -388373.125000 Penalty: 3875.340820
	Iteration 45Q: 3 clusters Score -388373.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -388380.531250 Penalty: 3875.340820
	Iteration 46Q: 3 clusters Score -388380.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -388386.593750 Penalty: 3875.340820
	Iteration 47Q: 3 clusters Score -388386.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -388391.437500 Penalty: 3875.340820
	Iteration 48Q: 3 clusters Score -388391.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -388396.156250 Penalty: 3875.340820
	Iteration 49Q: 3 clusters Score -388396.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -388401.750000 Penalty: 3875.340820
	Iteration 50Q: 3 clusters Score -388401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -388410.500000 Penalty: 3875.340820
	Iteration 51Q: 3 clusters Score -388410.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -388419.781250 Penalty: 3875.340820
	Iteration 52Q: 3 clusters Score -388419.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -388432.812500 Penalty: 3875.340820
	Iteration 53Q: 3 clusters Score -388432.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -388441.906250 Penalty: 3875.340820
	Iteration 54Q: 3 clusters Score -388441.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -388447.750000 Penalty: 3875.340820
	Iteration 55Q: 3 clusters Score -388447.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -388453.687500 Penalty: 3875.340820
	Iteration 56Q: 3 clusters Score -388453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -388459.718750 Penalty: 3875.340820
	Iteration 57Q: 3 clusters Score -388459.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -388465.875000 Penalty: 3875.340820
	Iteration 58Q: 3 clusters Score -388465.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -388472.187500 Penalty: 3875.340820
	Iteration 59Q: 3 clusters Score -388472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -388478.093750 Penalty: 3875.340820
	Iteration 60F: 3 clusters Score -388478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -388485.156250 Penalty: 3875.340820
	Iteration 61Q: 3 clusters Score -388485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -388488.218750 Penalty: 3875.340820
	Iteration 62Q: 3 clusters Score -388488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -388489.562500 Penalty: 3875.340820
	Iteration 63Q: 3 clusters Score -388489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -388491.375000 Penalty: 3875.340820
	Iteration 64Q: 3 clusters Score -388491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -388492.968750 Penalty: 3875.340820
	Iteration 65Q: 3 clusters Score -388493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -388494.968750 Penalty: 3875.340820
	Iteration 66Q: 3 clusters Score -388495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -388496.218750 Penalty: 3875.340820
	Iteration 67Q: 3 clusters Score -388496.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -388498.093750 Penalty: 3875.340820
	Iteration 68Q: 3 clusters Score -388498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -388498.781250 Penalty: 3875.340820
	Iteration 69Q: 3 clusters Score -388498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -388499.250000 Penalty: 3875.340820
	Iteration 70Q: 3 clusters Score -388499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -388501.906250 Penalty: 3875.340820
	Iteration 71Q: 3 clusters Score -388501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -388505.125000 Penalty: 3875.340820
	Iteration 72Q: 3 clusters Score -388505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -388511.562500 Penalty: 3875.340820
	Iteration 73Q: 3 clusters Score -388511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -388522.750000 Penalty: 3875.340820
	Iteration 74Q: 3 clusters Score -388522.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -388533.500000 Penalty: 3875.340820
	Iteration 75Q: 3 clusters Score -388533.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -388541.156250 Penalty: 3875.340820
	Iteration 76Q: 3 clusters Score -388541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -388548.718750 Penalty: 3875.340820
	Iteration 77Q: 3 clusters Score -388548.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -388552.250000 Penalty: 3875.340820
	Iteration 78Q: 3 clusters Score -388552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -388553.031250 Penalty: 3875.340820
	Iteration 79Q: 3 clusters Score -388553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -388554.906250 Penalty: 3875.340820
	Iteration 80F: 3 clusters Score -388554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -388556.000000 Penalty: 3875.340820
	Iteration 81Q: 3 clusters Score -388556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -388557.281250 Penalty: 3875.340820
	Iteration 82Q: 3 clusters Score -388557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -388558.781250 Penalty: 3875.340820
	Iteration 83Q: 3 clusters Score -388558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -388558.562500 Penalty: 3875.340820
	Iteration 84Q: 3 clusters Score -388558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -388558.562500 Penalty: 3875.340820
	Iteration 85F: 3 clusters Score -388558.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (103904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Entering Unmasked Estep 
Score: -16405361.000000 Penalty: 2864.703369
	Iteration 0F: 2 clusters Score -1.640536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -16337436.000000 Penalty: 5729.406738
	Iteration 0F: 3 clusters Score -1.633744e+07 nChanged 49296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -16365962.000000 Penalty: 5729.406738
	Iteration 1F: 3 clusters Score -1.636596e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -16366976.000000 Penalty: 5729.406738
	Iteration 2Q: 3 clusters Score -1.636698e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -16368228.000000 Penalty: 5729.406738
	Iteration 3Q: 3 clusters Score -1.636823e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -16369709.000000 Penalty: 5729.406738
	Iteration 4Q: 3 clusters Score -1.636971e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -16371666.000000 Penalty: 5729.406738
	Iteration 5Q: 3 clusters Score -1.637167e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -16374187.000000 Penalty: 5729.406738
	Iteration 6Q: 3 clusters Score -1.637419e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -16377114.000000 Penalty: 5729.406738
	Iteration 7F: 3 clusters Score -1.637711e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -16380806.000000 Penalty: 5729.406738
	Iteration 8F: 3 clusters Score -1.638081e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -16384328.000000 Penalty: 5729.406738
	Iteration 9F: 3 clusters Score -1.638433e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -16387330.000000 Penalty: 5729.406738
	Iteration 10F: 3 clusters Score -1.638733e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -16389153.000000 Penalty: 5729.406738
	Iteration 11Q: 3 clusters Score -1.638915e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -16390184.000000 Penalty: 5729.406738
	Iteration 12Q: 3 clusters Score -1.639018e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -16390595.000000 Penalty: 5729.406738
	Iteration 13Q: 3 clusters Score -1.63906e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -16390906.000000 Penalty: 5729.406738
	Iteration 14Q: 3 clusters Score -1.639091e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71192 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -16391127.000000 Penalty: 5729.406738
	Iteration 15Q: 3 clusters Score -1.639113e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72326 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -16391350.000000 Penalty: 5729.406738
	Iteration 16Q: 3 clusters Score -1.639135e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -16391660.000000 Penalty: 5729.406738
	Iteration 17Q: 3 clusters Score -1.639166e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -16391929.000000 Penalty: 5729.406738
	Iteration 18Q: 3 clusters Score -1.639193e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -16392223.000000 Penalty: 5729.406738
	Iteration 19Q: 3 clusters Score -1.639222e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -16392531.000000 Penalty: 5729.406738
	Iteration 20F: 3 clusters Score -1.639253e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -16392875.000000 Penalty: 5729.406738
	Iteration 21Q: 3 clusters Score -1.639288e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -16393329.000000 Penalty: 5729.406738
	Iteration 22Q: 3 clusters Score -1.639333e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -16393896.000000 Penalty: 5729.406738
	Iteration 23Q: 3 clusters Score -1.63939e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83430 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -16394461.000000 Penalty: 5729.406738
	Iteration 24Q: 3 clusters Score -1.639446e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -16395125.000000 Penalty: 5729.406738
	Iteration 25Q: 3 clusters Score -1.639512e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -16395803.000000 Penalty: 5729.406738
	Iteration 26Q: 3 clusters Score -1.63958e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -16396552.000000 Penalty: 5729.406738
	Iteration 27Q: 3 clusters Score -1.639655e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -16397386.000000 Penalty: 5729.406738
	Iteration 28Q: 3 clusters Score -1.639739e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92208 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -16398257.000000 Penalty: 5729.406738
	Iteration 29Q: 3 clusters Score -1.639826e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -16398947.000000 Penalty: 5729.406738
	Iteration 30Q: 3 clusters Score -1.639895e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -16399763.000000 Penalty: 5729.406738
	Iteration 31Q: 3 clusters Score -1.639976e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -16400359.000000 Penalty: 5729.406738
	Iteration 32Q: 3 clusters Score -1.640036e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98037 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -16400862.000000 Penalty: 5729.406738
	Iteration 33Q: 3 clusters Score -1.640086e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -16401373.000000 Penalty: 5729.406738
	Iteration 34Q: 3 clusters Score -1.640137e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -16401696.000000 Penalty: 5729.406738
	Iteration 35Q: 3 clusters Score -1.64017e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -16402029.000000 Penalty: 5729.406738
	Iteration 36Q: 3 clusters Score -1.640203e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101174 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -16402275.000000 Penalty: 5729.406738
	Iteration 37Q: 3 clusters Score -1.640228e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -16402488.000000 Penalty: 5729.406738
	Iteration 38Q: 3 clusters Score -1.640249e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101922 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -16402611.000000 Penalty: 5729.406738
	Iteration 39Q: 3 clusters Score -1.640261e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -16402703.000000 Penalty: 5729.406738
	Iteration 40F: 3 clusters Score -1.64027e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102338 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -16402793.000000 Penalty: 5729.406738
	Iteration 41Q: 3 clusters Score -1.640279e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102470 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16402832.000000 Penalty: 5729.406738
	Iteration 42Q: 3 clusters Score -1.640283e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102575 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -16402869.000000 Penalty: 5729.406738
	Iteration 43Q: 3 clusters Score -1.640287e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -16402916.000000 Penalty: 5729.406738
	Iteration 44Q: 3 clusters Score -1.640292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -16402948.000000 Penalty: 5729.406738
	Iteration 45Q: 3 clusters Score -1.640295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -16402934.000000 Penalty: 5729.406738
	Iteration 46Q: 3 clusters Score -1.640293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -16402953.000000 Penalty: 5729.406738
	Iteration 47Q: 3 clusters Score -1.640295e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -16402955.000000 Penalty: 5729.406738
	Iteration 48Q: 3 clusters Score -1.640296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -16402963.000000 Penalty: 5729.406738
	Iteration 49Q: 3 clusters Score -1.640296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102856 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16402977.000000 Penalty: 5729.406738
	Iteration 50Q: 3 clusters Score -1.640298e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16402977.000000 Penalty: 5729.406738
	Iteration 51Q: 3 clusters Score -1.640298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16402998.000000 Penalty: 5729.406738
	Iteration 52Q: 3 clusters Score -1.6403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -16403001.000000 Penalty: 5729.406738
	Iteration 53Q: 3 clusters Score -1.6403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102905 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -16403004.000000 Penalty: 5729.406738
	Iteration 54Q: 3 clusters Score -1.6403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102921 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -16403011.000000 Penalty: 5729.406738
	Iteration 55Q: 3 clusters Score -1.640301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102940 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -16403006.000000 Penalty: 5729.406738
	Iteration 56Q: 3 clusters Score -1.640301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16403023.000000 Penalty: 5729.406738
	Iteration 57Q: 3 clusters Score -1.640302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102969 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16403013.000000 Penalty: 5729.406738
	Iteration 58Q: 3 clusters Score -1.640301e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102980 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16403004.000000 Penalty: 5729.406738
	Iteration 59Q: 3 clusters Score -1.6403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102989 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -16403025.000000 Penalty: 5729.406738
	Iteration 60F: 3 clusters Score -1.640302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16403036.000000 Penalty: 5729.406738
	Iteration 61Q: 3 clusters Score -1.640304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103016 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16403034.000000 Penalty: 5729.406738
	Iteration 62Q: 3 clusters Score -1.640303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103020 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -16403048.000000 Penalty: 5729.406738
	Iteration 63Q: 3 clusters Score -1.640305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16403037.000000 Penalty: 5729.406738
	Iteration 64Q: 3 clusters Score -1.640304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16403030.000000 Penalty: 5729.406738
	Iteration 65Q: 3 clusters Score -1.640303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16403033.000000 Penalty: 5729.406738
	Iteration 66Q: 3 clusters Score -1.640303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103037 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16403044.000000 Penalty: 5729.406738
	Iteration 67Q: 3 clusters Score -1.640304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -16403049.000000 Penalty: 5729.406738
	Iteration 68Q: 3 clusters Score -1.640305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103046 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16403057.000000 Penalty: 5729.406738
	Iteration 69Q: 3 clusters Score -1.640306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16403052.000000 Penalty: 5729.406738
	Iteration 70Q: 3 clusters Score -1.640305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16403049.000000 Penalty: 5729.406738
	Iteration 71Q: 3 clusters Score -1.640305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -16403057.000000 Penalty: 5729.406738
	Iteration 72Q: 3 clusters Score -1.640306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103061 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -16403052.000000 Penalty: 5729.406738
	Iteration 73Q: 3 clusters Score -1.640305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16403053.000000 Penalty: 5729.406738
	Iteration 74Q: 3 clusters Score -1.640305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103065 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -16403061.000000 Penalty: 5729.406738
	Iteration 75Q: 3 clusters Score -1.640306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103068 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16403055.000000 Penalty: 5729.406738
	Iteration 76Q: 3 clusters Score -1.640306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16403058.000000 Penalty: 5729.406738
	Iteration 77Q: 3 clusters Score -1.640306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -16403076.000000 Penalty: 5729.406738
	Iteration 78Q: 3 clusters Score -1.640308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16403077.000000 Penalty: 5729.406738
	Iteration 79Q: 3 clusters Score -1.640308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16403071.000000 Penalty: 5729.406738
	Iteration 80F: 3 clusters Score -1.640307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16403076.000000 Penalty: 5729.406738
	Iteration 81Q: 3 clusters Score -1.640308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16403075.000000 Penalty: 5729.406738
	Iteration 82Q: 3 clusters Score -1.640308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103080 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -16403075.000000 Penalty: 5729.406738
	Iteration 83F: 3 clusters Score -1.640308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (136931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136931 members 
Entering Unmasked Estep 
Score: -21501430.000000 Penalty: 2933.153564
	Iteration 0F: 2 clusters Score -2.150143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -21414646.000000 Penalty: 5866.307129
	Iteration 0F: 3 clusters Score -2.141465e+07 nChanged 65613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -21452720.000000 Penalty: 5866.307129
	Iteration 1F: 3 clusters Score -2.145272e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 70913 members 
Entering Unmasked Estep 
Score: -21453616.000000 Penalty: 5866.307129
	Iteration 2Q: 3 clusters Score -2.145362e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -21454806.000000 Penalty: 5866.307129
	Iteration 3Q: 3 clusters Score -2.145481e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -21456378.000000 Penalty: 5866.307129
	Iteration 4Q: 3 clusters Score -2.145638e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -21458632.000000 Penalty: 5866.307129
	Iteration 5Q: 3 clusters Score -2.145863e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -21462232.000000 Penalty: 5866.307129
	Iteration 6Q: 3 clusters Score -2.146223e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -21467134.000000 Penalty: 5866.307129
	Iteration 7F: 3 clusters Score -2.146713e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -21473454.000000 Penalty: 5866.307129
	Iteration 8F: 3 clusters Score -2.147345e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 103003 members 
Entering Unmasked Estep 
Score: -21479458.000000 Penalty: 5866.307129
	Iteration 9F: 3 clusters Score -2.147946e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 108710 members 
Entering Unmasked Estep 
Score: -21483922.000000 Penalty: 5866.307129
	Iteration 10F: 3 clusters Score -2.148392e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -21486778.000000 Penalty: 5866.307129
	Iteration 11Q: 3 clusters Score -2.148678e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 116039 members 
Entering Unmasked Estep 
Score: -21488434.000000 Penalty: 5866.307129
	Iteration 12Q: 3 clusters Score -2.148843e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 118424 members 
Entering Unmasked Estep 
Score: -21489694.000000 Penalty: 5866.307129
	Iteration 13Q: 3 clusters Score -2.148969e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 120425 members 
Entering Unmasked Estep 
Score: -21490586.000000 Penalty: 5866.307129
	Iteration 14Q: 3 clusters Score -2.149059e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -21491132.000000 Penalty: 5866.307129
	Iteration 15Q: 3 clusters Score -2.149113e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -21492000.000000 Penalty: 5866.307129
	Iteration 16Q: 3 clusters Score -2.1492e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 124981 members 
Entering Unmasked Estep 
Score: -21492580.000000 Penalty: 5866.307129
	Iteration 17Q: 3 clusters Score -2.149258e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 126267 members 
Entering Unmasked Estep 
Score: -21493162.000000 Penalty: 5866.307129
	Iteration 18Q: 3 clusters Score -2.149316e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 127409 members 
Entering Unmasked Estep 
Score: -21493644.000000 Penalty: 5866.307129
	Iteration 19Q: 3 clusters Score -2.149364e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -21494238.000000 Penalty: 5866.307129
	Iteration 20F: 3 clusters Score -2.149424e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 129416 members 
Entering Unmasked Estep 
Score: -21494616.000000 Penalty: 5866.307129
	Iteration 21Q: 3 clusters Score -2.149462e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 130271 members 
Entering Unmasked Estep 
Score: -21495038.000000 Penalty: 5866.307129
	Iteration 22Q: 3 clusters Score -2.149504e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -21495392.000000 Penalty: 5866.307129
	Iteration 23Q: 3 clusters Score -2.149539e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 131638 members 
Entering Unmasked Estep 
Score: -21495664.000000 Penalty: 5866.307129
	Iteration 24Q: 3 clusters Score -2.149566e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 132206 members 
Entering Unmasked Estep 
Score: -21495946.000000 Penalty: 5866.307129
	Iteration 25Q: 3 clusters Score -2.149595e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 132704 members 
Entering Unmasked Estep 
Score: -21496200.000000 Penalty: 5866.307129
	Iteration 26Q: 3 clusters Score -2.14962e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 133155 members 
Entering Unmasked Estep 
Score: -21496508.000000 Penalty: 5866.307129
	Iteration 27Q: 3 clusters Score -2.149651e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 133559 members 
Entering Unmasked Estep 
Score: -21496824.000000 Penalty: 5866.307129
	Iteration 28Q: 3 clusters Score -2.149682e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 133886 members 
Entering Unmasked Estep 
Score: -21496964.000000 Penalty: 5866.307129
	Iteration 29Q: 3 clusters Score -2.149696e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 134137 members 
Entering Unmasked Estep 
Score: -21497128.000000 Penalty: 5866.307129
	Iteration 30Q: 3 clusters Score -2.149713e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 134348 members 
Entering Unmasked Estep 
Score: -21497362.000000 Penalty: 5866.307129
	Iteration 31Q: 3 clusters Score -2.149736e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 134549 members 
Entering Unmasked Estep 
Score: -21497532.000000 Penalty: 5866.307129
	Iteration 32Q: 3 clusters Score -2.149753e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 134723 members 
Entering Unmasked Estep 
Score: -21497678.000000 Penalty: 5866.307129
	Iteration 33Q: 3 clusters Score -2.149768e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 134880 members 
Entering Unmasked Estep 
Score: -21497738.000000 Penalty: 5866.307129
	Iteration 34Q: 3 clusters Score -2.149774e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 135012 members 
Entering Unmasked Estep 
Score: -21497840.000000 Penalty: 5866.307129
	Iteration 35Q: 3 clusters Score -2.149784e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 135132 members 
Entering Unmasked Estep 
Score: -21497910.000000 Penalty: 5866.307129
	Iteration 36Q: 3 clusters Score -2.149791e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 135225 members 
Entering Unmasked Estep 
Score: -21497996.000000 Penalty: 5866.307129
	Iteration 37Q: 3 clusters Score -2.1498e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -21498040.000000 Penalty: 5866.307129
	Iteration 38Q: 3 clusters Score -2.149804e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 135368 members 
Entering Unmasked Estep 
Score: -21498106.000000 Penalty: 5866.307129
	Iteration 39Q: 3 clusters Score -2.149811e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 135428 members 
Entering Unmasked Estep 
Score: -21498154.000000 Penalty: 5866.307129
	Iteration 40F: 3 clusters Score -2.149815e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 135471 members 
Entering Unmasked Estep 
Score: -21498190.000000 Penalty: 5866.307129
	Iteration 41Q: 3 clusters Score -2.149819e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 135507 members 
Entering Unmasked Estep 
Score: -21498228.000000 Penalty: 5866.307129
	Iteration 42Q: 3 clusters Score -2.149823e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 135533 members 
Entering Unmasked Estep 
Score: -21498230.000000 Penalty: 5866.307129
	Iteration 43Q: 3 clusters Score -2.149823e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 135559 members 
Entering Unmasked Estep 
Score: -21498254.000000 Penalty: 5866.307129
	Iteration 44Q: 3 clusters Score -2.149825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 135584 members 
Entering Unmasked Estep 
Score: -21498288.000000 Penalty: 5866.307129
	Iteration 45Q: 3 clusters Score -2.149829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 135598 members 
Entering Unmasked Estep 
Score: -21498312.000000 Penalty: 5866.307129
	Iteration 46Q: 3 clusters Score -2.149831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 135616 members 
Entering Unmasked Estep 
Score: -21498314.000000 Penalty: 5866.307129
	Iteration 47Q: 3 clusters Score -2.149831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 135626 members 
Entering Unmasked Estep 
Score: -21498344.000000 Penalty: 5866.307129
	Iteration 48Q: 3 clusters Score -2.149834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 135642 members 
Entering Unmasked Estep 
Score: -21498344.000000 Penalty: 5866.307129
	Iteration 49Q: 3 clusters Score -2.149834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -21498332.000000 Penalty: 5866.307129
	Iteration 50Q: 3 clusters Score -2.149833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 135666 members 
Entering Unmasked Estep 
Score: -21498360.000000 Penalty: 5866.307129
	Iteration 51Q: 3 clusters Score -2.149836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 135676 members 
Entering Unmasked Estep 
Score: -21498378.000000 Penalty: 5866.307129
	Iteration 52Q: 3 clusters Score -2.149838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -21498406.000000 Penalty: 5866.307129
	Iteration 53Q: 3 clusters Score -2.149841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -21498380.000000 Penalty: 5866.307129
	Iteration 54Q: 3 clusters Score -2.149838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 135706 members 
Entering Unmasked Estep 
Score: -21498414.000000 Penalty: 5866.307129
	Iteration 55Q: 3 clusters Score -2.149841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 135717 members 
Entering Unmasked Estep 
Score: -21498422.000000 Penalty: 5866.307129
	Iteration 56Q: 3 clusters Score -2.149842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 135726 members 
Entering Unmasked Estep 
Score: -21498426.000000 Penalty: 5866.307129
	Iteration 57Q: 3 clusters Score -2.149843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 135736 members 
Entering Unmasked Estep 
Score: -21498428.000000 Penalty: 5866.307129
	Iteration 58Q: 3 clusters Score -2.149843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 135744 members 
Entering Unmasked Estep 
Score: -21498436.000000 Penalty: 5866.307129
	Iteration 59Q: 3 clusters Score -2.149844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 135751 members 
Entering Unmasked Estep 
Score: -21498442.000000 Penalty: 5866.307129
	Iteration 60F: 3 clusters Score -2.149844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 135758 members 
Entering Unmasked Estep 
Score: -21498440.000000 Penalty: 5866.307129
	Iteration 61Q: 3 clusters Score -2.149844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -21498448.000000 Penalty: 5866.307129
	Iteration 62Q: 3 clusters Score -2.149845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 135771 members 
Entering Unmasked Estep 
Score: -21498454.000000 Penalty: 5866.307129
	Iteration 63Q: 3 clusters Score -2.149845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -21498466.000000 Penalty: 5866.307129
	Iteration 64Q: 3 clusters Score -2.149847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 135785 members 
Entering Unmasked Estep 
Score: -21498464.000000 Penalty: 5866.307129
	Iteration 65Q: 3 clusters Score -2.149846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 135793 members 
Entering Unmasked Estep 
Score: -21498484.000000 Penalty: 5866.307129
	Iteration 66Q: 3 clusters Score -2.149848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 135798 members 
Entering Unmasked Estep 
Score: -21498474.000000 Penalty: 5866.307129
	Iteration 67Q: 3 clusters Score -2.149847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 135801 members 
Entering Unmasked Estep 
Score: -21498466.000000 Penalty: 5866.307129
	Iteration 68Q: 3 clusters Score -2.149847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -21498476.000000 Penalty: 5866.307129
	Iteration 69Q: 3 clusters Score -2.149848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 135809 members 
Entering Unmasked Estep 
Score: -21498470.000000 Penalty: 5866.307129
	Iteration 70Q: 3 clusters Score -2.149847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 135815 members 
Entering Unmasked Estep 
Score: -21498488.000000 Penalty: 5866.307129
	Iteration 71Q: 3 clusters Score -2.149849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 135818 members 
Entering Unmasked Estep 
Score: -21498472.000000 Penalty: 5866.307129
	Iteration 72Q: 3 clusters Score -2.149847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 135821 members 
Entering Unmasked Estep 
Score: -21498472.000000 Penalty: 5866.307129
	Iteration 73Q: 3 clusters Score -2.149847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 135824 members 
Entering Unmasked Estep 
Score: -21498484.000000 Penalty: 5866.307129
	Iteration 74Q: 3 clusters Score -2.149848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -21498490.000000 Penalty: 5866.307129
	Iteration 75Q: 3 clusters Score -2.149849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 135833 members 
Entering Unmasked Estep 
Score: -21498488.000000 Penalty: 5866.307129
	Iteration 76Q: 3 clusters Score -2.149849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 135837 members 
Entering Unmasked Estep 
Score: -21498496.000000 Penalty: 5866.307129
	Iteration 77Q: 3 clusters Score -2.14985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 135843 members 
Entering Unmasked Estep 
Score: -21498494.000000 Penalty: 5866.307129
	Iteration 78Q: 3 clusters Score -2.149849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 135850 members 
Entering Unmasked Estep 
Score: -21498506.000000 Penalty: 5866.307129
	Iteration 79Q: 3 clusters Score -2.149851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 135850 members 
Entering Unmasked Estep 
Score: -21498516.000000 Penalty: 5866.307129
	Iteration 80F: 3 clusters Score -2.149852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -21498524.000000 Penalty: 5866.307129
	Iteration 81Q: 3 clusters Score -2.149852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 135853 members 
Entering Unmasked Estep 
Score: -21498518.000000 Penalty: 5866.307129
	Iteration 82Q: 3 clusters Score -2.149852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 135854 members 
Entering Unmasked Estep 
Score: -21498528.000000 Penalty: 5866.307129
	Iteration 83Q: 3 clusters Score -2.149853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 135854 members 
Entering Unmasked Estep 
Score: -21498528.000000 Penalty: 5866.307129
	Iteration 84F: 3 clusters Score -2.149853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Entering Unmasked Estep 
Score: -2908114.750000 Penalty: 2434.765625
	Iteration 0F: 2 clusters Score -2908115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2895241.750000 Penalty: 4869.531250
	Iteration 0F: 3 clusters Score -2895242 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2899345.500000 Penalty: 4869.531250
	Iteration 1F: 3 clusters Score -2899346 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2899778.000000 Penalty: 4869.531250
	Iteration 2F: 3 clusters Score -2899778 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2900228.750000 Penalty: 4869.531250
	Iteration 3Q: 3 clusters Score -2900229 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2900688.750000 Penalty: 4869.531250
	Iteration 4Q: 3 clusters Score -2900689 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2901248.250000 Penalty: 4869.531250
	Iteration 5Q: 3 clusters Score -2901248 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2901821.750000 Penalty: 4869.531250
	Iteration 6Q: 3 clusters Score -2901822 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2902437.000000 Penalty: 4869.531250
	Iteration 7F: 3 clusters Score -2902437 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2903088.000000 Penalty: 4869.531250
	Iteration 8F: 3 clusters Score -2903088 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2903732.500000 Penalty: 4869.531250
	Iteration 9F: 3 clusters Score -2903732 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2904301.250000 Penalty: 4869.531250
	Iteration 10Q: 3 clusters Score -2904301 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2904703.500000 Penalty: 4869.531250
	Iteration 11Q: 3 clusters Score -2904704 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2904977.250000 Penalty: 4869.531250
	Iteration 12Q: 3 clusters Score -2904977 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2905143.500000 Penalty: 4869.531250
	Iteration 13Q: 3 clusters Score -2905144 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2905241.000000 Penalty: 4869.531250
	Iteration 14Q: 3 clusters Score -2905241 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2905311.000000 Penalty: 4869.531250
	Iteration 15Q: 3 clusters Score -2905311 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2905373.500000 Penalty: 4869.531250
	Iteration 16Q: 3 clusters Score -2905374 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2905411.250000 Penalty: 4869.531250
	Iteration 17Q: 3 clusters Score -2905411 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2905453.750000 Penalty: 4869.531250
	Iteration 18Q: 3 clusters Score -2905454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2905490.000000 Penalty: 4869.531250
	Iteration 19Q: 3 clusters Score -2905490 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2905519.250000 Penalty: 4869.531250
	Iteration 20F: 3 clusters Score -2905519 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2905557.250000 Penalty: 4869.531250
	Iteration 21Q: 3 clusters Score -2905557 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2905586.750000 Penalty: 4869.531250
	Iteration 22Q: 3 clusters Score -2905587 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2905614.250000 Penalty: 4869.531250
	Iteration 23Q: 3 clusters Score -2905614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2905632.000000 Penalty: 4869.531250
	Iteration 24Q: 3 clusters Score -2905632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2905656.250000 Penalty: 4869.531250
	Iteration 25Q: 3 clusters Score -2905656 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2905678.000000 Penalty: 4869.531250
	Iteration 26Q: 3 clusters Score -2905678 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2905703.000000 Penalty: 4869.531250
	Iteration 27Q: 3 clusters Score -2905703 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2905719.750000 Penalty: 4869.531250
	Iteration 28Q: 3 clusters Score -2905720 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2905746.250000 Penalty: 4869.531250
	Iteration 29Q: 3 clusters Score -2905746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2905775.250000 Penalty: 4869.531250
	Iteration 30Q: 3 clusters Score -2905775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2905796.500000 Penalty: 4869.531250
	Iteration 31Q: 3 clusters Score -2905796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2905811.000000 Penalty: 4869.531250
	Iteration 32Q: 3 clusters Score -2905811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2905822.000000 Penalty: 4869.531250
	Iteration 33Q: 3 clusters Score -2905822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2905840.000000 Penalty: 4869.531250
	Iteration 34Q: 3 clusters Score -2905840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2905869.000000 Penalty: 4869.531250
	Iteration 35Q: 3 clusters Score -2905869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2905884.750000 Penalty: 4869.531250
	Iteration 36Q: 3 clusters Score -2905885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2905895.750000 Penalty: 4869.531250
	Iteration 37Q: 3 clusters Score -2905896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2905902.000000 Penalty: 4869.531250
	Iteration 38Q: 3 clusters Score -2905902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2905920.250000 Penalty: 4869.531250
	Iteration 39Q: 3 clusters Score -2905920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2905940.750000 Penalty: 4869.531250
	Iteration 40F: 3 clusters Score -2905941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2905944.750000 Penalty: 4869.531250
	Iteration 41Q: 3 clusters Score -2905945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2905955.000000 Penalty: 4869.531250
	Iteration 42Q: 3 clusters Score -2905955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2905965.000000 Penalty: 4869.531250
	Iteration 43Q: 3 clusters Score -2905965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2905977.500000 Penalty: 4869.531250
	Iteration 44Q: 3 clusters Score -2905978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2905996.750000 Penalty: 4869.531250
	Iteration 45Q: 3 clusters Score -2905997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2906020.250000 Penalty: 4869.531250
	Iteration 46Q: 3 clusters Score -2906020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2906034.750000 Penalty: 4869.531250
	Iteration 47Q: 3 clusters Score -2906035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2906045.500000 Penalty: 4869.531250
	Iteration 48Q: 3 clusters Score -2906046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2906062.000000 Penalty: 4869.531250
	Iteration 49Q: 3 clusters Score -2906062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2906068.250000 Penalty: 4869.531250
	Iteration 50Q: 3 clusters Score -2906068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2906080.500000 Penalty: 4869.531250
	Iteration 51Q: 3 clusters Score -2906080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2906099.250000 Penalty: 4869.531250
	Iteration 52Q: 3 clusters Score -2906099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2906111.250000 Penalty: 4869.531250
	Iteration 53Q: 3 clusters Score -2906111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2906121.500000 Penalty: 4869.531250
	Iteration 54Q: 3 clusters Score -2906122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2906136.000000 Penalty: 4869.531250
	Iteration 55Q: 3 clusters Score -2906136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2906147.000000 Penalty: 4869.531250
	Iteration 56Q: 3 clusters Score -2906147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2906154.500000 Penalty: 4869.531250
	Iteration 57Q: 3 clusters Score -2906154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2906161.250000 Penalty: 4869.531250
	Iteration 58Q: 3 clusters Score -2906161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2906169.000000 Penalty: 4869.531250
	Iteration 59Q: 3 clusters Score -2906169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2906168.500000 Penalty: 4869.531250
	Iteration 60F: 3 clusters Score -2906168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2906176.750000 Penalty: 4869.531250
	Iteration 61Q: 3 clusters Score -2906177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2906174.500000 Penalty: 4869.531250
	Iteration 62Q: 3 clusters Score -2906174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2906176.250000 Penalty: 4869.531250
	Iteration 63Q: 3 clusters Score -2906176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2906188.500000 Penalty: 4869.531250
	Iteration 64Q: 3 clusters Score -2906188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2906193.500000 Penalty: 4869.531250
	Iteration 65Q: 3 clusters Score -2906194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2906193.250000 Penalty: 4869.531250
	Iteration 66Q: 3 clusters Score -2906193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2906194.000000 Penalty: 4869.531250
	Iteration 67Q: 3 clusters Score -2906194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2906198.250000 Penalty: 4869.531250
	Iteration 68Q: 3 clusters Score -2906198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2906195.750000 Penalty: 4869.531250
	Iteration 69Q: 3 clusters Score -2906196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2906204.750000 Penalty: 4869.531250
	Iteration 70Q: 3 clusters Score -2906205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2906212.000000 Penalty: 4869.531250
	Iteration 71Q: 3 clusters Score -2906212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2906213.500000 Penalty: 4869.531250
	Iteration 72Q: 3 clusters Score -2906214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2906214.250000 Penalty: 4869.531250
	Iteration 73Q: 3 clusters Score -2906214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2906219.500000 Penalty: 4869.531250
	Iteration 74Q: 3 clusters Score -2906220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2906223.500000 Penalty: 4869.531250
	Iteration 75Q: 3 clusters Score -2906224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2906236.500000 Penalty: 4869.531250
	Iteration 76Q: 3 clusters Score -2906236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2906247.250000 Penalty: 4869.531250
	Iteration 77Q: 3 clusters Score -2906247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2906250.000000 Penalty: 4869.531250
	Iteration 78Q: 3 clusters Score -2906250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2906258.250000 Penalty: 4869.531250
	Iteration 79Q: 3 clusters Score -2906258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2906260.500000 Penalty: 4869.531250
	Iteration 80F: 3 clusters Score -2906260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2906269.250000 Penalty: 4869.531250
	Iteration 81Q: 3 clusters Score -2906269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2906265.000000 Penalty: 4869.531250
	Iteration 82Q: 3 clusters Score -2906265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2906272.250000 Penalty: 4869.531250
	Iteration 83Q: 3 clusters Score -2906272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2906287.000000 Penalty: 4869.531250
	Iteration 84Q: 3 clusters Score -2906287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2906287.000000 Penalty: 4869.531250
	Iteration 85Q: 3 clusters Score -2906287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2906292.500000 Penalty: 4869.531250
	Iteration 86Q: 3 clusters Score -2906292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2906296.750000 Penalty: 4869.531250
	Iteration 87Q: 3 clusters Score -2906297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2906298.750000 Penalty: 4869.531250
	Iteration 88Q: 3 clusters Score -2906299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2906302.250000 Penalty: 4869.531250
	Iteration 89Q: 3 clusters Score -2906302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2906300.250000 Penalty: 4869.531250
	Iteration 90Q: 3 clusters Score -2906300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2906305.000000 Penalty: 4869.531250
	Iteration 91Q: 3 clusters Score -2906305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2906312.750000 Penalty: 4869.531250
	Iteration 92Q: 3 clusters Score -2906313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2906315.250000 Penalty: 4869.531250
	Iteration 93Q: 3 clusters Score -2906315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2906315.500000 Penalty: 4869.531250
	Iteration 94Q: 3 clusters Score -2906316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2906314.750000 Penalty: 4869.531250
	Iteration 95Q: 3 clusters Score -2906315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2906320.250000 Penalty: 4869.531250
	Iteration 96Q: 3 clusters Score -2906320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2906325.250000 Penalty: 4869.531250
	Iteration 97Q: 3 clusters Score -2906325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2906321.000000 Penalty: 4869.531250
	Iteration 98Q: 3 clusters Score -2906321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2906328.250000 Penalty: 4869.531250
	Iteration 99Q: 3 clusters Score -2906328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2906330.250000 Penalty: 4869.531250
	Iteration 100F: 3 clusters Score -2906330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2906333.250000 Penalty: 4869.531250
	Iteration 101Q: 3 clusters Score -2906333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2906339.250000 Penalty: 4869.531250
	Iteration 102Q: 3 clusters Score -2906339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2906348.250000 Penalty: 4869.531250
	Iteration 103Q: 3 clusters Score -2906348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2906359.250000 Penalty: 4869.531250
	Iteration 104Q: 3 clusters Score -2906359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2906361.000000 Penalty: 4869.531250
	Iteration 105Q: 3 clusters Score -2906361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2906364.500000 Penalty: 4869.531250
	Iteration 106Q: 3 clusters Score -2906364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2906372.250000 Penalty: 4869.531250
	Iteration 107Q: 3 clusters Score -2906372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2906383.750000 Penalty: 4869.531250
	Iteration 108Q: 3 clusters Score -2906384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2906381.750000 Penalty: 4869.531250
	Iteration 109Q: 3 clusters Score -2906382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2906381.000000 Penalty: 4869.531250
	Iteration 110Q: 3 clusters Score -2906381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2906380.750000 Penalty: 4869.531250
	Iteration 111Q: 3 clusters Score -2906381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2906379.500000 Penalty: 4869.531250
	Iteration 112Q: 3 clusters Score -2906380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2906379.500000 Penalty: 4869.531250
	Iteration 113F: 3 clusters Score -2906380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -23048.345703 Penalty: 1432.088745
	Iteration 0F: 2 clusters Score -23048.35 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 159 members 
Entering Unmasked Estep 
Score: -22013.500000 Penalty: 2864.177490
	Iteration 0F: 3 clusters Score -22013.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22345.498047 Penalty: 2864.177490
	Iteration 1F: 3 clusters Score -22345.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22516.707031 Penalty: 2864.177490
	Iteration 2F: 3 clusters Score -22516.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -22682.679688 Penalty: 2864.177490
	Iteration 3F: 3 clusters Score -22682.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22892.062500 Penalty: 2864.177490
	Iteration 4Q: 3 clusters Score -22892.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23135.937500 Penalty: 2864.177490
	Iteration 5Q: 3 clusters Score -23135.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23233.964844 Penalty: 2864.177490
	Iteration 6Q: 3 clusters Score -23233.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23329.900391 Penalty: 2864.177490
	Iteration 7Q: 3 clusters Score -23329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23399.117188 Penalty: 2864.177490
	Iteration 8Q: 3 clusters Score -23399.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23425.859375 Penalty: 2864.177490
	Iteration 9Q: 3 clusters Score -23425.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23433.076172 Penalty: 2864.177490
	Iteration 10Q: 3 clusters Score -23433.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23447.103516 Penalty: 2864.177490
	Iteration 11Q: 3 clusters Score -23447.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23488.814453 Penalty: 2864.177490
	Iteration 12Q: 3 clusters Score -23488.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23490.935547 Penalty: 2864.177490
	Iteration 13F: 3 clusters Score -23490.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23582.855469 Penalty: 2864.177490
	Iteration 14Q: 3 clusters Score -23582.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23592.423828 Penalty: 2864.177490
	Iteration 15Q: 3 clusters Score -23592.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23603.136719 Penalty: 2864.177490
	Iteration 16Q: 3 clusters Score -23603.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23606.263672 Penalty: 2864.177490
	Iteration 17Q: 3 clusters Score -23606.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23606.816406 Penalty: 2864.177490
	Iteration 18Q: 3 clusters Score -23606.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23606.816406 Penalty: 2864.177490
	Iteration 19F: 3 clusters Score -23606.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21751 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 106070 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 103904 members 
Mstep: Class 29 contains 136931 members 
Mstep: Class 30 contains 18354 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 15001 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 845 members 
Mstep: Class 38 contains 8755 members 
Mstep: Class 39 contains 148 members 
Entering Unmasked Estep 
Score: -86726120.000000 Penalty: 128097.218750
Splitting cluster 31 changes total score from -86725936.000000 to -86726120.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 32 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -252990.218750 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -252990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -250587.281250 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -250587.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -251027.953125 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -251028 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -251156.984375 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -251157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -251232.000000 Penalty: 3682.681885
	Iteration 3Q: 3 clusters Score -251232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -251286.078125 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -251286.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -251315.796875 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -251315.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -251338.953125 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -251339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -251347.656250 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -251347.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -251355.718750 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -251355.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -251360.671875 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -251360.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -251368.171875 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -251368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -251373.859375 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -251373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -251374.921875 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -251374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -251374.921875 Penalty: 3682.681885
	Iteration 13F: 3 clusters Score -251374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Entering Unmasked Estep 
Score: -2172619.250000 Penalty: 2364.615723
	Iteration 0F: 2 clusters Score -2172619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2162561.000000 Penalty: 4729.231445
	Iteration 0F: 3 clusters Score -2162561 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2165909.500000 Penalty: 4729.231445
	Iteration 1F: 3 clusters Score -2165910 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2166708.500000 Penalty: 4729.231445
	Iteration 2F: 3 clusters Score -2166708 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2167462.000000 Penalty: 4729.231445
	Iteration 3F: 3 clusters Score -2167462 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2168385.500000 Penalty: 4729.231445
	Iteration 4F: 3 clusters Score -2168386 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2169372.500000 Penalty: 4729.231445
	Iteration 5F: 3 clusters Score -2169372 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2170242.500000 Penalty: 4729.231445
	Iteration 6F: 3 clusters Score -2170242 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2170963.000000 Penalty: 4729.231445
	Iteration 7F: 3 clusters Score -2170963 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2171406.500000 Penalty: 4729.231445
	Iteration 8Q: 3 clusters Score -2171406 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2171637.000000 Penalty: 4729.231445
	Iteration 9Q: 3 clusters Score -2171637 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2171760.250000 Penalty: 4729.231445
	Iteration 10Q: 3 clusters Score -2171760 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2171829.500000 Penalty: 4729.231445
	Iteration 11Q: 3 clusters Score -2171830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2171879.000000 Penalty: 4729.231445
	Iteration 12Q: 3 clusters Score -2171879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2171919.250000 Penalty: 4729.231445
	Iteration 13Q: 3 clusters Score -2171919 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2171962.500000 Penalty: 4729.231445
	Iteration 14Q: 3 clusters Score -2171962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2171982.750000 Penalty: 4729.231445
	Iteration 15Q: 3 clusters Score -2171983 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2172005.000000 Penalty: 4729.231445
	Iteration 16Q: 3 clusters Score -2172005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2172035.750000 Penalty: 4729.231445
	Iteration 17Q: 3 clusters Score -2172036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2172065.250000 Penalty: 4729.231445
	Iteration 18Q: 3 clusters Score -2172065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2172099.000000 Penalty: 4729.231445
	Iteration 19Q: 3 clusters Score -2172099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2172117.750000 Penalty: 4729.231445
	Iteration 20F: 3 clusters Score -2172118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2172133.250000 Penalty: 4729.231445
	Iteration 21Q: 3 clusters Score -2172133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2172136.250000 Penalty: 4729.231445
	Iteration 22Q: 3 clusters Score -2172136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2172145.000000 Penalty: 4729.231445
	Iteration 23Q: 3 clusters Score -2172145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2172154.750000 Penalty: 4729.231445
	Iteration 24Q: 3 clusters Score -2172155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2172157.250000 Penalty: 4729.231445
	Iteration 25Q: 3 clusters Score -2172157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2172158.000000 Penalty: 4729.231445
	Iteration 26Q: 3 clusters Score -2172158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2172158.500000 Penalty: 4729.231445
	Iteration 27Q: 3 clusters Score -2172158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2172157.000000 Penalty: 4729.231445
	Iteration 28Q: 3 clusters Score -2172157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2172159.250000 Penalty: 4729.231445
	Iteration 29Q: 3 clusters Score -2172159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2172159.750000 Penalty: 4729.231445
	Iteration 30Q: 3 clusters Score -2172160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2172164.500000 Penalty: 4729.231445
	Iteration 31Q: 3 clusters Score -2172164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2172163.750000 Penalty: 4729.231445
	Iteration 32Q: 3 clusters Score -2172164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2172167.000000 Penalty: 4729.231445
	Iteration 33Q: 3 clusters Score -2172167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2172166.500000 Penalty: 4729.231445
	Iteration 34Q: 3 clusters Score -2172166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2172167.000000 Penalty: 4729.231445
	Iteration 35Q: 3 clusters Score -2172167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2172163.250000 Penalty: 4729.231445
	Iteration 36Q: 3 clusters Score -2172163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2172162.500000 Penalty: 4729.231445
	Iteration 37Q: 3 clusters Score -2172162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2172162.500000 Penalty: 4729.231445
	Iteration 38F: 3 clusters Score -2172162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Entering Unmasked Estep 
Score: -2357100.250000 Penalty: 2384.736328
	Iteration 0F: 2 clusters Score -2357100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2346237.750000 Penalty: 4769.472656
	Iteration 0F: 3 clusters Score -2346238 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2349781.000000 Penalty: 4769.472656
	Iteration 1F: 3 clusters Score -2349781 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2350231.000000 Penalty: 4769.472656
	Iteration 2F: 3 clusters Score -2350231 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2350662.500000 Penalty: 4769.472656
	Iteration 3F: 3 clusters Score -2350662 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2351063.000000 Penalty: 4769.472656
	Iteration 4Q: 3 clusters Score -2351063 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2351429.750000 Penalty: 4769.472656
	Iteration 5Q: 3 clusters Score -2351430 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2351739.750000 Penalty: 4769.472656
	Iteration 6Q: 3 clusters Score -2351740 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2352008.500000 Penalty: 4769.472656
	Iteration 7Q: 3 clusters Score -2352008 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2352248.750000 Penalty: 4769.472656
	Iteration 8Q: 3 clusters Score -2352249 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2352446.000000 Penalty: 4769.472656
	Iteration 9Q: 3 clusters Score -2352446 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2352612.750000 Penalty: 4769.472656
	Iteration 10Q: 3 clusters Score -2352613 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2352788.500000 Penalty: 4769.472656
	Iteration 11Q: 3 clusters Score -2352788 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2352967.750000 Penalty: 4769.472656
	Iteration 12Q: 3 clusters Score -2352968 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2353171.500000 Penalty: 4769.472656
	Iteration 13Q: 3 clusters Score -2353172 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2353382.750000 Penalty: 4769.472656
	Iteration 14Q: 3 clusters Score -2353383 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2353579.500000 Penalty: 4769.472656
	Iteration 15Q: 3 clusters Score -2353580 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2353756.000000 Penalty: 4769.472656
	Iteration 16Q: 3 clusters Score -2353756 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2353910.500000 Penalty: 4769.472656
	Iteration 17Q: 3 clusters Score -2353910 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2354043.000000 Penalty: 4769.472656
	Iteration 18Q: 3 clusters Score -2354043 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2354164.500000 Penalty: 4769.472656
	Iteration 19Q: 3 clusters Score -2354164 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2354280.750000 Penalty: 4769.472656
	Iteration 20F: 3 clusters Score -2354281 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2354409.250000 Penalty: 4769.472656
	Iteration 21Q: 3 clusters Score -2354409 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2354512.750000 Penalty: 4769.472656
	Iteration 22Q: 3 clusters Score -2354513 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2354607.750000 Penalty: 4769.472656
	Iteration 23Q: 3 clusters Score -2354608 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2354683.250000 Penalty: 4769.472656
	Iteration 24Q: 3 clusters Score -2354683 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2354747.750000 Penalty: 4769.472656
	Iteration 25Q: 3 clusters Score -2354748 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2354814.000000 Penalty: 4769.472656
	Iteration 26Q: 3 clusters Score -2354814 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2354855.750000 Penalty: 4769.472656
	Iteration 27Q: 3 clusters Score -2354856 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2354914.500000 Penalty: 4769.472656
	Iteration 28Q: 3 clusters Score -2354914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2354961.000000 Penalty: 4769.472656
	Iteration 29Q: 3 clusters Score -2354961 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2355004.000000 Penalty: 4769.472656
	Iteration 30Q: 3 clusters Score -2355004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2355050.750000 Penalty: 4769.472656
	Iteration 31Q: 3 clusters Score -2355051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2355087.000000 Penalty: 4769.472656
	Iteration 32Q: 3 clusters Score -2355087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2355128.250000 Penalty: 4769.472656
	Iteration 33Q: 3 clusters Score -2355128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2355165.000000 Penalty: 4769.472656
	Iteration 34Q: 3 clusters Score -2355165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2355199.500000 Penalty: 4769.472656
	Iteration 35Q: 3 clusters Score -2355200 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2355219.250000 Penalty: 4769.472656
	Iteration 36Q: 3 clusters Score -2355219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2355252.500000 Penalty: 4769.472656
	Iteration 37Q: 3 clusters Score -2355252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2355273.500000 Penalty: 4769.472656
	Iteration 38Q: 3 clusters Score -2355274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2355283.000000 Penalty: 4769.472656
	Iteration 39Q: 3 clusters Score -2355283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2355301.500000 Penalty: 4769.472656
	Iteration 40F: 3 clusters Score -2355302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2355309.750000 Penalty: 4769.472656
	Iteration 41Q: 3 clusters Score -2355310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2355329.750000 Penalty: 4769.472656
	Iteration 42Q: 3 clusters Score -2355330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2355338.500000 Penalty: 4769.472656
	Iteration 43Q: 3 clusters Score -2355338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2355342.000000 Penalty: 4769.472656
	Iteration 44Q: 3 clusters Score -2355342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2355349.000000 Penalty: 4769.472656
	Iteration 45Q: 3 clusters Score -2355349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2355352.250000 Penalty: 4769.472656
	Iteration 46Q: 3 clusters Score -2355352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2355362.000000 Penalty: 4769.472656
	Iteration 47Q: 3 clusters Score -2355362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2355369.500000 Penalty: 4769.472656
	Iteration 48Q: 3 clusters Score -2355370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2355380.250000 Penalty: 4769.472656
	Iteration 49Q: 3 clusters Score -2355380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2355388.250000 Penalty: 4769.472656
	Iteration 50Q: 3 clusters Score -2355388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2355396.000000 Penalty: 4769.472656
	Iteration 51Q: 3 clusters Score -2355396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2355399.750000 Penalty: 4769.472656
	Iteration 52Q: 3 clusters Score -2355400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2355403.000000 Penalty: 4769.472656
	Iteration 53Q: 3 clusters Score -2355403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2355405.500000 Penalty: 4769.472656
	Iteration 54Q: 3 clusters Score -2355406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2355405.750000 Penalty: 4769.472656
	Iteration 55Q: 3 clusters Score -2355406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2355409.000000 Penalty: 4769.472656
	Iteration 56Q: 3 clusters Score -2355409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2355409.000000 Penalty: 4769.472656
	Iteration 57Q: 3 clusters Score -2355409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2355408.000000 Penalty: 4769.472656
	Iteration 58Q: 3 clusters Score -2355408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2355406.250000 Penalty: 4769.472656
	Iteration 59Q: 3 clusters Score -2355406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2355412.000000 Penalty: 4769.472656
	Iteration 60F: 3 clusters Score -2355412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2355411.000000 Penalty: 4769.472656
	Iteration 61Q: 3 clusters Score -2355411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2355412.500000 Penalty: 4769.472656
	Iteration 62Q: 3 clusters Score -2355412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2355422.500000 Penalty: 4769.472656
	Iteration 63Q: 3 clusters Score -2355422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2355422.500000 Penalty: 4769.472656
	Iteration 64Q: 3 clusters Score -2355422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2355423.750000 Penalty: 4769.472656
	Iteration 65Q: 3 clusters Score -2355424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2355422.750000 Penalty: 4769.472656
	Iteration 66Q: 3 clusters Score -2355423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2355422.750000 Penalty: 4769.472656
	Iteration 67F: 3 clusters Score -2355423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -113840.601562 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -113840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112063.382812 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -112063.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112402.234375 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -112402.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112566.007812 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -112566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113679.875000 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -113679.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -113997.210938 Penalty: 3337.399902
	Iteration 4F: 3 clusters Score -113997.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -114249.609375 Penalty: 3337.399902
	Iteration 5F: 3 clusters Score -114249.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -114398.976562 Penalty: 3337.399902
	Iteration 6F: 3 clusters Score -114399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -114494.179688 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -114494.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -114570.351562 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -114570.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -114644.117188 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -114644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -114671.062500 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -114671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -114703.687500 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -114703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -114731.148438 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -114731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -114748.937500 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -114748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -114761.742188 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -114761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -114783.171875 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -114783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -114783.171875 Penalty: 3337.399902
	Iteration 16F: 3 clusters Score -114783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21751 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 106070 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 103904 members 
Mstep: Class 29 contains 136931 members 
Mstep: Class 30 contains 18354 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 15001 members 
Mstep: Class 35 contains 769 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 845 members 
Mstep: Class 38 contains 8755 members 
Mstep: Class 39 contains 148 members 
Mstep: Class 40 contains 67 members 
Entering Unmasked Estep 
Score: -86725432.000000 Penalty: 131381.765625
Splitting cluster 35 changes total score from -86725936.000000 to -86725432.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21751 members 
Mstep: Class 5 contains 640 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 34177 members 
Mstep: Class 9 contains 5958 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 106070 members 
Mstep: Class 13 contains 2606 members 
Mstep: Class 14 contains 21902 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 5875 members 
Mstep: Class 17 contains 962 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13356 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 8669 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2473 members 
Mstep: Class 28 contains 103904 members 
Mstep: Class 29 contains 136931 members 
Mstep: Class 30 contains 18354 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 1677 members 
Mstep: Class 33 contains 13832 members 
Mstep: Class 34 contains 15001 members 
Mstep: Class 35 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86726912.000000 Penalty: 128097.218750
Iteration 159Q: 40 clusters Score -8.672691e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21768 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1772 members 
Mstep: Class 8 contains 34161 members 
Mstep: Class 9 contains 5967 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 106111 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 21915 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 966 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 8809 members 
Mstep: Class 20 contains 372 members 
Mstep: Class 21 contains 13245 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 8678 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 2471 members 
Mstep: Class 28 contains 103914 members 
Mstep: Class 29 contains 136812 members 
Mstep: Class 30 contains 18261 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 1667 members 
Mstep: Class 33 contains 14020 members 
Mstep: Class 34 contains 15052 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 771 members 
Mstep: Class 38 contains 8359 members 
Mstep: Class 39 contains 148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86728168.000000 Penalty: 128097.218750
Iteration 160F: 40 clusters Score -8.672817e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1026 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 21781 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 34064 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 106122 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 21943 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 3243 members 
Mstep: Class 19 contains 8894 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 13151 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 8667 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 2470 members 
Mstep: Class 28 contains 103895 members 
Mstep: Class 29 contains 136802 members 
Mstep: Class 30 contains 18173 members 
Mstep: Class 31 contains 172 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 13984 members 
Mstep: Class 34 contains 15073 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 925 members 
Mstep: Class 38 contains 8417 members 
Mstep: Class 39 contains 149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86728656.000000 Penalty: 128097.218750
Iteration 161Q: 40 clusters Score -8.672866e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 21795 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 1774 members 
Mstep: Class 8 contains 34020 members 
Mstep: Class 9 contains 5944 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6615 members 
Mstep: Class 12 contains 106120 members 
Mstep: Class 13 contains 2613 members 
Mstep: Class 14 contains 21976 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 8953 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 13085 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 8665 members 
Mstep: Class 25 contains 1927 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 2471 members 
Mstep: Class 28 contains 103873 members 
Mstep: Class 29 contains 136818 members 
Mstep: Class 30 contains 18086 members 
Mstep: Class 31 contains 170 members 
Mstep: Class 32 contains 1647 members 
Mstep: Class 33 contains 13944 members 
Mstep: Class 34 contains 15084 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 8470 members 
Mstep: Class 39 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86728888.000000 Penalty: 128097.218750
Iteration 162Q: 40 clusters Score -8.672889e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1021 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 21814 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 33995 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 106123 members 
Mstep: Class 13 contains 2611 members 
Mstep: Class 14 contains 22004 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 9024 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 13022 members 
Mstep: Class 22 contains 6629 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2472 members 
Mstep: Class 28 contains 103851 members 
Mstep: Class 29 contains 136833 members 
Mstep: Class 30 contains 18018 members 
Mstep: Class 31 contains 170 members 
Mstep: Class 32 contains 1640 members 
Mstep: Class 33 contains 13915 members 
Mstep: Class 34 contains 15097 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 982 members 
Mstep: Class 38 contains 8485 members 
Mstep: Class 39 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86728792.000000 Penalty: 128097.218750
Iteration 163Q: 40 clusters Score -8.672879e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1020 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 21833 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1781 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5938 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 106137 members 
Mstep: Class 13 contains 2607 members 
Mstep: Class 14 contains 22033 members 
Mstep: Class 15 contains 2712 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9089 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12961 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1866 members 
Mstep: Class 27 contains 2474 members 
Mstep: Class 28 contains 103846 members 
Mstep: Class 29 contains 136826 members 
Mstep: Class 30 contains 17947 members 
Mstep: Class 31 contains 171 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 13901 members 
Mstep: Class 34 contains 15106 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 993 members 
Mstep: Class 38 contains 8499 members 
Mstep: Class 39 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86728952.000000 Penalty: 128097.218750
Iteration 164Q: 40 clusters Score -8.672895e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 4 contains 21848 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33959 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 106142 members 
Mstep: Class 13 contains 2609 members 
Mstep: Class 14 contains 22062 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 5920 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 9146 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12905 members 
Mstep: Class 22 contains 6627 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 8652 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2476 members 
Mstep: Class 28 contains 103872 members 
Mstep: Class 29 contains 136823 members 
Mstep: Class 30 contains 17866 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 13887 members 
Mstep: Class 34 contains 15112 members 
Mstep: Class 35 contains 836 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 999 members 
Mstep: Class 38 contains 8517 members 
Mstep: Class 39 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86728968.000000 Penalty: 128097.218750
Iteration 165Q: 40 clusters Score -8.672897e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 4 contains 21873 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33947 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 106146 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 22091 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 9210 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12849 members 
Mstep: Class 22 contains 6627 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 8656 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1866 members 
Mstep: Class 27 contains 2478 members 
Mstep: Class 28 contains 103905 members 
Mstep: Class 29 contains 136836 members 
Mstep: Class 30 contains 17763 members 
Mstep: Class 31 contains 175 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 13876 members 
Mstep: Class 34 contains 15104 members 
Mstep: Class 35 contains 835 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1001 members 
Mstep: Class 38 contains 8526 members 
Mstep: Class 39 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729072.000000 Penalty: 128097.218750
Iteration 166Q: 40 clusters Score -8.672907e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 21897 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1780 members 
Mstep: Class 8 contains 33944 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 106136 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22125 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 5934 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 9254 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12811 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 611 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 103935 members 
Mstep: Class 29 contains 136841 members 
Mstep: Class 30 contains 17678 members 
Mstep: Class 31 contains 174 members 
Mstep: Class 32 contains 1612 members 
Mstep: Class 33 contains 13869 members 
Mstep: Class 34 contains 15098 members 
Mstep: Class 35 contains 834 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1002 members 
Mstep: Class 38 contains 8533 members 
Mstep: Class 39 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729088.000000 Penalty: 128097.218750
Iteration 167Q: 40 clusters Score -8.672909e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1032 members 
Mstep: Class 4 contains 21906 members 
Mstep: Class 5 contains 627 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33944 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 106127 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 22152 members 
Mstep: Class 15 contains 2713 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12777 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 8652 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 103961 members 
Mstep: Class 29 contains 136849 members 
Mstep: Class 30 contains 17595 members 
Mstep: Class 31 contains 172 members 
Mstep: Class 32 contains 1605 members 
Mstep: Class 33 contains 13857 members 
Mstep: Class 34 contains 15104 members 
Mstep: Class 35 contains 831 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 8543 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729160.000000 Penalty: 128097.218750
Iteration 168Q: 40 clusters Score -8.672916e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1033 members 
Mstep: Class 4 contains 21918 members 
Mstep: Class 5 contains 626 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33945 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 106148 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 22175 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 5949 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 8652 members 
Mstep: Class 25 contains 1928 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 2493 members 
Mstep: Class 28 contains 103963 members 
Mstep: Class 29 contains 136862 members 
Mstep: Class 30 contains 17512 members 
Mstep: Class 31 contains 176 members 
Mstep: Class 32 contains 1603 members 
Mstep: Class 33 contains 13847 members 
Mstep: Class 34 contains 15107 members 
Mstep: Class 35 contains 827 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 8549 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729272.000000 Penalty: 128097.218750
Iteration 169Q: 40 clusters Score -8.672927e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 21940 members 
Mstep: Class 5 contains 625 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33946 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 106170 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 22212 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 3341 members 
Mstep: Class 19 contains 9365 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12723 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 8650 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 2496 members 
Mstep: Class 28 contains 103961 members 
Mstep: Class 29 contains 136853 members 
Mstep: Class 30 contains 17437 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1597 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 15108 members 
Mstep: Class 35 contains 823 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 8554 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730552.000000 Penalty: 128097.218750
Iteration 170Q: 40 clusters Score -8.673055e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 21962 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33945 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 106170 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 22247 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 5962 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 9395 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1863 members 
Mstep: Class 27 contains 2495 members 
Mstep: Class 28 contains 103975 members 
Mstep: Class 29 contains 136842 members 
Mstep: Class 30 contains 17368 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1591 members 
Mstep: Class 33 contains 13828 members 
Mstep: Class 34 contains 15105 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 8558 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730608.000000 Penalty: 128097.218750
Iteration 171Q: 40 clusters Score -8.673061e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21971 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33943 members 
Mstep: Class 9 contains 5920 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 106197 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22269 members 
Mstep: Class 15 contains 2710 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12694 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 103958 members 
Mstep: Class 29 contains 136865 members 
Mstep: Class 30 contains 17308 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1584 members 
Mstep: Class 33 contains 13823 members 
Mstep: Class 34 contains 15095 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730520.000000 Penalty: 128097.218750
Iteration 172Q: 40 clusters Score -8.673052e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21983 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33944 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 106223 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22298 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 5977 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 9433 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12682 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1926 members 
Mstep: Class 26 contains 1866 members 
Mstep: Class 27 contains 2500 members 
Mstep: Class 28 contains 103947 members 
Mstep: Class 29 contains 136875 members 
Mstep: Class 30 contains 17250 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1575 members 
Mstep: Class 33 contains 13815 members 
Mstep: Class 34 contains 15085 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8569 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730496.000000 Penalty: 128097.218750
Iteration 173Q: 40 clusters Score -8.67305e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 21992 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33940 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6630 members 
Mstep: Class 12 contains 106269 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22329 members 
Mstep: Class 15 contains 2708 members 
Mstep: Class 16 contains 5980 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 9451 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12664 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 2498 members 
Mstep: Class 28 contains 103945 members 
Mstep: Class 29 contains 136875 members 
Mstep: Class 30 contains 17183 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1563 members 
Mstep: Class 33 contains 13811 members 
Mstep: Class 34 contains 15082 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8569 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730464.000000 Penalty: 128097.218750
Iteration 174Q: 40 clusters Score -8.673046e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22003 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33942 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 106322 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22362 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 5985 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 9467 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12652 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1925 members 
Mstep: Class 26 contains 1861 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 103915 members 
Mstep: Class 29 contains 136875 members 
Mstep: Class 30 contains 17123 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1550 members 
Mstep: Class 33 contains 13811 members 
Mstep: Class 34 contains 15075 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8567 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730488.000000 Penalty: 128097.218750
Iteration 175Q: 40 clusters Score -8.673049e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22019 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33942 members 
Mstep: Class 9 contains 5916 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6642 members 
Mstep: Class 12 contains 106358 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22388 members 
Mstep: Class 15 contains 2707 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 2501 members 
Mstep: Class 28 contains 103894 members 
Mstep: Class 29 contains 136887 members 
Mstep: Class 30 contains 17061 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1540 members 
Mstep: Class 33 contains 13807 members 
Mstep: Class 34 contains 15072 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8569 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730552.000000 Penalty: 128097.218750
Iteration 176Q: 40 clusters Score -8.673055e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22028 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33940 members 
Mstep: Class 9 contains 5917 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 106415 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22412 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 16 contains 5992 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9495 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 6622 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1859 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 103865 members 
Mstep: Class 29 contains 136889 members 
Mstep: Class 30 contains 17011 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1530 members 
Mstep: Class 33 contains 13807 members 
Mstep: Class 34 contains 15069 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8569 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730496.000000 Penalty: 128097.218750
Iteration 177Q: 40 clusters Score -8.67305e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22031 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33940 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 106464 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22426 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 5992 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12636 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 2497 members 
Mstep: Class 28 contains 103857 members 
Mstep: Class 29 contains 136896 members 
Mstep: Class 30 contains 16943 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1527 members 
Mstep: Class 33 contains 13807 members 
Mstep: Class 34 contains 15067 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8570 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730472.000000 Penalty: 128097.218750
Iteration 178Q: 40 clusters Score -8.673047e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22039 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33939 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6648 members 
Mstep: Class 12 contains 106513 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22445 members 
Mstep: Class 15 contains 2703 members 
Mstep: Class 16 contains 5991 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9512 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12628 members 
Mstep: Class 22 contains 6622 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 103844 members 
Mstep: Class 29 contains 136904 members 
Mstep: Class 30 contains 16872 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1521 members 
Mstep: Class 33 contains 13807 members 
Mstep: Class 34 contains 15067 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8570 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730600.000000 Penalty: 128097.218750
Iteration 179Q: 40 clusters Score -8.67306e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22054 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33943 members 
Mstep: Class 9 contains 5921 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 106561 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22463 members 
Mstep: Class 15 contains 2702 members 
Mstep: Class 16 contains 5993 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12617 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1859 members 
Mstep: Class 27 contains 2499 members 
Mstep: Class 28 contains 103831 members 
Mstep: Class 29 contains 136915 members 
Mstep: Class 30 contains 16793 members 
Mstep: Class 31 contains 180 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 13807 members 
Mstep: Class 34 contains 15069 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8568 members 
Mstep: Class 39 contains 156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730560.000000 Penalty: 128097.218750
Iteration 180F: 40 clusters Score -8.673056e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22064 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33939 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 106611 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22484 members 
Mstep: Class 15 contains 2699 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9528 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12614 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8646 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1859 members 
Mstep: Class 27 contains 2502 members 
Mstep: Class 28 contains 103803 members 
Mstep: Class 29 contains 136922 members 
Mstep: Class 30 contains 16735 members 
Mstep: Class 31 contains 181 members 
Mstep: Class 32 contains 1504 members 
Mstep: Class 33 contains 13807 members 
Mstep: Class 34 contains 15070 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8567 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730472.000000 Penalty: 128097.218750
Iteration 181Q: 40 clusters Score -8.673047e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22068 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33942 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 6651 members 
Mstep: Class 12 contains 106647 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22507 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 369 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8646 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 2505 members 
Mstep: Class 28 contains 103796 members 
Mstep: Class 29 contains 136919 members 
Mstep: Class 30 contains 16676 members 
Mstep: Class 31 contains 182 members 
Mstep: Class 32 contains 1497 members 
Mstep: Class 33 contains 13808 members 
Mstep: Class 34 contains 15064 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8566 members 
Mstep: Class 39 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730352.000000 Penalty: 128097.218750
Iteration 182Q: 40 clusters Score -8.673035e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22075 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33938 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 106695 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22534 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 103786 members 
Mstep: Class 29 contains 136905 members 
Mstep: Class 30 contains 16617 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1492 members 
Mstep: Class 33 contains 13805 members 
Mstep: Class 34 contains 15067 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730520.000000 Penalty: 128097.218750
Iteration 183Q: 40 clusters Score -8.673052e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22091 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33936 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 6655 members 
Mstep: Class 12 contains 106728 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22553 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 6022 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 103781 members 
Mstep: Class 29 contains 136879 members 
Mstep: Class 30 contains 16574 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1490 members 
Mstep: Class 33 contains 13803 members 
Mstep: Class 34 contains 15070 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730480.000000 Penalty: 128097.218750
Iteration 184Q: 40 clusters Score -8.673048e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22104 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33935 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 106756 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22565 members 
Mstep: Class 15 contains 2698 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1859 members 
Mstep: Class 27 contains 2511 members 
Mstep: Class 28 contains 103791 members 
Mstep: Class 29 contains 136858 members 
Mstep: Class 30 contains 16527 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1487 members 
Mstep: Class 33 contains 13804 members 
Mstep: Class 34 contains 15075 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8562 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730568.000000 Penalty: 128097.218750
Iteration 185Q: 40 clusters Score -8.673057e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22112 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33937 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 106778 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 6030 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12603 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8646 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 2512 members 
Mstep: Class 28 contains 103808 members 
Mstep: Class 29 contains 136836 members 
Mstep: Class 30 contains 16484 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 13803 members 
Mstep: Class 34 contains 15084 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8562 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730720.000000 Penalty: 128097.218750
Iteration 186Q: 40 clusters Score -8.673072e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22122 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33936 members 
Mstep: Class 9 contains 5921 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 106802 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22601 members 
Mstep: Class 15 contains 2695 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9544 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12603 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8646 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 2512 members 
Mstep: Class 28 contains 103803 members 
Mstep: Class 29 contains 136829 members 
Mstep: Class 30 contains 16445 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1470 members 
Mstep: Class 33 contains 13803 members 
Mstep: Class 34 contains 15093 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8561 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730688.000000 Penalty: 128097.218750
Iteration 187Q: 40 clusters Score -8.673069e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22141 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33937 members 
Mstep: Class 9 contains 5922 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 106827 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22620 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9547 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8646 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1857 members 
Mstep: Class 27 contains 2510 members 
Mstep: Class 28 contains 103791 members 
Mstep: Class 29 contains 136819 members 
Mstep: Class 30 contains 16408 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1461 members 
Mstep: Class 33 contains 13804 members 
Mstep: Class 34 contains 15093 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8559 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730472.000000 Penalty: 128097.218750
Iteration 188Q: 40 clusters Score -8.673047e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22155 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33946 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6657 members 
Mstep: Class 12 contains 106843 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22633 members 
Mstep: Class 15 contains 2691 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 9548 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12603 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8646 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 2509 members 
Mstep: Class 28 contains 103785 members 
Mstep: Class 29 contains 136797 members 
Mstep: Class 30 contains 16380 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1458 members 
Mstep: Class 33 contains 13803 members 
Mstep: Class 34 contains 15095 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8559 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730328.000000 Penalty: 128097.218750
Iteration 189Q: 40 clusters Score -8.673033e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22165 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33945 members 
Mstep: Class 9 contains 5923 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 106866 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22643 members 
Mstep: Class 15 contains 2689 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9548 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 103783 members 
Mstep: Class 29 contains 136785 members 
Mstep: Class 30 contains 16349 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1453 members 
Mstep: Class 33 contains 13802 members 
Mstep: Class 34 contains 15097 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730256.000000 Penalty: 128097.218750
Iteration 190Q: 40 clusters Score -8.673026e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22170 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33950 members 
Mstep: Class 9 contains 5924 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6656 members 
Mstep: Class 12 contains 106888 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22655 members 
Mstep: Class 15 contains 2686 members 
Mstep: Class 16 contains 6050 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9548 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 2508 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 136780 members 
Mstep: Class 30 contains 16322 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1448 members 
Mstep: Class 33 contains 13801 members 
Mstep: Class 34 contains 15103 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730304.000000 Penalty: 128097.218750
Iteration 191Q: 40 clusters Score -8.67303e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22177 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33953 members 
Mstep: Class 9 contains 5926 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6657 members 
Mstep: Class 12 contains 106909 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22665 members 
Mstep: Class 15 contains 2687 members 
Mstep: Class 16 contains 6054 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9548 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1857 members 
Mstep: Class 27 contains 2514 members 
Mstep: Class 28 contains 103761 members 
Mstep: Class 29 contains 136758 members 
Mstep: Class 30 contains 16297 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 13799 members 
Mstep: Class 34 contains 15108 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730168.000000 Penalty: 128097.218750
Iteration 192Q: 40 clusters Score -8.673017e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22186 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33950 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 106929 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22672 members 
Mstep: Class 15 contains 2687 members 
Mstep: Class 16 contains 6060 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 2517 members 
Mstep: Class 28 contains 103765 members 
Mstep: Class 29 contains 136734 members 
Mstep: Class 30 contains 16273 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1438 members 
Mstep: Class 33 contains 13798 members 
Mstep: Class 34 contains 15109 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8561 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730200.000000 Penalty: 128097.218750
Iteration 193Q: 40 clusters Score -8.67302e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22192 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33949 members 
Mstep: Class 9 contains 5928 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 106934 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22676 members 
Mstep: Class 15 contains 2685 members 
Mstep: Class 16 contains 6063 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1857 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103769 members 
Mstep: Class 29 contains 136729 members 
Mstep: Class 30 contains 16251 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15115 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8561 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730176.000000 Penalty: 128097.218750
Iteration 194Q: 40 clusters Score -8.673018e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22201 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33949 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 106942 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22681 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 6068 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8647 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1857 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 103771 members 
Mstep: Class 29 contains 136727 members 
Mstep: Class 30 contains 16223 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15118 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 8561 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730280.000000 Penalty: 128097.218750
Iteration 195Q: 40 clusters Score -8.673028e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22209 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33950 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 106946 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22687 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 6069 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8645 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 2524 members 
Mstep: Class 28 contains 103770 members 
Mstep: Class 29 contains 136722 members 
Mstep: Class 30 contains 16203 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1434 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15122 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 8561 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730288.000000 Penalty: 128097.218750
Iteration 196Q: 40 clusters Score -8.673029e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22218 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33950 members 
Mstep: Class 9 contains 5932 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 106938 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22692 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 6071 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8646 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1855 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 103767 members 
Mstep: Class 29 contains 136737 members 
Mstep: Class 30 contains 16177 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1433 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15127 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 8561 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730152.000000 Penalty: 128097.218750
Iteration 197Q: 40 clusters Score -8.673015e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22228 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33952 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106918 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 103770 members 
Mstep: Class 29 contains 136738 members 
Mstep: Class 30 contains 16163 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1432 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15133 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730264.000000 Penalty: 128097.218750
Iteration 198Q: 40 clusters Score -8.673026e+07 nChanged 154
Entering ConstructFrom: 
Score: -86730264.000000 Penalty: 128097.218750
Entering ConstructFrom: 
Trying to split cluster 1 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -249229.468750 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -249229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -246769.687500 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -246769.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -247220.859375 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -247220.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -247362.171875 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -247362.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -247460.812500 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -247460.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -247537.484375 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -247537.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -247602.734375 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -247602.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -247662.734375 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -247662.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -247710.234375 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -247710.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -247759.265625 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -247759.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -247795.687500 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -247795.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -247813.687500 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -247813.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -247830.578125 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -247830.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -247849.078125 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -247849.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -247867.515625 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -247867.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -247889.234375 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -247889.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -247907.093750 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -247907.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -247919.531250 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -247919.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -247932.359375 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -247932.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -247943.937500 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -247943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -247958.328125 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -247958.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -247975.562500 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -247975.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -247993.156250 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -247993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -248010.031250 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -248010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -248020.500000 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -248020.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -248035.687500 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -248035.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -248047.125000 Penalty: 3697.541016
	Iteration 25Q: 3 clusters Score -248047.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -248056.750000 Penalty: 3697.541016
	Iteration 26Q: 3 clusters Score -248056.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -248065.250000 Penalty: 3697.541016
	Iteration 27Q: 3 clusters Score -248065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -248071.546875 Penalty: 3697.541016
	Iteration 28Q: 3 clusters Score -248071.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -248074.625000 Penalty: 3697.541016
	Iteration 29Q: 3 clusters Score -248074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248077.250000 Penalty: 3697.541016
	Iteration 30Q: 3 clusters Score -248077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248082.203125 Penalty: 3697.541016
	Iteration 31Q: 3 clusters Score -248082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -248087.187500 Penalty: 3697.541016
	Iteration 32Q: 3 clusters Score -248087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248087.578125 Penalty: 3697.541016
	Iteration 33Q: 3 clusters Score -248087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -248087.578125 Penalty: 3697.541016
	Iteration 34F: 3 clusters Score -248087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -141129.078125 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -141129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139244.437500 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -139244.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139716.578125 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -139716.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -139952.125000 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -139952.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -140129.750000 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -140129.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140232.171875 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -140232.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -140311.375000 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -140311.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -140352.203125 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -140352.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140368.234375 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -140368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -140380.703125 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -140380.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140393.906250 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -140393.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140399.875000 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -140399.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140405.781250 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -140405.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -140409.093750 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -140409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140418.390625 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -140418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -140419.531250 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -140419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140420.859375 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -140420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140421.312500 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -140421.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140421.312500 Penalty: 3433.142334
	Iteration 17F: 3 clusters Score -140421.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -136080.937500 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -136080.9 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 530 members 
Entering Unmasked Estep 
Score: -134241.312500 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -134241.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -135037.734375 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -135037.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135519.218750 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -135519.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135879.984375 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -135880 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136162.406250 Penalty: 3443.788818
	Iteration 4F: 3 clusters Score -136162.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136341.968750 Penalty: 3443.788818
	Iteration 5Q: 3 clusters Score -136342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136444.343750 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -136444.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136501.343750 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -136501.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136526.062500 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -136526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136532.984375 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -136533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136535.171875 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -136535.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136535.953125 Penalty: 3443.788818
	Iteration 11F: 3 clusters Score -136536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136543.453125 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -136543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136543.453125 Penalty: 3443.788818
	Iteration 13F: 3 clusters Score -136543.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 531 members 
Mstep: Class 4 contains 22236 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33957 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106919 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22701 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 6081 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103760 members 
Mstep: Class 29 contains 136735 members 
Mstep: Class 30 contains 16156 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1429 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15137 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 505 members 
Entering Unmasked Estep 
Score: -86729240.000000 Penalty: 131381.765625
Splitting cluster 3 changes total score from -86730264.000000 to -86729240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Entering Unmasked Estep 
Score: -3522771.500000 Penalty: 2482.348145
	Iteration 0F: 2 clusters Score -3522772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3507173.250000 Penalty: 4964.696289
	Iteration 0F: 3 clusters Score -3507173 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3512644.250000 Penalty: 4964.696289
	Iteration 1F: 3 clusters Score -3512644 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3513360.000000 Penalty: 4964.696289
	Iteration 2F: 3 clusters Score -3513360 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3514097.250000 Penalty: 4964.696289
	Iteration 3F: 3 clusters Score -3514097 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3514962.500000 Penalty: 4964.696289
	Iteration 4F: 3 clusters Score -3514962 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3515963.500000 Penalty: 4964.696289
	Iteration 5F: 3 clusters Score -3515964 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3517195.750000 Penalty: 4964.696289
	Iteration 6F: 3 clusters Score -3517196 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3518521.000000 Penalty: 4964.696289
	Iteration 7F: 3 clusters Score -3518521 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3519575.250000 Penalty: 4964.696289
	Iteration 8F: 3 clusters Score -3519575 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3520295.000000 Penalty: 4964.696289
	Iteration 9Q: 3 clusters Score -3520295 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3520724.750000 Penalty: 4964.696289
	Iteration 10Q: 3 clusters Score -3520725 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3521017.250000 Penalty: 4964.696289
	Iteration 11Q: 3 clusters Score -3521017 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3521199.250000 Penalty: 4964.696289
	Iteration 12Q: 3 clusters Score -3521199 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3521358.250000 Penalty: 4964.696289
	Iteration 13Q: 3 clusters Score -3521358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3521456.000000 Penalty: 4964.696289
	Iteration 14Q: 3 clusters Score -3521456 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3521514.500000 Penalty: 4964.696289
	Iteration 15Q: 3 clusters Score -3521514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3521542.500000 Penalty: 4964.696289
	Iteration 16Q: 3 clusters Score -3521542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3521550.750000 Penalty: 4964.696289
	Iteration 17Q: 3 clusters Score -3521551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3521568.500000 Penalty: 4964.696289
	Iteration 18Q: 3 clusters Score -3521568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3521580.000000 Penalty: 4964.696289
	Iteration 19Q: 3 clusters Score -3521580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3521595.750000 Penalty: 4964.696289
	Iteration 20F: 3 clusters Score -3521596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3521603.000000 Penalty: 4964.696289
	Iteration 21Q: 3 clusters Score -3521603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3521605.250000 Penalty: 4964.696289
	Iteration 22Q: 3 clusters Score -3521605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3521603.750000 Penalty: 4964.696289
	Iteration 23Q: 3 clusters Score -3521604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3521606.500000 Penalty: 4964.696289
	Iteration 24Q: 3 clusters Score -3521606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3521615.750000 Penalty: 4964.696289
	Iteration 25Q: 3 clusters Score -3521616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3521618.750000 Penalty: 4964.696289
	Iteration 26Q: 3 clusters Score -3521619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3521615.500000 Penalty: 4964.696289
	Iteration 27Q: 3 clusters Score -3521616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3521612.750000 Penalty: 4964.696289
	Iteration 28Q: 3 clusters Score -3521613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3521616.250000 Penalty: 4964.696289
	Iteration 29Q: 3 clusters Score -3521616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3521614.250000 Penalty: 4964.696289
	Iteration 30Q: 3 clusters Score -3521614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3521614.500000 Penalty: 4964.696289
	Iteration 31Q: 3 clusters Score -3521614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3521617.000000 Penalty: 4964.696289
	Iteration 32Q: 3 clusters Score -3521617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3521620.500000 Penalty: 4964.696289
	Iteration 33Q: 3 clusters Score -3521620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3521617.750000 Penalty: 4964.696289
	Iteration 34Q: 3 clusters Score -3521618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3521617.750000 Penalty: 4964.696289
	Iteration 35F: 3 clusters Score -3521618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -81021.015625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -81021.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79459.484375 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -79459.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79782.335938 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -79782.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79930.796875 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -79930.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80021.796875 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -80021.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80060.617188 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -80060.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80120.601562 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -80120.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80197.281250 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -80197.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80243.375000 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -80243.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80278.875000 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -80278.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80302.640625 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -80302.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80308.796875 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -80308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80315.289062 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -80315.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80315.289062 Penalty: 3192.330566
	Iteration 12F: 3 clusters Score -80315.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -119065.375000 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -119065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117266.554688 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -117266.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117674.125000 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -117674.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117871.390625 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -117871.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117985.796875 Penalty: 3356.031006
	Iteration 3F: 3 clusters Score -117985.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118049.593750 Penalty: 3356.031006
	Iteration 4Q: 3 clusters Score -118049.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118136.781250 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -118136.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -118227.476562 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -118227.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118254.890625 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -118254.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118274.812500 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -118274.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118292.398438 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -118292.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118298.281250 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -118298.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118300.648438 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -118300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118305.617188 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -118305.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118314.203125 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -118314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118325.476562 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -118325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118339.039062 Penalty: 3356.031006
	Iteration 15Q: 3 clusters Score -118339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118359.960938 Penalty: 3356.031006
	Iteration 16Q: 3 clusters Score -118360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118410.703125 Penalty: 3356.031006
	Iteration 17Q: 3 clusters Score -118410.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118492.429688 Penalty: 3356.031006
	Iteration 18Q: 3 clusters Score -118492.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118545.304688 Penalty: 3356.031006
	Iteration 19Q: 3 clusters Score -118545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118565.304688 Penalty: 3356.031006
	Iteration 20F: 3 clusters Score -118565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118575.687500 Penalty: 3356.031006
	Iteration 21Q: 3 clusters Score -118575.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118597.835938 Penalty: 3356.031006
	Iteration 22Q: 3 clusters Score -118597.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118618.867188 Penalty: 3356.031006
	Iteration 23Q: 3 clusters Score -118618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118621.359375 Penalty: 3356.031006
	Iteration 24Q: 3 clusters Score -118621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118625.585938 Penalty: 3356.031006
	Iteration 25Q: 3 clusters Score -118625.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118625.585938 Penalty: 3356.031006
	Iteration 26F: 3 clusters Score -118625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -256713.140625 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -256713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -254268.953125 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -254269 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254804.718750 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -254804.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -255128.750000 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -255128.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -255337.062500 Penalty: 3711.968018
	Iteration 3F: 3 clusters Score -255337.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -255486.359375 Penalty: 3711.968018
	Iteration 4F: 3 clusters Score -255486.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -255591.765625 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -255591.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -255656.843750 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -255656.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -255717.750000 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -255717.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -255780.046875 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -255780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -255834.234375 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -255834.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -255871.156250 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -255871.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -255901.671875 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -255901.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -255930.078125 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -255930.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -255962.000000 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -255962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -255982.093750 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -255982.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -256000.156250 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -256000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -256015.312500 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -256015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -256021.046875 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -256021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -256023.656250 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -256023.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -256025.421875 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -256025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -256030.312500 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -256030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -256034.250000 Penalty: 3711.968018
	Iteration 21Q: 3 clusters Score -256034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -256036.265625 Penalty: 3711.968018
	Iteration 22Q: 3 clusters Score -256036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -256039.312500 Penalty: 3711.968018
	Iteration 23Q: 3 clusters Score -256039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -256040.890625 Penalty: 3711.968018
	Iteration 24Q: 3 clusters Score -256040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -256044.484375 Penalty: 3711.968018
	Iteration 25Q: 3 clusters Score -256044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -256047.703125 Penalty: 3711.968018
	Iteration 26Q: 3 clusters Score -256047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -256048.671875 Penalty: 3711.968018
	Iteration 27Q: 3 clusters Score -256048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -256051.281250 Penalty: 3711.968018
	Iteration 28Q: 3 clusters Score -256051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -256052.203125 Penalty: 3711.968018
	Iteration 29Q: 3 clusters Score -256052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -256053.656250 Penalty: 3711.968018
	Iteration 30Q: 3 clusters Score -256053.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -256054.812500 Penalty: 3711.968018
	Iteration 31Q: 3 clusters Score -256054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -256054.812500 Penalty: 3711.968018
	Iteration 32F: 3 clusters Score -256054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Entering Unmasked Estep 
Score: -5265190.000000 Penalty: 2587.346680
	Iteration 0F: 2 clusters Score -5265190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -5242095.500000 Penalty: 5174.693359
	Iteration 0F: 3 clusters Score -5242096 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -5250336.500000 Penalty: 5174.693359
	Iteration 1F: 3 clusters Score -5250336 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -5250826.000000 Penalty: 5174.693359
	Iteration 2Q: 3 clusters Score -5250826 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5251294.500000 Penalty: 5174.693359
	Iteration 3Q: 3 clusters Score -5251294 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -5251776.500000 Penalty: 5174.693359
	Iteration 4Q: 3 clusters Score -5251776 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5252341.000000 Penalty: 5174.693359
	Iteration 5Q: 3 clusters Score -5252341 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -5253014.000000 Penalty: 5174.693359
	Iteration 6Q: 3 clusters Score -5253014 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -5253950.500000 Penalty: 5174.693359
	Iteration 7F: 3 clusters Score -5253950 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5255165.000000 Penalty: 5174.693359
	Iteration 8F: 3 clusters Score -5255165 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5256837.000000 Penalty: 5174.693359
	Iteration 9F: 3 clusters Score -5256837 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -5258612.000000 Penalty: 5174.693359
	Iteration 10F: 3 clusters Score -5258612 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5260258.500000 Penalty: 5174.693359
	Iteration 11F: 3 clusters Score -5260258 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5261385.000000 Penalty: 5174.693359
	Iteration 12Q: 3 clusters Score -5261385 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5262075.000000 Penalty: 5174.693359
	Iteration 13Q: 3 clusters Score -5262075 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5262455.500000 Penalty: 5174.693359
	Iteration 14Q: 3 clusters Score -5262456 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5262661.500000 Penalty: 5174.693359
	Iteration 15Q: 3 clusters Score -5262662 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5262753.500000 Penalty: 5174.693359
	Iteration 16Q: 3 clusters Score -5262754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5262803.500000 Penalty: 5174.693359
	Iteration 17Q: 3 clusters Score -5262804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5262821.000000 Penalty: 5174.693359
	Iteration 18Q: 3 clusters Score -5262821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5262849.500000 Penalty: 5174.693359
	Iteration 19Q: 3 clusters Score -5262850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5262859.500000 Penalty: 5174.693359
	Iteration 20F: 3 clusters Score -5262860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5262880.500000 Penalty: 5174.693359
	Iteration 21Q: 3 clusters Score -5262880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5262890.000000 Penalty: 5174.693359
	Iteration 22Q: 3 clusters Score -5262890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5262896.000000 Penalty: 5174.693359
	Iteration 23Q: 3 clusters Score -5262896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5262899.500000 Penalty: 5174.693359
	Iteration 24Q: 3 clusters Score -5262900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5262905.500000 Penalty: 5174.693359
	Iteration 25Q: 3 clusters Score -5262906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5262915.500000 Penalty: 5174.693359
	Iteration 26Q: 3 clusters Score -5262916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5262915.500000 Penalty: 5174.693359
	Iteration 27F: 3 clusters Score -5262916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Entering Unmasked Estep 
Score: -883096.500000 Penalty: 2154.736572
	Iteration 0F: 2 clusters Score -883096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -878000.187500 Penalty: 4309.473145
	Iteration 0F: 3 clusters Score -878000.2 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -879280.062500 Penalty: 4309.473145
	Iteration 1F: 3 clusters Score -879280.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -879527.812500 Penalty: 4309.473145
	Iteration 2F: 3 clusters Score -879527.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -879674.500000 Penalty: 4309.473145
	Iteration 3F: 3 clusters Score -879674.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -879776.875000 Penalty: 4309.473145
	Iteration 4Q: 3 clusters Score -879776.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -879855.625000 Penalty: 4309.473145
	Iteration 5Q: 3 clusters Score -879855.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -879917.062500 Penalty: 4309.473145
	Iteration 6Q: 3 clusters Score -879917.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -879965.687500 Penalty: 4309.473145
	Iteration 7Q: 3 clusters Score -879965.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -880011.687500 Penalty: 4309.473145
	Iteration 8Q: 3 clusters Score -880011.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -880072.250000 Penalty: 4309.473145
	Iteration 9Q: 3 clusters Score -880072.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -880120.250000 Penalty: 4309.473145
	Iteration 10Q: 3 clusters Score -880120.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -880166.812500 Penalty: 4309.473145
	Iteration 11Q: 3 clusters Score -880166.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -880210.250000 Penalty: 4309.473145
	Iteration 12Q: 3 clusters Score -880210.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -880258.375000 Penalty: 4309.473145
	Iteration 13Q: 3 clusters Score -880258.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -880303.750000 Penalty: 4309.473145
	Iteration 14Q: 3 clusters Score -880303.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -880359.312500 Penalty: 4309.473145
	Iteration 15Q: 3 clusters Score -880359.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -880422.437500 Penalty: 4309.473145
	Iteration 16Q: 3 clusters Score -880422.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -880473.125000 Penalty: 4309.473145
	Iteration 17Q: 3 clusters Score -880473.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -880525.437500 Penalty: 4309.473145
	Iteration 18Q: 3 clusters Score -880525.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -880577.687500 Penalty: 4309.473145
	Iteration 19Q: 3 clusters Score -880577.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -880624.687500 Penalty: 4309.473145
	Iteration 20F: 3 clusters Score -880624.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -880673.062500 Penalty: 4309.473145
	Iteration 21Q: 3 clusters Score -880673.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -880729.687500 Penalty: 4309.473145
	Iteration 22Q: 3 clusters Score -880729.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -880779.125000 Penalty: 4309.473145
	Iteration 23Q: 3 clusters Score -880779.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -880829.062500 Penalty: 4309.473145
	Iteration 24Q: 3 clusters Score -880829.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -880873.187500 Penalty: 4309.473145
	Iteration 25Q: 3 clusters Score -880873.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -880920.500000 Penalty: 4309.473145
	Iteration 26Q: 3 clusters Score -880920.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -880971.312500 Penalty: 4309.473145
	Iteration 27Q: 3 clusters Score -880971.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -881018.375000 Penalty: 4309.473145
	Iteration 28Q: 3 clusters Score -881018.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -881064.000000 Penalty: 4309.473145
	Iteration 29Q: 3 clusters Score -881064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -881099.687500 Penalty: 4309.473145
	Iteration 30Q: 3 clusters Score -881099.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -881124.625000 Penalty: 4309.473145
	Iteration 31Q: 3 clusters Score -881124.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -881159.875000 Penalty: 4309.473145
	Iteration 32Q: 3 clusters Score -881159.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -881191.125000 Penalty: 4309.473145
	Iteration 33Q: 3 clusters Score -881191.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -881224.125000 Penalty: 4309.473145
	Iteration 34Q: 3 clusters Score -881224.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -881247.375000 Penalty: 4309.473145
	Iteration 35Q: 3 clusters Score -881247.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -881265.937500 Penalty: 4309.473145
	Iteration 36Q: 3 clusters Score -881265.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -881288.625000 Penalty: 4309.473145
	Iteration 37Q: 3 clusters Score -881288.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -881308.500000 Penalty: 4309.473145
	Iteration 38Q: 3 clusters Score -881308.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -881325.625000 Penalty: 4309.473145
	Iteration 39Q: 3 clusters Score -881325.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -881345.750000 Penalty: 4309.473145
	Iteration 40F: 3 clusters Score -881345.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -881360.250000 Penalty: 4309.473145
	Iteration 41Q: 3 clusters Score -881360.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -881376.562500 Penalty: 4309.473145
	Iteration 42Q: 3 clusters Score -881376.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -881397.375000 Penalty: 4309.473145
	Iteration 43Q: 3 clusters Score -881397.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -881412.250000 Penalty: 4309.473145
	Iteration 44Q: 3 clusters Score -881412.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -881429.250000 Penalty: 4309.473145
	Iteration 45Q: 3 clusters Score -881429.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -881438.500000 Penalty: 4309.473145
	Iteration 46Q: 3 clusters Score -881438.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -881452.812500 Penalty: 4309.473145
	Iteration 47Q: 3 clusters Score -881452.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -881461.500000 Penalty: 4309.473145
	Iteration 48Q: 3 clusters Score -881461.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -881465.812500 Penalty: 4309.473145
	Iteration 49Q: 3 clusters Score -881465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -881471.125000 Penalty: 4309.473145
	Iteration 50Q: 3 clusters Score -881471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -881474.625000 Penalty: 4309.473145
	Iteration 51Q: 3 clusters Score -881474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -881480.562500 Penalty: 4309.473145
	Iteration 52Q: 3 clusters Score -881480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -881483.375000 Penalty: 4309.473145
	Iteration 53Q: 3 clusters Score -881483.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -881485.375000 Penalty: 4309.473145
	Iteration 54Q: 3 clusters Score -881485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -881486.875000 Penalty: 4309.473145
	Iteration 55Q: 3 clusters Score -881486.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -881491.000000 Penalty: 4309.473145
	Iteration 56Q: 3 clusters Score -881491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -881494.250000 Penalty: 4309.473145
	Iteration 57Q: 3 clusters Score -881494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -881495.562500 Penalty: 4309.473145
	Iteration 58Q: 3 clusters Score -881495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -881496.625000 Penalty: 4309.473145
	Iteration 59Q: 3 clusters Score -881496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -881499.937500 Penalty: 4309.473145
	Iteration 60F: 3 clusters Score -881499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -881501.250000 Penalty: 4309.473145
	Iteration 61Q: 3 clusters Score -881501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -881501.250000 Penalty: 4309.473145
	Iteration 62F: 3 clusters Score -881501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -76486.328125 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -76486.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74994.101562 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -74994.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75183.000000 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -75183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75222.359375 Penalty: 3115.076416
	Iteration 2Q: 3 clusters Score -75222.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75233.468750 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -75233.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75240.460938 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -75240.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75243.953125 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -75243.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75249.984375 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -75249.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75273.890625 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -75273.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75319.109375 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -75319.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75378.554688 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -75378.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75464.859375 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -75464.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75584.492188 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -75584.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75699.648438 Penalty: 3115.076416
	Iteration 12F: 3 clusters Score -75699.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75830.500000 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -75830.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75895.359375 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -75895.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75942.054688 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -75942.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75970.359375 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -75970.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75981.734375 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -75981.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75983.671875 Penalty: 3115.076416
	Iteration 18Q: 3 clusters Score -75983.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75983.671875 Penalty: 3115.076416
	Iteration 19F: 3 clusters Score -75983.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Entering Unmasked Estep 
Score: -983213.375000 Penalty: 2183.435547
	Iteration 0F: 2 clusters Score -983213.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -977632.875000 Penalty: 4366.871094
	Iteration 0F: 3 clusters Score -977632.9 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -979120.250000 Penalty: 4366.871094
	Iteration 1F: 3 clusters Score -979120.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -979399.937500 Penalty: 4366.871094
	Iteration 2F: 3 clusters Score -979399.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -979582.125000 Penalty: 4366.871094
	Iteration 3F: 3 clusters Score -979582.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -979711.500000 Penalty: 4366.871094
	Iteration 4Q: 3 clusters Score -979711.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -979828.500000 Penalty: 4366.871094
	Iteration 5Q: 3 clusters Score -979828.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -979930.375000 Penalty: 4366.871094
	Iteration 6Q: 3 clusters Score -979930.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -980019.437500 Penalty: 4366.871094
	Iteration 7Q: 3 clusters Score -980019.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -980111.312500 Penalty: 4366.871094
	Iteration 8Q: 3 clusters Score -980111.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -980212.375000 Penalty: 4366.871094
	Iteration 9Q: 3 clusters Score -980212.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -980319.312500 Penalty: 4366.871094
	Iteration 10Q: 3 clusters Score -980319.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -980418.875000 Penalty: 4366.871094
	Iteration 11Q: 3 clusters Score -980418.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -980518.437500 Penalty: 4366.871094
	Iteration 12Q: 3 clusters Score -980518.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -980634.812500 Penalty: 4366.871094
	Iteration 13Q: 3 clusters Score -980634.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -980750.625000 Penalty: 4366.871094
	Iteration 14Q: 3 clusters Score -980750.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -980865.437500 Penalty: 4366.871094
	Iteration 15Q: 3 clusters Score -980865.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -980979.187500 Penalty: 4366.871094
	Iteration 16Q: 3 clusters Score -980979.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -981096.375000 Penalty: 4366.871094
	Iteration 17Q: 3 clusters Score -981096.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -981222.875000 Penalty: 4366.871094
	Iteration 18Q: 3 clusters Score -981222.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -981359.125000 Penalty: 4366.871094
	Iteration 19Q: 3 clusters Score -981359.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -981481.750000 Penalty: 4366.871094
	Iteration 20F: 3 clusters Score -981481.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -981603.375000 Penalty: 4366.871094
	Iteration 21Q: 3 clusters Score -981603.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -981733.875000 Penalty: 4366.871094
	Iteration 22Q: 3 clusters Score -981733.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -981844.562500 Penalty: 4366.871094
	Iteration 23Q: 3 clusters Score -981844.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -981936.437500 Penalty: 4366.871094
	Iteration 24Q: 3 clusters Score -981936.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -982019.187500 Penalty: 4366.871094
	Iteration 25Q: 3 clusters Score -982019.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -982100.937500 Penalty: 4366.871094
	Iteration 26Q: 3 clusters Score -982100.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -982189.000000 Penalty: 4366.871094
	Iteration 27Q: 3 clusters Score -982189 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -982267.062500 Penalty: 4366.871094
	Iteration 28Q: 3 clusters Score -982267.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -982338.812500 Penalty: 4366.871094
	Iteration 29Q: 3 clusters Score -982338.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -982401.125000 Penalty: 4366.871094
	Iteration 30Q: 3 clusters Score -982401.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -982443.375000 Penalty: 4366.871094
	Iteration 31Q: 3 clusters Score -982443.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -982482.000000 Penalty: 4366.871094
	Iteration 32Q: 3 clusters Score -982482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -982503.187500 Penalty: 4366.871094
	Iteration 33Q: 3 clusters Score -982503.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -982527.937500 Penalty: 4366.871094
	Iteration 34Q: 3 clusters Score -982527.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -982541.875000 Penalty: 4366.871094
	Iteration 35Q: 3 clusters Score -982541.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -982562.375000 Penalty: 4366.871094
	Iteration 36Q: 3 clusters Score -982562.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -982575.750000 Penalty: 4366.871094
	Iteration 37Q: 3 clusters Score -982575.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -982582.562500 Penalty: 4366.871094
	Iteration 38Q: 3 clusters Score -982582.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -982588.937500 Penalty: 4366.871094
	Iteration 39Q: 3 clusters Score -982588.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -982600.125000 Penalty: 4366.871094
	Iteration 40F: 3 clusters Score -982600.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -982607.750000 Penalty: 4366.871094
	Iteration 41Q: 3 clusters Score -982607.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -982618.562500 Penalty: 4366.871094
	Iteration 42Q: 3 clusters Score -982618.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -982628.250000 Penalty: 4366.871094
	Iteration 43Q: 3 clusters Score -982628.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -982636.500000 Penalty: 4366.871094
	Iteration 44Q: 3 clusters Score -982636.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -982642.312500 Penalty: 4366.871094
	Iteration 45Q: 3 clusters Score -982642.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -982649.187500 Penalty: 4366.871094
	Iteration 46Q: 3 clusters Score -982649.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -982654.750000 Penalty: 4366.871094
	Iteration 47Q: 3 clusters Score -982654.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -982659.937500 Penalty: 4366.871094
	Iteration 48Q: 3 clusters Score -982659.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -982663.187500 Penalty: 4366.871094
	Iteration 49Q: 3 clusters Score -982663.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -982667.562500 Penalty: 4366.871094
	Iteration 50Q: 3 clusters Score -982667.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -982674.625000 Penalty: 4366.871094
	Iteration 51Q: 3 clusters Score -982674.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -982681.000000 Penalty: 4366.871094
	Iteration 52Q: 3 clusters Score -982681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -982688.187500 Penalty: 4366.871094
	Iteration 53Q: 3 clusters Score -982688.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -982688.437500 Penalty: 4366.871094
	Iteration 54Q: 3 clusters Score -982688.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -982692.000000 Penalty: 4366.871094
	Iteration 55Q: 3 clusters Score -982692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -982691.812500 Penalty: 4366.871094
	Iteration 56Q: 3 clusters Score -982691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -982698.625000 Penalty: 4366.871094
	Iteration 57Q: 3 clusters Score -982698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -982701.937500 Penalty: 4366.871094
	Iteration 58Q: 3 clusters Score -982701.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -982700.625000 Penalty: 4366.871094
	Iteration 59Q: 3 clusters Score -982700.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -982704.625000 Penalty: 4366.871094
	Iteration 60F: 3 clusters Score -982704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -982705.500000 Penalty: 4366.871094
	Iteration 61Q: 3 clusters Score -982705.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -982706.187500 Penalty: 4366.871094
	Iteration 62Q: 3 clusters Score -982706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -982709.062500 Penalty: 4366.871094
	Iteration 63Q: 3 clusters Score -982709.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -982710.125000 Penalty: 4366.871094
	Iteration 64Q: 3 clusters Score -982710.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -982711.187500 Penalty: 4366.871094
	Iteration 65Q: 3 clusters Score -982711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -982711.062500 Penalty: 4366.871094
	Iteration 66Q: 3 clusters Score -982711.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -982711.375000 Penalty: 4366.871094
	Iteration 67Q: 3 clusters Score -982711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -982711.375000 Penalty: 4366.871094
	Iteration 68F: 3 clusters Score -982711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Entering Unmasked Estep 
Score: -16863564.000000 Penalty: 2871.796875
	Iteration 0F: 2 clusters Score -1.686356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -16794492.000000 Penalty: 5743.593750
	Iteration 0F: 3 clusters Score -1.679449e+07 nChanged 50748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -16824570.000000 Penalty: 5743.593750
	Iteration 1F: 3 clusters Score -1.682457e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -16826686.000000 Penalty: 5743.593750
	Iteration 2Q: 3 clusters Score -1.682669e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -16829636.000000 Penalty: 5743.593750
	Iteration 3F: 3 clusters Score -1.682964e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58508 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -16833280.000000 Penalty: 5743.593750
	Iteration 4F: 3 clusters Score -1.683328e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -16837740.000000 Penalty: 5743.593750
	Iteration 5F: 3 clusters Score -1.683774e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -16843004.000000 Penalty: 5743.593750
	Iteration 6F: 3 clusters Score -1.6843e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -16848256.000000 Penalty: 5743.593750
	Iteration 7F: 3 clusters Score -1.684826e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72774 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -16852174.000000 Penalty: 5743.593750
	Iteration 8F: 3 clusters Score -1.685217e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75393 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -16854306.000000 Penalty: 5743.593750
	Iteration 9Q: 3 clusters Score -1.685431e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -16855476.000000 Penalty: 5743.593750
	Iteration 10Q: 3 clusters Score -1.685548e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -16856156.000000 Penalty: 5743.593750
	Iteration 11Q: 3 clusters Score -1.685616e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -16856794.000000 Penalty: 5743.593750
	Iteration 12Q: 3 clusters Score -1.685679e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -16857412.000000 Penalty: 5743.593750
	Iteration 13Q: 3 clusters Score -1.685741e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -16857802.000000 Penalty: 5743.593750
	Iteration 14Q: 3 clusters Score -1.68578e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -16858262.000000 Penalty: 5743.593750
	Iteration 15Q: 3 clusters Score -1.685826e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -16858674.000000 Penalty: 5743.593750
	Iteration 16Q: 3 clusters Score -1.685867e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -16859086.000000 Penalty: 5743.593750
	Iteration 17Q: 3 clusters Score -1.685909e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -16859416.000000 Penalty: 5743.593750
	Iteration 18Q: 3 clusters Score -1.685942e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -16859806.000000 Penalty: 5743.593750
	Iteration 19Q: 3 clusters Score -1.685981e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -16860094.000000 Penalty: 5743.593750
	Iteration 20F: 3 clusters Score -1.686009e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -16860316.000000 Penalty: 5743.593750
	Iteration 21Q: 3 clusters Score -1.686032e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -16860584.000000 Penalty: 5743.593750
	Iteration 22Q: 3 clusters Score -1.686058e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -16860810.000000 Penalty: 5743.593750
	Iteration 23Q: 3 clusters Score -1.686081e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -16861092.000000 Penalty: 5743.593750
	Iteration 24Q: 3 clusters Score -1.686109e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -16861418.000000 Penalty: 5743.593750
	Iteration 25Q: 3 clusters Score -1.686142e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -16861696.000000 Penalty: 5743.593750
	Iteration 26Q: 3 clusters Score -1.68617e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -16861914.000000 Penalty: 5743.593750
	Iteration 27Q: 3 clusters Score -1.686191e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97894 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -16862134.000000 Penalty: 5743.593750
	Iteration 28Q: 3 clusters Score -1.686213e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -16862298.000000 Penalty: 5743.593750
	Iteration 29Q: 3 clusters Score -1.68623e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -16862428.000000 Penalty: 5743.593750
	Iteration 30Q: 3 clusters Score -1.686243e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99812 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -16862444.000000 Penalty: 5743.593750
	Iteration 31Q: 3 clusters Score -1.686244e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -16862504.000000 Penalty: 5743.593750
	Iteration 32Q: 3 clusters Score -1.68625e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100776 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -16862554.000000 Penalty: 5743.593750
	Iteration 33Q: 3 clusters Score -1.686255e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -16862518.000000 Penalty: 5743.593750
	Iteration 34Q: 3 clusters Score -1.686252e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101584 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -16862528.000000 Penalty: 5743.593750
	Iteration 35Q: 3 clusters Score -1.686253e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101954 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -16862552.000000 Penalty: 5743.593750
	Iteration 36Q: 3 clusters Score -1.686255e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -16862560.000000 Penalty: 5743.593750
	Iteration 37Q: 3 clusters Score -1.686256e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102543 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -16862562.000000 Penalty: 5743.593750
	Iteration 38Q: 3 clusters Score -1.686256e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -16862536.000000 Penalty: 5743.593750
	Iteration 39Q: 3 clusters Score -1.686254e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102984 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -16862526.000000 Penalty: 5743.593750
	Iteration 40F: 3 clusters Score -1.686253e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -16862516.000000 Penalty: 5743.593750
	Iteration 41Q: 3 clusters Score -1.686252e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -16862514.000000 Penalty: 5743.593750
	Iteration 42Q: 3 clusters Score -1.686251e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103416 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -16862528.000000 Penalty: 5743.593750
	Iteration 43Q: 3 clusters Score -1.686253e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -16862522.000000 Penalty: 5743.593750
	Iteration 44Q: 3 clusters Score -1.686252e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -16862500.000000 Penalty: 5743.593750
	Iteration 45Q: 3 clusters Score -1.68625e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -16862504.000000 Penalty: 5743.593750
	Iteration 46Q: 3 clusters Score -1.68625e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103772 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -16862488.000000 Penalty: 5743.593750
	Iteration 47Q: 3 clusters Score -1.686249e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -16862494.000000 Penalty: 5743.593750
	Iteration 48Q: 3 clusters Score -1.686249e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103924 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -16862494.000000 Penalty: 5743.593750
	Iteration 49Q: 3 clusters Score -1.686249e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103969 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -16862504.000000 Penalty: 5743.593750
	Iteration 50Q: 3 clusters Score -1.68625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104006 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -16862494.000000 Penalty: 5743.593750
	Iteration 51Q: 3 clusters Score -1.686249e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104053 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -16862472.000000 Penalty: 5743.593750
	Iteration 52Q: 3 clusters Score -1.686247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -16862462.000000 Penalty: 5743.593750
	Iteration 53Q: 3 clusters Score -1.686246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104116 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -16862462.000000 Penalty: 5743.593750
	Iteration 54Q: 3 clusters Score -1.686246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -16862478.000000 Penalty: 5743.593750
	Iteration 55Q: 3 clusters Score -1.686248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104171 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -16862476.000000 Penalty: 5743.593750
	Iteration 56Q: 3 clusters Score -1.686248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104194 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -16862468.000000 Penalty: 5743.593750
	Iteration 57Q: 3 clusters Score -1.686247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104219 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -16862464.000000 Penalty: 5743.593750
	Iteration 58Q: 3 clusters Score -1.686246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -16862474.000000 Penalty: 5743.593750
	Iteration 59Q: 3 clusters Score -1.686247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104276 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -16862464.000000 Penalty: 5743.593750
	Iteration 60F: 3 clusters Score -1.686246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104294 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -16862448.000000 Penalty: 5743.593750
	Iteration 61Q: 3 clusters Score -1.686245e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104318 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -16862460.000000 Penalty: 5743.593750
	Iteration 62Q: 3 clusters Score -1.686246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104332 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -16862446.000000 Penalty: 5743.593750
	Iteration 63Q: 3 clusters Score -1.686245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104339 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -16862440.000000 Penalty: 5743.593750
	Iteration 64Q: 3 clusters Score -1.686244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -16862434.000000 Penalty: 5743.593750
	Iteration 65Q: 3 clusters Score -1.686243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -16862444.000000 Penalty: 5743.593750
	Iteration 66Q: 3 clusters Score -1.686244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -16862440.000000 Penalty: 5743.593750
	Iteration 67Q: 3 clusters Score -1.686244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -16862446.000000 Penalty: 5743.593750
	Iteration 68Q: 3 clusters Score -1.686245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -16862448.000000 Penalty: 5743.593750
	Iteration 69Q: 3 clusters Score -1.686245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -16862462.000000 Penalty: 5743.593750
	Iteration 70Q: 3 clusters Score -1.686246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104386 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -16862458.000000 Penalty: 5743.593750
	Iteration 71Q: 3 clusters Score -1.686246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104397 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -16862438.000000 Penalty: 5743.593750
	Iteration 72Q: 3 clusters Score -1.686244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -16862434.000000 Penalty: 5743.593750
	Iteration 73Q: 3 clusters Score -1.686243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104422 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -16862430.000000 Penalty: 5743.593750
	Iteration 74Q: 3 clusters Score -1.686243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -16862434.000000 Penalty: 5743.593750
	Iteration 75Q: 3 clusters Score -1.686243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104439 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -16862434.000000 Penalty: 5743.593750
	Iteration 76Q: 3 clusters Score -1.686243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104444 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -16862438.000000 Penalty: 5743.593750
	Iteration 77Q: 3 clusters Score -1.686244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -16862438.000000 Penalty: 5743.593750
	Iteration 78Q: 3 clusters Score -1.686244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -16862434.000000 Penalty: 5743.593750
	Iteration 79Q: 3 clusters Score -1.686243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -16862442.000000 Penalty: 5743.593750
	Iteration 80F: 3 clusters Score -1.686244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104462 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -16862436.000000 Penalty: 5743.593750
	Iteration 81Q: 3 clusters Score -1.686244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -16862436.000000 Penalty: 5743.593750
	Iteration 82Q: 3 clusters Score -1.686244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104469 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -16862436.000000 Penalty: 5743.593750
	Iteration 83Q: 3 clusters Score -1.686244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -16862436.000000 Penalty: 5743.593750
	Iteration 84Q: 3 clusters Score -1.686244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104471 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -16862438.000000 Penalty: 5743.593750
	Iteration 85Q: 3 clusters Score -1.686244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104477 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -16862422.000000 Penalty: 5743.593750
	Iteration 86Q: 3 clusters Score -1.686242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104480 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -16862432.000000 Penalty: 5743.593750
	Iteration 87Q: 3 clusters Score -1.686243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -16862422.000000 Penalty: 5743.593750
	Iteration 88Q: 3 clusters Score -1.686242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104495 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -16862426.000000 Penalty: 5743.593750
	Iteration 89Q: 3 clusters Score -1.686243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104501 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -16862430.000000 Penalty: 5743.593750
	Iteration 90Q: 3 clusters Score -1.686243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104507 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -16862414.000000 Penalty: 5743.593750
	Iteration 91Q: 3 clusters Score -1.686241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -16862424.000000 Penalty: 5743.593750
	Iteration 92Q: 3 clusters Score -1.686242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -16862442.000000 Penalty: 5743.593750
	Iteration 93Q: 3 clusters Score -1.686244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104532 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -16862432.000000 Penalty: 5743.593750
	Iteration 94Q: 3 clusters Score -1.686243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104538 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -16862434.000000 Penalty: 5743.593750
	Iteration 95Q: 3 clusters Score -1.686243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -16862430.000000 Penalty: 5743.593750
	Iteration 96Q: 3 clusters Score -1.686243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104554 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -16862444.000000 Penalty: 5743.593750
	Iteration 97Q: 3 clusters Score -1.686244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -16862424.000000 Penalty: 5743.593750
	Iteration 98Q: 3 clusters Score -1.686242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -16862424.000000 Penalty: 5743.593750
	Iteration 99Q: 3 clusters Score -1.686242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -16862440.000000 Penalty: 5743.593750
	Iteration 100F: 3 clusters Score -1.686244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104602 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -16862442.000000 Penalty: 5743.593750
	Iteration 101Q: 3 clusters Score -1.686244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -16862446.000000 Penalty: 5743.593750
	Iteration 102Q: 3 clusters Score -1.686245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104613 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -16862442.000000 Penalty: 5743.593750
	Iteration 103Q: 3 clusters Score -1.686244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -16862454.000000 Penalty: 5743.593750
	Iteration 104Q: 3 clusters Score -1.686245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104628 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -16862440.000000 Penalty: 5743.593750
	Iteration 105Q: 3 clusters Score -1.686244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -16862448.000000 Penalty: 5743.593750
	Iteration 106Q: 3 clusters Score -1.686245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104635 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -16862450.000000 Penalty: 5743.593750
	Iteration 107Q: 3 clusters Score -1.686245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -16862452.000000 Penalty: 5743.593750
	Iteration 108Q: 3 clusters Score -1.686245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -16862450.000000 Penalty: 5743.593750
	Iteration 109Q: 3 clusters Score -1.686245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104643 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -16862446.000000 Penalty: 5743.593750
	Iteration 110Q: 3 clusters Score -1.686245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -16862452.000000 Penalty: 5743.593750
	Iteration 111Q: 3 clusters Score -1.686245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104647 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -16862446.000000 Penalty: 5743.593750
	Iteration 112Q: 3 clusters Score -1.686245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104648 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -16862446.000000 Penalty: 5743.593750
	Iteration 113Q: 3 clusters Score -1.686245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -16862448.000000 Penalty: 5743.593750
	Iteration 114Q: 3 clusters Score -1.686245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -16862448.000000 Penalty: 5743.593750
	Iteration 115F: 3 clusters Score -1.686245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -391542.062500 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -391542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -388540.843750 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -388540.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -389172.562500 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -389172.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -389336.843750 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -389336.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -389449.000000 Penalty: 3903.791748
	Iteration 3Q: 3 clusters Score -389449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -389525.031250 Penalty: 3903.791748
	Iteration 4Q: 3 clusters Score -389525 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -389577.968750 Penalty: 3903.791748
	Iteration 5Q: 3 clusters Score -389578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -389614.875000 Penalty: 3903.791748
	Iteration 6Q: 3 clusters Score -389614.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -389647.468750 Penalty: 3903.791748
	Iteration 7Q: 3 clusters Score -389647.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -389673.906250 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -389673.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -389700.156250 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -389700.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -389728.468750 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -389728.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -389754.468750 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -389754.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -389790.000000 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -389790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -389829.218750 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -389829.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -389867.531250 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -389867.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -389904.187500 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -389904.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -389942.031250 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -389942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -390003.687500 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -390003.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -390060.312500 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -390060.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -390129.781250 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -390129.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -390254.281250 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -390254.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -390426.343750 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -390426.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -390569.031250 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -390569 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -390657.531250 Penalty: 3903.791748
	Iteration 23Q: 3 clusters Score -390657.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -390713.562500 Penalty: 3903.791748
	Iteration 24Q: 3 clusters Score -390713.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -390783.062500 Penalty: 3903.791748
	Iteration 25Q: 3 clusters Score -390783.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -390817.406250 Penalty: 3903.791748
	Iteration 26Q: 3 clusters Score -390817.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -390844.656250 Penalty: 3903.791748
	Iteration 27Q: 3 clusters Score -390844.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -390866.968750 Penalty: 3903.791748
	Iteration 28Q: 3 clusters Score -390867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -390883.437500 Penalty: 3903.791748
	Iteration 29Q: 3 clusters Score -390883.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -390893.031250 Penalty: 3903.791748
	Iteration 30Q: 3 clusters Score -390893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -390899.125000 Penalty: 3903.791748
	Iteration 31Q: 3 clusters Score -390899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -390903.812500 Penalty: 3903.791748
	Iteration 32Q: 3 clusters Score -390903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -390907.000000 Penalty: 3903.791748
	Iteration 33Q: 3 clusters Score -390907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -390908.718750 Penalty: 3903.791748
	Iteration 34Q: 3 clusters Score -390908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -390909.468750 Penalty: 3903.791748
	Iteration 35Q: 3 clusters Score -390909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -390909.468750 Penalty: 3903.791748
	Iteration 36F: 3 clusters Score -390909.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Entering Unmasked Estep 
Score: -3504258.000000 Penalty: 2487.480957
	Iteration 0F: 2 clusters Score -3504258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3488439.250000 Penalty: 4974.961914
	Iteration 0F: 3 clusters Score -3488439 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3493775.500000 Penalty: 4974.961914
	Iteration 1F: 3 clusters Score -3493776 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3494170.750000 Penalty: 4974.961914
	Iteration 2F: 3 clusters Score -3494171 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3494453.500000 Penalty: 4974.961914
	Iteration 3Q: 3 clusters Score -3494454 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3494711.250000 Penalty: 4974.961914
	Iteration 4Q: 3 clusters Score -3494711 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3494916.000000 Penalty: 4974.961914
	Iteration 5Q: 3 clusters Score -3494916 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3495104.250000 Penalty: 4974.961914
	Iteration 6Q: 3 clusters Score -3495104 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3495302.750000 Penalty: 4974.961914
	Iteration 7Q: 3 clusters Score -3495303 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3495526.500000 Penalty: 4974.961914
	Iteration 8Q: 3 clusters Score -3495526 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3495746.500000 Penalty: 4974.961914
	Iteration 9Q: 3 clusters Score -3495746 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3496018.000000 Penalty: 4974.961914
	Iteration 10Q: 3 clusters Score -3496018 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3496333.250000 Penalty: 4974.961914
	Iteration 11Q: 3 clusters Score -3496333 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3496756.250000 Penalty: 4974.961914
	Iteration 12Q: 3 clusters Score -3496756 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3497299.500000 Penalty: 4974.961914
	Iteration 13Q: 3 clusters Score -3497300 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3497966.250000 Penalty: 4974.961914
	Iteration 14Q: 3 clusters Score -3497966 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3498722.750000 Penalty: 4974.961914
	Iteration 15Q: 3 clusters Score -3498723 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3499493.500000 Penalty: 4974.961914
	Iteration 16Q: 3 clusters Score -3499494 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3500251.500000 Penalty: 4974.961914
	Iteration 17Q: 3 clusters Score -3500252 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3500845.750000 Penalty: 4974.961914
	Iteration 18Q: 3 clusters Score -3500846 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3501300.750000 Penalty: 4974.961914
	Iteration 19Q: 3 clusters Score -3501301 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3501584.250000 Penalty: 4974.961914
	Iteration 20F: 3 clusters Score -3501584 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3501751.750000 Penalty: 4974.961914
	Iteration 21Q: 3 clusters Score -3501752 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3501856.500000 Penalty: 4974.961914
	Iteration 22Q: 3 clusters Score -3501856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -3501945.500000 Penalty: 4974.961914
	Iteration 23Q: 3 clusters Score -3501946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3501999.500000 Penalty: 4974.961914
	Iteration 24Q: 3 clusters Score -3502000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -3502040.750000 Penalty: 4974.961914
	Iteration 25Q: 3 clusters Score -3502041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3502074.750000 Penalty: 4974.961914
	Iteration 26Q: 3 clusters Score -3502075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3502097.000000 Penalty: 4974.961914
	Iteration 27Q: 3 clusters Score -3502097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3502112.250000 Penalty: 4974.961914
	Iteration 28Q: 3 clusters Score -3502112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3502125.750000 Penalty: 4974.961914
	Iteration 29Q: 3 clusters Score -3502126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -3502138.750000 Penalty: 4974.961914
	Iteration 30Q: 3 clusters Score -3502139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3502143.750000 Penalty: 4974.961914
	Iteration 31Q: 3 clusters Score -3502144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -3502150.250000 Penalty: 4974.961914
	Iteration 32Q: 3 clusters Score -3502150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3502156.750000 Penalty: 4974.961914
	Iteration 33Q: 3 clusters Score -3502157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -3502162.000000 Penalty: 4974.961914
	Iteration 34Q: 3 clusters Score -3502162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -3502166.500000 Penalty: 4974.961914
	Iteration 35Q: 3 clusters Score -3502166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3502170.000000 Penalty: 4974.961914
	Iteration 36Q: 3 clusters Score -3502170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3502170.000000 Penalty: 4974.961914
	Iteration 37F: 3 clusters Score -3502170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -396899.718750 Penalty: 1957.790894
	Iteration 0F: 2 clusters Score -396899.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -393855.218750 Penalty: 3915.581787
	Iteration 0F: 3 clusters Score -393855.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -394420.843750 Penalty: 3915.581787
	Iteration 1F: 3 clusters Score -394420.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -394567.625000 Penalty: 3915.581787
	Iteration 2F: 3 clusters Score -394567.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -394642.718750 Penalty: 3915.581787
	Iteration 3Q: 3 clusters Score -394642.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -394689.718750 Penalty: 3915.581787
	Iteration 4Q: 3 clusters Score -394689.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -394716.625000 Penalty: 3915.581787
	Iteration 5Q: 3 clusters Score -394716.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -394735.718750 Penalty: 3915.581787
	Iteration 6Q: 3 clusters Score -394735.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -394750.156250 Penalty: 3915.581787
	Iteration 7Q: 3 clusters Score -394750.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -394770.312500 Penalty: 3915.581787
	Iteration 8Q: 3 clusters Score -394770.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -394786.125000 Penalty: 3915.581787
	Iteration 9Q: 3 clusters Score -394786.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -394799.593750 Penalty: 3915.581787
	Iteration 10Q: 3 clusters Score -394799.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -394810.875000 Penalty: 3915.581787
	Iteration 11Q: 3 clusters Score -394810.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -394823.468750 Penalty: 3915.581787
	Iteration 12Q: 3 clusters Score -394823.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -394834.906250 Penalty: 3915.581787
	Iteration 13Q: 3 clusters Score -394834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -394845.781250 Penalty: 3915.581787
	Iteration 14Q: 3 clusters Score -394845.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -394854.500000 Penalty: 3915.581787
	Iteration 15Q: 3 clusters Score -394854.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -394860.843750 Penalty: 3915.581787
	Iteration 16Q: 3 clusters Score -394860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -394865.406250 Penalty: 3915.581787
	Iteration 17Q: 3 clusters Score -394865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -394874.875000 Penalty: 3915.581787
	Iteration 18Q: 3 clusters Score -394874.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -394883.812500 Penalty: 3915.581787
	Iteration 19Q: 3 clusters Score -394883.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -394892.687500 Penalty: 3915.581787
	Iteration 20F: 3 clusters Score -394892.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -394904.531250 Penalty: 3915.581787
	Iteration 21Q: 3 clusters Score -394904.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -394921.250000 Penalty: 3915.581787
	Iteration 22Q: 3 clusters Score -394921.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -394937.062500 Penalty: 3915.581787
	Iteration 23Q: 3 clusters Score -394937.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -394958.187500 Penalty: 3915.581787
	Iteration 24Q: 3 clusters Score -394958.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -394977.937500 Penalty: 3915.581787
	Iteration 25Q: 3 clusters Score -394977.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -394993.593750 Penalty: 3915.581787
	Iteration 26Q: 3 clusters Score -394993.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -395011.468750 Penalty: 3915.581787
	Iteration 27Q: 3 clusters Score -395011.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -395026.031250 Penalty: 3915.581787
	Iteration 28Q: 3 clusters Score -395026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -395039.812500 Penalty: 3915.581787
	Iteration 29Q: 3 clusters Score -395039.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -395046.750000 Penalty: 3915.581787
	Iteration 30Q: 3 clusters Score -395046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -395051.843750 Penalty: 3915.581787
	Iteration 31Q: 3 clusters Score -395051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -395055.406250 Penalty: 3915.581787
	Iteration 32Q: 3 clusters Score -395055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -395059.750000 Penalty: 3915.581787
	Iteration 33Q: 3 clusters Score -395059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -395062.250000 Penalty: 3915.581787
	Iteration 34Q: 3 clusters Score -395062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -395064.062500 Penalty: 3915.581787
	Iteration 35Q: 3 clusters Score -395064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -395065.375000 Penalty: 3915.581787
	Iteration 36Q: 3 clusters Score -395065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -395066.968750 Penalty: 3915.581787
	Iteration 37Q: 3 clusters Score -395067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -395067.812500 Penalty: 3915.581787
	Iteration 38Q: 3 clusters Score -395067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -395067.781250 Penalty: 3915.581787
	Iteration 39Q: 3 clusters Score -395067.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -395068.562500 Penalty: 3915.581787
	Iteration 40F: 3 clusters Score -395068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Entering Unmasked Estep 
Score: -967563.437500 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -967563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -962343.937500 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -962343.9 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -963692.437500 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -963692.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -963915.125000 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -963915.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -964060.500000 Penalty: 4321.610352
	Iteration 3Q: 3 clusters Score -964060.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -964146.375000 Penalty: 4321.610352
	Iteration 4Q: 3 clusters Score -964146.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -964210.062500 Penalty: 4321.610352
	Iteration 5Q: 3 clusters Score -964210.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -964259.250000 Penalty: 4321.610352
	Iteration 6Q: 3 clusters Score -964259.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -964308.125000 Penalty: 4321.610352
	Iteration 7Q: 3 clusters Score -964308.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -964365.562500 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -964365.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -964413.937500 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -964413.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -964456.500000 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -964456.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -964511.812500 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -964511.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -964552.687500 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -964552.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -964597.000000 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -964597 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -964643.375000 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -964643.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -964703.812500 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -964703.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -964770.812500 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -964770.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -964826.437500 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -964826.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -964870.937500 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -964870.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -964918.750000 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -964918.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -964956.687500 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -964956.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -964985.625000 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -964985.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -965012.000000 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -965012 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -965035.875000 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -965035.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -965066.937500 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -965066.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -965096.500000 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -965096.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -965117.375000 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -965117.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -965136.187500 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -965136.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -965151.562500 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -965151.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -965168.437500 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -965168.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -965182.250000 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -965182.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -965193.562500 Penalty: 4321.610352
	Iteration 31Q: 3 clusters Score -965193.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -965202.312500 Penalty: 4321.610352
	Iteration 32Q: 3 clusters Score -965202.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -965211.312500 Penalty: 4321.610352
	Iteration 33Q: 3 clusters Score -965211.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -965221.125000 Penalty: 4321.610352
	Iteration 34Q: 3 clusters Score -965221.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -965237.250000 Penalty: 4321.610352
	Iteration 35Q: 3 clusters Score -965237.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -965246.750000 Penalty: 4321.610352
	Iteration 36Q: 3 clusters Score -965246.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -965254.687500 Penalty: 4321.610352
	Iteration 37Q: 3 clusters Score -965254.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -965258.562500 Penalty: 4321.610352
	Iteration 38Q: 3 clusters Score -965258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -965264.562500 Penalty: 4321.610352
	Iteration 39Q: 3 clusters Score -965264.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -965266.812500 Penalty: 4321.610352
	Iteration 40F: 3 clusters Score -965266.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -965273.750000 Penalty: 4321.610352
	Iteration 41Q: 3 clusters Score -965273.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -965276.937500 Penalty: 4321.610352
	Iteration 42Q: 3 clusters Score -965276.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -965284.000000 Penalty: 4321.610352
	Iteration 43Q: 3 clusters Score -965284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -965287.812500 Penalty: 4321.610352
	Iteration 44Q: 3 clusters Score -965287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -965290.250000 Penalty: 4321.610352
	Iteration 45Q: 3 clusters Score -965290.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -965293.625000 Penalty: 4321.610352
	Iteration 46Q: 3 clusters Score -965293.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -965299.625000 Penalty: 4321.610352
	Iteration 47Q: 3 clusters Score -965299.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -965302.375000 Penalty: 4321.610352
	Iteration 48Q: 3 clusters Score -965302.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -965303.437500 Penalty: 4321.610352
	Iteration 49Q: 3 clusters Score -965303.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -965307.875000 Penalty: 4321.610352
	Iteration 50Q: 3 clusters Score -965307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -965310.500000 Penalty: 4321.610352
	Iteration 51Q: 3 clusters Score -965310.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -965312.812500 Penalty: 4321.610352
	Iteration 52Q: 3 clusters Score -965312.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -965316.125000 Penalty: 4321.610352
	Iteration 53Q: 3 clusters Score -965316.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -965322.375000 Penalty: 4321.610352
	Iteration 54Q: 3 clusters Score -965322.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -965325.687500 Penalty: 4321.610352
	Iteration 55Q: 3 clusters Score -965325.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -965330.375000 Penalty: 4321.610352
	Iteration 56Q: 3 clusters Score -965330.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -965334.125000 Penalty: 4321.610352
	Iteration 57Q: 3 clusters Score -965334.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -965339.250000 Penalty: 4321.610352
	Iteration 58Q: 3 clusters Score -965339.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -965343.500000 Penalty: 4321.610352
	Iteration 59Q: 3 clusters Score -965343.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -965346.937500 Penalty: 4321.610352
	Iteration 60F: 3 clusters Score -965346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -965351.062500 Penalty: 4321.610352
	Iteration 61Q: 3 clusters Score -965351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -965351.500000 Penalty: 4321.610352
	Iteration 62Q: 3 clusters Score -965351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -965353.500000 Penalty: 4321.610352
	Iteration 63Q: 3 clusters Score -965353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -965353.750000 Penalty: 4321.610352
	Iteration 64Q: 3 clusters Score -965353.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -965355.875000 Penalty: 4321.610352
	Iteration 65Q: 3 clusters Score -965355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -965358.437500 Penalty: 4321.610352
	Iteration 66Q: 3 clusters Score -965358.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -965360.375000 Penalty: 4321.610352
	Iteration 67Q: 3 clusters Score -965360.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -965362.750000 Penalty: 4321.610352
	Iteration 68Q: 3 clusters Score -965362.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -965369.312500 Penalty: 4321.610352
	Iteration 69Q: 3 clusters Score -965369.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -965369.125000 Penalty: 4321.610352
	Iteration 70Q: 3 clusters Score -965369.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -965371.437500 Penalty: 4321.610352
	Iteration 71Q: 3 clusters Score -965371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -965374.312500 Penalty: 4321.610352
	Iteration 72Q: 3 clusters Score -965374.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -965376.187500 Penalty: 4321.610352
	Iteration 73Q: 3 clusters Score -965376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -965378.437500 Penalty: 4321.610352
	Iteration 74Q: 3 clusters Score -965378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -965382.625000 Penalty: 4321.610352
	Iteration 75Q: 3 clusters Score -965382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -965382.625000 Penalty: 4321.610352
	Iteration 76Q: 3 clusters Score -965382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -965386.062500 Penalty: 4321.610352
	Iteration 77Q: 3 clusters Score -965386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -965387.250000 Penalty: 4321.610352
	Iteration 78Q: 3 clusters Score -965387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -965392.125000 Penalty: 4321.610352
	Iteration 79Q: 3 clusters Score -965392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -965391.687500 Penalty: 4321.610352
	Iteration 80F: 3 clusters Score -965391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -965396.125000 Penalty: 4321.610352
	Iteration 81Q: 3 clusters Score -965396.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -965399.375000 Penalty: 4321.610352
	Iteration 82Q: 3 clusters Score -965399.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -965400.875000 Penalty: 4321.610352
	Iteration 83Q: 3 clusters Score -965400.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -965402.875000 Penalty: 4321.610352
	Iteration 84Q: 3 clusters Score -965402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -965403.687500 Penalty: 4321.610352
	Iteration 85Q: 3 clusters Score -965403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -965404.187500 Penalty: 4321.610352
	Iteration 86Q: 3 clusters Score -965404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -965405.562500 Penalty: 4321.610352
	Iteration 87Q: 3 clusters Score -965405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -965404.875000 Penalty: 4321.610352
	Iteration 88Q: 3 clusters Score -965404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -965407.812500 Penalty: 4321.610352
	Iteration 89Q: 3 clusters Score -965407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -965407.937500 Penalty: 4321.610352
	Iteration 90Q: 3 clusters Score -965407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -965409.125000 Penalty: 4321.610352
	Iteration 91Q: 3 clusters Score -965409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -965408.937500 Penalty: 4321.610352
	Iteration 92Q: 3 clusters Score -965408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -965410.125000 Penalty: 4321.610352
	Iteration 93Q: 3 clusters Score -965410.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -965410.937500 Penalty: 4321.610352
	Iteration 94Q: 3 clusters Score -965410.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -965414.875000 Penalty: 4321.610352
	Iteration 95Q: 3 clusters Score -965414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -965418.312500 Penalty: 4321.610352
	Iteration 96Q: 3 clusters Score -965418.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -965420.875000 Penalty: 4321.610352
	Iteration 97Q: 3 clusters Score -965420.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -965424.562500 Penalty: 4321.610352
	Iteration 98Q: 3 clusters Score -965424.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -965430.812500 Penalty: 4321.610352
	Iteration 99Q: 3 clusters Score -965430.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -965437.812500 Penalty: 4321.610352
	Iteration 100F: 3 clusters Score -965437.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -965448.812500 Penalty: 4321.610352
	Iteration 101Q: 3 clusters Score -965448.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -965457.687500 Penalty: 4321.610352
	Iteration 102Q: 3 clusters Score -965457.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -965466.625000 Penalty: 4321.610352
	Iteration 103Q: 3 clusters Score -965466.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -965477.937500 Penalty: 4321.610352
	Iteration 104Q: 3 clusters Score -965477.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -965485.937500 Penalty: 4321.610352
	Iteration 105Q: 3 clusters Score -965485.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -965489.437500 Penalty: 4321.610352
	Iteration 106Q: 3 clusters Score -965489.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -965494.250000 Penalty: 4321.610352
	Iteration 107Q: 3 clusters Score -965494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -965497.187500 Penalty: 4321.610352
	Iteration 108Q: 3 clusters Score -965497.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -965501.750000 Penalty: 4321.610352
	Iteration 109Q: 3 clusters Score -965501.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -965506.750000 Penalty: 4321.610352
	Iteration 110Q: 3 clusters Score -965506.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -965513.000000 Penalty: 4321.610352
	Iteration 111Q: 3 clusters Score -965513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -965520.375000 Penalty: 4321.610352
	Iteration 112Q: 3 clusters Score -965520.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -965529.750000 Penalty: 4321.610352
	Iteration 113Q: 3 clusters Score -965529.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -965539.750000 Penalty: 4321.610352
	Iteration 114Q: 3 clusters Score -965539.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -965547.875000 Penalty: 4321.610352
	Iteration 115Q: 3 clusters Score -965547.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -965554.562500 Penalty: 4321.610352
	Iteration 116Q: 3 clusters Score -965554.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -965555.437500 Penalty: 4321.610352
	Iteration 117Q: 3 clusters Score -965555.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -965563.500000 Penalty: 4321.610352
	Iteration 118Q: 3 clusters Score -965563.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -965564.750000 Penalty: 4321.610352
	Iteration 119Q: 3 clusters Score -965564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -965565.687500 Penalty: 4321.610352
	Iteration 120F: 3 clusters Score -965565.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -965570.437500 Penalty: 4321.610352
	Iteration 121Q: 3 clusters Score -965570.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -965575.187500 Penalty: 4321.610352
	Iteration 122Q: 3 clusters Score -965575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -965579.812500 Penalty: 4321.610352
	Iteration 123Q: 3 clusters Score -965579.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -965594.375000 Penalty: 4321.610352
	Iteration 124Q: 3 clusters Score -965594.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -965605.875000 Penalty: 4321.610352
	Iteration 125Q: 3 clusters Score -965605.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -965618.125000 Penalty: 4321.610352
	Iteration 126Q: 3 clusters Score -965618.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -965629.812500 Penalty: 4321.610352
	Iteration 127Q: 3 clusters Score -965629.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -965637.250000 Penalty: 4321.610352
	Iteration 128Q: 3 clusters Score -965637.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -965652.000000 Penalty: 4321.610352
	Iteration 129Q: 3 clusters Score -965652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -965667.062500 Penalty: 4321.610352
	Iteration 130Q: 3 clusters Score -965667.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -965676.562500 Penalty: 4321.610352
	Iteration 131Q: 3 clusters Score -965676.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -965686.687500 Penalty: 4321.610352
	Iteration 132Q: 3 clusters Score -965686.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -965691.812500 Penalty: 4321.610352
	Iteration 133Q: 3 clusters Score -965691.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -965703.875000 Penalty: 4321.610352
	Iteration 134Q: 3 clusters Score -965703.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -965715.687500 Penalty: 4321.610352
	Iteration 135Q: 3 clusters Score -965715.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -965735.125000 Penalty: 4321.610352
	Iteration 136Q: 3 clusters Score -965735.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -965752.437500 Penalty: 4321.610352
	Iteration 137Q: 3 clusters Score -965752.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -965772.312500 Penalty: 4321.610352
	Iteration 138Q: 3 clusters Score -965772.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -965783.125000 Penalty: 4321.610352
	Iteration 139Q: 3 clusters Score -965783.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -965792.250000 Penalty: 4321.610352
	Iteration 140F: 3 clusters Score -965792.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -965805.750000 Penalty: 4321.610352
	Iteration 141Q: 3 clusters Score -965805.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -965814.687500 Penalty: 4321.610352
	Iteration 142Q: 3 clusters Score -965814.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -965832.562500 Penalty: 4321.610352
	Iteration 143Q: 3 clusters Score -965832.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -965845.625000 Penalty: 4321.610352
	Iteration 144Q: 3 clusters Score -965845.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -965865.937500 Penalty: 4321.610352
	Iteration 145Q: 3 clusters Score -965865.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -965872.812500 Penalty: 4321.610352
	Iteration 146Q: 3 clusters Score -965872.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -965876.937500 Penalty: 4321.610352
	Iteration 147Q: 3 clusters Score -965876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -965880.625000 Penalty: 4321.610352
	Iteration 148Q: 3 clusters Score -965880.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -965883.812500 Penalty: 4321.610352
	Iteration 149Q: 3 clusters Score -965883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -965885.625000 Penalty: 4321.610352
	Iteration 150Q: 3 clusters Score -965885.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -965891.250000 Penalty: 4321.610352
	Iteration 151Q: 3 clusters Score -965891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -965894.062500 Penalty: 4321.610352
	Iteration 152Q: 3 clusters Score -965894.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -965895.875000 Penalty: 4321.610352
	Iteration 153Q: 3 clusters Score -965895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -965897.812500 Penalty: 4321.610352
	Iteration 154Q: 3 clusters Score -965897.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -965902.000000 Penalty: 4321.610352
	Iteration 155Q: 3 clusters Score -965902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -965903.000000 Penalty: 4321.610352
	Iteration 156Q: 3 clusters Score -965903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -965903.187500 Penalty: 4321.610352
	Iteration 157Q: 3 clusters Score -965903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -965907.687500 Penalty: 4321.610352
	Iteration 158Q: 3 clusters Score -965907.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -965913.125000 Penalty: 4321.610352
	Iteration 159Q: 3 clusters Score -965913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -965911.875000 Penalty: 4321.610352
	Iteration 160F: 3 clusters Score -965911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -965913.437500 Penalty: 4321.610352
	Iteration 161Q: 3 clusters Score -965913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -965916.625000 Penalty: 4321.610352
	Iteration 162Q: 3 clusters Score -965916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -965920.250000 Penalty: 4321.610352
	Iteration 163Q: 3 clusters Score -965920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -965924.687500 Penalty: 4321.610352
	Iteration 164Q: 3 clusters Score -965924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -965924.312500 Penalty: 4321.610352
	Iteration 165Q: 3 clusters Score -965924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -965924.625000 Penalty: 4321.610352
	Iteration 166Q: 3 clusters Score -965924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -965924.625000 Penalty: 4321.610352
	Iteration 167F: 3 clusters Score -965924.6 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: -113079.179688 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -113079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111314.320312 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -111314.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111860.289062 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -111860.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112227.226562 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -112227.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112540.281250 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -112540.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112693.046875 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -112693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112780.343750 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -112780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112829.875000 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -112829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112884.937500 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -112884.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112909.937500 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -112909.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112930.875000 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -112930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112936.945312 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -112936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112950.531250 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -112950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112955.093750 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -112955.1 nChanged 1
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: -112956.367188 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -112956.4 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: -112959.328125 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -112959.3 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: -112961.507812 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -112961.5 nChanged 2
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: -112964.937500 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -112964.9 nChanged 1
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: -112968.453125 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -112968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112971.953125 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -112972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112974.953125 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -112975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112979.906250 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -112979.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -498123.031250 Penalty: 2012.575073
	Iteration 0F: 2 clusters Score -498123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -494595.093750 Penalty: 4025.150146
	Iteration 0F: 3 clusters Score -494595.1 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -495328.906250 Penalty: 4025.150146
	Iteration 1F: 3 clusters Score -495328.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -495536.406250 Penalty: 4025.150146
	Iteration 2F: 3 clusters Score -495536.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -495668.687500 Penalty: 4025.150146
	Iteration 3F: 3 clusters Score -495668.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -495773.718750 Penalty: 4025.150146
	Iteration 4Q: 3 clusters Score -495773.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -495858.906250 Penalty: 4025.150146
	Iteration 5Q: 3 clusters Score -495858.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -495951.906250 Penalty: 4025.150146
	Iteration 6Q: 3 clusters Score -495951.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -496054.718750 Penalty: 4025.150146
	Iteration 7Q: 3 clusters Score -496054.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -496158.218750 Penalty: 4025.150146
	Iteration 8Q: 3 clusters Score -496158.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -496251.406250 Penalty: 4025.150146
	Iteration 9Q: 3 clusters Score -496251.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -496342.156250 Penalty: 4025.150146
	Iteration 10Q: 3 clusters Score -496342.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -496426.531250 Penalty: 4025.150146
	Iteration 11Q: 3 clusters Score -496426.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -496508.781250 Penalty: 4025.150146
	Iteration 12Q: 3 clusters Score -496508.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -496582.468750 Penalty: 4025.150146
	Iteration 13Q: 3 clusters Score -496582.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -496643.812500 Penalty: 4025.150146
	Iteration 14Q: 3 clusters Score -496643.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -496698.343750 Penalty: 4025.150146
	Iteration 15Q: 3 clusters Score -496698.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -496740.343750 Penalty: 4025.150146
	Iteration 16Q: 3 clusters Score -496740.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -496763.500000 Penalty: 4025.150146
	Iteration 17Q: 3 clusters Score -496763.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -496788.625000 Penalty: 4025.150146
	Iteration 18Q: 3 clusters Score -496788.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -496818.500000 Penalty: 4025.150146
	Iteration 19Q: 3 clusters Score -496818.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -496838.093750 Penalty: 4025.150146
	Iteration 20F: 3 clusters Score -496838.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -496851.031250 Penalty: 4025.150146
	Iteration 21Q: 3 clusters Score -496851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -496855.750000 Penalty: 4025.150146
	Iteration 22Q: 3 clusters Score -496855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -496861.312500 Penalty: 4025.150146
	Iteration 23Q: 3 clusters Score -496861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -496861.875000 Penalty: 4025.150146
	Iteration 24Q: 3 clusters Score -496861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -496861.812500 Penalty: 4025.150146
	Iteration 25Q: 3 clusters Score -496861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -496863.687500 Penalty: 4025.150146
	Iteration 26Q: 3 clusters Score -496863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -496866.375000 Penalty: 4025.150146
	Iteration 27Q: 3 clusters Score -496866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -496868.625000 Penalty: 4025.150146
	Iteration 28Q: 3 clusters Score -496868.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -496872.906250 Penalty: 4025.150146
	Iteration 29Q: 3 clusters Score -496872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -496878.750000 Penalty: 4025.150146
	Iteration 30Q: 3 clusters Score -496878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -496882.718750 Penalty: 4025.150146
	Iteration 31Q: 3 clusters Score -496882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -496883.625000 Penalty: 4025.150146
	Iteration 32Q: 3 clusters Score -496883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -496886.218750 Penalty: 4025.150146
	Iteration 33Q: 3 clusters Score -496886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -496887.000000 Penalty: 4025.150146
	Iteration 34Q: 3 clusters Score -496887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -496887.000000 Penalty: 4025.150146
	Iteration 35F: 3 clusters Score -496887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Entering Unmasked Estep 
Score: -1487419.000000 Penalty: 2272.719727
	Iteration 0F: 2 clusters Score -1487419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1479986.250000 Penalty: 4545.439453
	Iteration 0F: 3 clusters Score -1479986 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1482119.875000 Penalty: 4545.439453
	Iteration 1F: 3 clusters Score -1482120 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1482420.125000 Penalty: 4545.439453
	Iteration 2F: 3 clusters Score -1482420 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1482673.250000 Penalty: 4545.439453
	Iteration 3F: 3 clusters Score -1482673 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1482947.125000 Penalty: 4545.439453
	Iteration 4F: 3 clusters Score -1482947 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1483178.250000 Penalty: 4545.439453
	Iteration 5Q: 3 clusters Score -1483178 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1483425.250000 Penalty: 4545.439453
	Iteration 6Q: 3 clusters Score -1483425 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1483672.500000 Penalty: 4545.439453
	Iteration 7Q: 3 clusters Score -1483672 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1483836.875000 Penalty: 4545.439453
	Iteration 8Q: 3 clusters Score -1483837 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1483974.250000 Penalty: 4545.439453
	Iteration 9Q: 3 clusters Score -1483974 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1484088.250000 Penalty: 4545.439453
	Iteration 10Q: 3 clusters Score -1484088 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1484189.750000 Penalty: 4545.439453
	Iteration 11Q: 3 clusters Score -1484190 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1484287.375000 Penalty: 4545.439453
	Iteration 12Q: 3 clusters Score -1484287 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1484393.375000 Penalty: 4545.439453
	Iteration 13Q: 3 clusters Score -1484393 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1484492.750000 Penalty: 4545.439453
	Iteration 14Q: 3 clusters Score -1484493 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1484577.125000 Penalty: 4545.439453
	Iteration 15Q: 3 clusters Score -1484577 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1484649.625000 Penalty: 4545.439453
	Iteration 16Q: 3 clusters Score -1484650 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1484722.125000 Penalty: 4545.439453
	Iteration 17Q: 3 clusters Score -1484722 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1484784.000000 Penalty: 4545.439453
	Iteration 18Q: 3 clusters Score -1484784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1484854.250000 Penalty: 4545.439453
	Iteration 19Q: 3 clusters Score -1484854 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1484921.500000 Penalty: 4545.439453
	Iteration 20F: 3 clusters Score -1484922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1484977.375000 Penalty: 4545.439453
	Iteration 21Q: 3 clusters Score -1484977 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1485031.750000 Penalty: 4545.439453
	Iteration 22Q: 3 clusters Score -1485032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1485073.000000 Penalty: 4545.439453
	Iteration 23Q: 3 clusters Score -1485073 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1485119.500000 Penalty: 4545.439453
	Iteration 24Q: 3 clusters Score -1485120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1485158.750000 Penalty: 4545.439453
	Iteration 25Q: 3 clusters Score -1485159 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1485195.625000 Penalty: 4545.439453
	Iteration 26Q: 3 clusters Score -1485196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1485227.625000 Penalty: 4545.439453
	Iteration 27Q: 3 clusters Score -1485228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1485254.750000 Penalty: 4545.439453
	Iteration 28Q: 3 clusters Score -1485255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1485272.875000 Penalty: 4545.439453
	Iteration 29Q: 3 clusters Score -1485273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1485291.250000 Penalty: 4545.439453
	Iteration 30Q: 3 clusters Score -1485291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1485301.625000 Penalty: 4545.439453
	Iteration 31Q: 3 clusters Score -1485302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1485316.625000 Penalty: 4545.439453
	Iteration 32Q: 3 clusters Score -1485317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1485323.750000 Penalty: 4545.439453
	Iteration 33Q: 3 clusters Score -1485324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1485331.750000 Penalty: 4545.439453
	Iteration 34Q: 3 clusters Score -1485332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1485334.500000 Penalty: 4545.439453
	Iteration 35Q: 3 clusters Score -1485334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1485341.125000 Penalty: 4545.439453
	Iteration 36Q: 3 clusters Score -1485341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1485348.250000 Penalty: 4545.439453
	Iteration 37Q: 3 clusters Score -1485348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1485354.875000 Penalty: 4545.439453
	Iteration 38Q: 3 clusters Score -1485355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1485361.625000 Penalty: 4545.439453
	Iteration 39Q: 3 clusters Score -1485362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1485368.625000 Penalty: 4545.439453
	Iteration 40F: 3 clusters Score -1485369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1485372.625000 Penalty: 4545.439453
	Iteration 41Q: 3 clusters Score -1485373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1485381.250000 Penalty: 4545.439453
	Iteration 42Q: 3 clusters Score -1485381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1485385.250000 Penalty: 4545.439453
	Iteration 43Q: 3 clusters Score -1485385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1485387.625000 Penalty: 4545.439453
	Iteration 44Q: 3 clusters Score -1485388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1485391.125000 Penalty: 4545.439453
	Iteration 45Q: 3 clusters Score -1485391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1485392.750000 Penalty: 4545.439453
	Iteration 46Q: 3 clusters Score -1485393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1485393.375000 Penalty: 4545.439453
	Iteration 47Q: 3 clusters Score -1485393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1485398.000000 Penalty: 4545.439453
	Iteration 48Q: 3 clusters Score -1485398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1485402.875000 Penalty: 4545.439453
	Iteration 49Q: 3 clusters Score -1485403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1485402.000000 Penalty: 4545.439453
	Iteration 50Q: 3 clusters Score -1485402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1485404.500000 Penalty: 4545.439453
	Iteration 51Q: 3 clusters Score -1485404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1485410.125000 Penalty: 4545.439453
	Iteration 52Q: 3 clusters Score -1485410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1485413.125000 Penalty: 4545.439453
	Iteration 53Q: 3 clusters Score -1485413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1485416.875000 Penalty: 4545.439453
	Iteration 54Q: 3 clusters Score -1485417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1485415.875000 Penalty: 4545.439453
	Iteration 55Q: 3 clusters Score -1485416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1485417.750000 Penalty: 4545.439453
	Iteration 56Q: 3 clusters Score -1485418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1485416.875000 Penalty: 4545.439453
	Iteration 57Q: 3 clusters Score -1485417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1485417.875000 Penalty: 4545.439453
	Iteration 58Q: 3 clusters Score -1485418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1485417.875000 Penalty: 4545.439453
	Iteration 59Q: 3 clusters Score -1485418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1485420.375000 Penalty: 4545.439453
	Iteration 60F: 3 clusters Score -1485420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1485421.375000 Penalty: 4545.439453
	Iteration 61Q: 3 clusters Score -1485421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1485425.875000 Penalty: 4545.439453
	Iteration 62Q: 3 clusters Score -1485426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1485425.250000 Penalty: 4545.439453
	Iteration 63Q: 3 clusters Score -1485425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1485425.000000 Penalty: 4545.439453
	Iteration 64Q: 3 clusters Score -1485425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1485426.000000 Penalty: 4545.439453
	Iteration 65Q: 3 clusters Score -1485426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1485425.500000 Penalty: 4545.439453
	Iteration 66Q: 3 clusters Score -1485426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1485427.125000 Penalty: 4545.439453
	Iteration 67Q: 3 clusters Score -1485427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1485427.125000 Penalty: 4545.439453
	Iteration 68F: 3 clusters Score -1485427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -39847.140625 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -39847.14 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 188 members 
Entering Unmasked Estep 
Score: -38653.074219 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -38653.07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38981.871094 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -38981.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39252.484375 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -39252.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39535.414062 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -39535.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -39649.289062 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -39649.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39742.175781 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -39742.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39860.214844 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -39860.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39909.218750 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -39909.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39940.894531 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -39940.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39980.457031 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -39980.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40016.328125 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -40016.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40021.937500 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -40021.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40021.937500 Penalty: 2930.409180
	Iteration 12F: 3 clusters Score -40021.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22236 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33957 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106919 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22701 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 6081 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103760 members 
Mstep: Class 29 contains 136735 members 
Mstep: Class 30 contains 16156 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1429 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15137 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 197 members 
Entering Unmasked Estep 
Score: -86728800.000000 Penalty: 131381.765625
Splitting cluster 20 changes total score from -86730264.000000 to -86728800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Entering Unmasked Estep 
Score: -1938278.750000 Penalty: 2341.696533
	Iteration 0F: 2 clusters Score -1938279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1929008.750000 Penalty: 4683.393066
	Iteration 0F: 3 clusters Score -1929009 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1931786.125000 Penalty: 4683.393066
	Iteration 1F: 3 clusters Score -1931786 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1932219.125000 Penalty: 4683.393066
	Iteration 2F: 3 clusters Score -1932219 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1932730.625000 Penalty: 4683.393066
	Iteration 3F: 3 clusters Score -1932731 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1933327.875000 Penalty: 4683.393066
	Iteration 4F: 3 clusters Score -1933328 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1934033.625000 Penalty: 4683.393066
	Iteration 5F: 3 clusters Score -1934034 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1934761.125000 Penalty: 4683.393066
	Iteration 6F: 3 clusters Score -1934761 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1935354.250000 Penalty: 4683.393066
	Iteration 7F: 3 clusters Score -1935354 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1935880.875000 Penalty: 4683.393066
	Iteration 8F: 3 clusters Score -1935881 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1936236.875000 Penalty: 4683.393066
	Iteration 9Q: 3 clusters Score -1936237 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1936469.250000 Penalty: 4683.393066
	Iteration 10Q: 3 clusters Score -1936469 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1936626.750000 Penalty: 4683.393066
	Iteration 11Q: 3 clusters Score -1936627 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1936720.875000 Penalty: 4683.393066
	Iteration 12Q: 3 clusters Score -1936721 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1936784.125000 Penalty: 4683.393066
	Iteration 13Q: 3 clusters Score -1936784 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1936846.750000 Penalty: 4683.393066
	Iteration 14Q: 3 clusters Score -1936847 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1936906.125000 Penalty: 4683.393066
	Iteration 15Q: 3 clusters Score -1936906 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1936972.125000 Penalty: 4683.393066
	Iteration 16Q: 3 clusters Score -1936972 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1937027.625000 Penalty: 4683.393066
	Iteration 17Q: 3 clusters Score -1937028 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1937085.125000 Penalty: 4683.393066
	Iteration 18Q: 3 clusters Score -1937085 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1937125.625000 Penalty: 4683.393066
	Iteration 19Q: 3 clusters Score -1937126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1937167.500000 Penalty: 4683.393066
	Iteration 20F: 3 clusters Score -1937168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1937194.375000 Penalty: 4683.393066
	Iteration 21Q: 3 clusters Score -1937194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1937212.625000 Penalty: 4683.393066
	Iteration 22Q: 3 clusters Score -1937213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1937230.125000 Penalty: 4683.393066
	Iteration 23Q: 3 clusters Score -1937230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1937242.500000 Penalty: 4683.393066
	Iteration 24Q: 3 clusters Score -1937242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1937252.750000 Penalty: 4683.393066
	Iteration 25Q: 3 clusters Score -1937253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1937268.250000 Penalty: 4683.393066
	Iteration 26Q: 3 clusters Score -1937268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1937279.250000 Penalty: 4683.393066
	Iteration 27Q: 3 clusters Score -1937279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1937286.375000 Penalty: 4683.393066
	Iteration 28Q: 3 clusters Score -1937286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1937290.875000 Penalty: 4683.393066
	Iteration 29Q: 3 clusters Score -1937291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1937294.500000 Penalty: 4683.393066
	Iteration 30Q: 3 clusters Score -1937294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1937301.250000 Penalty: 4683.393066
	Iteration 31Q: 3 clusters Score -1937301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1937301.500000 Penalty: 4683.393066
	Iteration 32Q: 3 clusters Score -1937302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1937303.000000 Penalty: 4683.393066
	Iteration 33Q: 3 clusters Score -1937303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1937305.375000 Penalty: 4683.393066
	Iteration 34Q: 3 clusters Score -1937305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1937304.875000 Penalty: 4683.393066
	Iteration 35Q: 3 clusters Score -1937305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1937307.750000 Penalty: 4683.393066
	Iteration 36Q: 3 clusters Score -1937308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1937306.875000 Penalty: 4683.393066
	Iteration 37Q: 3 clusters Score -1937307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1937307.875000 Penalty: 4683.393066
	Iteration 38Q: 3 clusters Score -1937308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1937308.625000 Penalty: 4683.393066
	Iteration 39Q: 3 clusters Score -1937309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1937313.375000 Penalty: 4683.393066
	Iteration 40F: 3 clusters Score -1937313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1937315.125000 Penalty: 4683.393066
	Iteration 41Q: 3 clusters Score -1937315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1937319.875000 Penalty: 4683.393066
	Iteration 42Q: 3 clusters Score -1937320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1937319.250000 Penalty: 4683.393066
	Iteration 43Q: 3 clusters Score -1937319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1937320.750000 Penalty: 4683.393066
	Iteration 44Q: 3 clusters Score -1937321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1937322.000000 Penalty: 4683.393066
	Iteration 45Q: 3 clusters Score -1937322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1937324.250000 Penalty: 4683.393066
	Iteration 46Q: 3 clusters Score -1937324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1937321.625000 Penalty: 4683.393066
	Iteration 47Q: 3 clusters Score -1937322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1937327.750000 Penalty: 4683.393066
	Iteration 48Q: 3 clusters Score -1937328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1937328.500000 Penalty: 4683.393066
	Iteration 49Q: 3 clusters Score -1937328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1937334.875000 Penalty: 4683.393066
	Iteration 50Q: 3 clusters Score -1937335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1937333.125000 Penalty: 4683.393066
	Iteration 51Q: 3 clusters Score -1937333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1937330.750000 Penalty: 4683.393066
	Iteration 52Q: 3 clusters Score -1937331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1937333.875000 Penalty: 4683.393066
	Iteration 53Q: 3 clusters Score -1937334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1937337.500000 Penalty: 4683.393066
	Iteration 54Q: 3 clusters Score -1937338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1937334.500000 Penalty: 4683.393066
	Iteration 55Q: 3 clusters Score -1937334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1937338.875000 Penalty: 4683.393066
	Iteration 56Q: 3 clusters Score -1937339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1937340.875000 Penalty: 4683.393066
	Iteration 57Q: 3 clusters Score -1937341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1937343.750000 Penalty: 4683.393066
	Iteration 58Q: 3 clusters Score -1937344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1937346.625000 Penalty: 4683.393066
	Iteration 59Q: 3 clusters Score -1937347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1937348.250000 Penalty: 4683.393066
	Iteration 60F: 3 clusters Score -1937348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1937346.625000 Penalty: 4683.393066
	Iteration 61Q: 3 clusters Score -1937347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1937346.625000 Penalty: 4683.393066
	Iteration 62F: 3 clusters Score -1937347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -1046703.625000 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -1046704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1041187.437500 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -1041187 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1042615.437500 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -1042615 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1042898.250000 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -1042898 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1043134.625000 Penalty: 4363.958496
	Iteration 3F: 3 clusters Score -1043135 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1043374.375000 Penalty: 4363.958496
	Iteration 4F: 3 clusters Score -1043374 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1043627.125000 Penalty: 4363.958496
	Iteration 5F: 3 clusters Score -1043627 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1043898.875000 Penalty: 4363.958496
	Iteration 6F: 3 clusters Score -1043899 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1044198.937500 Penalty: 4363.958496
	Iteration 7F: 3 clusters Score -1044199 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1044480.375000 Penalty: 4363.958496
	Iteration 8F: 3 clusters Score -1044480 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1044733.562500 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -1044734 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1044912.125000 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -1044912 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1045039.250000 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -1045039 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1045093.750000 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -1045094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1045127.500000 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -1045128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1045150.187500 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -1045150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1045173.187500 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -1045173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1045192.312500 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -1045192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1045203.187500 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -1045203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1045214.437500 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -1045214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1045220.312500 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -1045220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1045231.500000 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -1045232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1045236.062500 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -1045236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1045238.000000 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -1045238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1045245.687500 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -1045246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1045249.250000 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -1045249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1045260.250000 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -1045260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1045262.562500 Penalty: 4363.958496
	Iteration 26Q: 3 clusters Score -1045263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1045264.437500 Penalty: 4363.958496
	Iteration 27Q: 3 clusters Score -1045264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1045264.437500 Penalty: 4363.958496
	Iteration 28Q: 3 clusters Score -1045264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1045264.750000 Penalty: 4363.958496
	Iteration 29Q: 3 clusters Score -1045265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1045265.312500 Penalty: 4363.958496
	Iteration 30Q: 3 clusters Score -1045265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1045266.812500 Penalty: 4363.958496
	Iteration 31Q: 3 clusters Score -1045267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1045266.375000 Penalty: 4363.958496
	Iteration 32Q: 3 clusters Score -1045266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1045266.375000 Penalty: 4363.958496
	Iteration 33F: 3 clusters Score -1045266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -84980.140625 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -84980.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83374.804688 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -83374.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83720.914062 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -83720.91 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83932.648438 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -83932.65 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84202.898438 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -84202.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84353.179688 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -84353.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -84464.414062 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -84464.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -84517.515625 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -84517.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84555.671875 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -84555.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84598.492188 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -84598.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84610.234375 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -84610.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84621.453125 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -84621.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84624.273438 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -84624.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -84627.515625 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -84627.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84630.164062 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -84630.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84636.390625 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -84636.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84637.976562 Penalty: 3183.509033
	Iteration 15F: 3 clusters Score -84637.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84642.539062 Penalty: 3183.509033
	Iteration 16Q: 3 clusters Score -84642.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84642.539062 Penalty: 3183.509033
	Iteration 17F: 3 clusters Score -84642.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Entering Unmasked Estep 
Score: -1300251.500000 Penalty: 2248.140625
	Iteration 0F: 2 clusters Score -1300252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1293483.125000 Penalty: 4496.281250
	Iteration 0F: 3 clusters Score -1293483 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1295349.375000 Penalty: 4496.281250
	Iteration 1F: 3 clusters Score -1295349 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1295634.375000 Penalty: 4496.281250
	Iteration 2F: 3 clusters Score -1295634 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1295869.750000 Penalty: 4496.281250
	Iteration 3F: 3 clusters Score -1295870 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1296087.625000 Penalty: 4496.281250
	Iteration 4Q: 3 clusters Score -1296088 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1296299.500000 Penalty: 4496.281250
	Iteration 5Q: 3 clusters Score -1296300 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1296561.625000 Penalty: 4496.281250
	Iteration 6Q: 3 clusters Score -1296562 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1296833.125000 Penalty: 4496.281250
	Iteration 7F: 3 clusters Score -1296833 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1297068.375000 Penalty: 4496.281250
	Iteration 8Q: 3 clusters Score -1297068 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1297301.500000 Penalty: 4496.281250
	Iteration 9Q: 3 clusters Score -1297302 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1297523.000000 Penalty: 4496.281250
	Iteration 10Q: 3 clusters Score -1297523 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1297711.500000 Penalty: 4496.281250
	Iteration 11Q: 3 clusters Score -1297712 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1297870.375000 Penalty: 4496.281250
	Iteration 12Q: 3 clusters Score -1297870 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1298024.625000 Penalty: 4496.281250
	Iteration 13Q: 3 clusters Score -1298025 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1298143.000000 Penalty: 4496.281250
	Iteration 14Q: 3 clusters Score -1298143 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1298243.250000 Penalty: 4496.281250
	Iteration 15Q: 3 clusters Score -1298243 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1298307.375000 Penalty: 4496.281250
	Iteration 16Q: 3 clusters Score -1298307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1298354.625000 Penalty: 4496.281250
	Iteration 17Q: 3 clusters Score -1298355 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1298398.625000 Penalty: 4496.281250
	Iteration 18Q: 3 clusters Score -1298399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1298434.375000 Penalty: 4496.281250
	Iteration 19Q: 3 clusters Score -1298434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1298468.750000 Penalty: 4496.281250
	Iteration 20F: 3 clusters Score -1298469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1298492.625000 Penalty: 4496.281250
	Iteration 21Q: 3 clusters Score -1298493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1298508.375000 Penalty: 4496.281250
	Iteration 22Q: 3 clusters Score -1298508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1298525.625000 Penalty: 4496.281250
	Iteration 23Q: 3 clusters Score -1298526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1298532.500000 Penalty: 4496.281250
	Iteration 24Q: 3 clusters Score -1298532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1298541.375000 Penalty: 4496.281250
	Iteration 25Q: 3 clusters Score -1298541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1298543.375000 Penalty: 4496.281250
	Iteration 26Q: 3 clusters Score -1298543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1298547.500000 Penalty: 4496.281250
	Iteration 27Q: 3 clusters Score -1298548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1298550.500000 Penalty: 4496.281250
	Iteration 28Q: 3 clusters Score -1298550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1298550.875000 Penalty: 4496.281250
	Iteration 29Q: 3 clusters Score -1298551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1298554.125000 Penalty: 4496.281250
	Iteration 30Q: 3 clusters Score -1298554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1298558.125000 Penalty: 4496.281250
	Iteration 31Q: 3 clusters Score -1298558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1298560.500000 Penalty: 4496.281250
	Iteration 32Q: 3 clusters Score -1298560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1298561.375000 Penalty: 4496.281250
	Iteration 33Q: 3 clusters Score -1298561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1298561.875000 Penalty: 4496.281250
	Iteration 34Q: 3 clusters Score -1298562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1298565.125000 Penalty: 4496.281250
	Iteration 35Q: 3 clusters Score -1298565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1298566.750000 Penalty: 4496.281250
	Iteration 36Q: 3 clusters Score -1298567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1298568.625000 Penalty: 4496.281250
	Iteration 37Q: 3 clusters Score -1298569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1298568.625000 Penalty: 4496.281250
	Iteration 38F: 3 clusters Score -1298569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -304248.343750 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -304248.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -301640.125000 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -301640.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -302058.250000 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -302058.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -302188.281250 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -302188.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -302259.093750 Penalty: 3750.574219
	Iteration 3Q: 3 clusters Score -302259.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -302290.812500 Penalty: 3750.574219
	Iteration 4Q: 3 clusters Score -302290.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -302307.937500 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -302307.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -302322.406250 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -302322.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -302332.437500 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -302332.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -302338.625000 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -302338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -302342.781250 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -302342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -302347.375000 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -302347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -302354.593750 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -302354.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -302357.531250 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -302357.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -302362.187500 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -302362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -302367.656250 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -302367.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -302370.125000 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -302370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -302370.968750 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -302371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -302370.968750 Penalty: 3750.574219
	Iteration 17F: 3 clusters Score -302371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -275950.187500 Penalty: 1865.957397
	Iteration 0F: 2 clusters Score -275950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -273429.156250 Penalty: 3731.914795
	Iteration 0F: 3 clusters Score -273429.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -273837.625000 Penalty: 3731.914795
	Iteration 1F: 3 clusters Score -273837.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -273964.375000 Penalty: 3731.914795
	Iteration 2F: 3 clusters Score -273964.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -274043.750000 Penalty: 3731.914795
	Iteration 3Q: 3 clusters Score -274043.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -274100.656250 Penalty: 3731.914795
	Iteration 4Q: 3 clusters Score -274100.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -274147.250000 Penalty: 3731.914795
	Iteration 5Q: 3 clusters Score -274147.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -274189.843750 Penalty: 3731.914795
	Iteration 6Q: 3 clusters Score -274189.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -274230.937500 Penalty: 3731.914795
	Iteration 7Q: 3 clusters Score -274230.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -274267.093750 Penalty: 3731.914795
	Iteration 8Q: 3 clusters Score -274267.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -274312.531250 Penalty: 3731.914795
	Iteration 9Q: 3 clusters Score -274312.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274355.843750 Penalty: 3731.914795
	Iteration 10Q: 3 clusters Score -274355.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274425.343750 Penalty: 3731.914795
	Iteration 11Q: 3 clusters Score -274425.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -274503.406250 Penalty: 3731.914795
	Iteration 12Q: 3 clusters Score -274503.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -274570.156250 Penalty: 3731.914795
	Iteration 13Q: 3 clusters Score -274570.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -274645.093750 Penalty: 3731.914795
	Iteration 14Q: 3 clusters Score -274645.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -274690.468750 Penalty: 3731.914795
	Iteration 15Q: 3 clusters Score -274690.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -274730.343750 Penalty: 3731.914795
	Iteration 16Q: 3 clusters Score -274730.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -274774.125000 Penalty: 3731.914795
	Iteration 17Q: 3 clusters Score -274774.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -274805.187500 Penalty: 3731.914795
	Iteration 18Q: 3 clusters Score -274805.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274818.531250 Penalty: 3731.914795
	Iteration 19Q: 3 clusters Score -274818.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274828.562500 Penalty: 3731.914795
	Iteration 20F: 3 clusters Score -274828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -274835.500000 Penalty: 3731.914795
	Iteration 21Q: 3 clusters Score -274835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -274836.625000 Penalty: 3731.914795
	Iteration 22Q: 3 clusters Score -274836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -274837.437500 Penalty: 3731.914795
	Iteration 23Q: 3 clusters Score -274837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -274839.218750 Penalty: 3731.914795
	Iteration 24Q: 3 clusters Score -274839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -274841.562500 Penalty: 3731.914795
	Iteration 25Q: 3 clusters Score -274841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274843.000000 Penalty: 3731.914795
	Iteration 26Q: 3 clusters Score -274843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -274845.968750 Penalty: 3731.914795
	Iteration 27Q: 3 clusters Score -274846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274846.125000 Penalty: 3731.914795
	Iteration 28Q: 3 clusters Score -274846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -274846.125000 Penalty: 3731.914795
	Iteration 29F: 3 clusters Score -274846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -397902.312500 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -397902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -394984.593750 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -394984.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -395556.437500 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -395556.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -395705.875000 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -395705.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -395774.468750 Penalty: 3884.875732
	Iteration 3Q: 3 clusters Score -395774.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -395811.125000 Penalty: 3884.875732
	Iteration 4Q: 3 clusters Score -395811.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -395830.093750 Penalty: 3884.875732
	Iteration 5Q: 3 clusters Score -395830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -395843.031250 Penalty: 3884.875732
	Iteration 6Q: 3 clusters Score -395843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -395853.843750 Penalty: 3884.875732
	Iteration 7Q: 3 clusters Score -395853.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -395862.656250 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -395862.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -395870.250000 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -395870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -395874.937500 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -395874.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -395879.250000 Penalty: 3884.875732
	Iteration 11Q: 3 clusters Score -395879.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -395883.562500 Penalty: 3884.875732
	Iteration 12Q: 3 clusters Score -395883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -395884.812500 Penalty: 3884.875732
	Iteration 13Q: 3 clusters Score -395884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -395885.156250 Penalty: 3884.875732
	Iteration 14Q: 3 clusters Score -395885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -395885.625000 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -395885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -395885.906250 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -395885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -395885.750000 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -395885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -395886.093750 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -395886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -395886.093750 Penalty: 3884.875732
	Iteration 19F: 3 clusters Score -395886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (103760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103760 members 
Entering Unmasked Estep 
Score: -16382359.000000 Penalty: 2864.359375
	Iteration 0F: 2 clusters Score -1.638236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -16314742.000000 Penalty: 5728.718750
	Iteration 0F: 3 clusters Score -1.631474e+07 nChanged 48967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -16342853.000000 Penalty: 5728.718750
	Iteration 1F: 3 clusters Score -1.634285e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -16343538.000000 Penalty: 5728.718750
	Iteration 2Q: 3 clusters Score -1.634354e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -16344367.000000 Penalty: 5728.718750
	Iteration 3Q: 3 clusters Score -1.634437e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -16345218.000000 Penalty: 5728.718750
	Iteration 4Q: 3 clusters Score -1.634522e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -16346506.000000 Penalty: 5728.718750
	Iteration 5Q: 3 clusters Score -1.634651e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -16348272.000000 Penalty: 5728.718750
	Iteration 6Q: 3 clusters Score -1.634827e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 61531 members 
Entering Unmasked Estep 
Score: -16350677.000000 Penalty: 5728.718750
	Iteration 7Q: 3 clusters Score -1.635068e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -16353670.000000 Penalty: 5728.718750
	Iteration 8F: 3 clusters Score -1.635367e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -16357756.000000 Penalty: 5728.718750
	Iteration 9F: 3 clusters Score -1.635776e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -16361985.000000 Penalty: 5728.718750
	Iteration 10F: 3 clusters Score -1.636198e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -16365718.000000 Penalty: 5728.718750
	Iteration 11F: 3 clusters Score -1.636572e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -16368462.000000 Penalty: 5728.718750
	Iteration 12Q: 3 clusters Score -1.636846e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -16370091.000000 Penalty: 5728.718750
	Iteration 13Q: 3 clusters Score -1.637009e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -16371328.000000 Penalty: 5728.718750
	Iteration 14Q: 3 clusters Score -1.637133e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 85553 members 
Entering Unmasked Estep 
Score: -16372352.000000 Penalty: 5728.718750
	Iteration 15Q: 3 clusters Score -1.637235e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -16373333.000000 Penalty: 5728.718750
	Iteration 16Q: 3 clusters Score -1.637333e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -16374305.000000 Penalty: 5728.718750
	Iteration 17Q: 3 clusters Score -1.63743e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 91045 members 
Entering Unmasked Estep 
Score: -16375186.000000 Penalty: 5728.718750
	Iteration 18Q: 3 clusters Score -1.637519e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -16376170.000000 Penalty: 5728.718750
	Iteration 19Q: 3 clusters Score -1.637617e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -16377089.000000 Penalty: 5728.718750
	Iteration 20F: 3 clusters Score -1.637709e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 95629 members 
Entering Unmasked Estep 
Score: -16377897.000000 Penalty: 5728.718750
	Iteration 21Q: 3 clusters Score -1.63779e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -16378542.000000 Penalty: 5728.718750
	Iteration 22Q: 3 clusters Score -1.637854e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -16379096.000000 Penalty: 5728.718750
	Iteration 23Q: 3 clusters Score -1.63791e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -16379450.000000 Penalty: 5728.718750
	Iteration 24Q: 3 clusters Score -1.637945e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -16379715.000000 Penalty: 5728.718750
	Iteration 25Q: 3 clusters Score -1.637972e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 101045 members 
Entering Unmasked Estep 
Score: -16379973.000000 Penalty: 5728.718750
	Iteration 26Q: 3 clusters Score -1.637997e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -16380051.000000 Penalty: 5728.718750
	Iteration 27Q: 3 clusters Score -1.638005e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 102107 members 
Entering Unmasked Estep 
Score: -16380109.000000 Penalty: 5728.718750
	Iteration 28Q: 3 clusters Score -1.638011e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -16380174.000000 Penalty: 5728.718750
	Iteration 29Q: 3 clusters Score -1.638017e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 102646 members 
Entering Unmasked Estep 
Score: -16380236.000000 Penalty: 5728.718750
	Iteration 30Q: 3 clusters Score -1.638024e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -16380251.000000 Penalty: 5728.718750
	Iteration 31Q: 3 clusters Score -1.638025e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -16380273.000000 Penalty: 5728.718750
	Iteration 32Q: 3 clusters Score -1.638027e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 102979 members 
Entering Unmasked Estep 
Score: -16380299.000000 Penalty: 5728.718750
	Iteration 33Q: 3 clusters Score -1.63803e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 103030 members 
Entering Unmasked Estep 
Score: -16380300.000000 Penalty: 5728.718750
	Iteration 34Q: 3 clusters Score -1.63803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -16380322.000000 Penalty: 5728.718750
	Iteration 35Q: 3 clusters Score -1.638032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 103102 members 
Entering Unmasked Estep 
Score: -16380305.000000 Penalty: 5728.718750
	Iteration 36Q: 3 clusters Score -1.63803e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 103129 members 
Entering Unmasked Estep 
Score: -16380317.000000 Penalty: 5728.718750
	Iteration 37Q: 3 clusters Score -1.638032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -16380319.000000 Penalty: 5728.718750
	Iteration 38Q: 3 clusters Score -1.638032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -16380322.000000 Penalty: 5728.718750
	Iteration 39Q: 3 clusters Score -1.638032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -16380316.000000 Penalty: 5728.718750
	Iteration 40F: 3 clusters Score -1.638032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -16380327.000000 Penalty: 5728.718750
	Iteration 41Q: 3 clusters Score -1.638033e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 103201 members 
Entering Unmasked Estep 
Score: -16380353.000000 Penalty: 5728.718750
	Iteration 42Q: 3 clusters Score -1.638035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -16380349.000000 Penalty: 5728.718750
	Iteration 43Q: 3 clusters Score -1.638035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
Score: -16380367.000000 Penalty: 5728.718750
	Iteration 44Q: 3 clusters Score -1.638037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 103216 members 
Entering Unmasked Estep 
Score: -16380353.000000 Penalty: 5728.718750
	Iteration 45Q: 3 clusters Score -1.638035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 103219 members 
Entering Unmasked Estep 
Score: -16380354.000000 Penalty: 5728.718750
	Iteration 46Q: 3 clusters Score -1.638035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -16380347.000000 Penalty: 5728.718750
	Iteration 47Q: 3 clusters Score -1.638035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -16380347.000000 Penalty: 5728.718750
	Iteration 48F: 3 clusters Score -1.638035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (136735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136735 members 
Entering Unmasked Estep 
Score: -21473946.000000 Penalty: 2932.798340
	Iteration 0F: 2 clusters Score -2.147395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -21387304.000000 Penalty: 5865.596680
	Iteration 0F: 3 clusters Score -2.13873e+07 nChanged 65459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67711 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -21425658.000000 Penalty: 5865.596680
	Iteration 1F: 3 clusters Score -2.142566e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 69218 members 
Entering Unmasked Estep 
Score: -21426434.000000 Penalty: 5865.596680
	Iteration 2Q: 3 clusters Score -2.142643e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -21427560.000000 Penalty: 5865.596680
	Iteration 3Q: 3 clusters Score -2.142756e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -21428878.000000 Penalty: 5865.596680
	Iteration 4Q: 3 clusters Score -2.142888e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -21431194.000000 Penalty: 5865.596680
	Iteration 5Q: 3 clusters Score -2.143119e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -21434152.000000 Penalty: 5865.596680
	Iteration 6Q: 3 clusters Score -2.143415e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -21438254.000000 Penalty: 5865.596680
	Iteration 7F: 3 clusters Score -2.143825e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -21443778.000000 Penalty: 5865.596680
	Iteration 8F: 3 clusters Score -2.144378e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 69347 members 
Entering Unmasked Estep 
Score: -21449832.000000 Penalty: 5865.596680
	Iteration 9F: 3 clusters Score -2.144983e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -21453920.000000 Penalty: 5865.596680
	Iteration 10F: 3 clusters Score -2.145392e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -21455624.000000 Penalty: 5865.596680
	Iteration 11Q: 3 clusters Score -2.145562e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 67696 members 
Entering Unmasked Estep 
Score: -21456260.000000 Penalty: 5865.596680
	Iteration 12Q: 3 clusters Score -2.145626e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 67263 members 
Entering Unmasked Estep 
Score: -21456422.000000 Penalty: 5865.596680
	Iteration 13Q: 3 clusters Score -2.145642e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -21456558.000000 Penalty: 5865.596680
	Iteration 14Q: 3 clusters Score -2.145656e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70371 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -21456776.000000 Penalty: 5865.596680
	Iteration 15Q: 3 clusters Score -2.145678e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -21456962.000000 Penalty: 5865.596680
	Iteration 16Q: 3 clusters Score -2.145696e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71369 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -21457116.000000 Penalty: 5865.596680
	Iteration 17Q: 3 clusters Score -2.145712e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -21457264.000000 Penalty: 5865.596680
	Iteration 18Q: 3 clusters Score -2.145726e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -21457360.000000 Penalty: 5865.596680
	Iteration 19Q: 3 clusters Score -2.145736e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73185 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -21457556.000000 Penalty: 5865.596680
	Iteration 20F: 3 clusters Score -2.145756e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -21457758.000000 Penalty: 5865.596680
	Iteration 21Q: 3 clusters Score -2.145776e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -21457794.000000 Penalty: 5865.596680
	Iteration 22Q: 3 clusters Score -2.145779e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -21457984.000000 Penalty: 5865.596680
	Iteration 23Q: 3 clusters Score -2.145798e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -21458220.000000 Penalty: 5865.596680
	Iteration 24Q: 3 clusters Score -2.145822e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -21458416.000000 Penalty: 5865.596680
	Iteration 25Q: 3 clusters Score -2.145842e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -21458676.000000 Penalty: 5865.596680
	Iteration 26Q: 3 clusters Score -2.145868e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -21458970.000000 Penalty: 5865.596680
	Iteration 27Q: 3 clusters Score -2.145897e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -21459302.000000 Penalty: 5865.596680
	Iteration 28Q: 3 clusters Score -2.14593e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -21459590.000000 Penalty: 5865.596680
	Iteration 29Q: 3 clusters Score -2.145959e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -21459972.000000 Penalty: 5865.596680
	Iteration 30Q: 3 clusters Score -2.145997e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83740 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -21460266.000000 Penalty: 5865.596680
	Iteration 31Q: 3 clusters Score -2.146027e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -21460716.000000 Penalty: 5865.596680
	Iteration 32Q: 3 clusters Score -2.146072e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -21461054.000000 Penalty: 5865.596680
	Iteration 33Q: 3 clusters Score -2.146105e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -21461516.000000 Penalty: 5865.596680
	Iteration 34Q: 3 clusters Score -2.146152e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -21461940.000000 Penalty: 5865.596680
	Iteration 35Q: 3 clusters Score -2.146194e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -21462516.000000 Penalty: 5865.596680
	Iteration 36Q: 3 clusters Score -2.146252e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -21463128.000000 Penalty: 5865.596680
	Iteration 37Q: 3 clusters Score -2.146313e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -21464040.000000 Penalty: 5865.596680
	Iteration 38Q: 3 clusters Score -2.146404e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97106 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -21464966.000000 Penalty: 5865.596680
	Iteration 39Q: 3 clusters Score -2.146497e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99454 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -21465772.000000 Penalty: 5865.596680
	Iteration 40F: 3 clusters Score -2.146577e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -21466544.000000 Penalty: 5865.596680
	Iteration 41Q: 3 clusters Score -2.146654e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104893 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -21467394.000000 Penalty: 5865.596680
	Iteration 42Q: 3 clusters Score -2.146739e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108029 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -21468240.000000 Penalty: 5865.596680
	Iteration 43Q: 3 clusters Score -2.146824e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111295 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -21468966.000000 Penalty: 5865.596680
	Iteration 44Q: 3 clusters Score -2.146897e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -21469720.000000 Penalty: 5865.596680
	Iteration 45Q: 3 clusters Score -2.146972e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117810 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -21470016.000000 Penalty: 5865.596680
	Iteration 46Q: 3 clusters Score -2.147002e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -21470318.000000 Penalty: 5865.596680
	Iteration 47Q: 3 clusters Score -2.147032e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -21470704.000000 Penalty: 5865.596680
	Iteration 48Q: 3 clusters Score -2.14707e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125422 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -21470900.000000 Penalty: 5865.596680
	Iteration 49Q: 3 clusters Score -2.14709e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127095 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -21470992.000000 Penalty: 5865.596680
	Iteration 50Q: 3 clusters Score -2.147099e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128415 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -21471030.000000 Penalty: 5865.596680
	Iteration 51Q: 3 clusters Score -2.147103e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129472 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -21471030.000000 Penalty: 5865.596680
	Iteration 52Q: 3 clusters Score -2.147103e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130302 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -21471050.000000 Penalty: 5865.596680
	Iteration 53Q: 3 clusters Score -2.147105e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130969 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -21470972.000000 Penalty: 5865.596680
	Iteration 54Q: 3 clusters Score -2.147097e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -21470952.000000 Penalty: 5865.596680
	Iteration 55Q: 3 clusters Score -2.147095e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132002 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -21470914.000000 Penalty: 5865.596680
	Iteration 56Q: 3 clusters Score -2.147091e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -21470924.000000 Penalty: 5865.596680
	Iteration 57Q: 3 clusters Score -2.147092e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132700 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -21470882.000000 Penalty: 5865.596680
	Iteration 58Q: 3 clusters Score -2.147088e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132966 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -21470860.000000 Penalty: 5865.596680
	Iteration 59Q: 3 clusters Score -2.147086e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -21471226.000000 Penalty: 5865.596680
	Iteration 60F: 3 clusters Score -2.147123e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133895 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -21471346.000000 Penalty: 5865.596680
	Iteration 61Q: 3 clusters Score -2.147135e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134426 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -21471394.000000 Penalty: 5865.596680
	Iteration 62Q: 3 clusters Score -2.147139e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134832 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21471492.000000 Penalty: 5865.596680
	Iteration 63Q: 3 clusters Score -2.147149e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135145 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -21471504.000000 Penalty: 5865.596680
	Iteration 64Q: 3 clusters Score -2.14715e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135376 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -21471518.000000 Penalty: 5865.596680
	Iteration 65Q: 3 clusters Score -2.147152e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135569 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21471524.000000 Penalty: 5865.596680
	Iteration 66Q: 3 clusters Score -2.147152e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135717 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21471560.000000 Penalty: 5865.596680
	Iteration 67Q: 3 clusters Score -2.147156e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135829 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -21471590.000000 Penalty: 5865.596680
	Iteration 68Q: 3 clusters Score -2.147159e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135904 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21471636.000000 Penalty: 5865.596680
	Iteration 69Q: 3 clusters Score -2.147164e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135964 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -21471646.000000 Penalty: 5865.596680
	Iteration 70Q: 3 clusters Score -2.147165e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136003 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21471642.000000 Penalty: 5865.596680
	Iteration 71Q: 3 clusters Score -2.147164e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136030 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -21471638.000000 Penalty: 5865.596680
	Iteration 72Q: 3 clusters Score -2.147164e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21471654.000000 Penalty: 5865.596680
	Iteration 73Q: 3 clusters Score -2.147165e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21471652.000000 Penalty: 5865.596680
	Iteration 74Q: 3 clusters Score -2.147165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136082 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21471658.000000 Penalty: 5865.596680
	Iteration 75Q: 3 clusters Score -2.147166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136089 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21471656.000000 Penalty: 5865.596680
	Iteration 76Q: 3 clusters Score -2.147166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136101 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -21471652.000000 Penalty: 5865.596680
	Iteration 77Q: 3 clusters Score -2.147165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136114 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -21471650.000000 Penalty: 5865.596680
	Iteration 78Q: 3 clusters Score -2.147165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21471662.000000 Penalty: 5865.596680
	Iteration 79Q: 3 clusters Score -2.147166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136124 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -21471662.000000 Penalty: 5865.596680
	Iteration 80F: 3 clusters Score -2.147166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136128 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -21471672.000000 Penalty: 5865.596680
	Iteration 81Q: 3 clusters Score -2.147167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -21471674.000000 Penalty: 5865.596680
	Iteration 82Q: 3 clusters Score -2.147167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136136 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -21471668.000000 Penalty: 5865.596680
	Iteration 83Q: 3 clusters Score -2.147167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21471672.000000 Penalty: 5865.596680
	Iteration 84Q: 3 clusters Score -2.147167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136144 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21471676.000000 Penalty: 5865.596680
	Iteration 85Q: 3 clusters Score -2.147168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136147 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -21471688.000000 Penalty: 5865.596680
	Iteration 86Q: 3 clusters Score -2.147169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136152 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21471688.000000 Penalty: 5865.596680
	Iteration 87Q: 3 clusters Score -2.147169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136155 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -21471680.000000 Penalty: 5865.596680
	Iteration 88Q: 3 clusters Score -2.147168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136157 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21471676.000000 Penalty: 5865.596680
	Iteration 89Q: 3 clusters Score -2.147168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136158 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21471666.000000 Penalty: 5865.596680
	Iteration 90Q: 3 clusters Score -2.147167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -21471682.000000 Penalty: 5865.596680
	Iteration 91Q: 3 clusters Score -2.147168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136161 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21471660.000000 Penalty: 5865.596680
	Iteration 92Q: 3 clusters Score -2.147166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136161 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21471660.000000 Penalty: 5865.596680
	Iteration 93F: 3 clusters Score -2.147166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Entering Unmasked Estep 
Score: -2559891.000000 Penalty: 2403.131592
	Iteration 0F: 2 clusters Score -2559891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2548329.000000 Penalty: 4806.263184
	Iteration 0F: 3 clusters Score -2548329 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2551968.250000 Penalty: 4806.263184
	Iteration 1F: 3 clusters Score -2551968 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2552356.000000 Penalty: 4806.263184
	Iteration 2F: 3 clusters Score -2552356 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2552686.000000 Penalty: 4806.263184
	Iteration 3Q: 3 clusters Score -2552686 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2553004.250000 Penalty: 4806.263184
	Iteration 4Q: 3 clusters Score -2553004 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2553368.750000 Penalty: 4806.263184
	Iteration 5Q: 3 clusters Score -2553369 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2553834.000000 Penalty: 4806.263184
	Iteration 6Q: 3 clusters Score -2553834 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2554385.500000 Penalty: 4806.263184
	Iteration 7Q: 3 clusters Score -2554386 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2554945.500000 Penalty: 4806.263184
	Iteration 8Q: 3 clusters Score -2554946 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2555487.250000 Penalty: 4806.263184
	Iteration 9Q: 3 clusters Score -2555487 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2556039.750000 Penalty: 4806.263184
	Iteration 10Q: 3 clusters Score -2556040 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2556484.500000 Penalty: 4806.263184
	Iteration 11Q: 3 clusters Score -2556484 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2556847.250000 Penalty: 4806.263184
	Iteration 12Q: 3 clusters Score -2556847 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2557107.500000 Penalty: 4806.263184
	Iteration 13Q: 3 clusters Score -2557108 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2557292.500000 Penalty: 4806.263184
	Iteration 14Q: 3 clusters Score -2557292 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2557423.750000 Penalty: 4806.263184
	Iteration 15Q: 3 clusters Score -2557424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2557510.750000 Penalty: 4806.263184
	Iteration 16Q: 3 clusters Score -2557511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2557563.000000 Penalty: 4806.263184
	Iteration 17Q: 3 clusters Score -2557563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2557606.500000 Penalty: 4806.263184
	Iteration 18Q: 3 clusters Score -2557606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2557641.500000 Penalty: 4806.263184
	Iteration 19Q: 3 clusters Score -2557642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2557663.750000 Penalty: 4806.263184
	Iteration 20F: 3 clusters Score -2557664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2557683.500000 Penalty: 4806.263184
	Iteration 21Q: 3 clusters Score -2557684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2557695.750000 Penalty: 4806.263184
	Iteration 22Q: 3 clusters Score -2557696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2557699.750000 Penalty: 4806.263184
	Iteration 23Q: 3 clusters Score -2557700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2557718.000000 Penalty: 4806.263184
	Iteration 24Q: 3 clusters Score -2557718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2557723.000000 Penalty: 4806.263184
	Iteration 25Q: 3 clusters Score -2557723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2557729.750000 Penalty: 4806.263184
	Iteration 26Q: 3 clusters Score -2557730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2557737.750000 Penalty: 4806.263184
	Iteration 27Q: 3 clusters Score -2557738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2557751.500000 Penalty: 4806.263184
	Iteration 28Q: 3 clusters Score -2557752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2557752.250000 Penalty: 4806.263184
	Iteration 29Q: 3 clusters Score -2557752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2557752.250000 Penalty: 4806.263184
	Iteration 30F: 3 clusters Score -2557752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -13540.337891 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -13540.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12809.802734 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -12809.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13040.780273 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -13040.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13084.748047 Penalty: 2583.905029
	Iteration 2F: 3 clusters Score -13084.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -214848.437500 Penalty: 1801.653076
	Iteration 0F: 2 clusters Score -214848.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -212612.343750 Penalty: 3603.306152
	Iteration 0F: 3 clusters Score -212612.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -212923.515625 Penalty: 3603.306152
	Iteration 1F: 3 clusters Score -212923.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -213019.312500 Penalty: 3603.306152
	Iteration 2F: 3 clusters Score -213019.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -213070.734375 Penalty: 3603.306152
	Iteration 3Q: 3 clusters Score -213070.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -213100.234375 Penalty: 3603.306152
	Iteration 4Q: 3 clusters Score -213100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -213112.343750 Penalty: 3603.306152
	Iteration 5Q: 3 clusters Score -213112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -213124.218750 Penalty: 3603.306152
	Iteration 6Q: 3 clusters Score -213124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -213135.718750 Penalty: 3603.306152
	Iteration 7Q: 3 clusters Score -213135.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -213147.765625 Penalty: 3603.306152
	Iteration 8Q: 3 clusters Score -213147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -213150.265625 Penalty: 3603.306152
	Iteration 9Q: 3 clusters Score -213150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -213150.421875 Penalty: 3603.306152
	Iteration 10Q: 3 clusters Score -213150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -213151.468750 Penalty: 3603.306152
	Iteration 11Q: 3 clusters Score -213151.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -213151.468750 Penalty: 3603.306152
	Iteration 12F: 3 clusters Score -213151.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -2166684.500000 Penalty: 2363.915283
	Iteration 0F: 2 clusters Score -2166684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2156470.750000 Penalty: 4727.830566
	Iteration 0F: 3 clusters Score -2156471 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2159909.750000 Penalty: 4727.830566
	Iteration 1F: 3 clusters Score -2159910 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2160630.000000 Penalty: 4727.830566
	Iteration 2F: 3 clusters Score -2160630 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2161282.250000 Penalty: 4727.830566
	Iteration 3F: 3 clusters Score -2161282 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2161877.250000 Penalty: 4727.830566
	Iteration 4F: 3 clusters Score -2161877 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2162475.750000 Penalty: 4727.830566
	Iteration 5F: 3 clusters Score -2162476 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2163105.250000 Penalty: 4727.830566
	Iteration 6F: 3 clusters Score -2163105 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2163767.500000 Penalty: 4727.830566
	Iteration 7F: 3 clusters Score -2163768 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2164409.000000 Penalty: 4727.830566
	Iteration 8F: 3 clusters Score -2164409 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2164985.250000 Penalty: 4727.830566
	Iteration 9Q: 3 clusters Score -2164985 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2165405.250000 Penalty: 4727.830566
	Iteration 10Q: 3 clusters Score -2165405 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2165653.250000 Penalty: 4727.830566
	Iteration 11Q: 3 clusters Score -2165653 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2165800.250000 Penalty: 4727.830566
	Iteration 12Q: 3 clusters Score -2165800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2165895.750000 Penalty: 4727.830566
	Iteration 13Q: 3 clusters Score -2165896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2165973.500000 Penalty: 4727.830566
	Iteration 14Q: 3 clusters Score -2165974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2166024.750000 Penalty: 4727.830566
	Iteration 15Q: 3 clusters Score -2166025 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2166069.000000 Penalty: 4727.830566
	Iteration 16Q: 3 clusters Score -2166069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2166096.000000 Penalty: 4727.830566
	Iteration 17Q: 3 clusters Score -2166096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2166113.250000 Penalty: 4727.830566
	Iteration 18Q: 3 clusters Score -2166113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2166126.750000 Penalty: 4727.830566
	Iteration 19Q: 3 clusters Score -2166127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2166134.750000 Penalty: 4727.830566
	Iteration 20F: 3 clusters Score -2166135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2166140.000000 Penalty: 4727.830566
	Iteration 21Q: 3 clusters Score -2166140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2166141.250000 Penalty: 4727.830566
	Iteration 22Q: 3 clusters Score -2166141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2166148.250000 Penalty: 4727.830566
	Iteration 23Q: 3 clusters Score -2166148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2166151.750000 Penalty: 4727.830566
	Iteration 24Q: 3 clusters Score -2166152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2166148.500000 Penalty: 4727.830566
	Iteration 25Q: 3 clusters Score -2166148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2166147.000000 Penalty: 4727.830566
	Iteration 26Q: 3 clusters Score -2166147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2166151.250000 Penalty: 4727.830566
	Iteration 27Q: 3 clusters Score -2166151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2166155.750000 Penalty: 4727.830566
	Iteration 28Q: 3 clusters Score -2166156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2166156.750000 Penalty: 4727.830566
	Iteration 29Q: 3 clusters Score -2166157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2166154.750000 Penalty: 4727.830566
	Iteration 30Q: 3 clusters Score -2166155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2166154.750000 Penalty: 4727.830566
	Iteration 31F: 3 clusters Score -2166155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Entering Unmasked Estep 
Score: -2378128.000000 Penalty: 2386.974365
	Iteration 0F: 2 clusters Score -2378128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2367177.750000 Penalty: 4773.948730
	Iteration 0F: 3 clusters Score -2367178 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2370626.000000 Penalty: 4773.948730
	Iteration 1F: 3 clusters Score -2370626 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2370927.250000 Penalty: 4773.948730
	Iteration 2F: 3 clusters Score -2370927 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2371136.250000 Penalty: 4773.948730
	Iteration 3Q: 3 clusters Score -2371136 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2371345.000000 Penalty: 4773.948730
	Iteration 4Q: 3 clusters Score -2371345 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2371511.250000 Penalty: 4773.948730
	Iteration 5Q: 3 clusters Score -2371511 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2371665.500000 Penalty: 4773.948730
	Iteration 6Q: 3 clusters Score -2371666 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2371810.500000 Penalty: 4773.948730
	Iteration 7Q: 3 clusters Score -2371810 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2371974.500000 Penalty: 4773.948730
	Iteration 8Q: 3 clusters Score -2371974 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2372150.750000 Penalty: 4773.948730
	Iteration 9Q: 3 clusters Score -2372151 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2372357.250000 Penalty: 4773.948730
	Iteration 10Q: 3 clusters Score -2372357 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2372556.250000 Penalty: 4773.948730
	Iteration 11Q: 3 clusters Score -2372556 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2372751.750000 Penalty: 4773.948730
	Iteration 12Q: 3 clusters Score -2372752 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2372910.000000 Penalty: 4773.948730
	Iteration 13Q: 3 clusters Score -2372910 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2373061.250000 Penalty: 4773.948730
	Iteration 14Q: 3 clusters Score -2373061 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2373212.750000 Penalty: 4773.948730
	Iteration 15Q: 3 clusters Score -2373213 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2373358.250000 Penalty: 4773.948730
	Iteration 16Q: 3 clusters Score -2373358 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2373464.000000 Penalty: 4773.948730
	Iteration 17Q: 3 clusters Score -2373464 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2373549.750000 Penalty: 4773.948730
	Iteration 18Q: 3 clusters Score -2373550 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2373646.500000 Penalty: 4773.948730
	Iteration 19Q: 3 clusters Score -2373646 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2373747.000000 Penalty: 4773.948730
	Iteration 20F: 3 clusters Score -2373747 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2373838.000000 Penalty: 4773.948730
	Iteration 21Q: 3 clusters Score -2373838 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2373921.250000 Penalty: 4773.948730
	Iteration 22Q: 3 clusters Score -2373921 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2374030.750000 Penalty: 4773.948730
	Iteration 23Q: 3 clusters Score -2374031 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2374111.500000 Penalty: 4773.948730
	Iteration 24Q: 3 clusters Score -2374112 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2374199.250000 Penalty: 4773.948730
	Iteration 25Q: 3 clusters Score -2374199 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2374283.000000 Penalty: 4773.948730
	Iteration 26Q: 3 clusters Score -2374283 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2374388.000000 Penalty: 4773.948730
	Iteration 27Q: 3 clusters Score -2374388 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2374496.500000 Penalty: 4773.948730
	Iteration 28Q: 3 clusters Score -2374496 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2374568.750000 Penalty: 4773.948730
	Iteration 29Q: 3 clusters Score -2374569 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2374634.000000 Penalty: 4773.948730
	Iteration 30Q: 3 clusters Score -2374634 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2374694.500000 Penalty: 4773.948730
	Iteration 31Q: 3 clusters Score -2374694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2374756.000000 Penalty: 4773.948730
	Iteration 32Q: 3 clusters Score -2374756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2374807.000000 Penalty: 4773.948730
	Iteration 33Q: 3 clusters Score -2374807 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2374872.500000 Penalty: 4773.948730
	Iteration 34Q: 3 clusters Score -2374872 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2374938.750000 Penalty: 4773.948730
	Iteration 35Q: 3 clusters Score -2374939 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2374990.750000 Penalty: 4773.948730
	Iteration 36Q: 3 clusters Score -2374991 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2375058.250000 Penalty: 4773.948730
	Iteration 37Q: 3 clusters Score -2375058 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2375104.250000 Penalty: 4773.948730
	Iteration 38Q: 3 clusters Score -2375104 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2375136.750000 Penalty: 4773.948730
	Iteration 39Q: 3 clusters Score -2375137 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2375178.250000 Penalty: 4773.948730
	Iteration 40F: 3 clusters Score -2375178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2375204.250000 Penalty: 4773.948730
	Iteration 41Q: 3 clusters Score -2375204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2375235.500000 Penalty: 4773.948730
	Iteration 42Q: 3 clusters Score -2375236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2375262.500000 Penalty: 4773.948730
	Iteration 43Q: 3 clusters Score -2375262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2375299.250000 Penalty: 4773.948730
	Iteration 44Q: 3 clusters Score -2375299 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2375329.250000 Penalty: 4773.948730
	Iteration 45Q: 3 clusters Score -2375329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2375351.500000 Penalty: 4773.948730
	Iteration 46Q: 3 clusters Score -2375352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2375379.500000 Penalty: 4773.948730
	Iteration 47Q: 3 clusters Score -2375380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2375409.000000 Penalty: 4773.948730
	Iteration 48Q: 3 clusters Score -2375409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2375433.250000 Penalty: 4773.948730
	Iteration 49Q: 3 clusters Score -2375433 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2375459.000000 Penalty: 4773.948730
	Iteration 50Q: 3 clusters Score -2375459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2375484.750000 Penalty: 4773.948730
	Iteration 51Q: 3 clusters Score -2375485 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2375510.500000 Penalty: 4773.948730
	Iteration 52Q: 3 clusters Score -2375510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2375522.250000 Penalty: 4773.948730
	Iteration 53Q: 3 clusters Score -2375522 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2375542.750000 Penalty: 4773.948730
	Iteration 54Q: 3 clusters Score -2375543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2375563.000000 Penalty: 4773.948730
	Iteration 55Q: 3 clusters Score -2375563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2375584.000000 Penalty: 4773.948730
	Iteration 56Q: 3 clusters Score -2375584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2375600.500000 Penalty: 4773.948730
	Iteration 57Q: 3 clusters Score -2375600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2375613.750000 Penalty: 4773.948730
	Iteration 58Q: 3 clusters Score -2375614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2375631.750000 Penalty: 4773.948730
	Iteration 59Q: 3 clusters Score -2375632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2375650.750000 Penalty: 4773.948730
	Iteration 60F: 3 clusters Score -2375651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2375664.750000 Penalty: 4773.948730
	Iteration 61Q: 3 clusters Score -2375665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2375684.500000 Penalty: 4773.948730
	Iteration 62Q: 3 clusters Score -2375684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2375701.750000 Penalty: 4773.948730
	Iteration 63Q: 3 clusters Score -2375702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2375718.500000 Penalty: 4773.948730
	Iteration 64Q: 3 clusters Score -2375718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2375732.000000 Penalty: 4773.948730
	Iteration 65Q: 3 clusters Score -2375732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2375747.250000 Penalty: 4773.948730
	Iteration 66Q: 3 clusters Score -2375747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2375767.750000 Penalty: 4773.948730
	Iteration 67Q: 3 clusters Score -2375768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2375793.250000 Penalty: 4773.948730
	Iteration 68Q: 3 clusters Score -2375793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2375800.000000 Penalty: 4773.948730
	Iteration 69Q: 3 clusters Score -2375800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2375811.000000 Penalty: 4773.948730
	Iteration 70Q: 3 clusters Score -2375811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2375835.750000 Penalty: 4773.948730
	Iteration 71Q: 3 clusters Score -2375836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2375853.500000 Penalty: 4773.948730
	Iteration 72Q: 3 clusters Score -2375854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2375874.000000 Penalty: 4773.948730
	Iteration 73Q: 3 clusters Score -2375874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2375888.000000 Penalty: 4773.948730
	Iteration 74Q: 3 clusters Score -2375888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2375905.500000 Penalty: 4773.948730
	Iteration 75Q: 3 clusters Score -2375906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2375919.000000 Penalty: 4773.948730
	Iteration 76Q: 3 clusters Score -2375919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2375935.000000 Penalty: 4773.948730
	Iteration 77Q: 3 clusters Score -2375935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2375943.250000 Penalty: 4773.948730
	Iteration 78Q: 3 clusters Score -2375943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2375958.750000 Penalty: 4773.948730
	Iteration 79Q: 3 clusters Score -2375959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2375965.250000 Penalty: 4773.948730
	Iteration 80F: 3 clusters Score -2375965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2375970.250000 Penalty: 4773.948730
	Iteration 81Q: 3 clusters Score -2375970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2375979.000000 Penalty: 4773.948730
	Iteration 82Q: 3 clusters Score -2375979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2375991.500000 Penalty: 4773.948730
	Iteration 83Q: 3 clusters Score -2375992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2375996.750000 Penalty: 4773.948730
	Iteration 84Q: 3 clusters Score -2375997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2376005.500000 Penalty: 4773.948730
	Iteration 85Q: 3 clusters Score -2376006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2376018.500000 Penalty: 4773.948730
	Iteration 86Q: 3 clusters Score -2376018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2376021.500000 Penalty: 4773.948730
	Iteration 87Q: 3 clusters Score -2376022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2376025.750000 Penalty: 4773.948730
	Iteration 88Q: 3 clusters Score -2376026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2376031.000000 Penalty: 4773.948730
	Iteration 89Q: 3 clusters Score -2376031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2376034.750000 Penalty: 4773.948730
	Iteration 90Q: 3 clusters Score -2376035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2376039.500000 Penalty: 4773.948730
	Iteration 91Q: 3 clusters Score -2376040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2376043.500000 Penalty: 4773.948730
	Iteration 92Q: 3 clusters Score -2376044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2376046.750000 Penalty: 4773.948730
	Iteration 93Q: 3 clusters Score -2376047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2376052.250000 Penalty: 4773.948730
	Iteration 94Q: 3 clusters Score -2376052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2376053.750000 Penalty: 4773.948730
	Iteration 95Q: 3 clusters Score -2376054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2376055.750000 Penalty: 4773.948730
	Iteration 96Q: 3 clusters Score -2376056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2376062.500000 Penalty: 4773.948730
	Iteration 97Q: 3 clusters Score -2376062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2376062.500000 Penalty: 4773.948730
	Iteration 98Q: 3 clusters Score -2376062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2376064.500000 Penalty: 4773.948730
	Iteration 99Q: 3 clusters Score -2376064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2376065.000000 Penalty: 4773.948730
	Iteration 100F: 3 clusters Score -2376065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -114612.875000 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -114612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112877.664062 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -112877.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113170.039062 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -113170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -113256.765625 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -113256.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -113378.789062 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -113378.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -113572.828125 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -113572.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -113836.710938 Penalty: 3330.228516
	Iteration 5F: 3 clusters Score -113836.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -114074.585938 Penalty: 3330.228516
	Iteration 6F: 3 clusters Score -114074.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -114204.328125 Penalty: 3330.228516
	Iteration 7F: 3 clusters Score -114204.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -114281.156250 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -114281.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -114340.265625 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -114340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -114370.851562 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -114370.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -114416.164062 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -114416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -114437.992188 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -114438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -114454.335938 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -114454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -114456.234375 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -114456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -114457.703125 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -114457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -114459.078125 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -114459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -114459.078125 Penalty: 3330.228516
	Iteration 17F: 3 clusters Score -114459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -52265.230469 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -52265.23 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 207 members 
Entering Unmasked Estep 
Score: -50892.054688 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -50892.05 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51147.230469 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -51147.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51421.511719 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -51421.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51786.027344 Penalty: 2942.393555
	Iteration 3F: 3 clusters Score -51786.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -51989.363281 Penalty: 2942.393555
	Iteration 4F: 3 clusters Score -51989.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -52051.468750 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -52051.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -52081.125000 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -52081.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -52090.214844 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -52090.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -52099.695312 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -52099.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -52103.171875 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -52103.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -52113.945312 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -52113.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -52131.945312 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -52131.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -52155.589844 Penalty: 2942.393555
	Iteration 12Q: 3 clusters Score -52155.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -52164.121094 Penalty: 2942.393555
	Iteration 13Q: 3 clusters Score -52164.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -52164.121094 Penalty: 2942.393555
	Iteration 14F: 3 clusters Score -52164.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -144937.984375 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -144938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143000.312500 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -143000.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -143286.703125 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -143286.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143356.906250 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -143356.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143391.437500 Penalty: 3433.142334
	Iteration 3Q: 3 clusters Score -143391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -143406.562500 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -143406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143416.484375 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -143416.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -143424.468750 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -143424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143431.359375 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -143431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143434.781250 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -143434.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143438.906250 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -143438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143442.640625 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -143442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143446.984375 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -143447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143448.671875 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -143448.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143449.375000 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -143449.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143449.375000 Penalty: 3433.142334
	Iteration 14F: 3 clusters Score -143449.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Entering Unmasked Estep 
Score: -1330218.875000 Penalty: 2245.604004
	Iteration 0F: 2 clusters Score -1330219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1323477.375000 Penalty: 4491.208008
	Iteration 0F: 3 clusters Score -1323477 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1325395.125000 Penalty: 4491.208008
	Iteration 1F: 3 clusters Score -1325395 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1325696.750000 Penalty: 4491.208008
	Iteration 2F: 3 clusters Score -1325697 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1325935.750000 Penalty: 4491.208008
	Iteration 3F: 3 clusters Score -1325936 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1326155.125000 Penalty: 4491.208008
	Iteration 4Q: 3 clusters Score -1326155 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1326365.625000 Penalty: 4491.208008
	Iteration 5Q: 3 clusters Score -1326366 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1326565.875000 Penalty: 4491.208008
	Iteration 6Q: 3 clusters Score -1326566 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1326739.750000 Penalty: 4491.208008
	Iteration 7Q: 3 clusters Score -1326740 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1326885.750000 Penalty: 4491.208008
	Iteration 8Q: 3 clusters Score -1326886 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1327024.625000 Penalty: 4491.208008
	Iteration 9Q: 3 clusters Score -1327025 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1327161.375000 Penalty: 4491.208008
	Iteration 10Q: 3 clusters Score -1327161 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1327304.625000 Penalty: 4491.208008
	Iteration 11Q: 3 clusters Score -1327305 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1327423.750000 Penalty: 4491.208008
	Iteration 12Q: 3 clusters Score -1327424 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1327550.125000 Penalty: 4491.208008
	Iteration 13Q: 3 clusters Score -1327550 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1327695.000000 Penalty: 4491.208008
	Iteration 14Q: 3 clusters Score -1327695 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1327859.875000 Penalty: 4491.208008
	Iteration 15Q: 3 clusters Score -1327860 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1328009.625000 Penalty: 4491.208008
	Iteration 16Q: 3 clusters Score -1328010 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1328123.250000 Penalty: 4491.208008
	Iteration 17Q: 3 clusters Score -1328123 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1328189.625000 Penalty: 4491.208008
	Iteration 18Q: 3 clusters Score -1328190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1328234.000000 Penalty: 4491.208008
	Iteration 19Q: 3 clusters Score -1328234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1328264.375000 Penalty: 4491.208008
	Iteration 20F: 3 clusters Score -1328264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1328285.250000 Penalty: 4491.208008
	Iteration 21Q: 3 clusters Score -1328285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1328300.375000 Penalty: 4491.208008
	Iteration 22Q: 3 clusters Score -1328300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1328310.625000 Penalty: 4491.208008
	Iteration 23Q: 3 clusters Score -1328311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1328318.375000 Penalty: 4491.208008
	Iteration 24Q: 3 clusters Score -1328318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1328328.750000 Penalty: 4491.208008
	Iteration 25Q: 3 clusters Score -1328329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1328337.375000 Penalty: 4491.208008
	Iteration 26Q: 3 clusters Score -1328337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1328341.000000 Penalty: 4491.208008
	Iteration 27Q: 3 clusters Score -1328341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1328349.375000 Penalty: 4491.208008
	Iteration 28Q: 3 clusters Score -1328349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1328356.000000 Penalty: 4491.208008
	Iteration 29Q: 3 clusters Score -1328356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1328362.250000 Penalty: 4491.208008
	Iteration 30Q: 3 clusters Score -1328362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1328364.000000 Penalty: 4491.208008
	Iteration 31Q: 3 clusters Score -1328364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1328368.125000 Penalty: 4491.208008
	Iteration 32Q: 3 clusters Score -1328368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1328371.500000 Penalty: 4491.208008
	Iteration 33Q: 3 clusters Score -1328372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1328371.875000 Penalty: 4491.208008
	Iteration 34Q: 3 clusters Score -1328372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1328376.625000 Penalty: 4491.208008
	Iteration 35Q: 3 clusters Score -1328377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1328380.000000 Penalty: 4491.208008
	Iteration 36Q: 3 clusters Score -1328380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1328380.875000 Penalty: 4491.208008
	Iteration 37Q: 3 clusters Score -1328381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1328381.375000 Penalty: 4491.208008
	Iteration 38Q: 3 clusters Score -1328381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1328383.625000 Penalty: 4491.208008
	Iteration 39Q: 3 clusters Score -1328384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1328389.500000 Penalty: 4491.208008
	Iteration 40F: 3 clusters Score -1328390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1328389.000000 Penalty: 4491.208008
	Iteration 41Q: 3 clusters Score -1328389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1328391.000000 Penalty: 4491.208008
	Iteration 42Q: 3 clusters Score -1328391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1328389.750000 Penalty: 4491.208008
	Iteration 43Q: 3 clusters Score -1328390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1328394.375000 Penalty: 4491.208008
	Iteration 44Q: 3 clusters Score -1328394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1328396.250000 Penalty: 4491.208008
	Iteration 45Q: 3 clusters Score -1328396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1328397.375000 Penalty: 4491.208008
	Iteration 46Q: 3 clusters Score -1328397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1328402.875000 Penalty: 4491.208008
	Iteration 47Q: 3 clusters Score -1328403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1328398.375000 Penalty: 4491.208008
	Iteration 48Q: 3 clusters Score -1328398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1328402.500000 Penalty: 4491.208008
	Iteration 49Q: 3 clusters Score -1328402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1328405.500000 Penalty: 4491.208008
	Iteration 50Q: 3 clusters Score -1328406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1328408.250000 Penalty: 4491.208008
	Iteration 51Q: 3 clusters Score -1328408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1328410.625000 Penalty: 4491.208008
	Iteration 52Q: 3 clusters Score -1328411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1328412.750000 Penalty: 4491.208008
	Iteration 53Q: 3 clusters Score -1328413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1328416.500000 Penalty: 4491.208008
	Iteration 54Q: 3 clusters Score -1328416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1328422.500000 Penalty: 4491.208008
	Iteration 55Q: 3 clusters Score -1328422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1328429.125000 Penalty: 4491.208008
	Iteration 56Q: 3 clusters Score -1328429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1328432.000000 Penalty: 4491.208008
	Iteration 57Q: 3 clusters Score -1328432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1328437.250000 Penalty: 4491.208008
	Iteration 58Q: 3 clusters Score -1328437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1328439.250000 Penalty: 4491.208008
	Iteration 59Q: 3 clusters Score -1328439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1328440.625000 Penalty: 4491.208008
	Iteration 60F: 3 clusters Score -1328441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1328439.000000 Penalty: 4491.208008
	Iteration 61Q: 3 clusters Score -1328439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1328440.000000 Penalty: 4491.208008
	Iteration 62Q: 3 clusters Score -1328440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1328441.000000 Penalty: 4491.208008
	Iteration 63Q: 3 clusters Score -1328441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1328441.125000 Penalty: 4491.208008
	Iteration 64Q: 3 clusters Score -1328441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1328442.500000 Penalty: 4491.208008
	Iteration 65Q: 3 clusters Score -1328442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1328442.625000 Penalty: 4491.208008
	Iteration 66Q: 3 clusters Score -1328443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1328443.875000 Penalty: 4491.208008
	Iteration 67Q: 3 clusters Score -1328444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1328444.125000 Penalty: 4491.208008
	Iteration 68Q: 3 clusters Score -1328444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1328442.875000 Penalty: 4491.208008
	Iteration 69Q: 3 clusters Score -1328443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1328444.500000 Penalty: 4491.208008
	Iteration 70Q: 3 clusters Score -1328444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1328446.125000 Penalty: 4491.208008
	Iteration 71Q: 3 clusters Score -1328446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1328445.375000 Penalty: 4491.208008
	Iteration 72Q: 3 clusters Score -1328445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1328448.000000 Penalty: 4491.208008
	Iteration 73Q: 3 clusters Score -1328448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1328446.625000 Penalty: 4491.208008
	Iteration 74Q: 3 clusters Score -1328447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1328446.375000 Penalty: 4491.208008
	Iteration 75Q: 3 clusters Score -1328446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1328447.875000 Penalty: 4491.208008
	Iteration 76Q: 3 clusters Score -1328448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1328448.000000 Penalty: 4491.208008
	Iteration 77Q: 3 clusters Score -1328448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1328448.875000 Penalty: 4491.208008
	Iteration 78Q: 3 clusters Score -1328449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1328447.250000 Penalty: 4491.208008
	Iteration 79Q: 3 clusters Score -1328447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1328449.375000 Penalty: 4491.208008
	Iteration 80F: 3 clusters Score -1328449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1328448.625000 Penalty: 4491.208008
	Iteration 81Q: 3 clusters Score -1328449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1328446.375000 Penalty: 4491.208008
	Iteration 82Q: 3 clusters Score -1328446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1328447.125000 Penalty: 4491.208008
	Iteration 83Q: 3 clusters Score -1328447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1328446.125000 Penalty: 4491.208008
	Iteration 84Q: 3 clusters Score -1328446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1328447.625000 Penalty: 4491.208008
	Iteration 85Q: 3 clusters Score -1328448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1328448.500000 Penalty: 4491.208008
	Iteration 86Q: 3 clusters Score -1328448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1328448.500000 Penalty: 4491.208008
	Iteration 87F: 3 clusters Score -1328448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -12556.508789 Penalty: 1250.769409
	Iteration 0F: 2 clusters Score -12556.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -11923.497070 Penalty: 2501.538818
	Iteration 0F: 3 clusters Score -11923.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12124.417969 Penalty: 2501.538818
	Iteration 1F: 3 clusters Score -12124.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12204.745117 Penalty: 2501.538818
	Iteration 2Q: 3 clusters Score -12204.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12229.617188 Penalty: 2501.538818
	Iteration 3Q: 3 clusters Score -12229.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12229.617188 Penalty: 2501.538818
	Iteration 4F: 3 clusters Score -12229.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22236 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33957 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106919 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22701 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 6081 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103760 members 
Mstep: Class 29 contains 136735 members 
Mstep: Class 30 contains 16156 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1429 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15137 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730376.000000 Penalty: 128097.218750
Iteration 199Q: 40 clusters Score -8.673038e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22248 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33959 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106906 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22708 members 
Mstep: Class 15 contains 2683 members 
Mstep: Class 16 contains 6084 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103763 members 
Mstep: Class 29 contains 136737 members 
Mstep: Class 30 contains 16142 members 
Mstep: Class 31 contains 183 members 
Mstep: Class 32 contains 1424 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15139 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1014 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730344.000000 Penalty: 128097.218750
Iteration 200F: 40 clusters Score -8.673034e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22258 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33961 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 106904 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 6087 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 103762 members 
Mstep: Class 29 contains 136732 members 
Mstep: Class 30 contains 16128 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15140 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730424.000000 Penalty: 128097.218750
Iteration 201Q: 40 clusters Score -8.673042e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22263 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33962 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 106892 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 103768 members 
Mstep: Class 29 contains 136729 members 
Mstep: Class 30 contains 16120 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15141 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730448.000000 Penalty: 128097.218750
Iteration 202Q: 40 clusters Score -8.673045e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22272 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33963 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 106869 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22730 members 
Mstep: Class 15 contains 2682 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 103780 members 
Mstep: Class 29 contains 136728 members 
Mstep: Class 30 contains 16111 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15141 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730416.000000 Penalty: 128097.218750
Iteration 203Q: 40 clusters Score -8.673042e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22279 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33963 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 106844 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22733 members 
Mstep: Class 15 contains 2680 members 
Mstep: Class 16 contains 6098 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9550 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6626 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 103788 members 
Mstep: Class 29 contains 136741 members 
Mstep: Class 30 contains 16104 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13793 members 
Mstep: Class 34 contains 15141 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8561 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730376.000000 Penalty: 128097.218750
Iteration 204Q: 40 clusters Score -8.673038e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22288 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33962 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6658 members 
Mstep: Class 12 contains 106827 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22736 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103798 members 
Mstep: Class 29 contains 136743 members 
Mstep: Class 30 contains 16097 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13794 members 
Mstep: Class 34 contains 15143 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730344.000000 Penalty: 128097.218750
Iteration 205Q: 40 clusters Score -8.673034e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22294 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33962 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106803 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22737 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103815 members 
Mstep: Class 29 contains 136749 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13794 members 
Mstep: Class 34 contains 15143 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730304.000000 Penalty: 128097.218750
Iteration 206Q: 40 clusters Score -8.67303e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22294 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33962 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106796 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22738 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9551 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103825 members 
Mstep: Class 29 contains 136749 members 
Mstep: Class 30 contains 16083 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13794 members 
Mstep: Class 34 contains 15143 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730352.000000 Penalty: 128097.218750
Iteration 207Q: 40 clusters Score -8.673035e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22295 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33963 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 106783 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22742 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9548 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103840 members 
Mstep: Class 29 contains 136752 members 
Mstep: Class 30 contains 16076 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13794 members 
Mstep: Class 34 contains 15145 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8560 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730328.000000 Penalty: 128097.218750
Iteration 208Q: 40 clusters Score -8.673033e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22296 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33962 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 106763 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22746 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6622 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103860 members 
Mstep: Class 29 contains 136760 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15147 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8561 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730392.000000 Penalty: 128097.218750
Iteration 209Q: 40 clusters Score -8.673039e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22298 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33965 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106756 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22749 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6101 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2521 members 
Mstep: Class 28 contains 103861 members 
Mstep: Class 29 contains 136769 members 
Mstep: Class 30 contains 16054 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730344.000000 Penalty: 128097.218750
Iteration 210Q: 40 clusters Score -8.673034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22297 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33964 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106764 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22750 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6100 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2522 members 
Mstep: Class 28 contains 103856 members 
Mstep: Class 29 contains 136771 members 
Mstep: Class 30 contains 16051 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730328.000000 Penalty: 128097.218750
Iteration 211Q: 40 clusters Score -8.673033e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22300 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33966 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106769 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2523 members 
Mstep: Class 28 contains 103851 members 
Mstep: Class 29 contains 136772 members 
Mstep: Class 30 contains 16039 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730304.000000 Penalty: 128097.218750
Iteration 212Q: 40 clusters Score -8.67303e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22300 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33967 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106775 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103849 members 
Mstep: Class 29 contains 136776 members 
Mstep: Class 30 contains 16028 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15147 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730360.000000 Penalty: 128097.218750
Iteration 213Q: 40 clusters Score -8.673036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22299 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33968 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106777 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6101 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103856 members 
Mstep: Class 29 contains 136776 members 
Mstep: Class 30 contains 16017 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730352.000000 Penalty: 128097.218750
Iteration 214Q: 40 clusters Score -8.673035e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22297 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33967 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106780 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22755 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103863 members 
Mstep: Class 29 contains 136775 members 
Mstep: Class 30 contains 16007 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730416.000000 Penalty: 128097.218750
Iteration 215Q: 40 clusters Score -8.673042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22292 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33965 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106777 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6103 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103867 members 
Mstep: Class 29 contains 136786 members 
Mstep: Class 30 contains 16001 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730368.000000 Penalty: 128097.218750
Iteration 216Q: 40 clusters Score -8.673037e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22288 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33965 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106775 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22753 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103875 members 
Mstep: Class 29 contains 136797 members 
Mstep: Class 30 contains 15992 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730384.000000 Penalty: 128097.218750
Iteration 217Q: 40 clusters Score -8.673038e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22290 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33965 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106783 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22752 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6104 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103868 members 
Mstep: Class 29 contains 136799 members 
Mstep: Class 30 contains 15987 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730328.000000 Penalty: 128097.218750
Iteration 218Q: 40 clusters Score -8.673033e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22294 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33965 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106782 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22754 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6106 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103855 members 
Mstep: Class 29 contains 136812 members 
Mstep: Class 30 contains 15978 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730384.000000 Penalty: 128097.218750
Iteration 219Q: 40 clusters Score -8.673038e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22296 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33965 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106795 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22759 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6110 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103832 members 
Mstep: Class 29 contains 136814 members 
Mstep: Class 30 contains 15975 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15152 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730360.000000 Penalty: 128097.218750
Iteration 220F: 40 clusters Score -8.673036e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22302 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33968 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106792 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22769 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6113 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103824 members 
Mstep: Class 29 contains 136804 members 
Mstep: Class 30 contains 15973 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15154 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730392.000000 Penalty: 128097.218750
Iteration 221Q: 40 clusters Score -8.673039e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22302 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33968 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106794 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22778 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103827 members 
Mstep: Class 29 contains 136794 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15155 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730376.000000 Penalty: 128097.218750
Iteration 222Q: 40 clusters Score -8.673038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22304 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33969 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106798 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22783 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103818 members 
Mstep: Class 29 contains 136789 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1423 members 
Mstep: Class 33 contains 13795 members 
Mstep: Class 34 contains 15154 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730392.000000 Penalty: 128097.218750
Iteration 223Q: 40 clusters Score -8.673039e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22304 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33970 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106808 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22786 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103814 members 
Mstep: Class 29 contains 136780 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1422 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15153 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730376.000000 Penalty: 128097.218750
Iteration 224Q: 40 clusters Score -8.673038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22306 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33970 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22788 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103815 members 
Mstep: Class 29 contains 136778 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15153 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730368.000000 Penalty: 128097.218750
Iteration 225Q: 40 clusters Score -8.673037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22308 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33971 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106812 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 22790 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1854 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103812 members 
Mstep: Class 29 contains 136770 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15153 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730336.000000 Penalty: 128097.218750
Iteration 226Q: 40 clusters Score -8.673034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22312 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33974 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 22794 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6115 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103805 members 
Mstep: Class 29 contains 136762 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15153 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730408.000000 Penalty: 128097.218750
Iteration 227Q: 40 clusters Score -8.673041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22315 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33974 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 106821 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22795 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103805 members 
Mstep: Class 29 contains 136756 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15153 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730408.000000 Penalty: 128097.218750
Iteration 228Q: 40 clusters Score -8.673041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22317 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33975 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106824 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 22795 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6119 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8648 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103804 members 
Mstep: Class 29 contains 136751 members 
Mstep: Class 30 contains 15969 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15153 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730408.000000 Penalty: 128097.218750
Iteration 229Q: 40 clusters Score -8.673041e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22317 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33976 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106824 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 22796 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6122 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9540 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103802 members 
Mstep: Class 29 contains 136743 members 
Mstep: Class 30 contains 15971 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15155 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730408.000000 Penalty: 128097.218750
Iteration 230Q: 40 clusters Score -8.673041e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22317 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33976 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 22797 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103807 members 
Mstep: Class 29 contains 136741 members 
Mstep: Class 30 contains 15972 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15152 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730344.000000 Penalty: 128097.218750
Iteration 231Q: 40 clusters Score -8.673034e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22318 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33975 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106823 members 
Mstep: Class 13 contains 2614 members 
Mstep: Class 14 contains 22799 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8649 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103809 members 
Mstep: Class 29 contains 136742 members 
Mstep: Class 30 contains 15971 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730408.000000 Penalty: 128097.218750
Iteration 232Q: 40 clusters Score -8.673041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22320 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33974 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22800 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8650 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103812 members 
Mstep: Class 29 contains 136742 members 
Mstep: Class 30 contains 15970 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730368.000000 Penalty: 128097.218750
Iteration 233Q: 40 clusters Score -8.673037e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22322 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33974 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106816 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103801 members 
Mstep: Class 29 contains 136751 members 
Mstep: Class 30 contains 15968 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730480.000000 Penalty: 128097.218750
Iteration 234Q: 40 clusters Score -8.673048e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22325 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33976 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106813 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103793 members 
Mstep: Class 29 contains 136761 members 
Mstep: Class 30 contains 15961 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730504.000000 Penalty: 128097.218750
Iteration 235Q: 40 clusters Score -8.67305e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22330 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33975 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106813 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103794 members 
Mstep: Class 29 contains 136769 members 
Mstep: Class 30 contains 15948 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730424.000000 Penalty: 128097.218750
Iteration 236Q: 40 clusters Score -8.673042e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22331 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33975 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22801 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103786 members 
Mstep: Class 29 contains 136774 members 
Mstep: Class 30 contains 15941 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730560.000000 Penalty: 128097.218750
Iteration 237Q: 40 clusters Score -8.673056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22332 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33974 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106819 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22803 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103791 members 
Mstep: Class 29 contains 136773 members 
Mstep: Class 30 contains 15935 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730440.000000 Penalty: 128097.218750
Iteration 238Q: 40 clusters Score -8.673044e+07 nChanged 33
Entering ConstructFrom: 
Score: -86730440.000000 Penalty: 128097.218750
Entering ConstructFrom: 
Trying to split cluster 1 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -249229.468750 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -249229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -246801.187500 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -246801.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -247230.968750 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -247231 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -247371.296875 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -247371.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -247464.937500 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -247464.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -247546.234375 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -247546.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -247610.968750 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -247611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -247675.703125 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -247675.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -247765.625000 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -247765.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -247855.984375 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -247856 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -247958.078125 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -247958.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -248022.812500 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -248022.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -248066.953125 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -248067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -248117.046875 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -248117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -248166.156250 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -248166.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -248201.093750 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -248201.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -248218.781250 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -248218.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -248229.734375 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -248229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -248238.437500 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -248238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -248240.156250 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -248240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -248241.500000 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -248241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -248242.984375 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -248243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -248243.859375 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -248243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -248245.375000 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -248245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -248246.250000 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -248246.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -248247.859375 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -248247.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -248247.859375 Penalty: 3697.541016
	Iteration 25F: 3 clusters Score -248247.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -141129.078125 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -141129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139204.531250 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -139204.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -139510.718750 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -139510.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -139609.109375 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -139609.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -139652.171875 Penalty: 3433.142334
	Iteration 3Q: 3 clusters Score -139652.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -139680.343750 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -139680.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -139709.812500 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -139709.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -139750.593750 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -139750.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139784.359375 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -139784.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -139810.515625 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -139810.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -139842.937500 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -139842.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -139885.296875 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -139885.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -139916.406250 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -139916.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -139974.000000 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -139974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -140041.187500 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -140041.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -140087.671875 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -140087.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -140122.343750 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -140122.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -140142.796875 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -140142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -140173.390625 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -140173.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -140195.734375 Penalty: 3433.142334
	Iteration 18Q: 3 clusters Score -140195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -140209.531250 Penalty: 3433.142334
	Iteration 19Q: 3 clusters Score -140209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -140224.937500 Penalty: 3433.142334
	Iteration 20F: 3 clusters Score -140224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -140238.578125 Penalty: 3433.142334
	Iteration 21Q: 3 clusters Score -140238.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -140245.687500 Penalty: 3433.142334
	Iteration 22Q: 3 clusters Score -140245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -140249.078125 Penalty: 3433.142334
	Iteration 23Q: 3 clusters Score -140249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -140249.078125 Penalty: 3433.142334
	Iteration 24F: 3 clusters Score -140249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -136080.937500 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -136080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -134131.734375 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -134131.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134587.984375 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -134588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -134793.125000 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -134793.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134967.515625 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -134967.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135130.875000 Penalty: 3443.788818
	Iteration 4F: 3 clusters Score -135130.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135319.375000 Penalty: 3443.788818
	Iteration 5F: 3 clusters Score -135319.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -135437.515625 Penalty: 3443.788818
	Iteration 6F: 3 clusters Score -135437.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135532.578125 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -135532.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135650.500000 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -135650.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135809.328125 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -135809.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -135986.765625 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -135986.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -136219.421875 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -136219.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -136305.359375 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -136305.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136367.312500 Penalty: 3443.788818
	Iteration 13Q: 3 clusters Score -136367.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136384.234375 Penalty: 3443.788818
	Iteration 14Q: 3 clusters Score -136384.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -136404.015625 Penalty: 3443.788818
	Iteration 15Q: 3 clusters Score -136404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136416.968750 Penalty: 3443.788818
	Iteration 16Q: 3 clusters Score -136417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136437.000000 Penalty: 3443.788818
	Iteration 17Q: 3 clusters Score -136437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136456.890625 Penalty: 3443.788818
	Iteration 18Q: 3 clusters Score -136456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136471.000000 Penalty: 3443.788818
	Iteration 19Q: 3 clusters Score -136471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136492.562500 Penalty: 3443.788818
	Iteration 20F: 3 clusters Score -136492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136507.968750 Penalty: 3443.788818
	Iteration 21Q: 3 clusters Score -136508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136513.937500 Penalty: 3443.788818
	Iteration 22Q: 3 clusters Score -136513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136513.937500 Penalty: 3443.788818
	Iteration 23F: 3 clusters Score -136513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 22333 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33973 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22803 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103802 members 
Mstep: Class 29 contains 136776 members 
Mstep: Class 30 contains 15925 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 540 members 
Entering Unmasked Estep 
Score: -86729272.000000 Penalty: 131381.765625
Splitting cluster 3 changes total score from -86730440.000000 to -86729272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Entering Unmasked Estep 
Score: -3538143.000000 Penalty: 2483.427490
	Iteration 0F: 2 clusters Score -3538143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3522554.250000 Penalty: 4966.854980
	Iteration 0F: 3 clusters Score -3522554 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3527953.750000 Penalty: 4966.854980
	Iteration 1F: 3 clusters Score -3527954 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3528450.500000 Penalty: 4966.854980
	Iteration 2F: 3 clusters Score -3528450 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3528932.500000 Penalty: 4966.854980
	Iteration 3Q: 3 clusters Score -3528932 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -3529489.750000 Penalty: 4966.854980
	Iteration 4Q: 3 clusters Score -3529490 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3530055.250000 Penalty: 4966.854980
	Iteration 5Q: 3 clusters Score -3530055 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3530633.750000 Penalty: 4966.854980
	Iteration 6Q: 3 clusters Score -3530634 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3531274.750000 Penalty: 4966.854980
	Iteration 7Q: 3 clusters Score -3531275 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3531899.000000 Penalty: 4966.854980
	Iteration 8Q: 3 clusters Score -3531899 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3532563.500000 Penalty: 4966.854980
	Iteration 9Q: 3 clusters Score -3532564 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3533160.000000 Penalty: 4966.854980
	Iteration 10Q: 3 clusters Score -3533160 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3533699.750000 Penalty: 4966.854980
	Iteration 11Q: 3 clusters Score -3533700 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3534164.500000 Penalty: 4966.854980
	Iteration 12Q: 3 clusters Score -3534164 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3534571.500000 Penalty: 4966.854980
	Iteration 13Q: 3 clusters Score -3534572 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -3534918.000000 Penalty: 4966.854980
	Iteration 14Q: 3 clusters Score -3534918 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3535241.250000 Penalty: 4966.854980
	Iteration 15Q: 3 clusters Score -3535241 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3535623.500000 Penalty: 4966.854980
	Iteration 16Q: 3 clusters Score -3535624 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3535905.250000 Penalty: 4966.854980
	Iteration 17Q: 3 clusters Score -3535905 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -3536037.500000 Penalty: 4966.854980
	Iteration 18Q: 3 clusters Score -3536038 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3536086.500000 Penalty: 4966.854980
	Iteration 19Q: 3 clusters Score -3536086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -3536110.500000 Penalty: 4966.854980
	Iteration 20F: 3 clusters Score -3536110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3536143.000000 Penalty: 4966.854980
	Iteration 21Q: 3 clusters Score -3536143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -3536160.000000 Penalty: 4966.854980
	Iteration 22Q: 3 clusters Score -3536160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3536164.250000 Penalty: 4966.854980
	Iteration 23Q: 3 clusters Score -3536164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3536164.750000 Penalty: 4966.854980
	Iteration 24Q: 3 clusters Score -3536165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3536172.750000 Penalty: 4966.854980
	Iteration 25Q: 3 clusters Score -3536173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3536165.250000 Penalty: 4966.854980
	Iteration 26Q: 3 clusters Score -3536165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -3536171.750000 Penalty: 4966.854980
	Iteration 27Q: 3 clusters Score -3536172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3536175.250000 Penalty: 4966.854980
	Iteration 28Q: 3 clusters Score -3536175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3536173.250000 Penalty: 4966.854980
	Iteration 29Q: 3 clusters Score -3536173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3536167.750000 Penalty: 4966.854980
	Iteration 30Q: 3 clusters Score -3536168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3536181.000000 Penalty: 4966.854980
	Iteration 31Q: 3 clusters Score -3536181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3536177.500000 Penalty: 4966.854980
	Iteration 32Q: 3 clusters Score -3536178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3536186.500000 Penalty: 4966.854980
	Iteration 33Q: 3 clusters Score -3536186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3536195.500000 Penalty: 4966.854980
	Iteration 34Q: 3 clusters Score -3536196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3536190.250000 Penalty: 4966.854980
	Iteration 35Q: 3 clusters Score -3536190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3536188.250000 Penalty: 4966.854980
	Iteration 36Q: 3 clusters Score -3536188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3536190.250000 Penalty: 4966.854980
	Iteration 37Q: 3 clusters Score -3536190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3536197.000000 Penalty: 4966.854980
	Iteration 38Q: 3 clusters Score -3536197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3536199.000000 Penalty: 4966.854980
	Iteration 39Q: 3 clusters Score -3536199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3536203.000000 Penalty: 4966.854980
	Iteration 40F: 3 clusters Score -3536203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3536204.250000 Penalty: 4966.854980
	Iteration 41Q: 3 clusters Score -3536204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -3536200.000000 Penalty: 4966.854980
	Iteration 42Q: 3 clusters Score -3536200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3536199.000000 Penalty: 4966.854980
	Iteration 43Q: 3 clusters Score -3536199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -3536198.750000 Penalty: 4966.854980
	Iteration 44Q: 3 clusters Score -3536199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3536199.750000 Penalty: 4966.854980
	Iteration 45Q: 3 clusters Score -3536200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -3536202.000000 Penalty: 4966.854980
	Iteration 46Q: 3 clusters Score -3536202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3536205.250000 Penalty: 4966.854980
	Iteration 47Q: 3 clusters Score -3536205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3536204.000000 Penalty: 4966.854980
	Iteration 48Q: 3 clusters Score -3536204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3536203.000000 Penalty: 4966.854980
	Iteration 49Q: 3 clusters Score -3536203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3536210.250000 Penalty: 4966.854980
	Iteration 50Q: 3 clusters Score -3536210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3536205.750000 Penalty: 4966.854980
	Iteration 51Q: 3 clusters Score -3536206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3536205.750000 Penalty: 4966.854980
	Iteration 52F: 3 clusters Score -3536206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -81021.015625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -81021.02 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 317 members 
Entering Unmasked Estep 
Score: -79454.226562 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -79454.23 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79749.406250 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -79749.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79871.859375 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -79871.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -79994.031250 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -79994.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80080.976562 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -80080.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80114.781250 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -80114.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80136.617188 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -80136.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80148.531250 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -80148.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80158.671875 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -80158.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80167.460938 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -80167.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80175.085938 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -80175.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80176.570312 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -80176.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80183.781250 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -80183.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80186.375000 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -80186.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80192.960938 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -80192.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80196.835938 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -80196.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80198.195312 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -80198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80201.359375 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -80201.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80203.601562 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -80203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80205.289062 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -80205.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80206.093750 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -80206.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -119065.375000 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -119065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117238.156250 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -117238.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117636.781250 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -117636.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117779.046875 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -117779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117909.546875 Penalty: 3356.031006
	Iteration 3Q: 3 clusters Score -117909.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118059.664062 Penalty: 3356.031006
	Iteration 4Q: 3 clusters Score -118059.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118244.500000 Penalty: 3356.031006
	Iteration 5F: 3 clusters Score -118244.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118336.296875 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -118336.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118420.062500 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -118420.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118502.320312 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -118502.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118565.429688 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -118565.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118606.171875 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -118606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118623.710938 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -118623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118630.968750 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -118631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118635.320312 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -118635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118636.289062 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -118636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118637.226562 Penalty: 3356.031006
	Iteration 15Q: 3 clusters Score -118637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118637.820312 Penalty: 3356.031006
	Iteration 16Q: 3 clusters Score -118637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118637.820312 Penalty: 3356.031006
	Iteration 17F: 3 clusters Score -118637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -256713.140625 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -256713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -254196.140625 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -254196.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -254712.187500 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -254712.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -255008.562500 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -255008.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -255306.453125 Penalty: 3711.968018
	Iteration 3F: 3 clusters Score -255306.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -255525.265625 Penalty: 3711.968018
	Iteration 4F: 3 clusters Score -255525.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -255657.078125 Penalty: 3711.968018
	Iteration 5F: 3 clusters Score -255657.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -255752.718750 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -255752.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -255808.421875 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -255808.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -255849.578125 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -255849.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -255891.234375 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -255891.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -255941.531250 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -255941.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -255967.531250 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -255967.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -255993.156250 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -255993.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -256007.093750 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -256007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -256020.437500 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -256020.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -256029.781250 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -256029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -256035.375000 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -256035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -256038.515625 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -256038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -256042.234375 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -256042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -256045.671875 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -256045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -256048.062500 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -256048.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -256051.171875 Penalty: 3711.968018
	Iteration 21Q: 3 clusters Score -256051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -256054.765625 Penalty: 3711.968018
	Iteration 22Q: 3 clusters Score -256054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -256058.218750 Penalty: 3711.968018
	Iteration 23Q: 3 clusters Score -256058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -256059.406250 Penalty: 3711.968018
	Iteration 24Q: 3 clusters Score -256059.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -256060.906250 Penalty: 3711.968018
	Iteration 25Q: 3 clusters Score -256060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -256061.156250 Penalty: 3711.968018
	Iteration 26Q: 3 clusters Score -256061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -256061.546875 Penalty: 3711.968018
	Iteration 27Q: 3 clusters Score -256061.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -256061.546875 Penalty: 3711.968018
	Iteration 28F: 3 clusters Score -256061.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Entering Unmasked Estep 
Score: -5267716.000000 Penalty: 2587.463623
	Iteration 0F: 2 clusters Score -5267716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -5244639.500000 Penalty: 5174.927246
	Iteration 0F: 3 clusters Score -5244640 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -5252934.500000 Penalty: 5174.927246
	Iteration 1F: 3 clusters Score -5252934 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5253432.000000 Penalty: 5174.927246
	Iteration 2Q: 3 clusters Score -5253432 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -5254022.000000 Penalty: 5174.927246
	Iteration 3Q: 3 clusters Score -5254022 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -5254794.500000 Penalty: 5174.927246
	Iteration 4Q: 3 clusters Score -5254794 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -5256027.000000 Penalty: 5174.927246
	Iteration 5F: 3 clusters Score -5256027 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -5257789.500000 Penalty: 5174.927246
	Iteration 6F: 3 clusters Score -5257790 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -5260193.000000 Penalty: 5174.927246
	Iteration 7F: 3 clusters Score -5260193 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5262578.000000 Penalty: 5174.927246
	Iteration 8F: 3 clusters Score -5262578 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5264160.500000 Penalty: 5174.927246
	Iteration 9Q: 3 clusters Score -5264160 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5264884.500000 Penalty: 5174.927246
	Iteration 10Q: 3 clusters Score -5264884 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5265164.000000 Penalty: 5174.927246
	Iteration 11Q: 3 clusters Score -5265164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5265288.500000 Penalty: 5174.927246
	Iteration 12Q: 3 clusters Score -5265288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5265344.500000 Penalty: 5174.927246
	Iteration 13Q: 3 clusters Score -5265344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5265391.500000 Penalty: 5174.927246
	Iteration 14Q: 3 clusters Score -5265392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5265430.500000 Penalty: 5174.927246
	Iteration 15Q: 3 clusters Score -5265430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5265446.000000 Penalty: 5174.927246
	Iteration 16Q: 3 clusters Score -5265446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5265462.000000 Penalty: 5174.927246
	Iteration 17Q: 3 clusters Score -5265462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5265468.500000 Penalty: 5174.927246
	Iteration 18Q: 3 clusters Score -5265468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5265464.500000 Penalty: 5174.927246
	Iteration 19Q: 3 clusters Score -5265464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5265470.500000 Penalty: 5174.927246
	Iteration 20F: 3 clusters Score -5265470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -883531.312500 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -883531.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -878440.937500 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -878440.9 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -879715.062500 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -879715.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -880049.750000 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -880049.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -880287.625000 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -880287.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -880468.375000 Penalty: 4309.723633
	Iteration 4F: 3 clusters Score -880468.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -880612.562500 Penalty: 4309.723633
	Iteration 5Q: 3 clusters Score -880612.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -880727.500000 Penalty: 4309.723633
	Iteration 6Q: 3 clusters Score -880727.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -880811.375000 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -880811.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -880885.750000 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -880885.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -880954.750000 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -880954.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -881006.312500 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -881006.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -881038.125000 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -881038.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -881069.000000 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -881069 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -881098.312500 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -881098.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -881120.937500 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -881120.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -881138.812500 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -881138.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -881152.500000 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -881152.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -881163.500000 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -881163.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -881176.000000 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -881176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -881183.000000 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -881183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -881193.062500 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -881193.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -881194.687500 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -881194.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -881199.500000 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -881199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -881202.312500 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -881202.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -881205.562500 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -881205.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -881210.312500 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -881210.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -881211.687500 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -881211.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -881215.875000 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -881215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -881217.187500 Penalty: 4309.723633
	Iteration 28Q: 3 clusters Score -881217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -881221.375000 Penalty: 4309.723633
	Iteration 29Q: 3 clusters Score -881221.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -881222.000000 Penalty: 4309.723633
	Iteration 30Q: 3 clusters Score -881222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -881224.812500 Penalty: 4309.723633
	Iteration 31Q: 3 clusters Score -881224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -881227.250000 Penalty: 4309.723633
	Iteration 32Q: 3 clusters Score -881227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -881228.625000 Penalty: 4309.723633
	Iteration 33Q: 3 clusters Score -881228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -881227.750000 Penalty: 4309.723633
	Iteration 34Q: 3 clusters Score -881227.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -881229.312500 Penalty: 4309.723633
	Iteration 35Q: 3 clusters Score -881229.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -881230.312500 Penalty: 4309.723633
	Iteration 36Q: 3 clusters Score -881230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -881231.000000 Penalty: 4309.723633
	Iteration 37Q: 3 clusters Score -881231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -881231.000000 Penalty: 4309.723633
	Iteration 38F: 3 clusters Score -881231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -76781.804688 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -76781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75283.492188 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -75283.49 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75445.164062 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -75445.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75560.570312 Penalty: 3116.930664
	Iteration 2Q: 3 clusters Score -75560.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75639.523438 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -75639.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75758.968750 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -75758.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75912.140625 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -75912.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76008.765625 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -76008.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76078.289062 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -76078.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76119.468750 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -76119.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76137.390625 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -76137.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76143.164062 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -76143.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76146.554688 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -76146.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -76148.015625 Penalty: 3116.930664
	Iteration 12F: 3 clusters Score -76148.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76199.414062 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -76199.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76217.007812 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -76217.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76223.125000 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -76223.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76229.117188 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -76229.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76233.921875 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -76233.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76238.773438 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -76238.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -76238.773438 Penalty: 3116.930664
	Iteration 19F: 3 clusters Score -76238.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Entering Unmasked Estep 
Score: -983219.875000 Penalty: 2183.435547
	Iteration 0F: 2 clusters Score -983219.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -977659.625000 Penalty: 4366.871094
	Iteration 0F: 3 clusters Score -977659.6 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -979196.000000 Penalty: 4366.871094
	Iteration 1F: 3 clusters Score -979196 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -979551.125000 Penalty: 4366.871094
	Iteration 2F: 3 clusters Score -979551.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -979787.312500 Penalty: 4366.871094
	Iteration 3F: 3 clusters Score -979787.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -979991.687500 Penalty: 4366.871094
	Iteration 4Q: 3 clusters Score -979991.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -980191.562500 Penalty: 4366.871094
	Iteration 5Q: 3 clusters Score -980191.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -980393.062500 Penalty: 4366.871094
	Iteration 6Q: 3 clusters Score -980393.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -980558.500000 Penalty: 4366.871094
	Iteration 7Q: 3 clusters Score -980558.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -980695.375000 Penalty: 4366.871094
	Iteration 8Q: 3 clusters Score -980695.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -980815.500000 Penalty: 4366.871094
	Iteration 9Q: 3 clusters Score -980815.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -980922.062500 Penalty: 4366.871094
	Iteration 10Q: 3 clusters Score -980922.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -981008.875000 Penalty: 4366.871094
	Iteration 11Q: 3 clusters Score -981008.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -981075.187500 Penalty: 4366.871094
	Iteration 12Q: 3 clusters Score -981075.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -981130.062500 Penalty: 4366.871094
	Iteration 13Q: 3 clusters Score -981130.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -981168.875000 Penalty: 4366.871094
	Iteration 14Q: 3 clusters Score -981168.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -981196.062500 Penalty: 4366.871094
	Iteration 15Q: 3 clusters Score -981196.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -981218.375000 Penalty: 4366.871094
	Iteration 16Q: 3 clusters Score -981218.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -981238.812500 Penalty: 4366.871094
	Iteration 17Q: 3 clusters Score -981238.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -981267.125000 Penalty: 4366.871094
	Iteration 18Q: 3 clusters Score -981267.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -981292.625000 Penalty: 4366.871094
	Iteration 19Q: 3 clusters Score -981292.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -981328.437500 Penalty: 4366.871094
	Iteration 20F: 3 clusters Score -981328.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -981356.187500 Penalty: 4366.871094
	Iteration 21Q: 3 clusters Score -981356.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -981374.625000 Penalty: 4366.871094
	Iteration 22Q: 3 clusters Score -981374.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -981390.375000 Penalty: 4366.871094
	Iteration 23Q: 3 clusters Score -981390.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -981403.937500 Penalty: 4366.871094
	Iteration 24Q: 3 clusters Score -981403.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -981415.625000 Penalty: 4366.871094
	Iteration 25Q: 3 clusters Score -981415.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -981428.250000 Penalty: 4366.871094
	Iteration 26Q: 3 clusters Score -981428.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -981439.187500 Penalty: 4366.871094
	Iteration 27Q: 3 clusters Score -981439.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -981452.250000 Penalty: 4366.871094
	Iteration 28Q: 3 clusters Score -981452.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -981460.812500 Penalty: 4366.871094
	Iteration 29Q: 3 clusters Score -981460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -981468.312500 Penalty: 4366.871094
	Iteration 30Q: 3 clusters Score -981468.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -981471.312500 Penalty: 4366.871094
	Iteration 31Q: 3 clusters Score -981471.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -981476.312500 Penalty: 4366.871094
	Iteration 32Q: 3 clusters Score -981476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -981478.750000 Penalty: 4366.871094
	Iteration 33Q: 3 clusters Score -981478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -981480.125000 Penalty: 4366.871094
	Iteration 34Q: 3 clusters Score -981480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -981481.375000 Penalty: 4366.871094
	Iteration 35Q: 3 clusters Score -981481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -981481.375000 Penalty: 4366.871094
	Iteration 36F: 3 clusters Score -981481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (106817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Entering Unmasked Estep 
Score: -16847710.000000 Penalty: 2871.560547
	Iteration 0F: 2 clusters Score -1.684771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -16778226.000000 Penalty: 5743.121094
	Iteration 0F: 3 clusters Score -1.677823e+07 nChanged 50789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -16807390.000000 Penalty: 5743.121094
	Iteration 1F: 3 clusters Score -1.680739e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -16808276.000000 Penalty: 5743.121094
	Iteration 2Q: 3 clusters Score -1.680828e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -16809396.000000 Penalty: 5743.121094
	Iteration 3Q: 3 clusters Score -1.68094e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -16811182.000000 Penalty: 5743.121094
	Iteration 4Q: 3 clusters Score -1.681118e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -16813900.000000 Penalty: 5743.121094
	Iteration 5Q: 3 clusters Score -1.68139e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -16817308.000000 Penalty: 5743.121094
	Iteration 6F: 3 clusters Score -1.681731e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -16821538.000000 Penalty: 5743.121094
	Iteration 7F: 3 clusters Score -1.682154e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -16826106.000000 Penalty: 5743.121094
	Iteration 8F: 3 clusters Score -1.682611e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -16830236.000000 Penalty: 5743.121094
	Iteration 9F: 3 clusters Score -1.683024e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -16832776.000000 Penalty: 5743.121094
	Iteration 10Q: 3 clusters Score -1.683278e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -16834016.000000 Penalty: 5743.121094
	Iteration 11Q: 3 clusters Score -1.683402e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -16834616.000000 Penalty: 5743.121094
	Iteration 12Q: 3 clusters Score -1.683462e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -16834970.000000 Penalty: 5743.121094
	Iteration 13Q: 3 clusters Score -1.683497e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -16835276.000000 Penalty: 5743.121094
	Iteration 14Q: 3 clusters Score -1.683528e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -16835654.000000 Penalty: 5743.121094
	Iteration 15Q: 3 clusters Score -1.683565e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -16835940.000000 Penalty: 5743.121094
	Iteration 16Q: 3 clusters Score -1.683594e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -16836332.000000 Penalty: 5743.121094
	Iteration 17Q: 3 clusters Score -1.683633e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -16836686.000000 Penalty: 5743.121094
	Iteration 18Q: 3 clusters Score -1.683669e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -16837128.000000 Penalty: 5743.121094
	Iteration 19Q: 3 clusters Score -1.683713e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -16837544.000000 Penalty: 5743.121094
	Iteration 20F: 3 clusters Score -1.683754e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -16838018.000000 Penalty: 5743.121094
	Iteration 21Q: 3 clusters Score -1.683802e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -16838406.000000 Penalty: 5743.121094
	Iteration 22Q: 3 clusters Score -1.683841e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -16838824.000000 Penalty: 5743.121094
	Iteration 23Q: 3 clusters Score -1.683882e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -16839278.000000 Penalty: 5743.121094
	Iteration 24Q: 3 clusters Score -1.683928e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -16839730.000000 Penalty: 5743.121094
	Iteration 25Q: 3 clusters Score -1.683973e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -16840234.000000 Penalty: 5743.121094
	Iteration 26Q: 3 clusters Score -1.684023e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -16840696.000000 Penalty: 5743.121094
	Iteration 27Q: 3 clusters Score -1.68407e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -16841216.000000 Penalty: 5743.121094
	Iteration 28Q: 3 clusters Score -1.684122e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95082 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -16841664.000000 Penalty: 5743.121094
	Iteration 29Q: 3 clusters Score -1.684166e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -16842134.000000 Penalty: 5743.121094
	Iteration 30Q: 3 clusters Score -1.684213e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -16842616.000000 Penalty: 5743.121094
	Iteration 31Q: 3 clusters Score -1.684262e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98891 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -16843026.000000 Penalty: 5743.121094
	Iteration 32Q: 3 clusters Score -1.684303e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -16843316.000000 Penalty: 5743.121094
	Iteration 33Q: 3 clusters Score -1.684332e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101131 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -16843786.000000 Penalty: 5743.121094
	Iteration 34Q: 3 clusters Score -1.684379e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102134 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -16844070.000000 Penalty: 5743.121094
	Iteration 35Q: 3 clusters Score -1.684407e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -16844352.000000 Penalty: 5743.121094
	Iteration 36Q: 3 clusters Score -1.684435e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -16844652.000000 Penalty: 5743.121094
	Iteration 37Q: 3 clusters Score -1.684465e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104143 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -16844778.000000 Penalty: 5743.121094
	Iteration 38Q: 3 clusters Score -1.684478e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -16844912.000000 Penalty: 5743.121094
	Iteration 39Q: 3 clusters Score -1.684491e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104873 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -16845002.000000 Penalty: 5743.121094
	Iteration 40F: 3 clusters Score -1.6845e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -16845082.000000 Penalty: 5743.121094
	Iteration 41Q: 3 clusters Score -1.684508e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -16845154.000000 Penalty: 5743.121094
	Iteration 42Q: 3 clusters Score -1.684515e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -16845198.000000 Penalty: 5743.121094
	Iteration 43Q: 3 clusters Score -1.68452e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -16845208.000000 Penalty: 5743.121094
	Iteration 44Q: 3 clusters Score -1.684521e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16845232.000000 Penalty: 5743.121094
	Iteration 45Q: 3 clusters Score -1.684523e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -16845246.000000 Penalty: 5743.121094
	Iteration 46Q: 3 clusters Score -1.684525e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -16845242.000000 Penalty: 5743.121094
	Iteration 47Q: 3 clusters Score -1.684524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -16845282.000000 Penalty: 5743.121094
	Iteration 48Q: 3 clusters Score -1.684528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -16845278.000000 Penalty: 5743.121094
	Iteration 49Q: 3 clusters Score -1.684528e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105778 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16845276.000000 Penalty: 5743.121094
	Iteration 50Q: 3 clusters Score -1.684528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -16845276.000000 Penalty: 5743.121094
	Iteration 51Q: 3 clusters Score -1.684528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -16845288.000000 Penalty: 5743.121094
	Iteration 52Q: 3 clusters Score -1.684529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105831 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16845312.000000 Penalty: 5743.121094
	Iteration 53Q: 3 clusters Score -1.684531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105836 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -16845304.000000 Penalty: 5743.121094
	Iteration 54Q: 3 clusters Score -1.68453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -16845296.000000 Penalty: 5743.121094
	Iteration 55Q: 3 clusters Score -1.68453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105852 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -16845294.000000 Penalty: 5743.121094
	Iteration 56Q: 3 clusters Score -1.684529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105858 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -16845312.000000 Penalty: 5743.121094
	Iteration 57Q: 3 clusters Score -1.684531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -16845284.000000 Penalty: 5743.121094
	Iteration 58Q: 3 clusters Score -1.684528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -16845304.000000 Penalty: 5743.121094
	Iteration 59Q: 3 clusters Score -1.68453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105884 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -16845298.000000 Penalty: 5743.121094
	Iteration 60F: 3 clusters Score -1.68453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -16845312.000000 Penalty: 5743.121094
	Iteration 61Q: 3 clusters Score -1.684531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105896 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -16845310.000000 Penalty: 5743.121094
	Iteration 62Q: 3 clusters Score -1.684531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16845324.000000 Penalty: 5743.121094
	Iteration 63Q: 3 clusters Score -1.684532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16845318.000000 Penalty: 5743.121094
	Iteration 64Q: 3 clusters Score -1.684532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16845324.000000 Penalty: 5743.121094
	Iteration 65Q: 3 clusters Score -1.684532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -16845326.000000 Penalty: 5743.121094
	Iteration 66Q: 3 clusters Score -1.684533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16845328.000000 Penalty: 5743.121094
	Iteration 67Q: 3 clusters Score -1.684533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -16845326.000000 Penalty: 5743.121094
	Iteration 68Q: 3 clusters Score -1.684533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16845326.000000 Penalty: 5743.121094
	Iteration 69Q: 3 clusters Score -1.684533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -16845326.000000 Penalty: 5743.121094
	Iteration 70F: 3 clusters Score -1.684533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -390935.750000 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -390935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -387907.718750 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -387907.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -388584.062500 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -388584.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -388840.875000 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -388840.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -389083.468750 Penalty: 3903.033691
	Iteration 3F: 3 clusters Score -389083.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -389392.062500 Penalty: 3903.033691
	Iteration 4F: 3 clusters Score -389392.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -389683.000000 Penalty: 3903.033691
	Iteration 5F: 3 clusters Score -389683 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -389947.500000 Penalty: 3903.033691
	Iteration 6F: 3 clusters Score -389947.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -390112.218750 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -390112.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -390216.875000 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -390216.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -390286.468750 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -390286.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -390322.218750 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -390322.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -390338.187500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -390338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -390343.375000 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -390343.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -390345.406250 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -390345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -390346.343750 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -390346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -390347.718750 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -390347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -390350.093750 Penalty: 3903.033691
	Iteration 16Q: 3 clusters Score -390350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -390349.750000 Penalty: 3903.033691
	Iteration 17Q: 3 clusters Score -390349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -390349.750000 Penalty: 3903.033691
	Iteration 18F: 3 clusters Score -390349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Entering Unmasked Estep 
Score: -3519949.250000 Penalty: 2488.592529
	Iteration 0F: 2 clusters Score -3519949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3504087.000000 Penalty: 4977.185059
	Iteration 0F: 3 clusters Score -3504087 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3509594.500000 Penalty: 4977.185059
	Iteration 1F: 3 clusters Score -3509594 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3510000.750000 Penalty: 4977.185059
	Iteration 2Q: 3 clusters Score -3510001 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3510342.250000 Penalty: 4977.185059
	Iteration 3Q: 3 clusters Score -3510342 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3510715.500000 Penalty: 4977.185059
	Iteration 4Q: 3 clusters Score -3510716 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3511139.750000 Penalty: 4977.185059
	Iteration 5Q: 3 clusters Score -3511140 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3511675.250000 Penalty: 4977.185059
	Iteration 6Q: 3 clusters Score -3511675 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -3512363.250000 Penalty: 4977.185059
	Iteration 7F: 3 clusters Score -3512363 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3513188.500000 Penalty: 4977.185059
	Iteration 8F: 3 clusters Score -3513188 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -3514196.750000 Penalty: 4977.185059
	Iteration 9F: 3 clusters Score -3514197 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -3515167.250000 Penalty: 4977.185059
	Iteration 10F: 3 clusters Score -3515167 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -3516034.250000 Penalty: 4977.185059
	Iteration 11Q: 3 clusters Score -3516034 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3516696.750000 Penalty: 4977.185059
	Iteration 12Q: 3 clusters Score -3516697 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3517162.000000 Penalty: 4977.185059
	Iteration 13Q: 3 clusters Score -3517162 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3517484.250000 Penalty: 4977.185059
	Iteration 14Q: 3 clusters Score -3517484 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3517665.750000 Penalty: 4977.185059
	Iteration 15Q: 3 clusters Score -3517666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -3517798.500000 Penalty: 4977.185059
	Iteration 16Q: 3 clusters Score -3517798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3517873.750000 Penalty: 4977.185059
	Iteration 17Q: 3 clusters Score -3517874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3517921.000000 Penalty: 4977.185059
	Iteration 18Q: 3 clusters Score -3517921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3517939.500000 Penalty: 4977.185059
	Iteration 19Q: 3 clusters Score -3517940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3517955.500000 Penalty: 4977.185059
	Iteration 20F: 3 clusters Score -3517956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3517960.500000 Penalty: 4977.185059
	Iteration 21Q: 3 clusters Score -3517960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3517967.000000 Penalty: 4977.185059
	Iteration 22Q: 3 clusters Score -3517967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3517977.500000 Penalty: 4977.185059
	Iteration 23Q: 3 clusters Score -3517978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3517983.000000 Penalty: 4977.185059
	Iteration 24Q: 3 clusters Score -3517983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3517987.000000 Penalty: 4977.185059
	Iteration 25Q: 3 clusters Score -3517987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3517988.250000 Penalty: 4977.185059
	Iteration 26Q: 3 clusters Score -3517988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -3517989.500000 Penalty: 4977.185059
	Iteration 27Q: 3 clusters Score -3517990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3517993.000000 Penalty: 4977.185059
	Iteration 28Q: 3 clusters Score -3517993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3517990.250000 Penalty: 4977.185059
	Iteration 29Q: 3 clusters Score -3517990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3517991.750000 Penalty: 4977.185059
	Iteration 30Q: 3 clusters Score -3517992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3517991.000000 Penalty: 4977.185059
	Iteration 31Q: 3 clusters Score -3517991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3517992.250000 Penalty: 4977.185059
	Iteration 32Q: 3 clusters Score -3517992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3517994.500000 Penalty: 4977.185059
	Iteration 33Q: 3 clusters Score -3517994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3517995.750000 Penalty: 4977.185059
	Iteration 34Q: 3 clusters Score -3517996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3517994.250000 Penalty: 4977.185059
	Iteration 35Q: 3 clusters Score -3517994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3517994.250000 Penalty: 4977.185059
	Iteration 36F: 3 clusters Score -3517994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -396175.093750 Penalty: 1957.328125
	Iteration 0F: 2 clusters Score -396175.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -393063.000000 Penalty: 3914.656250
	Iteration 0F: 3 clusters Score -393063 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -393750.562500 Penalty: 3914.656250
	Iteration 1F: 3 clusters Score -393750.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -393960.562500 Penalty: 3914.656250
	Iteration 2F: 3 clusters Score -393960.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -394062.906250 Penalty: 3914.656250
	Iteration 3F: 3 clusters Score -394062.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -394129.875000 Penalty: 3914.656250
	Iteration 4Q: 3 clusters Score -394129.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -394184.031250 Penalty: 3914.656250
	Iteration 5Q: 3 clusters Score -394184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -394227.500000 Penalty: 3914.656250
	Iteration 6Q: 3 clusters Score -394227.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -394282.625000 Penalty: 3914.656250
	Iteration 7Q: 3 clusters Score -394282.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -394316.843750 Penalty: 3914.656250
	Iteration 8Q: 3 clusters Score -394316.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -394336.656250 Penalty: 3914.656250
	Iteration 9Q: 3 clusters Score -394336.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -394356.187500 Penalty: 3914.656250
	Iteration 10Q: 3 clusters Score -394356.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -394374.687500 Penalty: 3914.656250
	Iteration 11Q: 3 clusters Score -394374.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -394389.500000 Penalty: 3914.656250
	Iteration 12Q: 3 clusters Score -394389.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -394398.968750 Penalty: 3914.656250
	Iteration 13Q: 3 clusters Score -394399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -394405.125000 Penalty: 3914.656250
	Iteration 14Q: 3 clusters Score -394405.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -394411.343750 Penalty: 3914.656250
	Iteration 15Q: 3 clusters Score -394411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -394413.562500 Penalty: 3914.656250
	Iteration 16Q: 3 clusters Score -394413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -394415.218750 Penalty: 3914.656250
	Iteration 17Q: 3 clusters Score -394415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -394415.062500 Penalty: 3914.656250
	Iteration 18Q: 3 clusters Score -394415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -394415.437500 Penalty: 3914.656250
	Iteration 19Q: 3 clusters Score -394415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -394415.437500 Penalty: 3914.656250
	Iteration 20F: 3 clusters Score -394415.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Entering Unmasked Estep 
Score: -975054.500000 Penalty: 2162.714844
	Iteration 0F: 2 clusters Score -975054.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -969782.000000 Penalty: 4325.429688
	Iteration 0F: 3 clusters Score -969782 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -971024.125000 Penalty: 4325.429688
	Iteration 1F: 3 clusters Score -971024.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -971261.625000 Penalty: 4325.429688
	Iteration 2F: 3 clusters Score -971261.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -971419.500000 Penalty: 4325.429688
	Iteration 3F: 3 clusters Score -971419.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -971551.562500 Penalty: 4325.429688
	Iteration 4Q: 3 clusters Score -971551.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -971662.687500 Penalty: 4325.429688
	Iteration 5Q: 3 clusters Score -971662.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -971761.062500 Penalty: 4325.429688
	Iteration 6Q: 3 clusters Score -971761.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -971854.125000 Penalty: 4325.429688
	Iteration 7Q: 3 clusters Score -971854.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -971967.000000 Penalty: 4325.429688
	Iteration 8Q: 3 clusters Score -971967 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -972080.312500 Penalty: 4325.429688
	Iteration 9Q: 3 clusters Score -972080.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -972225.312500 Penalty: 4325.429688
	Iteration 10Q: 3 clusters Score -972225.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -972381.187500 Penalty: 4325.429688
	Iteration 11Q: 3 clusters Score -972381.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -972526.000000 Penalty: 4325.429688
	Iteration 12Q: 3 clusters Score -972526 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -972664.500000 Penalty: 4325.429688
	Iteration 13Q: 3 clusters Score -972664.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -972780.187500 Penalty: 4325.429688
	Iteration 14Q: 3 clusters Score -972780.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -972868.062500 Penalty: 4325.429688
	Iteration 15Q: 3 clusters Score -972868.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -972941.687500 Penalty: 4325.429688
	Iteration 16Q: 3 clusters Score -972941.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -973010.250000 Penalty: 4325.429688
	Iteration 17Q: 3 clusters Score -973010.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -973073.687500 Penalty: 4325.429688
	Iteration 18Q: 3 clusters Score -973073.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -973138.812500 Penalty: 4325.429688
	Iteration 19Q: 3 clusters Score -973138.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -973204.937500 Penalty: 4325.429688
	Iteration 20F: 3 clusters Score -973204.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -973244.562500 Penalty: 4325.429688
	Iteration 21Q: 3 clusters Score -973244.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -973275.437500 Penalty: 4325.429688
	Iteration 22Q: 3 clusters Score -973275.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -973298.437500 Penalty: 4325.429688
	Iteration 23Q: 3 clusters Score -973298.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -973325.437500 Penalty: 4325.429688
	Iteration 24Q: 3 clusters Score -973325.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -973343.812500 Penalty: 4325.429688
	Iteration 25Q: 3 clusters Score -973343.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -973355.312500 Penalty: 4325.429688
	Iteration 26Q: 3 clusters Score -973355.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -973369.687500 Penalty: 4325.429688
	Iteration 27Q: 3 clusters Score -973369.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -973378.375000 Penalty: 4325.429688
	Iteration 28Q: 3 clusters Score -973378.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -973382.687500 Penalty: 4325.429688
	Iteration 29Q: 3 clusters Score -973382.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -973390.375000 Penalty: 4325.429688
	Iteration 30Q: 3 clusters Score -973390.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -973396.187500 Penalty: 4325.429688
	Iteration 31Q: 3 clusters Score -973396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -973402.500000 Penalty: 4325.429688
	Iteration 32Q: 3 clusters Score -973402.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -973404.875000 Penalty: 4325.429688
	Iteration 33Q: 3 clusters Score -973404.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -973408.625000 Penalty: 4325.429688
	Iteration 34Q: 3 clusters Score -973408.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -973410.437500 Penalty: 4325.429688
	Iteration 35Q: 3 clusters Score -973410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -973414.375000 Penalty: 4325.429688
	Iteration 36Q: 3 clusters Score -973414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -973416.562500 Penalty: 4325.429688
	Iteration 37Q: 3 clusters Score -973416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -973417.375000 Penalty: 4325.429688
	Iteration 38Q: 3 clusters Score -973417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -973418.875000 Penalty: 4325.429688
	Iteration 39Q: 3 clusters Score -973418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -973418.125000 Penalty: 4325.429688
	Iteration 40F: 3 clusters Score -973418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -973419.812500 Penalty: 4325.429688
	Iteration 41Q: 3 clusters Score -973419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -973419.812500 Penalty: 4325.429688
	Iteration 42F: 3 clusters Score -973419.8 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: -113079.179688 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -113079.2 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 499 members 
Entering Unmasked Estep 
Score: -111239.875000 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -111239.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111863.531250 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -111863.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112225.382812 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -112225.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112440.781250 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -112440.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112616.445312 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -112616.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -112766.851562 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -112766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112823.523438 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -112823.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112868.367188 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -112868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112880.992188 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -112881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112885.687500 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -112885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112888.203125 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -112888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112892.710938 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -112892.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112894.523438 Penalty: 3404.964355
	Iteration 12F: 3 clusters Score -112894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112900.218750 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -112900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112903.601562 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -112903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112910.476562 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -112910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112915.375000 Penalty: 3404.964355
	Iteration 16Q: 3 clusters Score -112915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112916.406250 Penalty: 3404.964355
	Iteration 17Q: 3 clusters Score -112916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112918.593750 Penalty: 3404.964355
	Iteration 18Q: 3 clusters Score -112918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112923.468750 Penalty: 3404.964355
	Iteration 19Q: 3 clusters Score -112923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112934.500000 Penalty: 3404.964355
	Iteration 20F: 3 clusters Score -112934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112946.929688 Penalty: 3404.964355
	Iteration 21Q: 3 clusters Score -112946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112948.093750 Penalty: 3404.964355
	Iteration 22Q: 3 clusters Score -112948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112948.906250 Penalty: 3404.964355
	Iteration 23Q: 3 clusters Score -112948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112948.906250 Penalty: 3404.964355
	Iteration 24F: 3 clusters Score -112948.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -498123.031250 Penalty: 2012.575073
	Iteration 0F: 2 clusters Score -498123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -494658.343750 Penalty: 4025.150146
	Iteration 0F: 3 clusters Score -494658.3 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -495443.750000 Penalty: 4025.150146
	Iteration 1F: 3 clusters Score -495443.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -495670.562500 Penalty: 4025.150146
	Iteration 2F: 3 clusters Score -495670.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -495844.156250 Penalty: 4025.150146
	Iteration 3F: 3 clusters Score -495844.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -495951.968750 Penalty: 4025.150146
	Iteration 4Q: 3 clusters Score -495952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -496053.218750 Penalty: 4025.150146
	Iteration 5Q: 3 clusters Score -496053.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -496142.562500 Penalty: 4025.150146
	Iteration 6Q: 3 clusters Score -496142.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -496226.656250 Penalty: 4025.150146
	Iteration 7Q: 3 clusters Score -496226.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -496299.625000 Penalty: 4025.150146
	Iteration 8Q: 3 clusters Score -496299.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -496365.812500 Penalty: 4025.150146
	Iteration 9Q: 3 clusters Score -496365.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -496435.500000 Penalty: 4025.150146
	Iteration 10Q: 3 clusters Score -496435.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -496496.968750 Penalty: 4025.150146
	Iteration 11Q: 3 clusters Score -496497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -496547.750000 Penalty: 4025.150146
	Iteration 12Q: 3 clusters Score -496547.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -496598.968750 Penalty: 4025.150146
	Iteration 13Q: 3 clusters Score -496599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -496640.687500 Penalty: 4025.150146
	Iteration 14Q: 3 clusters Score -496640.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -496672.843750 Penalty: 4025.150146
	Iteration 15Q: 3 clusters Score -496672.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -496712.875000 Penalty: 4025.150146
	Iteration 16Q: 3 clusters Score -496712.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -496739.875000 Penalty: 4025.150146
	Iteration 17Q: 3 clusters Score -496739.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -496757.750000 Penalty: 4025.150146
	Iteration 18Q: 3 clusters Score -496757.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -496776.593750 Penalty: 4025.150146
	Iteration 19Q: 3 clusters Score -496776.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -496791.156250 Penalty: 4025.150146
	Iteration 20F: 3 clusters Score -496791.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -496801.125000 Penalty: 4025.150146
	Iteration 21Q: 3 clusters Score -496801.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -496811.625000 Penalty: 4025.150146
	Iteration 22Q: 3 clusters Score -496811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -496819.281250 Penalty: 4025.150146
	Iteration 23Q: 3 clusters Score -496819.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -496824.343750 Penalty: 4025.150146
	Iteration 24Q: 3 clusters Score -496824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -496831.218750 Penalty: 4025.150146
	Iteration 25Q: 3 clusters Score -496831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -496835.437500 Penalty: 4025.150146
	Iteration 26Q: 3 clusters Score -496835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -496839.781250 Penalty: 4025.150146
	Iteration 27Q: 3 clusters Score -496839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -496844.156250 Penalty: 4025.150146
	Iteration 28Q: 3 clusters Score -496844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -496846.093750 Penalty: 4025.150146
	Iteration 29Q: 3 clusters Score -496846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -496845.937500 Penalty: 4025.150146
	Iteration 30Q: 3 clusters Score -496845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -496845.937500 Penalty: 4025.150146
	Iteration 31F: 3 clusters Score -496845.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Entering Unmasked Estep 
Score: -1485840.375000 Penalty: 2272.459717
	Iteration 0F: 2 clusters Score -1485840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1478425.625000 Penalty: 4544.919434
	Iteration 0F: 3 clusters Score -1478426 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1480567.750000 Penalty: 4544.919434
	Iteration 1F: 3 clusters Score -1480568 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1480999.250000 Penalty: 4544.919434
	Iteration 2F: 3 clusters Score -1480999 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1481372.625000 Penalty: 4544.919434
	Iteration 3F: 3 clusters Score -1481373 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1481669.375000 Penalty: 4544.919434
	Iteration 4F: 3 clusters Score -1481669 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1481914.875000 Penalty: 4544.919434
	Iteration 5Q: 3 clusters Score -1481915 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1482153.500000 Penalty: 4544.919434
	Iteration 6Q: 3 clusters Score -1482154 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1482355.125000 Penalty: 4544.919434
	Iteration 7Q: 3 clusters Score -1482355 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1482572.250000 Penalty: 4544.919434
	Iteration 8Q: 3 clusters Score -1482572 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1482808.875000 Penalty: 4544.919434
	Iteration 9Q: 3 clusters Score -1482809 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1483070.625000 Penalty: 4544.919434
	Iteration 10Q: 3 clusters Score -1483071 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1483343.750000 Penalty: 4544.919434
	Iteration 11Q: 3 clusters Score -1483344 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1483610.875000 Penalty: 4544.919434
	Iteration 12Q: 3 clusters Score -1483611 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1483891.750000 Penalty: 4544.919434
	Iteration 13Q: 3 clusters Score -1483892 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1484090.125000 Penalty: 4544.919434
	Iteration 14Q: 3 clusters Score -1484090 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1484278.750000 Penalty: 4544.919434
	Iteration 15Q: 3 clusters Score -1484279 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1484433.875000 Penalty: 4544.919434
	Iteration 16Q: 3 clusters Score -1484434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1484524.750000 Penalty: 4544.919434
	Iteration 17Q: 3 clusters Score -1484525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1484605.375000 Penalty: 4544.919434
	Iteration 18Q: 3 clusters Score -1484605 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1484655.375000 Penalty: 4544.919434
	Iteration 19Q: 3 clusters Score -1484655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1484676.000000 Penalty: 4544.919434
	Iteration 20F: 3 clusters Score -1484676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1484696.250000 Penalty: 4544.919434
	Iteration 21Q: 3 clusters Score -1484696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1484702.125000 Penalty: 4544.919434
	Iteration 22Q: 3 clusters Score -1484702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1484704.875000 Penalty: 4544.919434
	Iteration 23Q: 3 clusters Score -1484705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1484708.500000 Penalty: 4544.919434
	Iteration 24Q: 3 clusters Score -1484708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1484710.250000 Penalty: 4544.919434
	Iteration 25Q: 3 clusters Score -1484710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1484710.250000 Penalty: 4544.919434
	Iteration 26F: 3 clusters Score -1484710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -39847.140625 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -39847.14 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 191 members 
Entering Unmasked Estep 
Score: -38597.390625 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -38597.39 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38969.871094 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -38969.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39223.246094 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -39223.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39263.253906 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -39263.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39309.488281 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -39309.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39340.531250 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -39340.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39346.441406 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -39346.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39346.441406 Penalty: 2930.409180
	Iteration 7F: 3 clusters Score -39346.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Entering Unmasked Estep 
Score: -1937201.500000 Penalty: 2341.558838
	Iteration 0F: 2 clusters Score -1937202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1927941.875000 Penalty: 4683.117676
	Iteration 0F: 3 clusters Score -1927942 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1931034.375000 Penalty: 4683.117676
	Iteration 1F: 3 clusters Score -1931034 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1931530.875000 Penalty: 4683.117676
	Iteration 2F: 3 clusters Score -1931531 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1932002.625000 Penalty: 4683.117676
	Iteration 3F: 3 clusters Score -1932003 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1932459.250000 Penalty: 4683.117676
	Iteration 4F: 3 clusters Score -1932459 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1932924.125000 Penalty: 4683.117676
	Iteration 5F: 3 clusters Score -1932924 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1933467.625000 Penalty: 4683.117676
	Iteration 6F: 3 clusters Score -1933468 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1933995.000000 Penalty: 4683.117676
	Iteration 7F: 3 clusters Score -1933995 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1934431.250000 Penalty: 4683.117676
	Iteration 8Q: 3 clusters Score -1934431 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1934811.750000 Penalty: 4683.117676
	Iteration 9Q: 3 clusters Score -1934812 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1935202.125000 Penalty: 4683.117676
	Iteration 10Q: 3 clusters Score -1935202 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1935598.875000 Penalty: 4683.117676
	Iteration 11Q: 3 clusters Score -1935599 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1935888.500000 Penalty: 4683.117676
	Iteration 12Q: 3 clusters Score -1935888 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1936040.875000 Penalty: 4683.117676
	Iteration 13Q: 3 clusters Score -1936041 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1936117.250000 Penalty: 4683.117676
	Iteration 14Q: 3 clusters Score -1936117 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1936165.625000 Penalty: 4683.117676
	Iteration 15Q: 3 clusters Score -1936166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1936193.000000 Penalty: 4683.117676
	Iteration 16Q: 3 clusters Score -1936193 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1936213.250000 Penalty: 4683.117676
	Iteration 17Q: 3 clusters Score -1936213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1936230.500000 Penalty: 4683.117676
	Iteration 18Q: 3 clusters Score -1936230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1936246.875000 Penalty: 4683.117676
	Iteration 19Q: 3 clusters Score -1936247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1936251.250000 Penalty: 4683.117676
	Iteration 20F: 3 clusters Score -1936251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1936251.750000 Penalty: 4683.117676
	Iteration 21Q: 3 clusters Score -1936252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1936261.500000 Penalty: 4683.117676
	Iteration 22Q: 3 clusters Score -1936262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1936268.000000 Penalty: 4683.117676
	Iteration 23Q: 3 clusters Score -1936268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1936276.125000 Penalty: 4683.117676
	Iteration 24Q: 3 clusters Score -1936276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1936275.625000 Penalty: 4683.117676
	Iteration 25Q: 3 clusters Score -1936276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1936278.250000 Penalty: 4683.117676
	Iteration 26Q: 3 clusters Score -1936278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1936278.875000 Penalty: 4683.117676
	Iteration 27Q: 3 clusters Score -1936279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1936280.500000 Penalty: 4683.117676
	Iteration 28Q: 3 clusters Score -1936280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1936278.875000 Penalty: 4683.117676
	Iteration 29Q: 3 clusters Score -1936279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1936278.000000 Penalty: 4683.117676
	Iteration 30Q: 3 clusters Score -1936278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1936277.250000 Penalty: 4683.117676
	Iteration 31Q: 3 clusters Score -1936277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1936275.750000 Penalty: 4683.117676
	Iteration 32Q: 3 clusters Score -1936276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1936275.750000 Penalty: 4683.117676
	Iteration 33F: 3 clusters Score -1936276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Entering Unmasked Estep 
Score: -1045615.500000 Penalty: 2181.717041
	Iteration 0F: 2 clusters Score -1045616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1040060.312500 Penalty: 4363.434082
	Iteration 0F: 3 clusters Score -1040060 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1041533.812500 Penalty: 4363.434082
	Iteration 1F: 3 clusters Score -1041534 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1041875.062500 Penalty: 4363.434082
	Iteration 2F: 3 clusters Score -1041875 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1042231.250000 Penalty: 4363.434082
	Iteration 3F: 3 clusters Score -1042231 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1042592.437500 Penalty: 4363.434082
	Iteration 4F: 3 clusters Score -1042592 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1042987.437500 Penalty: 4363.434082
	Iteration 5F: 3 clusters Score -1042987 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1043324.062500 Penalty: 4363.434082
	Iteration 6F: 3 clusters Score -1043324 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1043573.937500 Penalty: 4363.434082
	Iteration 7Q: 3 clusters Score -1043574 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1043760.062500 Penalty: 4363.434082
	Iteration 8Q: 3 clusters Score -1043760 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1043877.812500 Penalty: 4363.434082
	Iteration 9Q: 3 clusters Score -1043878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1043955.562500 Penalty: 4363.434082
	Iteration 10Q: 3 clusters Score -1043956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1044014.312500 Penalty: 4363.434082
	Iteration 11Q: 3 clusters Score -1044014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1044053.312500 Penalty: 4363.434082
	Iteration 12Q: 3 clusters Score -1044053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1044087.625000 Penalty: 4363.434082
	Iteration 13Q: 3 clusters Score -1044088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1044110.750000 Penalty: 4363.434082
	Iteration 14Q: 3 clusters Score -1044111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1044131.937500 Penalty: 4363.434082
	Iteration 15Q: 3 clusters Score -1044132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1044143.812500 Penalty: 4363.434082
	Iteration 16Q: 3 clusters Score -1044144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1044149.062500 Penalty: 4363.434082
	Iteration 17Q: 3 clusters Score -1044149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1044152.937500 Penalty: 4363.434082
	Iteration 18Q: 3 clusters Score -1044153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1044156.125000 Penalty: 4363.434082
	Iteration 19Q: 3 clusters Score -1044156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1044158.750000 Penalty: 4363.434082
	Iteration 20F: 3 clusters Score -1044159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1044159.250000 Penalty: 4363.434082
	Iteration 21Q: 3 clusters Score -1044159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1044160.750000 Penalty: 4363.434082
	Iteration 22Q: 3 clusters Score -1044161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1044163.500000 Penalty: 4363.434082
	Iteration 23Q: 3 clusters Score -1044164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1044163.562500 Penalty: 4363.434082
	Iteration 24Q: 3 clusters Score -1044164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1044164.562500 Penalty: 4363.434082
	Iteration 25Q: 3 clusters Score -1044165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1044167.625000 Penalty: 4363.434082
	Iteration 26Q: 3 clusters Score -1044168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1044168.312500 Penalty: 4363.434082
	Iteration 27Q: 3 clusters Score -1044168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1044170.312500 Penalty: 4363.434082
	Iteration 28Q: 3 clusters Score -1044170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1044172.062500 Penalty: 4363.434082
	Iteration 29Q: 3 clusters Score -1044172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1044172.062500 Penalty: 4363.434082
	Iteration 30F: 3 clusters Score -1044172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -84980.140625 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -84980.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83389.757812 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -83389.76 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83721.414062 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -83721.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83855.750000 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -83855.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -83930.000000 Penalty: 3183.509033
	Iteration 3Q: 3 clusters Score -83930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83968.718750 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -83968.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83994.617188 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -83994.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84026.242188 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -84026.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84049.640625 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -84049.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84070.343750 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -84070.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -84103.117188 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -84103.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84175.320312 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -84175.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -84245.476562 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -84245.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -84273.335938 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -84273.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -84286.929688 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -84286.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84302.539062 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -84302.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84313.835938 Penalty: 3183.509033
	Iteration 15Q: 3 clusters Score -84313.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -84327.992188 Penalty: 3183.509033
	Iteration 16Q: 3 clusters Score -84327.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -84339.960938 Penalty: 3183.509033
	Iteration 17Q: 3 clusters Score -84339.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -84347.070312 Penalty: 3183.509033
	Iteration 18Q: 3 clusters Score -84347.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -84364.890625 Penalty: 3183.509033
	Iteration 19Q: 3 clusters Score -84364.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84412.796875 Penalty: 3183.509033
	Iteration 20F: 3 clusters Score -84412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -84489.312500 Penalty: 3183.509033
	Iteration 21Q: 3 clusters Score -84489.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84587.023438 Penalty: 3183.509033
	Iteration 22Q: 3 clusters Score -84587.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -84669.046875 Penalty: 3183.509033
	Iteration 23Q: 3 clusters Score -84669.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -84686.593750 Penalty: 3183.509033
	Iteration 24Q: 3 clusters Score -84686.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -84707.812500 Penalty: 3183.509033
	Iteration 25Q: 3 clusters Score -84707.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -84720.812500 Penalty: 3183.509033
	Iteration 26Q: 3 clusters Score -84720.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -84721.343750 Penalty: 3183.509033
	Iteration 27Q: 3 clusters Score -84721.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84730.320312 Penalty: 3183.509033
	Iteration 28Q: 3 clusters Score -84730.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -84737.132812 Penalty: 3183.509033
	Iteration 29Q: 3 clusters Score -84737.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -84737.132812 Penalty: 3183.509033
	Iteration 30F: 3 clusters Score -84737.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Entering Unmasked Estep 
Score: -1300727.250000 Penalty: 2248.226807
	Iteration 0F: 2 clusters Score -1300727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1293930.375000 Penalty: 4496.453613
	Iteration 0F: 3 clusters Score -1293930 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1295793.500000 Penalty: 4496.453613
	Iteration 1F: 3 clusters Score -1295794 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1296089.875000 Penalty: 4496.453613
	Iteration 2F: 3 clusters Score -1296090 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1296299.375000 Penalty: 4496.453613
	Iteration 3F: 3 clusters Score -1296299 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1296461.125000 Penalty: 4496.453613
	Iteration 4Q: 3 clusters Score -1296461 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1296608.625000 Penalty: 4496.453613
	Iteration 5Q: 3 clusters Score -1296609 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1296728.375000 Penalty: 4496.453613
	Iteration 6Q: 3 clusters Score -1296728 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1296840.125000 Penalty: 4496.453613
	Iteration 7Q: 3 clusters Score -1296840 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1296924.125000 Penalty: 4496.453613
	Iteration 8Q: 3 clusters Score -1296924 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1296994.250000 Penalty: 4496.453613
	Iteration 9Q: 3 clusters Score -1296994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1297059.750000 Penalty: 4496.453613
	Iteration 10Q: 3 clusters Score -1297060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1297124.625000 Penalty: 4496.453613
	Iteration 11Q: 3 clusters Score -1297125 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1297182.375000 Penalty: 4496.453613
	Iteration 12Q: 3 clusters Score -1297182 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1297222.625000 Penalty: 4496.453613
	Iteration 13Q: 3 clusters Score -1297223 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1297255.625000 Penalty: 4496.453613
	Iteration 14Q: 3 clusters Score -1297256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1297293.500000 Penalty: 4496.453613
	Iteration 15Q: 3 clusters Score -1297294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1297327.875000 Penalty: 4496.453613
	Iteration 16Q: 3 clusters Score -1297328 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1297374.000000 Penalty: 4496.453613
	Iteration 17Q: 3 clusters Score -1297374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1297419.125000 Penalty: 4496.453613
	Iteration 18Q: 3 clusters Score -1297419 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1297459.000000 Penalty: 4496.453613
	Iteration 19Q: 3 clusters Score -1297459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1297493.625000 Penalty: 4496.453613
	Iteration 20F: 3 clusters Score -1297494 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1297520.750000 Penalty: 4496.453613
	Iteration 21Q: 3 clusters Score -1297521 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1297546.250000 Penalty: 4496.453613
	Iteration 22Q: 3 clusters Score -1297546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1297564.125000 Penalty: 4496.453613
	Iteration 23Q: 3 clusters Score -1297564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1297588.500000 Penalty: 4496.453613
	Iteration 24Q: 3 clusters Score -1297588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1297604.750000 Penalty: 4496.453613
	Iteration 25Q: 3 clusters Score -1297605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1297620.125000 Penalty: 4496.453613
	Iteration 26Q: 3 clusters Score -1297620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1297633.875000 Penalty: 4496.453613
	Iteration 27Q: 3 clusters Score -1297634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1297648.375000 Penalty: 4496.453613
	Iteration 28Q: 3 clusters Score -1297648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1297658.750000 Penalty: 4496.453613
	Iteration 29Q: 3 clusters Score -1297659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1297665.750000 Penalty: 4496.453613
	Iteration 30Q: 3 clusters Score -1297666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1297674.125000 Penalty: 4496.453613
	Iteration 31Q: 3 clusters Score -1297674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1297682.625000 Penalty: 4496.453613
	Iteration 32Q: 3 clusters Score -1297683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1297693.125000 Penalty: 4496.453613
	Iteration 33Q: 3 clusters Score -1297693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1297698.625000 Penalty: 4496.453613
	Iteration 34Q: 3 clusters Score -1297699 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1297714.000000 Penalty: 4496.453613
	Iteration 35Q: 3 clusters Score -1297714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1297721.750000 Penalty: 4496.453613
	Iteration 36Q: 3 clusters Score -1297722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1297733.375000 Penalty: 4496.453613
	Iteration 37Q: 3 clusters Score -1297733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1297749.250000 Penalty: 4496.453613
	Iteration 38Q: 3 clusters Score -1297749 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1297762.125000 Penalty: 4496.453613
	Iteration 39Q: 3 clusters Score -1297762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1297785.625000 Penalty: 4496.453613
	Iteration 40F: 3 clusters Score -1297786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1297804.500000 Penalty: 4496.453613
	Iteration 41Q: 3 clusters Score -1297804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1297833.000000 Penalty: 4496.453613
	Iteration 42Q: 3 clusters Score -1297833 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1297867.125000 Penalty: 4496.453613
	Iteration 43Q: 3 clusters Score -1297867 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1297899.125000 Penalty: 4496.453613
	Iteration 44Q: 3 clusters Score -1297899 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1297945.750000 Penalty: 4496.453613
	Iteration 45Q: 3 clusters Score -1297946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1297983.250000 Penalty: 4496.453613
	Iteration 46Q: 3 clusters Score -1297983 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1298023.500000 Penalty: 4496.453613
	Iteration 47Q: 3 clusters Score -1298024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1298053.500000 Penalty: 4496.453613
	Iteration 48Q: 3 clusters Score -1298054 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1298098.000000 Penalty: 4496.453613
	Iteration 49Q: 3 clusters Score -1298098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1298137.750000 Penalty: 4496.453613
	Iteration 50Q: 3 clusters Score -1298138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1298178.625000 Penalty: 4496.453613
	Iteration 51Q: 3 clusters Score -1298179 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1298218.500000 Penalty: 4496.453613
	Iteration 52Q: 3 clusters Score -1298218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1298265.625000 Penalty: 4496.453613
	Iteration 53Q: 3 clusters Score -1298266 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1298311.000000 Penalty: 4496.453613
	Iteration 54Q: 3 clusters Score -1298311 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1298368.000000 Penalty: 4496.453613
	Iteration 55Q: 3 clusters Score -1298368 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1298436.000000 Penalty: 4496.453613
	Iteration 56Q: 3 clusters Score -1298436 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1298510.500000 Penalty: 4496.453613
	Iteration 57Q: 3 clusters Score -1298510 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1298589.250000 Penalty: 4496.453613
	Iteration 58Q: 3 clusters Score -1298589 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1298662.750000 Penalty: 4496.453613
	Iteration 59Q: 3 clusters Score -1298663 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1298730.125000 Penalty: 4496.453613
	Iteration 60F: 3 clusters Score -1298730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1298795.875000 Penalty: 4496.453613
	Iteration 61Q: 3 clusters Score -1298796 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1298845.125000 Penalty: 4496.453613
	Iteration 62Q: 3 clusters Score -1298845 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1298890.500000 Penalty: 4496.453613
	Iteration 63Q: 3 clusters Score -1298890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1298920.625000 Penalty: 4496.453613
	Iteration 64Q: 3 clusters Score -1298921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1298941.375000 Penalty: 4496.453613
	Iteration 65Q: 3 clusters Score -1298941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1298955.875000 Penalty: 4496.453613
	Iteration 66Q: 3 clusters Score -1298956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1298972.375000 Penalty: 4496.453613
	Iteration 67Q: 3 clusters Score -1298972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1298980.625000 Penalty: 4496.453613
	Iteration 68Q: 3 clusters Score -1298981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1298988.875000 Penalty: 4496.453613
	Iteration 69Q: 3 clusters Score -1298989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1298992.000000 Penalty: 4496.453613
	Iteration 70Q: 3 clusters Score -1298992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1298999.250000 Penalty: 4496.453613
	Iteration 71Q: 3 clusters Score -1298999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1299012.500000 Penalty: 4496.453613
	Iteration 72Q: 3 clusters Score -1299012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1299021.875000 Penalty: 4496.453613
	Iteration 73Q: 3 clusters Score -1299022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1299026.000000 Penalty: 4496.453613
	Iteration 74Q: 3 clusters Score -1299026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1299033.000000 Penalty: 4496.453613
	Iteration 75Q: 3 clusters Score -1299033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1299032.750000 Penalty: 4496.453613
	Iteration 76Q: 3 clusters Score -1299033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1299032.750000 Penalty: 4496.453613
	Iteration 77F: 3 clusters Score -1299033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Entering Unmasked Estep 
Score: -304248.343750 Penalty: 1875.287109
	Iteration 0F: 2 clusters Score -304248.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -301624.562500 Penalty: 3750.574219
	Iteration 0F: 3 clusters Score -301624.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -302080.812500 Penalty: 3750.574219
	Iteration 1F: 3 clusters Score -302080.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -302192.968750 Penalty: 3750.574219
	Iteration 2F: 3 clusters Score -302193 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -302242.000000 Penalty: 3750.574219
	Iteration 3Q: 3 clusters Score -302242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -302266.250000 Penalty: 3750.574219
	Iteration 4Q: 3 clusters Score -302266.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -302289.250000 Penalty: 3750.574219
	Iteration 5Q: 3 clusters Score -302289.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -302307.750000 Penalty: 3750.574219
	Iteration 6Q: 3 clusters Score -302307.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -302320.843750 Penalty: 3750.574219
	Iteration 7Q: 3 clusters Score -302320.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -302333.156250 Penalty: 3750.574219
	Iteration 8Q: 3 clusters Score -302333.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -302345.812500 Penalty: 3750.574219
	Iteration 9Q: 3 clusters Score -302345.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -302355.968750 Penalty: 3750.574219
	Iteration 10Q: 3 clusters Score -302356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -302362.750000 Penalty: 3750.574219
	Iteration 11Q: 3 clusters Score -302362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -302367.031250 Penalty: 3750.574219
	Iteration 12Q: 3 clusters Score -302367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -302369.406250 Penalty: 3750.574219
	Iteration 13Q: 3 clusters Score -302369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -302371.843750 Penalty: 3750.574219
	Iteration 14Q: 3 clusters Score -302371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -302373.562500 Penalty: 3750.574219
	Iteration 15Q: 3 clusters Score -302373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -302375.406250 Penalty: 3750.574219
	Iteration 16Q: 3 clusters Score -302375.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -302376.718750 Penalty: 3750.574219
	Iteration 17Q: 3 clusters Score -302376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -302376.718750 Penalty: 3750.574219
	Iteration 18F: 3 clusters Score -302376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -276107.781250 Penalty: 1866.091187
	Iteration 0F: 2 clusters Score -276107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -273593.406250 Penalty: 3732.182373
	Iteration 0F: 3 clusters Score -273593.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -274159.718750 Penalty: 3732.182373
	Iteration 1F: 3 clusters Score -274159.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -274327.375000 Penalty: 3732.182373
	Iteration 2F: 3 clusters Score -274327.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -274442.250000 Penalty: 3732.182373
	Iteration 3F: 3 clusters Score -274442.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -274550.500000 Penalty: 3732.182373
	Iteration 4Q: 3 clusters Score -274550.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -274637.593750 Penalty: 3732.182373
	Iteration 5Q: 3 clusters Score -274637.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -274737.000000 Penalty: 3732.182373
	Iteration 6Q: 3 clusters Score -274737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -274820.468750 Penalty: 3732.182373
	Iteration 7Q: 3 clusters Score -274820.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -274873.718750 Penalty: 3732.182373
	Iteration 8Q: 3 clusters Score -274873.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -274905.031250 Penalty: 3732.182373
	Iteration 9Q: 3 clusters Score -274905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -274931.187500 Penalty: 3732.182373
	Iteration 10Q: 3 clusters Score -274931.2 nChanged 15
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: -274948.625000 Penalty: 3732.182373
	Iteration 11Q: 3 clusters Score -274948.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -274966.937500 Penalty: 3732.182373
	Iteration 12Q: 3 clusters Score -274966.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -274977.187500 Penalty: 3732.182373
	Iteration 13Q: 3 clusters Score -274977.2 nChanged 7
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: -274981.906250 Penalty: 3732.182373
	Iteration 14Q: 3 clusters Score -274981.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -274988.718750 Penalty: 3732.182373
	Iteration 15Q: 3 clusters Score -274988.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -274994.468750 Penalty: 3732.182373
	Iteration 16Q: 3 clusters Score -274994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -274996.156250 Penalty: 3732.182373
	Iteration 17Q: 3 clusters Score -274996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -274999.625000 Penalty: 3732.182373
	Iteration 18Q: 3 clusters Score -274999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -275001.906250 Penalty: 3732.182373
	Iteration 19Q: 3 clusters Score -275001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -275001.906250 Penalty: 3732.182373
	Iteration 20F: 3 clusters Score -275001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -398620.718750 Penalty: 1942.831055
	Iteration 0F: 2 clusters Score -398620.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -395697.250000 Penalty: 3885.662109
	Iteration 0F: 3 clusters Score -395697.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -396242.093750 Penalty: 3885.662109
	Iteration 1F: 3 clusters Score -396242.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -396346.312500 Penalty: 3885.662109
	Iteration 2F: 3 clusters Score -396346.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -396419.718750 Penalty: 3885.662109
	Iteration 3Q: 3 clusters Score -396419.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -396464.093750 Penalty: 3885.662109
	Iteration 4Q: 3 clusters Score -396464.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -396497.968750 Penalty: 3885.662109
	Iteration 5Q: 3 clusters Score -396498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -396523.125000 Penalty: 3885.662109
	Iteration 6Q: 3 clusters Score -396523.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -396537.875000 Penalty: 3885.662109
	Iteration 7Q: 3 clusters Score -396537.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -396553.625000 Penalty: 3885.662109
	Iteration 8Q: 3 clusters Score -396553.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -396576.218750 Penalty: 3885.662109
	Iteration 9Q: 3 clusters Score -396576.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -396585.406250 Penalty: 3885.662109
	Iteration 10Q: 3 clusters Score -396585.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -396589.781250 Penalty: 3885.662109
	Iteration 11Q: 3 clusters Score -396589.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -396594.343750 Penalty: 3885.662109
	Iteration 12Q: 3 clusters Score -396594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -396599.843750 Penalty: 3885.662109
	Iteration 13Q: 3 clusters Score -396599.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -396603.468750 Penalty: 3885.662109
	Iteration 14Q: 3 clusters Score -396603.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -396604.968750 Penalty: 3885.662109
	Iteration 15Q: 3 clusters Score -396605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -396607.468750 Penalty: 3885.662109
	Iteration 16Q: 3 clusters Score -396607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -396609.375000 Penalty: 3885.662109
	Iteration 17Q: 3 clusters Score -396609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -396611.437500 Penalty: 3885.662109
	Iteration 18Q: 3 clusters Score -396611.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -396613.343750 Penalty: 3885.662109
	Iteration 19Q: 3 clusters Score -396613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -396614.875000 Penalty: 3885.662109
	Iteration 20F: 3 clusters Score -396614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -396615.781250 Penalty: 3885.662109
	Iteration 21Q: 3 clusters Score -396615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -396617.218750 Penalty: 3885.662109
	Iteration 22Q: 3 clusters Score -396617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -396618.437500 Penalty: 3885.662109
	Iteration 23Q: 3 clusters Score -396618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -396619.937500 Penalty: 3885.662109
	Iteration 24Q: 3 clusters Score -396619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -396621.125000 Penalty: 3885.662109
	Iteration 25Q: 3 clusters Score -396621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -396622.812500 Penalty: 3885.662109
	Iteration 26Q: 3 clusters Score -396622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -396623.093750 Penalty: 3885.662109
	Iteration 27Q: 3 clusters Score -396623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -396623.093750 Penalty: 3885.662109
	Iteration 28F: 3 clusters Score -396623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (103802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Entering Unmasked Estep 
Score: -16389208.000000 Penalty: 2864.459717
	Iteration 0F: 2 clusters Score -1.638921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -16321497.000000 Penalty: 5728.919434
	Iteration 0F: 3 clusters Score -1.63215e+07 nChanged 49058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -16350023.000000 Penalty: 5728.919434
	Iteration 1F: 3 clusters Score -1.635002e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -16351000.000000 Penalty: 5728.919434
	Iteration 2Q: 3 clusters Score -1.6351e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -16352551.000000 Penalty: 5728.919434
	Iteration 3Q: 3 clusters Score -1.635255e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -16355340.000000 Penalty: 5728.919434
	Iteration 4F: 3 clusters Score -1.635534e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -16360027.000000 Penalty: 5728.919434
	Iteration 5F: 3 clusters Score -1.636003e+07 nChanged 8725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -16367374.000000 Penalty: 5728.919434
	Iteration 6F: 3 clusters Score -1.636737e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -16375896.000000 Penalty: 5728.919434
	Iteration 7F: 3 clusters Score -1.63759e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -16382221.000000 Penalty: 5728.919434
	Iteration 8F: 3 clusters Score -1.638222e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -16385013.000000 Penalty: 5728.919434
	Iteration 9Q: 3 clusters Score -1.638501e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16386040.000000 Penalty: 5728.919434
	Iteration 10Q: 3 clusters Score -1.638604e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103314 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -16386369.000000 Penalty: 5728.919434
	Iteration 11Q: 3 clusters Score -1.638637e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103458 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -16386541.000000 Penalty: 5728.919434
	Iteration 12Q: 3 clusters Score -1.638654e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -16386597.000000 Penalty: 5728.919434
	Iteration 13Q: 3 clusters Score -1.63866e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16386657.000000 Penalty: 5728.919434
	Iteration 14Q: 3 clusters Score -1.638666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16386682.000000 Penalty: 5728.919434
	Iteration 15Q: 3 clusters Score -1.638668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -16386691.000000 Penalty: 5728.919434
	Iteration 16Q: 3 clusters Score -1.638669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103541 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -16386701.000000 Penalty: 5728.919434
	Iteration 17Q: 3 clusters Score -1.63867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16386715.000000 Penalty: 5728.919434
	Iteration 18Q: 3 clusters Score -1.638672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16386724.000000 Penalty: 5728.919434
	Iteration 19Q: 3 clusters Score -1.638672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16386727.000000 Penalty: 5728.919434
	Iteration 20F: 3 clusters Score -1.638673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103546 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16386733.000000 Penalty: 5728.919434
	Iteration 21Q: 3 clusters Score -1.638673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16386746.000000 Penalty: 5728.919434
	Iteration 22Q: 3 clusters Score -1.638675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103545 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16386745.000000 Penalty: 5728.919434
	Iteration 23Q: 3 clusters Score -1.638674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16386748.000000 Penalty: 5728.919434
	Iteration 24Q: 3 clusters Score -1.638675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16386748.000000 Penalty: 5728.919434
	Iteration 25F: 3 clusters Score -1.638675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (136776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136776 members 
Entering Unmasked Estep 
Score: -21480372.000000 Penalty: 2932.872559
	Iteration 0F: 2 clusters Score -2.148037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -21394092.000000 Penalty: 5865.745117
	Iteration 0F: 3 clusters Score -2.139409e+07 nChanged 65393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -21432026.000000 Penalty: 5865.745117
	Iteration 1F: 3 clusters Score -2.143203e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -21433524.000000 Penalty: 5865.745117
	Iteration 2Q: 3 clusters Score -2.143352e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -21435848.000000 Penalty: 5865.745117
	Iteration 3Q: 3 clusters Score -2.143585e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -21439558.000000 Penalty: 5865.745117
	Iteration 4F: 3 clusters Score -2.143956e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -21446018.000000 Penalty: 5865.745117
	Iteration 5F: 3 clusters Score -2.144602e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 104905 members 
Entering Unmasked Estep 
Score: -21454584.000000 Penalty: 5865.745117
	Iteration 6F: 3 clusters Score -2.145458e+07 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -21463308.000000 Penalty: 5865.745117
	Iteration 7F: 3 clusters Score -2.146331e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 124642 members 
Entering Unmasked Estep 
Score: -21470008.000000 Penalty: 5865.745117
	Iteration 8F: 3 clusters Score -2.147001e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 130641 members 
Entering Unmasked Estep 
Score: -21473824.000000 Penalty: 5865.745117
	Iteration 9Q: 3 clusters Score -2.147382e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 133977 members 
Entering Unmasked Estep 
Score: -21475968.000000 Penalty: 5865.745117
	Iteration 10Q: 3 clusters Score -2.147597e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 135422 members 
Entering Unmasked Estep 
Score: -21476954.000000 Penalty: 5865.745117
	Iteration 11Q: 3 clusters Score -2.147695e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 135990 members 
Entering Unmasked Estep 
Score: -21477382.000000 Penalty: 5865.745117
	Iteration 12Q: 3 clusters Score -2.147738e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 136178 members 
Entering Unmasked Estep 
Score: -21477504.000000 Penalty: 5865.745117
	Iteration 13Q: 3 clusters Score -2.14775e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 136277 members 
Entering Unmasked Estep 
Score: -21477578.000000 Penalty: 5865.745117
	Iteration 14Q: 3 clusters Score -2.147758e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 136335 members 
Entering Unmasked Estep 
Score: -21477658.000000 Penalty: 5865.745117
	Iteration 15Q: 3 clusters Score -2.147766e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 136362 members 
Entering Unmasked Estep 
Score: -21477720.000000 Penalty: 5865.745117
	Iteration 16Q: 3 clusters Score -2.147772e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 136376 members 
Entering Unmasked Estep 
Score: -21477722.000000 Penalty: 5865.745117
	Iteration 17Q: 3 clusters Score -2.147772e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 136393 members 
Entering Unmasked Estep 
Score: -21477764.000000 Penalty: 5865.745117
	Iteration 18Q: 3 clusters Score -2.147776e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 136406 members 
Entering Unmasked Estep 
Score: -21477780.000000 Penalty: 5865.745117
	Iteration 19Q: 3 clusters Score -2.147778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
Score: -21477814.000000 Penalty: 5865.745117
	Iteration 20F: 3 clusters Score -2.147781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 136424 members 
Entering Unmasked Estep 
Score: -21477808.000000 Penalty: 5865.745117
	Iteration 21Q: 3 clusters Score -2.147781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 136430 members 
Entering Unmasked Estep 
Score: -21477832.000000 Penalty: 5865.745117
	Iteration 22Q: 3 clusters Score -2.147783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 136433 members 
Entering Unmasked Estep 
Score: -21477846.000000 Penalty: 5865.745117
	Iteration 23Q: 3 clusters Score -2.147785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 136434 members 
Entering Unmasked Estep 
Score: -21477842.000000 Penalty: 5865.745117
	Iteration 24Q: 3 clusters Score -2.147784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -21477854.000000 Penalty: 5865.745117
	Iteration 25Q: 3 clusters Score -2.147785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 136436 members 
Entering Unmasked Estep 
Score: -21477878.000000 Penalty: 5865.745117
	Iteration 26Q: 3 clusters Score -2.147788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -21477894.000000 Penalty: 5865.745117
	Iteration 27Q: 3 clusters Score -2.147789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -21477902.000000 Penalty: 5865.745117
	Iteration 28Q: 3 clusters Score -2.14779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 136440 members 
Entering Unmasked Estep 
Score: -21477912.000000 Penalty: 5865.745117
	Iteration 29Q: 3 clusters Score -2.147791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -21477908.000000 Penalty: 5865.745117
	Iteration 30Q: 3 clusters Score -2.147791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 136441 members 
Entering Unmasked Estep 
Score: -21477908.000000 Penalty: 5865.745117
	Iteration 31F: 3 clusters Score -2.147791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Entering Unmasked Estep 
Score: -2523081.250000 Penalty: 2399.560059
	Iteration 0F: 2 clusters Score -2523081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2511648.500000 Penalty: 4799.120117
	Iteration 0F: 3 clusters Score -2511648 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2515354.750000 Penalty: 4799.120117
	Iteration 1F: 3 clusters Score -2515355 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2515874.750000 Penalty: 4799.120117
	Iteration 2F: 3 clusters Score -2515875 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2516497.500000 Penalty: 4799.120117
	Iteration 3F: 3 clusters Score -2516498 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2517199.750000 Penalty: 4799.120117
	Iteration 4F: 3 clusters Score -2517200 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2518041.250000 Penalty: 4799.120117
	Iteration 5F: 3 clusters Score -2518041 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2518948.500000 Penalty: 4799.120117
	Iteration 6F: 3 clusters Score -2518948 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2519814.750000 Penalty: 4799.120117
	Iteration 7F: 3 clusters Score -2519815 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2520460.750000 Penalty: 4799.120117
	Iteration 8Q: 3 clusters Score -2520461 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2520805.000000 Penalty: 4799.120117
	Iteration 9Q: 3 clusters Score -2520805 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2520998.250000 Penalty: 4799.120117
	Iteration 10Q: 3 clusters Score -2520998 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2521089.500000 Penalty: 4799.120117
	Iteration 11Q: 3 clusters Score -2521090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2521141.000000 Penalty: 4799.120117
	Iteration 12Q: 3 clusters Score -2521141 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2521183.750000 Penalty: 4799.120117
	Iteration 13Q: 3 clusters Score -2521184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2521210.250000 Penalty: 4799.120117
	Iteration 14Q: 3 clusters Score -2521210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2521228.250000 Penalty: 4799.120117
	Iteration 15Q: 3 clusters Score -2521228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2521251.750000 Penalty: 4799.120117
	Iteration 16Q: 3 clusters Score -2521252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2521254.000000 Penalty: 4799.120117
	Iteration 17Q: 3 clusters Score -2521254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2521266.500000 Penalty: 4799.120117
	Iteration 18Q: 3 clusters Score -2521266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2521272.500000 Penalty: 4799.120117
	Iteration 19Q: 3 clusters Score -2521272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2521277.250000 Penalty: 4799.120117
	Iteration 20F: 3 clusters Score -2521277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2521279.250000 Penalty: 4799.120117
	Iteration 21Q: 3 clusters Score -2521279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2521276.750000 Penalty: 4799.120117
	Iteration 22Q: 3 clusters Score -2521277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2521285.250000 Penalty: 4799.120117
	Iteration 23Q: 3 clusters Score -2521285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2521296.500000 Penalty: 4799.120117
	Iteration 24Q: 3 clusters Score -2521296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2521298.500000 Penalty: 4799.120117
	Iteration 25Q: 3 clusters Score -2521298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2521301.750000 Penalty: 4799.120117
	Iteration 26Q: 3 clusters Score -2521302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2521309.250000 Penalty: 4799.120117
	Iteration 27Q: 3 clusters Score -2521309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2521310.250000 Penalty: 4799.120117
	Iteration 28Q: 3 clusters Score -2521310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2521313.000000 Penalty: 4799.120117
	Iteration 29Q: 3 clusters Score -2521313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2521315.250000 Penalty: 4799.120117
	Iteration 30Q: 3 clusters Score -2521315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2521315.250000 Penalty: 4799.120117
	Iteration 31Q: 3 clusters Score -2521315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2521325.500000 Penalty: 4799.120117
	Iteration 32Q: 3 clusters Score -2521326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2521327.000000 Penalty: 4799.120117
	Iteration 33Q: 3 clusters Score -2521327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2521334.000000 Penalty: 4799.120117
	Iteration 34Q: 3 clusters Score -2521334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2521333.500000 Penalty: 4799.120117
	Iteration 35Q: 3 clusters Score -2521334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2521338.000000 Penalty: 4799.120117
	Iteration 36Q: 3 clusters Score -2521338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2521336.750000 Penalty: 4799.120117
	Iteration 37Q: 3 clusters Score -2521337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2521342.000000 Penalty: 4799.120117
	Iteration 38Q: 3 clusters Score -2521342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2521345.750000 Penalty: 4799.120117
	Iteration 39Q: 3 clusters Score -2521346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2521353.500000 Penalty: 4799.120117
	Iteration 40F: 3 clusters Score -2521354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2521352.500000 Penalty: 4799.120117
	Iteration 41Q: 3 clusters Score -2521352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2521353.250000 Penalty: 4799.120117
	Iteration 42Q: 3 clusters Score -2521353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2521353.000000 Penalty: 4799.120117
	Iteration 43Q: 3 clusters Score -2521353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2521346.250000 Penalty: 4799.120117
	Iteration 44Q: 3 clusters Score -2521346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2521345.250000 Penalty: 4799.120117
	Iteration 45Q: 3 clusters Score -2521345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2521344.500000 Penalty: 4799.120117
	Iteration 46Q: 3 clusters Score -2521344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2521346.250000 Penalty: 4799.120117
	Iteration 47Q: 3 clusters Score -2521346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2521346.000000 Penalty: 4799.120117
	Iteration 48Q: 3 clusters Score -2521346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2521347.750000 Penalty: 4799.120117
	Iteration 49Q: 3 clusters Score -2521348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2521349.000000 Penalty: 4799.120117
	Iteration 50Q: 3 clusters Score -2521349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2521349.000000 Penalty: 4799.120117
	Iteration 51F: 3 clusters Score -2521349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -13574.948242 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -13574.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12776.002930 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -12776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12958.759766 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -12958.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13055.308594 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -13055.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13065.929688 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -13065.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -13065.929688 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -13065.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -213608.390625 Penalty: 1800.260864
	Iteration 0F: 2 clusters Score -213608.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -211383.359375 Penalty: 3600.521729
	Iteration 0F: 3 clusters Score -211383.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -211764.484375 Penalty: 3600.521729
	Iteration 1F: 3 clusters Score -211764.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -211880.421875 Penalty: 3600.521729
	Iteration 2F: 3 clusters Score -211880.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -211923.437500 Penalty: 3600.521729
	Iteration 3Q: 3 clusters Score -211923.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -211945.140625 Penalty: 3600.521729
	Iteration 4Q: 3 clusters Score -211945.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -211971.359375 Penalty: 3600.521729
	Iteration 5Q: 3 clusters Score -211971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -211988.531250 Penalty: 3600.521729
	Iteration 6Q: 3 clusters Score -211988.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -212001.875000 Penalty: 3600.521729
	Iteration 7Q: 3 clusters Score -212001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -212009.656250 Penalty: 3600.521729
	Iteration 8Q: 3 clusters Score -212009.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -212016.515625 Penalty: 3600.521729
	Iteration 9Q: 3 clusters Score -212016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -212021.515625 Penalty: 3600.521729
	Iteration 10Q: 3 clusters Score -212021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -212027.218750 Penalty: 3600.521729
	Iteration 11Q: 3 clusters Score -212027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -212030.906250 Penalty: 3600.521729
	Iteration 12Q: 3 clusters Score -212030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -212034.500000 Penalty: 3600.521729
	Iteration 13Q: 3 clusters Score -212034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -212038.140625 Penalty: 3600.521729
	Iteration 14Q: 3 clusters Score -212038.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -212038.140625 Penalty: 3600.521729
	Iteration 15F: 3 clusters Score -212038.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -2167124.250000 Penalty: 2363.969238
	Iteration 0F: 2 clusters Score -2167124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2157021.250000 Penalty: 4727.938477
	Iteration 0F: 3 clusters Score -2157021 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2160214.000000 Penalty: 4727.938477
	Iteration 1F: 3 clusters Score -2160214 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2160650.000000 Penalty: 4727.938477
	Iteration 2F: 3 clusters Score -2160650 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2161114.500000 Penalty: 4727.938477
	Iteration 3F: 3 clusters Score -2161114 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2161823.500000 Penalty: 4727.938477
	Iteration 4F: 3 clusters Score -2161824 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2162587.250000 Penalty: 4727.938477
	Iteration 5F: 3 clusters Score -2162587 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2163184.250000 Penalty: 4727.938477
	Iteration 6F: 3 clusters Score -2163184 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2163589.000000 Penalty: 4727.938477
	Iteration 7F: 3 clusters Score -2163589 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2163889.500000 Penalty: 4727.938477
	Iteration 8Q: 3 clusters Score -2163890 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2164175.000000 Penalty: 4727.938477
	Iteration 9Q: 3 clusters Score -2164175 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2164478.250000 Penalty: 4727.938477
	Iteration 10Q: 3 clusters Score -2164478 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2164771.250000 Penalty: 4727.938477
	Iteration 11Q: 3 clusters Score -2164771 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2165008.250000 Penalty: 4727.938477
	Iteration 12Q: 3 clusters Score -2165008 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2165270.750000 Penalty: 4727.938477
	Iteration 13Q: 3 clusters Score -2165271 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2165551.750000 Penalty: 4727.938477
	Iteration 14Q: 3 clusters Score -2165552 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2165823.750000 Penalty: 4727.938477
	Iteration 15Q: 3 clusters Score -2165824 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2166031.250000 Penalty: 4727.938477
	Iteration 16Q: 3 clusters Score -2166031 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2166178.500000 Penalty: 4727.938477
	Iteration 17Q: 3 clusters Score -2166178 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2166288.500000 Penalty: 4727.938477
	Iteration 18Q: 3 clusters Score -2166288 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2166373.500000 Penalty: 4727.938477
	Iteration 19Q: 3 clusters Score -2166374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2166428.750000 Penalty: 4727.938477
	Iteration 20F: 3 clusters Score -2166429 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2166477.750000 Penalty: 4727.938477
	Iteration 21Q: 3 clusters Score -2166478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2166525.500000 Penalty: 4727.938477
	Iteration 22Q: 3 clusters Score -2166526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2166555.500000 Penalty: 4727.938477
	Iteration 23Q: 3 clusters Score -2166556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2166576.000000 Penalty: 4727.938477
	Iteration 24Q: 3 clusters Score -2166576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2166601.500000 Penalty: 4727.938477
	Iteration 25Q: 3 clusters Score -2166602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2166622.500000 Penalty: 4727.938477
	Iteration 26Q: 3 clusters Score -2166622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2166631.250000 Penalty: 4727.938477
	Iteration 27Q: 3 clusters Score -2166631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2166641.000000 Penalty: 4727.938477
	Iteration 28Q: 3 clusters Score -2166641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2166647.250000 Penalty: 4727.938477
	Iteration 29Q: 3 clusters Score -2166647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2166650.500000 Penalty: 4727.938477
	Iteration 30Q: 3 clusters Score -2166650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2166654.750000 Penalty: 4727.938477
	Iteration 31Q: 3 clusters Score -2166655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2166659.000000 Penalty: 4727.938477
	Iteration 32Q: 3 clusters Score -2166659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2166665.000000 Penalty: 4727.938477
	Iteration 33Q: 3 clusters Score -2166665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2166665.250000 Penalty: 4727.938477
	Iteration 34Q: 3 clusters Score -2166665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2166666.250000 Penalty: 4727.938477
	Iteration 35Q: 3 clusters Score -2166666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2166671.250000 Penalty: 4727.938477
	Iteration 36Q: 3 clusters Score -2166671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2166669.500000 Penalty: 4727.938477
	Iteration 37Q: 3 clusters Score -2166670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2166673.750000 Penalty: 4727.938477
	Iteration 38Q: 3 clusters Score -2166674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2166676.250000 Penalty: 4727.938477
	Iteration 39Q: 3 clusters Score -2166676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2166681.500000 Penalty: 4727.938477
	Iteration 40F: 3 clusters Score -2166682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2166684.750000 Penalty: 4727.938477
	Iteration 41Q: 3 clusters Score -2166685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2166686.750000 Penalty: 4727.938477
	Iteration 42Q: 3 clusters Score -2166687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2166693.500000 Penalty: 4727.938477
	Iteration 43Q: 3 clusters Score -2166694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2166696.000000 Penalty: 4727.938477
	Iteration 44Q: 3 clusters Score -2166696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2166701.000000 Penalty: 4727.938477
	Iteration 45Q: 3 clusters Score -2166701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2166704.500000 Penalty: 4727.938477
	Iteration 46Q: 3 clusters Score -2166704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2166706.500000 Penalty: 4727.938477
	Iteration 47Q: 3 clusters Score -2166706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2166706.750000 Penalty: 4727.938477
	Iteration 48Q: 3 clusters Score -2166707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2166708.500000 Penalty: 4727.938477
	Iteration 49Q: 3 clusters Score -2166708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2166710.500000 Penalty: 4727.938477
	Iteration 50Q: 3 clusters Score -2166710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2166713.000000 Penalty: 4727.938477
	Iteration 51Q: 3 clusters Score -2166713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2166713.000000 Penalty: 4727.938477
	Iteration 52Q: 3 clusters Score -2166713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2166713.000000 Penalty: 4727.938477
	Iteration 53Q: 3 clusters Score -2166713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2166713.250000 Penalty: 4727.938477
	Iteration 54Q: 3 clusters Score -2166713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2166713.250000 Penalty: 4727.938477
	Iteration 55Q: 3 clusters Score -2166713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2166713.500000 Penalty: 4727.938477
	Iteration 56Q: 3 clusters Score -2166714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2166713.500000 Penalty: 4727.938477
	Iteration 57F: 3 clusters Score -2166714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Entering Unmasked Estep 
Score: -2379815.500000 Penalty: 2387.154785
	Iteration 0F: 2 clusters Score -2379816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2368905.250000 Penalty: 4774.309570
	Iteration 0F: 3 clusters Score -2368905 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2372279.000000 Penalty: 4774.309570
	Iteration 1F: 3 clusters Score -2372279 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2372674.000000 Penalty: 4774.309570
	Iteration 2F: 3 clusters Score -2372674 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2373052.000000 Penalty: 4774.309570
	Iteration 3F: 3 clusters Score -2373052 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2373487.000000 Penalty: 4774.309570
	Iteration 4F: 3 clusters Score -2373487 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2374063.500000 Penalty: 4774.309570
	Iteration 5F: 3 clusters Score -2374064 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2374724.250000 Penalty: 4774.309570
	Iteration 6F: 3 clusters Score -2374724 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2375428.250000 Penalty: 4774.309570
	Iteration 7F: 3 clusters Score -2375428 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2376089.000000 Penalty: 4774.309570
	Iteration 8F: 3 clusters Score -2376089 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2376674.250000 Penalty: 4774.309570
	Iteration 9Q: 3 clusters Score -2376674 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2377133.000000 Penalty: 4774.309570
	Iteration 10Q: 3 clusters Score -2377133 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2377450.000000 Penalty: 4774.309570
	Iteration 11Q: 3 clusters Score -2377450 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2377649.250000 Penalty: 4774.309570
	Iteration 12Q: 3 clusters Score -2377649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2377781.000000 Penalty: 4774.309570
	Iteration 13Q: 3 clusters Score -2377781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2377867.250000 Penalty: 4774.309570
	Iteration 14Q: 3 clusters Score -2377867 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2377928.000000 Penalty: 4774.309570
	Iteration 15Q: 3 clusters Score -2377928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2377965.750000 Penalty: 4774.309570
	Iteration 16Q: 3 clusters Score -2377966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2377988.000000 Penalty: 4774.309570
	Iteration 17Q: 3 clusters Score -2377988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2378008.250000 Penalty: 4774.309570
	Iteration 18Q: 3 clusters Score -2378008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2378033.000000 Penalty: 4774.309570
	Iteration 19Q: 3 clusters Score -2378033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2378053.500000 Penalty: 4774.309570
	Iteration 20F: 3 clusters Score -2378054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2378067.750000 Penalty: 4774.309570
	Iteration 21Q: 3 clusters Score -2378068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2378081.000000 Penalty: 4774.309570
	Iteration 22Q: 3 clusters Score -2378081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2378091.750000 Penalty: 4774.309570
	Iteration 23Q: 3 clusters Score -2378092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2378096.250000 Penalty: 4774.309570
	Iteration 24Q: 3 clusters Score -2378096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2378101.750000 Penalty: 4774.309570
	Iteration 25Q: 3 clusters Score -2378102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2378104.000000 Penalty: 4774.309570
	Iteration 26Q: 3 clusters Score -2378104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2378104.000000 Penalty: 4774.309570
	Iteration 27Q: 3 clusters Score -2378104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2378101.750000 Penalty: 4774.309570
	Iteration 28Q: 3 clusters Score -2378102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2378101.750000 Penalty: 4774.309570
	Iteration 29Q: 3 clusters Score -2378102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2378106.000000 Penalty: 4774.309570
	Iteration 30Q: 3 clusters Score -2378106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2378106.000000 Penalty: 4774.309570
	Iteration 31F: 3 clusters Score -2378106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -114612.875000 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -114612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112869.125000 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -112869.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113278.015625 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -113278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113537.445312 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -113537.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113885.476562 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -113885.5 nChanged 60
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: -114193.781250 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -114193.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -114366.046875 Penalty: 3330.228516
	Iteration 5F: 3 clusters Score -114366 nChanged 31
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: -114436.976562 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -114437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114487.718750 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -114487.7 nChanged 9
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: -114513.085938 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -114513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -114533.078125 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -114533.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114557.687500 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -114557.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114576.421875 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -114576.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -114581.906250 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -114581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -114591.976562 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -114592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114608.210938 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -114608.2 nChanged 6
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: -114623.039062 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -114623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114627.414062 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -114627.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114629.523438 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -114629.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -114631.882812 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -114631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -114633.523438 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -114633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -114635.484375 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -114635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114636.226562 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -114636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -114636.226562 Penalty: 3330.228516
	Iteration 22F: 3 clusters Score -114636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22333 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33973 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22803 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103802 members 
Mstep: Class 29 contains 136776 members 
Mstep: Class 30 contains 15925 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 348 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 476 members 
Entering Unmasked Estep 
Score: -86728840.000000 Penalty: 131381.765625
Splitting cluster 35 changes total score from -86730440.000000 to -86728840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -52265.230469 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -52265.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50967.742188 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -50967.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51146.441406 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -51146.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51231.589844 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -51231.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51353.042969 Penalty: 2942.393555
	Iteration 3F: 3 clusters Score -51353.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51702.617188 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -51702.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51819.761719 Penalty: 2942.393555
	Iteration 5F: 3 clusters Score -51819.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51870.929688 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -51870.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51897.449219 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -51897.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51914.613281 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -51914.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51916.453125 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -51916.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51916.453125 Penalty: 2942.393555
	Iteration 10F: 3 clusters Score -51916.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -144791.406250 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -144791.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -142854.750000 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -142854.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143140.281250 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -143140.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143215.250000 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -143215.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -143254.671875 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -143254.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143277.140625 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -143277.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -143288.015625 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -143288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143303.531250 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -143303.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -143312.687500 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -143312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -143321.125000 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -143321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143323.156250 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -143323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143324.531250 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -143324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143325.156250 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -143325.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143325.156250 Penalty: 3432.653076
	Iteration 12F: 3 clusters Score -143325.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -1330682.750000 Penalty: 2245.691162
	Iteration 0F: 2 clusters Score -1330683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1323955.875000 Penalty: 4491.382324
	Iteration 0F: 3 clusters Score -1323956 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1325789.625000 Penalty: 4491.382324
	Iteration 1F: 3 clusters Score -1325790 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1326076.125000 Penalty: 4491.382324
	Iteration 2F: 3 clusters Score -1326076 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1326304.250000 Penalty: 4491.382324
	Iteration 3F: 3 clusters Score -1326304 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1326515.125000 Penalty: 4491.382324
	Iteration 4Q: 3 clusters Score -1326515 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1326713.625000 Penalty: 4491.382324
	Iteration 5Q: 3 clusters Score -1326714 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1326907.750000 Penalty: 4491.382324
	Iteration 6Q: 3 clusters Score -1326908 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1327131.500000 Penalty: 4491.382324
	Iteration 7Q: 3 clusters Score -1327132 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1327396.250000 Penalty: 4491.382324
	Iteration 8Q: 3 clusters Score -1327396 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1327661.125000 Penalty: 4491.382324
	Iteration 9Q: 3 clusters Score -1327661 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1327916.250000 Penalty: 4491.382324
	Iteration 10Q: 3 clusters Score -1327916 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1328128.125000 Penalty: 4491.382324
	Iteration 11Q: 3 clusters Score -1328128 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1328303.875000 Penalty: 4491.382324
	Iteration 12Q: 3 clusters Score -1328304 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1328451.125000 Penalty: 4491.382324
	Iteration 13Q: 3 clusters Score -1328451 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1328547.875000 Penalty: 4491.382324
	Iteration 14Q: 3 clusters Score -1328548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1328622.625000 Penalty: 4491.382324
	Iteration 15Q: 3 clusters Score -1328623 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1328705.000000 Penalty: 4491.382324
	Iteration 16Q: 3 clusters Score -1328705 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1328812.125000 Penalty: 4491.382324
	Iteration 17Q: 3 clusters Score -1328812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1328949.625000 Penalty: 4491.382324
	Iteration 18Q: 3 clusters Score -1328950 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1329114.875000 Penalty: 4491.382324
	Iteration 19Q: 3 clusters Score -1329115 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1329225.000000 Penalty: 4491.382324
	Iteration 20F: 3 clusters Score -1329225 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1329285.000000 Penalty: 4491.382324
	Iteration 21Q: 3 clusters Score -1329285 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1329332.625000 Penalty: 4491.382324
	Iteration 22Q: 3 clusters Score -1329333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1329375.250000 Penalty: 4491.382324
	Iteration 23Q: 3 clusters Score -1329375 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1329398.375000 Penalty: 4491.382324
	Iteration 24Q: 3 clusters Score -1329398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1329417.375000 Penalty: 4491.382324
	Iteration 25Q: 3 clusters Score -1329417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1329426.250000 Penalty: 4491.382324
	Iteration 26Q: 3 clusters Score -1329426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1329438.500000 Penalty: 4491.382324
	Iteration 27Q: 3 clusters Score -1329438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1329438.875000 Penalty: 4491.382324
	Iteration 28Q: 3 clusters Score -1329439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1329442.250000 Penalty: 4491.382324
	Iteration 29Q: 3 clusters Score -1329442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1329447.250000 Penalty: 4491.382324
	Iteration 30Q: 3 clusters Score -1329447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1329452.375000 Penalty: 4491.382324
	Iteration 31Q: 3 clusters Score -1329452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1329456.125000 Penalty: 4491.382324
	Iteration 32Q: 3 clusters Score -1329456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1329454.750000 Penalty: 4491.382324
	Iteration 33Q: 3 clusters Score -1329455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1329455.500000 Penalty: 4491.382324
	Iteration 34Q: 3 clusters Score -1329456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1329454.750000 Penalty: 4491.382324
	Iteration 35Q: 3 clusters Score -1329455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1329454.750000 Penalty: 4491.382324
	Iteration 36F: 3 clusters Score -1329455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -12556.508789 Penalty: 1250.769409
	Iteration 0F: 2 clusters Score -12556.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12044.344727 Penalty: 2501.538818
	Iteration 0F: 3 clusters Score -12044.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12336.701172 Penalty: 2501.538818
	Iteration 1F: 3 clusters Score -12336.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12402.475586 Penalty: 2501.538818
	Iteration 2Q: 3 clusters Score -12402.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12438.046875 Penalty: 2501.538818
	Iteration 3Q: 3 clusters Score -12438.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12519.564453 Penalty: 2501.538818
	Iteration 4Q: 3 clusters Score -12519.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12519.564453 Penalty: 2501.538818
	Iteration 5F: 3 clusters Score -12519.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22333 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33973 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22803 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103802 members 
Mstep: Class 29 contains 136776 members 
Mstep: Class 30 contains 15925 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730376.000000 Penalty: 128097.218750
Iteration 239Q: 40 clusters Score -8.673038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22335 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33973 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106815 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22803 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6129 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12603 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103804 members 
Mstep: Class 29 contains 136783 members 
Mstep: Class 30 contains 15916 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730408.000000 Penalty: 128097.218750
Iteration 240F: 40 clusters Score -8.673041e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22338 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33973 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22804 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6129 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1923 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103805 members 
Mstep: Class 29 contains 136790 members 
Mstep: Class 30 contains 15912 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730360.000000 Penalty: 128097.218750
Iteration 241Q: 40 clusters Score -8.673036e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22339 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33973 members 
Mstep: Class 9 contains 5938 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106802 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22806 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103811 members 
Mstep: Class 29 contains 136793 members 
Mstep: Class 30 contains 15904 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15148 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730296.000000 Penalty: 128097.218750
Iteration 242Q: 40 clusters Score -8.67303e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22342 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33974 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106805 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22808 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103803 members 
Mstep: Class 29 contains 136801 members 
Mstep: Class 30 contains 15893 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730328.000000 Penalty: 128097.218750
Iteration 243Q: 40 clusters Score -8.673033e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22348 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33976 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106796 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22809 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103804 members 
Mstep: Class 29 contains 136806 members 
Mstep: Class 30 contains 15887 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730360.000000 Penalty: 128097.218750
Iteration 244Q: 40 clusters Score -8.673036e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33978 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106792 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22809 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103807 members 
Mstep: Class 29 contains 136804 members 
Mstep: Class 30 contains 15881 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730296.000000 Penalty: 128097.218750
Iteration 245Q: 40 clusters Score -8.67303e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22356 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5938 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106795 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22809 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103812 members 
Mstep: Class 29 contains 136800 members 
Mstep: Class 30 contains 15875 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730312.000000 Penalty: 128097.218750
Iteration 246Q: 40 clusters Score -8.673031e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33981 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106787 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22810 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6131 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103835 members 
Mstep: Class 29 contains 136797 members 
Mstep: Class 30 contains 15864 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730336.000000 Penalty: 128097.218750
Iteration 247Q: 40 clusters Score -8.673034e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22349 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33982 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106783 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22809 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6131 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103848 members 
Mstep: Class 29 contains 136799 members 
Mstep: Class 30 contains 15856 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730264.000000 Penalty: 128097.218750
Iteration 248Q: 40 clusters Score -8.673026e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22353 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106787 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22809 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6132 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12601 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103850 members 
Mstep: Class 29 contains 136798 members 
Mstep: Class 30 contains 15848 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15152 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730272.000000 Penalty: 128097.218750
Iteration 249Q: 40 clusters Score -8.673027e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22353 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5936 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106784 members 
Mstep: Class 13 contains 2615 members 
Mstep: Class 14 contains 22810 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6134 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103855 members 
Mstep: Class 29 contains 136803 members 
Mstep: Class 30 contains 15838 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15152 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730288.000000 Penalty: 128097.218750
Iteration 250Q: 40 clusters Score -8.673029e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22352 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33979 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106779 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 22812 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9539 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12602 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103859 members 
Mstep: Class 29 contains 136807 members 
Mstep: Class 30 contains 15834 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730248.000000 Penalty: 128097.218750
Iteration 251Q: 40 clusters Score -8.673025e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33978 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106780 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 22814 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12603 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103859 members 
Mstep: Class 29 contains 136803 members 
Mstep: Class 30 contains 15833 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730288.000000 Penalty: 128097.218750
Iteration 252Q: 40 clusters Score -8.673029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33978 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106788 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22815 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12604 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103857 members 
Mstep: Class 29 contains 136795 members 
Mstep: Class 30 contains 15832 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15151 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730280.000000 Penalty: 128097.218750
Iteration 253Q: 40 clusters Score -8.673028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33977 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106793 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22818 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103859 members 
Mstep: Class 29 contains 136787 members 
Mstep: Class 30 contains 15831 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1421 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730296.000000 Penalty: 128097.218750
Iteration 254Q: 40 clusters Score -8.67303e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22357 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33977 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106788 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22823 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103863 members 
Mstep: Class 29 contains 136778 members 
Mstep: Class 30 contains 15830 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1420 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730216.000000 Penalty: 128097.218750
Iteration 255Q: 40 clusters Score -8.673022e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33977 members 
Mstep: Class 9 contains 5935 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106792 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22831 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103866 members 
Mstep: Class 29 contains 136763 members 
Mstep: Class 30 contains 15830 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730256.000000 Penalty: 128097.218750
Iteration 256Q: 40 clusters Score -8.673026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33979 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106803 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22832 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103865 members 
Mstep: Class 29 contains 136752 members 
Mstep: Class 30 contains 15828 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730232.000000 Penalty: 128097.218750
Iteration 257Q: 40 clusters Score -8.673023e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33979 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106807 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22833 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103865 members 
Mstep: Class 29 contains 136745 members 
Mstep: Class 30 contains 15827 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730248.000000 Penalty: 128097.218750
Iteration 258Q: 40 clusters Score -8.673025e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33979 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106815 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22836 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103869 members 
Mstep: Class 29 contains 136736 members 
Mstep: Class 30 contains 15824 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730208.000000 Penalty: 128097.218750
Iteration 259Q: 40 clusters Score -8.673021e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33979 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106818 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22837 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103874 members 
Mstep: Class 29 contains 136734 members 
Mstep: Class 30 contains 15818 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15149 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730192.000000 Penalty: 128097.218750
Iteration 260F: 40 clusters Score -8.673019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22838 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103881 members 
Mstep: Class 29 contains 136724 members 
Mstep: Class 30 contains 15814 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15150 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730192.000000 Penalty: 128097.218750
Iteration 261Q: 40 clusters Score -8.673019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106817 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22841 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2524 members 
Mstep: Class 28 contains 103882 members 
Mstep: Class 29 contains 136721 members 
Mstep: Class 30 contains 15814 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15152 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730208.000000 Penalty: 128097.218750
Iteration 262Q: 40 clusters Score -8.673021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22844 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6137 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2524 members 
Mstep: Class 28 contains 103875 members 
Mstep: Class 29 contains 136718 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15152 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730272.000000 Penalty: 128097.218750
Iteration 263Q: 40 clusters Score -8.673027e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106820 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22848 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6137 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2524 members 
Mstep: Class 28 contains 103873 members 
Mstep: Class 29 contains 136716 members 
Mstep: Class 30 contains 15812 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15154 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730264.000000 Penalty: 128097.218750
Iteration 264Q: 40 clusters Score -8.673026e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5934 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106829 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22850 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6136 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9538 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1854 members 
Mstep: Class 27 contains 2525 members 
Mstep: Class 28 contains 103856 members 
Mstep: Class 29 contains 136723 members 
Mstep: Class 30 contains 15810 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15154 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730256.000000 Penalty: 128097.218750
Iteration 265Q: 40 clusters Score -8.673026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 106834 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22855 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6137 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2526 members 
Mstep: Class 28 contains 103850 members 
Mstep: Class 29 contains 136720 members 
Mstep: Class 30 contains 15809 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15155 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730232.000000 Penalty: 128097.218750
Iteration 266Q: 40 clusters Score -8.673023e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33979 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 106847 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22863 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6139 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2527 members 
Mstep: Class 28 contains 103837 members 
Mstep: Class 29 contains 136710 members 
Mstep: Class 30 contains 15808 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15156 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730256.000000 Penalty: 128097.218750
Iteration 267Q: 40 clusters Score -8.673026e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33979 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 106866 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22869 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2528 members 
Mstep: Class 28 contains 103834 members 
Mstep: Class 29 contains 136685 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15157 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730192.000000 Penalty: 128097.218750
Iteration 268Q: 40 clusters Score -8.673019e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33980 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 106881 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 22872 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103826 members 
Mstep: Class 29 contains 136670 members 
Mstep: Class 30 contains 15805 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15159 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730088.000000 Penalty: 128097.218750
Iteration 269Q: 40 clusters Score -8.673009e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22365 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33983 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 106888 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22875 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6141 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103837 members 
Mstep: Class 29 contains 136649 members 
Mstep: Class 30 contains 15799 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730088.000000 Penalty: 128097.218750
Iteration 270Q: 40 clusters Score -8.673009e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22366 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33983 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106897 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22879 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103835 members 
Mstep: Class 29 contains 136636 members 
Mstep: Class 30 contains 15799 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730096.000000 Penalty: 128097.218750
Iteration 271Q: 40 clusters Score -8.67301e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33984 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106905 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22882 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6142 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103839 members 
Mstep: Class 29 contains 136625 members 
Mstep: Class 30 contains 15796 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730080.000000 Penalty: 128097.218750
Iteration 272Q: 40 clusters Score -8.673008e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33984 members 
Mstep: Class 9 contains 5933 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106915 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22884 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103847 members 
Mstep: Class 29 contains 136611 members 
Mstep: Class 30 contains 15793 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730120.000000 Penalty: 128097.218750
Iteration 273Q: 40 clusters Score -8.673012e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33982 members 
Mstep: Class 9 contains 5932 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106928 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22890 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6144 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103842 members 
Mstep: Class 29 contains 136606 members 
Mstep: Class 30 contains 15790 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730080.000000 Penalty: 128097.218750
Iteration 274Q: 40 clusters Score -8.673008e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22358 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33983 members 
Mstep: Class 9 contains 5932 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106944 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22900 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8651 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103833 members 
Mstep: Class 29 contains 136587 members 
Mstep: Class 30 contains 15792 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730024.000000 Penalty: 128097.218750
Iteration 275Q: 40 clusters Score -8.673002e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22356 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33982 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106969 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22910 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6149 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3346 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8652 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103824 members 
Mstep: Class 29 contains 136564 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15160 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730008.000000 Penalty: 128097.218750
Iteration 276Q: 40 clusters Score -8.673001e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22354 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33983 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 106987 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22920 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6151 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103821 members 
Mstep: Class 29 contains 136533 members 
Mstep: Class 30 contains 15791 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15160 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730104.000000 Penalty: 128097.218750
Iteration 277Q: 40 clusters Score -8.67301e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33983 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107006 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22929 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6153 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103822 members 
Mstep: Class 29 contains 136508 members 
Mstep: Class 30 contains 15787 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15158 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1012 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730080.000000 Penalty: 128097.218750
Iteration 278Q: 40 clusters Score -8.673008e+07 nChanged 73
Entering ConstructFrom: 
Score: -86730080.000000 Penalty: 128097.218750
Entering ConstructFrom: 
Trying to split cluster 1 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -249229.468750 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -249229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -246791.265625 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -246791.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -247203.453125 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -247203.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -247352.078125 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -247352.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -247444.828125 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -247444.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -247532.281250 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -247532.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -247630.296875 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -247630.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -247743.031250 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -247743 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -247844.718750 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -247844.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -247948.187500 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -247948.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -248031.140625 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -248031.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -248081.375000 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -248081.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -248111.296875 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -248111.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -248133.328125 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -248133.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -248142.828125 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -248142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -248147.515625 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -248147.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -248154.406250 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -248154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -248165.390625 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -248165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -248176.093750 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -248176.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248183.484375 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -248183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -248187.921875 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -248187.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -248189.906250 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -248189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -248190.984375 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -248191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -248192.203125 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -248192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -248193.312500 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -248193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -248196.375000 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -248196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -248199.750000 Penalty: 3697.541016
	Iteration 25Q: 3 clusters Score -248199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -248202.609375 Penalty: 3697.541016
	Iteration 26Q: 3 clusters Score -248202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -248204.890625 Penalty: 3697.541016
	Iteration 27Q: 3 clusters Score -248204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -248209.375000 Penalty: 3697.541016
	Iteration 28Q: 3 clusters Score -248209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -248212.281250 Penalty: 3697.541016
	Iteration 29Q: 3 clusters Score -248212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -248216.234375 Penalty: 3697.541016
	Iteration 30Q: 3 clusters Score -248216.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -248219.218750 Penalty: 3697.541016
	Iteration 31Q: 3 clusters Score -248219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -248220.375000 Penalty: 3697.541016
	Iteration 32Q: 3 clusters Score -248220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -248220.921875 Penalty: 3697.541016
	Iteration 33Q: 3 clusters Score -248220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -248220.921875 Penalty: 3697.541016
	Iteration 34F: 3 clusters Score -248220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -140981.906250 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -140981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -139052.171875 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -139052.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139346.812500 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -139346.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -139448.906250 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -139448.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139528.875000 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -139528.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139593.718750 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -139593.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -139664.421875 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -139664.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -139773.718750 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -139773.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139830.984375 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -139831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139886.734375 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -139886.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -139932.578125 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -139932.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139984.953125 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -139985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -140030.296875 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -140030.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140086.265625 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -140086.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140146.687500 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -140146.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140190.125000 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -140190.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -140216.312500 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -140216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -140221.781250 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -140221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -140230.796875 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -140230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -140238.828125 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -140238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -140243.343750 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -140243.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -140246.890625 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -140246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -140254.859375 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -140254.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -140255.843750 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -140255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -140257.250000 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -140257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -140257.250000 Penalty: 3432.653076
	Iteration 24F: 3 clusters Score -140257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -136080.937500 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -136080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134168.921875 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -134168.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -134572.609375 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -134572.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134793.687500 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -134793.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -134944.562500 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -134944.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -135050.687500 Penalty: 3443.788818
	Iteration 4Q: 3 clusters Score -135050.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -135152.156250 Penalty: 3443.788818
	Iteration 5Q: 3 clusters Score -135152.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -135324.046875 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -135324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135604.953125 Penalty: 3443.788818
	Iteration 7F: 3 clusters Score -135605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135799.187500 Penalty: 3443.788818
	Iteration 8F: 3 clusters Score -135799.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135909.156250 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -135909.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135968.375000 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -135968.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135980.921875 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -135980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -135987.328125 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -135987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135988.359375 Penalty: 3443.788818
	Iteration 13Q: 3 clusters Score -135988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135990.390625 Penalty: 3443.788818
	Iteration 14Q: 3 clusters Score -135990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135993.734375 Penalty: 3443.788818
	Iteration 15Q: 3 clusters Score -135993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136036.500000 Penalty: 3443.788818
	Iteration 16Q: 3 clusters Score -136036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136071.250000 Penalty: 3443.788818
	Iteration 17Q: 3 clusters Score -136071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136119.062500 Penalty: 3443.788818
	Iteration 18Q: 3 clusters Score -136119.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -136167.250000 Penalty: 3443.788818
	Iteration 19Q: 3 clusters Score -136167.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136312.421875 Penalty: 3443.788818
	Iteration 20F: 3 clusters Score -136312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136471.546875 Penalty: 3443.788818
	Iteration 21Q: 3 clusters Score -136471.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136508.062500 Penalty: 3443.788818
	Iteration 22Q: 3 clusters Score -136508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136532.078125 Penalty: 3443.788818
	Iteration 23Q: 3 clusters Score -136532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136545.515625 Penalty: 3443.788818
	Iteration 24Q: 3 clusters Score -136545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136546.093750 Penalty: 3443.788818
	Iteration 25Q: 3 clusters Score -136546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136547.062500 Penalty: 3443.788818
	Iteration 26Q: 3 clusters Score -136547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136547.062500 Penalty: 3443.788818
	Iteration 27F: 3 clusters Score -136547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 22357 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33985 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107017 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22935 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6154 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103828 members 
Mstep: Class 29 contains 136488 members 
Mstep: Class 30 contains 15779 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15158 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 553 members 
Entering Unmasked Estep 
Score: -86728928.000000 Penalty: 131381.765625
Splitting cluster 3 changes total score from -86730080.000000 to -86728928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Entering Unmasked Estep 
Score: -3541906.250000 Penalty: 2483.693848
	Iteration 0F: 2 clusters Score -3541906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3526449.500000 Penalty: 4967.387695
	Iteration 0F: 3 clusters Score -3526450 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3531864.500000 Penalty: 4967.387695
	Iteration 1F: 3 clusters Score -3531864 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3532467.500000 Penalty: 4967.387695
	Iteration 2F: 3 clusters Score -3532468 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -3533134.000000 Penalty: 4967.387695
	Iteration 3F: 3 clusters Score -3533134 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3534108.000000 Penalty: 4967.387695
	Iteration 4F: 3 clusters Score -3534108 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3535403.500000 Penalty: 4967.387695
	Iteration 5F: 3 clusters Score -3535404 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3536940.500000 Penalty: 4967.387695
	Iteration 6F: 3 clusters Score -3536940 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3538438.000000 Penalty: 4967.387695
	Iteration 7F: 3 clusters Score -3538438 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3539583.250000 Penalty: 4967.387695
	Iteration 8Q: 3 clusters Score -3539583 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3540236.500000 Penalty: 4967.387695
	Iteration 9Q: 3 clusters Score -3540236 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3540482.250000 Penalty: 4967.387695
	Iteration 10Q: 3 clusters Score -3540482 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3540608.500000 Penalty: 4967.387695
	Iteration 11Q: 3 clusters Score -3540608 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3540662.000000 Penalty: 4967.387695
	Iteration 12Q: 3 clusters Score -3540662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3540690.000000 Penalty: 4967.387695
	Iteration 13Q: 3 clusters Score -3540690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3540702.750000 Penalty: 4967.387695
	Iteration 14Q: 3 clusters Score -3540703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3540710.500000 Penalty: 4967.387695
	Iteration 15Q: 3 clusters Score -3540710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3540714.500000 Penalty: 4967.387695
	Iteration 16Q: 3 clusters Score -3540714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3540723.500000 Penalty: 4967.387695
	Iteration 17Q: 3 clusters Score -3540724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3540725.500000 Penalty: 4967.387695
	Iteration 18Q: 3 clusters Score -3540726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3540733.250000 Penalty: 4967.387695
	Iteration 19Q: 3 clusters Score -3540733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3540739.750000 Penalty: 4967.387695
	Iteration 20F: 3 clusters Score -3540740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3540746.500000 Penalty: 4967.387695
	Iteration 21Q: 3 clusters Score -3540746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3540750.000000 Penalty: 4967.387695
	Iteration 22Q: 3 clusters Score -3540750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3540751.000000 Penalty: 4967.387695
	Iteration 23Q: 3 clusters Score -3540751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3540754.000000 Penalty: 4967.387695
	Iteration 24Q: 3 clusters Score -3540754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3540746.500000 Penalty: 4967.387695
	Iteration 25Q: 3 clusters Score -3540746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3540757.500000 Penalty: 4967.387695
	Iteration 26Q: 3 clusters Score -3540758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3540759.000000 Penalty: 4967.387695
	Iteration 27Q: 3 clusters Score -3540759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3540759.750000 Penalty: 4967.387695
	Iteration 28Q: 3 clusters Score -3540760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3540757.750000 Penalty: 4967.387695
	Iteration 29Q: 3 clusters Score -3540758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3540757.750000 Penalty: 4967.387695
	Iteration 30F: 3 clusters Score -3540758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -81021.015625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -81021.02 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 317 members 
Entering Unmasked Estep 
Score: -79509.960938 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -79509.96 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79799.882812 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -79799.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79900.625000 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -79900.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79980.164062 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -79980.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80045.320312 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -80045.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80089.609375 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -80089.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80108.140625 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -80108.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80135.539062 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -80135.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80158.289062 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -80158.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80164.828125 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -80164.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -80170.945312 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -80170.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80180.320312 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -80180.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80203.421875 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -80203.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80211.960938 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -80211.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80223.960938 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -80223.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80226.742188 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -80226.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80226.742188 Penalty: 3192.330566
	Iteration 16F: 3 clusters Score -80226.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -119065.375000 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -119065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117267.164062 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -117267.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117586.718750 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -117586.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117743.578125 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -117743.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117823.726562 Penalty: 3356.031006
	Iteration 3Q: 3 clusters Score -117823.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117929.000000 Penalty: 3356.031006
	Iteration 4Q: 3 clusters Score -117929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118140.195312 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -118140.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -118338.109375 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -118338.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -118410.640625 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -118410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -118464.523438 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -118464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -118512.359375 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -118512.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -118547.976562 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -118548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -118577.242188 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -118577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -118608.164062 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -118608.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -118630.593750 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -118630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -118643.289062 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -118643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -118651.195312 Penalty: 3356.031006
	Iteration 15Q: 3 clusters Score -118651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118652.281250 Penalty: 3356.031006
	Iteration 16Q: 3 clusters Score -118652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118653.828125 Penalty: 3356.031006
	Iteration 17F: 3 clusters Score -118653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -118657.281250 Penalty: 3356.031006
	Iteration 18Q: 3 clusters Score -118657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -118666.992188 Penalty: 3356.031006
	Iteration 19Q: 3 clusters Score -118667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -118694.484375 Penalty: 3356.031006
	Iteration 20F: 3 clusters Score -118694.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -118697.562500 Penalty: 3356.031006
	Iteration 21Q: 3 clusters Score -118697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -118697.562500 Penalty: 3356.031006
	Iteration 22F: 3 clusters Score -118697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -256713.140625 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -256713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -254254.203125 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -254254.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -254776.562500 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -254776.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -255006.734375 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -255006.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -255233.531250 Penalty: 3711.968018
	Iteration 3F: 3 clusters Score -255233.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -255422.546875 Penalty: 3711.968018
	Iteration 4F: 3 clusters Score -255422.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -255568.734375 Penalty: 3711.968018
	Iteration 5F: 3 clusters Score -255568.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -255713.703125 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -255713.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -255834.421875 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -255834.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -255911.296875 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -255911.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -255942.703125 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -255942.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -255964.875000 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -255964.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -255976.750000 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -255976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -255986.125000 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -255986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -255994.453125 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -255994.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -255998.890625 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -255998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -256004.250000 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -256004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -256017.828125 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -256017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -256026.937500 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -256026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -256033.078125 Penalty: 3711.968018
	Iteration 18Q: 3 clusters Score -256033.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -256035.750000 Penalty: 3711.968018
	Iteration 19Q: 3 clusters Score -256035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -256037.156250 Penalty: 3711.968018
	Iteration 20F: 3 clusters Score -256037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -256037.968750 Penalty: 3711.968018
	Iteration 21Q: 3 clusters Score -256038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -256038.671875 Penalty: 3711.968018
	Iteration 22Q: 3 clusters Score -256038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -256039.984375 Penalty: 3711.968018
	Iteration 23Q: 3 clusters Score -256040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -256039.984375 Penalty: 3711.968018
	Iteration 24F: 3 clusters Score -256040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Entering Unmasked Estep 
Score: -5269639.000000 Penalty: 2587.551270
	Iteration 0F: 2 clusters Score -5269639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -5246440.000000 Penalty: 5175.102539
	Iteration 0F: 3 clusters Score -5246440 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5254865.500000 Penalty: 5175.102539
	Iteration 1F: 3 clusters Score -5254866 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -5255282.000000 Penalty: 5175.102539
	Iteration 2Q: 3 clusters Score -5255282 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -5255681.500000 Penalty: 5175.102539
	Iteration 3Q: 3 clusters Score -5255682 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5256068.500000 Penalty: 5175.102539
	Iteration 4Q: 3 clusters Score -5256068 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -5256558.000000 Penalty: 5175.102539
	Iteration 5Q: 3 clusters Score -5256558 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -5257144.000000 Penalty: 5175.102539
	Iteration 6Q: 3 clusters Score -5257144 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5257927.000000 Penalty: 5175.102539
	Iteration 7Q: 3 clusters Score -5257927 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5258902.500000 Penalty: 5175.102539
	Iteration 8F: 3 clusters Score -5258902 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -5260142.500000 Penalty: 5175.102539
	Iteration 9F: 3 clusters Score -5260142 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -5261525.000000 Penalty: 5175.102539
	Iteration 10F: 3 clusters Score -5261525 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -5262955.000000 Penalty: 5175.102539
	Iteration 11F: 3 clusters Score -5262955 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5264204.000000 Penalty: 5175.102539
	Iteration 12Q: 3 clusters Score -5264204 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5265269.000000 Penalty: 5175.102539
	Iteration 13Q: 3 clusters Score -5265269 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5266048.500000 Penalty: 5175.102539
	Iteration 14Q: 3 clusters Score -5266048 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5266589.500000 Penalty: 5175.102539
	Iteration 15Q: 3 clusters Score -5266590 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5266895.000000 Penalty: 5175.102539
	Iteration 16Q: 3 clusters Score -5266895 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5267065.000000 Penalty: 5175.102539
	Iteration 17Q: 3 clusters Score -5267065 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5267170.500000 Penalty: 5175.102539
	Iteration 18Q: 3 clusters Score -5267170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5267236.000000 Penalty: 5175.102539
	Iteration 19Q: 3 clusters Score -5267236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5267288.000000 Penalty: 5175.102539
	Iteration 20F: 3 clusters Score -5267288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5267324.000000 Penalty: 5175.102539
	Iteration 21Q: 3 clusters Score -5267324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5267349.500000 Penalty: 5175.102539
	Iteration 22Q: 3 clusters Score -5267350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5267372.000000 Penalty: 5175.102539
	Iteration 23Q: 3 clusters Score -5267372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5267383.500000 Penalty: 5175.102539
	Iteration 24Q: 3 clusters Score -5267384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5267389.000000 Penalty: 5175.102539
	Iteration 25Q: 3 clusters Score -5267389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5267386.500000 Penalty: 5175.102539
	Iteration 26Q: 3 clusters Score -5267386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5267385.000000 Penalty: 5175.102539
	Iteration 27Q: 3 clusters Score -5267385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5267382.500000 Penalty: 5175.102539
	Iteration 28Q: 3 clusters Score -5267382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5267382.500000 Penalty: 5175.102539
	Iteration 29F: 3 clusters Score -5267382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -882608.062500 Penalty: 2154.611084
	Iteration 0F: 2 clusters Score -882608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -877509.375000 Penalty: 4309.222168
	Iteration 0F: 3 clusters Score -877509.4 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -878785.937500 Penalty: 4309.222168
	Iteration 1F: 3 clusters Score -878785.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -879086.625000 Penalty: 4309.222168
	Iteration 2F: 3 clusters Score -879086.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -879326.937500 Penalty: 4309.222168
	Iteration 3F: 3 clusters Score -879326.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -879504.812500 Penalty: 4309.222168
	Iteration 4F: 3 clusters Score -879504.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -879640.625000 Penalty: 4309.222168
	Iteration 5Q: 3 clusters Score -879640.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -879765.312500 Penalty: 4309.222168
	Iteration 6Q: 3 clusters Score -879765.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -879891.375000 Penalty: 4309.222168
	Iteration 7Q: 3 clusters Score -879891.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -880023.625000 Penalty: 4309.222168
	Iteration 8Q: 3 clusters Score -880023.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -880136.625000 Penalty: 4309.222168
	Iteration 9Q: 3 clusters Score -880136.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -880235.875000 Penalty: 4309.222168
	Iteration 10Q: 3 clusters Score -880235.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -880330.312500 Penalty: 4309.222168
	Iteration 11Q: 3 clusters Score -880330.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -880405.875000 Penalty: 4309.222168
	Iteration 12Q: 3 clusters Score -880405.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -880469.625000 Penalty: 4309.222168
	Iteration 13Q: 3 clusters Score -880469.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -880514.687500 Penalty: 4309.222168
	Iteration 14Q: 3 clusters Score -880514.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -880547.187500 Penalty: 4309.222168
	Iteration 15Q: 3 clusters Score -880547.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -880579.687500 Penalty: 4309.222168
	Iteration 16Q: 3 clusters Score -880579.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -880623.375000 Penalty: 4309.222168
	Iteration 17Q: 3 clusters Score -880623.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -880659.750000 Penalty: 4309.222168
	Iteration 18Q: 3 clusters Score -880659.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -880699.437500 Penalty: 4309.222168
	Iteration 19Q: 3 clusters Score -880699.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -880735.312500 Penalty: 4309.222168
	Iteration 20F: 3 clusters Score -880735.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -880764.562500 Penalty: 4309.222168
	Iteration 21Q: 3 clusters Score -880764.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -880781.187500 Penalty: 4309.222168
	Iteration 22Q: 3 clusters Score -880781.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -880807.125000 Penalty: 4309.222168
	Iteration 23Q: 3 clusters Score -880807.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -880818.437500 Penalty: 4309.222168
	Iteration 24Q: 3 clusters Score -880818.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -880832.625000 Penalty: 4309.222168
	Iteration 25Q: 3 clusters Score -880832.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -880856.250000 Penalty: 4309.222168
	Iteration 26Q: 3 clusters Score -880856.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -880889.750000 Penalty: 4309.222168
	Iteration 27Q: 3 clusters Score -880889.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -880908.187500 Penalty: 4309.222168
	Iteration 28Q: 3 clusters Score -880908.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -880926.625000 Penalty: 4309.222168
	Iteration 29Q: 3 clusters Score -880926.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -880944.312500 Penalty: 4309.222168
	Iteration 30Q: 3 clusters Score -880944.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -880956.437500 Penalty: 4309.222168
	Iteration 31Q: 3 clusters Score -880956.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -880969.625000 Penalty: 4309.222168
	Iteration 32Q: 3 clusters Score -880969.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -880980.687500 Penalty: 4309.222168
	Iteration 33Q: 3 clusters Score -880980.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -880992.687500 Penalty: 4309.222168
	Iteration 34Q: 3 clusters Score -880992.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -881004.125000 Penalty: 4309.222168
	Iteration 35Q: 3 clusters Score -881004.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -881011.812500 Penalty: 4309.222168
	Iteration 36Q: 3 clusters Score -881011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -881015.625000 Penalty: 4309.222168
	Iteration 37Q: 3 clusters Score -881015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -881017.687500 Penalty: 4309.222168
	Iteration 38Q: 3 clusters Score -881017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -881018.812500 Penalty: 4309.222168
	Iteration 39Q: 3 clusters Score -881018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -881018.500000 Penalty: 4309.222168
	Iteration 40F: 3 clusters Score -881018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -881022.000000 Penalty: 4309.222168
	Iteration 41Q: 3 clusters Score -881022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -881023.437500 Penalty: 4309.222168
	Iteration 42Q: 3 clusters Score -881023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -881024.812500 Penalty: 4309.222168
	Iteration 43Q: 3 clusters Score -881024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -881028.000000 Penalty: 4309.222168
	Iteration 44Q: 3 clusters Score -881028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -881028.812500 Penalty: 4309.222168
	Iteration 45Q: 3 clusters Score -881028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -881028.312500 Penalty: 4309.222168
	Iteration 46Q: 3 clusters Score -881028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -881030.875000 Penalty: 4309.222168
	Iteration 47Q: 3 clusters Score -881030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -881030.875000 Penalty: 4309.222168
	Iteration 48F: 3 clusters Score -881030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -76781.804688 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -76781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -75299.148438 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -75299.15 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75512.585938 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -75512.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -75581.125000 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -75581.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -75627.062500 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -75627.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75654.679688 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -75654.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75682.203125 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -75682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75727.914062 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -75727.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -75782.273438 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -75782.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -75818.054688 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -75818.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -75838.843750 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -75838.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75860.992188 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -75860.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75877.234375 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -75877.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75890.664062 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -75890.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -75895.984375 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -75895.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -75897.679688 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -75897.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -75902.281250 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -75902.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -75905.562500 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -75905.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -75909.109375 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -75909.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -75909.109375 Penalty: 3116.930664
	Iteration 18F: 3 clusters Score -75909.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Entering Unmasked Estep 
Score: -983517.375000 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -983517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -977928.625000 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -977928.6 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -979375.500000 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -979375.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -979640.687500 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -979640.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -979839.812500 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -979839.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -980014.937500 Penalty: 4367.019531
	Iteration 4Q: 3 clusters Score -980014.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -980171.625000 Penalty: 4367.019531
	Iteration 5Q: 3 clusters Score -980171.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -980333.000000 Penalty: 4367.019531
	Iteration 6Q: 3 clusters Score -980333 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -980534.625000 Penalty: 4367.019531
	Iteration 7Q: 3 clusters Score -980534.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -980776.250000 Penalty: 4367.019531
	Iteration 8Q: 3 clusters Score -980776.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -981051.187500 Penalty: 4367.019531
	Iteration 9Q: 3 clusters Score -981051.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -981251.750000 Penalty: 4367.019531
	Iteration 10Q: 3 clusters Score -981251.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -981407.562500 Penalty: 4367.019531
	Iteration 11Q: 3 clusters Score -981407.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -981537.000000 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -981537 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -981651.250000 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -981651.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -981758.000000 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -981758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -981869.562500 Penalty: 4367.019531
	Iteration 15Q: 3 clusters Score -981869.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -981945.625000 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -981945.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -982025.312500 Penalty: 4367.019531
	Iteration 17Q: 3 clusters Score -982025.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -982088.750000 Penalty: 4367.019531
	Iteration 18Q: 3 clusters Score -982088.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -982135.812500 Penalty: 4367.019531
	Iteration 19Q: 3 clusters Score -982135.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -982170.750000 Penalty: 4367.019531
	Iteration 20F: 3 clusters Score -982170.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -982198.000000 Penalty: 4367.019531
	Iteration 21Q: 3 clusters Score -982198 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -982236.750000 Penalty: 4367.019531
	Iteration 22Q: 3 clusters Score -982236.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -982297.500000 Penalty: 4367.019531
	Iteration 23Q: 3 clusters Score -982297.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -982346.375000 Penalty: 4367.019531
	Iteration 24Q: 3 clusters Score -982346.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -982398.500000 Penalty: 4367.019531
	Iteration 25Q: 3 clusters Score -982398.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -982462.000000 Penalty: 4367.019531
	Iteration 26Q: 3 clusters Score -982462 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -982557.187500 Penalty: 4367.019531
	Iteration 27Q: 3 clusters Score -982557.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -982676.562500 Penalty: 4367.019531
	Iteration 28Q: 3 clusters Score -982676.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -982802.312500 Penalty: 4367.019531
	Iteration 29Q: 3 clusters Score -982802.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -982917.062500 Penalty: 4367.019531
	Iteration 30Q: 3 clusters Score -982917.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -983007.312500 Penalty: 4367.019531
	Iteration 31Q: 3 clusters Score -983007.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -983084.875000 Penalty: 4367.019531
	Iteration 32Q: 3 clusters Score -983084.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -983138.062500 Penalty: 4367.019531
	Iteration 33Q: 3 clusters Score -983138.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -983178.562500 Penalty: 4367.019531
	Iteration 34Q: 3 clusters Score -983178.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -983195.625000 Penalty: 4367.019531
	Iteration 35Q: 3 clusters Score -983195.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -983208.625000 Penalty: 4367.019531
	Iteration 36Q: 3 clusters Score -983208.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -983218.500000 Penalty: 4367.019531
	Iteration 37Q: 3 clusters Score -983218.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -983223.312500 Penalty: 4367.019531
	Iteration 38Q: 3 clusters Score -983223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -983225.937500 Penalty: 4367.019531
	Iteration 39Q: 3 clusters Score -983225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -983229.687500 Penalty: 4367.019531
	Iteration 40F: 3 clusters Score -983229.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -983235.812500 Penalty: 4367.019531
	Iteration 41Q: 3 clusters Score -983235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -983238.875000 Penalty: 4367.019531
	Iteration 42Q: 3 clusters Score -983238.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -983240.687500 Penalty: 4367.019531
	Iteration 43Q: 3 clusters Score -983240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -983242.187500 Penalty: 4367.019531
	Iteration 44Q: 3 clusters Score -983242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -983243.750000 Penalty: 4367.019531
	Iteration 45Q: 3 clusters Score -983243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -983246.000000 Penalty: 4367.019531
	Iteration 46Q: 3 clusters Score -983246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -983249.812500 Penalty: 4367.019531
	Iteration 47Q: 3 clusters Score -983249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -983249.125000 Penalty: 4367.019531
	Iteration 48Q: 3 clusters Score -983249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -983250.937500 Penalty: 4367.019531
	Iteration 49Q: 3 clusters Score -983250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -983250.500000 Penalty: 4367.019531
	Iteration 50Q: 3 clusters Score -983250.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -983251.187500 Penalty: 4367.019531
	Iteration 51Q: 3 clusters Score -983251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -983252.125000 Penalty: 4367.019531
	Iteration 52Q: 3 clusters Score -983252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -983254.437500 Penalty: 4367.019531
	Iteration 53Q: 3 clusters Score -983254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -983254.437500 Penalty: 4367.019531
	Iteration 54F: 3 clusters Score -983254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Entering Unmasked Estep 
Score: -16879034.000000 Penalty: 2872.024170
	Iteration 0F: 2 clusters Score -1.687903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -16809584.000000 Penalty: 5744.048340
	Iteration 0F: 3 clusters Score -1.680958e+07 nChanged 50964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -16838632.000000 Penalty: 5744.048340
	Iteration 1F: 3 clusters Score -1.683863e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -16839848.000000 Penalty: 5744.048340
	Iteration 2Q: 3 clusters Score -1.683985e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -16841490.000000 Penalty: 5744.048340
	Iteration 3Q: 3 clusters Score -1.684149e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -16843576.000000 Penalty: 5744.048340
	Iteration 4Q: 3 clusters Score -1.684358e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -16846646.000000 Penalty: 5744.048340
	Iteration 5Q: 3 clusters Score -1.684665e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -16850700.000000 Penalty: 5744.048340
	Iteration 6F: 3 clusters Score -1.68507e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -16855524.000000 Penalty: 5744.048340
	Iteration 7F: 3 clusters Score -1.685552e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -16860410.000000 Penalty: 5744.048340
	Iteration 8F: 3 clusters Score -1.686041e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -16864318.000000 Penalty: 5744.048340
	Iteration 9F: 3 clusters Score -1.686432e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -16867024.000000 Penalty: 5744.048340
	Iteration 10Q: 3 clusters Score -1.686702e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -16868674.000000 Penalty: 5744.048340
	Iteration 11Q: 3 clusters Score -1.686867e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -16869568.000000 Penalty: 5744.048340
	Iteration 12Q: 3 clusters Score -1.686957e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 89198 members 
Entering Unmasked Estep 
Score: -16870354.000000 Penalty: 5744.048340
	Iteration 13Q: 3 clusters Score -1.687035e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -16871080.000000 Penalty: 5744.048340
	Iteration 14Q: 3 clusters Score -1.687108e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 92600 members 
Entering Unmasked Estep 
Score: -16871786.000000 Penalty: 5744.048340
	Iteration 15Q: 3 clusters Score -1.687179e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -16872436.000000 Penalty: 5744.048340
	Iteration 16Q: 3 clusters Score -1.687244e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 95783 members 
Entering Unmasked Estep 
Score: -16872958.000000 Penalty: 5744.048340
	Iteration 17Q: 3 clusters Score -1.687296e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -16873562.000000 Penalty: 5744.048340
	Iteration 18Q: 3 clusters Score -1.687356e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 98470 members 
Entering Unmasked Estep 
Score: -16874044.000000 Penalty: 5744.048340
	Iteration 19Q: 3 clusters Score -1.687404e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 99606 members 
Entering Unmasked Estep 
Score: -16874438.000000 Penalty: 5744.048340
	Iteration 20F: 3 clusters Score -1.687444e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -16874728.000000 Penalty: 5744.048340
	Iteration 21Q: 3 clusters Score -1.687473e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -16875090.000000 Penalty: 5744.048340
	Iteration 22Q: 3 clusters Score -1.687509e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -16875374.000000 Penalty: 5744.048340
	Iteration 23Q: 3 clusters Score -1.687537e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -16875658.000000 Penalty: 5744.048340
	Iteration 24Q: 3 clusters Score -1.687566e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 103463 members 
Entering Unmasked Estep 
Score: -16875890.000000 Penalty: 5744.048340
	Iteration 25Q: 3 clusters Score -1.687589e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -16876000.000000 Penalty: 5744.048340
	Iteration 26Q: 3 clusters Score -1.6876e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -16876104.000000 Penalty: 5744.048340
	Iteration 27Q: 3 clusters Score -1.68761e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 104560 members 
Entering Unmasked Estep 
Score: -16876252.000000 Penalty: 5744.048340
	Iteration 28Q: 3 clusters Score -1.687625e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -16876306.000000 Penalty: 5744.048340
	Iteration 29Q: 3 clusters Score -1.687631e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -16876394.000000 Penalty: 5744.048340
	Iteration 30Q: 3 clusters Score -1.687639e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -16876464.000000 Penalty: 5744.048340
	Iteration 31Q: 3 clusters Score -1.687646e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -16876482.000000 Penalty: 5744.048340
	Iteration 32Q: 3 clusters Score -1.687648e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -16876526.000000 Penalty: 5744.048340
	Iteration 33Q: 3 clusters Score -1.687653e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -16876572.000000 Penalty: 5744.048340
	Iteration 34Q: 3 clusters Score -1.687657e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 105613 members 
Entering Unmasked Estep 
Score: -16876624.000000 Penalty: 5744.048340
	Iteration 35Q: 3 clusters Score -1.687662e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -16876654.000000 Penalty: 5744.048340
	Iteration 36Q: 3 clusters Score -1.687665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -16876644.000000 Penalty: 5744.048340
	Iteration 37Q: 3 clusters Score -1.687664e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 105733 members 
Entering Unmasked Estep 
Score: -16876666.000000 Penalty: 5744.048340
	Iteration 38Q: 3 clusters Score -1.687667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 105762 members 
Entering Unmasked Estep 
Score: -16876658.000000 Penalty: 5744.048340
	Iteration 39Q: 3 clusters Score -1.687666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -16876674.000000 Penalty: 5744.048340
	Iteration 40F: 3 clusters Score -1.687667e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -16876684.000000 Penalty: 5744.048340
	Iteration 41Q: 3 clusters Score -1.687668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -16876684.000000 Penalty: 5744.048340
	Iteration 42Q: 3 clusters Score -1.687668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 105838 members 
Entering Unmasked Estep 
Score: -16876706.000000 Penalty: 5744.048340
	Iteration 43Q: 3 clusters Score -1.687671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -16876710.000000 Penalty: 5744.048340
	Iteration 44Q: 3 clusters Score -1.687671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 105867 members 
Entering Unmasked Estep 
Score: -16876722.000000 Penalty: 5744.048340
	Iteration 45Q: 3 clusters Score -1.687672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -16876724.000000 Penalty: 5744.048340
	Iteration 46Q: 3 clusters Score -1.687672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -16876748.000000 Penalty: 5744.048340
	Iteration 47Q: 3 clusters Score -1.687675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 105897 members 
Entering Unmasked Estep 
Score: -16876740.000000 Penalty: 5744.048340
	Iteration 48Q: 3 clusters Score -1.687674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 105908 members 
Entering Unmasked Estep 
Score: -16876740.000000 Penalty: 5744.048340
	Iteration 49Q: 3 clusters Score -1.687674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 105912 members 
Entering Unmasked Estep 
Score: -16876728.000000 Penalty: 5744.048340
	Iteration 50Q: 3 clusters Score -1.687673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 105920 members 
Entering Unmasked Estep 
Score: -16876738.000000 Penalty: 5744.048340
	Iteration 51Q: 3 clusters Score -1.687674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -16876752.000000 Penalty: 5744.048340
	Iteration 52Q: 3 clusters Score -1.687675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 105940 members 
Entering Unmasked Estep 
Score: -16876748.000000 Penalty: 5744.048340
	Iteration 53Q: 3 clusters Score -1.687675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -16876748.000000 Penalty: 5744.048340
	Iteration 54Q: 3 clusters Score -1.687675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 105956 members 
Entering Unmasked Estep 
Score: -16876756.000000 Penalty: 5744.048340
	Iteration 55Q: 3 clusters Score -1.687676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 105964 members 
Entering Unmasked Estep 
Score: -16876744.000000 Penalty: 5744.048340
	Iteration 56Q: 3 clusters Score -1.687674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 105975 members 
Entering Unmasked Estep 
Score: -16876746.000000 Penalty: 5744.048340
	Iteration 57Q: 3 clusters Score -1.687675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -16876760.000000 Penalty: 5744.048340
	Iteration 58Q: 3 clusters Score -1.687676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -16876748.000000 Penalty: 5744.048340
	Iteration 59Q: 3 clusters Score -1.687675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -16876766.000000 Penalty: 5744.048340
	Iteration 60F: 3 clusters Score -1.687677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 106002 members 
Entering Unmasked Estep 
Score: -16876776.000000 Penalty: 5744.048340
	Iteration 61Q: 3 clusters Score -1.687678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 106014 members 
Entering Unmasked Estep 
Score: -16876776.000000 Penalty: 5744.048340
	Iteration 62Q: 3 clusters Score -1.687678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -16876776.000000 Penalty: 5744.048340
	Iteration 63Q: 3 clusters Score -1.687678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -16876780.000000 Penalty: 5744.048340
	Iteration 64Q: 3 clusters Score -1.687678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 106029 members 
Entering Unmasked Estep 
Score: -16876760.000000 Penalty: 5744.048340
	Iteration 65Q: 3 clusters Score -1.687676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 106034 members 
Entering Unmasked Estep 
Score: -16876762.000000 Penalty: 5744.048340
	Iteration 66Q: 3 clusters Score -1.687676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 106036 members 
Entering Unmasked Estep 
Score: -16876766.000000 Penalty: 5744.048340
	Iteration 67Q: 3 clusters Score -1.687677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -16876776.000000 Penalty: 5744.048340
	Iteration 68Q: 3 clusters Score -1.687678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -16876776.000000 Penalty: 5744.048340
	Iteration 69F: 3 clusters Score -1.687678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -391828.968750 Penalty: 1952.085205
	Iteration 0F: 2 clusters Score -391829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -388852.937500 Penalty: 3904.170410
	Iteration 0F: 3 clusters Score -388852.9 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -389504.562500 Penalty: 3904.170410
	Iteration 1F: 3 clusters Score -389504.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -389693.750000 Penalty: 3904.170410
	Iteration 2F: 3 clusters Score -389693.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -389809.750000 Penalty: 3904.170410
	Iteration 3F: 3 clusters Score -389809.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -389909.781250 Penalty: 3904.170410
	Iteration 4Q: 3 clusters Score -389909.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -390020.812500 Penalty: 3904.170410
	Iteration 5Q: 3 clusters Score -390020.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -390123.281250 Penalty: 3904.170410
	Iteration 6Q: 3 clusters Score -390123.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -390297.031250 Penalty: 3904.170410
	Iteration 7Q: 3 clusters Score -390297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -390531.843750 Penalty: 3904.170410
	Iteration 8Q: 3 clusters Score -390531.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -390757.906250 Penalty: 3904.170410
	Iteration 9F: 3 clusters Score -390757.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -390933.281250 Penalty: 3904.170410
	Iteration 10F: 3 clusters Score -390933.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -391068.781250 Penalty: 3904.170410
	Iteration 11Q: 3 clusters Score -391068.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -391140.093750 Penalty: 3904.170410
	Iteration 12Q: 3 clusters Score -391140.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -391177.843750 Penalty: 3904.170410
	Iteration 13Q: 3 clusters Score -391177.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -391201.156250 Penalty: 3904.170410
	Iteration 14Q: 3 clusters Score -391201.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -391207.625000 Penalty: 3904.170410
	Iteration 15Q: 3 clusters Score -391207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -391212.156250 Penalty: 3904.170410
	Iteration 16Q: 3 clusters Score -391212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -391214.093750 Penalty: 3904.170410
	Iteration 17Q: 3 clusters Score -391214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -391214.750000 Penalty: 3904.170410
	Iteration 18Q: 3 clusters Score -391214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -391215.406250 Penalty: 3904.170410
	Iteration 19Q: 3 clusters Score -391215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -391215.468750 Penalty: 3904.170410
	Iteration 20F: 3 clusters Score -391215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -391215.312500 Penalty: 3904.170410
	Iteration 21Q: 3 clusters Score -391215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -391214.968750 Penalty: 3904.170410
	Iteration 22Q: 3 clusters Score -391215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -391215.812500 Penalty: 3904.170410
	Iteration 23Q: 3 clusters Score -391215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -391216.937500 Penalty: 3904.170410
	Iteration 24Q: 3 clusters Score -391216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -391217.875000 Penalty: 3904.170410
	Iteration 25Q: 3 clusters Score -391217.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -391218.062500 Penalty: 3904.170410
	Iteration 26Q: 3 clusters Score -391218.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -391218.062500 Penalty: 3904.170410
	Iteration 27F: 3 clusters Score -391218.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Entering Unmasked Estep 
Score: -3540241.000000 Penalty: 2490.024170
	Iteration 0F: 2 clusters Score -3540241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3524270.250000 Penalty: 4980.048340
	Iteration 0F: 3 clusters Score -3524270 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3529721.250000 Penalty: 4980.048340
	Iteration 1F: 3 clusters Score -3529721 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3530178.500000 Penalty: 4980.048340
	Iteration 2F: 3 clusters Score -3530178 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3530659.500000 Penalty: 4980.048340
	Iteration 3Q: 3 clusters Score -3530660 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3531236.500000 Penalty: 4980.048340
	Iteration 4Q: 3 clusters Score -3531236 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3532081.500000 Penalty: 4980.048340
	Iteration 5F: 3 clusters Score -3532082 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3533302.000000 Penalty: 4980.048340
	Iteration 6F: 3 clusters Score -3533302 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -3534791.750000 Penalty: 4980.048340
	Iteration 7F: 3 clusters Score -3534792 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3536166.750000 Penalty: 4980.048340
	Iteration 8F: 3 clusters Score -3536167 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3537138.500000 Penalty: 4980.048340
	Iteration 9Q: 3 clusters Score -3537138 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3537616.500000 Penalty: 4980.048340
	Iteration 10Q: 3 clusters Score -3537616 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3537830.000000 Penalty: 4980.048340
	Iteration 11Q: 3 clusters Score -3537830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3537905.000000 Penalty: 4980.048340
	Iteration 12Q: 3 clusters Score -3537905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3537941.250000 Penalty: 4980.048340
	Iteration 13Q: 3 clusters Score -3537941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3537959.000000 Penalty: 4980.048340
	Iteration 14Q: 3 clusters Score -3537959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3537971.250000 Penalty: 4980.048340
	Iteration 15Q: 3 clusters Score -3537971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3537984.750000 Penalty: 4980.048340
	Iteration 16Q: 3 clusters Score -3537985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3537994.250000 Penalty: 4980.048340
	Iteration 17Q: 3 clusters Score -3537994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -3538002.250000 Penalty: 4980.048340
	Iteration 18Q: 3 clusters Score -3538002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3537999.750000 Penalty: 4980.048340
	Iteration 19Q: 3 clusters Score -3538000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3538007.000000 Penalty: 4980.048340
	Iteration 20F: 3 clusters Score -3538007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3538012.000000 Penalty: 4980.048340
	Iteration 21Q: 3 clusters Score -3538012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3538020.250000 Penalty: 4980.048340
	Iteration 22Q: 3 clusters Score -3538020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -3538022.250000 Penalty: 4980.048340
	Iteration 23Q: 3 clusters Score -3538022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3538028.750000 Penalty: 4980.048340
	Iteration 24Q: 3 clusters Score -3538029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3538031.750000 Penalty: 4980.048340
	Iteration 25Q: 3 clusters Score -3538032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3538036.500000 Penalty: 4980.048340
	Iteration 26Q: 3 clusters Score -3538036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3538036.500000 Penalty: 4980.048340
	Iteration 27Q: 3 clusters Score -3538036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3538039.250000 Penalty: 4980.048340
	Iteration 28Q: 3 clusters Score -3538039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3538039.250000 Penalty: 4980.048340
	Iteration 29F: 3 clusters Score -3538039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -396324.125000 Penalty: 1957.420776
	Iteration 0F: 2 clusters Score -396324.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -393280.281250 Penalty: 3914.841553
	Iteration 0F: 3 clusters Score -393280.3 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -393884.312500 Penalty: 3914.841553
	Iteration 1F: 3 clusters Score -393884.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -394030.281250 Penalty: 3914.841553
	Iteration 2F: 3 clusters Score -394030.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -394107.781250 Penalty: 3914.841553
	Iteration 3Q: 3 clusters Score -394107.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -394153.500000 Penalty: 3914.841553
	Iteration 4Q: 3 clusters Score -394153.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -394196.093750 Penalty: 3914.841553
	Iteration 5Q: 3 clusters Score -394196.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -394236.750000 Penalty: 3914.841553
	Iteration 6Q: 3 clusters Score -394236.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -394274.843750 Penalty: 3914.841553
	Iteration 7Q: 3 clusters Score -394274.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -394301.468750 Penalty: 3914.841553
	Iteration 8Q: 3 clusters Score -394301.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -394329.000000 Penalty: 3914.841553
	Iteration 9Q: 3 clusters Score -394329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -394347.500000 Penalty: 3914.841553
	Iteration 10Q: 3 clusters Score -394347.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -394366.000000 Penalty: 3914.841553
	Iteration 11Q: 3 clusters Score -394366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -394383.156250 Penalty: 3914.841553
	Iteration 12Q: 3 clusters Score -394383.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -394398.187500 Penalty: 3914.841553
	Iteration 13Q: 3 clusters Score -394398.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -394416.531250 Penalty: 3914.841553
	Iteration 14Q: 3 clusters Score -394416.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -394435.968750 Penalty: 3914.841553
	Iteration 15Q: 3 clusters Score -394436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -394451.468750 Penalty: 3914.841553
	Iteration 16Q: 3 clusters Score -394451.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -394462.562500 Penalty: 3914.841553
	Iteration 17Q: 3 clusters Score -394462.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -394472.375000 Penalty: 3914.841553
	Iteration 18Q: 3 clusters Score -394472.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -394488.187500 Penalty: 3914.841553
	Iteration 19Q: 3 clusters Score -394488.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -394497.968750 Penalty: 3914.841553
	Iteration 20F: 3 clusters Score -394498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -394505.687500 Penalty: 3914.841553
	Iteration 21Q: 3 clusters Score -394505.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -394512.968750 Penalty: 3914.841553
	Iteration 22Q: 3 clusters Score -394513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -394521.812500 Penalty: 3914.841553
	Iteration 23Q: 3 clusters Score -394521.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -394532.375000 Penalty: 3914.841553
	Iteration 24Q: 3 clusters Score -394532.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -394542.750000 Penalty: 3914.841553
	Iteration 25Q: 3 clusters Score -394542.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -394554.000000 Penalty: 3914.841553
	Iteration 26Q: 3 clusters Score -394554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -394570.593750 Penalty: 3914.841553
	Iteration 27Q: 3 clusters Score -394570.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -394587.468750 Penalty: 3914.841553
	Iteration 28Q: 3 clusters Score -394587.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -394605.687500 Penalty: 3914.841553
	Iteration 29Q: 3 clusters Score -394605.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -394613.250000 Penalty: 3914.841553
	Iteration 30Q: 3 clusters Score -394613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -394619.687500 Penalty: 3914.841553
	Iteration 31Q: 3 clusters Score -394619.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -394624.625000 Penalty: 3914.841553
	Iteration 32Q: 3 clusters Score -394624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -394627.125000 Penalty: 3914.841553
	Iteration 33Q: 3 clusters Score -394627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -394630.531250 Penalty: 3914.841553
	Iteration 34Q: 3 clusters Score -394630.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -394631.500000 Penalty: 3914.841553
	Iteration 35Q: 3 clusters Score -394631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -394635.593750 Penalty: 3914.841553
	Iteration 36Q: 3 clusters Score -394635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -394637.343750 Penalty: 3914.841553
	Iteration 37Q: 3 clusters Score -394637.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -394639.000000 Penalty: 3914.841553
	Iteration 38Q: 3 clusters Score -394639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -394640.281250 Penalty: 3914.841553
	Iteration 39Q: 3 clusters Score -394640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -394640.656250 Penalty: 3914.841553
	Iteration 40F: 3 clusters Score -394640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -394640.906250 Penalty: 3914.841553
	Iteration 41Q: 3 clusters Score -394640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -394640.906250 Penalty: 3914.841553
	Iteration 42F: 3 clusters Score -394640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Entering Unmasked Estep 
Score: -979164.812500 Penalty: 2163.764648
	Iteration 0F: 2 clusters Score -979164.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -973921.625000 Penalty: 4327.529297
	Iteration 0F: 3 clusters Score -973921.6 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -975149.875000 Penalty: 4327.529297
	Iteration 1F: 3 clusters Score -975149.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -975391.750000 Penalty: 4327.529297
	Iteration 2F: 3 clusters Score -975391.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -975591.437500 Penalty: 4327.529297
	Iteration 3F: 3 clusters Score -975591.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -975795.812500 Penalty: 4327.529297
	Iteration 4F: 3 clusters Score -975795.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -976014.500000 Penalty: 4327.529297
	Iteration 5F: 3 clusters Score -976014.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -976226.437500 Penalty: 4327.529297
	Iteration 6Q: 3 clusters Score -976226.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -976411.250000 Penalty: 4327.529297
	Iteration 7Q: 3 clusters Score -976411.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -976579.562500 Penalty: 4327.529297
	Iteration 8Q: 3 clusters Score -976579.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -976737.375000 Penalty: 4327.529297
	Iteration 9Q: 3 clusters Score -976737.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -976849.375000 Penalty: 4327.529297
	Iteration 10Q: 3 clusters Score -976849.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -976941.062500 Penalty: 4327.529297
	Iteration 11Q: 3 clusters Score -976941.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -977027.000000 Penalty: 4327.529297
	Iteration 12Q: 3 clusters Score -977027 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -977092.250000 Penalty: 4327.529297
	Iteration 13Q: 3 clusters Score -977092.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -977144.625000 Penalty: 4327.529297
	Iteration 14Q: 3 clusters Score -977144.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -977192.062500 Penalty: 4327.529297
	Iteration 15Q: 3 clusters Score -977192.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -977230.687500 Penalty: 4327.529297
	Iteration 16Q: 3 clusters Score -977230.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -977273.250000 Penalty: 4327.529297
	Iteration 17Q: 3 clusters Score -977273.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -977312.937500 Penalty: 4327.529297
	Iteration 18Q: 3 clusters Score -977312.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -977344.125000 Penalty: 4327.529297
	Iteration 19Q: 3 clusters Score -977344.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -977375.500000 Penalty: 4327.529297
	Iteration 20F: 3 clusters Score -977375.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -977395.375000 Penalty: 4327.529297
	Iteration 21Q: 3 clusters Score -977395.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -977417.500000 Penalty: 4327.529297
	Iteration 22Q: 3 clusters Score -977417.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -977435.562500 Penalty: 4327.529297
	Iteration 23Q: 3 clusters Score -977435.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -977443.812500 Penalty: 4327.529297
	Iteration 24Q: 3 clusters Score -977443.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -977451.750000 Penalty: 4327.529297
	Iteration 25Q: 3 clusters Score -977451.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -977460.437500 Penalty: 4327.529297
	Iteration 26Q: 3 clusters Score -977460.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -977465.250000 Penalty: 4327.529297
	Iteration 27Q: 3 clusters Score -977465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -977471.937500 Penalty: 4327.529297
	Iteration 28Q: 3 clusters Score -977471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -977483.750000 Penalty: 4327.529297
	Iteration 29Q: 3 clusters Score -977483.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -977490.187500 Penalty: 4327.529297
	Iteration 30Q: 3 clusters Score -977490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -977495.375000 Penalty: 4327.529297
	Iteration 31Q: 3 clusters Score -977495.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -977503.625000 Penalty: 4327.529297
	Iteration 32Q: 3 clusters Score -977503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -977507.500000 Penalty: 4327.529297
	Iteration 33Q: 3 clusters Score -977507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -977512.375000 Penalty: 4327.529297
	Iteration 34Q: 3 clusters Score -977512.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -977515.312500 Penalty: 4327.529297
	Iteration 35Q: 3 clusters Score -977515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -977516.187500 Penalty: 4327.529297
	Iteration 36Q: 3 clusters Score -977516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -977518.375000 Penalty: 4327.529297
	Iteration 37Q: 3 clusters Score -977518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -977520.562500 Penalty: 4327.529297
	Iteration 38Q: 3 clusters Score -977520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -977523.812500 Penalty: 4327.529297
	Iteration 39Q: 3 clusters Score -977523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -977527.687500 Penalty: 4327.529297
	Iteration 40F: 3 clusters Score -977527.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -977532.312500 Penalty: 4327.529297
	Iteration 41Q: 3 clusters Score -977532.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -977537.125000 Penalty: 4327.529297
	Iteration 42Q: 3 clusters Score -977537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -977540.062500 Penalty: 4327.529297
	Iteration 43Q: 3 clusters Score -977540.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -977544.562500 Penalty: 4327.529297
	Iteration 44Q: 3 clusters Score -977544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -977549.937500 Penalty: 4327.529297
	Iteration 45Q: 3 clusters Score -977549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -977551.937500 Penalty: 4327.529297
	Iteration 46Q: 3 clusters Score -977551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -977553.125000 Penalty: 4327.529297
	Iteration 47Q: 3 clusters Score -977553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -977555.812500 Penalty: 4327.529297
	Iteration 48Q: 3 clusters Score -977555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -977560.125000 Penalty: 4327.529297
	Iteration 49Q: 3 clusters Score -977560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -977561.687500 Penalty: 4327.529297
	Iteration 50Q: 3 clusters Score -977561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -977565.500000 Penalty: 4327.529297
	Iteration 51Q: 3 clusters Score -977565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -977566.187500 Penalty: 4327.529297
	Iteration 52Q: 3 clusters Score -977566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -977566.500000 Penalty: 4327.529297
	Iteration 53Q: 3 clusters Score -977566.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -977569.687500 Penalty: 4327.529297
	Iteration 54Q: 3 clusters Score -977569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -977572.375000 Penalty: 4327.529297
	Iteration 55Q: 3 clusters Score -977572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -977574.437500 Penalty: 4327.529297
	Iteration 56Q: 3 clusters Score -977574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -977572.125000 Penalty: 4327.529297
	Iteration 57Q: 3 clusters Score -977572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -977575.000000 Penalty: 4327.529297
	Iteration 58Q: 3 clusters Score -977575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -977576.250000 Penalty: 4327.529297
	Iteration 59Q: 3 clusters Score -977576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -977579.562500 Penalty: 4327.529297
	Iteration 60F: 3 clusters Score -977579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -977579.625000 Penalty: 4327.529297
	Iteration 61Q: 3 clusters Score -977579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -977580.312500 Penalty: 4327.529297
	Iteration 62Q: 3 clusters Score -977580.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -977579.250000 Penalty: 4327.529297
	Iteration 63Q: 3 clusters Score -977579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -977581.000000 Penalty: 4327.529297
	Iteration 64Q: 3 clusters Score -977581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -977580.687500 Penalty: 4327.529297
	Iteration 65Q: 3 clusters Score -977580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -977581.125000 Penalty: 4327.529297
	Iteration 66Q: 3 clusters Score -977581.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -977581.125000 Penalty: 4327.529297
	Iteration 67F: 3 clusters Score -977581.1 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: -113079.179688 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -113079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111225.929688 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -111225.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -111727.515625 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -111727.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112090.867188 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -112090.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112366.812500 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -112366.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112576.562500 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -112576.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112732.687500 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -112732.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112820.117188 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -112820.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112862.226562 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -112862.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112888.226562 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -112888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112912.820312 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -112912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112924.851562 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -112924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112924.851562 Penalty: 3404.964355
	Iteration 11F: 3 clusters Score -112924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -498578.937500 Penalty: 2012.797363
	Iteration 0F: 2 clusters Score -498578.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -495089.562500 Penalty: 4025.594727
	Iteration 0F: 3 clusters Score -495089.6 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -495886.156250 Penalty: 4025.594727
	Iteration 1F: 3 clusters Score -495886.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -496105.250000 Penalty: 4025.594727
	Iteration 2F: 3 clusters Score -496105.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -496260.281250 Penalty: 4025.594727
	Iteration 3F: 3 clusters Score -496260.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -496385.062500 Penalty: 4025.594727
	Iteration 4Q: 3 clusters Score -496385.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -496493.281250 Penalty: 4025.594727
	Iteration 5Q: 3 clusters Score -496493.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -496607.000000 Penalty: 4025.594727
	Iteration 6Q: 3 clusters Score -496607 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -496711.812500 Penalty: 4025.594727
	Iteration 7Q: 3 clusters Score -496711.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -496806.531250 Penalty: 4025.594727
	Iteration 8Q: 3 clusters Score -496806.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -496886.156250 Penalty: 4025.594727
	Iteration 9Q: 3 clusters Score -496886.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -496959.687500 Penalty: 4025.594727
	Iteration 10Q: 3 clusters Score -496959.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -497039.562500 Penalty: 4025.594727
	Iteration 11Q: 3 clusters Score -497039.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -497110.625000 Penalty: 4025.594727
	Iteration 12Q: 3 clusters Score -497110.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -497162.906250 Penalty: 4025.594727
	Iteration 13Q: 3 clusters Score -497162.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -497195.406250 Penalty: 4025.594727
	Iteration 14Q: 3 clusters Score -497195.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -497221.343750 Penalty: 4025.594727
	Iteration 15Q: 3 clusters Score -497221.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -497244.437500 Penalty: 4025.594727
	Iteration 16Q: 3 clusters Score -497244.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -497257.125000 Penalty: 4025.594727
	Iteration 17Q: 3 clusters Score -497257.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -497269.031250 Penalty: 4025.594727
	Iteration 18Q: 3 clusters Score -497269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -497276.843750 Penalty: 4025.594727
	Iteration 19Q: 3 clusters Score -497276.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -497284.781250 Penalty: 4025.594727
	Iteration 20F: 3 clusters Score -497284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -497288.968750 Penalty: 4025.594727
	Iteration 21Q: 3 clusters Score -497289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -497291.781250 Penalty: 4025.594727
	Iteration 22Q: 3 clusters Score -497291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -497292.625000 Penalty: 4025.594727
	Iteration 23Q: 3 clusters Score -497292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -497293.187500 Penalty: 4025.594727
	Iteration 24Q: 3 clusters Score -497293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -497293.187500 Penalty: 4025.594727
	Iteration 25F: 3 clusters Score -497293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Entering Unmasked Estep 
Score: -1485522.750000 Penalty: 2272.407715
	Iteration 0F: 2 clusters Score -1485523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1478140.000000 Penalty: 4544.815430
	Iteration 0F: 3 clusters Score -1478140 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1480284.625000 Penalty: 4544.815430
	Iteration 1F: 3 clusters Score -1480285 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1480643.125000 Penalty: 4544.815430
	Iteration 2F: 3 clusters Score -1480643 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1480971.375000 Penalty: 4544.815430
	Iteration 3F: 3 clusters Score -1480971 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1481316.625000 Penalty: 4544.815430
	Iteration 4F: 3 clusters Score -1481317 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1481620.500000 Penalty: 4544.815430
	Iteration 5F: 3 clusters Score -1481620 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1481904.000000 Penalty: 4544.815430
	Iteration 6F: 3 clusters Score -1481904 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1482182.750000 Penalty: 4544.815430
	Iteration 7Q: 3 clusters Score -1482183 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1482469.000000 Penalty: 4544.815430
	Iteration 8Q: 3 clusters Score -1482469 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1482780.500000 Penalty: 4544.815430
	Iteration 9Q: 3 clusters Score -1482780 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1483113.375000 Penalty: 4544.815430
	Iteration 10Q: 3 clusters Score -1483113 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1483402.125000 Penalty: 4544.815430
	Iteration 11Q: 3 clusters Score -1483402 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1483636.875000 Penalty: 4544.815430
	Iteration 12Q: 3 clusters Score -1483637 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1483817.875000 Penalty: 4544.815430
	Iteration 13Q: 3 clusters Score -1483818 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1483948.875000 Penalty: 4544.815430
	Iteration 14Q: 3 clusters Score -1483949 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1484047.250000 Penalty: 4544.815430
	Iteration 15Q: 3 clusters Score -1484047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1484107.250000 Penalty: 4544.815430
	Iteration 16Q: 3 clusters Score -1484107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1484144.625000 Penalty: 4544.815430
	Iteration 17Q: 3 clusters Score -1484145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1484185.125000 Penalty: 4544.815430
	Iteration 18Q: 3 clusters Score -1484185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1484235.250000 Penalty: 4544.815430
	Iteration 19Q: 3 clusters Score -1484235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1484278.500000 Penalty: 4544.815430
	Iteration 20F: 3 clusters Score -1484278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1484314.125000 Penalty: 4544.815430
	Iteration 21Q: 3 clusters Score -1484314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1484340.625000 Penalty: 4544.815430
	Iteration 22Q: 3 clusters Score -1484341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1484358.875000 Penalty: 4544.815430
	Iteration 23Q: 3 clusters Score -1484359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1484379.500000 Penalty: 4544.815430
	Iteration 24Q: 3 clusters Score -1484380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1484392.625000 Penalty: 4544.815430
	Iteration 25Q: 3 clusters Score -1484393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1484397.500000 Penalty: 4544.815430
	Iteration 26Q: 3 clusters Score -1484398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1484400.625000 Penalty: 4544.815430
	Iteration 27Q: 3 clusters Score -1484401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1484407.375000 Penalty: 4544.815430
	Iteration 28Q: 3 clusters Score -1484407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1484409.375000 Penalty: 4544.815430
	Iteration 29Q: 3 clusters Score -1484409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1484411.000000 Penalty: 4544.815430
	Iteration 30Q: 3 clusters Score -1484411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1484411.000000 Penalty: 4544.815430
	Iteration 31F: 3 clusters Score -1484411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -39847.140625 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -39847.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38673.015625 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -38673.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39078.597656 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -39078.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39278.824219 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -39278.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39423.523438 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -39423.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39491.195312 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -39491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39534.089844 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -39534.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39625.093750 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -39625.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39658.539062 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -39658.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39667.746094 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -39667.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39677.910156 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -39677.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39680.863281 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -39680.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39687.269531 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -39687.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39694.226562 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -39694.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39702.390625 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -39702.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39705.664062 Penalty: 2930.409180
	Iteration 14Q: 3 clusters Score -39705.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39717.742188 Penalty: 2930.409180
	Iteration 15F: 3 clusters Score -39717.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39863.609375 Penalty: 2930.409180
	Iteration 16Q: 3 clusters Score -39863.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39898.296875 Penalty: 2930.409180
	Iteration 17Q: 3 clusters Score -39898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39903.886719 Penalty: 2930.409180
	Iteration 18Q: 3 clusters Score -39903.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39947.339844 Penalty: 2930.409180
	Iteration 19Q: 3 clusters Score -39947.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39975.574219 Penalty: 2930.409180
	Iteration 20F: 3 clusters Score -39975.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22357 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33985 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107017 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22935 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6154 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 141 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103828 members 
Mstep: Class 29 contains 136488 members 
Mstep: Class 30 contains 15779 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15158 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 227 members 
Entering Unmasked Estep 
Score: -86728440.000000 Penalty: 131381.765625
Splitting cluster 20 changes total score from -86730080.000000 to -86728440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Entering Unmasked Estep 
Score: -1937516.875000 Penalty: 2341.598145
	Iteration 0F: 2 clusters Score -1937517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1928088.375000 Penalty: 4683.196289
	Iteration 0F: 3 clusters Score -1928088 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1931089.000000 Penalty: 4683.196289
	Iteration 1F: 3 clusters Score -1931089 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1931746.750000 Penalty: 4683.196289
	Iteration 2F: 3 clusters Score -1931747 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1932481.750000 Penalty: 4683.196289
	Iteration 3F: 3 clusters Score -1932482 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1933241.000000 Penalty: 4683.196289
	Iteration 4F: 3 clusters Score -1933241 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1933993.750000 Penalty: 4683.196289
	Iteration 5F: 3 clusters Score -1933994 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1934673.875000 Penalty: 4683.196289
	Iteration 6F: 3 clusters Score -1934674 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1935222.500000 Penalty: 4683.196289
	Iteration 7F: 3 clusters Score -1935222 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1935625.250000 Penalty: 4683.196289
	Iteration 8Q: 3 clusters Score -1935625 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1935899.750000 Penalty: 4683.196289
	Iteration 9Q: 3 clusters Score -1935900 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1936079.125000 Penalty: 4683.196289
	Iteration 10Q: 3 clusters Score -1936079 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1936224.875000 Penalty: 4683.196289
	Iteration 11Q: 3 clusters Score -1936225 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1936301.375000 Penalty: 4683.196289
	Iteration 12Q: 3 clusters Score -1936301 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1936356.625000 Penalty: 4683.196289
	Iteration 13Q: 3 clusters Score -1936357 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1936400.000000 Penalty: 4683.196289
	Iteration 14Q: 3 clusters Score -1936400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1936442.000000 Penalty: 4683.196289
	Iteration 15Q: 3 clusters Score -1936442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1936472.000000 Penalty: 4683.196289
	Iteration 16Q: 3 clusters Score -1936472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1936497.500000 Penalty: 4683.196289
	Iteration 17Q: 3 clusters Score -1936498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1936523.250000 Penalty: 4683.196289
	Iteration 18Q: 3 clusters Score -1936523 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1936540.250000 Penalty: 4683.196289
	Iteration 19Q: 3 clusters Score -1936540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1936550.875000 Penalty: 4683.196289
	Iteration 20F: 3 clusters Score -1936551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1936566.750000 Penalty: 4683.196289
	Iteration 21Q: 3 clusters Score -1936567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1936578.625000 Penalty: 4683.196289
	Iteration 22Q: 3 clusters Score -1936579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1936589.250000 Penalty: 4683.196289
	Iteration 23Q: 3 clusters Score -1936589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1936598.375000 Penalty: 4683.196289
	Iteration 24Q: 3 clusters Score -1936598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1936599.000000 Penalty: 4683.196289
	Iteration 25Q: 3 clusters Score -1936599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1936603.250000 Penalty: 4683.196289
	Iteration 26Q: 3 clusters Score -1936603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1936604.000000 Penalty: 4683.196289
	Iteration 27Q: 3 clusters Score -1936604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1936609.875000 Penalty: 4683.196289
	Iteration 28Q: 3 clusters Score -1936610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1936613.500000 Penalty: 4683.196289
	Iteration 29Q: 3 clusters Score -1936614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1936617.750000 Penalty: 4683.196289
	Iteration 30Q: 3 clusters Score -1936618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1936622.625000 Penalty: 4683.196289
	Iteration 31Q: 3 clusters Score -1936623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1936629.750000 Penalty: 4683.196289
	Iteration 32Q: 3 clusters Score -1936630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1936629.250000 Penalty: 4683.196289
	Iteration 33Q: 3 clusters Score -1936629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1936628.875000 Penalty: 4683.196289
	Iteration 34Q: 3 clusters Score -1936629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1936633.500000 Penalty: 4683.196289
	Iteration 35Q: 3 clusters Score -1936634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1936632.500000 Penalty: 4683.196289
	Iteration 36Q: 3 clusters Score -1936632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1936635.000000 Penalty: 4683.196289
	Iteration 37Q: 3 clusters Score -1936635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1936636.250000 Penalty: 4683.196289
	Iteration 38Q: 3 clusters Score -1936636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1936638.375000 Penalty: 4683.196289
	Iteration 39Q: 3 clusters Score -1936638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1936638.250000 Penalty: 4683.196289
	Iteration 40F: 3 clusters Score -1936638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1936638.125000 Penalty: 4683.196289
	Iteration 41Q: 3 clusters Score -1936638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1936640.875000 Penalty: 4683.196289
	Iteration 42Q: 3 clusters Score -1936641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1936641.000000 Penalty: 4683.196289
	Iteration 43Q: 3 clusters Score -1936641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1936641.000000 Penalty: 4683.196289
	Iteration 44Q: 3 clusters Score -1936641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1936640.875000 Penalty: 4683.196289
	Iteration 45Q: 3 clusters Score -1936641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1936643.125000 Penalty: 4683.196289
	Iteration 46Q: 3 clusters Score -1936643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1936640.000000 Penalty: 4683.196289
	Iteration 47Q: 3 clusters Score -1936640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1936641.875000 Penalty: 4683.196289
	Iteration 48Q: 3 clusters Score -1936642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1936643.125000 Penalty: 4683.196289
	Iteration 49Q: 3 clusters Score -1936643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1936641.375000 Penalty: 4683.196289
	Iteration 50Q: 3 clusters Score -1936641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1936642.500000 Penalty: 4683.196289
	Iteration 51Q: 3 clusters Score -1936642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1936640.500000 Penalty: 4683.196289
	Iteration 52Q: 3 clusters Score -1936640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1936640.500000 Penalty: 4683.196289
	Iteration 53F: 3 clusters Score -1936640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -1045312.000000 Penalty: 2181.642090
	Iteration 0F: 2 clusters Score -1045312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1039808.875000 Penalty: 4363.284180
	Iteration 0F: 3 clusters Score -1039809 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1041307.750000 Penalty: 4363.284180
	Iteration 1F: 3 clusters Score -1041308 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1041585.312500 Penalty: 4363.284180
	Iteration 2F: 3 clusters Score -1041585 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1041788.562500 Penalty: 4363.284180
	Iteration 3F: 3 clusters Score -1041789 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1041942.000000 Penalty: 4363.284180
	Iteration 4Q: 3 clusters Score -1041942 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1042065.312500 Penalty: 4363.284180
	Iteration 5Q: 3 clusters Score -1042065 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1042191.562500 Penalty: 4363.284180
	Iteration 6Q: 3 clusters Score -1042192 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1042340.500000 Penalty: 4363.284180
	Iteration 7Q: 3 clusters Score -1042340 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1042513.875000 Penalty: 4363.284180
	Iteration 8Q: 3 clusters Score -1042514 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1042717.187500 Penalty: 4363.284180
	Iteration 9Q: 3 clusters Score -1042717 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1042928.187500 Penalty: 4363.284180
	Iteration 10Q: 3 clusters Score -1042928 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1043127.562500 Penalty: 4363.284180
	Iteration 11Q: 3 clusters Score -1043128 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1043302.125000 Penalty: 4363.284180
	Iteration 12Q: 3 clusters Score -1043302 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1043452.312500 Penalty: 4363.284180
	Iteration 13Q: 3 clusters Score -1043452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1043562.937500 Penalty: 4363.284180
	Iteration 14Q: 3 clusters Score -1043563 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1043635.000000 Penalty: 4363.284180
	Iteration 15Q: 3 clusters Score -1043635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1043684.187500 Penalty: 4363.284180
	Iteration 16Q: 3 clusters Score -1043684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1043720.875000 Penalty: 4363.284180
	Iteration 17Q: 3 clusters Score -1043721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1043742.312500 Penalty: 4363.284180
	Iteration 18Q: 3 clusters Score -1043742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1043760.500000 Penalty: 4363.284180
	Iteration 19Q: 3 clusters Score -1043760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1043786.312500 Penalty: 4363.284180
	Iteration 20F: 3 clusters Score -1043786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1043803.250000 Penalty: 4363.284180
	Iteration 21Q: 3 clusters Score -1043803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1043813.375000 Penalty: 4363.284180
	Iteration 22Q: 3 clusters Score -1043813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1043821.687500 Penalty: 4363.284180
	Iteration 23Q: 3 clusters Score -1043822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1043828.687500 Penalty: 4363.284180
	Iteration 24Q: 3 clusters Score -1043829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1043833.000000 Penalty: 4363.284180
	Iteration 25Q: 3 clusters Score -1043833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1043836.375000 Penalty: 4363.284180
	Iteration 26Q: 3 clusters Score -1043836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1043838.937500 Penalty: 4363.284180
	Iteration 27Q: 3 clusters Score -1043839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1043842.500000 Penalty: 4363.284180
	Iteration 28Q: 3 clusters Score -1043842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1043843.750000 Penalty: 4363.284180
	Iteration 29Q: 3 clusters Score -1043844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1043844.250000 Penalty: 4363.284180
	Iteration 30Q: 3 clusters Score -1043844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1043844.250000 Penalty: 4363.284180
	Iteration 31F: 3 clusters Score -1043844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -84980.140625 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -84980.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83411.695312 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -83411.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83684.570312 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -83684.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83815.960938 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -83815.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83925.367188 Penalty: 3183.509033
	Iteration 3Q: 3 clusters Score -83925.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84006.210938 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -84006.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84058.921875 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -84058.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84079.382812 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -84079.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84093.382812 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -84093.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -84130.375000 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -84130.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84154.421875 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -84154.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84159.335938 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -84159.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84160.265625 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -84160.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84161.851562 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -84161.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84166.085938 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -84166.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84169.500000 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -84169.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84175.421875 Penalty: 3183.509033
	Iteration 15Q: 3 clusters Score -84175.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84175.906250 Penalty: 3183.509033
	Iteration 16Q: 3 clusters Score -84175.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84175.906250 Penalty: 3183.509033
	Iteration 17F: 3 clusters Score -84175.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Entering Unmasked Estep 
Score: -1301037.500000 Penalty: 2248.283936
	Iteration 0F: 2 clusters Score -1301038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1294204.000000 Penalty: 4496.567871
	Iteration 0F: 3 clusters Score -1294204 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1296142.875000 Penalty: 4496.567871
	Iteration 1F: 3 clusters Score -1296143 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1296481.875000 Penalty: 4496.567871
	Iteration 2F: 3 clusters Score -1296482 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1296755.750000 Penalty: 4496.567871
	Iteration 3F: 3 clusters Score -1296756 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1296963.750000 Penalty: 4496.567871
	Iteration 4Q: 3 clusters Score -1296964 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1297169.625000 Penalty: 4496.567871
	Iteration 5Q: 3 clusters Score -1297170 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1297412.000000 Penalty: 4496.567871
	Iteration 6Q: 3 clusters Score -1297412 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1297675.250000 Penalty: 4496.567871
	Iteration 7Q: 3 clusters Score -1297675 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1297955.000000 Penalty: 4496.567871
	Iteration 8Q: 3 clusters Score -1297955 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1298206.750000 Penalty: 4496.567871
	Iteration 9Q: 3 clusters Score -1298207 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1298446.250000 Penalty: 4496.567871
	Iteration 10Q: 3 clusters Score -1298446 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1298676.250000 Penalty: 4496.567871
	Iteration 11Q: 3 clusters Score -1298676 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1298864.875000 Penalty: 4496.567871
	Iteration 12Q: 3 clusters Score -1298865 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1298996.875000 Penalty: 4496.567871
	Iteration 13Q: 3 clusters Score -1298997 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1299082.625000 Penalty: 4496.567871
	Iteration 14Q: 3 clusters Score -1299083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1299146.250000 Penalty: 4496.567871
	Iteration 15Q: 3 clusters Score -1299146 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1299185.250000 Penalty: 4496.567871
	Iteration 16Q: 3 clusters Score -1299185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1299210.625000 Penalty: 4496.567871
	Iteration 17Q: 3 clusters Score -1299211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1299228.625000 Penalty: 4496.567871
	Iteration 18Q: 3 clusters Score -1299229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1299249.750000 Penalty: 4496.567871
	Iteration 19Q: 3 clusters Score -1299250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1299272.375000 Penalty: 4496.567871
	Iteration 20F: 3 clusters Score -1299272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1299290.750000 Penalty: 4496.567871
	Iteration 21Q: 3 clusters Score -1299291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1299309.875000 Penalty: 4496.567871
	Iteration 22Q: 3 clusters Score -1299310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1299317.000000 Penalty: 4496.567871
	Iteration 23Q: 3 clusters Score -1299317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1299321.375000 Penalty: 4496.567871
	Iteration 24Q: 3 clusters Score -1299321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1299323.875000 Penalty: 4496.567871
	Iteration 25Q: 3 clusters Score -1299324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1299328.125000 Penalty: 4496.567871
	Iteration 26Q: 3 clusters Score -1299328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1299329.500000 Penalty: 4496.567871
	Iteration 27Q: 3 clusters Score -1299330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1299330.750000 Penalty: 4496.567871
	Iteration 28Q: 3 clusters Score -1299331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1299335.500000 Penalty: 4496.567871
	Iteration 29Q: 3 clusters Score -1299336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1299336.250000 Penalty: 4496.567871
	Iteration 30Q: 3 clusters Score -1299336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1299336.625000 Penalty: 4496.567871
	Iteration 31Q: 3 clusters Score -1299337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1299336.625000 Penalty: 4496.567871
	Iteration 32F: 3 clusters Score -1299337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -303929.406250 Penalty: 1875.029053
	Iteration 0F: 2 clusters Score -303929.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -301326.406250 Penalty: 3750.058105
	Iteration 0F: 3 clusters Score -301326.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -301758.500000 Penalty: 3750.058105
	Iteration 1F: 3 clusters Score -301758.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -301882.906250 Penalty: 3750.058105
	Iteration 2F: 3 clusters Score -301882.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -301952.062500 Penalty: 3750.058105
	Iteration 3Q: 3 clusters Score -301952.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -301995.718750 Penalty: 3750.058105
	Iteration 4Q: 3 clusters Score -301995.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -302024.343750 Penalty: 3750.058105
	Iteration 5Q: 3 clusters Score -302024.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -302037.812500 Penalty: 3750.058105
	Iteration 6Q: 3 clusters Score -302037.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -302049.562500 Penalty: 3750.058105
	Iteration 7Q: 3 clusters Score -302049.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -302058.468750 Penalty: 3750.058105
	Iteration 8Q: 3 clusters Score -302058.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -302064.968750 Penalty: 3750.058105
	Iteration 9Q: 3 clusters Score -302065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -302071.906250 Penalty: 3750.058105
	Iteration 10Q: 3 clusters Score -302071.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -302081.593750 Penalty: 3750.058105
	Iteration 11Q: 3 clusters Score -302081.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -302088.250000 Penalty: 3750.058105
	Iteration 12Q: 3 clusters Score -302088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -302095.218750 Penalty: 3750.058105
	Iteration 13Q: 3 clusters Score -302095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -302096.781250 Penalty: 3750.058105
	Iteration 14Q: 3 clusters Score -302096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -302099.125000 Penalty: 3750.058105
	Iteration 15Q: 3 clusters Score -302099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -302099.125000 Penalty: 3750.058105
	Iteration 16F: 3 clusters Score -302099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -276111.343750 Penalty: 1866.091187
	Iteration 0F: 2 clusters Score -276111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -273578.250000 Penalty: 3732.182373
	Iteration 0F: 3 clusters Score -273578.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274058.125000 Penalty: 3732.182373
	Iteration 1F: 3 clusters Score -274058.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -274189.562500 Penalty: 3732.182373
	Iteration 2F: 3 clusters Score -274189.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -274250.812500 Penalty: 3732.182373
	Iteration 3Q: 3 clusters Score -274250.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -274279.312500 Penalty: 3732.182373
	Iteration 4Q: 3 clusters Score -274279.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -274307.000000 Penalty: 3732.182373
	Iteration 5Q: 3 clusters Score -274307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -274326.281250 Penalty: 3732.182373
	Iteration 6Q: 3 clusters Score -274326.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -274342.343750 Penalty: 3732.182373
	Iteration 7Q: 3 clusters Score -274342.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -274364.906250 Penalty: 3732.182373
	Iteration 8Q: 3 clusters Score -274364.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -274395.625000 Penalty: 3732.182373
	Iteration 9Q: 3 clusters Score -274395.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -274428.968750 Penalty: 3732.182373
	Iteration 10Q: 3 clusters Score -274429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -274454.875000 Penalty: 3732.182373
	Iteration 11Q: 3 clusters Score -274454.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -274487.875000 Penalty: 3732.182373
	Iteration 12Q: 3 clusters Score -274487.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -274521.906250 Penalty: 3732.182373
	Iteration 13Q: 3 clusters Score -274521.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -274551.531250 Penalty: 3732.182373
	Iteration 14Q: 3 clusters Score -274551.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -274573.562500 Penalty: 3732.182373
	Iteration 15Q: 3 clusters Score -274573.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -274608.687500 Penalty: 3732.182373
	Iteration 16Q: 3 clusters Score -274608.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -274639.218750 Penalty: 3732.182373
	Iteration 17Q: 3 clusters Score -274639.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -274664.437500 Penalty: 3732.182373
	Iteration 18Q: 3 clusters Score -274664.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -274688.500000 Penalty: 3732.182373
	Iteration 19Q: 3 clusters Score -274688.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -274709.187500 Penalty: 3732.182373
	Iteration 20F: 3 clusters Score -274709.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -274730.750000 Penalty: 3732.182373
	Iteration 21Q: 3 clusters Score -274730.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -274751.031250 Penalty: 3732.182373
	Iteration 22Q: 3 clusters Score -274751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -274772.031250 Penalty: 3732.182373
	Iteration 23Q: 3 clusters Score -274772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -274796.031250 Penalty: 3732.182373
	Iteration 24Q: 3 clusters Score -274796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -274814.437500 Penalty: 3732.182373
	Iteration 25Q: 3 clusters Score -274814.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -274820.218750 Penalty: 3732.182373
	Iteration 26Q: 3 clusters Score -274820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -274828.312500 Penalty: 3732.182373
	Iteration 27Q: 3 clusters Score -274828.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -274833.687500 Penalty: 3732.182373
	Iteration 28Q: 3 clusters Score -274833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -274839.906250 Penalty: 3732.182373
	Iteration 29Q: 3 clusters Score -274839.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -274850.375000 Penalty: 3732.182373
	Iteration 30Q: 3 clusters Score -274850.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -274861.906250 Penalty: 3732.182373
	Iteration 31Q: 3 clusters Score -274861.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -274876.468750 Penalty: 3732.182373
	Iteration 32Q: 3 clusters Score -274876.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -274892.312500 Penalty: 3732.182373
	Iteration 33Q: 3 clusters Score -274892.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -274915.125000 Penalty: 3732.182373
	Iteration 34Q: 3 clusters Score -274915.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -274927.812500 Penalty: 3732.182373
	Iteration 35Q: 3 clusters Score -274927.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -274938.593750 Penalty: 3732.182373
	Iteration 36Q: 3 clusters Score -274938.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -274948.687500 Penalty: 3732.182373
	Iteration 37Q: 3 clusters Score -274948.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -274967.312500 Penalty: 3732.182373
	Iteration 38Q: 3 clusters Score -274967.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -274990.656250 Penalty: 3732.182373
	Iteration 39Q: 3 clusters Score -274990.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -274999.156250 Penalty: 3732.182373
	Iteration 40F: 3 clusters Score -274999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -275005.375000 Penalty: 3732.182373
	Iteration 41Q: 3 clusters Score -275005.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -275013.375000 Penalty: 3732.182373
	Iteration 42Q: 3 clusters Score -275013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -275027.531250 Penalty: 3732.182373
	Iteration 43Q: 3 clusters Score -275027.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -275047.062500 Penalty: 3732.182373
	Iteration 44Q: 3 clusters Score -275047.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -275060.500000 Penalty: 3732.182373
	Iteration 45Q: 3 clusters Score -275060.5 nChanged 10
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: -275070.437500 Penalty: 3732.182373
	Iteration 46Q: 3 clusters Score -275070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -275076.281250 Penalty: 3732.182373
	Iteration 47Q: 3 clusters Score -275076.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -275083.281250 Penalty: 3732.182373
	Iteration 48Q: 3 clusters Score -275083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -275090.187500 Penalty: 3732.182373
	Iteration 49Q: 3 clusters Score -275090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -275095.906250 Penalty: 3732.182373
	Iteration 50Q: 3 clusters Score -275095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -275099.968750 Penalty: 3732.182373
	Iteration 51Q: 3 clusters Score -275100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -275101.062500 Penalty: 3732.182373
	Iteration 52Q: 3 clusters Score -275101.1 nChanged 6
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: -275106.187500 Penalty: 3732.182373
	Iteration 53Q: 3 clusters Score -275106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -275109.843750 Penalty: 3732.182373
	Iteration 54Q: 3 clusters Score -275109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -275113.343750 Penalty: 3732.182373
	Iteration 55Q: 3 clusters Score -275113.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -275117.843750 Penalty: 3732.182373
	Iteration 56Q: 3 clusters Score -275117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -275122.281250 Penalty: 3732.182373
	Iteration 57Q: 3 clusters Score -275122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -275125.406250 Penalty: 3732.182373
	Iteration 58Q: 3 clusters Score -275125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -275127.656250 Penalty: 3732.182373
	Iteration 59Q: 3 clusters Score -275127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -275128.281250 Penalty: 3732.182373
	Iteration 60F: 3 clusters Score -275128.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -399237.656250 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -399237.7 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 1211 members 
Entering Unmasked Estep 
Score: -396299.250000 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -396299.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -396875.468750 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -396875.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -397065.468750 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -397065.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -397172.343750 Penalty: 3886.447266
	Iteration 3Q: 3 clusters Score -397172.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -397259.218750 Penalty: 3886.447266
	Iteration 4Q: 3 clusters Score -397259.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -397315.468750 Penalty: 3886.447266
	Iteration 5Q: 3 clusters Score -397315.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -397356.593750 Penalty: 3886.447266
	Iteration 6Q: 3 clusters Score -397356.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -397388.937500 Penalty: 3886.447266
	Iteration 7Q: 3 clusters Score -397388.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -397414.281250 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -397414.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -397435.281250 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -397435.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -397450.218750 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -397450.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -397463.875000 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -397463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -397476.125000 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -397476.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -397485.781250 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -397485.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -397498.000000 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -397498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -397504.875000 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -397504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -397509.968750 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -397510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -397516.125000 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -397516.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -397521.343750 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -397521.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -397525.000000 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -397525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -397527.281250 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -397527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -397527.812500 Penalty: 3886.447266
	Iteration 21Q: 3 clusters Score -397527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -397528.312500 Penalty: 3886.447266
	Iteration 22Q: 3 clusters Score -397528.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -397528.312500 Penalty: 3886.447266
	Iteration 23F: 3 clusters Score -397528.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (103828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Entering Unmasked Estep 
Score: -16393260.000000 Penalty: 2864.521973
	Iteration 0F: 2 clusters Score -1.639326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -16325297.000000 Penalty: 5729.043945
	Iteration 0F: 3 clusters Score -1.63253e+07 nChanged 49364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -16354219.000000 Penalty: 5729.043945
	Iteration 1F: 3 clusters Score -1.635422e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -16355486.000000 Penalty: 5729.043945
	Iteration 2Q: 3 clusters Score -1.635549e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -16357173.000000 Penalty: 5729.043945
	Iteration 3Q: 3 clusters Score -1.635717e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -16359684.000000 Penalty: 5729.043945
	Iteration 4Q: 3 clusters Score -1.635968e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -16363200.000000 Penalty: 5729.043945
	Iteration 5F: 3 clusters Score -1.63632e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -16368063.000000 Penalty: 5729.043945
	Iteration 6F: 3 clusters Score -1.636806e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -16373344.000000 Penalty: 5729.043945
	Iteration 7F: 3 clusters Score -1.637334e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -16378086.000000 Penalty: 5729.043945
	Iteration 8F: 3 clusters Score -1.637809e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -16381757.000000 Penalty: 5729.043945
	Iteration 9Q: 3 clusters Score -1.638176e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90485 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -16384364.000000 Penalty: 5729.043945
	Iteration 10Q: 3 clusters Score -1.638436e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -16386233.000000 Penalty: 5729.043945
	Iteration 11Q: 3 clusters Score -1.638623e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -16387538.000000 Penalty: 5729.043945
	Iteration 12Q: 3 clusters Score -1.638754e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -16388409.000000 Penalty: 5729.043945
	Iteration 13Q: 3 clusters Score -1.638841e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98150 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -16389171.000000 Penalty: 5729.043945
	Iteration 14Q: 3 clusters Score -1.638917e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -16389760.000000 Penalty: 5729.043945
	Iteration 15Q: 3 clusters Score -1.638976e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100177 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -16390045.000000 Penalty: 5729.043945
	Iteration 16Q: 3 clusters Score -1.639004e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100830 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -16390277.000000 Penalty: 5729.043945
	Iteration 17Q: 3 clusters Score -1.639028e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -16390459.000000 Penalty: 5729.043945
	Iteration 18Q: 3 clusters Score -1.639046e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101708 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16390607.000000 Penalty: 5729.043945
	Iteration 19Q: 3 clusters Score -1.639061e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101993 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -16390754.000000 Penalty: 5729.043945
	Iteration 20F: 3 clusters Score -1.639075e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102190 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -16390821.000000 Penalty: 5729.043945
	Iteration 21Q: 3 clusters Score -1.639082e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102330 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -16390861.000000 Penalty: 5729.043945
	Iteration 22Q: 3 clusters Score -1.639086e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102452 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16390914.000000 Penalty: 5729.043945
	Iteration 23Q: 3 clusters Score -1.639091e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -16390944.000000 Penalty: 5729.043945
	Iteration 24Q: 3 clusters Score -1.639094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -16390969.000000 Penalty: 5729.043945
	Iteration 25Q: 3 clusters Score -1.639097e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -16391004.000000 Penalty: 5729.043945
	Iteration 26Q: 3 clusters Score -1.6391e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -16391007.000000 Penalty: 5729.043945
	Iteration 27Q: 3 clusters Score -1.639101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102727 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -16391005.000000 Penalty: 5729.043945
	Iteration 28Q: 3 clusters Score -1.6391e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -16390998.000000 Penalty: 5729.043945
	Iteration 29Q: 3 clusters Score -1.6391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102768 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -16391014.000000 Penalty: 5729.043945
	Iteration 30Q: 3 clusters Score -1.639101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -16391023.000000 Penalty: 5729.043945
	Iteration 31Q: 3 clusters Score -1.639102e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -16391054.000000 Penalty: 5729.043945
	Iteration 32Q: 3 clusters Score -1.639105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102826 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -16391079.000000 Penalty: 5729.043945
	Iteration 33Q: 3 clusters Score -1.639108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -16391089.000000 Penalty: 5729.043945
	Iteration 34Q: 3 clusters Score -1.639109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16391091.000000 Penalty: 5729.043945
	Iteration 35Q: 3 clusters Score -1.639109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102882 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16391105.000000 Penalty: 5729.043945
	Iteration 36Q: 3 clusters Score -1.63911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -16391109.000000 Penalty: 5729.043945
	Iteration 37Q: 3 clusters Score -1.639111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -16391110.000000 Penalty: 5729.043945
	Iteration 38Q: 3 clusters Score -1.639111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102924 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -16391127.000000 Penalty: 5729.043945
	Iteration 39Q: 3 clusters Score -1.639113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -16391121.000000 Penalty: 5729.043945
	Iteration 40F: 3 clusters Score -1.639112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102941 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -16391121.000000 Penalty: 5729.043945
	Iteration 41Q: 3 clusters Score -1.639112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16391128.000000 Penalty: 5729.043945
	Iteration 42Q: 3 clusters Score -1.639113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16391131.000000 Penalty: 5729.043945
	Iteration 43Q: 3 clusters Score -1.639113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16391129.000000 Penalty: 5729.043945
	Iteration 44Q: 3 clusters Score -1.639113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16391139.000000 Penalty: 5729.043945
	Iteration 45Q: 3 clusters Score -1.639114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16391144.000000 Penalty: 5729.043945
	Iteration 46Q: 3 clusters Score -1.639114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102970 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -16391137.000000 Penalty: 5729.043945
	Iteration 47Q: 3 clusters Score -1.639114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -16391150.000000 Penalty: 5729.043945
	Iteration 48Q: 3 clusters Score -1.639115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16391139.000000 Penalty: 5729.043945
	Iteration 49Q: 3 clusters Score -1.639114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102977 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -16391140.000000 Penalty: 5729.043945
	Iteration 50Q: 3 clusters Score -1.639114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16391147.000000 Penalty: 5729.043945
	Iteration 51Q: 3 clusters Score -1.639115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16391146.000000 Penalty: 5729.043945
	Iteration 52Q: 3 clusters Score -1.639115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16391146.000000 Penalty: 5729.043945
	Iteration 53F: 3 clusters Score -1.639115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (136488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136488 members 
Entering Unmasked Estep 
Score: -21435626.000000 Penalty: 2932.349854
	Iteration 0F: 2 clusters Score -2.143563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -21349510.000000 Penalty: 5864.699707
	Iteration 0F: 3 clusters Score -2.134951e+07 nChanged 65018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -21388190.000000 Penalty: 5864.699707
	Iteration 1F: 3 clusters Score -2.138819e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -21389862.000000 Penalty: 5864.699707
	Iteration 2Q: 3 clusters Score -2.138986e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -21391996.000000 Penalty: 5864.699707
	Iteration 3Q: 3 clusters Score -2.1392e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65632 members 
Mstep: Class 2 contains 70856 members 
Entering Unmasked Estep 
Score: -21395144.000000 Penalty: 5864.699707
	Iteration 4Q: 3 clusters Score -2.139514e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64520 members 
Mstep: Class 2 contains 71968 members 
Entering Unmasked Estep 
Score: -21399402.000000 Penalty: 5864.699707
	Iteration 5F: 3 clusters Score -2.13994e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 73428 members 
Entering Unmasked Estep 
Score: -21403782.000000 Penalty: 5864.699707
	Iteration 6F: 3 clusters Score -2.140378e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -21408622.000000 Penalty: 5864.699707
	Iteration 7F: 3 clusters Score -2.140862e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -21413248.000000 Penalty: 5864.699707
	Iteration 8F: 3 clusters Score -2.141325e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -21416450.000000 Penalty: 5864.699707
	Iteration 9Q: 3 clusters Score -2.141645e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -21418584.000000 Penalty: 5864.699707
	Iteration 10Q: 3 clusters Score -2.141858e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 82085 members 
Entering Unmasked Estep 
Score: -21420050.000000 Penalty: 5864.699707
	Iteration 11Q: 3 clusters Score -2.142005e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -21421010.000000 Penalty: 5864.699707
	Iteration 12Q: 3 clusters Score -2.142101e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -21421692.000000 Penalty: 5864.699707
	Iteration 13Q: 3 clusters Score -2.142169e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -21422638.000000 Penalty: 5864.699707
	Iteration 14Q: 3 clusters Score -2.142264e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 89491 members 
Entering Unmasked Estep 
Score: -21423462.000000 Penalty: 5864.699707
	Iteration 15Q: 3 clusters Score -2.142346e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -21424184.000000 Penalty: 5864.699707
	Iteration 16Q: 3 clusters Score -2.142418e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -21424972.000000 Penalty: 5864.699707
	Iteration 17Q: 3 clusters Score -2.142497e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -21425836.000000 Penalty: 5864.699707
	Iteration 18Q: 3 clusters Score -2.142584e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -21426682.000000 Penalty: 5864.699707
	Iteration 19Q: 3 clusters Score -2.142668e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -21427478.000000 Penalty: 5864.699707
	Iteration 20F: 3 clusters Score -2.142748e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 101774 members 
Entering Unmasked Estep 
Score: -21428322.000000 Penalty: 5864.699707
	Iteration 21Q: 3 clusters Score -2.142832e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -21429214.000000 Penalty: 5864.699707
	Iteration 22Q: 3 clusters Score -2.142921e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 107807 members 
Entering Unmasked Estep 
Score: -21430120.000000 Penalty: 5864.699707
	Iteration 23Q: 3 clusters Score -2.143012e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 111146 members 
Entering Unmasked Estep 
Score: -21430878.000000 Penalty: 5864.699707
	Iteration 24Q: 3 clusters Score -2.143088e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 114464 members 
Entering Unmasked Estep 
Score: -21431428.000000 Penalty: 5864.699707
	Iteration 25Q: 3 clusters Score -2.143143e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 117643 members 
Entering Unmasked Estep 
Score: -21431758.000000 Penalty: 5864.699707
	Iteration 26Q: 3 clusters Score -2.143176e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -21432040.000000 Penalty: 5864.699707
	Iteration 27Q: 3 clusters Score -2.143204e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 123087 members 
Entering Unmasked Estep 
Score: -21432534.000000 Penalty: 5864.699707
	Iteration 28Q: 3 clusters Score -2.143253e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -21432672.000000 Penalty: 5864.699707
	Iteration 29Q: 3 clusters Score -2.143267e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 126905 members 
Entering Unmasked Estep 
Score: -21432820.000000 Penalty: 5864.699707
	Iteration 30Q: 3 clusters Score -2.143282e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 128242 members 
Entering Unmasked Estep 
Score: -21432882.000000 Penalty: 5864.699707
	Iteration 31Q: 3 clusters Score -2.143288e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -21432846.000000 Penalty: 5864.699707
	Iteration 32Q: 3 clusters Score -2.143285e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 130204 members 
Entering Unmasked Estep 
Score: -21432860.000000 Penalty: 5864.699707
	Iteration 33Q: 3 clusters Score -2.143286e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 130850 members 
Entering Unmasked Estep 
Score: -21432764.000000 Penalty: 5864.699707
	Iteration 34Q: 3 clusters Score -2.143276e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 131389 members 
Entering Unmasked Estep 
Score: -21432666.000000 Penalty: 5864.699707
	Iteration 35Q: 3 clusters Score -2.143267e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 131833 members 
Entering Unmasked Estep 
Score: -21432642.000000 Penalty: 5864.699707
	Iteration 36Q: 3 clusters Score -2.143264e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 132190 members 
Entering Unmasked Estep 
Score: -21432702.000000 Penalty: 5864.699707
	Iteration 37Q: 3 clusters Score -2.14327e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -21432696.000000 Penalty: 5864.699707
	Iteration 38Q: 3 clusters Score -2.14327e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 132716 members 
Entering Unmasked Estep 
Score: -21432662.000000 Penalty: 5864.699707
	Iteration 39Q: 3 clusters Score -2.143266e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 132912 members 
Entering Unmasked Estep 
Score: -21433018.000000 Penalty: 5864.699707
	Iteration 40F: 3 clusters Score -2.143302e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 133615 members 
Entering Unmasked Estep 
Score: -21433076.000000 Penalty: 5864.699707
	Iteration 41Q: 3 clusters Score -2.143308e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 134124 members 
Entering Unmasked Estep 
Score: -21433102.000000 Penalty: 5864.699707
	Iteration 42Q: 3 clusters Score -2.14331e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 134514 members 
Entering Unmasked Estep 
Score: -21433140.000000 Penalty: 5864.699707
	Iteration 43Q: 3 clusters Score -2.143314e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 134814 members 
Entering Unmasked Estep 
Score: -21433122.000000 Penalty: 5864.699707
	Iteration 44Q: 3 clusters Score -2.143312e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 135027 members 
Entering Unmasked Estep 
Score: -21433184.000000 Penalty: 5864.699707
	Iteration 45Q: 3 clusters Score -2.143318e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -21433188.000000 Penalty: 5864.699707
	Iteration 46Q: 3 clusters Score -2.143319e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -21433230.000000 Penalty: 5864.699707
	Iteration 47Q: 3 clusters Score -2.143323e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 135472 members 
Entering Unmasked Estep 
Score: -21433238.000000 Penalty: 5864.699707
	Iteration 48Q: 3 clusters Score -2.143324e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 135556 members 
Entering Unmasked Estep 
Score: -21433296.000000 Penalty: 5864.699707
	Iteration 49Q: 3 clusters Score -2.14333e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 135633 members 
Entering Unmasked Estep 
Score: -21433318.000000 Penalty: 5864.699707
	Iteration 50Q: 3 clusters Score -2.143332e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 135697 members 
Entering Unmasked Estep 
Score: -21433340.000000 Penalty: 5864.699707
	Iteration 51Q: 3 clusters Score -2.143334e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -21433368.000000 Penalty: 5864.699707
	Iteration 52Q: 3 clusters Score -2.143337e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 135775 members 
Entering Unmasked Estep 
Score: -21433344.000000 Penalty: 5864.699707
	Iteration 53Q: 3 clusters Score -2.143334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 135803 members 
Entering Unmasked Estep 
Score: -21433344.000000 Penalty: 5864.699707
	Iteration 54Q: 3 clusters Score -2.143334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 135825 members 
Entering Unmasked Estep 
Score: -21433376.000000 Penalty: 5864.699707
	Iteration 55Q: 3 clusters Score -2.143338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 135845 members 
Entering Unmasked Estep 
Score: -21433386.000000 Penalty: 5864.699707
	Iteration 56Q: 3 clusters Score -2.143339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 135863 members 
Entering Unmasked Estep 
Score: -21433388.000000 Penalty: 5864.699707
	Iteration 57Q: 3 clusters Score -2.143339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 135881 members 
Entering Unmasked Estep 
Score: -21433382.000000 Penalty: 5864.699707
	Iteration 58Q: 3 clusters Score -2.143338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 135892 members 
Entering Unmasked Estep 
Score: -21433386.000000 Penalty: 5864.699707
	Iteration 59Q: 3 clusters Score -2.143339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 135899 members 
Entering Unmasked Estep 
Score: -21433390.000000 Penalty: 5864.699707
	Iteration 60F: 3 clusters Score -2.143339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 135905 members 
Entering Unmasked Estep 
Score: -21433356.000000 Penalty: 5864.699707
	Iteration 61Q: 3 clusters Score -2.143336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -21433368.000000 Penalty: 5864.699707
	Iteration 62Q: 3 clusters Score -2.143337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 135915 members 
Entering Unmasked Estep 
Score: -21433368.000000 Penalty: 5864.699707
	Iteration 63Q: 3 clusters Score -2.143337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 135918 members 
Entering Unmasked Estep 
Score: -21433372.000000 Penalty: 5864.699707
	Iteration 64Q: 3 clusters Score -2.143337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 135919 members 
Entering Unmasked Estep 
Score: -21433370.000000 Penalty: 5864.699707
	Iteration 65Q: 3 clusters Score -2.143337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 135921 members 
Entering Unmasked Estep 
Score: -21433384.000000 Penalty: 5864.699707
	Iteration 66Q: 3 clusters Score -2.143338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 135922 members 
Entering Unmasked Estep 
Score: -21433380.000000 Penalty: 5864.699707
	Iteration 67Q: 3 clusters Score -2.143338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 135922 members 
Entering Unmasked Estep 
Score: -21433380.000000 Penalty: 5864.699707
	Iteration 68F: 3 clusters Score -2.143338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Entering Unmasked Estep 
Score: -2500050.500000 Penalty: 2397.275879
	Iteration 0F: 2 clusters Score -2500050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2488613.000000 Penalty: 4794.551758
	Iteration 0F: 3 clusters Score -2488613 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2492281.500000 Penalty: 4794.551758
	Iteration 1F: 3 clusters Score -2492282 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2492742.000000 Penalty: 4794.551758
	Iteration 2F: 3 clusters Score -2492742 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2493310.250000 Penalty: 4794.551758
	Iteration 3F: 3 clusters Score -2493310 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2494043.500000 Penalty: 4794.551758
	Iteration 4F: 3 clusters Score -2494044 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2494934.500000 Penalty: 4794.551758
	Iteration 5F: 3 clusters Score -2494934 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2495855.250000 Penalty: 4794.551758
	Iteration 6F: 3 clusters Score -2495855 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2496672.750000 Penalty: 4794.551758
	Iteration 7F: 3 clusters Score -2496673 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2497350.500000 Penalty: 4794.551758
	Iteration 8Q: 3 clusters Score -2497350 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2497822.750000 Penalty: 4794.551758
	Iteration 9Q: 3 clusters Score -2497823 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2498071.750000 Penalty: 4794.551758
	Iteration 10Q: 3 clusters Score -2498072 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2498200.000000 Penalty: 4794.551758
	Iteration 11Q: 3 clusters Score -2498200 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2498286.750000 Penalty: 4794.551758
	Iteration 12Q: 3 clusters Score -2498287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2498319.750000 Penalty: 4794.551758
	Iteration 13Q: 3 clusters Score -2498320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2498337.750000 Penalty: 4794.551758
	Iteration 14Q: 3 clusters Score -2498338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2498350.750000 Penalty: 4794.551758
	Iteration 15Q: 3 clusters Score -2498351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2498355.000000 Penalty: 4794.551758
	Iteration 16Q: 3 clusters Score -2498355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2498363.750000 Penalty: 4794.551758
	Iteration 17Q: 3 clusters Score -2498364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2498367.750000 Penalty: 4794.551758
	Iteration 18Q: 3 clusters Score -2498368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2498371.500000 Penalty: 4794.551758
	Iteration 19Q: 3 clusters Score -2498372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2498379.250000 Penalty: 4794.551758
	Iteration 20F: 3 clusters Score -2498379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2498382.250000 Penalty: 4794.551758
	Iteration 21Q: 3 clusters Score -2498382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2498381.250000 Penalty: 4794.551758
	Iteration 22Q: 3 clusters Score -2498381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2498385.500000 Penalty: 4794.551758
	Iteration 23Q: 3 clusters Score -2498386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2498387.000000 Penalty: 4794.551758
	Iteration 24Q: 3 clusters Score -2498387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2498390.000000 Penalty: 4794.551758
	Iteration 25Q: 3 clusters Score -2498390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2498392.500000 Penalty: 4794.551758
	Iteration 26Q: 3 clusters Score -2498392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2498388.500000 Penalty: 4794.551758
	Iteration 27Q: 3 clusters Score -2498388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2498391.750000 Penalty: 4794.551758
	Iteration 28Q: 3 clusters Score -2498392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2498387.500000 Penalty: 4794.551758
	Iteration 29Q: 3 clusters Score -2498388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2498388.500000 Penalty: 4794.551758
	Iteration 30Q: 3 clusters Score -2498388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2498391.750000 Penalty: 4794.551758
	Iteration 31Q: 3 clusters Score -2498392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2498394.000000 Penalty: 4794.551758
	Iteration 32Q: 3 clusters Score -2498394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2498400.250000 Penalty: 4794.551758
	Iteration 33Q: 3 clusters Score -2498400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2498402.250000 Penalty: 4794.551758
	Iteration 34Q: 3 clusters Score -2498402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2498398.000000 Penalty: 4794.551758
	Iteration 35Q: 3 clusters Score -2498398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2498399.500000 Penalty: 4794.551758
	Iteration 36Q: 3 clusters Score -2498400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2498400.750000 Penalty: 4794.551758
	Iteration 37Q: 3 clusters Score -2498401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2498401.500000 Penalty: 4794.551758
	Iteration 38Q: 3 clusters Score -2498402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2498400.250000 Penalty: 4794.551758
	Iteration 39Q: 3 clusters Score -2498400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2498402.250000 Penalty: 4794.551758
	Iteration 40F: 3 clusters Score -2498402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2498405.250000 Penalty: 4794.551758
	Iteration 41Q: 3 clusters Score -2498405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2498405.500000 Penalty: 4794.551758
	Iteration 42Q: 3 clusters Score -2498406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2498409.750000 Penalty: 4794.551758
	Iteration 43Q: 3 clusters Score -2498410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2498409.000000 Penalty: 4794.551758
	Iteration 44Q: 3 clusters Score -2498409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2498409.000000 Penalty: 4794.551758
	Iteration 45Q: 3 clusters Score -2498409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2498408.250000 Penalty: 4794.551758
	Iteration 46Q: 3 clusters Score -2498408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2498409.500000 Penalty: 4794.551758
	Iteration 47Q: 3 clusters Score -2498410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2498409.000000 Penalty: 4794.551758
	Iteration 48Q: 3 clusters Score -2498409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2498409.000000 Penalty: 4794.551758
	Iteration 49Q: 3 clusters Score -2498409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2498409.250000 Penalty: 4794.551758
	Iteration 50Q: 3 clusters Score -2498409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2498412.000000 Penalty: 4794.551758
	Iteration 51Q: 3 clusters Score -2498412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2498412.000000 Penalty: 4794.551758
	Iteration 52F: 3 clusters Score -2498412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -13574.948242 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -13574.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -12859.527344 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -12859.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13076.284180 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -13076.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13107.994141 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -13107.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13125.485352 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -13125.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13132.463867 Penalty: 2586.608154
	Iteration 4Q: 3 clusters Score -13132.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13132.463867 Penalty: 2586.608154
	Iteration 5F: 3 clusters Score -13132.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -213313.312500 Penalty: 1799.911499
	Iteration 0F: 2 clusters Score -213313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -211083.484375 Penalty: 3599.822998
	Iteration 0F: 3 clusters Score -211083.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -211432.187500 Penalty: 3599.822998
	Iteration 1F: 3 clusters Score -211432.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -211541.812500 Penalty: 3599.822998
	Iteration 2F: 3 clusters Score -211541.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -211599.375000 Penalty: 3599.822998
	Iteration 3Q: 3 clusters Score -211599.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -211626.343750 Penalty: 3599.822998
	Iteration 4Q: 3 clusters Score -211626.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -211643.843750 Penalty: 3599.822998
	Iteration 5Q: 3 clusters Score -211643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -211651.015625 Penalty: 3599.822998
	Iteration 6Q: 3 clusters Score -211651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -211654.562500 Penalty: 3599.822998
	Iteration 7Q: 3 clusters Score -211654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -211655.578125 Penalty: 3599.822998
	Iteration 8Q: 3 clusters Score -211655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -211655.578125 Penalty: 3599.822998
	Iteration 9F: 3 clusters Score -211655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Entering Unmasked Estep 
Score: -2167272.750000 Penalty: 2363.987305
	Iteration 0F: 2 clusters Score -2167273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2157161.500000 Penalty: 4727.974609
	Iteration 0F: 3 clusters Score -2157162 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2160267.750000 Penalty: 4727.974609
	Iteration 1F: 3 clusters Score -2160268 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2160759.500000 Penalty: 4727.974609
	Iteration 2F: 3 clusters Score -2160760 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2161383.750000 Penalty: 4727.974609
	Iteration 3F: 3 clusters Score -2161384 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2162179.500000 Penalty: 4727.974609
	Iteration 4F: 3 clusters Score -2162180 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2163047.250000 Penalty: 4727.974609
	Iteration 5F: 3 clusters Score -2163047 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2163873.250000 Penalty: 4727.974609
	Iteration 6F: 3 clusters Score -2163873 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2164657.250000 Penalty: 4727.974609
	Iteration 7F: 3 clusters Score -2164657 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2165308.000000 Penalty: 4727.974609
	Iteration 8F: 3 clusters Score -2165308 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2165800.000000 Penalty: 4727.974609
	Iteration 9Q: 3 clusters Score -2165800 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2166159.000000 Penalty: 4727.974609
	Iteration 10Q: 3 clusters Score -2166159 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2166414.000000 Penalty: 4727.974609
	Iteration 11Q: 3 clusters Score -2166414 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2166562.250000 Penalty: 4727.974609
	Iteration 12Q: 3 clusters Score -2166562 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2166639.750000 Penalty: 4727.974609
	Iteration 13Q: 3 clusters Score -2166640 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2166697.500000 Penalty: 4727.974609
	Iteration 14Q: 3 clusters Score -2166698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2166743.500000 Penalty: 4727.974609
	Iteration 15Q: 3 clusters Score -2166744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2166766.250000 Penalty: 4727.974609
	Iteration 16Q: 3 clusters Score -2166766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2166784.250000 Penalty: 4727.974609
	Iteration 17Q: 3 clusters Score -2166784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2166794.000000 Penalty: 4727.974609
	Iteration 18Q: 3 clusters Score -2166794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2166815.250000 Penalty: 4727.974609
	Iteration 19Q: 3 clusters Score -2166815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2166827.250000 Penalty: 4727.974609
	Iteration 20F: 3 clusters Score -2166827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2166835.750000 Penalty: 4727.974609
	Iteration 21Q: 3 clusters Score -2166836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2166846.750000 Penalty: 4727.974609
	Iteration 22Q: 3 clusters Score -2166847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2166855.500000 Penalty: 4727.974609
	Iteration 23Q: 3 clusters Score -2166856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2166858.000000 Penalty: 4727.974609
	Iteration 24Q: 3 clusters Score -2166858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2166857.250000 Penalty: 4727.974609
	Iteration 25Q: 3 clusters Score -2166857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2166859.750000 Penalty: 4727.974609
	Iteration 26Q: 3 clusters Score -2166860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2166856.500000 Penalty: 4727.974609
	Iteration 27Q: 3 clusters Score -2166856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2166858.500000 Penalty: 4727.974609
	Iteration 28Q: 3 clusters Score -2166858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2166863.000000 Penalty: 4727.974609
	Iteration 29Q: 3 clusters Score -2166863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2166858.750000 Penalty: 4727.974609
	Iteration 30Q: 3 clusters Score -2166859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2166861.000000 Penalty: 4727.974609
	Iteration 31Q: 3 clusters Score -2166861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2166862.500000 Penalty: 4727.974609
	Iteration 32Q: 3 clusters Score -2166862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2166862.500000 Penalty: 4727.974609
	Iteration 33F: 3 clusters Score -2166862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Entering Unmasked Estep 
Score: -2381394.500000 Penalty: 2387.318359
	Iteration 0F: 2 clusters Score -2381394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2370410.750000 Penalty: 4774.636719
	Iteration 0F: 3 clusters Score -2370411 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2373772.750000 Penalty: 4774.636719
	Iteration 1F: 3 clusters Score -2373773 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2374017.000000 Penalty: 4774.636719
	Iteration 2F: 3 clusters Score -2374017 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2374217.750000 Penalty: 4774.636719
	Iteration 3Q: 3 clusters Score -2374218 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2374399.000000 Penalty: 4774.636719
	Iteration 4Q: 3 clusters Score -2374399 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2374560.750000 Penalty: 4774.636719
	Iteration 5Q: 3 clusters Score -2374561 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2374762.250000 Penalty: 4774.636719
	Iteration 6Q: 3 clusters Score -2374762 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2374970.500000 Penalty: 4774.636719
	Iteration 7Q: 3 clusters Score -2374970 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2375235.750000 Penalty: 4774.636719
	Iteration 8Q: 3 clusters Score -2375236 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2375578.000000 Penalty: 4774.636719
	Iteration 9Q: 3 clusters Score -2375578 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2376023.750000 Penalty: 4774.636719
	Iteration 10F: 3 clusters Score -2376024 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2376558.250000 Penalty: 4774.636719
	Iteration 11F: 3 clusters Score -2376558 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2377139.250000 Penalty: 4774.636719
	Iteration 12F: 3 clusters Score -2377139 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2377719.750000 Penalty: 4774.636719
	Iteration 13Q: 3 clusters Score -2377720 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2378206.500000 Penalty: 4774.636719
	Iteration 14Q: 3 clusters Score -2378206 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2378588.000000 Penalty: 4774.636719
	Iteration 15Q: 3 clusters Score -2378588 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2378881.250000 Penalty: 4774.636719
	Iteration 16Q: 3 clusters Score -2378881 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2379166.250000 Penalty: 4774.636719
	Iteration 17Q: 3 clusters Score -2379166 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2379398.750000 Penalty: 4774.636719
	Iteration 18Q: 3 clusters Score -2379399 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2379533.000000 Penalty: 4774.636719
	Iteration 19Q: 3 clusters Score -2379533 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2379615.250000 Penalty: 4774.636719
	Iteration 20F: 3 clusters Score -2379615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2379648.000000 Penalty: 4774.636719
	Iteration 21Q: 3 clusters Score -2379648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2379670.750000 Penalty: 4774.636719
	Iteration 22Q: 3 clusters Score -2379671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2379698.750000 Penalty: 4774.636719
	Iteration 23Q: 3 clusters Score -2379699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2379708.500000 Penalty: 4774.636719
	Iteration 24Q: 3 clusters Score -2379708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2379719.000000 Penalty: 4774.636719
	Iteration 25Q: 3 clusters Score -2379719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2379725.750000 Penalty: 4774.636719
	Iteration 26Q: 3 clusters Score -2379726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2379728.000000 Penalty: 4774.636719
	Iteration 27Q: 3 clusters Score -2379728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2379726.000000 Penalty: 4774.636719
	Iteration 28Q: 3 clusters Score -2379726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2379729.500000 Penalty: 4774.636719
	Iteration 29Q: 3 clusters Score -2379730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2379734.000000 Penalty: 4774.636719
	Iteration 30Q: 3 clusters Score -2379734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2379734.500000 Penalty: 4774.636719
	Iteration 31Q: 3 clusters Score -2379734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2379732.000000 Penalty: 4774.636719
	Iteration 32Q: 3 clusters Score -2379732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2379735.250000 Penalty: 4774.636719
	Iteration 33Q: 3 clusters Score -2379735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2379739.000000 Penalty: 4774.636719
	Iteration 34Q: 3 clusters Score -2379739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2379738.250000 Penalty: 4774.636719
	Iteration 35Q: 3 clusters Score -2379738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2379738.250000 Penalty: 4774.636719
	Iteration 36F: 3 clusters Score -2379738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -114612.875000 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -114612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112823.875000 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -112823.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113145.812500 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -113145.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113269.523438 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -113269.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -113335.117188 Penalty: 3330.228516
	Iteration 3Q: 3 clusters Score -113335.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -113404.257812 Penalty: 3330.228516
	Iteration 4Q: 3 clusters Score -113404.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113481.992188 Penalty: 3330.228516
	Iteration 5Q: 3 clusters Score -113482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113556.929688 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -113556.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113618.757812 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -113618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113689.671875 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -113689.7 nChanged 22
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: -113738.765625 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -113738.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113787.718750 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -113787.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113834.671875 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -113834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113885.867188 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -113885.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -113928.226562 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -113928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -113971.671875 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -113971.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113998.476562 Penalty: 3330.228516
	Iteration 15Q: 3 clusters Score -113998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -114007.250000 Penalty: 3330.228516
	Iteration 16Q: 3 clusters Score -114007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -114010.320312 Penalty: 3330.228516
	Iteration 17Q: 3 clusters Score -114010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -114017.484375 Penalty: 3330.228516
	Iteration 18Q: 3 clusters Score -114017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -114029.304688 Penalty: 3330.228516
	Iteration 19Q: 3 clusters Score -114029.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -114044.250000 Penalty: 3330.228516
	Iteration 20F: 3 clusters Score -114044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -114094.562500 Penalty: 3330.228516
	Iteration 21Q: 3 clusters Score -114094.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114166.890625 Penalty: 3330.228516
	Iteration 22Q: 3 clusters Score -114166.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -114226.250000 Penalty: 3330.228516
	Iteration 23Q: 3 clusters Score -114226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -114267.515625 Penalty: 3330.228516
	Iteration 24Q: 3 clusters Score -114267.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -114289.695312 Penalty: 3330.228516
	Iteration 25Q: 3 clusters Score -114289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -114304.757812 Penalty: 3330.228516
	Iteration 26Q: 3 clusters Score -114304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -114332.265625 Penalty: 3330.228516
	Iteration 27Q: 3 clusters Score -114332.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -114363.570312 Penalty: 3330.228516
	Iteration 28Q: 3 clusters Score -114363.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114422.023438 Penalty: 3330.228516
	Iteration 29Q: 3 clusters Score -114422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -114440.671875 Penalty: 3330.228516
	Iteration 30Q: 3 clusters Score -114440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -114451.882812 Penalty: 3330.228516
	Iteration 31Q: 3 clusters Score -114451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -114452.320312 Penalty: 3330.228516
	Iteration 32Q: 3 clusters Score -114452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -114454.054688 Penalty: 3330.228516
	Iteration 33Q: 3 clusters Score -114454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -114454.593750 Penalty: 3330.228516
	Iteration 34Q: 3 clusters Score -114454.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -114457.796875 Penalty: 3330.228516
	Iteration 35F: 3 clusters Score -114457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -114468.328125 Penalty: 3330.228516
	Iteration 36Q: 3 clusters Score -114468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -114468.328125 Penalty: 3330.228516
	Iteration 37F: 3 clusters Score -114468.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -52265.230469 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -52265.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50996.085938 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -50996.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -51417.316406 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -51417.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51627.371094 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -51627.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51731.773438 Penalty: 2942.393555
	Iteration 3F: 3 clusters Score -51731.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51841.070312 Penalty: 2942.393555
	Iteration 4F: 3 clusters Score -51841.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51894.964844 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -51894.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51933.277344 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -51933.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51988.957031 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -51988.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -52024.851562 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -52024.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -52040.082031 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -52040.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52044.421875 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -52044.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -52044.421875 Penalty: 2942.393555
	Iteration 11F: 3 clusters Score -52044.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -144494.578125 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -144494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -142557.734375 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -142557.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -142855.453125 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -142855.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142931.593750 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -142931.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -142967.468750 Penalty: 3431.672852
	Iteration 3Q: 3 clusters Score -142967.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -142984.265625 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -142984.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142991.281250 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -142991.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -142995.609375 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -142995.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -142999.812500 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -142999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -143001.671875 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -143001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -143005.484375 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -143005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -143010.546875 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -143010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143014.312500 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -143014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -143014.968750 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -143015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143017.437500 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -143017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143017.437500 Penalty: 3431.672852
	Iteration 14F: 3 clusters Score -143017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -1330682.750000 Penalty: 2245.691162
	Iteration 0F: 2 clusters Score -1330683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1323963.500000 Penalty: 4491.382324
	Iteration 0F: 3 clusters Score -1323964 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1325912.250000 Penalty: 4491.382324
	Iteration 1F: 3 clusters Score -1325912 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1326319.250000 Penalty: 4491.382324
	Iteration 2F: 3 clusters Score -1326319 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1326648.625000 Penalty: 4491.382324
	Iteration 3F: 3 clusters Score -1326649 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1326948.000000 Penalty: 4491.382324
	Iteration 4F: 3 clusters Score -1326948 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1327230.625000 Penalty: 4491.382324
	Iteration 5F: 3 clusters Score -1327231 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1327482.625000 Penalty: 4491.382324
	Iteration 6Q: 3 clusters Score -1327483 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1327713.000000 Penalty: 4491.382324
	Iteration 7Q: 3 clusters Score -1327713 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1327932.250000 Penalty: 4491.382324
	Iteration 8Q: 3 clusters Score -1327932 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1328120.375000 Penalty: 4491.382324
	Iteration 9Q: 3 clusters Score -1328120 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1328287.000000 Penalty: 4491.382324
	Iteration 10Q: 3 clusters Score -1328287 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1328436.125000 Penalty: 4491.382324
	Iteration 11Q: 3 clusters Score -1328436 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1328561.375000 Penalty: 4491.382324
	Iteration 12Q: 3 clusters Score -1328561 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1328707.125000 Penalty: 4491.382324
	Iteration 13Q: 3 clusters Score -1328707 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1328846.875000 Penalty: 4491.382324
	Iteration 14Q: 3 clusters Score -1328847 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1328983.750000 Penalty: 4491.382324
	Iteration 15Q: 3 clusters Score -1328984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1329098.125000 Penalty: 4491.382324
	Iteration 16Q: 3 clusters Score -1329098 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1329204.625000 Penalty: 4491.382324
	Iteration 17Q: 3 clusters Score -1329205 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1329293.875000 Penalty: 4491.382324
	Iteration 18Q: 3 clusters Score -1329294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1329364.000000 Penalty: 4491.382324
	Iteration 19Q: 3 clusters Score -1329364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1329414.250000 Penalty: 4491.382324
	Iteration 20F: 3 clusters Score -1329414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1329444.250000 Penalty: 4491.382324
	Iteration 21Q: 3 clusters Score -1329444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1329469.375000 Penalty: 4491.382324
	Iteration 22Q: 3 clusters Score -1329469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1329499.500000 Penalty: 4491.382324
	Iteration 23Q: 3 clusters Score -1329500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1329519.500000 Penalty: 4491.382324
	Iteration 24Q: 3 clusters Score -1329520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1329543.000000 Penalty: 4491.382324
	Iteration 25Q: 3 clusters Score -1329543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1329554.250000 Penalty: 4491.382324
	Iteration 26Q: 3 clusters Score -1329554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1329563.750000 Penalty: 4491.382324
	Iteration 27Q: 3 clusters Score -1329564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1329573.750000 Penalty: 4491.382324
	Iteration 28Q: 3 clusters Score -1329574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1329578.250000 Penalty: 4491.382324
	Iteration 29Q: 3 clusters Score -1329578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1329581.375000 Penalty: 4491.382324
	Iteration 30Q: 3 clusters Score -1329581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1329587.000000 Penalty: 4491.382324
	Iteration 31Q: 3 clusters Score -1329587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1329587.625000 Penalty: 4491.382324
	Iteration 32Q: 3 clusters Score -1329588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1329588.375000 Penalty: 4491.382324
	Iteration 33Q: 3 clusters Score -1329588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1329590.000000 Penalty: 4491.382324
	Iteration 34Q: 3 clusters Score -1329590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1329590.125000 Penalty: 4491.382324
	Iteration 35Q: 3 clusters Score -1329590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1329592.375000 Penalty: 4491.382324
	Iteration 36Q: 3 clusters Score -1329592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1329593.375000 Penalty: 4491.382324
	Iteration 37Q: 3 clusters Score -1329593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1329596.500000 Penalty: 4491.382324
	Iteration 38Q: 3 clusters Score -1329596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1329600.250000 Penalty: 4491.382324
	Iteration 39Q: 3 clusters Score -1329600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1329601.625000 Penalty: 4491.382324
	Iteration 40F: 3 clusters Score -1329602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1329604.375000 Penalty: 4491.382324
	Iteration 41Q: 3 clusters Score -1329604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1329606.500000 Penalty: 4491.382324
	Iteration 42Q: 3 clusters Score -1329606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1329606.750000 Penalty: 4491.382324
	Iteration 43Q: 3 clusters Score -1329607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1329607.000000 Penalty: 4491.382324
	Iteration 44Q: 3 clusters Score -1329607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1329605.750000 Penalty: 4491.382324
	Iteration 45Q: 3 clusters Score -1329606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1329605.750000 Penalty: 4491.382324
	Iteration 46F: 3 clusters Score -1329606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -12556.508789 Penalty: 1250.769409
	Iteration 0F: 2 clusters Score -12556.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11984.166992 Penalty: 2501.538818
	Iteration 0F: 3 clusters Score -11984.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12160.437500 Penalty: 2501.538818
	Iteration 1F: 3 clusters Score -12160.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12223.127930 Penalty: 2501.538818
	Iteration 2F: 3 clusters Score -12223.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12389.971680 Penalty: 2501.538818
	Iteration 3Q: 3 clusters Score -12389.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12401.531250 Penalty: 2501.538818
	Iteration 4Q: 3 clusters Score -12401.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12417.277344 Penalty: 2501.538818
	Iteration 5Q: 3 clusters Score -12417.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12438.015625 Penalty: 2501.538818
	Iteration 6Q: 3 clusters Score -12438.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12438.015625 Penalty: 2501.538818
	Iteration 7F: 3 clusters Score -12438.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22357 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33985 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107017 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22935 members 
Mstep: Class 15 contains 2678 members 
Mstep: Class 16 contains 6154 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103828 members 
Mstep: Class 29 contains 136488 members 
Mstep: Class 30 contains 15779 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15158 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730048.000000 Penalty: 128097.218750
Iteration 279Q: 40 clusters Score -8.673005e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22359 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107015 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22942 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6153 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3348 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103840 members 
Mstep: Class 29 contains 136473 members 
Mstep: Class 30 contains 15777 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15158 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730016.000000 Penalty: 128097.218750
Iteration 280F: 40 clusters Score -8.673002e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107011 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22951 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103842 members 
Mstep: Class 29 contains 136459 members 
Mstep: Class 30 contains 15777 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1419 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15158 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730048.000000 Penalty: 128097.218750
Iteration 281Q: 40 clusters Score -8.673005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22963 members 
Mstep: Class 15 contains 2677 members 
Mstep: Class 16 contains 6158 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103837 members 
Mstep: Class 29 contains 136442 members 
Mstep: Class 30 contains 15778 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15158 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730008.000000 Penalty: 128097.218750
Iteration 282Q: 40 clusters Score -8.673001e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 107017 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 22978 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12608 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103835 members 
Mstep: Class 29 contains 136427 members 
Mstep: Class 30 contains 15778 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1418 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15159 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730008.000000 Penalty: 128097.218750
Iteration 283Q: 40 clusters Score -8.673001e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 22994 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6158 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103841 members 
Mstep: Class 29 contains 136408 members 
Mstep: Class 30 contains 15778 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1417 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15159 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729976.000000 Penalty: 128097.218750
Iteration 284Q: 40 clusters Score -8.672998e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107023 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23006 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6158 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 9537 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103847 members 
Mstep: Class 29 contains 136389 members 
Mstep: Class 30 contains 15777 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1416 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15157 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729944.000000 Penalty: 128097.218750
Iteration 285Q: 40 clusters Score -8.672994e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107020 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23017 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1921 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103852 members 
Mstep: Class 29 contains 136382 members 
Mstep: Class 30 contains 15774 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1414 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15157 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730048.000000 Penalty: 128097.218750
Iteration 286Q: 40 clusters Score -8.673005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22362 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107020 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23024 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 9533 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103850 members 
Mstep: Class 29 contains 136378 members 
Mstep: Class 30 contains 15774 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1412 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15158 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8563 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730008.000000 Penalty: 128097.218750
Iteration 287Q: 40 clusters Score -8.673001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107017 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23030 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103859 members 
Mstep: Class 29 contains 136367 members 
Mstep: Class 30 contains 15773 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1411 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15159 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730064.000000 Penalty: 128097.218750
Iteration 288Q: 40 clusters Score -8.673006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22360 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107012 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23031 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103864 members 
Mstep: Class 29 contains 136367 members 
Mstep: Class 30 contains 15772 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1410 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15161 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730032.000000 Penalty: 128097.218750
Iteration 289Q: 40 clusters Score -8.673003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23035 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103865 members 
Mstep: Class 29 contains 136361 members 
Mstep: Class 30 contains 15771 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1409 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15161 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730032.000000 Penalty: 128097.218750
Iteration 290Q: 40 clusters Score -8.673003e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107013 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23038 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103866 members 
Mstep: Class 29 contains 136360 members 
Mstep: Class 30 contains 15771 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15161 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730032.000000 Penalty: 128097.218750
Iteration 291Q: 40 clusters Score -8.673003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23040 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103865 members 
Mstep: Class 29 contains 136358 members 
Mstep: Class 30 contains 15771 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15161 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730032.000000 Penalty: 128097.218750
Iteration 292Q: 40 clusters Score -8.673003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22361 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107013 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23041 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103863 members 
Mstep: Class 29 contains 136360 members 
Mstep: Class 30 contains 15770 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15161 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729960.000000 Penalty: 128097.218750
Iteration 293Q: 40 clusters Score -8.672996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107012 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23043 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103861 members 
Mstep: Class 29 contains 136360 members 
Mstep: Class 30 contains 15770 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15161 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729960.000000 Penalty: 128097.218750
Iteration 294Q: 40 clusters Score -8.672996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107010 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23046 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3351 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103860 members 
Mstep: Class 29 contains 136358 members 
Mstep: Class 30 contains 15770 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729936.000000 Penalty: 128097.218750
Iteration 295Q: 40 clusters Score -8.672994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107013 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23050 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3352 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103857 members 
Mstep: Class 29 contains 136353 members 
Mstep: Class 30 contains 15770 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729920.000000 Penalty: 128097.218750
Iteration 296Q: 40 clusters Score -8.672992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107008 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23052 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103859 members 
Mstep: Class 29 contains 136354 members 
Mstep: Class 30 contains 15770 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729952.000000 Penalty: 128097.218750
Iteration 297Q: 40 clusters Score -8.672995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107006 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23053 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103858 members 
Mstep: Class 29 contains 136354 members 
Mstep: Class 30 contains 15770 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729992.000000 Penalty: 128097.218750
Iteration 298Q: 40 clusters Score -8.672999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107007 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23055 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103857 members 
Mstep: Class 29 contains 136352 members 
Mstep: Class 30 contains 15770 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730016.000000 Penalty: 128097.218750
Iteration 299Q: 40 clusters Score -8.673002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107007 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23055 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103856 members 
Mstep: Class 29 contains 136355 members 
Mstep: Class 30 contains 15769 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730064.000000 Penalty: 128097.218750
Iteration 300F: 40 clusters Score -8.673006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107009 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23055 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103854 members 
Mstep: Class 29 contains 136356 members 
Mstep: Class 30 contains 15769 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730096.000000 Penalty: 128097.218750
Iteration 301Q: 40 clusters Score -8.67301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107010 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23055 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103853 members 
Mstep: Class 29 contains 136355 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730064.000000 Penalty: 128097.218750
Iteration 302Q: 40 clusters Score -8.673006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107012 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23056 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103852 members 
Mstep: Class 29 contains 136353 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730056.000000 Penalty: 128097.218750
Iteration 303Q: 40 clusters Score -8.673006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107015 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103851 members 
Mstep: Class 29 contains 136351 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730048.000000 Penalty: 128097.218750
Iteration 304Q: 40 clusters Score -8.673005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103851 members 
Mstep: Class 29 contains 136350 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730048.000000 Penalty: 128097.218750
Iteration 305Q: 40 clusters Score -8.673005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107019 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103852 members 
Mstep: Class 29 contains 136346 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730008.000000 Penalty: 128097.218750
Iteration 306Q: 40 clusters Score -8.673001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107023 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103851 members 
Mstep: Class 29 contains 136343 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730008.000000 Penalty: 128097.218750
Iteration 307Q: 40 clusters Score -8.673001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107025 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103850 members 
Mstep: Class 29 contains 136342 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730016.000000 Penalty: 128097.218750
Iteration 308Q: 40 clusters Score -8.673002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107026 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103852 members 
Mstep: Class 29 contains 136339 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730000.000000 Penalty: 128097.218750
Iteration 309Q: 40 clusters Score -8.673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107028 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103852 members 
Mstep: Class 29 contains 136337 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729976.000000 Penalty: 128097.218750
Iteration 310Q: 40 clusters Score -8.672998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107031 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23057 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103852 members 
Mstep: Class 29 contains 136334 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730000.000000 Penalty: 128097.218750
Iteration 311Q: 40 clusters Score -8.673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107030 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23059 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103853 members 
Mstep: Class 29 contains 136331 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730008.000000 Penalty: 128097.218750
Iteration 312Q: 40 clusters Score -8.673001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 107030 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23060 members 
Mstep: Class 15 contains 2675 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103854 members 
Mstep: Class 29 contains 136329 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8564 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729952.000000 Penalty: 128097.218750
Iteration 313Q: 40 clusters Score -8.672995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107033 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23062 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103852 members 
Mstep: Class 29 contains 136326 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729936.000000 Penalty: 128097.218750
Iteration 314Q: 40 clusters Score -8.672994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107032 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23066 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103853 members 
Mstep: Class 29 contains 136322 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729936.000000 Penalty: 128097.218750
Iteration 315Q: 40 clusters Score -8.672994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107031 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23068 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103854 members 
Mstep: Class 29 contains 136318 members 
Mstep: Class 30 contains 15768 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729968.000000 Penalty: 128097.218750
Iteration 316Q: 40 clusters Score -8.672997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107031 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103856 members 
Mstep: Class 29 contains 136317 members 
Mstep: Class 30 contains 15767 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729992.000000 Penalty: 128097.218750
Iteration 317Q: 40 clusters Score -8.672999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22363 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33991 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107032 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6155 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103857 members 
Mstep: Class 29 contains 136315 members 
Mstep: Class 30 contains 15766 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730016.000000 Penalty: 128097.218750
Iteration 318Q: 40 clusters Score -8.673002e+07 nChanged 12
Entering ConstructFrom: 
Score: -86730016.000000 Penalty: 128097.218750
Entering ConstructFrom: 
Trying to split cluster 1 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -249229.468750 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -249229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -246838.328125 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -246838.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -247309.750000 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -247309.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -247433.421875 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -247433.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -247546.796875 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -247546.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -247678.359375 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -247678.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -247817.718750 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -247817.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -247940.046875 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -247940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -248024.328125 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -248024.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -248098.250000 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -248098.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -248140.250000 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -248140.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -248182.875000 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -248182.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -248224.015625 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -248224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -248247.718750 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -248247.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -248268.656250 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -248268.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -248280.171875 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -248280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -248287.390625 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -248287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -248289.890625 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -248289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -248291.140625 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -248291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -248291.140625 Penalty: 3697.541016
	Iteration 18F: 3 clusters Score -248291.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -140981.906250 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -140981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -139070.187500 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -139070.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -139422.421875 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -139422.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -139556.312500 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -139556.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -139625.281250 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -139625.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139679.125000 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -139679.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139735.000000 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -139735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139787.312500 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -139787.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139850.109375 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -139850.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139913.218750 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -139913.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139961.593750 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -139961.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -140055.750000 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -140055.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140145.562500 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -140145.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -140191.687500 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -140191.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -140228.453125 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -140228.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -140245.031250 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -140245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140251.093750 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -140251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -140254.343750 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -140254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -140257.812500 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -140257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140269.796875 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -140269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -140273.953125 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -140274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140274.625000 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -140274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -136080.937500 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -136080.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -134135.375000 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -134135.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134595.500000 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -134595.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134797.796875 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -134797.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -134935.062500 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -134935.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135058.406250 Penalty: 3443.788818
	Iteration 4F: 3 clusters Score -135058.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -135168.375000 Penalty: 3443.788818
	Iteration 5Q: 3 clusters Score -135168.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -135244.953125 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -135245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -135309.640625 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -135309.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -135341.765625 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -135341.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -135361.875000 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -135361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -135367.078125 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -135367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -135374.828125 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -135374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -135382.890625 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -135382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -135389.890625 Penalty: 3443.788818
	Iteration 13Q: 3 clusters Score -135389.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -135402.578125 Penalty: 3443.788818
	Iteration 14Q: 3 clusters Score -135402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -135431.031250 Penalty: 3443.788818
	Iteration 15Q: 3 clusters Score -135431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -135446.046875 Penalty: 3443.788818
	Iteration 16Q: 3 clusters Score -135446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -135453.015625 Penalty: 3443.788818
	Iteration 17Q: 3 clusters Score -135453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -135464.671875 Penalty: 3443.788818
	Iteration 18Q: 3 clusters Score -135464.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -135482.250000 Penalty: 3443.788818
	Iteration 19Q: 3 clusters Score -135482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -135496.953125 Penalty: 3443.788818
	Iteration 20F: 3 clusters Score -135497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -135509.640625 Penalty: 3443.788818
	Iteration 21Q: 3 clusters Score -135509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -135515.765625 Penalty: 3443.788818
	Iteration 22Q: 3 clusters Score -135515.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135527.531250 Penalty: 3443.788818
	Iteration 23Q: 3 clusters Score -135527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -135531.593750 Penalty: 3443.788818
	Iteration 24Q: 3 clusters Score -135531.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -135539.859375 Penalty: 3443.788818
	Iteration 25Q: 3 clusters Score -135539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -135555.078125 Penalty: 3443.788818
	Iteration 26Q: 3 clusters Score -135555.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -135590.890625 Penalty: 3443.788818
	Iteration 27Q: 3 clusters Score -135590.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -135635.156250 Penalty: 3443.788818
	Iteration 28Q: 3 clusters Score -135635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -135659.656250 Penalty: 3443.788818
	Iteration 29Q: 3 clusters Score -135659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -135685.781250 Penalty: 3443.788818
	Iteration 30Q: 3 clusters Score -135685.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -135747.484375 Penalty: 3443.788818
	Iteration 31Q: 3 clusters Score -135747.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -135787.359375 Penalty: 3443.788818
	Iteration 32Q: 3 clusters Score -135787.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -135813.515625 Penalty: 3443.788818
	Iteration 33Q: 3 clusters Score -135813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -135852.546875 Penalty: 3443.788818
	Iteration 34Q: 3 clusters Score -135852.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -135896.718750 Penalty: 3443.788818
	Iteration 35Q: 3 clusters Score -135896.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -135991.109375 Penalty: 3443.788818
	Iteration 36Q: 3 clusters Score -135991.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -136086.031250 Penalty: 3443.788818
	Iteration 37Q: 3 clusters Score -136086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -136172.593750 Penalty: 3443.788818
	Iteration 38Q: 3 clusters Score -136172.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136239.312500 Penalty: 3443.788818
	Iteration 39Q: 3 clusters Score -136239.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -136311.906250 Penalty: 3443.788818
	Iteration 40F: 3 clusters Score -136311.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -136397.765625 Penalty: 3443.788818
	Iteration 41Q: 3 clusters Score -136397.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -136446.015625 Penalty: 3443.788818
	Iteration 42Q: 3 clusters Score -136446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136465.812500 Penalty: 3443.788818
	Iteration 43Q: 3 clusters Score -136465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -136478.984375 Penalty: 3443.788818
	Iteration 44Q: 3 clusters Score -136479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -136499.046875 Penalty: 3443.788818
	Iteration 45Q: 3 clusters Score -136499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -136506.781250 Penalty: 3443.788818
	Iteration 46Q: 3 clusters Score -136506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136508.875000 Penalty: 3443.788818
	Iteration 47Q: 3 clusters Score -136508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136509.750000 Penalty: 3443.788818
	Iteration 48Q: 3 clusters Score -136509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -136509.750000 Penalty: 3443.788818
	Iteration 49F: 3 clusters Score -136509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 530 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33991 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107031 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103862 members 
Mstep: Class 29 contains 136310 members 
Mstep: Class 30 contains 15765 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 506 members 
Entering Unmasked Estep 
Score: -86728872.000000 Penalty: 131381.765625
Splitting cluster 3 changes total score from -86730016.000000 to -86728872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Entering Unmasked Estep 
Score: -3543063.000000 Penalty: 2483.771729
	Iteration 0F: 2 clusters Score -3543063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -3527543.750000 Penalty: 4967.543457
	Iteration 0F: 3 clusters Score -3527544 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3532787.000000 Penalty: 4967.543457
	Iteration 1F: 3 clusters Score -3532787 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3533377.500000 Penalty: 4967.543457
	Iteration 2F: 3 clusters Score -3533378 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3534061.500000 Penalty: 4967.543457
	Iteration 3F: 3 clusters Score -3534062 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3534736.500000 Penalty: 4967.543457
	Iteration 4F: 3 clusters Score -3534736 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3535422.250000 Penalty: 4967.543457
	Iteration 5F: 3 clusters Score -3535422 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3536156.500000 Penalty: 4967.543457
	Iteration 6F: 3 clusters Score -3536156 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3537037.250000 Penalty: 4967.543457
	Iteration 7F: 3 clusters Score -3537037 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3537946.250000 Penalty: 4967.543457
	Iteration 8F: 3 clusters Score -3537946 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3538938.000000 Penalty: 4967.543457
	Iteration 9F: 3 clusters Score -3538938 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3539830.250000 Penalty: 4967.543457
	Iteration 10Q: 3 clusters Score -3539830 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3540580.500000 Penalty: 4967.543457
	Iteration 11Q: 3 clusters Score -3540580 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3541059.000000 Penalty: 4967.543457
	Iteration 12Q: 3 clusters Score -3541059 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3541387.250000 Penalty: 4967.543457
	Iteration 13Q: 3 clusters Score -3541387 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3541614.500000 Penalty: 4967.543457
	Iteration 14Q: 3 clusters Score -3541614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3541738.250000 Penalty: 4967.543457
	Iteration 15Q: 3 clusters Score -3541738 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3541806.250000 Penalty: 4967.543457
	Iteration 16Q: 3 clusters Score -3541806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3541835.750000 Penalty: 4967.543457
	Iteration 17Q: 3 clusters Score -3541836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3541853.500000 Penalty: 4967.543457
	Iteration 18Q: 3 clusters Score -3541854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3541873.500000 Penalty: 4967.543457
	Iteration 19Q: 3 clusters Score -3541874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3541884.000000 Penalty: 4967.543457
	Iteration 20F: 3 clusters Score -3541884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3541894.250000 Penalty: 4967.543457
	Iteration 21Q: 3 clusters Score -3541894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -3541893.750000 Penalty: 4967.543457
	Iteration 22Q: 3 clusters Score -3541894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3541895.500000 Penalty: 4967.543457
	Iteration 23Q: 3 clusters Score -3541896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3541897.250000 Penalty: 4967.543457
	Iteration 24Q: 3 clusters Score -3541897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3541898.250000 Penalty: 4967.543457
	Iteration 25Q: 3 clusters Score -3541898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3541903.750000 Penalty: 4967.543457
	Iteration 26Q: 3 clusters Score -3541904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3541909.750000 Penalty: 4967.543457
	Iteration 27Q: 3 clusters Score -3541910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3541908.000000 Penalty: 4967.543457
	Iteration 28Q: 3 clusters Score -3541908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3541905.250000 Penalty: 4967.543457
	Iteration 29Q: 3 clusters Score -3541905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3541912.750000 Penalty: 4967.543457
	Iteration 30Q: 3 clusters Score -3541913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3541915.500000 Penalty: 4967.543457
	Iteration 31Q: 3 clusters Score -3541916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3541912.750000 Penalty: 4967.543457
	Iteration 32Q: 3 clusters Score -3541913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3541914.250000 Penalty: 4967.543457
	Iteration 33Q: 3 clusters Score -3541914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3541915.000000 Penalty: 4967.543457
	Iteration 34Q: 3 clusters Score -3541915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3541910.750000 Penalty: 4967.543457
	Iteration 35Q: 3 clusters Score -3541911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3541910.750000 Penalty: 4967.543457
	Iteration 36Q: 3 clusters Score -3541911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3541911.750000 Penalty: 4967.543457
	Iteration 37Q: 3 clusters Score -3541912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3541911.750000 Penalty: 4967.543457
	Iteration 38F: 3 clusters Score -3541912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -81021.015625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -81021.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79451.210938 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -79451.21 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79790.437500 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -79790.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79952.070312 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -79952.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80027.062500 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -80027.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80075.523438 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -80075.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80111.601562 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -80111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80121.031250 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -80121.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80123.507812 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -80123.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80126.421875 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -80126.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80128.929688 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -80128.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80128.929688 Penalty: 3192.330566
	Iteration 10F: 3 clusters Score -80128.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -119065.375000 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -119065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117273.656250 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -117273.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117693.781250 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -117693.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118030.468750 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -118030.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118316.703125 Penalty: 3356.031006
	Iteration 3F: 3 clusters Score -118316.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118448.250000 Penalty: 3356.031006
	Iteration 4F: 3 clusters Score -118448.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118541.007812 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -118541 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118640.734375 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -118640.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118741.359375 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -118741.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118811.750000 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -118811.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118838.875000 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -118838.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118850.781250 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -118850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118871.179688 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -118871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118873.296875 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -118873.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118873.296875 Penalty: 3356.031006
	Iteration 13F: 3 clusters Score -118873.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -256713.140625 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -256713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -254261.140625 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -254261.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -254856.750000 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -254856.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -255267.875000 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -255267.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -255518.015625 Penalty: 3711.968018
	Iteration 3F: 3 clusters Score -255518 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255677.031250 Penalty: 3711.968018
	Iteration 4F: 3 clusters Score -255677 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -255790.109375 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -255790.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -255862.843750 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -255862.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -255912.250000 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -255912.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -255945.828125 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -255945.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -255968.875000 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -255968.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -255979.078125 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -255979.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -255988.781250 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -255988.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -255996.343750 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -255996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -255999.328125 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -255999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -256000.093750 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -256000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -256001.578125 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -256001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -256001.578125 Penalty: 3711.968018
	Iteration 16F: 3 clusters Score -256001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Entering Unmasked Estep 
Score: -5270590.000000 Penalty: 2587.595215
	Iteration 0F: 2 clusters Score -5270590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -5247396.000000 Penalty: 5175.190430
	Iteration 0F: 3 clusters Score -5247396 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -5256032.500000 Penalty: 5175.190430
	Iteration 1F: 3 clusters Score -5256032 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -5256661.500000 Penalty: 5175.190430
	Iteration 2Q: 3 clusters Score -5256662 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5257246.000000 Penalty: 5175.190430
	Iteration 3Q: 3 clusters Score -5257246 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -5257961.000000 Penalty: 5175.190430
	Iteration 4Q: 3 clusters Score -5257961 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -5258972.000000 Penalty: 5175.190430
	Iteration 5F: 3 clusters Score -5258972 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -5260308.000000 Penalty: 5175.190430
	Iteration 6F: 3 clusters Score -5260308 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -5262034.500000 Penalty: 5175.190430
	Iteration 7F: 3 clusters Score -5262034 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -5263993.000000 Penalty: 5175.190430
	Iteration 8F: 3 clusters Score -5263993 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5265838.000000 Penalty: 5175.190430
	Iteration 9F: 3 clusters Score -5265838 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5267081.500000 Penalty: 5175.190430
	Iteration 10Q: 3 clusters Score -5267082 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5267705.500000 Penalty: 5175.190430
	Iteration 11Q: 3 clusters Score -5267706 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5268003.500000 Penalty: 5175.190430
	Iteration 12Q: 3 clusters Score -5268004 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5268168.000000 Penalty: 5175.190430
	Iteration 13Q: 3 clusters Score -5268168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5268247.500000 Penalty: 5175.190430
	Iteration 14Q: 3 clusters Score -5268248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5268281.500000 Penalty: 5175.190430
	Iteration 15Q: 3 clusters Score -5268282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5268290.000000 Penalty: 5175.190430
	Iteration 16Q: 3 clusters Score -5268290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5268304.500000 Penalty: 5175.190430
	Iteration 17Q: 3 clusters Score -5268304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5268325.500000 Penalty: 5175.190430
	Iteration 18Q: 3 clusters Score -5268326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5268337.500000 Penalty: 5175.190430
	Iteration 19Q: 3 clusters Score -5268338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5268345.500000 Penalty: 5175.190430
	Iteration 20F: 3 clusters Score -5268346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5268344.500000 Penalty: 5175.190430
	Iteration 21Q: 3 clusters Score -5268344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5268347.500000 Penalty: 5175.190430
	Iteration 22Q: 3 clusters Score -5268348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5268347.500000 Penalty: 5175.190430
	Iteration 23Q: 3 clusters Score -5268348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5268346.000000 Penalty: 5175.190430
	Iteration 24Q: 3 clusters Score -5268346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5268351.500000 Penalty: 5175.190430
	Iteration 25Q: 3 clusters Score -5268352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5268354.500000 Penalty: 5175.190430
	Iteration 26Q: 3 clusters Score -5268354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5268356.000000 Penalty: 5175.190430
	Iteration 27Q: 3 clusters Score -5268356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5268356.000000 Penalty: 5175.190430
	Iteration 28F: 3 clusters Score -5268356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -882459.187500 Penalty: 2154.569336
	Iteration 0F: 2 clusters Score -882459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -877368.562500 Penalty: 4309.138672
	Iteration 0F: 3 clusters Score -877368.6 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -878736.937500 Penalty: 4309.138672
	Iteration 1F: 3 clusters Score -878736.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -878986.062500 Penalty: 4309.138672
	Iteration 2F: 3 clusters Score -878986.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -879150.812500 Penalty: 4309.138672
	Iteration 3Q: 3 clusters Score -879150.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -879284.500000 Penalty: 4309.138672
	Iteration 4Q: 3 clusters Score -879284.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -879404.562500 Penalty: 4309.138672
	Iteration 5Q: 3 clusters Score -879404.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -879529.812500 Penalty: 4309.138672
	Iteration 6Q: 3 clusters Score -879529.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -879664.125000 Penalty: 4309.138672
	Iteration 7Q: 3 clusters Score -879664.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -879786.062500 Penalty: 4309.138672
	Iteration 8Q: 3 clusters Score -879786.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -879900.750000 Penalty: 4309.138672
	Iteration 9Q: 3 clusters Score -879900.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -880005.187500 Penalty: 4309.138672
	Iteration 10Q: 3 clusters Score -880005.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -880119.125000 Penalty: 4309.138672
	Iteration 11Q: 3 clusters Score -880119.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -880240.687500 Penalty: 4309.138672
	Iteration 12Q: 3 clusters Score -880240.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -880360.125000 Penalty: 4309.138672
	Iteration 13Q: 3 clusters Score -880360.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -880469.750000 Penalty: 4309.138672
	Iteration 14Q: 3 clusters Score -880469.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -880560.562500 Penalty: 4309.138672
	Iteration 15Q: 3 clusters Score -880560.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -880631.625000 Penalty: 4309.138672
	Iteration 16Q: 3 clusters Score -880631.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -880689.125000 Penalty: 4309.138672
	Iteration 17Q: 3 clusters Score -880689.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -880743.187500 Penalty: 4309.138672
	Iteration 18Q: 3 clusters Score -880743.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -880794.625000 Penalty: 4309.138672
	Iteration 19Q: 3 clusters Score -880794.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -880832.562500 Penalty: 4309.138672
	Iteration 20F: 3 clusters Score -880832.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -880861.000000 Penalty: 4309.138672
	Iteration 21Q: 3 clusters Score -880861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -880880.312500 Penalty: 4309.138672
	Iteration 22Q: 3 clusters Score -880880.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -880893.937500 Penalty: 4309.138672
	Iteration 23Q: 3 clusters Score -880893.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -880902.187500 Penalty: 4309.138672
	Iteration 24Q: 3 clusters Score -880902.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -880911.250000 Penalty: 4309.138672
	Iteration 25Q: 3 clusters Score -880911.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -880918.562500 Penalty: 4309.138672
	Iteration 26Q: 3 clusters Score -880918.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -880925.250000 Penalty: 4309.138672
	Iteration 27Q: 3 clusters Score -880925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -880928.750000 Penalty: 4309.138672
	Iteration 28Q: 3 clusters Score -880928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -880931.375000 Penalty: 4309.138672
	Iteration 29Q: 3 clusters Score -880931.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -880935.375000 Penalty: 4309.138672
	Iteration 30Q: 3 clusters Score -880935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -880942.562500 Penalty: 4309.138672
	Iteration 31Q: 3 clusters Score -880942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -880948.437500 Penalty: 4309.138672
	Iteration 32Q: 3 clusters Score -880948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -880948.437500 Penalty: 4309.138672
	Iteration 33Q: 3 clusters Score -880948.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -880949.750000 Penalty: 4309.138672
	Iteration 34Q: 3 clusters Score -880949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -880949.375000 Penalty: 4309.138672
	Iteration 35Q: 3 clusters Score -880949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -880949.375000 Penalty: 4309.138672
	Iteration 36F: 3 clusters Score -880949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -76781.804688 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -76781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75251.882812 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -75251.88 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75491.945312 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -75491.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75609.765625 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -75609.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75661.031250 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -75661.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75688.125000 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -75688.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75708.351562 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -75708.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75722.718750 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -75722.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75735.593750 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -75735.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75767.273438 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -75767.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75810.507812 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -75810.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75839.843750 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -75839.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75857.679688 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -75857.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75869.359375 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -75869.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75886.523438 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -75886.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75895.062500 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -75895.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75895.671875 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -75895.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75903.984375 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -75903.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75907.265625 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -75907.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75910.484375 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -75910.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75911.679688 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -75911.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75917.210938 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -75917.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75921.921875 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -75921.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75931.421875 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -75931.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75934.601562 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -75934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75940.484375 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -75940.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75942.851562 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -75942.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75942.851562 Penalty: 3116.930664
	Iteration 26F: 3 clusters Score -75942.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -983669.000000 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -983669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -978134.937500 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -978134.9 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -979635.562500 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -979635.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -979922.500000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -979922.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -980144.500000 Penalty: 4367.094238
	Iteration 3F: 3 clusters Score -980144.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -980343.500000 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -980343.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -980527.312500 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -980527.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -980733.437500 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -980733.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -980947.125000 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -980947.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -981185.125000 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -981185.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -981409.875000 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -981409.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -981615.937500 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -981615.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -981778.000000 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -981778 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -981889.500000 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -981889.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -981963.562500 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -981963.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -982022.500000 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -982022.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -982084.312500 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -982084.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -982150.812500 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -982150.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -982225.562500 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -982225.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -982301.875000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -982301.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -982410.750000 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -982410.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -982540.187500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -982540.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -982718.187500 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -982718.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -982860.187500 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -982860.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -982964.500000 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -982964.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -983045.437500 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -983045.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -983100.687500 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -983100.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -983145.750000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -983145.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -983179.000000 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -983179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -983217.500000 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -983217.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -983239.250000 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -983239.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -983253.437500 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -983253.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -983262.312500 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -983262.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -983271.937500 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -983271.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -983277.000000 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -983277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -983283.125000 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -983283.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -983287.562500 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -983287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -983292.250000 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -983292.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -983293.562500 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -983293.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -983299.312500 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -983299.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -983304.125000 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -983304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -983306.187500 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -983306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -983307.375000 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -983307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -983307.937500 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -983307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -983310.875000 Penalty: 4367.094238
	Iteration 43Q: 3 clusters Score -983310.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -983314.000000 Penalty: 4367.094238
	Iteration 44Q: 3 clusters Score -983314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -983315.562500 Penalty: 4367.094238
	Iteration 45Q: 3 clusters Score -983315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -983316.750000 Penalty: 4367.094238
	Iteration 46Q: 3 clusters Score -983316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -983318.437500 Penalty: 4367.094238
	Iteration 47Q: 3 clusters Score -983318.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -983318.875000 Penalty: 4367.094238
	Iteration 48Q: 3 clusters Score -983318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -983317.687500 Penalty: 4367.094238
	Iteration 49Q: 3 clusters Score -983317.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -983319.250000 Penalty: 4367.094238
	Iteration 50Q: 3 clusters Score -983319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -983322.062500 Penalty: 4367.094238
	Iteration 51Q: 3 clusters Score -983322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -983323.875000 Penalty: 4367.094238
	Iteration 52Q: 3 clusters Score -983323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -983322.750000 Penalty: 4367.094238
	Iteration 53Q: 3 clusters Score -983322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -983325.125000 Penalty: 4367.094238
	Iteration 54Q: 3 clusters Score -983325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -983325.125000 Penalty: 4367.094238
	Iteration 55F: 3 clusters Score -983325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Entering Unmasked Estep 
Score: -16881270.000000 Penalty: 2872.056641
	Iteration 0F: 2 clusters Score -1.688127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -16811910.000000 Penalty: 5744.113281
	Iteration 0F: 3 clusters Score -1.681191e+07 nChanged 50740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 56681 members 
Entering Unmasked Estep 
Score: -16841080.000000 Penalty: 5744.113281
	Iteration 1F: 3 clusters Score -1.684108e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -16842636.000000 Penalty: 5744.113281
	Iteration 2Q: 3 clusters Score -1.684264e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -16845102.000000 Penalty: 5744.113281
	Iteration 3Q: 3 clusters Score -1.68451e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -16848944.000000 Penalty: 5744.113281
	Iteration 4F: 3 clusters Score -1.684894e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 71512 members 
Entering Unmasked Estep 
Score: -16854470.000000 Penalty: 5744.113281
	Iteration 5F: 3 clusters Score -1.685447e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -16861438.000000 Penalty: 5744.113281
	Iteration 6F: 3 clusters Score -1.686144e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -16868256.000000 Penalty: 5744.113281
	Iteration 7F: 3 clusters Score -1.686826e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 86903 members 
Entering Unmasked Estep 
Score: -16873044.000000 Penalty: 5744.113281
	Iteration 8F: 3 clusters Score -1.687304e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -16875682.000000 Penalty: 5744.113281
	Iteration 9Q: 3 clusters Score -1.687568e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -16876864.000000 Penalty: 5744.113281
	Iteration 10Q: 3 clusters Score -1.687686e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -16877472.000000 Penalty: 5744.113281
	Iteration 11Q: 3 clusters Score -1.687747e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -16877940.000000 Penalty: 5744.113281
	Iteration 12Q: 3 clusters Score -1.687794e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -16878292.000000 Penalty: 5744.113281
	Iteration 13Q: 3 clusters Score -1.687829e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 93711 members 
Entering Unmasked Estep 
Score: -16878608.000000 Penalty: 5744.113281
	Iteration 14Q: 3 clusters Score -1.687861e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -16878922.000000 Penalty: 5744.113281
	Iteration 15Q: 3 clusters Score -1.687892e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -16879172.000000 Penalty: 5744.113281
	Iteration 16Q: 3 clusters Score -1.687917e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 95917 members 
Entering Unmasked Estep 
Score: -16879306.000000 Penalty: 5744.113281
	Iteration 17Q: 3 clusters Score -1.687931e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -16879432.000000 Penalty: 5744.113281
	Iteration 18Q: 3 clusters Score -1.687943e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -16879656.000000 Penalty: 5744.113281
	Iteration 19Q: 3 clusters Score -1.687966e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 97942 members 
Entering Unmasked Estep 
Score: -16879794.000000 Penalty: 5744.113281
	Iteration 20F: 3 clusters Score -1.687979e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -16879926.000000 Penalty: 5744.113281
	Iteration 21Q: 3 clusters Score -1.687993e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -16880032.000000 Penalty: 5744.113281
	Iteration 22Q: 3 clusters Score -1.688003e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -16880134.000000 Penalty: 5744.113281
	Iteration 23Q: 3 clusters Score -1.688013e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -16880176.000000 Penalty: 5744.113281
	Iteration 24Q: 3 clusters Score -1.688018e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 100436 members 
Entering Unmasked Estep 
Score: -16880142.000000 Penalty: 5744.113281
	Iteration 25Q: 3 clusters Score -1.688014e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 100854 members 
Entering Unmasked Estep 
Score: -16880170.000000 Penalty: 5744.113281
	Iteration 26Q: 3 clusters Score -1.688017e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -16880202.000000 Penalty: 5744.113281
	Iteration 27Q: 3 clusters Score -1.68802e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -16880138.000000 Penalty: 5744.113281
	Iteration 28Q: 3 clusters Score -1.688014e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 101953 members 
Entering Unmasked Estep 
Score: -16880206.000000 Penalty: 5744.113281
	Iteration 29Q: 3 clusters Score -1.688021e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 102252 members 
Entering Unmasked Estep 
Score: -16880226.000000 Penalty: 5744.113281
	Iteration 30Q: 3 clusters Score -1.688023e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 102510 members 
Entering Unmasked Estep 
Score: -16880280.000000 Penalty: 5744.113281
	Iteration 31Q: 3 clusters Score -1.688028e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -16880312.000000 Penalty: 5744.113281
	Iteration 32Q: 3 clusters Score -1.688031e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -16880290.000000 Penalty: 5744.113281
	Iteration 33Q: 3 clusters Score -1.688029e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 103096 members 
Entering Unmasked Estep 
Score: -16880258.000000 Penalty: 5744.113281
	Iteration 34Q: 3 clusters Score -1.688026e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -16880272.000000 Penalty: 5744.113281
	Iteration 35Q: 3 clusters Score -1.688027e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -16880268.000000 Penalty: 5744.113281
	Iteration 36Q: 3 clusters Score -1.688027e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -16880252.000000 Penalty: 5744.113281
	Iteration 37Q: 3 clusters Score -1.688025e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -16880236.000000 Penalty: 5744.113281
	Iteration 38Q: 3 clusters Score -1.688024e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 103595 members 
Entering Unmasked Estep 
Score: -16880250.000000 Penalty: 5744.113281
	Iteration 39Q: 3 clusters Score -1.688025e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 103670 members 
Entering Unmasked Estep 
Score: -16880244.000000 Penalty: 5744.113281
	Iteration 40F: 3 clusters Score -1.688024e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -16880212.000000 Penalty: 5744.113281
	Iteration 41Q: 3 clusters Score -1.688021e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 103793 members 
Entering Unmasked Estep 
Score: -16880186.000000 Penalty: 5744.113281
	Iteration 42Q: 3 clusters Score -1.688019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -16880172.000000 Penalty: 5744.113281
	Iteration 43Q: 3 clusters Score -1.688017e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -16880182.000000 Penalty: 5744.113281
	Iteration 44Q: 3 clusters Score -1.688018e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -16880190.000000 Penalty: 5744.113281
	Iteration 45Q: 3 clusters Score -1.688019e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 103960 members 
Entering Unmasked Estep 
Score: -16880186.000000 Penalty: 5744.113281
	Iteration 46Q: 3 clusters Score -1.688019e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 103989 members 
Entering Unmasked Estep 
Score: -16880166.000000 Penalty: 5744.113281
	Iteration 47Q: 3 clusters Score -1.688017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -16880164.000000 Penalty: 5744.113281
	Iteration 48Q: 3 clusters Score -1.688016e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 104063 members 
Entering Unmasked Estep 
Score: -16880170.000000 Penalty: 5744.113281
	Iteration 49Q: 3 clusters Score -1.688017e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 104094 members 
Entering Unmasked Estep 
Score: -16880152.000000 Penalty: 5744.113281
	Iteration 50Q: 3 clusters Score -1.688015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 104125 members 
Entering Unmasked Estep 
Score: -16880156.000000 Penalty: 5744.113281
	Iteration 51Q: 3 clusters Score -1.688016e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 104159 members 
Entering Unmasked Estep 
Score: -16880170.000000 Penalty: 5744.113281
	Iteration 52Q: 3 clusters Score -1.688017e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -16880140.000000 Penalty: 5744.113281
	Iteration 53Q: 3 clusters Score -1.688014e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 104226 members 
Entering Unmasked Estep 
Score: -16880160.000000 Penalty: 5744.113281
	Iteration 54Q: 3 clusters Score -1.688016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -16880156.000000 Penalty: 5744.113281
	Iteration 55Q: 3 clusters Score -1.688016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 104281 members 
Entering Unmasked Estep 
Score: -16880156.000000 Penalty: 5744.113281
	Iteration 56Q: 3 clusters Score -1.688016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -16880144.000000 Penalty: 5744.113281
	Iteration 57Q: 3 clusters Score -1.688014e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -16880176.000000 Penalty: 5744.113281
	Iteration 58Q: 3 clusters Score -1.688018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -16880166.000000 Penalty: 5744.113281
	Iteration 59Q: 3 clusters Score -1.688017e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 104394 members 
Entering Unmasked Estep 
Score: -16880154.000000 Penalty: 5744.113281
	Iteration 60F: 3 clusters Score -1.688015e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 104419 members 
Entering Unmasked Estep 
Score: -16880148.000000 Penalty: 5744.113281
	Iteration 61Q: 3 clusters Score -1.688015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -16880144.000000 Penalty: 5744.113281
	Iteration 62Q: 3 clusters Score -1.688014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 104444 members 
Entering Unmasked Estep 
Score: -16880148.000000 Penalty: 5744.113281
	Iteration 63Q: 3 clusters Score -1.688015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 104458 members 
Entering Unmasked Estep 
Score: -16880144.000000 Penalty: 5744.113281
	Iteration 64Q: 3 clusters Score -1.688014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 104472 members 
Entering Unmasked Estep 
Score: -16880144.000000 Penalty: 5744.113281
	Iteration 65Q: 3 clusters Score -1.688014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 104481 members 
Entering Unmasked Estep 
Score: -16880154.000000 Penalty: 5744.113281
	Iteration 66Q: 3 clusters Score -1.688015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 104494 members 
Entering Unmasked Estep 
Score: -16880156.000000 Penalty: 5744.113281
	Iteration 67Q: 3 clusters Score -1.688016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 104504 members 
Entering Unmasked Estep 
Score: -16880150.000000 Penalty: 5744.113281
	Iteration 68Q: 3 clusters Score -1.688015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -16880144.000000 Penalty: 5744.113281
	Iteration 69Q: 3 clusters Score -1.688014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 104513 members 
Entering Unmasked Estep 
Score: -16880150.000000 Penalty: 5744.113281
	Iteration 70Q: 3 clusters Score -1.688015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 104517 members 
Entering Unmasked Estep 
Score: -16880134.000000 Penalty: 5744.113281
	Iteration 71Q: 3 clusters Score -1.688013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -16880146.000000 Penalty: 5744.113281
	Iteration 72Q: 3 clusters Score -1.688015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -16880140.000000 Penalty: 5744.113281
	Iteration 73Q: 3 clusters Score -1.688014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 104531 members 
Entering Unmasked Estep 
Score: -16880140.000000 Penalty: 5744.113281
	Iteration 74Q: 3 clusters Score -1.688014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -16880144.000000 Penalty: 5744.113281
	Iteration 75Q: 3 clusters Score -1.688014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 104546 members 
Entering Unmasked Estep 
Score: -16880144.000000 Penalty: 5744.113281
	Iteration 76Q: 3 clusters Score -1.688014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 104554 members 
Entering Unmasked Estep 
Score: -16880152.000000 Penalty: 5744.113281
	Iteration 77Q: 3 clusters Score -1.688015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -16880146.000000 Penalty: 5744.113281
	Iteration 78Q: 3 clusters Score -1.688015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 104572 members 
Entering Unmasked Estep 
Score: -16880142.000000 Penalty: 5744.113281
	Iteration 79Q: 3 clusters Score -1.688014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 104582 members 
Entering Unmasked Estep 
Score: -16880142.000000 Penalty: 5744.113281
	Iteration 80F: 3 clusters Score -1.688014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -16880152.000000 Penalty: 5744.113281
	Iteration 81Q: 3 clusters Score -1.688015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -16880152.000000 Penalty: 5744.113281
	Iteration 82Q: 3 clusters Score -1.688015e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 104626 members 
Entering Unmasked Estep 
Score: -16880162.000000 Penalty: 5744.113281
	Iteration 83Q: 3 clusters Score -1.688016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -16880148.000000 Penalty: 5744.113281
	Iteration 84Q: 3 clusters Score -1.688015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 104647 members 
Entering Unmasked Estep 
Score: -16880156.000000 Penalty: 5744.113281
	Iteration 85Q: 3 clusters Score -1.688016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -16880150.000000 Penalty: 5744.113281
	Iteration 86Q: 3 clusters Score -1.688015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 104652 members 
Entering Unmasked Estep 
Score: -16880142.000000 Penalty: 5744.113281
	Iteration 87Q: 3 clusters Score -1.688014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -16880152.000000 Penalty: 5744.113281
	Iteration 88Q: 3 clusters Score -1.688015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -16880150.000000 Penalty: 5744.113281
	Iteration 89Q: 3 clusters Score -1.688015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -16880154.000000 Penalty: 5744.113281
	Iteration 90Q: 3 clusters Score -1.688015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -16880160.000000 Penalty: 5744.113281
	Iteration 91Q: 3 clusters Score -1.688016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -16880160.000000 Penalty: 5744.113281
	Iteration 92F: 3 clusters Score -1.688016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -391675.437500 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -391675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -388680.781250 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -388680.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -389281.312500 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -389281.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -389449.343750 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -389449.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -389624.031250 Penalty: 3903.981201
	Iteration 3F: 3 clusters Score -389624 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -389855.468750 Penalty: 3903.981201
	Iteration 4F: 3 clusters Score -389855.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -390039.625000 Penalty: 3903.981201
	Iteration 5F: 3 clusters Score -390039.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -390232.750000 Penalty: 3903.981201
	Iteration 6F: 3 clusters Score -390232.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -390449.937500 Penalty: 3903.981201
	Iteration 7F: 3 clusters Score -390449.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -390636.750000 Penalty: 3903.981201
	Iteration 8F: 3 clusters Score -390636.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -390789.031250 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -390789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -390913.562500 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -390913.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -390976.468750 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -390976.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -391013.250000 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -391013.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -391035.000000 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -391035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -391046.562500 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -391046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -391053.593750 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -391053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -391060.937500 Penalty: 3903.981201
	Iteration 16Q: 3 clusters Score -391060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -391065.437500 Penalty: 3903.981201
	Iteration 17Q: 3 clusters Score -391065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -391072.250000 Penalty: 3903.981201
	Iteration 18Q: 3 clusters Score -391072.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -391080.875000 Penalty: 3903.981201
	Iteration 19Q: 3 clusters Score -391080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -391084.187500 Penalty: 3903.981201
	Iteration 20F: 3 clusters Score -391084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -391087.500000 Penalty: 3903.981201
	Iteration 21Q: 3 clusters Score -391087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -391089.218750 Penalty: 3903.981201
	Iteration 22Q: 3 clusters Score -391089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -391089.218750 Penalty: 3903.981201
	Iteration 23F: 3 clusters Score -391089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Entering Unmasked Estep 
Score: -3560880.750000 Penalty: 2491.468750
	Iteration 0F: 2 clusters Score -3560881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3544778.500000 Penalty: 4982.937500
	Iteration 0F: 3 clusters Score -3544778 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3550165.000000 Penalty: 4982.937500
	Iteration 1F: 3 clusters Score -3550165 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3550564.750000 Penalty: 4982.937500
	Iteration 2F: 3 clusters Score -3550565 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3550896.000000 Penalty: 4982.937500
	Iteration 3Q: 3 clusters Score -3550896 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3551205.500000 Penalty: 4982.937500
	Iteration 4Q: 3 clusters Score -3551206 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3551495.000000 Penalty: 4982.937500
	Iteration 5Q: 3 clusters Score -3551495 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3551765.250000 Penalty: 4982.937500
	Iteration 6Q: 3 clusters Score -3551765 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3552060.250000 Penalty: 4982.937500
	Iteration 7Q: 3 clusters Score -3552060 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3552421.250000 Penalty: 4982.937500
	Iteration 8Q: 3 clusters Score -3552421 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3552879.250000 Penalty: 4982.937500
	Iteration 9Q: 3 clusters Score -3552879 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3553441.500000 Penalty: 4982.937500
	Iteration 10Q: 3 clusters Score -3553442 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3554131.750000 Penalty: 4982.937500
	Iteration 11Q: 3 clusters Score -3554132 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3554975.250000 Penalty: 4982.937500
	Iteration 12F: 3 clusters Score -3554975 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3555938.750000 Penalty: 4982.937500
	Iteration 13F: 3 clusters Score -3555939 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3556779.750000 Penalty: 4982.937500
	Iteration 14Q: 3 clusters Score -3556780 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3557441.500000 Penalty: 4982.937500
	Iteration 15Q: 3 clusters Score -3557442 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3557907.000000 Penalty: 4982.937500
	Iteration 16Q: 3 clusters Score -3557907 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3558222.000000 Penalty: 4982.937500
	Iteration 17Q: 3 clusters Score -3558222 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3558396.000000 Penalty: 4982.937500
	Iteration 18Q: 3 clusters Score -3558396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3558517.250000 Penalty: 4982.937500
	Iteration 19Q: 3 clusters Score -3558517 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3558586.000000 Penalty: 4982.937500
	Iteration 20F: 3 clusters Score -3558586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -3558643.000000 Penalty: 4982.937500
	Iteration 21Q: 3 clusters Score -3558643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3558670.000000 Penalty: 4982.937500
	Iteration 22Q: 3 clusters Score -3558670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -3558690.000000 Penalty: 4982.937500
	Iteration 23Q: 3 clusters Score -3558690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3558719.750000 Penalty: 4982.937500
	Iteration 24Q: 3 clusters Score -3558720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3558727.500000 Penalty: 4982.937500
	Iteration 25Q: 3 clusters Score -3558728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3558745.500000 Penalty: 4982.937500
	Iteration 26Q: 3 clusters Score -3558746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3558752.000000 Penalty: 4982.937500
	Iteration 27Q: 3 clusters Score -3558752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3558763.250000 Penalty: 4982.937500
	Iteration 28Q: 3 clusters Score -3558763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3558769.750000 Penalty: 4982.937500
	Iteration 29Q: 3 clusters Score -3558770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3558776.250000 Penalty: 4982.937500
	Iteration 30Q: 3 clusters Score -3558776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3558777.500000 Penalty: 4982.937500
	Iteration 31Q: 3 clusters Score -3558778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3558781.000000 Penalty: 4982.937500
	Iteration 32Q: 3 clusters Score -3558781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3558781.250000 Penalty: 4982.937500
	Iteration 33Q: 3 clusters Score -3558781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3558780.250000 Penalty: 4982.937500
	Iteration 34Q: 3 clusters Score -3558780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3558780.250000 Penalty: 4982.937500
	Iteration 35Q: 3 clusters Score -3558780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3558780.250000 Penalty: 4982.937500
	Iteration 36F: 3 clusters Score -3558780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -395747.656250 Penalty: 1957.050049
	Iteration 0F: 2 clusters Score -395747.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -392697.500000 Penalty: 3914.100098
	Iteration 0F: 3 clusters Score -392697.5 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -393310.718750 Penalty: 3914.100098
	Iteration 1F: 3 clusters Score -393310.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -393450.000000 Penalty: 3914.100098
	Iteration 2F: 3 clusters Score -393450 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -393526.437500 Penalty: 3914.100098
	Iteration 3Q: 3 clusters Score -393526.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -393579.687500 Penalty: 3914.100098
	Iteration 4Q: 3 clusters Score -393579.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -393622.812500 Penalty: 3914.100098
	Iteration 5Q: 3 clusters Score -393622.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -393648.000000 Penalty: 3914.100098
	Iteration 6Q: 3 clusters Score -393648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -393665.343750 Penalty: 3914.100098
	Iteration 7Q: 3 clusters Score -393665.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -393676.718750 Penalty: 3914.100098
	Iteration 8Q: 3 clusters Score -393676.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -393687.218750 Penalty: 3914.100098
	Iteration 9Q: 3 clusters Score -393687.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -393696.437500 Penalty: 3914.100098
	Iteration 10Q: 3 clusters Score -393696.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -393708.093750 Penalty: 3914.100098
	Iteration 11Q: 3 clusters Score -393708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -393717.000000 Penalty: 3914.100098
	Iteration 12Q: 3 clusters Score -393717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -393724.843750 Penalty: 3914.100098
	Iteration 13Q: 3 clusters Score -393724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -393729.437500 Penalty: 3914.100098
	Iteration 14Q: 3 clusters Score -393729.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -393732.812500 Penalty: 3914.100098
	Iteration 15Q: 3 clusters Score -393732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -393736.437500 Penalty: 3914.100098
	Iteration 16Q: 3 clusters Score -393736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -393738.250000 Penalty: 3914.100098
	Iteration 17Q: 3 clusters Score -393738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -393741.812500 Penalty: 3914.100098
	Iteration 18Q: 3 clusters Score -393741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -393743.843750 Penalty: 3914.100098
	Iteration 19Q: 3 clusters Score -393743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -393746.375000 Penalty: 3914.100098
	Iteration 20F: 3 clusters Score -393746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -393748.500000 Penalty: 3914.100098
	Iteration 21Q: 3 clusters Score -393748.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -393751.843750 Penalty: 3914.100098
	Iteration 22Q: 3 clusters Score -393751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -393755.281250 Penalty: 3914.100098
	Iteration 23Q: 3 clusters Score -393755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -393756.718750 Penalty: 3914.100098
	Iteration 24Q: 3 clusters Score -393756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -393756.281250 Penalty: 3914.100098
	Iteration 25Q: 3 clusters Score -393756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -393756.906250 Penalty: 3914.100098
	Iteration 26Q: 3 clusters Score -393756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -393757.781250 Penalty: 3914.100098
	Iteration 27Q: 3 clusters Score -393757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -393758.218750 Penalty: 3914.100098
	Iteration 28Q: 3 clusters Score -393758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -393758.218750 Penalty: 3914.100098
	Iteration 29F: 3 clusters Score -393758.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -979477.750000 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -979477.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -974326.000000 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -974326 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -975662.687500 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -975662.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -975892.937500 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -975892.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -976050.687500 Penalty: 4327.690430
	Iteration 3Q: 3 clusters Score -976050.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -976198.125000 Penalty: 4327.690430
	Iteration 4Q: 3 clusters Score -976198.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -976320.625000 Penalty: 4327.690430
	Iteration 5Q: 3 clusters Score -976320.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -976429.125000 Penalty: 4327.690430
	Iteration 6Q: 3 clusters Score -976429.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -976538.687500 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -976538.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -976670.062500 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -976670.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -976805.875000 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -976805.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -976961.062500 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -976961.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -977102.500000 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -977102.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -977256.000000 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -977256 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -977400.250000 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -977400.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -977530.312500 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -977530.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -977616.875000 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -977616.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -977681.562500 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -977681.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -977730.937500 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -977730.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -977777.375000 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -977777.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -977804.500000 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -977804.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -977825.500000 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -977825.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -977843.875000 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -977843.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -977856.500000 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -977856.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -977860.375000 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -977860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -977870.437500 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -977870.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -977878.312500 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -977878.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -977885.562500 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -977885.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -977893.937500 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -977893.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -977899.125000 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -977899.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -977908.000000 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -977908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -977916.187500 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -977916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -977917.437500 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -977917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -977917.312500 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -977917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -977922.062500 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -977922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -977922.062500 Penalty: 4327.690430
	Iteration 34F: 3 clusters Score -977922.1 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: -113079.179688 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -113079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111337.609375 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -111337.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111804.039062 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -111804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -111998.750000 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -111998.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112155.242188 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -112155.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112249.429688 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -112249.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -112311.328125 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -112311.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -112349.382812 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -112349.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112389.335938 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -112389.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -112426.234375 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -112426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112461.406250 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -112461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -112479.007812 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -112479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -112498.757812 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -112498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -112502.773438 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -112502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -112508.187500 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -112508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -112518.585938 Penalty: 3404.964355
	Iteration 14Q: 3 clusters Score -112518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112523.515625 Penalty: 3404.964355
	Iteration 15Q: 3 clusters Score -112523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112523.515625 Penalty: 3404.964355
	Iteration 16F: 3 clusters Score -112523.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -499349.093750 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -499349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -495853.343750 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -495853.3 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -496584.312500 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -496584.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -496739.343750 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -496739.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -496840.218750 Penalty: 4026.334961
	Iteration 3Q: 3 clusters Score -496840.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -496915.937500 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -496915.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -496970.968750 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -496971 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -497014.562500 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -497014.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -497053.968750 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -497054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -497099.000000 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -497099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -497147.062500 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -497147.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -497198.250000 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -497198.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -497261.281250 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -497261.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -497331.468750 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -497331.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -497407.500000 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -497407.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -497476.406250 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -497476.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -497539.468750 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -497539.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -497614.250000 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -497614.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -497683.375000 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -497683.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -497736.906250 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -497736.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -497801.781250 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -497801.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -497854.906250 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -497854.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -497895.468750 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -497895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -497924.593750 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -497924.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -497950.906250 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -497950.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -497982.218750 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -497982.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -498016.656250 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -498016.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -498047.125000 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -498047.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -498068.437500 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -498068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -498078.093750 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -498078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -498083.281250 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -498083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -498085.250000 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -498085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -498088.500000 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -498088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -498090.218750 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -498090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -498090.656250 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -498090.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -498090.656250 Penalty: 4026.334961
	Iteration 34F: 3 clusters Score -498090.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Entering Unmasked Estep 
Score: -1484596.375000 Penalty: 2272.251709
	Iteration 0F: 2 clusters Score -1484596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1477215.250000 Penalty: 4544.503418
	Iteration 0F: 3 clusters Score -1477215 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1479476.750000 Penalty: 4544.503418
	Iteration 1F: 3 clusters Score -1479477 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1479886.875000 Penalty: 4544.503418
	Iteration 2F: 3 clusters Score -1479887 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1480262.125000 Penalty: 4544.503418
	Iteration 3F: 3 clusters Score -1480262 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1480577.125000 Penalty: 4544.503418
	Iteration 4Q: 3 clusters Score -1480577 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1480811.000000 Penalty: 4544.503418
	Iteration 5Q: 3 clusters Score -1480811 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1480992.500000 Penalty: 4544.503418
	Iteration 6Q: 3 clusters Score -1480992 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1481153.625000 Penalty: 4544.503418
	Iteration 7Q: 3 clusters Score -1481154 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1481334.750000 Penalty: 4544.503418
	Iteration 8Q: 3 clusters Score -1481335 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1481508.750000 Penalty: 4544.503418
	Iteration 9Q: 3 clusters Score -1481509 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1481701.000000 Penalty: 4544.503418
	Iteration 10Q: 3 clusters Score -1481701 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1481897.000000 Penalty: 4544.503418
	Iteration 11Q: 3 clusters Score -1481897 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1482106.625000 Penalty: 4544.503418
	Iteration 12Q: 3 clusters Score -1482107 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1482343.250000 Penalty: 4544.503418
	Iteration 13Q: 3 clusters Score -1482343 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1482532.250000 Penalty: 4544.503418
	Iteration 14Q: 3 clusters Score -1482532 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1482696.625000 Penalty: 4544.503418
	Iteration 15Q: 3 clusters Score -1482697 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1482827.625000 Penalty: 4544.503418
	Iteration 16Q: 3 clusters Score -1482828 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1482936.875000 Penalty: 4544.503418
	Iteration 17Q: 3 clusters Score -1482937 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1483032.375000 Penalty: 4544.503418
	Iteration 18Q: 3 clusters Score -1483032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1483105.750000 Penalty: 4544.503418
	Iteration 19Q: 3 clusters Score -1483106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1483171.625000 Penalty: 4544.503418
	Iteration 20F: 3 clusters Score -1483172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1483217.500000 Penalty: 4544.503418
	Iteration 21Q: 3 clusters Score -1483218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1483251.875000 Penalty: 4544.503418
	Iteration 22Q: 3 clusters Score -1483252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1483279.125000 Penalty: 4544.503418
	Iteration 23Q: 3 clusters Score -1483279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1483306.125000 Penalty: 4544.503418
	Iteration 24Q: 3 clusters Score -1483306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1483325.500000 Penalty: 4544.503418
	Iteration 25Q: 3 clusters Score -1483326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1483337.000000 Penalty: 4544.503418
	Iteration 26Q: 3 clusters Score -1483337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1483338.500000 Penalty: 4544.503418
	Iteration 27Q: 3 clusters Score -1483338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1483341.875000 Penalty: 4544.503418
	Iteration 28Q: 3 clusters Score -1483342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1483349.625000 Penalty: 4544.503418
	Iteration 29Q: 3 clusters Score -1483350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1483347.250000 Penalty: 4544.503418
	Iteration 30Q: 3 clusters Score -1483347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1483346.750000 Penalty: 4544.503418
	Iteration 31Q: 3 clusters Score -1483347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1483346.750000 Penalty: 4544.503418
	Iteration 32F: 3 clusters Score -1483347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -39847.140625 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -39847.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38614.597656 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -38614.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38921.757812 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -38921.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39096.949219 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -39096.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39183.902344 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -39183.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39271.644531 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -39271.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39345.132812 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -39345.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39414.597656 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -39414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39472.175781 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -39472.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39509.335938 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -39509.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39532.335938 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -39532.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39545.843750 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -39545.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39585.511719 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -39585.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -39586.175781 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -39586.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -39593.832031 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -39593.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39603.632812 Penalty: 2930.409180
	Iteration 14Q: 3 clusters Score -39603.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39606.066406 Penalty: 2930.409180
	Iteration 15Q: 3 clusters Score -39606.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39607.332031 Penalty: 2930.409180
	Iteration 16Q: 3 clusters Score -39607.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39607.332031 Penalty: 2930.409180
	Iteration 17F: 3 clusters Score -39607.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Entering Unmasked Estep 
Score: -1938287.000000 Penalty: 2341.696533
	Iteration 0F: 2 clusters Score -1938287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1928960.625000 Penalty: 4683.393066
	Iteration 0F: 3 clusters Score -1928961 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1932109.750000 Penalty: 4683.393066
	Iteration 1F: 3 clusters Score -1932110 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1932727.375000 Penalty: 4683.393066
	Iteration 2F: 3 clusters Score -1932727 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1933234.375000 Penalty: 4683.393066
	Iteration 3F: 3 clusters Score -1933234 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1933715.750000 Penalty: 4683.393066
	Iteration 4F: 3 clusters Score -1933716 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1934308.375000 Penalty: 4683.393066
	Iteration 5F: 3 clusters Score -1934308 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1934934.125000 Penalty: 4683.393066
	Iteration 6F: 3 clusters Score -1934934 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1935589.375000 Penalty: 4683.393066
	Iteration 7F: 3 clusters Score -1935589 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1936268.500000 Penalty: 4683.393066
	Iteration 8F: 3 clusters Score -1936268 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1936900.875000 Penalty: 4683.393066
	Iteration 9F: 3 clusters Score -1936901 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1937275.500000 Penalty: 4683.393066
	Iteration 10Q: 3 clusters Score -1937276 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1937463.000000 Penalty: 4683.393066
	Iteration 11Q: 3 clusters Score -1937463 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1937580.250000 Penalty: 4683.393066
	Iteration 12Q: 3 clusters Score -1937580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1937629.750000 Penalty: 4683.393066
	Iteration 13Q: 3 clusters Score -1937630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1937660.500000 Penalty: 4683.393066
	Iteration 14Q: 3 clusters Score -1937660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1937682.625000 Penalty: 4683.393066
	Iteration 15Q: 3 clusters Score -1937683 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1937703.625000 Penalty: 4683.393066
	Iteration 16Q: 3 clusters Score -1937704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1937711.500000 Penalty: 4683.393066
	Iteration 17Q: 3 clusters Score -1937712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1937719.875000 Penalty: 4683.393066
	Iteration 18Q: 3 clusters Score -1937720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1937730.625000 Penalty: 4683.393066
	Iteration 19Q: 3 clusters Score -1937731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1937740.375000 Penalty: 4683.393066
	Iteration 20F: 3 clusters Score -1937740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1937741.875000 Penalty: 4683.393066
	Iteration 21Q: 3 clusters Score -1937742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1937748.500000 Penalty: 4683.393066
	Iteration 22Q: 3 clusters Score -1937748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1937746.125000 Penalty: 4683.393066
	Iteration 23Q: 3 clusters Score -1937746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1937743.875000 Penalty: 4683.393066
	Iteration 24Q: 3 clusters Score -1937744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1937746.125000 Penalty: 4683.393066
	Iteration 25Q: 3 clusters Score -1937746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1937751.250000 Penalty: 4683.393066
	Iteration 26Q: 3 clusters Score -1937751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1937751.250000 Penalty: 4683.393066
	Iteration 27Q: 3 clusters Score -1937751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1937752.250000 Penalty: 4683.393066
	Iteration 28Q: 3 clusters Score -1937752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1937754.875000 Penalty: 4683.393066
	Iteration 29Q: 3 clusters Score -1937755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1937754.250000 Penalty: 4683.393066
	Iteration 30Q: 3 clusters Score -1937754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1937754.875000 Penalty: 4683.393066
	Iteration 31Q: 3 clusters Score -1937755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1937755.250000 Penalty: 4683.393066
	Iteration 32Q: 3 clusters Score -1937755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1937755.375000 Penalty: 4683.393066
	Iteration 33Q: 3 clusters Score -1937755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1937754.875000 Penalty: 4683.393066
	Iteration 34Q: 3 clusters Score -1937755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1937755.250000 Penalty: 4683.393066
	Iteration 35Q: 3 clusters Score -1937755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1937754.125000 Penalty: 4683.393066
	Iteration 36Q: 3 clusters Score -1937754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1937754.125000 Penalty: 4683.393066
	Iteration 37F: 3 clusters Score -1937754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -1045469.500000 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -1045470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1039945.125000 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -1039945 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1041337.125000 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -1041337 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1041593.250000 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -1041593 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1041737.000000 Penalty: 4363.359375
	Iteration 3F: 3 clusters Score -1041737 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1041833.000000 Penalty: 4363.359375
	Iteration 4Q: 3 clusters Score -1041833 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1041927.000000 Penalty: 4363.359375
	Iteration 5Q: 3 clusters Score -1041927 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1041995.437500 Penalty: 4363.359375
	Iteration 6Q: 3 clusters Score -1041995 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1042065.625000 Penalty: 4363.359375
	Iteration 7Q: 3 clusters Score -1042066 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1042157.687500 Penalty: 4363.359375
	Iteration 8Q: 3 clusters Score -1042158 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1042290.000000 Penalty: 4363.359375
	Iteration 9Q: 3 clusters Score -1042290 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1042460.000000 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -1042460 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1042648.125000 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -1042648 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1042910.312500 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -1042910 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1043212.875000 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -1043213 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1043453.750000 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -1043454 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1043644.250000 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -1043644 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1043763.875000 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -1043764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1043846.187500 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -1043846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1043902.750000 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -1043903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1043944.312500 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -1043944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1043970.687500 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -1043971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1043986.750000 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -1043987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1043996.250000 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -1043996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1044005.750000 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -1044006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1044011.062500 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -1044011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1044015.437500 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -1044015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1044020.687500 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -1044021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1044020.812500 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -1044021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1044020.812500 Penalty: 4363.359375
	Iteration 28F: 3 clusters Score -1044021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -84980.140625 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -84980.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83398.570312 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -83398.57 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83859.148438 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -83859.15 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -84120.921875 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -84120.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -84319.468750 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -84319.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -84393.062500 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -84393.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84463.804688 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -84463.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -84498.992188 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -84498.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -84518.234375 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -84518.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -84522.625000 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -84522.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -84528.789062 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -84528.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -84531.625000 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -84531.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -84534.007812 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -84534.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -84534.007812 Penalty: 3183.509033
	Iteration 12F: 3 clusters Score -84534.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Entering Unmasked Estep 
Score: -1301042.625000 Penalty: 2248.283936
	Iteration 0F: 2 clusters Score -1301043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1294219.500000 Penalty: 4496.567871
	Iteration 0F: 3 clusters Score -1294220 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1296126.750000 Penalty: 4496.567871
	Iteration 1F: 3 clusters Score -1296127 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1296399.125000 Penalty: 4496.567871
	Iteration 2F: 3 clusters Score -1296399 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1296587.000000 Penalty: 4496.567871
	Iteration 3Q: 3 clusters Score -1296587 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1296732.375000 Penalty: 4496.567871
	Iteration 4Q: 3 clusters Score -1296732 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1296840.125000 Penalty: 4496.567871
	Iteration 5Q: 3 clusters Score -1296840 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1296939.750000 Penalty: 4496.567871
	Iteration 6Q: 3 clusters Score -1296940 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1297026.250000 Penalty: 4496.567871
	Iteration 7Q: 3 clusters Score -1297026 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1297101.625000 Penalty: 4496.567871
	Iteration 8Q: 3 clusters Score -1297102 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1297201.375000 Penalty: 4496.567871
	Iteration 9Q: 3 clusters Score -1297201 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1297316.500000 Penalty: 4496.567871
	Iteration 10Q: 3 clusters Score -1297316 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1297448.500000 Penalty: 4496.567871
	Iteration 11Q: 3 clusters Score -1297448 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1297586.750000 Penalty: 4496.567871
	Iteration 12Q: 3 clusters Score -1297587 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1297758.250000 Penalty: 4496.567871
	Iteration 13Q: 3 clusters Score -1297758 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1297929.000000 Penalty: 4496.567871
	Iteration 14Q: 3 clusters Score -1297929 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1298101.500000 Penalty: 4496.567871
	Iteration 15Q: 3 clusters Score -1298102 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1298269.125000 Penalty: 4496.567871
	Iteration 16Q: 3 clusters Score -1298269 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1298417.375000 Penalty: 4496.567871
	Iteration 17Q: 3 clusters Score -1298417 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1298551.000000 Penalty: 4496.567871
	Iteration 18Q: 3 clusters Score -1298551 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1298680.625000 Penalty: 4496.567871
	Iteration 19Q: 3 clusters Score -1298681 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1298769.125000 Penalty: 4496.567871
	Iteration 20F: 3 clusters Score -1298769 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1298859.375000 Penalty: 4496.567871
	Iteration 21Q: 3 clusters Score -1298859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1298915.375000 Penalty: 4496.567871
	Iteration 22Q: 3 clusters Score -1298915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1298950.000000 Penalty: 4496.567871
	Iteration 23Q: 3 clusters Score -1298950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1298970.375000 Penalty: 4496.567871
	Iteration 24Q: 3 clusters Score -1298970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1298983.750000 Penalty: 4496.567871
	Iteration 25Q: 3 clusters Score -1298984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1299000.000000 Penalty: 4496.567871
	Iteration 26Q: 3 clusters Score -1299000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1299016.375000 Penalty: 4496.567871
	Iteration 27Q: 3 clusters Score -1299016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1299025.375000 Penalty: 4496.567871
	Iteration 28Q: 3 clusters Score -1299025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1299046.250000 Penalty: 4496.567871
	Iteration 29Q: 3 clusters Score -1299046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1299062.375000 Penalty: 4496.567871
	Iteration 30Q: 3 clusters Score -1299062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1299082.625000 Penalty: 4496.567871
	Iteration 31Q: 3 clusters Score -1299083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1299110.000000 Penalty: 4496.567871
	Iteration 32Q: 3 clusters Score -1299110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1299121.625000 Penalty: 4496.567871
	Iteration 33Q: 3 clusters Score -1299122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1299132.125000 Penalty: 4496.567871
	Iteration 34Q: 3 clusters Score -1299132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1299135.750000 Penalty: 4496.567871
	Iteration 35Q: 3 clusters Score -1299136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1299142.250000 Penalty: 4496.567871
	Iteration 36Q: 3 clusters Score -1299142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1299147.750000 Penalty: 4496.567871
	Iteration 37Q: 3 clusters Score -1299148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1299153.250000 Penalty: 4496.567871
	Iteration 38Q: 3 clusters Score -1299153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1299154.000000 Penalty: 4496.567871
	Iteration 39Q: 3 clusters Score -1299154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1299158.750000 Penalty: 4496.567871
	Iteration 40F: 3 clusters Score -1299159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1299161.250000 Penalty: 4496.567871
	Iteration 41Q: 3 clusters Score -1299161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1299162.375000 Penalty: 4496.567871
	Iteration 42Q: 3 clusters Score -1299162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1299161.625000 Penalty: 4496.567871
	Iteration 43Q: 3 clusters Score -1299162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1299164.125000 Penalty: 4496.567871
	Iteration 44Q: 3 clusters Score -1299164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1299164.125000 Penalty: 4496.567871
	Iteration 45F: 3 clusters Score -1299164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -304085.750000 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -304085.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -301498.562500 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -301498.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -301969.218750 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -301969.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -302084.218750 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -302084.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -302135.718750 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -302135.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -302158.750000 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -302158.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -302175.500000 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -302175.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -302190.187500 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -302190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -302204.156250 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -302204.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -302222.031250 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -302222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -302233.187500 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -302233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -302239.531250 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -302239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -302241.937500 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -302241.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -302247.500000 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -302247.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -302253.312500 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -302253.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -302259.531250 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -302259.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -302263.562500 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -302263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -302266.781250 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -302266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -302267.187500 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -302267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -302267.937500 Penalty: 3750.316162
	Iteration 18Q: 3 clusters Score -302267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -302270.031250 Penalty: 3750.316162
	Iteration 19Q: 3 clusters Score -302270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -302269.843750 Penalty: 3750.316162
	Iteration 20F: 3 clusters Score -302269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -275959.375000 Penalty: 1865.957397
	Iteration 0F: 2 clusters Score -275959.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -273410.593750 Penalty: 3731.914795
	Iteration 0F: 3 clusters Score -273410.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -273861.593750 Penalty: 3731.914795
	Iteration 1F: 3 clusters Score -273861.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -274000.031250 Penalty: 3731.914795
	Iteration 2F: 3 clusters Score -274000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -274078.406250 Penalty: 3731.914795
	Iteration 3Q: 3 clusters Score -274078.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -274130.625000 Penalty: 3731.914795
	Iteration 4Q: 3 clusters Score -274130.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -274182.000000 Penalty: 3731.914795
	Iteration 5Q: 3 clusters Score -274182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -274233.031250 Penalty: 3731.914795
	Iteration 6Q: 3 clusters Score -274233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -274274.343750 Penalty: 3731.914795
	Iteration 7Q: 3 clusters Score -274274.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -274316.187500 Penalty: 3731.914795
	Iteration 8Q: 3 clusters Score -274316.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -274356.093750 Penalty: 3731.914795
	Iteration 9Q: 3 clusters Score -274356.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -274405.437500 Penalty: 3731.914795
	Iteration 10Q: 3 clusters Score -274405.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -274464.187500 Penalty: 3731.914795
	Iteration 11Q: 3 clusters Score -274464.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -274528.625000 Penalty: 3731.914795
	Iteration 12Q: 3 clusters Score -274528.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -274594.500000 Penalty: 3731.914795
	Iteration 13Q: 3 clusters Score -274594.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -274644.187500 Penalty: 3731.914795
	Iteration 14Q: 3 clusters Score -274644.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -274679.781250 Penalty: 3731.914795
	Iteration 15Q: 3 clusters Score -274679.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -274703.593750 Penalty: 3731.914795
	Iteration 16Q: 3 clusters Score -274703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -274713.468750 Penalty: 3731.914795
	Iteration 17Q: 3 clusters Score -274713.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -274726.218750 Penalty: 3731.914795
	Iteration 18Q: 3 clusters Score -274726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -274735.593750 Penalty: 3731.914795
	Iteration 19Q: 3 clusters Score -274735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -274741.156250 Penalty: 3731.914795
	Iteration 20F: 3 clusters Score -274741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -274751.031250 Penalty: 3731.914795
	Iteration 21Q: 3 clusters Score -274751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -274755.000000 Penalty: 3731.914795
	Iteration 22Q: 3 clusters Score -274755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -274758.062500 Penalty: 3731.914795
	Iteration 23Q: 3 clusters Score -274758.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -274763.593750 Penalty: 3731.914795
	Iteration 24Q: 3 clusters Score -274763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -274767.343750 Penalty: 3731.914795
	Iteration 25Q: 3 clusters Score -274767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -274769.562500 Penalty: 3731.914795
	Iteration 26Q: 3 clusters Score -274769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -274772.750000 Penalty: 3731.914795
	Iteration 27Q: 3 clusters Score -274772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -274774.687500 Penalty: 3731.914795
	Iteration 28Q: 3 clusters Score -274774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -274774.687500 Penalty: 3731.914795
	Iteration 29F: 3 clusters Score -274774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -399237.656250 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -399237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -396247.250000 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -396247.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -396802.875000 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -396802.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -396951.875000 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -396951.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -397025.593750 Penalty: 3886.447266
	Iteration 3Q: 3 clusters Score -397025.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -397064.906250 Penalty: 3886.447266
	Iteration 4Q: 3 clusters Score -397064.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -397093.937500 Penalty: 3886.447266
	Iteration 5Q: 3 clusters Score -397093.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -397116.718750 Penalty: 3886.447266
	Iteration 6Q: 3 clusters Score -397116.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -397132.250000 Penalty: 3886.447266
	Iteration 7Q: 3 clusters Score -397132.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -397147.937500 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -397147.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -397159.937500 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -397159.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -397171.250000 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -397171.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397178.593750 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -397178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397183.750000 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -397183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397187.656250 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -397187.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397192.062500 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -397192.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -397195.968750 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -397196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -397197.656250 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -397197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -397198.218750 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -397198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -397198.968750 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -397199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397200.843750 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -397200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -397204.687500 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -397204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -397206.312500 Penalty: 3886.447266
	Iteration 21Q: 3 clusters Score -397206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -397207.968750 Penalty: 3886.447266
	Iteration 22Q: 3 clusters Score -397208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -397210.281250 Penalty: 3886.447266
	Iteration 23Q: 3 clusters Score -397210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -397213.125000 Penalty: 3886.447266
	Iteration 24Q: 3 clusters Score -397213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -397214.500000 Penalty: 3886.447266
	Iteration 25Q: 3 clusters Score -397214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -397214.500000 Penalty: 3886.447266
	Iteration 26F: 3 clusters Score -397214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (103862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103862 members 
Entering Unmasked Estep 
Score: -16398431.000000 Penalty: 2864.603027
	Iteration 0F: 2 clusters Score -1.639843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -16330798.000000 Penalty: 5729.206055
	Iteration 0F: 3 clusters Score -1.63308e+07 nChanged 48918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -16358629.000000 Penalty: 5729.206055
	Iteration 1F: 3 clusters Score -1.635863e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -16359480.000000 Penalty: 5729.206055
	Iteration 2Q: 3 clusters Score -1.635948e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -16360569.000000 Penalty: 5729.206055
	Iteration 3Q: 3 clusters Score -1.636057e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -16362217.000000 Penalty: 5729.206055
	Iteration 4Q: 3 clusters Score -1.636222e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -16364451.000000 Penalty: 5729.206055
	Iteration 5Q: 3 clusters Score -1.636445e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -16367699.000000 Penalty: 5729.206055
	Iteration 6F: 3 clusters Score -1.63677e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -16372117.000000 Penalty: 5729.206055
	Iteration 7F: 3 clusters Score -1.637212e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 73562 members 
Entering Unmasked Estep 
Score: -16377656.000000 Penalty: 5729.206055
	Iteration 8F: 3 clusters Score -1.637766e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -16383190.000000 Penalty: 5729.206055
	Iteration 9F: 3 clusters Score -1.638319e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -16386841.000000 Penalty: 5729.206055
	Iteration 10Q: 3 clusters Score -1.638684e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -16388560.000000 Penalty: 5729.206055
	Iteration 11Q: 3 clusters Score -1.638856e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -16389398.000000 Penalty: 5729.206055
	Iteration 12Q: 3 clusters Score -1.63894e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -16390052.000000 Penalty: 5729.206055
	Iteration 13Q: 3 clusters Score -1.639005e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -16390685.000000 Penalty: 5729.206055
	Iteration 14Q: 3 clusters Score -1.639068e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 87288 members 
Entering Unmasked Estep 
Score: -16391158.000000 Penalty: 5729.206055
	Iteration 15Q: 3 clusters Score -1.639116e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -16391689.000000 Penalty: 5729.206055
	Iteration 16Q: 3 clusters Score -1.639169e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 89406 members 
Entering Unmasked Estep 
Score: -16392192.000000 Penalty: 5729.206055
	Iteration 17Q: 3 clusters Score -1.639219e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -16392595.000000 Penalty: 5729.206055
	Iteration 18Q: 3 clusters Score -1.63926e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -16393028.000000 Penalty: 5729.206055
	Iteration 19Q: 3 clusters Score -1.639303e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -16393421.000000 Penalty: 5729.206055
	Iteration 20F: 3 clusters Score -1.639342e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 93167 members 
Entering Unmasked Estep 
Score: -16393787.000000 Penalty: 5729.206055
	Iteration 21Q: 3 clusters Score -1.639379e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 94053 members 
Entering Unmasked Estep 
Score: -16394124.000000 Penalty: 5729.206055
	Iteration 22Q: 3 clusters Score -1.639412e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -16394477.000000 Penalty: 5729.206055
	Iteration 23Q: 3 clusters Score -1.639448e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 95994 members 
Entering Unmasked Estep 
Score: -16394879.000000 Penalty: 5729.206055
	Iteration 24Q: 3 clusters Score -1.639488e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 97020 members 
Entering Unmasked Estep 
Score: -16395176.000000 Penalty: 5729.206055
	Iteration 25Q: 3 clusters Score -1.639518e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -16395530.000000 Penalty: 5729.206055
	Iteration 26Q: 3 clusters Score -1.639553e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -16395724.000000 Penalty: 5729.206055
	Iteration 27Q: 3 clusters Score -1.639572e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 99892 members 
Entering Unmasked Estep 
Score: -16395944.000000 Penalty: 5729.206055
	Iteration 28Q: 3 clusters Score -1.639594e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -16396007.000000 Penalty: 5729.206055
	Iteration 29Q: 3 clusters Score -1.639601e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 101330 members 
Entering Unmasked Estep 
Score: -16396068.000000 Penalty: 5729.206055
	Iteration 30Q: 3 clusters Score -1.639607e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 101885 members 
Entering Unmasked Estep 
Score: -16396161.000000 Penalty: 5729.206055
	Iteration 31Q: 3 clusters Score -1.639616e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -16396195.000000 Penalty: 5729.206055
	Iteration 32Q: 3 clusters Score -1.63962e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 102585 members 
Entering Unmasked Estep 
Score: -16396223.000000 Penalty: 5729.206055
	Iteration 33Q: 3 clusters Score -1.639622e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -16396241.000000 Penalty: 5729.206055
	Iteration 34Q: 3 clusters Score -1.639624e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 102966 members 
Entering Unmasked Estep 
Score: -16396232.000000 Penalty: 5729.206055
	Iteration 35Q: 3 clusters Score -1.639623e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -16396245.000000 Penalty: 5729.206055
	Iteration 36Q: 3 clusters Score -1.639624e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 103139 members 
Entering Unmasked Estep 
Score: -16396253.000000 Penalty: 5729.206055
	Iteration 37Q: 3 clusters Score -1.639625e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 103179 members 
Entering Unmasked Estep 
Score: -16396257.000000 Penalty: 5729.206055
	Iteration 38Q: 3 clusters Score -1.639626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 103212 members 
Entering Unmasked Estep 
Score: -16396267.000000 Penalty: 5729.206055
	Iteration 39Q: 3 clusters Score -1.639627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -16396270.000000 Penalty: 5729.206055
	Iteration 40F: 3 clusters Score -1.639627e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
Score: -16396282.000000 Penalty: 5729.206055
	Iteration 41Q: 3 clusters Score -1.639628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 103291 members 
Entering Unmasked Estep 
Score: -16396282.000000 Penalty: 5729.206055
	Iteration 42Q: 3 clusters Score -1.639628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 103305 members 
Entering Unmasked Estep 
Score: -16396277.000000 Penalty: 5729.206055
	Iteration 43Q: 3 clusters Score -1.639628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 103312 members 
Entering Unmasked Estep 
Score: -16396292.000000 Penalty: 5729.206055
	Iteration 44Q: 3 clusters Score -1.639629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -16396285.000000 Penalty: 5729.206055
	Iteration 45Q: 3 clusters Score -1.639628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -16396283.000000 Penalty: 5729.206055
	Iteration 46Q: 3 clusters Score -1.639628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -16396282.000000 Penalty: 5729.206055
	Iteration 47Q: 3 clusters Score -1.639628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -16396283.000000 Penalty: 5729.206055
	Iteration 48Q: 3 clusters Score -1.639628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -16396278.000000 Penalty: 5729.206055
	Iteration 49Q: 3 clusters Score -1.639628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -16396281.000000 Penalty: 5729.206055
	Iteration 50Q: 3 clusters Score -1.639628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -16396278.000000 Penalty: 5729.206055
	Iteration 51Q: 3 clusters Score -1.639628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -16396279.000000 Penalty: 5729.206055
	Iteration 52Q: 3 clusters Score -1.639628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -16396291.000000 Penalty: 5729.206055
	Iteration 53Q: 3 clusters Score -1.639629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 103339 members 
Entering Unmasked Estep 
Score: -16396294.000000 Penalty: 5729.206055
	Iteration 54Q: 3 clusters Score -1.639629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -16396297.000000 Penalty: 5729.206055
	Iteration 55Q: 3 clusters Score -1.63963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -16396285.000000 Penalty: 5729.206055
	Iteration 56Q: 3 clusters Score -1.639628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -16396299.000000 Penalty: 5729.206055
	Iteration 57Q: 3 clusters Score -1.63963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -16396306.000000 Penalty: 5729.206055
	Iteration 58Q: 3 clusters Score -1.639631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -16396302.000000 Penalty: 5729.206055
	Iteration 59Q: 3 clusters Score -1.63963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -16396300.000000 Penalty: 5729.206055
	Iteration 60F: 3 clusters Score -1.63963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -16396297.000000 Penalty: 5729.206055
	Iteration 61Q: 3 clusters Score -1.63963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 103380 members 
Entering Unmasked Estep 
Score: -16396291.000000 Penalty: 5729.206055
	Iteration 62Q: 3 clusters Score -1.639629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 103383 members 
Entering Unmasked Estep 
Score: -16396299.000000 Penalty: 5729.206055
	Iteration 63Q: 3 clusters Score -1.63963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -16396294.000000 Penalty: 5729.206055
	Iteration 64Q: 3 clusters Score -1.639629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -16396301.000000 Penalty: 5729.206055
	Iteration 65Q: 3 clusters Score -1.63963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -16396299.000000 Penalty: 5729.206055
	Iteration 66Q: 3 clusters Score -1.63963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -16396299.000000 Penalty: 5729.206055
	Iteration 67F: 3 clusters Score -1.63963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (136310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136310 members 
Entering Unmasked Estep 
Score: -21408270.000000 Penalty: 2932.026367
	Iteration 0F: 2 clusters Score -2.140827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -21322362.000000 Penalty: 5864.052734
	Iteration 0F: 3 clusters Score -2.132236e+07 nChanged 65177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 72033 members 
Entering Unmasked Estep 
Score: -21361210.000000 Penalty: 5864.052734
	Iteration 1F: 3 clusters Score -2.136121e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62094 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -21363070.000000 Penalty: 5864.052734
	Iteration 2Q: 3 clusters Score -2.136307e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -21365610.000000 Penalty: 5864.052734
	Iteration 3Q: 3 clusters Score -2.136561e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -21369156.000000 Penalty: 5864.052734
	Iteration 4F: 3 clusters Score -2.136916e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -21374704.000000 Penalty: 5864.052734
	Iteration 5F: 3 clusters Score -2.13747e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 96381 members 
Entering Unmasked Estep 
Score: -21382292.000000 Penalty: 5864.052734
	Iteration 6F: 3 clusters Score -2.138229e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 104804 members 
Entering Unmasked Estep 
Score: -21390668.000000 Penalty: 5864.052734
	Iteration 7F: 3 clusters Score -2.139067e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 111970 members 
Entering Unmasked Estep 
Score: -21397120.000000 Penalty: 5864.052734
	Iteration 8F: 3 clusters Score -2.139712e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 117286 members 
Entering Unmasked Estep 
Score: -21400714.000000 Penalty: 5864.052734
	Iteration 9Q: 3 clusters Score -2.140071e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 121083 members 
Entering Unmasked Estep 
Score: -21402636.000000 Penalty: 5864.052734
	Iteration 10Q: 3 clusters Score -2.140264e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 123938 members 
Entering Unmasked Estep 
Score: -21403720.000000 Penalty: 5864.052734
	Iteration 11Q: 3 clusters Score -2.140372e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 126194 members 
Entering Unmasked Estep 
Score: -21404556.000000 Penalty: 5864.052734
	Iteration 12Q: 3 clusters Score -2.140456e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 127938 members 
Entering Unmasked Estep 
Score: -21405132.000000 Penalty: 5864.052734
	Iteration 13Q: 3 clusters Score -2.140513e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 129346 members 
Entering Unmasked Estep 
Score: -21405490.000000 Penalty: 5864.052734
	Iteration 14Q: 3 clusters Score -2.140549e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 130423 members 
Entering Unmasked Estep 
Score: -21405638.000000 Penalty: 5864.052734
	Iteration 15Q: 3 clusters Score -2.140564e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 131266 members 
Entering Unmasked Estep 
Score: -21405750.000000 Penalty: 5864.052734
	Iteration 16Q: 3 clusters Score -2.140575e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 131928 members 
Entering Unmasked Estep 
Score: -21405796.000000 Penalty: 5864.052734
	Iteration 17Q: 3 clusters Score -2.14058e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 132461 members 
Entering Unmasked Estep 
Score: -21405930.000000 Penalty: 5864.052734
	Iteration 18Q: 3 clusters Score -2.140593e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 132874 members 
Entering Unmasked Estep 
Score: -21406044.000000 Penalty: 5864.052734
	Iteration 19Q: 3 clusters Score -2.140604e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 133176 members 
Entering Unmasked Estep 
Score: -21406108.000000 Penalty: 5864.052734
	Iteration 20F: 3 clusters Score -2.140611e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 133409 members 
Entering Unmasked Estep 
Score: -21406112.000000 Penalty: 5864.052734
	Iteration 21Q: 3 clusters Score -2.140611e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -21406150.000000 Penalty: 5864.052734
	Iteration 22Q: 3 clusters Score -2.140615e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -21406176.000000 Penalty: 5864.052734
	Iteration 23Q: 3 clusters Score -2.140618e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -21406154.000000 Penalty: 5864.052734
	Iteration 24Q: 3 clusters Score -2.140615e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 134009 members 
Entering Unmasked Estep 
Score: -21406174.000000 Penalty: 5864.052734
	Iteration 25Q: 3 clusters Score -2.140617e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 134108 members 
Entering Unmasked Estep 
Score: -21406204.000000 Penalty: 5864.052734
	Iteration 26Q: 3 clusters Score -2.14062e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 134206 members 
Entering Unmasked Estep 
Score: -21406256.000000 Penalty: 5864.052734
	Iteration 27Q: 3 clusters Score -2.140626e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 134290 members 
Entering Unmasked Estep 
Score: -21406268.000000 Penalty: 5864.052734
	Iteration 28Q: 3 clusters Score -2.140627e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 134365 members 
Entering Unmasked Estep 
Score: -21406256.000000 Penalty: 5864.052734
	Iteration 29Q: 3 clusters Score -2.140626e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 134423 members 
Entering Unmasked Estep 
Score: -21406250.000000 Penalty: 5864.052734
	Iteration 30Q: 3 clusters Score -2.140625e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -21406224.000000 Penalty: 5864.052734
	Iteration 31Q: 3 clusters Score -2.140622e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 134518 members 
Entering Unmasked Estep 
Score: -21406214.000000 Penalty: 5864.052734
	Iteration 32Q: 3 clusters Score -2.140621e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 134551 members 
Entering Unmasked Estep 
Score: -21406214.000000 Penalty: 5864.052734
	Iteration 33Q: 3 clusters Score -2.140621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 134568 members 
Entering Unmasked Estep 
Score: -21406222.000000 Penalty: 5864.052734
	Iteration 34Q: 3 clusters Score -2.140622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 134589 members 
Entering Unmasked Estep 
Score: -21406220.000000 Penalty: 5864.052734
	Iteration 35Q: 3 clusters Score -2.140622e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 134611 members 
Entering Unmasked Estep 
Score: -21406224.000000 Penalty: 5864.052734
	Iteration 36Q: 3 clusters Score -2.140622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 134635 members 
Entering Unmasked Estep 
Score: -21406256.000000 Penalty: 5864.052734
	Iteration 37Q: 3 clusters Score -2.140626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 134659 members 
Entering Unmasked Estep 
Score: -21406234.000000 Penalty: 5864.052734
	Iteration 38Q: 3 clusters Score -2.140623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 134685 members 
Entering Unmasked Estep 
Score: -21406224.000000 Penalty: 5864.052734
	Iteration 39Q: 3 clusters Score -2.140622e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 134705 members 
Entering Unmasked Estep 
Score: -21406224.000000 Penalty: 5864.052734
	Iteration 40F: 3 clusters Score -2.140622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 134718 members 
Entering Unmasked Estep 
Score: -21406216.000000 Penalty: 5864.052734
	Iteration 41Q: 3 clusters Score -2.140622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 134732 members 
Entering Unmasked Estep 
Score: -21406224.000000 Penalty: 5864.052734
	Iteration 42Q: 3 clusters Score -2.140622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 134745 members 
Entering Unmasked Estep 
Score: -21406208.000000 Penalty: 5864.052734
	Iteration 43Q: 3 clusters Score -2.140621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 134754 members 
Entering Unmasked Estep 
Score: -21406216.000000 Penalty: 5864.052734
	Iteration 44Q: 3 clusters Score -2.140622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -21406212.000000 Penalty: 5864.052734
	Iteration 45Q: 3 clusters Score -2.140621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 134763 members 
Entering Unmasked Estep 
Score: -21406206.000000 Penalty: 5864.052734
	Iteration 46Q: 3 clusters Score -2.140621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 134773 members 
Entering Unmasked Estep 
Score: -21406194.000000 Penalty: 5864.052734
	Iteration 47Q: 3 clusters Score -2.140619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 134777 members 
Entering Unmasked Estep 
Score: -21406198.000000 Penalty: 5864.052734
	Iteration 48Q: 3 clusters Score -2.14062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 134778 members 
Entering Unmasked Estep 
Score: -21406204.000000 Penalty: 5864.052734
	Iteration 49Q: 3 clusters Score -2.14062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 134780 members 
Entering Unmasked Estep 
Score: -21406202.000000 Penalty: 5864.052734
	Iteration 50Q: 3 clusters Score -2.14062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 134781 members 
Entering Unmasked Estep 
Score: -21406194.000000 Penalty: 5864.052734
	Iteration 51Q: 3 clusters Score -2.140619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 134783 members 
Entering Unmasked Estep 
Score: -21406192.000000 Penalty: 5864.052734
	Iteration 52Q: 3 clusters Score -2.140619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 134783 members 
Entering Unmasked Estep 
Score: -21406192.000000 Penalty: 5864.052734
	Iteration 53F: 3 clusters Score -2.140619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Entering Unmasked Estep 
Score: -2497846.250000 Penalty: 2397.055664
	Iteration 0F: 2 clusters Score -2497846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2486412.000000 Penalty: 4794.111328
	Iteration 0F: 3 clusters Score -2486412 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2490088.000000 Penalty: 4794.111328
	Iteration 1F: 3 clusters Score -2490088 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2490489.500000 Penalty: 4794.111328
	Iteration 2F: 3 clusters Score -2490490 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2490901.250000 Penalty: 4794.111328
	Iteration 3Q: 3 clusters Score -2490901 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2491274.750000 Penalty: 4794.111328
	Iteration 4Q: 3 clusters Score -2491275 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2491624.250000 Penalty: 4794.111328
	Iteration 5Q: 3 clusters Score -2491624 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2492009.000000 Penalty: 4794.111328
	Iteration 6Q: 3 clusters Score -2492009 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2492382.000000 Penalty: 4794.111328
	Iteration 7Q: 3 clusters Score -2492382 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2492741.500000 Penalty: 4794.111328
	Iteration 8Q: 3 clusters Score -2492742 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2493073.000000 Penalty: 4794.111328
	Iteration 9Q: 3 clusters Score -2493073 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2493357.250000 Penalty: 4794.111328
	Iteration 10Q: 3 clusters Score -2493357 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2493665.000000 Penalty: 4794.111328
	Iteration 11Q: 3 clusters Score -2493665 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2493948.250000 Penalty: 4794.111328
	Iteration 12Q: 3 clusters Score -2493948 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2494197.750000 Penalty: 4794.111328
	Iteration 13Q: 3 clusters Score -2494198 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2494453.250000 Penalty: 4794.111328
	Iteration 14Q: 3 clusters Score -2494453 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2494693.000000 Penalty: 4794.111328
	Iteration 15Q: 3 clusters Score -2494693 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2494875.500000 Penalty: 4794.111328
	Iteration 16Q: 3 clusters Score -2494876 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2495009.500000 Penalty: 4794.111328
	Iteration 17Q: 3 clusters Score -2495010 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2495100.500000 Penalty: 4794.111328
	Iteration 18Q: 3 clusters Score -2495100 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2495164.750000 Penalty: 4794.111328
	Iteration 19Q: 3 clusters Score -2495165 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2495213.500000 Penalty: 4794.111328
	Iteration 20F: 3 clusters Score -2495214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2495260.000000 Penalty: 4794.111328
	Iteration 21Q: 3 clusters Score -2495260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2495309.500000 Penalty: 4794.111328
	Iteration 22Q: 3 clusters Score -2495310 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2495335.000000 Penalty: 4794.111328
	Iteration 23Q: 3 clusters Score -2495335 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2495367.250000 Penalty: 4794.111328
	Iteration 24Q: 3 clusters Score -2495367 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2495410.250000 Penalty: 4794.111328
	Iteration 25Q: 3 clusters Score -2495410 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2495440.250000 Penalty: 4794.111328
	Iteration 26Q: 3 clusters Score -2495440 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2495484.000000 Penalty: 4794.111328
	Iteration 27Q: 3 clusters Score -2495484 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2495519.500000 Penalty: 4794.111328
	Iteration 28Q: 3 clusters Score -2495520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2495545.500000 Penalty: 4794.111328
	Iteration 29Q: 3 clusters Score -2495546 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2495569.750000 Penalty: 4794.111328
	Iteration 30Q: 3 clusters Score -2495570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2495590.000000 Penalty: 4794.111328
	Iteration 31Q: 3 clusters Score -2495590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2495606.250000 Penalty: 4794.111328
	Iteration 32Q: 3 clusters Score -2495606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2495622.000000 Penalty: 4794.111328
	Iteration 33Q: 3 clusters Score -2495622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2495620.500000 Penalty: 4794.111328
	Iteration 34Q: 3 clusters Score -2495620 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2495632.750000 Penalty: 4794.111328
	Iteration 35Q: 3 clusters Score -2495633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2495640.250000 Penalty: 4794.111328
	Iteration 36Q: 3 clusters Score -2495640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2495659.500000 Penalty: 4794.111328
	Iteration 37Q: 3 clusters Score -2495660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2495676.000000 Penalty: 4794.111328
	Iteration 38Q: 3 clusters Score -2495676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2495689.500000 Penalty: 4794.111328
	Iteration 39Q: 3 clusters Score -2495690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2495694.500000 Penalty: 4794.111328
	Iteration 40F: 3 clusters Score -2495694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2495704.250000 Penalty: 4794.111328
	Iteration 41Q: 3 clusters Score -2495704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2495714.000000 Penalty: 4794.111328
	Iteration 42Q: 3 clusters Score -2495714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2495723.250000 Penalty: 4794.111328
	Iteration 43Q: 3 clusters Score -2495723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2495738.250000 Penalty: 4794.111328
	Iteration 44Q: 3 clusters Score -2495738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2495747.250000 Penalty: 4794.111328
	Iteration 45Q: 3 clusters Score -2495747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2495750.500000 Penalty: 4794.111328
	Iteration 46Q: 3 clusters Score -2495750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2495763.500000 Penalty: 4794.111328
	Iteration 47Q: 3 clusters Score -2495764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2495782.250000 Penalty: 4794.111328
	Iteration 48Q: 3 clusters Score -2495782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2495789.000000 Penalty: 4794.111328
	Iteration 49Q: 3 clusters Score -2495789 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2495797.000000 Penalty: 4794.111328
	Iteration 50Q: 3 clusters Score -2495797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2495805.750000 Penalty: 4794.111328
	Iteration 51Q: 3 clusters Score -2495806 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2495816.500000 Penalty: 4794.111328
	Iteration 52Q: 3 clusters Score -2495816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2495829.250000 Penalty: 4794.111328
	Iteration 53Q: 3 clusters Score -2495829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2495839.250000 Penalty: 4794.111328
	Iteration 54Q: 3 clusters Score -2495839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2495855.500000 Penalty: 4794.111328
	Iteration 55Q: 3 clusters Score -2495856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2495859.500000 Penalty: 4794.111328
	Iteration 56Q: 3 clusters Score -2495860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2495858.000000 Penalty: 4794.111328
	Iteration 57Q: 3 clusters Score -2495858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2495869.250000 Penalty: 4794.111328
	Iteration 58Q: 3 clusters Score -2495869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2495877.500000 Penalty: 4794.111328
	Iteration 59Q: 3 clusters Score -2495878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2495881.500000 Penalty: 4794.111328
	Iteration 60F: 3 clusters Score -2495882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2495876.250000 Penalty: 4794.111328
	Iteration 61Q: 3 clusters Score -2495876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2495881.250000 Penalty: 4794.111328
	Iteration 62Q: 3 clusters Score -2495881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2495886.750000 Penalty: 4794.111328
	Iteration 63Q: 3 clusters Score -2495887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2495892.750000 Penalty: 4794.111328
	Iteration 64Q: 3 clusters Score -2495893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2495897.500000 Penalty: 4794.111328
	Iteration 65Q: 3 clusters Score -2495898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2495898.500000 Penalty: 4794.111328
	Iteration 66Q: 3 clusters Score -2495898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2495903.250000 Penalty: 4794.111328
	Iteration 67Q: 3 clusters Score -2495903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2495905.250000 Penalty: 4794.111328
	Iteration 68Q: 3 clusters Score -2495905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2495908.750000 Penalty: 4794.111328
	Iteration 69Q: 3 clusters Score -2495909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2495918.500000 Penalty: 4794.111328
	Iteration 70Q: 3 clusters Score -2495918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2495924.500000 Penalty: 4794.111328
	Iteration 71Q: 3 clusters Score -2495924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2495928.000000 Penalty: 4794.111328
	Iteration 72Q: 3 clusters Score -2495928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2495924.250000 Penalty: 4794.111328
	Iteration 73Q: 3 clusters Score -2495924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2495927.750000 Penalty: 4794.111328
	Iteration 74Q: 3 clusters Score -2495928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2495930.000000 Penalty: 4794.111328
	Iteration 75Q: 3 clusters Score -2495930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2495930.500000 Penalty: 4794.111328
	Iteration 76Q: 3 clusters Score -2495930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2495932.000000 Penalty: 4794.111328
	Iteration 77Q: 3 clusters Score -2495932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2495933.000000 Penalty: 4794.111328
	Iteration 78Q: 3 clusters Score -2495933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2495934.750000 Penalty: 4794.111328
	Iteration 79Q: 3 clusters Score -2495935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2495932.250000 Penalty: 4794.111328
	Iteration 80F: 3 clusters Score -2495932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2495931.500000 Penalty: 4794.111328
	Iteration 81Q: 3 clusters Score -2495932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2495934.000000 Penalty: 4794.111328
	Iteration 82Q: 3 clusters Score -2495934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2495929.750000 Penalty: 4794.111328
	Iteration 83Q: 3 clusters Score -2495930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2495928.000000 Penalty: 4794.111328
	Iteration 84Q: 3 clusters Score -2495928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2495933.250000 Penalty: 4794.111328
	Iteration 85Q: 3 clusters Score -2495933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2495932.000000 Penalty: 4794.111328
	Iteration 86Q: 3 clusters Score -2495932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2495929.250000 Penalty: 4794.111328
	Iteration 87Q: 3 clusters Score -2495929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2495934.000000 Penalty: 4794.111328
	Iteration 88Q: 3 clusters Score -2495934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2495937.250000 Penalty: 4794.111328
	Iteration 89Q: 3 clusters Score -2495937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2495940.500000 Penalty: 4794.111328
	Iteration 90Q: 3 clusters Score -2495940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2495937.000000 Penalty: 4794.111328
	Iteration 91Q: 3 clusters Score -2495937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2495938.750000 Penalty: 4794.111328
	Iteration 92Q: 3 clusters Score -2495939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2495937.000000 Penalty: 4794.111328
	Iteration 93Q: 3 clusters Score -2495937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2495934.250000 Penalty: 4794.111328
	Iteration 94Q: 3 clusters Score -2495934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2495940.500000 Penalty: 4794.111328
	Iteration 95Q: 3 clusters Score -2495940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2495943.250000 Penalty: 4794.111328
	Iteration 96Q: 3 clusters Score -2495943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2495942.000000 Penalty: 4794.111328
	Iteration 97Q: 3 clusters Score -2495942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2495945.250000 Penalty: 4794.111328
	Iteration 98Q: 3 clusters Score -2495945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2495948.750000 Penalty: 4794.111328
	Iteration 99Q: 3 clusters Score -2495949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2495947.000000 Penalty: 4794.111328
	Iteration 100F: 3 clusters Score -2495947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2495947.500000 Penalty: 4794.111328
	Iteration 101Q: 3 clusters Score -2495948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2495947.750000 Penalty: 4794.111328
	Iteration 102Q: 3 clusters Score -2495948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2495951.750000 Penalty: 4794.111328
	Iteration 103Q: 3 clusters Score -2495952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2495951.250000 Penalty: 4794.111328
	Iteration 104Q: 3 clusters Score -2495951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2495949.500000 Penalty: 4794.111328
	Iteration 105Q: 3 clusters Score -2495950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2495953.250000 Penalty: 4794.111328
	Iteration 106Q: 3 clusters Score -2495953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2495951.500000 Penalty: 4794.111328
	Iteration 107Q: 3 clusters Score -2495952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2495952.250000 Penalty: 4794.111328
	Iteration 108Q: 3 clusters Score -2495952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2495951.000000 Penalty: 4794.111328
	Iteration 109Q: 3 clusters Score -2495951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2495954.750000 Penalty: 4794.111328
	Iteration 110Q: 3 clusters Score -2495955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2495952.500000 Penalty: 4794.111328
	Iteration 111Q: 3 clusters Score -2495952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2495954.250000 Penalty: 4794.111328
	Iteration 112Q: 3 clusters Score -2495954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2495952.500000 Penalty: 4794.111328
	Iteration 113Q: 3 clusters Score -2495952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2495953.000000 Penalty: 4794.111328
	Iteration 114Q: 3 clusters Score -2495953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2495955.000000 Penalty: 4794.111328
	Iteration 115Q: 3 clusters Score -2495955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2495954.750000 Penalty: 4794.111328
	Iteration 116Q: 3 clusters Score -2495955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2495957.000000 Penalty: 4794.111328
	Iteration 117Q: 3 clusters Score -2495957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2495955.250000 Penalty: 4794.111328
	Iteration 118Q: 3 clusters Score -2495955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2495954.750000 Penalty: 4794.111328
	Iteration 119Q: 3 clusters Score -2495955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2495954.750000 Penalty: 4794.111328
	Iteration 120F: 3 clusters Score -2495955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -13574.948242 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -13574.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12845.127930 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -12845.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13084.919922 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -13084.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13140.134766 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -13140.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13189.061523 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -13189.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13189.061523 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -13189.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -211457.562500 Penalty: 1797.805298
	Iteration 0F: 2 clusters Score -211457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -209220.093750 Penalty: 3595.610596
	Iteration 0F: 3 clusters Score -209220.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -209574.640625 Penalty: 3595.610596
	Iteration 1F: 3 clusters Score -209574.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -209675.343750 Penalty: 3595.610596
	Iteration 2F: 3 clusters Score -209675.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -209718.109375 Penalty: 3595.610596
	Iteration 3Q: 3 clusters Score -209718.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209758.593750 Penalty: 3595.610596
	Iteration 4Q: 3 clusters Score -209758.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -209794.062500 Penalty: 3595.610596
	Iteration 5Q: 3 clusters Score -209794.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -209820.546875 Penalty: 3595.610596
	Iteration 6Q: 3 clusters Score -209820.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209843.187500 Penalty: 3595.610596
	Iteration 7Q: 3 clusters Score -209843.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -209861.031250 Penalty: 3595.610596
	Iteration 8Q: 3 clusters Score -209861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209870.390625 Penalty: 3595.610596
	Iteration 9Q: 3 clusters Score -209870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -209876.812500 Penalty: 3595.610596
	Iteration 10Q: 3 clusters Score -209876.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209881.046875 Penalty: 3595.610596
	Iteration 11Q: 3 clusters Score -209881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -209885.015625 Penalty: 3595.610596
	Iteration 12Q: 3 clusters Score -209885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209887.359375 Penalty: 3595.610596
	Iteration 13Q: 3 clusters Score -209887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -209889.718750 Penalty: 3595.610596
	Iteration 14Q: 3 clusters Score -209889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209890.375000 Penalty: 3595.610596
	Iteration 15Q: 3 clusters Score -209890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -209891.218750 Penalty: 3595.610596
	Iteration 16Q: 3 clusters Score -209891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -209893.390625 Penalty: 3595.610596
	Iteration 17Q: 3 clusters Score -209893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -209894.453125 Penalty: 3595.610596
	Iteration 18Q: 3 clusters Score -209894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -209894.687500 Penalty: 3595.610596
	Iteration 19Q: 3 clusters Score -209894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -209894.687500 Penalty: 3595.610596
	Iteration 20F: 3 clusters Score -209894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Entering Unmasked Estep 
Score: -2167272.750000 Penalty: 2363.987305
	Iteration 0F: 2 clusters Score -2167273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2157167.500000 Penalty: 4727.974609
	Iteration 0F: 3 clusters Score -2157168 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2160518.250000 Penalty: 4727.974609
	Iteration 1F: 3 clusters Score -2160518 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2161369.250000 Penalty: 4727.974609
	Iteration 2F: 3 clusters Score -2161369 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2162300.000000 Penalty: 4727.974609
	Iteration 3F: 3 clusters Score -2162300 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2163207.750000 Penalty: 4727.974609
	Iteration 4F: 3 clusters Score -2163208 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2164036.500000 Penalty: 4727.974609
	Iteration 5F: 3 clusters Score -2164036 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2164743.750000 Penalty: 4727.974609
	Iteration 6F: 3 clusters Score -2164744 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2165333.750000 Penalty: 4727.974609
	Iteration 7Q: 3 clusters Score -2165334 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2165886.500000 Penalty: 4727.974609
	Iteration 8Q: 3 clusters Score -2165886 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2166304.250000 Penalty: 4727.974609
	Iteration 9Q: 3 clusters Score -2166304 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2166535.250000 Penalty: 4727.974609
	Iteration 10Q: 3 clusters Score -2166535 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2166661.500000 Penalty: 4727.974609
	Iteration 11Q: 3 clusters Score -2166662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2166719.250000 Penalty: 4727.974609
	Iteration 12Q: 3 clusters Score -2166719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2166741.750000 Penalty: 4727.974609
	Iteration 13Q: 3 clusters Score -2166742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2166751.500000 Penalty: 4727.974609
	Iteration 14Q: 3 clusters Score -2166752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2166761.000000 Penalty: 4727.974609
	Iteration 15Q: 3 clusters Score -2166761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2166769.750000 Penalty: 4727.974609
	Iteration 16Q: 3 clusters Score -2166770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2166782.750000 Penalty: 4727.974609
	Iteration 17Q: 3 clusters Score -2166783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2166793.500000 Penalty: 4727.974609
	Iteration 18Q: 3 clusters Score -2166794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2166803.250000 Penalty: 4727.974609
	Iteration 19Q: 3 clusters Score -2166803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2166816.750000 Penalty: 4727.974609
	Iteration 20F: 3 clusters Score -2166817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2166822.500000 Penalty: 4727.974609
	Iteration 21Q: 3 clusters Score -2166822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2166829.750000 Penalty: 4727.974609
	Iteration 22Q: 3 clusters Score -2166830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2166831.500000 Penalty: 4727.974609
	Iteration 23Q: 3 clusters Score -2166832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2166831.500000 Penalty: 4727.974609
	Iteration 24Q: 3 clusters Score -2166832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2166836.500000 Penalty: 4727.974609
	Iteration 25Q: 3 clusters Score -2166836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2166838.000000 Penalty: 4727.974609
	Iteration 26Q: 3 clusters Score -2166838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2166836.750000 Penalty: 4727.974609
	Iteration 27Q: 3 clusters Score -2166837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2166840.750000 Penalty: 4727.974609
	Iteration 28Q: 3 clusters Score -2166841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2166847.250000 Penalty: 4727.974609
	Iteration 29Q: 3 clusters Score -2166847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2166846.250000 Penalty: 4727.974609
	Iteration 30Q: 3 clusters Score -2166846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2166849.250000 Penalty: 4727.974609
	Iteration 31Q: 3 clusters Score -2166849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2166857.500000 Penalty: 4727.974609
	Iteration 32Q: 3 clusters Score -2166858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2166862.000000 Penalty: 4727.974609
	Iteration 33Q: 3 clusters Score -2166862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2166863.000000 Penalty: 4727.974609
	Iteration 34Q: 3 clusters Score -2166863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2166864.250000 Penalty: 4727.974609
	Iteration 35Q: 3 clusters Score -2166864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2166864.500000 Penalty: 4727.974609
	Iteration 36Q: 3 clusters Score -2166864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2166863.250000 Penalty: 4727.974609
	Iteration 37Q: 3 clusters Score -2166863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2166863.250000 Penalty: 4727.974609
	Iteration 38F: 3 clusters Score -2166863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Entering Unmasked Estep 
Score: -2382328.750000 Penalty: 2387.416504
	Iteration 0F: 2 clusters Score -2382329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2371338.500000 Penalty: 4774.833008
	Iteration 0F: 3 clusters Score -2371338 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2374961.750000 Penalty: 4774.833008
	Iteration 1F: 3 clusters Score -2374962 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2375403.000000 Penalty: 4774.833008
	Iteration 2F: 3 clusters Score -2375403 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2375879.250000 Penalty: 4774.833008
	Iteration 3F: 3 clusters Score -2375879 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2376396.250000 Penalty: 4774.833008
	Iteration 4F: 3 clusters Score -2376396 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2377083.250000 Penalty: 4774.833008
	Iteration 5F: 3 clusters Score -2377083 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2377835.250000 Penalty: 4774.833008
	Iteration 6F: 3 clusters Score -2377835 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2378565.750000 Penalty: 4774.833008
	Iteration 7F: 3 clusters Score -2378566 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2379145.250000 Penalty: 4774.833008
	Iteration 8Q: 3 clusters Score -2379145 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2379582.250000 Penalty: 4774.833008
	Iteration 9Q: 3 clusters Score -2379582 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2379839.500000 Penalty: 4774.833008
	Iteration 10Q: 3 clusters Score -2379840 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2380029.000000 Penalty: 4774.833008
	Iteration 11Q: 3 clusters Score -2380029 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2380143.000000 Penalty: 4774.833008
	Iteration 12Q: 3 clusters Score -2380143 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2380234.000000 Penalty: 4774.833008
	Iteration 13Q: 3 clusters Score -2380234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2380281.250000 Penalty: 4774.833008
	Iteration 14Q: 3 clusters Score -2380281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2380327.250000 Penalty: 4774.833008
	Iteration 15Q: 3 clusters Score -2380327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2380347.250000 Penalty: 4774.833008
	Iteration 16Q: 3 clusters Score -2380347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2380366.750000 Penalty: 4774.833008
	Iteration 17Q: 3 clusters Score -2380367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2380390.000000 Penalty: 4774.833008
	Iteration 18Q: 3 clusters Score -2380390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2380415.750000 Penalty: 4774.833008
	Iteration 19Q: 3 clusters Score -2380416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2380440.750000 Penalty: 4774.833008
	Iteration 20F: 3 clusters Score -2380441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2380457.000000 Penalty: 4774.833008
	Iteration 21Q: 3 clusters Score -2380457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2380463.500000 Penalty: 4774.833008
	Iteration 22Q: 3 clusters Score -2380464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2380467.000000 Penalty: 4774.833008
	Iteration 23Q: 3 clusters Score -2380467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2380469.000000 Penalty: 4774.833008
	Iteration 24Q: 3 clusters Score -2380469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2380475.000000 Penalty: 4774.833008
	Iteration 25Q: 3 clusters Score -2380475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2380481.750000 Penalty: 4774.833008
	Iteration 26Q: 3 clusters Score -2380482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2380484.750000 Penalty: 4774.833008
	Iteration 27Q: 3 clusters Score -2380485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2380484.750000 Penalty: 4774.833008
	Iteration 28F: 3 clusters Score -2380485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -114612.875000 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -114612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112808.031250 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -112808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113117.304688 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -113117.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -113306.734375 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -113306.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -113563.421875 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -113563.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -113890.523438 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -113890.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -114149.007812 Penalty: 3330.228516
	Iteration 5F: 3 clusters Score -114149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -114278.195312 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -114278.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -114401.593750 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -114401.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -114460.835938 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -114460.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -114496.234375 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -114496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -114534.140625 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -114534.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -114563.710938 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -114563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -114570.039062 Penalty: 3330.228516
	Iteration 12Q: 3 clusters Score -114570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -114573.562500 Penalty: 3330.228516
	Iteration 13Q: 3 clusters Score -114573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -114574.562500 Penalty: 3330.228516
	Iteration 14Q: 3 clusters Score -114574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -114574.562500 Penalty: 3330.228516
	Iteration 15F: 3 clusters Score -114574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -52265.230469 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -52265.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50926.425781 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -50926.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51139.406250 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -51139.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51292.417969 Penalty: 2942.393555
	Iteration 2F: 3 clusters Score -51292.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51347.343750 Penalty: 2942.393555
	Iteration 3F: 3 clusters Score -51347.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -51418.664062 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -51418.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -51544.148438 Penalty: 2942.393555
	Iteration 5Q: 3 clusters Score -51544.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -51796.718750 Penalty: 2942.393555
	Iteration 6Q: 3 clusters Score -51796.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -52075.785156 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -52075.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -52135.171875 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -52135.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -52151.804688 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -52151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -52160.824219 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -52160.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -52169.492188 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -52169.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -52177.742188 Penalty: 2942.393555
	Iteration 12Q: 3 clusters Score -52177.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -52187.675781 Penalty: 2942.393555
	Iteration 13Q: 3 clusters Score -52187.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -52191.019531 Penalty: 2942.393555
	Iteration 14Q: 3 clusters Score -52191.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -52191.019531 Penalty: 2942.393555
	Iteration 15F: 3 clusters Score -52191.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -144344.218750 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -144344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -142392.265625 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -142392.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -142693.078125 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -142693.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -142785.375000 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -142785.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -142812.765625 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -142812.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -142832.734375 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -142832.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142842.421875 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -142842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142850.828125 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -142850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142857.625000 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -142857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -142872.046875 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -142872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -142880.812500 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -142880.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142884.343750 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -142884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -142888.765625 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -142888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142890.109375 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -142890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142890.109375 Penalty: 3431.181885
	Iteration 13F: 3 clusters Score -142890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1330983.125000 Penalty: 2245.748779
	Iteration 0F: 2 clusters Score -1330983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1324216.625000 Penalty: 4491.497559
	Iteration 0F: 3 clusters Score -1324217 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1326144.875000 Penalty: 4491.497559
	Iteration 1F: 3 clusters Score -1326145 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1326485.250000 Penalty: 4491.497559
	Iteration 2F: 3 clusters Score -1326485 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1326728 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1326939 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1327136.750000 Penalty: 4491.497559
	Iteration 5Q: 3 clusters Score -1327137 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1327309 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1327460 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1327606.375000 Penalty: 4491.497559
	Iteration 8Q: 3 clusters Score -1327606 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1327746.625000 Penalty: 4491.497559
	Iteration 9Q: 3 clusters Score -1327747 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1327906.375000 Penalty: 4491.497559
	Iteration 10Q: 3 clusters Score -1327906 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1328048.125000 Penalty: 4491.497559
	Iteration 11Q: 3 clusters Score -1328048 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1328179.875000 Penalty: 4491.497559
	Iteration 12Q: 3 clusters Score -1328180 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1328333.250000 Penalty: 4491.497559
	Iteration 13Q: 3 clusters Score -1328333 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1328483.750000 Penalty: 4491.497559
	Iteration 14Q: 3 clusters Score -1328484 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1328600.125000 Penalty: 4491.497559
	Iteration 15Q: 3 clusters Score -1328600 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1328697.750000 Penalty: 4491.497559
	Iteration 16Q: 3 clusters Score -1328698 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1328763.875000 Penalty: 4491.497559
	Iteration 17Q: 3 clusters Score -1328764 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1328825.875000 Penalty: 4491.497559
	Iteration 18Q: 3 clusters Score -1328826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1328876.625000 Penalty: 4491.497559
	Iteration 19Q: 3 clusters Score -1328877 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1328912.750000 Penalty: 4491.497559
	Iteration 20F: 3 clusters Score -1328913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1328948.875000 Penalty: 4491.497559
	Iteration 21Q: 3 clusters Score -1328949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1328980.375000 Penalty: 4491.497559
	Iteration 22Q: 3 clusters Score -1328980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1329004.875000 Penalty: 4491.497559
	Iteration 23Q: 3 clusters Score -1329005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1329027.125000 Penalty: 4491.497559
	Iteration 24Q: 3 clusters Score -1329027 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1329049.125000 Penalty: 4491.497559
	Iteration 25Q: 3 clusters Score -1329049 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1329063.250000 Penalty: 4491.497559
	Iteration 26Q: 3 clusters Score -1329063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1329084.750000 Penalty: 4491.497559
	Iteration 27Q: 3 clusters Score -1329085 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1329101.625000 Penalty: 4491.497559
	Iteration 28Q: 3 clusters Score -1329102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1329116.125000 Penalty: 4491.497559
	Iteration 29Q: 3 clusters Score -1329116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1329133.750000 Penalty: 4491.497559
	Iteration 30Q: 3 clusters Score -1329134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1329150.500000 Penalty: 4491.497559
	Iteration 31Q: 3 clusters Score -1329150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1329172.375000 Penalty: 4491.497559
	Iteration 32Q: 3 clusters Score -1329172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1329191.125000 Penalty: 4491.497559
	Iteration 33Q: 3 clusters Score -1329191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1329210.875000 Penalty: 4491.497559
	Iteration 34Q: 3 clusters Score -1329211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1329223.000000 Penalty: 4491.497559
	Iteration 35Q: 3 clusters Score -1329223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1329242.625000 Penalty: 4491.497559
	Iteration 36Q: 3 clusters Score -1329243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1329266.000000 Penalty: 4491.497559
	Iteration 37Q: 3 clusters Score -1329266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1329283.875000 Penalty: 4491.497559
	Iteration 38Q: 3 clusters Score -1329284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1329309.125000 Penalty: 4491.497559
	Iteration 39Q: 3 clusters Score -1329309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1329347.750000 Penalty: 4491.497559
	Iteration 40F: 3 clusters Score -1329348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1329395.000000 Penalty: 4491.497559
	Iteration 41Q: 3 clusters Score -1329395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1329440.125000 Penalty: 4491.497559
	Iteration 42Q: 3 clusters Score -1329440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1329483.500000 Penalty: 4491.497559
	Iteration 43Q: 3 clusters Score -1329484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1329521.250000 Penalty: 4491.497559
	Iteration 44Q: 3 clusters Score -1329521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1329556.125000 Penalty: 4491.497559
	Iteration 45Q: 3 clusters Score -1329556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1329589.125000 Penalty: 4491.497559
	Iteration 46Q: 3 clusters Score -1329589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1329617.375000 Penalty: 4491.497559
	Iteration 47Q: 3 clusters Score -1329617 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1329640.625000 Penalty: 4491.497559
	Iteration 48Q: 3 clusters Score -1329641 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1329663.875000 Penalty: 4491.497559
	Iteration 49Q: 3 clusters Score -1329664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1329681.500000 Penalty: 4491.497559
	Iteration 50Q: 3 clusters Score -1329682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1329703.750000 Penalty: 4491.497559
	Iteration 51Q: 3 clusters Score -1329704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1329723.125000 Penalty: 4491.497559
	Iteration 52Q: 3 clusters Score -1329723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1329741.375000 Penalty: 4491.497559
	Iteration 53Q: 3 clusters Score -1329741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1329753.625000 Penalty: 4491.497559
	Iteration 54Q: 3 clusters Score -1329754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1329766.375000 Penalty: 4491.497559
	Iteration 55Q: 3 clusters Score -1329766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1329777.125000 Penalty: 4491.497559
	Iteration 56Q: 3 clusters Score -1329777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1329790.750000 Penalty: 4491.497559
	Iteration 57Q: 3 clusters Score -1329791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1329801.000000 Penalty: 4491.497559
	Iteration 58Q: 3 clusters Score -1329801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1329810.875000 Penalty: 4491.497559
	Iteration 59Q: 3 clusters Score -1329811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1329817.250000 Penalty: 4491.497559
	Iteration 60F: 3 clusters Score -1329817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1329829.125000 Penalty: 4491.497559
	Iteration 61Q: 3 clusters Score -1329829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1329838.750000 Penalty: 4491.497559
	Iteration 62Q: 3 clusters Score -1329839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1329855.250000 Penalty: 4491.497559
	Iteration 63Q: 3 clusters Score -1329855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1329863.625000 Penalty: 4491.497559
	Iteration 64Q: 3 clusters Score -1329864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1329871.875000 Penalty: 4491.497559
	Iteration 65Q: 3 clusters Score -1329872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1329876.750000 Penalty: 4491.497559
	Iteration 66Q: 3 clusters Score -1329877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1329883.500000 Penalty: 4491.497559
	Iteration 67Q: 3 clusters Score -1329884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1329887.000000 Penalty: 4491.497559
	Iteration 68Q: 3 clusters Score -1329887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1329892.500000 Penalty: 4491.497559
	Iteration 69Q: 3 clusters Score -1329892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1329893.500000 Penalty: 4491.497559
	Iteration 70Q: 3 clusters Score -1329894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1329893.500000 Penalty: 4491.497559
	Iteration 71Q: 3 clusters Score -1329894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1329893.125000 Penalty: 4491.497559
	Iteration 72Q: 3 clusters Score -1329893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1329895.625000 Penalty: 4491.497559
	Iteration 73Q: 3 clusters Score -1329896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1329897.500000 Penalty: 4491.497559
	Iteration 74Q: 3 clusters Score -1329898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1329897.750000 Penalty: 4491.497559
	Iteration 75Q: 3 clusters Score -1329898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1329897.750000 Penalty: 4491.497559
	Iteration 76F: 3 clusters Score -1329898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -12556.508789 Penalty: 1250.769409
	Iteration 0F: 2 clusters Score -12556.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11887.745117 Penalty: 2501.538818
	Iteration 0F: 3 clusters Score -11887.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12139.003906 Penalty: 2501.538818
	Iteration 1F: 3 clusters Score -12139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -12228.466797 Penalty: 2501.538818
	Iteration 2F: 3 clusters Score -12228.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12261.530273 Penalty: 2501.538818
	Iteration 3Q: 3 clusters Score -12261.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12261.530273 Penalty: 2501.538818
	Iteration 4F: 3 clusters Score -12261.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22364 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33991 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107031 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103862 members 
Mstep: Class 29 contains 136310 members 
Mstep: Class 30 contains 15765 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729960.000000 Penalty: 128097.218750
Iteration 319Q: 40 clusters Score -8.672996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22367 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33990 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107024 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103863 members 
Mstep: Class 29 contains 136314 members 
Mstep: Class 30 contains 15765 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729944.000000 Penalty: 128097.218750
Iteration 320F: 40 clusters Score -8.672994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22370 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107015 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6158 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103866 members 
Mstep: Class 29 contains 136316 members 
Mstep: Class 30 contains 15765 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729976.000000 Penalty: 128097.218750
Iteration 321Q: 40 clusters Score -8.672998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22373 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33989 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107007 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6160 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12612 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103869 members 
Mstep: Class 29 contains 136317 members 
Mstep: Class 30 contains 15764 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729992.000000 Penalty: 128097.218750
Iteration 322Q: 40 clusters Score -8.672999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107011 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6159 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8653 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103865 members 
Mstep: Class 29 contains 136319 members 
Mstep: Class 30 contains 15764 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730024.000000 Penalty: 128097.218750
Iteration 323Q: 40 clusters Score -8.673002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107008 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6158 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103865 members 
Mstep: Class 29 contains 136321 members 
Mstep: Class 30 contains 15765 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730048.000000 Penalty: 128097.218750
Iteration 324Q: 40 clusters Score -8.673005e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22374 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107008 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103867 members 
Mstep: Class 29 contains 136320 members 
Mstep: Class 30 contains 15764 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730024.000000 Penalty: 128097.218750
Iteration 325Q: 40 clusters Score -8.673002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107007 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23069 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103873 members 
Mstep: Class 29 contains 136316 members 
Mstep: Class 30 contains 15763 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730000.000000 Penalty: 128097.218750
Iteration 326Q: 40 clusters Score -8.673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107010 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23070 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103881 members 
Mstep: Class 29 contains 136307 members 
Mstep: Class 30 contains 15760 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730008.000000 Penalty: 128097.218750
Iteration 327Q: 40 clusters Score -8.673001e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107012 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103883 members 
Mstep: Class 29 contains 136303 members 
Mstep: Class 30 contains 15759 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730040.000000 Penalty: 128097.218750
Iteration 328Q: 40 clusters Score -8.673004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107012 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103891 members 
Mstep: Class 29 contains 136296 members 
Mstep: Class 30 contains 15758 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86730000.000000 Penalty: 128097.218750
Iteration 329Q: 40 clusters Score -8.673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103894 members 
Mstep: Class 29 contains 136294 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729976.000000 Penalty: 128097.218750
Iteration 330Q: 40 clusters Score -8.672998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12614 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103892 members 
Mstep: Class 29 contains 136293 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15162 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729984.000000 Penalty: 128097.218750
Iteration 331Q: 40 clusters Score -8.672998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 12 contains 107012 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103893 members 
Mstep: Class 29 contains 136293 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729992.000000 Penalty: 128097.218750
Iteration 332Q: 40 clusters Score -8.672999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107006 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9531 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103897 members 
Mstep: Class 29 contains 136293 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729984.000000 Penalty: 128097.218750
Iteration 333Q: 40 clusters Score -8.672998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107006 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9533 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103897 members 
Mstep: Class 29 contains 136293 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729992.000000 Penalty: 128097.218750
Iteration 334Q: 40 clusters Score -8.672999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5931 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107006 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103894 members 
Mstep: Class 29 contains 136296 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13797 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729984.000000 Penalty: 128097.218750
Iteration 335Q: 40 clusters Score -8.672998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6665 members 
Mstep: Class 12 contains 107005 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103893 members 
Mstep: Class 29 contains 136301 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729968.000000 Penalty: 128097.218750
Iteration 336Q: 40 clusters Score -8.672997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 107004 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103891 members 
Mstep: Class 29 contains 136304 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15164 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729976.000000 Penalty: 128097.218750
Iteration 337Q: 40 clusters Score -8.672998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107007 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9536 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103889 members 
Mstep: Class 29 contains 136304 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729976.000000 Penalty: 128097.218750
Iteration 338Q: 40 clusters Score -8.672998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107009 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103887 members 
Mstep: Class 29 contains 136305 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729984.000000 Penalty: 128097.218750
Iteration 339Q: 40 clusters Score -8.672998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107011 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103887 members 
Mstep: Class 29 contains 136303 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729968.000000 Penalty: 128097.218750
Iteration 340F: 40 clusters Score -8.672997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103887 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729944.000000 Penalty: 128097.218750
Iteration 341Q: 40 clusters Score -8.672994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107013 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103888 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729928.000000 Penalty: 128097.218750
Iteration 342Q: 40 clusters Score -8.672993e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33987 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103887 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15757 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729944.000000 Penalty: 128097.218750
Iteration 343Q: 40 clusters Score -8.672994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107013 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103889 members 
Mstep: Class 29 contains 136299 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729952.000000 Penalty: 128097.218750
Iteration 344Q: 40 clusters Score -8.672995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107013 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103888 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729920.000000 Penalty: 128097.218750
Iteration 345Q: 40 clusters Score -8.672992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107013 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103886 members 
Mstep: Class 29 contains 136302 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729952.000000 Penalty: 128097.218750
Iteration 346Q: 40 clusters Score -8.672995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103885 members 
Mstep: Class 29 contains 136302 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729984.000000 Penalty: 128097.218750
Iteration 347Q: 40 clusters Score -8.672998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103884 members 
Mstep: Class 29 contains 136303 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729968.000000 Penalty: 128097.218750
Iteration 348Q: 40 clusters Score -8.672997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107014 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103885 members 
Mstep: Class 29 contains 136302 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729960.000000 Penalty: 128097.218750
Iteration 349Q: 40 clusters Score -8.672996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22376 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107015 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103885 members 
Mstep: Class 29 contains 136301 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729960.000000 Penalty: 128097.218750
Iteration 350Q: 40 clusters Score -8.672996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103885 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729976.000000 Penalty: 128097.218750
Iteration 351Q: 40 clusters Score -8.672998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103885 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86729976.000000 Penalty: 128097.218750
Iteration 352F: 40 clusters Score -8.672998e+07 nChanged 0
Entering ConstructFrom: 
Score: -86729976.000000 Penalty: 128097.218750
Entering ConstructFrom: 
Trying to split cluster 1 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -249229.468750 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -249229.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -246731.406250 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -246731.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -247182.203125 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -247182.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -247376.656250 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -247376.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -247522.484375 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -247522.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -247647.765625 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -247647.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -247765.140625 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -247765.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -247857.187500 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -247857.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -247926.890625 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -247926.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -247994.312500 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -247994.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -248041.796875 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -248041.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -248078.562500 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -248078.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -248105.593750 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -248105.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -248129.625000 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -248129.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -248142.468750 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -248142.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -248149.843750 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -248149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -248158.421875 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -248158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -248166.031250 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -248166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -248174.812500 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -248174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -248181.609375 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -248181.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -248187.390625 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -248187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -248190.359375 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -248190.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -248193.171875 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -248193.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -248193.765625 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -248193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -248196.000000 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -248196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -248196.390625 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -248196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -248196.421875 Penalty: 3697.541016
	Iteration 25Q: 3 clusters Score -248196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -248196.421875 Penalty: 3697.541016
	Iteration 26F: 3 clusters Score -248196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -140981.906250 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -140981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -139062.484375 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -139062.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139339.687500 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -139339.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -139422.656250 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -139422.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139478.843750 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -139478.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139534.125000 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -139534.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -139595.484375 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -139595.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -139657.968750 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -139658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -139697.140625 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -139697.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139739.687500 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -139739.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139786.390625 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -139786.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139851.734375 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -139851.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -139905.843750 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -139905.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139966.968750 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -139967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140014.781250 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -140014.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -140061.546875 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -140061.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -140096.437500 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -140096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -140124.750000 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -140124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -140145.875000 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -140145.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -140174.828125 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -140174.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -140194.671875 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -140194.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140222.875000 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -140222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140247.421875 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -140247.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140267.953125 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -140268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140278.093750 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -140278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140291.406250 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -140291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -140301.968750 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -140302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -140313.984375 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -140314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140321.218750 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -140321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -140326.468750 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -140326.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140331.375000 Penalty: 3432.653076
	Iteration 29Q: 3 clusters Score -140331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140333.593750 Penalty: 3432.653076
	Iteration 30Q: 3 clusters Score -140333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140337.343750 Penalty: 3432.653076
	Iteration 31Q: 3 clusters Score -140337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -140337.343750 Penalty: 3432.653076
	Iteration 32F: 3 clusters Score -140337.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -136080.937500 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -136080.9 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 534 members 
Entering Unmasked Estep 
Score: -134256.921875 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -134256.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -134765.234375 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -134765.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135072.640625 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -135072.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -135201.953125 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -135202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -135340.375000 Penalty: 3443.788818
	Iteration 4Q: 3 clusters Score -135340.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -135445.687500 Penalty: 3443.788818
	Iteration 5Q: 3 clusters Score -135445.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -135528.765625 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -135528.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135581.953125 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -135582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135626.953125 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -135627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135662.937500 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -135662.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135693.359375 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -135693.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135739.078125 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -135739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135810.250000 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -135810.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135878.437500 Penalty: 3443.788818
	Iteration 13Q: 3 clusters Score -135878.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -135936.484375 Penalty: 3443.788818
	Iteration 14Q: 3 clusters Score -135936.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136008.921875 Penalty: 3443.788818
	Iteration 15Q: 3 clusters Score -136008.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -136071.375000 Penalty: 3443.788818
	Iteration 16Q: 3 clusters Score -136071.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -136106.859375 Penalty: 3443.788818
	Iteration 17Q: 3 clusters Score -136106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -136165.000000 Penalty: 3443.788818
	Iteration 18Q: 3 clusters Score -136165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136227.625000 Penalty: 3443.788818
	Iteration 19Q: 3 clusters Score -136227.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136295.875000 Penalty: 3443.788818
	Iteration 20F: 3 clusters Score -136295.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -136377.953125 Penalty: 3443.788818
	Iteration 21Q: 3 clusters Score -136378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -136427.296875 Penalty: 3443.788818
	Iteration 22Q: 3 clusters Score -136427.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136475.593750 Penalty: 3443.788818
	Iteration 23Q: 3 clusters Score -136475.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136496.125000 Penalty: 3443.788818
	Iteration 24Q: 3 clusters Score -136496.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136519.656250 Penalty: 3443.788818
	Iteration 25Q: 3 clusters Score -136519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -136526.625000 Penalty: 3443.788818
	Iteration 26Q: 3 clusters Score -136526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136530.390625 Penalty: 3443.788818
	Iteration 27Q: 3 clusters Score -136530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136536.750000 Penalty: 3443.788818
	Iteration 28Q: 3 clusters Score -136536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136541.109375 Penalty: 3443.788818
	Iteration 29Q: 3 clusters Score -136541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136542.921875 Penalty: 3443.788818
	Iteration 30Q: 3 clusters Score -136542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136542.921875 Penalty: 3443.788818
	Iteration 31F: 3 clusters Score -136542.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103885 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 470 members 
Entering Unmasked Estep 
Score: -86728896.000000 Penalty: 131381.765625
Splitting cluster 3 changes total score from -86729976.000000 to -86728896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Entering Unmasked Estep 
Score: -3544810.750000 Penalty: 2483.893555
	Iteration 0F: 2 clusters Score -3544811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3529046.250000 Penalty: 4967.787109
	Iteration 0F: 3 clusters Score -3529046 nChanged 9955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3534464.500000 Penalty: 4967.787109
	Iteration 1F: 3 clusters Score -3534464 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3535013.750000 Penalty: 4967.787109
	Iteration 2F: 3 clusters Score -3535014 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3535571.750000 Penalty: 4967.787109
	Iteration 3Q: 3 clusters Score -3535572 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3536106.000000 Penalty: 4967.787109
	Iteration 4Q: 3 clusters Score -3536106 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3536596.250000 Penalty: 4967.787109
	Iteration 5Q: 3 clusters Score -3536596 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -3537062.250000 Penalty: 4967.787109
	Iteration 6Q: 3 clusters Score -3537062 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3537472.000000 Penalty: 4967.787109
	Iteration 7Q: 3 clusters Score -3537472 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3537805.750000 Penalty: 4967.787109
	Iteration 8Q: 3 clusters Score -3537806 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3538110.000000 Penalty: 4967.787109
	Iteration 9Q: 3 clusters Score -3538110 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3538388.000000 Penalty: 4967.787109
	Iteration 10Q: 3 clusters Score -3538388 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3538629.750000 Penalty: 4967.787109
	Iteration 11Q: 3 clusters Score -3538630 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3538825.500000 Penalty: 4967.787109
	Iteration 12Q: 3 clusters Score -3538826 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3539013.000000 Penalty: 4967.787109
	Iteration 13Q: 3 clusters Score -3539013 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -3539156.750000 Penalty: 4967.787109
	Iteration 14Q: 3 clusters Score -3539157 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -3539307.250000 Penalty: 4967.787109
	Iteration 15Q: 3 clusters Score -3539307 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -3539519.000000 Penalty: 4967.787109
	Iteration 16Q: 3 clusters Score -3539519 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3539712.250000 Penalty: 4967.787109
	Iteration 17Q: 3 clusters Score -3539712 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3539950.000000 Penalty: 4967.787109
	Iteration 18Q: 3 clusters Score -3539950 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -3540226.750000 Penalty: 4967.787109
	Iteration 19Q: 3 clusters Score -3540227 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3540593.000000 Penalty: 4967.787109
	Iteration 20F: 3 clusters Score -3540593 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3540956.000000 Penalty: 4967.787109
	Iteration 21Q: 3 clusters Score -3540956 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3541254.000000 Penalty: 4967.787109
	Iteration 22Q: 3 clusters Score -3541254 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3541481.750000 Penalty: 4967.787109
	Iteration 23Q: 3 clusters Score -3541482 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -3541680.750000 Penalty: 4967.787109
	Iteration 24Q: 3 clusters Score -3541681 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3541818.500000 Penalty: 4967.787109
	Iteration 25Q: 3 clusters Score -3541818 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -3541943.000000 Penalty: 4967.787109
	Iteration 26Q: 3 clusters Score -3541943 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3542028.500000 Penalty: 4967.787109
	Iteration 27Q: 3 clusters Score -3542028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3542093.750000 Penalty: 4967.787109
	Iteration 28Q: 3 clusters Score -3542094 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3542157.250000 Penalty: 4967.787109
	Iteration 29Q: 3 clusters Score -3542157 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3542217.000000 Penalty: 4967.787109
	Iteration 30Q: 3 clusters Score -3542217 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3542277.250000 Penalty: 4967.787109
	Iteration 31Q: 3 clusters Score -3542277 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3542326.000000 Penalty: 4967.787109
	Iteration 32Q: 3 clusters Score -3542326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3542376.500000 Penalty: 4967.787109
	Iteration 33Q: 3 clusters Score -3542376 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3542401.750000 Penalty: 4967.787109
	Iteration 34Q: 3 clusters Score -3542402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3542444.250000 Penalty: 4967.787109
	Iteration 35Q: 3 clusters Score -3542444 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3542490.750000 Penalty: 4967.787109
	Iteration 36Q: 3 clusters Score -3542491 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3542518.250000 Penalty: 4967.787109
	Iteration 37Q: 3 clusters Score -3542518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3542530.750000 Penalty: 4967.787109
	Iteration 38Q: 3 clusters Score -3542531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3542540.250000 Penalty: 4967.787109
	Iteration 39Q: 3 clusters Score -3542540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3542593.750000 Penalty: 4967.787109
	Iteration 40F: 3 clusters Score -3542594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3542637.750000 Penalty: 4967.787109
	Iteration 41Q: 3 clusters Score -3542638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3542669.250000 Penalty: 4967.787109
	Iteration 42Q: 3 clusters Score -3542669 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3542693.250000 Penalty: 4967.787109
	Iteration 43Q: 3 clusters Score -3542693 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3542722.250000 Penalty: 4967.787109
	Iteration 44Q: 3 clusters Score -3542722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3542717.500000 Penalty: 4967.787109
	Iteration 45Q: 3 clusters Score -3542718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3542727.000000 Penalty: 4967.787109
	Iteration 46Q: 3 clusters Score -3542727 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3542735.250000 Penalty: 4967.787109
	Iteration 47Q: 3 clusters Score -3542735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3542739.000000 Penalty: 4967.787109
	Iteration 48Q: 3 clusters Score -3542739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3542748.500000 Penalty: 4967.787109
	Iteration 49Q: 3 clusters Score -3542748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3542751.000000 Penalty: 4967.787109
	Iteration 50Q: 3 clusters Score -3542751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3542763.500000 Penalty: 4967.787109
	Iteration 51Q: 3 clusters Score -3542764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3542761.000000 Penalty: 4967.787109
	Iteration 52Q: 3 clusters Score -3542761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -3542764.500000 Penalty: 4967.787109
	Iteration 53Q: 3 clusters Score -3542764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3542769.750000 Penalty: 4967.787109
	Iteration 54Q: 3 clusters Score -3542770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3542770.750000 Penalty: 4967.787109
	Iteration 55Q: 3 clusters Score -3542771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3542774.500000 Penalty: 4967.787109
	Iteration 56Q: 3 clusters Score -3542774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3542778.500000 Penalty: 4967.787109
	Iteration 57Q: 3 clusters Score -3542778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3542782.750000 Penalty: 4967.787109
	Iteration 58Q: 3 clusters Score -3542783 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3542790.750000 Penalty: 4967.787109
	Iteration 59Q: 3 clusters Score -3542791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3542802.250000 Penalty: 4967.787109
	Iteration 60F: 3 clusters Score -3542802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3542806.000000 Penalty: 4967.787109
	Iteration 61Q: 3 clusters Score -3542806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3542806.750000 Penalty: 4967.787109
	Iteration 62Q: 3 clusters Score -3542807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3542804.750000 Penalty: 4967.787109
	Iteration 63Q: 3 clusters Score -3542805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3542811.250000 Penalty: 4967.787109
	Iteration 64Q: 3 clusters Score -3542811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3542810.250000 Penalty: 4967.787109
	Iteration 65Q: 3 clusters Score -3542810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -3542813.500000 Penalty: 4967.787109
	Iteration 66Q: 3 clusters Score -3542814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3542816.250000 Penalty: 4967.787109
	Iteration 67Q: 3 clusters Score -3542816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3542820.000000 Penalty: 4967.787109
	Iteration 68Q: 3 clusters Score -3542820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3542826.250000 Penalty: 4967.787109
	Iteration 69Q: 3 clusters Score -3542826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3542823.750000 Penalty: 4967.787109
	Iteration 70Q: 3 clusters Score -3542824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3542824.250000 Penalty: 4967.787109
	Iteration 71Q: 3 clusters Score -3542824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3542823.750000 Penalty: 4967.787109
	Iteration 72Q: 3 clusters Score -3542824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3542817.500000 Penalty: 4967.787109
	Iteration 73Q: 3 clusters Score -3542818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3542811.250000 Penalty: 4967.787109
	Iteration 74Q: 3 clusters Score -3542811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3542818.250000 Penalty: 4967.787109
	Iteration 75Q: 3 clusters Score -3542818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3542818.750000 Penalty: 4967.787109
	Iteration 76Q: 3 clusters Score -3542819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3542822.750000 Penalty: 4967.787109
	Iteration 77Q: 3 clusters Score -3542823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3542819.000000 Penalty: 4967.787109
	Iteration 78Q: 3 clusters Score -3542819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3542820.250000 Penalty: 4967.787109
	Iteration 79Q: 3 clusters Score -3542820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -3542816.000000 Penalty: 4967.787109
	Iteration 80F: 3 clusters Score -3542816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3542815.500000 Penalty: 4967.787109
	Iteration 81Q: 3 clusters Score -3542816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3542814.750000 Penalty: 4967.787109
	Iteration 82Q: 3 clusters Score -3542815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3542815.500000 Penalty: 4967.787109
	Iteration 83Q: 3 clusters Score -3542816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3542818.500000 Penalty: 4967.787109
	Iteration 84Q: 3 clusters Score -3542818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3542817.500000 Penalty: 4967.787109
	Iteration 85Q: 3 clusters Score -3542818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3542817.000000 Penalty: 4967.787109
	Iteration 86Q: 3 clusters Score -3542817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3542817.750000 Penalty: 4967.787109
	Iteration 87Q: 3 clusters Score -3542818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3542819.000000 Penalty: 4967.787109
	Iteration 88Q: 3 clusters Score -3542819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3542819.000000 Penalty: 4967.787109
	Iteration 89F: 3 clusters Score -3542819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -81021.015625 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -81021.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79454.679688 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -79454.68 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79760.835938 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -79760.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -79892.765625 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -79892.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79978.953125 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -79978.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80022.640625 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -80022.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80067.000000 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -80067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80096.078125 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -80096.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80112.570312 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -80112.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80123.078125 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -80123.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80146.375000 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -80146.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80160.109375 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -80160.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80162.625000 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -80162.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80163.195312 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -80163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80163.195312 Penalty: 3192.330566
	Iteration 13F: 3 clusters Score -80163.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -119065.375000 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -119065.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117276.664062 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -117276.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117629.242188 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -117629.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117785.445312 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -117785.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117913.265625 Penalty: 3356.031006
	Iteration 3F: 3 clusters Score -117913.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118059.796875 Penalty: 3356.031006
	Iteration 4Q: 3 clusters Score -118059.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118205.085938 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -118205.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118365.789062 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -118365.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -118477.367188 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -118477.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118537.265625 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -118537.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118629.132812 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -118629.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -118681.265625 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -118681.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -118733.960938 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -118734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118783.156250 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -118783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -118811.671875 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -118811.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -118822.750000 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -118822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -118830.085938 Penalty: 3356.031006
	Iteration 15Q: 3 clusters Score -118830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -118832.351562 Penalty: 3356.031006
	Iteration 16Q: 3 clusters Score -118832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -118838.195312 Penalty: 3356.031006
	Iteration 17F: 3 clusters Score -118838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118846.523438 Penalty: 3356.031006
	Iteration 18Q: 3 clusters Score -118846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118846.523438 Penalty: 3356.031006
	Iteration 19F: 3 clusters Score -118846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -256713.140625 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -256713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -254257.156250 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -254257.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -254797.484375 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -254797.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -255045.890625 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -255045.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -255235.953125 Penalty: 3711.968018
	Iteration 3F: 3 clusters Score -255236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -255371.125000 Penalty: 3711.968018
	Iteration 4F: 3 clusters Score -255371.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -255490.984375 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -255491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -255583.234375 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -255583.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -255637.515625 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -255637.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -255682.468750 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -255682.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -255704.218750 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -255704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -255713.359375 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -255713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -255718.734375 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -255718.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -255726.796875 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -255726.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -255732.625000 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -255732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -255734.296875 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -255734.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -255736.421875 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -255736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -255737.437500 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -255737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -255739.953125 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -255740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -255739.953125 Penalty: 3711.968018
	Iteration 18F: 3 clusters Score -255740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Entering Unmasked Estep 
Score: -5270143.500000 Penalty: 2587.572998
	Iteration 0F: 2 clusters Score -5270144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5246866.000000 Penalty: 5175.145996
	Iteration 0F: 3 clusters Score -5246866 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -5255356.500000 Penalty: 5175.145996
	Iteration 1F: 3 clusters Score -5255356 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -5255799.000000 Penalty: 5175.145996
	Iteration 2Q: 3 clusters Score -5255799 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5256273.000000 Penalty: 5175.145996
	Iteration 3Q: 3 clusters Score -5256273 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5256775.000000 Penalty: 5175.145996
	Iteration 4Q: 3 clusters Score -5256775 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -5257456.500000 Penalty: 5175.145996
	Iteration 5Q: 3 clusters Score -5257456 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5258347.000000 Penalty: 5175.145996
	Iteration 6F: 3 clusters Score -5258347 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -5259596.500000 Penalty: 5175.145996
	Iteration 7F: 3 clusters Score -5259596 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5261133.500000 Penalty: 5175.145996
	Iteration 8F: 3 clusters Score -5261134 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -5262783.000000 Penalty: 5175.145996
	Iteration 9F: 3 clusters Score -5262783 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5264293.000000 Penalty: 5175.145996
	Iteration 10F: 3 clusters Score -5264293 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5265517.000000 Penalty: 5175.145996
	Iteration 11Q: 3 clusters Score -5265517 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5266482.500000 Penalty: 5175.145996
	Iteration 12Q: 3 clusters Score -5266482 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5267152.500000 Penalty: 5175.145996
	Iteration 13Q: 3 clusters Score -5267152 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5267476.500000 Penalty: 5175.145996
	Iteration 14Q: 3 clusters Score -5267476 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5267621.500000 Penalty: 5175.145996
	Iteration 15Q: 3 clusters Score -5267622 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5267695.000000 Penalty: 5175.145996
	Iteration 16Q: 3 clusters Score -5267695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5267735.000000 Penalty: 5175.145996
	Iteration 17Q: 3 clusters Score -5267735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5267768.500000 Penalty: 5175.145996
	Iteration 18Q: 3 clusters Score -5267768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5267797.000000 Penalty: 5175.145996
	Iteration 19Q: 3 clusters Score -5267797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5267825.000000 Penalty: 5175.145996
	Iteration 20F: 3 clusters Score -5267825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5267839.000000 Penalty: 5175.145996
	Iteration 21Q: 3 clusters Score -5267839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5267866.000000 Penalty: 5175.145996
	Iteration 22Q: 3 clusters Score -5267866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5267887.000000 Penalty: 5175.145996
	Iteration 23Q: 3 clusters Score -5267887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5267904.500000 Penalty: 5175.145996
	Iteration 24Q: 3 clusters Score -5267904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5267902.000000 Penalty: 5175.145996
	Iteration 25Q: 3 clusters Score -5267902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5267912.000000 Penalty: 5175.145996
	Iteration 26Q: 3 clusters Score -5267912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5267913.500000 Penalty: 5175.145996
	Iteration 27Q: 3 clusters Score -5267914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5267913.500000 Penalty: 5175.145996
	Iteration 28Q: 3 clusters Score -5267914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5267913.500000 Penalty: 5175.145996
	Iteration 29F: 3 clusters Score -5267914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Entering Unmasked Estep 
Score: -882466.250000 Penalty: 2154.569336
	Iteration 0F: 2 clusters Score -882466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -877419.812500 Penalty: 4309.138672
	Iteration 0F: 3 clusters Score -877419.8 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -878727.000000 Penalty: 4309.138672
	Iteration 1F: 3 clusters Score -878727 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -878997.625000 Penalty: 4309.138672
	Iteration 2F: 3 clusters Score -878997.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -879203.250000 Penalty: 4309.138672
	Iteration 3F: 3 clusters Score -879203.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -879384.500000 Penalty: 4309.138672
	Iteration 4F: 3 clusters Score -879384.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -879542.250000 Penalty: 4309.138672
	Iteration 5Q: 3 clusters Score -879542.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -879677.687500 Penalty: 4309.138672
	Iteration 6Q: 3 clusters Score -879677.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -879785.250000 Penalty: 4309.138672
	Iteration 7Q: 3 clusters Score -879785.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -879877.000000 Penalty: 4309.138672
	Iteration 8Q: 3 clusters Score -879877 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -879975.500000 Penalty: 4309.138672
	Iteration 9Q: 3 clusters Score -879975.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -880077.062500 Penalty: 4309.138672
	Iteration 10Q: 3 clusters Score -880077.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -880192.437500 Penalty: 4309.138672
	Iteration 11Q: 3 clusters Score -880192.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -880319.875000 Penalty: 4309.138672
	Iteration 12Q: 3 clusters Score -880319.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -880442.500000 Penalty: 4309.138672
	Iteration 13Q: 3 clusters Score -880442.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -880553.187500 Penalty: 4309.138672
	Iteration 14Q: 3 clusters Score -880553.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -880656.687500 Penalty: 4309.138672
	Iteration 15Q: 3 clusters Score -880656.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -880735.562500 Penalty: 4309.138672
	Iteration 16Q: 3 clusters Score -880735.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -880799.375000 Penalty: 4309.138672
	Iteration 17Q: 3 clusters Score -880799.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -880849.312500 Penalty: 4309.138672
	Iteration 18Q: 3 clusters Score -880849.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -880903.750000 Penalty: 4309.138672
	Iteration 19Q: 3 clusters Score -880903.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -880960.000000 Penalty: 4309.138672
	Iteration 20F: 3 clusters Score -880960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -880990.750000 Penalty: 4309.138672
	Iteration 21Q: 3 clusters Score -880990.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -881016.500000 Penalty: 4309.138672
	Iteration 22Q: 3 clusters Score -881016.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -881038.062500 Penalty: 4309.138672
	Iteration 23Q: 3 clusters Score -881038.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -881047.937500 Penalty: 4309.138672
	Iteration 24Q: 3 clusters Score -881047.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -881057.187500 Penalty: 4309.138672
	Iteration 25Q: 3 clusters Score -881057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -881060.562500 Penalty: 4309.138672
	Iteration 26Q: 3 clusters Score -881060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -881064.312500 Penalty: 4309.138672
	Iteration 27Q: 3 clusters Score -881064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -881063.812500 Penalty: 4309.138672
	Iteration 28Q: 3 clusters Score -881063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -881065.937500 Penalty: 4309.138672
	Iteration 29Q: 3 clusters Score -881065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -881067.312500 Penalty: 4309.138672
	Iteration 30Q: 3 clusters Score -881067.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -881073.312500 Penalty: 4309.138672
	Iteration 31Q: 3 clusters Score -881073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -881077.000000 Penalty: 4309.138672
	Iteration 32Q: 3 clusters Score -881077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -881081.875000 Penalty: 4309.138672
	Iteration 33Q: 3 clusters Score -881081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -881083.937500 Penalty: 4309.138672
	Iteration 34Q: 3 clusters Score -881083.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -881083.937500 Penalty: 4309.138672
	Iteration 35F: 3 clusters Score -881083.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -76781.804688 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -76781.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -75265.203125 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -75265.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -75529.312500 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -75529.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -75649.312500 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -75649.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -75735.320312 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -75735.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -75864.859375 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -75864.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -75977.328125 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -75977.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -76147.062500 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -76147.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -76216.093750 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -76216.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -76242.171875 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -76242.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -76253.429688 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -76253.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -76257.226562 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -76257.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -76260.117188 Penalty: 3116.930664
	Iteration 11F: 3 clusters Score -76260.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -76287.953125 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -76287.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -76290.367188 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -76290.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -76290.367188 Penalty: 3116.930664
	Iteration 14F: 3 clusters Score -76290.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -983979.250000 Penalty: 2183.621338
	Iteration 0F: 2 clusters Score -983979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -978433.937500 Penalty: 4367.242676
	Iteration 0F: 3 clusters Score -978433.9 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -979971.125000 Penalty: 4367.242676
	Iteration 1F: 3 clusters Score -979971.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -980267.937500 Penalty: 4367.242676
	Iteration 2F: 3 clusters Score -980267.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -980478.062500 Penalty: 4367.242676
	Iteration 3F: 3 clusters Score -980478.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -980673.125000 Penalty: 4367.242676
	Iteration 4Q: 3 clusters Score -980673.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -980858.500000 Penalty: 4367.242676
	Iteration 5Q: 3 clusters Score -980858.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -981011.250000 Penalty: 4367.242676
	Iteration 6Q: 3 clusters Score -981011.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -981154.937500 Penalty: 4367.242676
	Iteration 7Q: 3 clusters Score -981154.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -981287.000000 Penalty: 4367.242676
	Iteration 8Q: 3 clusters Score -981287 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -981418.312500 Penalty: 4367.242676
	Iteration 9Q: 3 clusters Score -981418.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -981538.562500 Penalty: 4367.242676
	Iteration 10Q: 3 clusters Score -981538.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -981654.750000 Penalty: 4367.242676
	Iteration 11Q: 3 clusters Score -981654.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -981786.812500 Penalty: 4367.242676
	Iteration 12Q: 3 clusters Score -981786.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -981921.812500 Penalty: 4367.242676
	Iteration 13Q: 3 clusters Score -981921.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -982068.937500 Penalty: 4367.242676
	Iteration 14Q: 3 clusters Score -982068.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -982182.250000 Penalty: 4367.242676
	Iteration 15Q: 3 clusters Score -982182.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -982268.812500 Penalty: 4367.242676
	Iteration 16Q: 3 clusters Score -982268.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -982363.875000 Penalty: 4367.242676
	Iteration 17Q: 3 clusters Score -982363.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -982458.000000 Penalty: 4367.242676
	Iteration 18Q: 3 clusters Score -982458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -982527.500000 Penalty: 4367.242676
	Iteration 19Q: 3 clusters Score -982527.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -982603.750000 Penalty: 4367.242676
	Iteration 20F: 3 clusters Score -982603.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -982676.375000 Penalty: 4367.242676
	Iteration 21Q: 3 clusters Score -982676.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -982772.500000 Penalty: 4367.242676
	Iteration 22Q: 3 clusters Score -982772.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -982854.500000 Penalty: 4367.242676
	Iteration 23Q: 3 clusters Score -982854.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -982966.000000 Penalty: 4367.242676
	Iteration 24Q: 3 clusters Score -982966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -983082.187500 Penalty: 4367.242676
	Iteration 25Q: 3 clusters Score -983082.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -983201.750000 Penalty: 4367.242676
	Iteration 26Q: 3 clusters Score -983201.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -983360.937500 Penalty: 4367.242676
	Iteration 27Q: 3 clusters Score -983360.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -983506.750000 Penalty: 4367.242676
	Iteration 28Q: 3 clusters Score -983506.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -983600.312500 Penalty: 4367.242676
	Iteration 29Q: 3 clusters Score -983600.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -983654.437500 Penalty: 4367.242676
	Iteration 30Q: 3 clusters Score -983654.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -983677.437500 Penalty: 4367.242676
	Iteration 31Q: 3 clusters Score -983677.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -983692.562500 Penalty: 4367.242676
	Iteration 32Q: 3 clusters Score -983692.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -983700.750000 Penalty: 4367.242676
	Iteration 33Q: 3 clusters Score -983700.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -983708.812500 Penalty: 4367.242676
	Iteration 34Q: 3 clusters Score -983708.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -983715.500000 Penalty: 4367.242676
	Iteration 35Q: 3 clusters Score -983715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -983723.000000 Penalty: 4367.242676
	Iteration 36Q: 3 clusters Score -983723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -983724.250000 Penalty: 4367.242676
	Iteration 37Q: 3 clusters Score -983724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -983724.437500 Penalty: 4367.242676
	Iteration 38Q: 3 clusters Score -983724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -983726.312500 Penalty: 4367.242676
	Iteration 39Q: 3 clusters Score -983726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -983726.625000 Penalty: 4367.242676
	Iteration 40F: 3 clusters Score -983726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -983725.312500 Penalty: 4367.242676
	Iteration 41Q: 3 clusters Score -983725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -983726.250000 Penalty: 4367.242676
	Iteration 42Q: 3 clusters Score -983726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -983726.250000 Penalty: 4367.242676
	Iteration 43F: 3 clusters Score -983726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Entering Unmasked Estep 
Score: -16878874.000000 Penalty: 2872.021973
	Iteration 0F: 2 clusters Score -1.687887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -16809420.000000 Penalty: 5744.043945
	Iteration 0F: 3 clusters Score -1.680942e+07 nChanged 50707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -16837868.000000 Penalty: 5744.043945
	Iteration 1F: 3 clusters Score -1.683787e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -16838538.000000 Penalty: 5744.043945
	Iteration 2Q: 3 clusters Score -1.683854e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -16839256.000000 Penalty: 5744.043945
	Iteration 3Q: 3 clusters Score -1.683926e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -16840258.000000 Penalty: 5744.043945
	Iteration 4Q: 3 clusters Score -1.684026e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -16841614.000000 Penalty: 5744.043945
	Iteration 5Q: 3 clusters Score -1.684161e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -16843706.000000 Penalty: 5744.043945
	Iteration 6Q: 3 clusters Score -1.684371e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -16846758.000000 Penalty: 5744.043945
	Iteration 7Q: 3 clusters Score -1.684676e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -16850658.000000 Penalty: 5744.043945
	Iteration 8F: 3 clusters Score -1.685066e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -16855020.000000 Penalty: 5744.043945
	Iteration 9F: 3 clusters Score -1.685502e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -16859538.000000 Penalty: 5744.043945
	Iteration 10F: 3 clusters Score -1.685954e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64446 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -16863204.000000 Penalty: 5744.043945
	Iteration 11F: 3 clusters Score -1.68632e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -16865584.000000 Penalty: 5744.043945
	Iteration 12Q: 3 clusters Score -1.686558e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -16866710.000000 Penalty: 5744.043945
	Iteration 13Q: 3 clusters Score -1.686671e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -16867206.000000 Penalty: 5744.043945
	Iteration 14Q: 3 clusters Score -1.686721e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -16867494.000000 Penalty: 5744.043945
	Iteration 15Q: 3 clusters Score -1.686749e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -16867668.000000 Penalty: 5744.043945
	Iteration 16Q: 3 clusters Score -1.686767e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -16867828.000000 Penalty: 5744.043945
	Iteration 17Q: 3 clusters Score -1.686783e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -16867970.000000 Penalty: 5744.043945
	Iteration 18Q: 3 clusters Score -1.686797e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63596 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -16868158.000000 Penalty: 5744.043945
	Iteration 19Q: 3 clusters Score -1.686816e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -16868382.000000 Penalty: 5744.043945
	Iteration 20F: 3 clusters Score -1.686838e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -16868536.000000 Penalty: 5744.043945
	Iteration 21Q: 3 clusters Score -1.686854e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -16868634.000000 Penalty: 5744.043945
	Iteration 22Q: 3 clusters Score -1.686863e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -16868694.000000 Penalty: 5744.043945
	Iteration 23Q: 3 clusters Score -1.686869e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -16868788.000000 Penalty: 5744.043945
	Iteration 24Q: 3 clusters Score -1.686879e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -16868884.000000 Penalty: 5744.043945
	Iteration 25Q: 3 clusters Score -1.686888e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -16868974.000000 Penalty: 5744.043945
	Iteration 26Q: 3 clusters Score -1.686897e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -16869048.000000 Penalty: 5744.043945
	Iteration 27Q: 3 clusters Score -1.686905e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -16869104.000000 Penalty: 5744.043945
	Iteration 28Q: 3 clusters Score -1.68691e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -16869184.000000 Penalty: 5744.043945
	Iteration 29Q: 3 clusters Score -1.686918e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -16869196.000000 Penalty: 5744.043945
	Iteration 30Q: 3 clusters Score -1.68692e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -16869224.000000 Penalty: 5744.043945
	Iteration 31Q: 3 clusters Score -1.686922e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -16869230.000000 Penalty: 5744.043945
	Iteration 32Q: 3 clusters Score -1.686923e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -16869278.000000 Penalty: 5744.043945
	Iteration 33Q: 3 clusters Score -1.686928e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -16869268.000000 Penalty: 5744.043945
	Iteration 34Q: 3 clusters Score -1.686927e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -16869284.000000 Penalty: 5744.043945
	Iteration 35Q: 3 clusters Score -1.686928e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -16869312.000000 Penalty: 5744.043945
	Iteration 36Q: 3 clusters Score -1.686931e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -16869306.000000 Penalty: 5744.043945
	Iteration 37Q: 3 clusters Score -1.686931e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -16869332.000000 Penalty: 5744.043945
	Iteration 38Q: 3 clusters Score -1.686933e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -16869312.000000 Penalty: 5744.043945
	Iteration 39Q: 3 clusters Score -1.686931e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -16869320.000000 Penalty: 5744.043945
	Iteration 40F: 3 clusters Score -1.686932e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -16869360.000000 Penalty: 5744.043945
	Iteration 41Q: 3 clusters Score -1.686936e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -16869398.000000 Penalty: 5744.043945
	Iteration 42Q: 3 clusters Score -1.68694e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -16869362.000000 Penalty: 5744.043945
	Iteration 43Q: 3 clusters Score -1.686936e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -16869364.000000 Penalty: 5744.043945
	Iteration 44Q: 3 clusters Score -1.686936e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -16869402.000000 Penalty: 5744.043945
	Iteration 45Q: 3 clusters Score -1.68694e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -16869414.000000 Penalty: 5744.043945
	Iteration 46Q: 3 clusters Score -1.686941e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -16869406.000000 Penalty: 5744.043945
	Iteration 47Q: 3 clusters Score -1.686941e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -16869424.000000 Penalty: 5744.043945
	Iteration 48Q: 3 clusters Score -1.686942e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -16869410.000000 Penalty: 5744.043945
	Iteration 49Q: 3 clusters Score -1.686941e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -16869422.000000 Penalty: 5744.043945
	Iteration 50Q: 3 clusters Score -1.686942e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -16869432.000000 Penalty: 5744.043945
	Iteration 51Q: 3 clusters Score -1.686943e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -16869410.000000 Penalty: 5744.043945
	Iteration 52Q: 3 clusters Score -1.686941e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -16869406.000000 Penalty: 5744.043945
	Iteration 53Q: 3 clusters Score -1.686941e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -16869446.000000 Penalty: 5744.043945
	Iteration 54Q: 3 clusters Score -1.686945e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -16869458.000000 Penalty: 5744.043945
	Iteration 55Q: 3 clusters Score -1.686946e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -16869454.000000 Penalty: 5744.043945
	Iteration 56Q: 3 clusters Score -1.686945e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -16869440.000000 Penalty: 5744.043945
	Iteration 57Q: 3 clusters Score -1.686944e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -16869448.000000 Penalty: 5744.043945
	Iteration 58Q: 3 clusters Score -1.686945e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -16869454.000000 Penalty: 5744.043945
	Iteration 59Q: 3 clusters Score -1.686945e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -16869458.000000 Penalty: 5744.043945
	Iteration 60F: 3 clusters Score -1.686946e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -16869480.000000 Penalty: 5744.043945
	Iteration 61Q: 3 clusters Score -1.686948e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -16869468.000000 Penalty: 5744.043945
	Iteration 62Q: 3 clusters Score -1.686947e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -16869486.000000 Penalty: 5744.043945
	Iteration 63Q: 3 clusters Score -1.686949e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -16869476.000000 Penalty: 5744.043945
	Iteration 64Q: 3 clusters Score -1.686948e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -16869482.000000 Penalty: 5744.043945
	Iteration 65Q: 3 clusters Score -1.686948e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60977 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -16869444.000000 Penalty: 5744.043945
	Iteration 66Q: 3 clusters Score -1.686944e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -16869466.000000 Penalty: 5744.043945
	Iteration 67Q: 3 clusters Score -1.686947e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -16869452.000000 Penalty: 5744.043945
	Iteration 68Q: 3 clusters Score -1.686945e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -16869426.000000 Penalty: 5744.043945
	Iteration 69Q: 3 clusters Score -1.686943e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -16869398.000000 Penalty: 5744.043945
	Iteration 70Q: 3 clusters Score -1.68694e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -16869372.000000 Penalty: 5744.043945
	Iteration 71Q: 3 clusters Score -1.686937e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -16869402.000000 Penalty: 5744.043945
	Iteration 72Q: 3 clusters Score -1.68694e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -16869402.000000 Penalty: 5744.043945
	Iteration 73Q: 3 clusters Score -1.68694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -16869402.000000 Penalty: 5744.043945
	Iteration 74Q: 3 clusters Score -1.68694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -16869424.000000 Penalty: 5744.043945
	Iteration 75Q: 3 clusters Score -1.686942e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -16869412.000000 Penalty: 5744.043945
	Iteration 76Q: 3 clusters Score -1.686941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -16869408.000000 Penalty: 5744.043945
	Iteration 77Q: 3 clusters Score -1.686941e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -16869404.000000 Penalty: 5744.043945
	Iteration 78Q: 3 clusters Score -1.68694e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -16869404.000000 Penalty: 5744.043945
	Iteration 79Q: 3 clusters Score -1.68694e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -16869418.000000 Penalty: 5744.043945
	Iteration 80F: 3 clusters Score -1.686942e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -16869440.000000 Penalty: 5744.043945
	Iteration 81Q: 3 clusters Score -1.686944e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -16869428.000000 Penalty: 5744.043945
	Iteration 82Q: 3 clusters Score -1.686943e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -16869426.000000 Penalty: 5744.043945
	Iteration 83Q: 3 clusters Score -1.686943e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -16869440.000000 Penalty: 5744.043945
	Iteration 84Q: 3 clusters Score -1.686944e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -16869450.000000 Penalty: 5744.043945
	Iteration 85Q: 3 clusters Score -1.686945e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -16869448.000000 Penalty: 5744.043945
	Iteration 86Q: 3 clusters Score -1.686945e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -16869444.000000 Penalty: 5744.043945
	Iteration 87Q: 3 clusters Score -1.686944e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -16869434.000000 Penalty: 5744.043945
	Iteration 88Q: 3 clusters Score -1.686943e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -16869440.000000 Penalty: 5744.043945
	Iteration 89Q: 3 clusters Score -1.686944e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -16869394.000000 Penalty: 5744.043945
	Iteration 90Q: 3 clusters Score -1.686939e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -16869396.000000 Penalty: 5744.043945
	Iteration 91Q: 3 clusters Score -1.68694e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -16869416.000000 Penalty: 5744.043945
	Iteration 92Q: 3 clusters Score -1.686942e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -16869424.000000 Penalty: 5744.043945
	Iteration 93Q: 3 clusters Score -1.686942e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -16869448.000000 Penalty: 5744.043945
	Iteration 94Q: 3 clusters Score -1.686945e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -16869412.000000 Penalty: 5744.043945
	Iteration 95Q: 3 clusters Score -1.686941e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -16869428.000000 Penalty: 5744.043945
	Iteration 96Q: 3 clusters Score -1.686943e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -16869440.000000 Penalty: 5744.043945
	Iteration 97Q: 3 clusters Score -1.686944e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -16869424.000000 Penalty: 5744.043945
	Iteration 98Q: 3 clusters Score -1.686942e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -16869392.000000 Penalty: 5744.043945
	Iteration 99Q: 3 clusters Score -1.686939e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -16869412.000000 Penalty: 5744.043945
	Iteration 100F: 3 clusters Score -1.686941e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -16869388.000000 Penalty: 5744.043945
	Iteration 101Q: 3 clusters Score -1.686939e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -16869398.000000 Penalty: 5744.043945
	Iteration 102Q: 3 clusters Score -1.68694e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -16869418.000000 Penalty: 5744.043945
	Iteration 103Q: 3 clusters Score -1.686942e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -16869440.000000 Penalty: 5744.043945
	Iteration 104Q: 3 clusters Score -1.686944e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -16869442.000000 Penalty: 5744.043945
	Iteration 105Q: 3 clusters Score -1.686944e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -16869420.000000 Penalty: 5744.043945
	Iteration 106Q: 3 clusters Score -1.686942e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -16869452.000000 Penalty: 5744.043945
	Iteration 107Q: 3 clusters Score -1.686945e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -16869472.000000 Penalty: 5744.043945
	Iteration 108Q: 3 clusters Score -1.686947e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -16869484.000000 Penalty: 5744.043945
	Iteration 109Q: 3 clusters Score -1.686948e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -16869500.000000 Penalty: 5744.043945
	Iteration 110Q: 3 clusters Score -1.68695e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -16869466.000000 Penalty: 5744.043945
	Iteration 111Q: 3 clusters Score -1.686947e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -16869472.000000 Penalty: 5744.043945
	Iteration 112Q: 3 clusters Score -1.686947e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -16869510.000000 Penalty: 5744.043945
	Iteration 113Q: 3 clusters Score -1.686951e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -16869504.000000 Penalty: 5744.043945
	Iteration 114Q: 3 clusters Score -1.68695e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -16869514.000000 Penalty: 5744.043945
	Iteration 115Q: 3 clusters Score -1.686951e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -16869488.000000 Penalty: 5744.043945
	Iteration 116Q: 3 clusters Score -1.686949e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -16869476.000000 Penalty: 5744.043945
	Iteration 117Q: 3 clusters Score -1.686948e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -16869464.000000 Penalty: 5744.043945
	Iteration 118Q: 3 clusters Score -1.686946e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -16869494.000000 Penalty: 5744.043945
	Iteration 119Q: 3 clusters Score -1.686949e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -16869486.000000 Penalty: 5744.043945
	Iteration 120F: 3 clusters Score -1.686949e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -16869476.000000 Penalty: 5744.043945
	Iteration 121Q: 3 clusters Score -1.686948e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -16869480.000000 Penalty: 5744.043945
	Iteration 122Q: 3 clusters Score -1.686948e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -16869492.000000 Penalty: 5744.043945
	Iteration 123Q: 3 clusters Score -1.686949e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -16869484.000000 Penalty: 5744.043945
	Iteration 124Q: 3 clusters Score -1.686948e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -16869478.000000 Penalty: 5744.043945
	Iteration 125Q: 3 clusters Score -1.686948e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -16869498.000000 Penalty: 5744.043945
	Iteration 126Q: 3 clusters Score -1.68695e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -16869500.000000 Penalty: 5744.043945
	Iteration 127Q: 3 clusters Score -1.68695e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -16869484.000000 Penalty: 5744.043945
	Iteration 128Q: 3 clusters Score -1.686948e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -16869482.000000 Penalty: 5744.043945
	Iteration 129Q: 3 clusters Score -1.686948e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -16869490.000000 Penalty: 5744.043945
	Iteration 130Q: 3 clusters Score -1.686949e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -16869516.000000 Penalty: 5744.043945
	Iteration 131Q: 3 clusters Score -1.686952e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -16869500.000000 Penalty: 5744.043945
	Iteration 132Q: 3 clusters Score -1.68695e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -16869520.000000 Penalty: 5744.043945
	Iteration 133Q: 3 clusters Score -1.686952e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -16869502.000000 Penalty: 5744.043945
	Iteration 134Q: 3 clusters Score -1.68695e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -16869520.000000 Penalty: 5744.043945
	Iteration 135Q: 3 clusters Score -1.686952e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -16869536.000000 Penalty: 5744.043945
	Iteration 136Q: 3 clusters Score -1.686954e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -16869548.000000 Penalty: 5744.043945
	Iteration 137Q: 3 clusters Score -1.686955e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -16869520.000000 Penalty: 5744.043945
	Iteration 138Q: 3 clusters Score -1.686952e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -16869508.000000 Penalty: 5744.043945
	Iteration 139Q: 3 clusters Score -1.686951e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -16869516.000000 Penalty: 5744.043945
	Iteration 140F: 3 clusters Score -1.686952e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -16869526.000000 Penalty: 5744.043945
	Iteration 141Q: 3 clusters Score -1.686953e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -16869516.000000 Penalty: 5744.043945
	Iteration 142Q: 3 clusters Score -1.686952e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -16869526.000000 Penalty: 5744.043945
	Iteration 143Q: 3 clusters Score -1.686953e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -16869550.000000 Penalty: 5744.043945
	Iteration 144Q: 3 clusters Score -1.686955e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -16869560.000000 Penalty: 5744.043945
	Iteration 145Q: 3 clusters Score -1.686956e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -16869564.000000 Penalty: 5744.043945
	Iteration 146Q: 3 clusters Score -1.686956e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -16869562.000000 Penalty: 5744.043945
	Iteration 147Q: 3 clusters Score -1.686956e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 54339 members 
Entering Unmasked Estep 
Score: -16869582.000000 Penalty: 5744.043945
	Iteration 148Q: 3 clusters Score -1.686958e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -16869564.000000 Penalty: 5744.043945
	Iteration 149Q: 3 clusters Score -1.686956e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -16869572.000000 Penalty: 5744.043945
	Iteration 150Q: 3 clusters Score -1.686957e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -16869566.000000 Penalty: 5744.043945
	Iteration 151Q: 3 clusters Score -1.686957e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -16869576.000000 Penalty: 5744.043945
	Iteration 152Q: 3 clusters Score -1.686958e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -16869618.000000 Penalty: 5744.043945
	Iteration 153Q: 3 clusters Score -1.686962e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51629 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -16869644.000000 Penalty: 5744.043945
	Iteration 154Q: 3 clusters Score -1.686964e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -16869666.000000 Penalty: 5744.043945
	Iteration 155Q: 3 clusters Score -1.686967e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -16869664.000000 Penalty: 5744.043945
	Iteration 156Q: 3 clusters Score -1.686966e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -16869640.000000 Penalty: 5744.043945
	Iteration 157Q: 3 clusters Score -1.686964e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -16869680.000000 Penalty: 5744.043945
	Iteration 158Q: 3 clusters Score -1.686968e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -16869698.000000 Penalty: 5744.043945
	Iteration 159Q: 3 clusters Score -1.68697e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -16869720.000000 Penalty: 5744.043945
	Iteration 160F: 3 clusters Score -1.686972e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 56854 members 
Entering Unmasked Estep 
Score: -16869750.000000 Penalty: 5744.043945
	Iteration 161Q: 3 clusters Score -1.686975e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -16869794.000000 Penalty: 5744.043945
	Iteration 162Q: 3 clusters Score -1.686979e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -16869804.000000 Penalty: 5744.043945
	Iteration 163Q: 3 clusters Score -1.68698e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -16869838.000000 Penalty: 5744.043945
	Iteration 164Q: 3 clusters Score -1.686984e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -16869876.000000 Penalty: 5744.043945
	Iteration 165Q: 3 clusters Score -1.686988e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -16869874.000000 Penalty: 5744.043945
	Iteration 166Q: 3 clusters Score -1.686987e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -16869884.000000 Penalty: 5744.043945
	Iteration 167Q: 3 clusters Score -1.686988e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -16869902.000000 Penalty: 5744.043945
	Iteration 168Q: 3 clusters Score -1.68699e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -16869894.000000 Penalty: 5744.043945
	Iteration 169Q: 3 clusters Score -1.686989e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -16869916.000000 Penalty: 5744.043945
	Iteration 170Q: 3 clusters Score -1.686992e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 59151 members 
Entering Unmasked Estep 
Score: -16869944.000000 Penalty: 5744.043945
	Iteration 171Q: 3 clusters Score -1.686994e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -16869954.000000 Penalty: 5744.043945
	Iteration 172Q: 3 clusters Score -1.686995e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -16869996.000000 Penalty: 5744.043945
	Iteration 173Q: 3 clusters Score -1.687e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -16870040.000000 Penalty: 5744.043945
	Iteration 174Q: 3 clusters Score -1.687004e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -16870092.000000 Penalty: 5744.043945
	Iteration 175Q: 3 clusters Score -1.687009e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.687008e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -16870084.000000 Penalty: 5744.043945
	Iteration 177Q: 3 clusters Score -1.687008e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -16870102.000000 Penalty: 5744.043945
	Iteration 178Q: 3 clusters Score -1.68701e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -16870106.000000 Penalty: 5744.043945
	Iteration 179Q: 3 clusters Score -1.687011e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -16870082.000000 Penalty: 5744.043945
	Iteration 180F: 3 clusters Score -1.687008e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -16870132.000000 Penalty: 5744.043945
	Iteration 181Q: 3 clusters Score -1.687013e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -16870144.000000 Penalty: 5744.043945
	Iteration 182Q: 3 clusters Score -1.687014e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -16870166.000000 Penalty: 5744.043945
	Iteration 183Q: 3 clusters Score -1.687017e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -16870206.000000 Penalty: 5744.043945
	Iteration 184Q: 3 clusters Score -1.687021e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -16870204.000000 Penalty: 5744.043945
	Iteration 185Q: 3 clusters Score -1.68702e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -16870236.000000 Penalty: 5744.043945
	Iteration 186Q: 3 clusters Score -1.687024e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -16870282.000000 Penalty: 5744.043945
	Iteration 187Q: 3 clusters Score -1.687028e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -16870284.000000 Penalty: 5744.043945
	Iteration 188Q: 3 clusters Score -1.687028e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -16870348.000000 Penalty: 5744.043945
	Iteration 189Q: 3 clusters Score -1.687035e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -16870388.000000 Penalty: 5744.043945
	Iteration 190Q: 3 clusters Score -1.687039e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 64103 members 
Entering Unmasked Estep 
Score: -16870384.000000 Penalty: 5744.043945
	Iteration 191Q: 3 clusters Score -1.687038e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -16870362.000000 Penalty: 5744.043945
	Iteration 192Q: 3 clusters Score -1.687036e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -16870394.000000 Penalty: 5744.043945
	Iteration 193Q: 3 clusters Score -1.687039e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -16870388.000000 Penalty: 5744.043945
	Iteration 194Q: 3 clusters Score -1.687039e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -16870462.000000 Penalty: 5744.043945
	Iteration 195Q: 3 clusters Score -1.687046e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -16870510.000000 Penalty: 5744.043945
	Iteration 196Q: 3 clusters Score -1.687051e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -16870508.000000 Penalty: 5744.043945
	Iteration 197Q: 3 clusters Score -1.687051e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 66128 members 
Entering Unmasked Estep 
Score: -16870576.000000 Penalty: 5744.043945
	Iteration 198Q: 3 clusters Score -1.687058e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -16870646.000000 Penalty: 5744.043945
	Iteration 199Q: 3 clusters Score -1.687065e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -16870606.000000 Penalty: 5744.043945
	Iteration 200F: 3 clusters Score -1.687061e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 66997 members 
Entering Unmasked Estep 
Score: -16870660.000000 Penalty: 5744.043945
	Iteration 201Q: 3 clusters Score -1.687066e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 67324 members 
Entering Unmasked Estep 
Score: -16870732.000000 Penalty: 5744.043945
	Iteration 202Q: 3 clusters Score -1.687073e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 67679 members 
Entering Unmasked Estep 
Score: -16870736.000000 Penalty: 5744.043945
	Iteration 203Q: 3 clusters Score -1.687074e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -16870774.000000 Penalty: 5744.043945
	Iteration 204Q: 3 clusters Score -1.687077e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 68430 members 
Entering Unmasked Estep 
Score: -16870830.000000 Penalty: 5744.043945
	Iteration 205Q: 3 clusters Score -1.687083e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 68856 members 
Entering Unmasked Estep 
Score: -16870862.000000 Penalty: 5744.043945
	Iteration 206Q: 3 clusters Score -1.687086e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -16870902.000000 Penalty: 5744.043945
	Iteration 207Q: 3 clusters Score -1.68709e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 69820 members 
Entering Unmasked Estep 
Score: -16871004.000000 Penalty: 5744.043945
	Iteration 208Q: 3 clusters Score -1.6871e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -16871088.000000 Penalty: 5744.043945
	Iteration 209Q: 3 clusters Score -1.687109e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -16871146.000000 Penalty: 5744.043945
	Iteration 210Q: 3 clusters Score -1.687115e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -16871232.000000 Penalty: 5744.043945
	Iteration 211Q: 3 clusters Score -1.687123e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 71854 members 
Entering Unmasked Estep 
Score: -16871324.000000 Penalty: 5744.043945
	Iteration 212Q: 3 clusters Score -1.687132e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -16871396.000000 Penalty: 5744.043945
	Iteration 213Q: 3 clusters Score -1.68714e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
Score: -16871480.000000 Penalty: 5744.043945
	Iteration 214Q: 3 clusters Score -1.687148e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -16871546.000000 Penalty: 5744.043945
	Iteration 215Q: 3 clusters Score -1.687155e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -16871618.000000 Penalty: 5744.043945
	Iteration 216Q: 3 clusters Score -1.687162e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -16871726.000000 Penalty: 5744.043945
	Iteration 217Q: 3 clusters Score -1.687173e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -16871836.000000 Penalty: 5744.043945
	Iteration 218Q: 3 clusters Score -1.687184e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -16871968.000000 Penalty: 5744.043945
	Iteration 219Q: 3 clusters Score -1.687197e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -16872034.000000 Penalty: 5744.043945
	Iteration 220F: 3 clusters Score -1.687203e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -16872172.000000 Penalty: 5744.043945
	Iteration 221Q: 3 clusters Score -1.687217e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -16872308.000000 Penalty: 5744.043945
	Iteration 222Q: 3 clusters Score -1.687231e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -16872446.000000 Penalty: 5744.043945
	Iteration 223Q: 3 clusters Score -1.687245e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -16872678.000000 Penalty: 5744.043945
	Iteration 224Q: 3 clusters Score -1.687268e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -16872884.000000 Penalty: 5744.043945
	Iteration 225Q: 3 clusters Score -1.687288e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -16873066.000000 Penalty: 5744.043945
	Iteration 226Q: 3 clusters Score -1.687307e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -16873252.000000 Penalty: 5744.043945
	Iteration 227Q: 3 clusters Score -1.687325e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -16873450.000000 Penalty: 5744.043945
	Iteration 228Q: 3 clusters Score -1.687345e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -16873630.000000 Penalty: 5744.043945
	Iteration 229Q: 3 clusters Score -1.687363e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 85199 members 
Entering Unmasked Estep 
Score: -16873876.000000 Penalty: 5744.043945
	Iteration 230Q: 3 clusters Score -1.687388e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -16874158.000000 Penalty: 5744.043945
	Iteration 231Q: 3 clusters Score -1.687416e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -16874334.000000 Penalty: 5744.043945
	Iteration 232Q: 3 clusters Score -1.687433e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -16874520.000000 Penalty: 5744.043945
	Iteration 233Q: 3 clusters Score -1.687452e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -16874772.000000 Penalty: 5744.043945
	Iteration 234Q: 3 clusters Score -1.687477e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 89859 members 
Entering Unmasked Estep 
Score: -16874996.000000 Penalty: 5744.043945
	Iteration 235Q: 3 clusters Score -1.6875e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -16875292.000000 Penalty: 5744.043945
	Iteration 236Q: 3 clusters Score -1.687529e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -16875602.000000 Penalty: 5744.043945
	Iteration 237Q: 3 clusters Score -1.68756e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -16875834.000000 Penalty: 5744.043945
	Iteration 238Q: 3 clusters Score -1.687583e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -16876026.000000 Penalty: 5744.043945
	Iteration 239Q: 3 clusters Score -1.687603e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -16876178.000000 Penalty: 5744.043945
	Iteration 240F: 3 clusters Score -1.687618e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -16876390.000000 Penalty: 5744.043945
	Iteration 241Q: 3 clusters Score -1.687639e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -16876664.000000 Penalty: 5744.043945
	Iteration 242Q: 3 clusters Score -1.687666e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -16876904.000000 Penalty: 5744.043945
	Iteration 243Q: 3 clusters Score -1.68769e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 97378 members 
Entering Unmasked Estep 
Score: -16877142.000000 Penalty: 5744.043945
	Iteration 244Q: 3 clusters Score -1.687714e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
Score: -16877388.000000 Penalty: 5744.043945
	Iteration 245Q: 3 clusters Score -1.687739e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 98855 members 
Entering Unmasked Estep 
Score: -16877550.000000 Penalty: 5744.043945
	Iteration 246Q: 3 clusters Score -1.687755e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -16877684.000000 Penalty: 5744.043945
	Iteration 247Q: 3 clusters Score -1.687768e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 100186 members 
Entering Unmasked Estep 
Score: -16877712.000000 Penalty: 5744.043945
	Iteration 248Q: 3 clusters Score -1.687771e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 100734 members 
Entering Unmasked Estep 
Score: -16877794.000000 Penalty: 5744.043945
	Iteration 249Q: 3 clusters Score -1.687779e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 101226 members 
Entering Unmasked Estep 
Score: -16877844.000000 Penalty: 5744.043945
	Iteration 250Q: 3 clusters Score -1.687784e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -16877920.000000 Penalty: 5744.043945
	Iteration 251Q: 3 clusters Score -1.687792e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -16877902.000000 Penalty: 5744.043945
	Iteration 252Q: 3 clusters Score -1.68779e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -16877896.000000 Penalty: 5744.043945
	Iteration 253Q: 3 clusters Score -1.68779e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 102786 members 
Entering Unmasked Estep 
Score: -16877910.000000 Penalty: 5744.043945
	Iteration 254Q: 3 clusters Score -1.687791e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 103005 members 
Entering Unmasked Estep 
Score: -16877918.000000 Penalty: 5744.043945
	Iteration 255Q: 3 clusters Score -1.687792e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 103191 members 
Entering Unmasked Estep 
Score: -16877920.000000 Penalty: 5744.043945
	Iteration 256Q: 3 clusters Score -1.687792e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -16877896.000000 Penalty: 5744.043945
	Iteration 257Q: 3 clusters Score -1.68779e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 103520 members 
Entering Unmasked Estep 
Score: -16877896.000000 Penalty: 5744.043945
	Iteration 258Q: 3 clusters Score -1.68779e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -16877868.000000 Penalty: 5744.043945
	Iteration 259Q: 3 clusters Score -1.687787e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 103733 members 
Entering Unmasked Estep 
Score: -16877882.000000 Penalty: 5744.043945
	Iteration 260F: 3 clusters Score -1.687788e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -16877852.000000 Penalty: 5744.043945
	Iteration 261Q: 3 clusters Score -1.687785e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 103914 members 
Entering Unmasked Estep 
Score: -16877818.000000 Penalty: 5744.043945
	Iteration 262Q: 3 clusters Score -1.687782e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 103993 members 
Entering Unmasked Estep 
Score: -16877804.000000 Penalty: 5744.043945
	Iteration 263Q: 3 clusters Score -1.68778e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -16877788.000000 Penalty: 5744.043945
	Iteration 264Q: 3 clusters Score -1.687779e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -16877788.000000 Penalty: 5744.043945
	Iteration 265Q: 3 clusters Score -1.687779e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -16877800.000000 Penalty: 5744.043945
	Iteration 266Q: 3 clusters Score -1.68778e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 104207 members 
Entering Unmasked Estep 
Score: -16877792.000000 Penalty: 5744.043945
	Iteration 267Q: 3 clusters Score -1.687779e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 104254 members 
Entering Unmasked Estep 
Score: -16877774.000000 Penalty: 5744.043945
	Iteration 268Q: 3 clusters Score -1.687777e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 104294 members 
Entering Unmasked Estep 
Score: -16877770.000000 Penalty: 5744.043945
	Iteration 269Q: 3 clusters Score -1.687777e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -16877780.000000 Penalty: 5744.043945
	Iteration 270Q: 3 clusters Score -1.687778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 104357 members 
Entering Unmasked Estep 
Score: -16877756.000000 Penalty: 5744.043945
	Iteration 271Q: 3 clusters Score -1.687776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 104373 members 
Entering Unmasked Estep 
Score: -16877776.000000 Penalty: 5744.043945
	Iteration 272Q: 3 clusters Score -1.687778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -16877764.000000 Penalty: 5744.043945
	Iteration 273Q: 3 clusters Score -1.687776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -16877756.000000 Penalty: 5744.043945
	Iteration 274Q: 3 clusters Score -1.687776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -16877756.000000 Penalty: 5744.043945
	Iteration 275Q: 3 clusters Score -1.687776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -16877754.000000 Penalty: 5744.043945
	Iteration 276Q: 3 clusters Score -1.687775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 104459 members 
Entering Unmasked Estep 
Score: -16877752.000000 Penalty: 5744.043945
	Iteration 277Q: 3 clusters Score -1.687775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -16877756.000000 Penalty: 5744.043945
	Iteration 278Q: 3 clusters Score -1.687776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -16877756.000000 Penalty: 5744.043945
	Iteration 279Q: 3 clusters Score -1.687776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -16877764.000000 Penalty: 5744.043945
	Iteration 280F: 3 clusters Score -1.687776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -16877760.000000 Penalty: 5744.043945
	Iteration 281Q: 3 clusters Score -1.687776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 104470 members 
Entering Unmasked Estep 
Score: -16877760.000000 Penalty: 5744.043945
	Iteration 282F: 3 clusters Score -1.687776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -391675.437500 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -391675.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -388662.250000 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -388662.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -389327.687500 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -389327.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -389494.187500 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -389494.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -389622.812500 Penalty: 3903.981201
	Iteration 3F: 3 clusters Score -389622.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -389727.062500 Penalty: 3903.981201
	Iteration 4Q: 3 clusters Score -389727.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -389790.687500 Penalty: 3903.981201
	Iteration 5Q: 3 clusters Score -389790.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -389836.281250 Penalty: 3903.981201
	Iteration 6Q: 3 clusters Score -389836.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -389896.125000 Penalty: 3903.981201
	Iteration 7Q: 3 clusters Score -389896.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -389934.750000 Penalty: 3903.981201
	Iteration 8Q: 3 clusters Score -389934.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -389968.562500 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -389968.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -389996.750000 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -389996.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -390021.343750 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -390021.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -390042.281250 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -390042.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -390062.875000 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -390062.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -390089.375000 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -390089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -390109.531250 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -390109.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -390135.281250 Penalty: 3903.981201
	Iteration 16Q: 3 clusters Score -390135.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -390154.937500 Penalty: 3903.981201
	Iteration 17Q: 3 clusters Score -390154.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -390169.062500 Penalty: 3903.981201
	Iteration 18Q: 3 clusters Score -390169.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -390185.031250 Penalty: 3903.981201
	Iteration 19Q: 3 clusters Score -390185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -390195.125000 Penalty: 3903.981201
	Iteration 20F: 3 clusters Score -390195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -390207.781250 Penalty: 3903.981201
	Iteration 21Q: 3 clusters Score -390207.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -390221.093750 Penalty: 3903.981201
	Iteration 22Q: 3 clusters Score -390221.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -390241.968750 Penalty: 3903.981201
	Iteration 23Q: 3 clusters Score -390242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -390283.062500 Penalty: 3903.981201
	Iteration 24Q: 3 clusters Score -390283.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -390383.218750 Penalty: 3903.981201
	Iteration 25Q: 3 clusters Score -390383.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -390463.156250 Penalty: 3903.981201
	Iteration 26Q: 3 clusters Score -390463.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -390537.625000 Penalty: 3903.981201
	Iteration 27Q: 3 clusters Score -390537.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -390609.718750 Penalty: 3903.981201
	Iteration 28Q: 3 clusters Score -390609.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -390693.093750 Penalty: 3903.981201
	Iteration 29Q: 3 clusters Score -390693.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -390752.968750 Penalty: 3903.981201
	Iteration 30Q: 3 clusters Score -390753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -390825.968750 Penalty: 3903.981201
	Iteration 31Q: 3 clusters Score -390826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -390895.500000 Penalty: 3903.981201
	Iteration 32Q: 3 clusters Score -390895.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -390941.843750 Penalty: 3903.981201
	Iteration 33Q: 3 clusters Score -390941.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -390972.218750 Penalty: 3903.981201
	Iteration 34Q: 3 clusters Score -390972.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -390996.031250 Penalty: 3903.981201
	Iteration 35Q: 3 clusters Score -390996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -391021.062500 Penalty: 3903.981201
	Iteration 36Q: 3 clusters Score -391021.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -391031.656250 Penalty: 3903.981201
	Iteration 37Q: 3 clusters Score -391031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -391038.281250 Penalty: 3903.981201
	Iteration 38Q: 3 clusters Score -391038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -391042.031250 Penalty: 3903.981201
	Iteration 39Q: 3 clusters Score -391042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -391043.125000 Penalty: 3903.981201
	Iteration 40F: 3 clusters Score -391043.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Entering Unmasked Estep 
Score: -3561326.000000 Penalty: 2491.500977
	Iteration 0F: 2 clusters Score -3561326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3545246.750000 Penalty: 4983.001953
	Iteration 0F: 3 clusters Score -3545247 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3550866.250000 Penalty: 4983.001953
	Iteration 1F: 3 clusters Score -3550866 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3551290.250000 Penalty: 4983.001953
	Iteration 2Q: 3 clusters Score -3551290 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3551657.500000 Penalty: 4983.001953
	Iteration 3Q: 3 clusters Score -3551658 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3552098.000000 Penalty: 4983.001953
	Iteration 4Q: 3 clusters Score -3552098 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3552677.500000 Penalty: 4983.001953
	Iteration 5Q: 3 clusters Score -3552678 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3553441.750000 Penalty: 4983.001953
	Iteration 6F: 3 clusters Score -3553442 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3554542.250000 Penalty: 4983.001953
	Iteration 7F: 3 clusters Score -3554542 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -3555825.500000 Penalty: 4983.001953
	Iteration 8F: 3 clusters Score -3555826 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3557087.250000 Penalty: 4983.001953
	Iteration 9F: 3 clusters Score -3557087 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3558072.750000 Penalty: 4983.001953
	Iteration 10Q: 3 clusters Score -3558073 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3558605.750000 Penalty: 4983.001953
	Iteration 11Q: 3 clusters Score -3558606 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3558880.000000 Penalty: 4983.001953
	Iteration 12Q: 3 clusters Score -3558880 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3559000.000000 Penalty: 4983.001953
	Iteration 13Q: 3 clusters Score -3559000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3559071.000000 Penalty: 4983.001953
	Iteration 14Q: 3 clusters Score -3559071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3559101.000000 Penalty: 4983.001953
	Iteration 15Q: 3 clusters Score -3559101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3559117.750000 Penalty: 4983.001953
	Iteration 16Q: 3 clusters Score -3559118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3559139.750000 Penalty: 4983.001953
	Iteration 17Q: 3 clusters Score -3559140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3559153.750000 Penalty: 4983.001953
	Iteration 18Q: 3 clusters Score -3559154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3559161.750000 Penalty: 4983.001953
	Iteration 19Q: 3 clusters Score -3559162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3559164.250000 Penalty: 4983.001953
	Iteration 20F: 3 clusters Score -3559164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3559173.250000 Penalty: 4983.001953
	Iteration 21Q: 3 clusters Score -3559173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3559176.500000 Penalty: 4983.001953
	Iteration 22Q: 3 clusters Score -3559176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3559179.250000 Penalty: 4983.001953
	Iteration 23Q: 3 clusters Score -3559179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3559176.750000 Penalty: 4983.001953
	Iteration 24Q: 3 clusters Score -3559177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3559176.750000 Penalty: 4983.001953
	Iteration 25F: 3 clusters Score -3559177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Entering Unmasked Estep 
Score: -395747.656250 Penalty: 1957.050049
	Iteration 0F: 2 clusters Score -395747.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -392698.437500 Penalty: 3914.100098
	Iteration 0F: 3 clusters Score -392698.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -393313.937500 Penalty: 3914.100098
	Iteration 1F: 3 clusters Score -393313.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -393480.250000 Penalty: 3914.100098
	Iteration 2F: 3 clusters Score -393480.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -393574.406250 Penalty: 3914.100098
	Iteration 3Q: 3 clusters Score -393574.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -393669.156250 Penalty: 3914.100098
	Iteration 4Q: 3 clusters Score -393669.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -393743.187500 Penalty: 3914.100098
	Iteration 5Q: 3 clusters Score -393743.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -393788.500000 Penalty: 3914.100098
	Iteration 6Q: 3 clusters Score -393788.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -393825.187500 Penalty: 3914.100098
	Iteration 7Q: 3 clusters Score -393825.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -393857.875000 Penalty: 3914.100098
	Iteration 8Q: 3 clusters Score -393857.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -393882.750000 Penalty: 3914.100098
	Iteration 9Q: 3 clusters Score -393882.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -393908.812500 Penalty: 3914.100098
	Iteration 10Q: 3 clusters Score -393908.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -393924.906250 Penalty: 3914.100098
	Iteration 11Q: 3 clusters Score -393924.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -393946.250000 Penalty: 3914.100098
	Iteration 12Q: 3 clusters Score -393946.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -393965.687500 Penalty: 3914.100098
	Iteration 13Q: 3 clusters Score -393965.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -393982.843750 Penalty: 3914.100098
	Iteration 14Q: 3 clusters Score -393982.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -393995.406250 Penalty: 3914.100098
	Iteration 15Q: 3 clusters Score -393995.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -394009.843750 Penalty: 3914.100098
	Iteration 16Q: 3 clusters Score -394009.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -394030.500000 Penalty: 3914.100098
	Iteration 17Q: 3 clusters Score -394030.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -394055.718750 Penalty: 3914.100098
	Iteration 18Q: 3 clusters Score -394055.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -394077.500000 Penalty: 3914.100098
	Iteration 19Q: 3 clusters Score -394077.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -394094.812500 Penalty: 3914.100098
	Iteration 20F: 3 clusters Score -394094.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -394117.812500 Penalty: 3914.100098
	Iteration 21Q: 3 clusters Score -394117.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -394138.906250 Penalty: 3914.100098
	Iteration 22Q: 3 clusters Score -394138.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -394162.437500 Penalty: 3914.100098
	Iteration 23Q: 3 clusters Score -394162.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -394185.406250 Penalty: 3914.100098
	Iteration 24Q: 3 clusters Score -394185.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -394203.656250 Penalty: 3914.100098
	Iteration 25Q: 3 clusters Score -394203.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -394219.812500 Penalty: 3914.100098
	Iteration 26Q: 3 clusters Score -394219.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -394230.593750 Penalty: 3914.100098
	Iteration 27Q: 3 clusters Score -394230.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -394236.000000 Penalty: 3914.100098
	Iteration 28Q: 3 clusters Score -394236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -394239.843750 Penalty: 3914.100098
	Iteration 29Q: 3 clusters Score -394239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -394244.593750 Penalty: 3914.100098
	Iteration 30Q: 3 clusters Score -394244.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -394249.781250 Penalty: 3914.100098
	Iteration 31Q: 3 clusters Score -394249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -394253.656250 Penalty: 3914.100098
	Iteration 32Q: 3 clusters Score -394253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -394255.250000 Penalty: 3914.100098
	Iteration 33Q: 3 clusters Score -394255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -394256.687500 Penalty: 3914.100098
	Iteration 34Q: 3 clusters Score -394256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -394257.062500 Penalty: 3914.100098
	Iteration 35Q: 3 clusters Score -394257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -394257.187500 Penalty: 3914.100098
	Iteration 36Q: 3 clusters Score -394257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -394257.187500 Penalty: 3914.100098
	Iteration 37F: 3 clusters Score -394257.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -979507.187500 Penalty: 2163.845215
	Iteration 0F: 2 clusters Score -979507.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -974178.187500 Penalty: 4327.690430
	Iteration 0F: 3 clusters Score -974178.2 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -975506.000000 Penalty: 4327.690430
	Iteration 1F: 3 clusters Score -975506 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -975720.000000 Penalty: 4327.690430
	Iteration 2F: 3 clusters Score -975720 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -975860.312500 Penalty: 4327.690430
	Iteration 3Q: 3 clusters Score -975860.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -975984.500000 Penalty: 4327.690430
	Iteration 4Q: 3 clusters Score -975984.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -976092.125000 Penalty: 4327.690430
	Iteration 5Q: 3 clusters Score -976092.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -976172.125000 Penalty: 4327.690430
	Iteration 6Q: 3 clusters Score -976172.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -976250.562500 Penalty: 4327.690430
	Iteration 7Q: 3 clusters Score -976250.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -976319.750000 Penalty: 4327.690430
	Iteration 8Q: 3 clusters Score -976319.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -976383.062500 Penalty: 4327.690430
	Iteration 9Q: 3 clusters Score -976383.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -976441.437500 Penalty: 4327.690430
	Iteration 10Q: 3 clusters Score -976441.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -976495.562500 Penalty: 4327.690430
	Iteration 11Q: 3 clusters Score -976495.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -976547.750000 Penalty: 4327.690430
	Iteration 12Q: 3 clusters Score -976547.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -976606.375000 Penalty: 4327.690430
	Iteration 13Q: 3 clusters Score -976606.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -976650.375000 Penalty: 4327.690430
	Iteration 14Q: 3 clusters Score -976650.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -976704.062500 Penalty: 4327.690430
	Iteration 15Q: 3 clusters Score -976704.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -976741.312500 Penalty: 4327.690430
	Iteration 16Q: 3 clusters Score -976741.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -976792.500000 Penalty: 4327.690430
	Iteration 17Q: 3 clusters Score -976792.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -976850.812500 Penalty: 4327.690430
	Iteration 18Q: 3 clusters Score -976850.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -976895.250000 Penalty: 4327.690430
	Iteration 19Q: 3 clusters Score -976895.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -976950.750000 Penalty: 4327.690430
	Iteration 20F: 3 clusters Score -976950.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -977007.562500 Penalty: 4327.690430
	Iteration 21Q: 3 clusters Score -977007.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -977060.375000 Penalty: 4327.690430
	Iteration 22Q: 3 clusters Score -977060.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -977103.625000 Penalty: 4327.690430
	Iteration 23Q: 3 clusters Score -977103.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -977162.812500 Penalty: 4327.690430
	Iteration 24Q: 3 clusters Score -977162.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -977230.250000 Penalty: 4327.690430
	Iteration 25Q: 3 clusters Score -977230.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -977291.500000 Penalty: 4327.690430
	Iteration 26Q: 3 clusters Score -977291.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -977352.437500 Penalty: 4327.690430
	Iteration 27Q: 3 clusters Score -977352.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -977396.750000 Penalty: 4327.690430
	Iteration 28Q: 3 clusters Score -977396.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -977440.000000 Penalty: 4327.690430
	Iteration 29Q: 3 clusters Score -977440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -977470.562500 Penalty: 4327.690430
	Iteration 30Q: 3 clusters Score -977470.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -977488.875000 Penalty: 4327.690430
	Iteration 31Q: 3 clusters Score -977488.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -977510.937500 Penalty: 4327.690430
	Iteration 32Q: 3 clusters Score -977510.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -977533.375000 Penalty: 4327.690430
	Iteration 33Q: 3 clusters Score -977533.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -977555.812500 Penalty: 4327.690430
	Iteration 34Q: 3 clusters Score -977555.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -977576.000000 Penalty: 4327.690430
	Iteration 35Q: 3 clusters Score -977576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -977594.625000 Penalty: 4327.690430
	Iteration 36Q: 3 clusters Score -977594.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -977607.187500 Penalty: 4327.690430
	Iteration 37Q: 3 clusters Score -977607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -977612.875000 Penalty: 4327.690430
	Iteration 38Q: 3 clusters Score -977612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -977621.625000 Penalty: 4327.690430
	Iteration 39Q: 3 clusters Score -977621.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -977632.062500 Penalty: 4327.690430
	Iteration 40F: 3 clusters Score -977632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -977640.062500 Penalty: 4327.690430
	Iteration 41Q: 3 clusters Score -977640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -977642.937500 Penalty: 4327.690430
	Iteration 42Q: 3 clusters Score -977642.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -977645.437500 Penalty: 4327.690430
	Iteration 43Q: 3 clusters Score -977645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -977646.375000 Penalty: 4327.690430
	Iteration 44Q: 3 clusters Score -977646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -977647.500000 Penalty: 4327.690430
	Iteration 45Q: 3 clusters Score -977647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -977648.375000 Penalty: 4327.690430
	Iteration 46Q: 3 clusters Score -977648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -977649.187500 Penalty: 4327.690430
	Iteration 47Q: 3 clusters Score -977649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -977649.187500 Penalty: 4327.690430
	Iteration 48F: 3 clusters Score -977649.2 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: -113079.179688 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -113079.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111249.273438 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -111249.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111629.429688 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -111629.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111843.289062 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -111843.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -112124.781250 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -112124.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112356.671875 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -112356.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112525.117188 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -112525.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -112620.328125 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -112620.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112702.914062 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -112702.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112790.476562 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -112790.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112843.468750 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -112843.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -112870.945312 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -112870.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -112898.765625 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -112898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112916.109375 Penalty: 3404.964355
	Iteration 12Q: 3 clusters Score -112916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -112918.781250 Penalty: 3404.964355
	Iteration 13Q: 3 clusters Score -112918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -112918.781250 Penalty: 3404.964355
	Iteration 14F: 3 clusters Score -112918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -499349.093750 Penalty: 2013.167480
	Iteration 0F: 2 clusters Score -499349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -495877.156250 Penalty: 4026.334961
	Iteration 0F: 3 clusters Score -495877.2 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -496617.968750 Penalty: 4026.334961
	Iteration 1F: 3 clusters Score -496618 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -496783.875000 Penalty: 4026.334961
	Iteration 2F: 3 clusters Score -496783.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -496868.218750 Penalty: 4026.334961
	Iteration 3Q: 3 clusters Score -496868.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -496947.062500 Penalty: 4026.334961
	Iteration 4Q: 3 clusters Score -496947.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -496991.125000 Penalty: 4026.334961
	Iteration 5Q: 3 clusters Score -496991.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -497030.593750 Penalty: 4026.334961
	Iteration 6Q: 3 clusters Score -497030.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -497080.625000 Penalty: 4026.334961
	Iteration 7Q: 3 clusters Score -497080.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -497126.937500 Penalty: 4026.334961
	Iteration 8Q: 3 clusters Score -497126.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -497176.125000 Penalty: 4026.334961
	Iteration 9Q: 3 clusters Score -497176.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -497234.125000 Penalty: 4026.334961
	Iteration 10Q: 3 clusters Score -497234.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -497278.937500 Penalty: 4026.334961
	Iteration 11Q: 3 clusters Score -497278.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -497323.468750 Penalty: 4026.334961
	Iteration 12Q: 3 clusters Score -497323.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -497378.531250 Penalty: 4026.334961
	Iteration 13Q: 3 clusters Score -497378.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -497446.343750 Penalty: 4026.334961
	Iteration 14Q: 3 clusters Score -497446.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -497512.625000 Penalty: 4026.334961
	Iteration 15Q: 3 clusters Score -497512.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -497586.812500 Penalty: 4026.334961
	Iteration 16Q: 3 clusters Score -497586.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -497652.593750 Penalty: 4026.334961
	Iteration 17Q: 3 clusters Score -497652.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -497709.125000 Penalty: 4026.334961
	Iteration 18Q: 3 clusters Score -497709.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -497763.718750 Penalty: 4026.334961
	Iteration 19Q: 3 clusters Score -497763.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -497802.750000 Penalty: 4026.334961
	Iteration 20F: 3 clusters Score -497802.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -497840.437500 Penalty: 4026.334961
	Iteration 21Q: 3 clusters Score -497840.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -497873.375000 Penalty: 4026.334961
	Iteration 22Q: 3 clusters Score -497873.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -497898.062500 Penalty: 4026.334961
	Iteration 23Q: 3 clusters Score -497898.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -497918.343750 Penalty: 4026.334961
	Iteration 24Q: 3 clusters Score -497918.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -497938.437500 Penalty: 4026.334961
	Iteration 25Q: 3 clusters Score -497938.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -497953.687500 Penalty: 4026.334961
	Iteration 26Q: 3 clusters Score -497953.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -497971.093750 Penalty: 4026.334961
	Iteration 27Q: 3 clusters Score -497971.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -497984.468750 Penalty: 4026.334961
	Iteration 28Q: 3 clusters Score -497984.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -497999.250000 Penalty: 4026.334961
	Iteration 29Q: 3 clusters Score -497999.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -498007.625000 Penalty: 4026.334961
	Iteration 30Q: 3 clusters Score -498007.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -498017.906250 Penalty: 4026.334961
	Iteration 31Q: 3 clusters Score -498017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -498027.281250 Penalty: 4026.334961
	Iteration 32Q: 3 clusters Score -498027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -498032.218750 Penalty: 4026.334961
	Iteration 33Q: 3 clusters Score -498032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -498037.250000 Penalty: 4026.334961
	Iteration 34Q: 3 clusters Score -498037.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -498039.687500 Penalty: 4026.334961
	Iteration 35Q: 3 clusters Score -498039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -498039.843750 Penalty: 4026.334961
	Iteration 36Q: 3 clusters Score -498039.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -498041.062500 Penalty: 4026.334961
	Iteration 37Q: 3 clusters Score -498041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -498041.375000 Penalty: 4026.334961
	Iteration 38Q: 3 clusters Score -498041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -498042.718750 Penalty: 4026.334961
	Iteration 39Q: 3 clusters Score -498042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -498043.718750 Penalty: 4026.334961
	Iteration 40F: 3 clusters Score -498043.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -498044.281250 Penalty: 4026.334961
	Iteration 41Q: 3 clusters Score -498044.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -498044.281250 Penalty: 4026.334961
	Iteration 42F: 3 clusters Score -498044.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Entering Unmasked Estep 
Score: -1485196.875000 Penalty: 2272.355713
	Iteration 0F: 2 clusters Score -1485197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1477874.125000 Penalty: 4544.711426
	Iteration 0F: 3 clusters Score -1477874 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1479955.625000 Penalty: 4544.711426
	Iteration 1F: 3 clusters Score -1479956 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1480257.500000 Penalty: 4544.711426
	Iteration 2F: 3 clusters Score -1480258 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1480457.500000 Penalty: 4544.711426
	Iteration 3Q: 3 clusters Score -1480458 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1480663.375000 Penalty: 4544.711426
	Iteration 4Q: 3 clusters Score -1480663 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1480935.750000 Penalty: 4544.711426
	Iteration 5Q: 3 clusters Score -1480936 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1481295.000000 Penalty: 4544.711426
	Iteration 6F: 3 clusters Score -1481295 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1481602.750000 Penalty: 4544.711426
	Iteration 7F: 3 clusters Score -1481603 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1481924.625000 Penalty: 4544.711426
	Iteration 8Q: 3 clusters Score -1481925 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1482281.375000 Penalty: 4544.711426
	Iteration 9F: 3 clusters Score -1482281 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1482632.500000 Penalty: 4544.711426
	Iteration 10Q: 3 clusters Score -1482632 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1482942.375000 Penalty: 4544.711426
	Iteration 11Q: 3 clusters Score -1482942 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1483251.750000 Penalty: 4544.711426
	Iteration 12Q: 3 clusters Score -1483252 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1483569.500000 Penalty: 4544.711426
	Iteration 13Q: 3 clusters Score -1483570 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1483810.500000 Penalty: 4544.711426
	Iteration 14Q: 3 clusters Score -1483810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1483948.500000 Penalty: 4544.711426
	Iteration 15Q: 3 clusters Score -1483948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1484014.250000 Penalty: 4544.711426
	Iteration 16Q: 3 clusters Score -1484014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1484064.625000 Penalty: 4544.711426
	Iteration 17Q: 3 clusters Score -1484065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1484085.125000 Penalty: 4544.711426
	Iteration 18Q: 3 clusters Score -1484085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1484098.000000 Penalty: 4544.711426
	Iteration 19Q: 3 clusters Score -1484098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1484101.500000 Penalty: 4544.711426
	Iteration 20F: 3 clusters Score -1484102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1484105.875000 Penalty: 4544.711426
	Iteration 21Q: 3 clusters Score -1484106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1484110.875000 Penalty: 4544.711426
	Iteration 22Q: 3 clusters Score -1484111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1484112.000000 Penalty: 4544.711426
	Iteration 23Q: 3 clusters Score -1484112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1484110.250000 Penalty: 4544.711426
	Iteration 24Q: 3 clusters Score -1484110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1484110.250000 Penalty: 4544.711426
	Iteration 25F: 3 clusters Score -1484110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -39847.140625 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -39847.14 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 189 members 
Entering Unmasked Estep 
Score: -38662.789062 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -38662.79 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38928.269531 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -38928.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39187.246094 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -39187.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39435.769531 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -39435.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39554.945312 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -39554.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -39632.601562 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -39632.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39729.902344 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -39729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -39769.222656 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -39769.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -39795.773438 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -39795.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -39878.453125 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -39878.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -39917.691406 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -39917.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39961.929688 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -39961.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -39978.546875 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -39978.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -40043.343750 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -40043.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40111.214844 Penalty: 2930.409180
	Iteration 14Q: 3 clusters Score -40111.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40142.406250 Penalty: 2930.409180
	Iteration 15Q: 3 clusters Score -40142.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40165.230469 Penalty: 2930.409180
	Iteration 16Q: 3 clusters Score -40165.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40182.664062 Penalty: 2930.409180
	Iteration 17F: 3 clusters Score -40182.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40225.613281 Penalty: 2930.409180
	Iteration 18Q: 3 clusters Score -40225.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40225.613281 Penalty: 2930.409180
	Iteration 19F: 3 clusters Score -40225.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103885 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 138 members 
Entering Unmasked Estep 
Score: -86728496.000000 Penalty: 131381.765625
Splitting cluster 20 changes total score from -86729976.000000 to -86728496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Entering Unmasked Estep 
Score: -1937378.875000 Penalty: 2341.578613
	Iteration 0F: 2 clusters Score -1937379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1928035.250000 Penalty: 4683.157227
	Iteration 0F: 3 clusters Score -1928035 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1930959.250000 Penalty: 4683.157227
	Iteration 1F: 3 clusters Score -1930959 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1931377.125000 Penalty: 4683.157227
	Iteration 2F: 3 clusters Score -1931377 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1931752.625000 Penalty: 4683.157227
	Iteration 3F: 3 clusters Score -1931753 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1932152.000000 Penalty: 4683.157227
	Iteration 4F: 3 clusters Score -1932152 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1932648.500000 Penalty: 4683.157227
	Iteration 5F: 3 clusters Score -1932648 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1933112.125000 Penalty: 4683.157227
	Iteration 6F: 3 clusters Score -1933112 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1933575.125000 Penalty: 4683.157227
	Iteration 7F: 3 clusters Score -1933575 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1933983.000000 Penalty: 4683.157227
	Iteration 8Q: 3 clusters Score -1933983 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1934414.375000 Penalty: 4683.157227
	Iteration 9Q: 3 clusters Score -1934414 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1934797.500000 Penalty: 4683.157227
	Iteration 10Q: 3 clusters Score -1934798 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1935111.875000 Penalty: 4683.157227
	Iteration 11Q: 3 clusters Score -1935112 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1935412.375000 Penalty: 4683.157227
	Iteration 12Q: 3 clusters Score -1935412 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1935674.250000 Penalty: 4683.157227
	Iteration 13Q: 3 clusters Score -1935674 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1935902.375000 Penalty: 4683.157227
	Iteration 14Q: 3 clusters Score -1935902 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1936051.375000 Penalty: 4683.157227
	Iteration 15Q: 3 clusters Score -1936051 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1936152.250000 Penalty: 4683.157227
	Iteration 16Q: 3 clusters Score -1936152 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1936220.000000 Penalty: 4683.157227
	Iteration 17Q: 3 clusters Score -1936220 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1936264.250000 Penalty: 4683.157227
	Iteration 18Q: 3 clusters Score -1936264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1936314.875000 Penalty: 4683.157227
	Iteration 19Q: 3 clusters Score -1936315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1936349.375000 Penalty: 4683.157227
	Iteration 20F: 3 clusters Score -1936349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1936373.750000 Penalty: 4683.157227
	Iteration 21Q: 3 clusters Score -1936374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1936393.000000 Penalty: 4683.157227
	Iteration 22Q: 3 clusters Score -1936393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1936411.625000 Penalty: 4683.157227
	Iteration 23Q: 3 clusters Score -1936412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1936420.500000 Penalty: 4683.157227
	Iteration 24Q: 3 clusters Score -1936420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1936434.125000 Penalty: 4683.157227
	Iteration 25Q: 3 clusters Score -1936434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1936446.000000 Penalty: 4683.157227
	Iteration 26Q: 3 clusters Score -1936446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1936459.125000 Penalty: 4683.157227
	Iteration 27Q: 3 clusters Score -1936459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1936470.500000 Penalty: 4683.157227
	Iteration 28Q: 3 clusters Score -1936470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1936479.250000 Penalty: 4683.157227
	Iteration 29Q: 3 clusters Score -1936479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1936489.375000 Penalty: 4683.157227
	Iteration 30Q: 3 clusters Score -1936489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1936495.000000 Penalty: 4683.157227
	Iteration 31Q: 3 clusters Score -1936495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1936502.250000 Penalty: 4683.157227
	Iteration 32Q: 3 clusters Score -1936502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1936512.875000 Penalty: 4683.157227
	Iteration 33Q: 3 clusters Score -1936513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1936516.875000 Penalty: 4683.157227
	Iteration 34Q: 3 clusters Score -1936517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1936521.875000 Penalty: 4683.157227
	Iteration 35Q: 3 clusters Score -1936522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1936529.875000 Penalty: 4683.157227
	Iteration 36Q: 3 clusters Score -1936530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1936537.875000 Penalty: 4683.157227
	Iteration 37Q: 3 clusters Score -1936538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1936550.375000 Penalty: 4683.157227
	Iteration 38Q: 3 clusters Score -1936550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1936555.875000 Penalty: 4683.157227
	Iteration 39Q: 3 clusters Score -1936556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1936556.250000 Penalty: 4683.157227
	Iteration 40F: 3 clusters Score -1936556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1936556.125000 Penalty: 4683.157227
	Iteration 41Q: 3 clusters Score -1936556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1936557.000000 Penalty: 4683.157227
	Iteration 42Q: 3 clusters Score -1936557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1936555.500000 Penalty: 4683.157227
	Iteration 43Q: 3 clusters Score -1936556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1936556.750000 Penalty: 4683.157227
	Iteration 44Q: 3 clusters Score -1936557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1936557.250000 Penalty: 4683.157227
	Iteration 45Q: 3 clusters Score -1936557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1936560.875000 Penalty: 4683.157227
	Iteration 46Q: 3 clusters Score -1936561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1936559.625000 Penalty: 4683.157227
	Iteration 47Q: 3 clusters Score -1936560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1936557.500000 Penalty: 4683.157227
	Iteration 48Q: 3 clusters Score -1936558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1936560.375000 Penalty: 4683.157227
	Iteration 49Q: 3 clusters Score -1936560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1936560.875000 Penalty: 4683.157227
	Iteration 50Q: 3 clusters Score -1936561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1936561.250000 Penalty: 4683.157227
	Iteration 51Q: 3 clusters Score -1936561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1936559.250000 Penalty: 4683.157227
	Iteration 52Q: 3 clusters Score -1936559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1936559.250000 Penalty: 4683.157227
	Iteration 53F: 3 clusters Score -1936559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -1045469.500000 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -1045470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1039898.062500 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -1039898 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1041315.750000 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -1041316 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1041582.687500 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -1041583 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1041770.062500 Penalty: 4363.359375
	Iteration 3F: 3 clusters Score -1041770 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1041890.000000 Penalty: 4363.359375
	Iteration 4Q: 3 clusters Score -1041890 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1041981.375000 Penalty: 4363.359375
	Iteration 5Q: 3 clusters Score -1041981 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1042054.500000 Penalty: 4363.359375
	Iteration 6Q: 3 clusters Score -1042054 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1042124.187500 Penalty: 4363.359375
	Iteration 7Q: 3 clusters Score -1042124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1042191.437500 Penalty: 4363.359375
	Iteration 8Q: 3 clusters Score -1042191 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1042247.500000 Penalty: 4363.359375
	Iteration 9Q: 3 clusters Score -1042248 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1042295.562500 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -1042296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1042341.750000 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -1042342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1042386.500000 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -1042386 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1042430.500000 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -1042430 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1042483.937500 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -1042484 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1042544.500000 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -1042544 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1042616.687500 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -1042617 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1042708.250000 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -1042708 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1042833.687500 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -1042834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1042988.875000 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -1042989 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1043152.187500 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -1043152 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1043308.437500 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -1043308 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1043437.125000 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -1043437 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1043530.062500 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -1043530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1043588.000000 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -1043588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1043625.937500 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -1043626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1043653.750000 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -1043654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1043677.750000 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -1043678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1043695.000000 Penalty: 4363.359375
	Iteration 28Q: 3 clusters Score -1043695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1043708.125000 Penalty: 4363.359375
	Iteration 29Q: 3 clusters Score -1043708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1043716.062500 Penalty: 4363.359375
	Iteration 30Q: 3 clusters Score -1043716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1043721.687500 Penalty: 4363.359375
	Iteration 31Q: 3 clusters Score -1043722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1043727.750000 Penalty: 4363.359375
	Iteration 32Q: 3 clusters Score -1043728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1043730.000000 Penalty: 4363.359375
	Iteration 33Q: 3 clusters Score -1043730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1043731.750000 Penalty: 4363.359375
	Iteration 34Q: 3 clusters Score -1043732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1043733.375000 Penalty: 4363.359375
	Iteration 35Q: 3 clusters Score -1043733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1043732.750000 Penalty: 4363.359375
	Iteration 36Q: 3 clusters Score -1043733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1043736.687500 Penalty: 4363.359375
	Iteration 37Q: 3 clusters Score -1043737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1043737.500000 Penalty: 4363.359375
	Iteration 38Q: 3 clusters Score -1043738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1043738.375000 Penalty: 4363.359375
	Iteration 39F: 3 clusters Score -1043738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1043740.312500 Penalty: 4363.359375
	Iteration 40F: 3 clusters Score -1043740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -84980.140625 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -84980.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83421.976562 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -83421.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83670.570312 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -83670.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83901.484375 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -83901.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84126.187500 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -84126.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84429.742188 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -84429.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -84542.421875 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -84542.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -84680.773438 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -84680.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -84829.179688 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -84829.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -84914.226562 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -84914.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -84967.914062 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -84967.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -84986.773438 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -84986.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -84986.773438 Penalty: 3183.509033
	Iteration 11F: 3 clusters Score -84986.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 22375 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 33988 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 107016 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 2674 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 20 contains 368 members 
Mstep: Class 21 contains 12605 members 
Mstep: Class 22 contains 6615 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 8654 members 
Mstep: Class 25 contains 1922 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 2529 members 
Mstep: Class 28 contains 103885 members 
Mstep: Class 29 contains 136300 members 
Mstep: Class 30 contains 15756 members 
Mstep: Class 31 contains 184 members 
Mstep: Class 32 contains 1407 members 
Mstep: Class 33 contains 13796 members 
Mstep: Class 34 contains 15163 members 
Mstep: Class 35 contains 824 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 8565 members 
Mstep: Class 39 contains 155 members 
Mstep: Class 40 contains 182 members 
Entering Unmasked Estep 
Score: -86728288.000000 Penalty: 131381.765625
Splitting cluster 23 changes total score from -86729976.000000 to -86728288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (8654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Entering Unmasked Estep 
Score: -1301197.250000 Penalty: 2248.312744
	Iteration 0F: 2 clusters Score -1301197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1294403.250000 Penalty: 4496.625488
	Iteration 0F: 3 clusters Score -1294403 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1296250.875000 Penalty: 4496.625488
	Iteration 1F: 3 clusters Score -1296251 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1296499.375000 Penalty: 4496.625488
	Iteration 2F: 3 clusters Score -1296499 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1296670.250000 Penalty: 4496.625488
	Iteration 3Q: 3 clusters Score -1296670 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1296787.500000 Penalty: 4496.625488
	Iteration 4Q: 3 clusters Score -1296788 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1296885.875000 Penalty: 4496.625488
	Iteration 5Q: 3 clusters Score -1296886 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1296967.750000 Penalty: 4496.625488
	Iteration 6Q: 3 clusters Score -1296968 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1297038.750000 Penalty: 4496.625488
	Iteration 7Q: 3 clusters Score -1297039 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1297119.500000 Penalty: 4496.625488
	Iteration 8Q: 3 clusters Score -1297120 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1297207.875000 Penalty: 4496.625488
	Iteration 9Q: 3 clusters Score -1297208 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1297320.750000 Penalty: 4496.625488
	Iteration 10Q: 3 clusters Score -1297321 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1297430.375000 Penalty: 4496.625488
	Iteration 11Q: 3 clusters Score -1297430 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1297562.250000 Penalty: 4496.625488
	Iteration 12Q: 3 clusters Score -1297562 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1297710.250000 Penalty: 4496.625488
	Iteration 13Q: 3 clusters Score -1297710 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1297879.875000 Penalty: 4496.625488
	Iteration 14Q: 3 clusters Score -1297880 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1298055.625000 Penalty: 4496.625488
	Iteration 15Q: 3 clusters Score -1298056 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1298245.375000 Penalty: 4496.625488
	Iteration 16Q: 3 clusters Score -1298245 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1298444.125000 Penalty: 4496.625488
	Iteration 17Q: 3 clusters Score -1298444 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1298676.625000 Penalty: 4496.625488
	Iteration 18Q: 3 clusters Score -1298677 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1298877.000000 Penalty: 4496.625488
	Iteration 19Q: 3 clusters Score -1298877 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1299037.875000 Penalty: 4496.625488
	Iteration 20F: 3 clusters Score -1299038 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1299161.625000 Penalty: 4496.625488
	Iteration 21Q: 3 clusters Score -1299162 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1299243.875000 Penalty: 4496.625488
	Iteration 22Q: 3 clusters Score -1299244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1299295.250000 Penalty: 4496.625488
	Iteration 23Q: 3 clusters Score -1299295 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1299342.125000 Penalty: 4496.625488
	Iteration 24Q: 3 clusters Score -1299342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1299388.250000 Penalty: 4496.625488
	Iteration 25Q: 3 clusters Score -1299388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1299414.000000 Penalty: 4496.625488
	Iteration 26Q: 3 clusters Score -1299414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1299430.500000 Penalty: 4496.625488
	Iteration 27Q: 3 clusters Score -1299430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1299437.375000 Penalty: 4496.625488
	Iteration 28Q: 3 clusters Score -1299437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1299445.500000 Penalty: 4496.625488
	Iteration 29Q: 3 clusters Score -1299446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1299453.375000 Penalty: 4496.625488
	Iteration 30Q: 3 clusters Score -1299453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1299457.625000 Penalty: 4496.625488
	Iteration 31Q: 3 clusters Score -1299458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1299461.125000 Penalty: 4496.625488
	Iteration 32Q: 3 clusters Score -1299461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1299465.375000 Penalty: 4496.625488
	Iteration 33Q: 3 clusters Score -1299465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1299466.750000 Penalty: 4496.625488
	Iteration 34Q: 3 clusters Score -1299467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1299467.000000 Penalty: 4496.625488
	Iteration 35Q: 3 clusters Score -1299467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1299472.875000 Penalty: 4496.625488
	Iteration 36Q: 3 clusters Score -1299473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1299473.750000 Penalty: 4496.625488
	Iteration 37Q: 3 clusters Score -1299474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1299471.750000 Penalty: 4496.625488
	Iteration 38Q: 3 clusters Score -1299472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1299475.625000 Penalty: 4496.625488
	Iteration 39Q: 3 clusters Score -1299476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1299479.750000 Penalty: 4496.625488
	Iteration 40F: 3 clusters Score -1299480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1299481.125000 Penalty: 4496.625488
	Iteration 41Q: 3 clusters Score -1299481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1299485.375000 Penalty: 4496.625488
	Iteration 42Q: 3 clusters Score -1299485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1299487.625000 Penalty: 4496.625488
	Iteration 43Q: 3 clusters Score -1299488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1299493.375000 Penalty: 4496.625488
	Iteration 44Q: 3 clusters Score -1299493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1299495.250000 Penalty: 4496.625488
	Iteration 45Q: 3 clusters Score -1299495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1299497.125000 Penalty: 4496.625488
	Iteration 46Q: 3 clusters Score -1299497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1299496.750000 Penalty: 4496.625488
	Iteration 47Q: 3 clusters Score -1299497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1299496.750000 Penalty: 4496.625488
	Iteration 48F: 3 clusters Score -1299497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -304085.750000 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -304085.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -301474.781250 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -301474.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -301911.187500 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -301911.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -302040.250000 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -302040.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -302108.468750 Penalty: 3750.316162
	Iteration 3Q: 3 clusters Score -302108.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -302139.687500 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -302139.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -302160.281250 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -302160.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -302181.500000 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -302181.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -302195.187500 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -302195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -302202.687500 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -302202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -302206.500000 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -302206.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -302208.687500 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -302208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -302210.062500 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -302210.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -302212.156250 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -302212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -302212.968750 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -302213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -302212.968750 Penalty: 3750.316162
	Iteration 14F: 3 clusters Score -302213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -276107.125000 Penalty: 1866.091187
	Iteration 0F: 2 clusters Score -276107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -273576.718750 Penalty: 3732.182373
	Iteration 0F: 3 clusters Score -273576.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -274062.281250 Penalty: 3732.182373
	Iteration 1F: 3 clusters Score -274062.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -274221.812500 Penalty: 3732.182373
	Iteration 2F: 3 clusters Score -274221.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -274368.406250 Penalty: 3732.182373
	Iteration 3F: 3 clusters Score -274368.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -274493.968750 Penalty: 3732.182373
	Iteration 4F: 3 clusters Score -274494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -274587.968750 Penalty: 3732.182373
	Iteration 5Q: 3 clusters Score -274588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -274692.125000 Penalty: 3732.182373
	Iteration 6Q: 3 clusters Score -274692.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274795.187500 Penalty: 3732.182373
	Iteration 7Q: 3 clusters Score -274795.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -274890.218750 Penalty: 3732.182373
	Iteration 8Q: 3 clusters Score -274890.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -274939.500000 Penalty: 3732.182373
	Iteration 9Q: 3 clusters Score -274939.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -274970.437500 Penalty: 3732.182373
	Iteration 10Q: 3 clusters Score -274970.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -274991.343750 Penalty: 3732.182373
	Iteration 11Q: 3 clusters Score -274991.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -275001.343750 Penalty: 3732.182373
	Iteration 12Q: 3 clusters Score -275001.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -275015.312500 Penalty: 3732.182373
	Iteration 13Q: 3 clusters Score -275015.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -275025.906250 Penalty: 3732.182373
	Iteration 14Q: 3 clusters Score -275025.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -275036.718750 Penalty: 3732.182373
	Iteration 15Q: 3 clusters Score -275036.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -275040.218750 Penalty: 3732.182373
	Iteration 16Q: 3 clusters Score -275040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -275042.750000 Penalty: 3732.182373
	Iteration 17Q: 3 clusters Score -275042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -275046.562500 Penalty: 3732.182373
	Iteration 18Q: 3 clusters Score -275046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -275052.312500 Penalty: 3732.182373
	Iteration 19Q: 3 clusters Score -275052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -275058.968750 Penalty: 3732.182373
	Iteration 20F: 3 clusters Score -275059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -275064.281250 Penalty: 3732.182373
	Iteration 21Q: 3 clusters Score -275064.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275071.562500 Penalty: 3732.182373
	Iteration 22Q: 3 clusters Score -275071.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -275076.687500 Penalty: 3732.182373
	Iteration 23Q: 3 clusters Score -275076.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -275080.187500 Penalty: 3732.182373
	Iteration 24Q: 3 clusters Score -275080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -275083.656250 Penalty: 3732.182373
	Iteration 25Q: 3 clusters Score -275083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -275087.312500 Penalty: 3732.182373
	Iteration 26Q: 3 clusters Score -275087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275089.250000 Penalty: 3732.182373
	Iteration 27Q: 3 clusters Score -275089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -275090.531250 Penalty: 3732.182373
	Iteration 28Q: 3 clusters Score -275090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -275091.531250 Penalty: 3732.182373
	Iteration 29Q: 3 clusters Score -275091.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275092.218750 Penalty: 3732.182373
	Iteration 30Q: 3 clusters Score -275092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -275093.187500 Penalty: 3732.182373
	Iteration 31Q: 3 clusters Score -275093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -275093.187500 Penalty: 3732.182373
	Iteration 32F: 3 clusters Score -275093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -399237.656250 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -399237.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -396237.906250 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -396237.9 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -396809.531250 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -396809.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -396961.062500 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -396961.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -397048.968750 Penalty: 3886.447266
	Iteration 3Q: 3 clusters Score -397049 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -397097.562500 Penalty: 3886.447266
	Iteration 4Q: 3 clusters Score -397097.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -397128.093750 Penalty: 3886.447266
	Iteration 5Q: 3 clusters Score -397128.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -397158.562500 Penalty: 3886.447266
	Iteration 6Q: 3 clusters Score -397158.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -397187.625000 Penalty: 3886.447266
	Iteration 7Q: 3 clusters Score -397187.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -397209.468750 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -397209.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -397228.250000 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -397228.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -397248.406250 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -397248.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -397260.250000 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -397260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -397265.125000 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -397265.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -397269.437500 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -397269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -397272.312500 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -397272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -397273.750000 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -397273.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -397274.031250 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -397274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -397275.750000 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -397275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -397279.156250 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -397279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -397280.000000 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -397280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -397281.812500 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -397281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (103885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Entering Unmasked Estep 
Score: -16402059.000000 Penalty: 2864.657959
	Iteration 0F: 2 clusters Score -1.640206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -16334542.000000 Penalty: 5729.315918
	Iteration 0F: 3 clusters Score -1.633454e+07 nChanged 49068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -16362737.000000 Penalty: 5729.315918
	Iteration 1F: 3 clusters Score -1.636274e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -16363525.000000 Penalty: 5729.315918
	Iteration 2Q: 3 clusters Score -1.636352e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -16364154.000000 Penalty: 5729.315918
	Iteration 3Q: 3 clusters Score -1.636415e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -16365016.000000 Penalty: 5729.315918
	Iteration 4Q: 3 clusters Score -1.636502e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -16366282.000000 Penalty: 5729.315918
	Iteration 5Q: 3 clusters Score -1.636628e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -16368041.000000 Penalty: 5729.315918
	Iteration 6Q: 3 clusters Score -1.636804e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -16370584.000000 Penalty: 5729.315918
	Iteration 7Q: 3 clusters Score -1.637058e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -16374209.000000 Penalty: 5729.315918
	Iteration 8F: 3 clusters Score -1.637421e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75645 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -16379213.000000 Penalty: 5729.315918
	Iteration 9F: 3 clusters Score -1.637921e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -16384612.000000 Penalty: 5729.315918
	Iteration 10F: 3 clusters Score -1.638461e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87790 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -16389506.000000 Penalty: 5729.315918
	Iteration 11F: 3 clusters Score -1.638951e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -16393327.000000 Penalty: 5729.315918
	Iteration 12Q: 3 clusters Score -1.639333e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95697 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -16395779.000000 Penalty: 5729.315918
	Iteration 13Q: 3 clusters Score -1.639578e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -16397189.000000 Penalty: 5729.315918
	Iteration 14Q: 3 clusters Score -1.639719e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -16398124.000000 Penalty: 5729.315918
	Iteration 15Q: 3 clusters Score -1.639812e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -16398780.000000 Penalty: 5729.315918
	Iteration 16Q: 3 clusters Score -1.639878e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101481 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -16399121.000000 Penalty: 5729.315918
	Iteration 17Q: 3 clusters Score -1.639912e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -16399318.000000 Penalty: 5729.315918
	Iteration 18Q: 3 clusters Score -1.639932e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -16399454.000000 Penalty: 5729.315918
	Iteration 19Q: 3 clusters Score -1.639945e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16399519.000000 Penalty: 5729.315918
	Iteration 20F: 3 clusters Score -1.639952e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -16399605.000000 Penalty: 5729.315918
	Iteration 21Q: 3 clusters Score -1.63996e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102714 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -16399683.000000 Penalty: 5729.315918
	Iteration 22Q: 3 clusters Score -1.639968e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -16399746.000000 Penalty: 5729.315918
	Iteration 23Q: 3 clusters Score -1.639975e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16399761.000000 Penalty: 5729.315918
	Iteration 24Q: 3 clusters Score -1.639976e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102891 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -16399771.000000 Penalty: 5729.315918
	Iteration 25Q: 3 clusters Score -1.639977e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102918 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16399824.000000 Penalty: 5729.315918
	Iteration 26Q: 3 clusters Score -1.639982e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -16399835.000000 Penalty: 5729.315918
	Iteration 27Q: 3 clusters Score -1.639984e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -16399849.000000 Penalty: 5729.315918
	Iteration 28Q: 3 clusters Score -1.639985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16399864.000000 Penalty: 5729.315918
	Iteration 29Q: 3 clusters Score -1.639986e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103003 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16399876.000000 Penalty: 5729.315918
	Iteration 30Q: 3 clusters Score -1.639988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103003 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -16399888.000000 Penalty: 5729.315918
	Iteration 31Q: 3 clusters Score -1.639989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -16399879.000000 Penalty: 5729.315918
	Iteration 32Q: 3 clusters Score -1.639988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103009 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16399893.000000 Penalty: 5729.315918
	Iteration 33Q: 3 clusters Score -1.639989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16399898.000000 Penalty: 5729.315918
	Iteration 34Q: 3 clusters Score -1.63999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16399897.000000 Penalty: 5729.315918
	Iteration 35Q: 3 clusters Score -1.63999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16399888.000000 Penalty: 5729.315918
	Iteration 36Q: 3 clusters Score -1.639989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -16399901.000000 Penalty: 5729.315918
	Iteration 37Q: 3 clusters Score -1.63999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -16399906.000000 Penalty: 5729.315918
	Iteration 38Q: 3 clusters Score -1.639991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103022 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16399898.000000 Penalty: 5729.315918
	Iteration 39Q: 3 clusters Score -1.63999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -16399901.000000 Penalty: 5729.315918
	Iteration 40F: 3 clusters Score -1.63999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16399898.000000 Penalty: 5729.315918
	Iteration 41Q: 3 clusters Score -1.63999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16399898.000000 Penalty: 5729.315918
	Iteration 42F: 3 clusters Score -1.63999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (136300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136300 members 
Entering Unmasked Estep 
Score: -21406654.000000 Penalty: 2932.008301
	Iteration 0F: 2 clusters Score -2.140665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -21320752.000000 Penalty: 5864.016602
	Iteration 0F: 3 clusters Score -2.132075e+07 nChanged 64739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -21357476.000000 Penalty: 5864.016602
	Iteration 1F: 3 clusters Score -2.135748e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -21358190.000000 Penalty: 5864.016602
	Iteration 2Q: 3 clusters Score -2.135819e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -21358954.000000 Penalty: 5864.016602
	Iteration 3Q: 3 clusters Score -2.135895e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -21359832.000000 Penalty: 5864.016602
	Iteration 4Q: 3 clusters Score -2.135983e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -21361270.000000 Penalty: 5864.016602
	Iteration 5Q: 3 clusters Score -2.136127e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -21364044.000000 Penalty: 5864.016602
	Iteration 6Q: 3 clusters Score -2.136404e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -21368864.000000 Penalty: 5864.016602
	Iteration 7F: 3 clusters Score -2.136886e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -21377314.000000 Penalty: 5864.016602
	Iteration 8F: 3 clusters Score -2.137731e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116495 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -21387618.000000 Penalty: 5864.016602
	Iteration 9F: 3 clusters Score -2.138762e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -21396278.000000 Penalty: 5864.016602
	Iteration 10F: 3 clusters Score -2.139628e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -21400528.000000 Penalty: 5864.016602
	Iteration 11Q: 3 clusters Score -2.140053e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134711 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -21402610.000000 Penalty: 5864.016602
	Iteration 12Q: 3 clusters Score -2.140261e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135441 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -21403368.000000 Penalty: 5864.016602
	Iteration 13Q: 3 clusters Score -2.140337e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135667 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21403716.000000 Penalty: 5864.016602
	Iteration 14Q: 3 clusters Score -2.140372e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135734 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21403810.000000 Penalty: 5864.016602
	Iteration 15Q: 3 clusters Score -2.140381e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135774 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -21403890.000000 Penalty: 5864.016602
	Iteration 16Q: 3 clusters Score -2.140389e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135798 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -21403932.000000 Penalty: 5864.016602
	Iteration 17Q: 3 clusters Score -2.140393e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135802 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -21403958.000000 Penalty: 5864.016602
	Iteration 18Q: 3 clusters Score -2.140396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135812 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -21403958.000000 Penalty: 5864.016602
	Iteration 19Q: 3 clusters Score -2.140396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -21403960.000000 Penalty: 5864.016602
	Iteration 20F: 3 clusters Score -2.140396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135819 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -21403982.000000 Penalty: 5864.016602
	Iteration 21Q: 3 clusters Score -2.140398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135821 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -21403978.000000 Penalty: 5864.016602
	Iteration 22Q: 3 clusters Score -2.140398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135823 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -21403972.000000 Penalty: 5864.016602
	Iteration 23Q: 3 clusters Score -2.140397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -21403978.000000 Penalty: 5864.016602
	Iteration 24Q: 3 clusters Score -2.140398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21403972.000000 Penalty: 5864.016602
	Iteration 25Q: 3 clusters Score -2.140397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -21403978.000000 Penalty: 5864.016602
	Iteration 26Q: 3 clusters Score -2.140398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135827 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -21403996.000000 Penalty: 5864.016602
	Iteration 27Q: 3 clusters Score -2.1404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135825 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -21403996.000000 Penalty: 5864.016602
	Iteration 28Q: 3 clusters Score -2.1404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135824 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21404006.000000 Penalty: 5864.016602
	Iteration 29Q: 3 clusters Score -2.140401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135826 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -21404006.000000 Penalty: 5864.016602
	Iteration 30Q: 3 clusters Score -2.140401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135827 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -21404002.000000 Penalty: 5864.016602
	Iteration 31Q: 3 clusters Score -2.1404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -21404008.000000 Penalty: 5864.016602
	Iteration 32Q: 3 clusters Score -2.140401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135829 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21404014.000000 Penalty: 5864.016602
	Iteration 33Q: 3 clusters Score -2.140401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135829 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21404014.000000 Penalty: 5864.016602
	Iteration 34F: 3 clusters Score -2.140401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Entering Unmasked Estep 
Score: -2496434.500000 Penalty: 2396.914062
	Iteration 0F: 2 clusters Score -2496434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2485064.500000 Penalty: 4793.828125
	Iteration 0F: 3 clusters Score -2485064 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2488710.750000 Penalty: 4793.828125
	Iteration 1F: 3 clusters Score -2488711 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2489041.000000 Penalty: 4793.828125
	Iteration 2F: 3 clusters Score -2489041 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2489347.000000 Penalty: 4793.828125
	Iteration 3Q: 3 clusters Score -2489347 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2489657.500000 Penalty: 4793.828125
	Iteration 4Q: 3 clusters Score -2489658 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2490040.500000 Penalty: 4793.828125
	Iteration 5Q: 3 clusters Score -2490040 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2490495.250000 Penalty: 4793.828125
	Iteration 6Q: 3 clusters Score -2490495 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2491029.250000 Penalty: 4793.828125
	Iteration 7F: 3 clusters Score -2491029 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2491676.000000 Penalty: 4793.828125
	Iteration 8F: 3 clusters Score -2491676 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2492416.000000 Penalty: 4793.828125
	Iteration 9F: 3 clusters Score -2492416 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2493044.500000 Penalty: 4793.828125
	Iteration 10F: 3 clusters Score -2493044 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2493588.000000 Penalty: 4793.828125
	Iteration 11Q: 3 clusters Score -2493588 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2494026.000000 Penalty: 4793.828125
	Iteration 12Q: 3 clusters Score -2494026 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2494286.250000 Penalty: 4793.828125
	Iteration 13Q: 3 clusters Score -2494286 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2494432.750000 Penalty: 4793.828125
	Iteration 14Q: 3 clusters Score -2494433 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2494500.250000 Penalty: 4793.828125
	Iteration 15Q: 3 clusters Score -2494500 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2494547.750000 Penalty: 4793.828125
	Iteration 16Q: 3 clusters Score -2494548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2494563.250000 Penalty: 4793.828125
	Iteration 17Q: 3 clusters Score -2494563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2494584.000000 Penalty: 4793.828125
	Iteration 18Q: 3 clusters Score -2494584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2494604.000000 Penalty: 4793.828125
	Iteration 19Q: 3 clusters Score -2494604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2494619.000000 Penalty: 4793.828125
	Iteration 20F: 3 clusters Score -2494619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2494616.250000 Penalty: 4793.828125
	Iteration 21Q: 3 clusters Score -2494616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2494622.250000 Penalty: 4793.828125
	Iteration 22Q: 3 clusters Score -2494622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2494625.750000 Penalty: 4793.828125
	Iteration 23Q: 3 clusters Score -2494626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2494635.000000 Penalty: 4793.828125
	Iteration 24Q: 3 clusters Score -2494635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2494640.500000 Penalty: 4793.828125
	Iteration 25Q: 3 clusters Score -2494640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2494646.500000 Penalty: 4793.828125
	Iteration 26Q: 3 clusters Score -2494646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2494653.000000 Penalty: 4793.828125
	Iteration 27Q: 3 clusters Score -2494653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2494654.250000 Penalty: 4793.828125
	Iteration 28Q: 3 clusters Score -2494654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2494667.250000 Penalty: 4793.828125
	Iteration 29Q: 3 clusters Score -2494667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2494665.750000 Penalty: 4793.828125
	Iteration 30Q: 3 clusters Score -2494666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2494671.250000 Penalty: 4793.828125
	Iteration 31Q: 3 clusters Score -2494671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2494672.250000 Penalty: 4793.828125
	Iteration 32Q: 3 clusters Score -2494672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2494670.750000 Penalty: 4793.828125
	Iteration 33Q: 3 clusters Score -2494671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2494675.000000 Penalty: 4793.828125
	Iteration 34Q: 3 clusters Score -2494675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2494680.250000 Penalty: 4793.828125
	Iteration 35Q: 3 clusters Score -2494680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2494681.250000 Penalty: 4793.828125
	Iteration 36Q: 3 clusters Score -2494681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2494686.250000 Penalty: 4793.828125
	Iteration 37Q: 3 clusters Score -2494686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2494683.750000 Penalty: 4793.828125
	Iteration 38Q: 3 clusters Score -2494684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2494686.250000 Penalty: 4793.828125
	Iteration 39Q: 3 clusters Score -2494686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2494686.000000 Penalty: 4793.828125
	Iteration 40F: 3 clusters Score -2494686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2494685.500000 Penalty: 4793.828125
	Iteration 41Q: 3 clusters Score -2494686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2494685.500000 Penalty: 4793.828125
	Iteration 42F: 3 clusters Score -2494686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -13574.948242 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -13574.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12861.107422 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -12861.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13152.881836 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -13152.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13231.233398 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -13231.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13232.133789 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -13232.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13232.133789 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -13232.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -211457.562500 Penalty: 1797.805298
	Iteration 0F: 2 clusters Score -211457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -209237.718750 Penalty: 3595.610596
	Iteration 0F: 3 clusters Score -209237.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -209562.531250 Penalty: 3595.610596
	Iteration 1F: 3 clusters Score -209562.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -209650.750000 Penalty: 3595.610596
	Iteration 2F: 3 clusters Score -209650.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -209700.000000 Penalty: 3595.610596
	Iteration 3Q: 3 clusters Score -209700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -209726.453125 Penalty: 3595.610596
	Iteration 4Q: 3 clusters Score -209726.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -209744.375000 Penalty: 3595.610596
	Iteration 5Q: 3 clusters Score -209744.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -209758.765625 Penalty: 3595.610596
	Iteration 6Q: 3 clusters Score -209758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -209770.515625 Penalty: 3595.610596
	Iteration 7Q: 3 clusters Score -209770.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -209782.265625 Penalty: 3595.610596
	Iteration 8Q: 3 clusters Score -209782.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -209788.265625 Penalty: 3595.610596
	Iteration 9Q: 3 clusters Score -209788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -209793.968750 Penalty: 3595.610596
	Iteration 10Q: 3 clusters Score -209794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -209800.484375 Penalty: 3595.610596
	Iteration 11Q: 3 clusters Score -209800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -209802.843750 Penalty: 3595.610596
	Iteration 12Q: 3 clusters Score -209802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -209804.859375 Penalty: 3595.610596
	Iteration 13Q: 3 clusters Score -209804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -209805.656250 Penalty: 3595.610596
	Iteration 14Q: 3 clusters Score -209805.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -209805.656250 Penalty: 3595.610596
	Iteration 15F: 3 clusters Score -209805.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Entering Unmasked Estep 
Score: -2167117.500000 Penalty: 2363.969238
	Iteration 0F: 2 clusters Score -2167118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2156973.250000 Penalty: 4727.938477
	Iteration 0F: 3 clusters Score -2156973 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2160162.000000 Penalty: 4727.938477
	Iteration 1F: 3 clusters Score -2160162 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2160625.500000 Penalty: 4727.938477
	Iteration 2F: 3 clusters Score -2160626 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2161069.000000 Penalty: 4727.938477
	Iteration 3F: 3 clusters Score -2161069 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2161710.000000 Penalty: 4727.938477
	Iteration 4F: 3 clusters Score -2161710 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2162656.500000 Penalty: 4727.938477
	Iteration 5F: 3 clusters Score -2162656 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2163497.000000 Penalty: 4727.938477
	Iteration 6F: 3 clusters Score -2163497 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2164106.750000 Penalty: 4727.938477
	Iteration 7F: 3 clusters Score -2164107 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2164658.750000 Penalty: 4727.938477
	Iteration 8F: 3 clusters Score -2164659 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2165120.750000 Penalty: 4727.938477
	Iteration 9Q: 3 clusters Score -2165121 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2165567.500000 Penalty: 4727.938477
	Iteration 10Q: 3 clusters Score -2165568 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2165892.250000 Penalty: 4727.938477
	Iteration 11Q: 3 clusters Score -2165892 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2166106.500000 Penalty: 4727.938477
	Iteration 12Q: 3 clusters Score -2166106 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2166244.250000 Penalty: 4727.938477
	Iteration 13Q: 3 clusters Score -2166244 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2166347.250000 Penalty: 4727.938477
	Iteration 14Q: 3 clusters Score -2166347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2166437.250000 Penalty: 4727.938477
	Iteration 15Q: 3 clusters Score -2166437 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2166492.750000 Penalty: 4727.938477
	Iteration 16Q: 3 clusters Score -2166493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2166519.000000 Penalty: 4727.938477
	Iteration 17Q: 3 clusters Score -2166519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2166541.250000 Penalty: 4727.938477
	Iteration 18Q: 3 clusters Score -2166541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2166553.500000 Penalty: 4727.938477
	Iteration 19Q: 3 clusters Score -2166554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2166559.000000 Penalty: 4727.938477
	Iteration 20F: 3 clusters Score -2166559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2166564.000000 Penalty: 4727.938477
	Iteration 21Q: 3 clusters Score -2166564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2166563.250000 Penalty: 4727.938477
	Iteration 22Q: 3 clusters Score -2166563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2166562.000000 Penalty: 4727.938477
	Iteration 23Q: 3 clusters Score -2166562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2166565.500000 Penalty: 4727.938477
	Iteration 24Q: 3 clusters Score -2166566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2166565.500000 Penalty: 4727.938477
	Iteration 25F: 3 clusters Score -2166566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Entering Unmasked Estep 
Score: -2382167.250000 Penalty: 2387.400146
	Iteration 0F: 2 clusters Score -2382167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2371202.500000 Penalty: 4774.800293
	Iteration 0F: 3 clusters Score -2371202 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2374480.000000 Penalty: 4774.800293
	Iteration 1F: 3 clusters Score -2374480 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2374798.750000 Penalty: 4774.800293
	Iteration 2F: 3 clusters Score -2374799 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2375048.500000 Penalty: 4774.800293
	Iteration 3Q: 3 clusters Score -2375048 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2375270.000000 Penalty: 4774.800293
	Iteration 4Q: 3 clusters Score -2375270 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2375456.750000 Penalty: 4774.800293
	Iteration 5Q: 3 clusters Score -2375457 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2375665.250000 Penalty: 4774.800293
	Iteration 6Q: 3 clusters Score -2375665 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2375890.750000 Penalty: 4774.800293
	Iteration 7Q: 3 clusters Score -2375891 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2376153.500000 Penalty: 4774.800293
	Iteration 8Q: 3 clusters Score -2376154 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2376558.750000 Penalty: 4774.800293
	Iteration 9Q: 3 clusters Score -2376559 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2377114.250000 Penalty: 4774.800293
	Iteration 10F: 3 clusters Score -2377114 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2377769.250000 Penalty: 4774.800293
	Iteration 11F: 3 clusters Score -2377769 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2378443.500000 Penalty: 4774.800293
	Iteration 12F: 3 clusters Score -2378444 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2378999.750000 Penalty: 4774.800293
	Iteration 13Q: 3 clusters Score -2379000 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2379427.250000 Penalty: 4774.800293
	Iteration 14Q: 3 clusters Score -2379427 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2379703.000000 Penalty: 4774.800293
	Iteration 15Q: 3 clusters Score -2379703 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2379932.750000 Penalty: 4774.800293
	Iteration 16Q: 3 clusters Score -2379933 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2380151.750000 Penalty: 4774.800293
	Iteration 17Q: 3 clusters Score -2380152 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2380272.000000 Penalty: 4774.800293
	Iteration 18Q: 3 clusters Score -2380272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2380337.500000 Penalty: 4774.800293
	Iteration 19Q: 3 clusters Score -2380338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2380381.500000 Penalty: 4774.800293
	Iteration 20F: 3 clusters Score -2380382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2380399.000000 Penalty: 4774.800293
	Iteration 21Q: 3 clusters Score -2380399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2380423.000000 Penalty: 4774.800293
	Iteration 22Q: 3 clusters Score -2380423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2380440.750000 Penalty: 4774.800293
	Iteration 23Q: 3 clusters Score -2380441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2380459.250000 Penalty: 4774.800293
	Iteration 24Q: 3 clusters Score -2380459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2380476.000000 Penalty: 4774.800293
	Iteration 25Q: 3 clusters Score -2380476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2380489.250000 Penalty: 4774.800293
	Iteration 26Q: 3 clusters Score -2380489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2380491.750000 Penalty: 4774.800293
	Iteration 27Q: 3 clusters Score -2380492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2380500.000000 Penalty: 4774.800293
	Iteration 28Q: 3 clusters Score -2380500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2380503.000000 Penalty: 4774.800293
	Iteration 29Q: 3 clusters Score -2380503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2380505.000000 Penalty: 4774.800293
	Iteration 30Q: 3 clusters Score -2380505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2380511.000000 Penalty: 4774.800293
	Iteration 31Q: 3 clusters Score -2380511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2380508.750000 Penalty: 4774.800293
	Iteration 32Q: 3 clusters Score -2380509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2380508.750000 Penalty: 4774.800293
	Iteration 33F: 3 clusters Score -2380509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -114612.875000 Penalty: 1665.114258
	Iteration 0F: 2 clusters Score -114612.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112855.257812 Penalty: 3330.228516
	Iteration 0F: 3 clusters Score -112855.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113182.640625 Penalty: 3330.228516
	Iteration 1F: 3 clusters Score -113182.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113381.218750 Penalty: 3330.228516
	Iteration 2F: 3 clusters Score -113381.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -113542.929688 Penalty: 3330.228516
	Iteration 3F: 3 clusters Score -113542.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113749.687500 Penalty: 3330.228516
	Iteration 4F: 3 clusters Score -113749.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -113908.492188 Penalty: 3330.228516
	Iteration 5F: 3 clusters Score -113908.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -114119.351562 Penalty: 3330.228516
	Iteration 6Q: 3 clusters Score -114119.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -114381.148438 Penalty: 3330.228516
	Iteration 7Q: 3 clusters Score -114381.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -114495.070312 Penalty: 3330.228516
	Iteration 8Q: 3 clusters Score -114495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -114502.187500 Penalty: 3330.228516
	Iteration 9Q: 3 clusters Score -114502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -114510.515625 Penalty: 3330.228516
	Iteration 10Q: 3 clusters Score -114510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -114513.257812 Penalty: 3330.228516
	Iteration 11Q: 3 clusters Score -114513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -114513.257812 Penalty: 3330.228516
	Iteration 12F: 3 clusters Score -114513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -52265.230469 Penalty: 1471.196777
	Iteration 0F: 2 clusters Score -52265.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50992.980469 Penalty: 2942.393555
	Iteration 0F: 3 clusters Score -50992.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51178.863281 Penalty: 2942.393555
	Iteration 1F: 3 clusters Score -51178.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51294.867188 Penalty: 2942.393555
	Iteration 2Q: 3 clusters Score -51294.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51375.066406 Penalty: 2942.393555
	Iteration 3F: 3 clusters Score -51375.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51549.300781 Penalty: 2942.393555
	Iteration 4Q: 3 clusters Score -51549.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51812.972656 Penalty: 2942.393555
	Iteration 5F: 3 clusters Score -51812.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -51923.265625 Penalty: 2942.393555
	Iteration 6F: 3 clusters Score -51923.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -51972.425781 Penalty: 2942.393555
	Iteration 7Q: 3 clusters Score -51972.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -52032.167969 Penalty: 2942.393555
	Iteration 8Q: 3 clusters Score -52032.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -52043.753906 Penalty: 2942.393555
	Iteration 9Q: 3 clusters Score -52043.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -52045.925781 Penalty: 2942.393555
	Iteration 10Q: 3 clusters Score -52045.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -52052.785156 Penalty: 2942.393555
	Iteration 11Q: 3 clusters Score -52052.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -52067.593750 Penalty: 2942.393555
	Iteration 12Q: 3 clusters Score -52067.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -52067.593750 Penalty: 2942.393555
	Iteration 13F: 3 clusters Score -52067.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -144344.218750 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -144344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -142396.828125 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -142396.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -142695.562500 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -142695.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -142784.640625 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -142784.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -142846.671875 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -142846.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -142880.187500 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -142880.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -142893.250000 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -142893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142901.171875 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -142901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -142908.046875 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -142908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142909.531250 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -142909.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -142911.500000 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -142911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142913.062500 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -142913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142914.828125 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -142914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -142914.828125 Penalty: 3431.181885
	Iteration 12F: 3 clusters Score -142914.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1330983.125000 Penalty: 2245.748779
	Iteration 0F: 2 clusters Score -1330983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1324230.000000 Penalty: 4491.497559
	Iteration 0F: 3 clusters Score -1324230 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1326138.125000 Penalty: 4491.497559
	Iteration 1F: 3 clusters Score -1326138 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1326434.625000 Penalty: 4491.497559
	Iteration 2F: 3 clusters Score -1326435 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1326701.375000 Penalty: 4491.497559
	Iteration 3F: 3 clusters Score -1326701 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1326961.250000 Penalty: 4491.497559
	Iteration 4Q: 3 clusters Score -1326961 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1327198.125000 Penalty: 4491.497559
	Iteration 5Q: 3 clusters Score -1327198 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1327402.750000 Penalty: 4491.497559
	Iteration 6Q: 3 clusters Score -1327403 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1327596.625000 Penalty: 4491.497559
	Iteration 7Q: 3 clusters Score -1327597 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1327760.125000 Penalty: 4491.497559
	Iteration 8Q: 3 clusters Score -1327760 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1327896.625000 Penalty: 4491.497559
	Iteration 9Q: 3 clusters Score -1327897 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1328004.125000 Penalty: 4491.497559
	Iteration 10Q: 3 clusters Score -1328004 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1328096.125000 Penalty: 4491.497559
	Iteration 11Q: 3 clusters Score -1328096 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1328178.375000 Penalty: 4491.497559
	Iteration 12Q: 3 clusters Score -1328178 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1328254.000000 Penalty: 4491.497559
	Iteration 13Q: 3 clusters Score -1328254 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1328330.500000 Penalty: 4491.497559
	Iteration 14Q: 3 clusters Score -1328330 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1328418.625000 Penalty: 4491.497559
	Iteration 15Q: 3 clusters Score -1328419 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1328484.500000 Penalty: 4491.497559
	Iteration 16Q: 3 clusters Score -1328484 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1328548.875000 Penalty: 4491.497559
	Iteration 17Q: 3 clusters Score -1328549 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1328601.875000 Penalty: 4491.497559
	Iteration 18Q: 3 clusters Score -1328602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1328647.375000 Penalty: 4491.497559
	Iteration 19Q: 3 clusters Score -1328647 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1328680.875000 Penalty: 4491.497559
	Iteration 20F: 3 clusters Score -1328681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1328708.500000 Penalty: 4491.497559
	Iteration 21Q: 3 clusters Score -1328708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1328732.500000 Penalty: 4491.497559
	Iteration 22Q: 3 clusters Score -1328732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1328757.750000 Penalty: 4491.497559
	Iteration 23Q: 3 clusters Score -1328758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1328779.500000 Penalty: 4491.497559
	Iteration 24Q: 3 clusters Score -1328780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1328806.000000 Penalty: 4491.497559
	Iteration 25Q: 3 clusters Score -1328806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1328829.500000 Penalty: 4491.497559
	Iteration 26Q: 3 clusters Score -1328830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1328862.125000 Penalty: 4491.497559
	Iteration 27Q: 3 clusters Score -1328862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1328887.125000 Penalty: 4491.497559
	Iteration 28Q: 3 clusters Score -1328887 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1328921.750000 Penalty: 4491.497559
	Iteration 29Q: 3 clusters Score -1328922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1328955.250000 Penalty: 4491.497559
	Iteration 30Q: 3 clusters Score -1328955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1328980.875000 Penalty: 4491.497559
	Iteration 31Q: 3 clusters Score -1328981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1329007.000000 Penalty: 4491.497559
	Iteration 32Q: 3 clusters Score -1329007 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1329035.625000 Penalty: 4491.497559
	Iteration 33Q: 3 clusters Score -1329036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1329062.250000 Penalty: 4491.497559
	Iteration 34Q: 3 clusters Score -1329062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1329087.750000 Penalty: 4491.497559
	Iteration 35Q: 3 clusters Score -1329088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1329109.000000 Penalty: 4491.497559
	Iteration 36Q: 3 clusters Score -1329109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1329128.500000 Penalty: 4491.497559
	Iteration 37Q: 3 clusters Score -1329128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1329143.250000 Penalty: 4491.497559
	Iteration 38Q: 3 clusters Score -1329143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1329163.125000 Penalty: 4491.497559
	Iteration 39Q: 3 clusters Score -1329163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1329188.250000 Penalty: 4491.497559
	Iteration 40F: 3 clusters Score -1329188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1329213.250000 Penalty: 4491.497559
	Iteration 41Q: 3 clusters Score -1329213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1329238.375000 Penalty: 4491.497559
	Iteration 42Q: 3 clusters Score -1329238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1329262.250000 Penalty: 4491.497559
	Iteration 43Q: 3 clusters Score -1329262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1329283.375000 Penalty: 4491.497559
	Iteration 44Q: 3 clusters Score -1329283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1329295.750000 Penalty: 4491.497559
	Iteration 45Q: 3 clusters Score -1329296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1329314.125000 Penalty: 4491.497559
	Iteration 46Q: 3 clusters Score -1329314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1329330.250000 Penalty: 4491.497559
	Iteration 47Q: 3 clusters Score -1329330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1329347.500000 Penalty: 4491.497559
	Iteration 48Q: 3 clusters Score -1329348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1329365.750000 Penalty: 4491.497559
	Iteration 49Q: 3 clusters Score -1329366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1329373.500000 Penalty: 4491.497559
	Iteration 50Q: 3 clusters Score -1329374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1329380.500000 Penalty: 4491.497559
	Iteration 51Q: 3 clusters Score -1329380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1329386.500000 Penalty: 4491.497559
	Iteration 52Q: 3 clusters Score -1329386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1329394.250000 Penalty: 4491.497559
	Iteration 53Q: 3 clusters Score -1329394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1329393.500000 Penalty: 4491.497559
	Iteration 54Q: 3 clusters Score -1329394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1329397.125000 Penalty: 4491.497559
	Iteration 55Q: 3 clusters Score -1329397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1329401.875000 Penalty: 4491.497559
	Iteration 56Q: 3 clusters Score -1329402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1329402.250000 Penalty: 4491.497559
	Iteration 57Q: 3 clusters Score -1329402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1329405.125000 Penalty: 4491.497559
	Iteration 58Q: 3 clusters Score -1329405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1329407.375000 Penalty: 4491.497559
	Iteration 59Q: 3 clusters Score -1329407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1329407.750000 Penalty: 4491.497559
	Iteration 60F: 3 clusters Score -1329408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -12556.508789 Penalty: 1250.769409
	Iteration 0F: 2 clusters Score -12556.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11910.752930 Penalty: 2501.538818
	Iteration 0F: 3 clusters Score -11910.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12077.383789 Penalty: 2501.538818
	Iteration 1F: 3 clusters Score -12077.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -12123.778320 Penalty: 2501.538818
	Iteration 2Q: 3 clusters Score -12123.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -12283.615234 Penalty: 2501.538818
	Iteration 3Q: 3 clusters Score -12283.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -12308.594727 Penalty: 2501.538818
	Iteration 4Q: 3 clusters Score -12308.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12313.397461 Penalty: 2501.538818
	Iteration 5Q: 3 clusters Score -12313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -12313.397461 Penalty: 2501.538818
	Iteration 6F: 3 clusters Score -12313.4 nChanged 0
--- Evaluating fit on full set of 1694237 points ---
Entering Unmasked Estep 
Score: -261084240.000000 Penalty: 138723.015625
22->40 Clusters: Score -261084240.000000, best is -261176000.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 564745 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 25712 members 
Mstep: Class 3 contains 25507 members 
Mstep: Class 4 contains 25468 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 25789 members 
Mstep: Class 7 contains 25555 members 
Mstep: Class 8 contains 25850 members 
Mstep: Class 9 contains 25611 members 
Mstep: Class 10 contains 26168 members 
Mstep: Class 11 contains 25910 members 
Mstep: Class 12 contains 25660 members 
Mstep: Class 13 contains 25888 members 
Mstep: Class 14 contains 25461 members 
Mstep: Class 15 contains 25721 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 25638 members 
Mstep: Class 18 contains 25476 members 
Mstep: Class 19 contains 25741 members 
Mstep: Class 20 contains 25505 members 
Mstep: Class 21 contains 25570 members 
Mstep: Class 22 contains 25769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1519.013550 but Gain 3284.546875
Score: -79915512.000000 Penalty: 68975.421875
Iteration 0F: 22 clusters Score -7.991551e+07 nChanged 539007
Entering Unmasked Mstep 
Mstep: Class 0 contains 3542 members 
Mstep: Class 1 contains 75426 members 
Mstep: Class 2 contains 28656 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 4 contains 6195 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 13075 members 
Mstep: Class 7 contains 89983 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 72719 members 
Mstep: Class 11 contains 12000 members 
Mstep: Class 12 contains 6400 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 2076 members 
Mstep: Class 15 contains 191426 members 
Mstep: Class 16 contains 18514 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 2063 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85217448.000000 Penalty: 68975.421875
Iteration 1F: 22 clusters Score -8.521745e+07 nChanged 201876
Entering Unmasked Mstep 
Mstep: Class 0 contains 1594 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 13454 members 
Mstep: Class 3 contains 5489 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 3177 members 
Mstep: Class 6 contains 7745 members 
Mstep: Class 7 contains 75794 members 
Mstep: Class 8 contains 3257 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 66823 members 
Mstep: Class 11 contains 14284 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 1566 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 255829 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 20 contains 4644 members 
Mstep: Class 21 contains 5904 members 
Mstep: Class 22 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85924096.000000 Penalty: 68975.421875
Iteration 2F: 22 clusters Score -8.59241e+07 nChanged 131215
Entering Unmasked Mstep 
Mstep: Class 0 contains 655 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 17341 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 5171 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 6291 members 
Mstep: Class 7 contains 65024 members 
Mstep: Class 8 contains 3122 members 
Mstep: Class 9 contains 1834 members 
Mstep: Class 10 contains 68402 members 
Mstep: Class 11 contains 20457 members 
Mstep: Class 12 contains 27381 members 
Mstep: Class 13 contains 2153 members 
Mstep: Class 14 contains 4041 members 
Mstep: Class 15 contains 238594 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 7165 members 
Mstep: Class 20 contains 7719 members 
Mstep: Class 21 contains 7418 members 
Mstep: Class 22 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86204360.000000 Penalty: 68975.421875
Iteration 3F: 22 clusters Score -8.620436e+07 nChanged 92652
Entering Unmasked Mstep 
Mstep: Class 0 contains 507 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 24802 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 5114 members 
Mstep: Class 5 contains 1770 members 
Mstep: Class 6 contains 5847 members 
Mstep: Class 7 contains 59010 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 68857 members 
Mstep: Class 11 contains 27053 members 
Mstep: Class 12 contains 31904 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 217824 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 2722 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 20 contains 8788 members 
Mstep: Class 21 contains 7362 members 
Mstep: Class 22 contains 1571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86352288.000000 Penalty: 68975.421875
Iteration 4F: 22 clusters Score -8.635229e+07 nChanged 71520
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 29899 members 
Mstep: Class 3 contains 3175 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 1702 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 55970 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 2569 members 
Mstep: Class 10 contains 67965 members 
Mstep: Class 11 contains 32886 members 
Mstep: Class 12 contains 31983 members 
Mstep: Class 13 contains 2264 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 200855 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 10703 members 
Mstep: Class 20 contains 8979 members 
Mstep: Class 21 contains 7134 members 
Mstep: Class 22 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2761.017578 but Gain 3284.539062
Score: -86448608.000000 Penalty: 65690.882812
Iteration 5F: 21 clusters Score -8.644861e+07 nChanged 60235
Entering Unmasked Mstep 
Mstep: Class 0 contains 433 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 33911 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 53255 members 
Mstep: Class 8 contains 3764 members 
Mstep: Class 9 contains 3165 members 
Mstep: Class 10 contains 67376 members 
Mstep: Class 11 contains 35812 members 
Mstep: Class 12 contains 30516 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 190091 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 18 contains 11024 members 
Mstep: Class 20 contains 9025 members 
Mstep: Class 21 contains 7173 members 
Mstep: Class 22 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86515656.000000 Penalty: 65690.882812
Iteration 6F: 21 clusters Score -8.651566e+07 nChanged 47408
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 101684 members 
Mstep: Class 2 contains 35365 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 1665 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 51112 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 3412 members 
Mstep: Class 10 contains 68774 members 
Mstep: Class 11 contains 37071 members 
Mstep: Class 12 contains 28719 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 5498 members 
Mstep: Class 15 contains 181948 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 2038 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 20 contains 9041 members 
Mstep: Class 21 contains 6840 members 
Mstep: Class 22 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86554048.000000 Penalty: 65690.882812
Iteration 7F: 21 clusters Score -8.655405e+07 nChanged 38569
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 1 contains 104703 members 
Mstep: Class 2 contains 36119 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 50320 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 3677 members 
Mstep: Class 10 contains 73005 members 
Mstep: Class 11 contains 37657 members 
Mstep: Class 12 contains 27183 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 6107 members 
Mstep: Class 15 contains 174394 members 
Mstep: Class 16 contains 2218 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 11143 members 
Mstep: Class 20 contains 9184 members 
Mstep: Class 21 contains 6507 members 
Mstep: Class 22 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86577128.000000 Penalty: 65690.882812
Iteration 8F: 21 clusters Score -8.657713e+07 nChanged 30904
Entering Unmasked Mstep 
Mstep: Class 0 contains 415 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 36449 members 
Mstep: Class 4 contains 4773 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 50485 members 
Mstep: Class 8 contains 5268 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 79041 members 
Mstep: Class 11 contains 37802 members 
Mstep: Class 12 contains 26051 members 
Mstep: Class 13 contains 2265 members 
Mstep: Class 14 contains 6482 members 
Mstep: Class 15 contains 167623 members 
Mstep: Class 16 contains 2355 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 11135 members 
Mstep: Class 20 contains 9404 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86595496.000000 Penalty: 65690.882812
Iteration 9F: 21 clusters Score -8.65955e+07 nChanged 25308
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 1 contains 102729 members 
Mstep: Class 2 contains 36566 members 
Mstep: Class 4 contains 4729 members 
Mstep: Class 5 contains 1543 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 50601 members 
Mstep: Class 8 contains 5919 members 
Mstep: Class 9 contains 4203 members 
Mstep: Class 10 contains 85727 members 
Mstep: Class 11 contains 37816 members 
Mstep: Class 12 contains 25295 members 
Mstep: Class 13 contains 2256 members 
Mstep: Class 14 contains 6699 members 
Mstep: Class 15 contains 161856 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 1674 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 20 contains 9652 members 
Mstep: Class 21 contains 5545 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86609264.000000 Penalty: 65690.882812
Iteration 10Q: 21 clusters Score -8.660926e+07 nChanged 20796
Entering Unmasked Mstep 
Mstep: Class 0 contains 413 members 
Mstep: Class 1 contains 99973 members 
Mstep: Class 2 contains 36633 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 1515 members 
Mstep: Class 6 contains 6816 members 
Mstep: Class 7 contains 50298 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 4504 members 
Mstep: Class 10 contains 92482 members 
Mstep: Class 11 contains 37804 members 
Mstep: Class 12 contains 24741 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 6847 members 
Mstep: Class 15 contains 157027 members 
Mstep: Class 16 contains 3457 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 11338 members 
Mstep: Class 20 contains 9943 members 
Mstep: Class 21 contains 4926 members 
Mstep: Class 22 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86620160.000000 Penalty: 65690.882812
Iteration 11Q: 21 clusters Score -8.662016e+07 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 36582 members 
Mstep: Class 4 contains 4602 members 
Mstep: Class 5 contains 1482 members 
Mstep: Class 6 contains 6867 members 
Mstep: Class 7 contains 49467 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 4781 members 
Mstep: Class 10 contains 99094 members 
Mstep: Class 11 contains 37880 members 
Mstep: Class 12 contains 24399 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 6972 members 
Mstep: Class 15 contains 153262 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 11333 members 
Mstep: Class 20 contains 10252 members 
Mstep: Class 21 contains 4223 members 
Mstep: Class 22 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86628488.000000 Penalty: 65690.882812
Iteration 12Q: 21 clusters Score -8.662849e+07 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 36454 members 
Mstep: Class 4 contains 4513 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 48410 members 
Mstep: Class 8 contains 8392 members 
Mstep: Class 9 contains 5023 members 
Mstep: Class 10 contains 105938 members 
Mstep: Class 11 contains 37962 members 
Mstep: Class 12 contains 24142 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 7080 members 
Mstep: Class 15 contains 149748 members 
Mstep: Class 16 contains 4514 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 11326 members 
Mstep: Class 20 contains 10546 members 
Mstep: Class 21 contains 3691 members 
Mstep: Class 22 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86635808.000000 Penalty: 65690.882812
Iteration 13Q: 21 clusters Score -8.663581e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 36253 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 47388 members 
Mstep: Class 8 contains 9046 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 112995 members 
Mstep: Class 11 contains 38081 members 
Mstep: Class 12 contains 23937 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 7171 members 
Mstep: Class 15 contains 146182 members 
Mstep: Class 16 contains 4911 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 11239 members 
Mstep: Class 20 contains 10872 members 
Mstep: Class 21 contains 3377 members 
Mstep: Class 22 contains 913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86640680.000000 Penalty: 65690.882812
Iteration 14Q: 21 clusters Score -8.664068e+07 nChanged 14856
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 36002 members 
Mstep: Class 4 contains 4266 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 46421 members 
Mstep: Class 8 contains 9486 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 120914 members 
Mstep: Class 11 contains 38236 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 142002 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 11132 members 
Mstep: Class 20 contains 11182 members 
Mstep: Class 21 contains 3251 members 
Mstep: Class 22 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86644216.000000 Penalty: 65690.882812
Iteration 15Q: 21 clusters Score -8.664422e+07 nChanged 15222
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 35709 members 
Mstep: Class 4 contains 4183 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 6847 members 
Mstep: Class 7 contains 45432 members 
Mstep: Class 8 contains 9804 members 
Mstep: Class 9 contains 5768 members 
Mstep: Class 10 contains 129813 members 
Mstep: Class 11 contains 38469 members 
Mstep: Class 12 contains 23652 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 137030 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 1447 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 20 contains 11464 members 
Mstep: Class 21 contains 3202 members 
Mstep: Class 22 contains 926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86646576.000000 Penalty: 65690.882812
Iteration 16Q: 21 clusters Score -8.664658e+07 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 79226 members 
Mstep: Class 2 contains 35366 members 
Mstep: Class 4 contains 4133 members 
Mstep: Class 5 contains 1386 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 44354 members 
Mstep: Class 8 contains 10018 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 139853 members 
Mstep: Class 11 contains 38771 members 
Mstep: Class 12 contains 23567 members 
Mstep: Class 13 contains 2323 members 
Mstep: Class 14 contains 7256 members 
Mstep: Class 15 contains 131391 members 
Mstep: Class 16 contains 5683 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 11008 members 
Mstep: Class 20 contains 11686 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86645568.000000 Penalty: 65690.882812
Iteration 17Q: 21 clusters Score -8.664557e+07 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 35074 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 1365 members 
Mstep: Class 6 contains 6816 members 
Mstep: Class 7 contains 43458 members 
Mstep: Class 8 contains 10136 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 149904 members 
Mstep: Class 11 contains 39175 members 
Mstep: Class 12 contains 23527 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 7263 members 
Mstep: Class 15 contains 125425 members 
Mstep: Class 16 contains 5737 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 22 contains 915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86642600.000000 Penalty: 65690.882812
Iteration 18Q: 21 clusters Score -8.66426e+07 nChanged 16643
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 34911 members 
Mstep: Class 4 contains 4103 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 6796 members 
Mstep: Class 7 contains 42729 members 
Mstep: Class 8 contains 10211 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 158957 members 
Mstep: Class 11 contains 39740 members 
Mstep: Class 12 contains 23505 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 7275 members 
Mstep: Class 15 contains 119599 members 
Mstep: Class 16 contains 5762 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 10920 members 
Mstep: Class 20 contains 12069 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86638960.000000 Penalty: 65690.882812
Iteration 19Q: 21 clusters Score -8.663896e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 411 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 34850 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 6785 members 
Mstep: Class 7 contains 42138 members 
Mstep: Class 8 contains 10252 members 
Mstep: Class 9 contains 6369 members 
Mstep: Class 10 contains 164637 members 
Mstep: Class 11 contains 40297 members 
Mstep: Class 12 contains 23489 members 
Mstep: Class 13 contains 2339 members 
Mstep: Class 14 contains 7305 members 
Mstep: Class 15 contains 116114 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 10868 members 
Mstep: Class 20 contains 12184 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86637408.000000 Penalty: 65690.882812
Iteration 20F: 21 clusters Score -8.663741e+07 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 34891 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 6 contains 6738 members 
Mstep: Class 7 contains 41673 members 
Mstep: Class 8 contains 10304 members 
Mstep: Class 9 contains 6477 members 
Mstep: Class 10 contains 168879 members 
Mstep: Class 11 contains 40819 members 
Mstep: Class 12 contains 23467 members 
Mstep: Class 13 contains 2314 members 
Mstep: Class 14 contains 7329 members 
Mstep: Class 15 contains 113505 members 
Mstep: Class 16 contains 5856 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 10830 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 3324 members 
Mstep: Class 22 contains 954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86634888.000000 Penalty: 65690.882812
Iteration 21Q: 21 clusters Score -8.663489e+07 nChanged 14126
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 34980 members 
Mstep: Class 4 contains 4101 members 
Mstep: Class 5 contains 1288 members 
Mstep: Class 6 contains 6751 members 
Mstep: Class 7 contains 41403 members 
Mstep: Class 8 contains 10368 members 
Mstep: Class 9 contains 6599 members 
Mstep: Class 10 contains 169698 members 
Mstep: Class 11 contains 41248 members 
Mstep: Class 12 contains 23459 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 7365 members 
Mstep: Class 15 contains 113538 members 
Mstep: Class 16 contains 5917 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 10796 members 
Mstep: Class 20 contains 12377 members 
Mstep: Class 21 contains 3308 members 
Mstep: Class 22 contains 967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86634280.000000 Penalty: 65690.882812
Iteration 22Q: 21 clusters Score -8.663428e+07 nChanged 12243
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 35084 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 1271 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 41197 members 
Mstep: Class 8 contains 10431 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 168035 members 
Mstep: Class 11 contains 41488 members 
Mstep: Class 12 contains 23456 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 7405 members 
Mstep: Class 15 contains 115735 members 
Mstep: Class 16 contains 6024 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 3254 members 
Mstep: Class 22 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86635232.000000 Penalty: 65690.882812
Iteration 23Q: 21 clusters Score -8.663523e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 35117 members 
Mstep: Class 4 contains 4040 members 
Mstep: Class 5 contains 1243 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 41058 members 
Mstep: Class 8 contains 10494 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 164901 members 
Mstep: Class 11 contains 41539 members 
Mstep: Class 12 contains 23445 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 7493 members 
Mstep: Class 15 contains 119443 members 
Mstep: Class 16 contains 6161 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 10758 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 3208 members 
Mstep: Class 22 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86637880.000000 Penalty: 65690.882812
Iteration 24Q: 21 clusters Score -8.663788e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 35106 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 6778 members 
Mstep: Class 7 contains 40973 members 
Mstep: Class 8 contains 10517 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 161134 members 
Mstep: Class 11 contains 41408 members 
Mstep: Class 12 contains 23437 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 7625 members 
Mstep: Class 15 contains 123999 members 
Mstep: Class 16 contains 6270 members 
Mstep: Class 17 contains 1111 members 
Mstep: Class 18 contains 10741 members 
Mstep: Class 20 contains 12618 members 
Mstep: Class 21 contains 3187 members 
Mstep: Class 22 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86640488.000000 Penalty: 65690.882812
Iteration 25Q: 21 clusters Score -8.664049e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 35044 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 40918 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 6957 members 
Mstep: Class 10 contains 157181 members 
Mstep: Class 11 contains 41182 members 
Mstep: Class 12 contains 23428 members 
Mstep: Class 13 contains 2311 members 
Mstep: Class 14 contains 7812 members 
Mstep: Class 15 contains 128709 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 1098 members 
Mstep: Class 18 contains 10740 members 
Mstep: Class 20 contains 12676 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86643168.000000 Penalty: 65690.882812
Iteration 26Q: 21 clusters Score -8.664317e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 35021 members 
Mstep: Class 4 contains 3988 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 40860 members 
Mstep: Class 8 contains 10556 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 153224 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 23434 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 7995 members 
Mstep: Class 15 contains 133310 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 10736 members 
Mstep: Class 20 contains 12715 members 
Mstep: Class 21 contains 3160 members 
Mstep: Class 22 contains 994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86644600.000000 Penalty: 65690.882812
Iteration 27Q: 21 clusters Score -8.66446e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 35012 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6786 members 
Mstep: Class 7 contains 40781 members 
Mstep: Class 8 contains 10559 members 
Mstep: Class 9 contains 7111 members 
Mstep: Class 10 contains 149430 members 
Mstep: Class 11 contains 40632 members 
Mstep: Class 12 contains 23436 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 8147 members 
Mstep: Class 15 contains 137464 members 
Mstep: Class 16 contains 6477 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 10736 members 
Mstep: Class 20 contains 12723 members 
Mstep: Class 21 contains 3160 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86645752.000000 Penalty: 65690.882812
Iteration 28Q: 21 clusters Score -8.664575e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 35021 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6806 members 
Mstep: Class 7 contains 40759 members 
Mstep: Class 8 contains 10571 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 145679 members 
Mstep: Class 11 contains 40274 members 
Mstep: Class 12 contains 23445 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 8266 members 
Mstep: Class 15 contains 141331 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 10733 members 
Mstep: Class 20 contains 12715 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86645632.000000 Penalty: 65690.882812
Iteration 29Q: 21 clusters Score -8.664563e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 35056 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 40842 members 
Mstep: Class 8 contains 10587 members 
Mstep: Class 9 contains 7276 members 
Mstep: Class 10 contains 142077 members 
Mstep: Class 11 contains 39919 members 
Mstep: Class 12 contains 23445 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 144654 members 
Mstep: Class 16 contains 6657 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 18 contains 10735 members 
Mstep: Class 20 contains 12708 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86646520.000000 Penalty: 65690.882812
Iteration 30Q: 21 clusters Score -8.664652e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 35103 members 
Mstep: Class 4 contains 3941 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 7 contains 40977 members 
Mstep: Class 8 contains 10598 members 
Mstep: Class 9 contains 7335 members 
Mstep: Class 10 contains 138627 members 
Mstep: Class 11 contains 39561 members 
Mstep: Class 12 contains 23441 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 8442 members 
Mstep: Class 15 contains 147581 members 
Mstep: Class 16 contains 6766 members 
Mstep: Class 17 contains 1077 members 
Mstep: Class 18 contains 10738 members 
Mstep: Class 20 contains 12741 members 
Mstep: Class 21 contains 3152 members 
Mstep: Class 22 contains 996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86647168.000000 Penalty: 65690.882812
Iteration 31Q: 21 clusters Score -8.664717e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 35129 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6892 members 
Mstep: Class 7 contains 41153 members 
Mstep: Class 8 contains 10607 members 
Mstep: Class 9 contains 7409 members 
Mstep: Class 10 contains 135324 members 
Mstep: Class 11 contains 39192 members 
Mstep: Class 12 contains 23439 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 8499 members 
Mstep: Class 15 contains 150167 members 
Mstep: Class 16 contains 6902 members 
Mstep: Class 17 contains 1075 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 20 contains 12740 members 
Mstep: Class 21 contains 3151 members 
Mstep: Class 22 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86647976.000000 Penalty: 65690.882812
Iteration 32Q: 21 clusters Score -8.664798e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 35164 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6888 members 
Mstep: Class 7 contains 41317 members 
Mstep: Class 8 contains 10608 members 
Mstep: Class 9 contains 7468 members 
Mstep: Class 10 contains 132447 members 
Mstep: Class 11 contains 38789 members 
Mstep: Class 12 contains 23446 members 
Mstep: Class 13 contains 2336 members 
Mstep: Class 14 contains 8541 members 
Mstep: Class 15 contains 152381 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 1072 members 
Mstep: Class 18 contains 10758 members 
Mstep: Class 20 contains 12748 members 
Mstep: Class 21 contains 3156 members 
Mstep: Class 22 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86648312.000000 Penalty: 65690.882812
Iteration 33Q: 21 clusters Score -8.664831e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 35197 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 41522 members 
Mstep: Class 8 contains 10615 members 
Mstep: Class 9 contains 7523 members 
Mstep: Class 10 contains 129786 members 
Mstep: Class 11 contains 38334 members 
Mstep: Class 12 contains 23448 members 
Mstep: Class 13 contains 2340 members 
Mstep: Class 14 contains 8603 members 
Mstep: Class 15 contains 154381 members 
Mstep: Class 16 contains 7180 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10757 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 3159 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86648944.000000 Penalty: 65690.882812
Iteration 34Q: 21 clusters Score -8.664894e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 35217 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6890 members 
Mstep: Class 7 contains 41703 members 
Mstep: Class 8 contains 10614 members 
Mstep: Class 9 contains 7573 members 
Mstep: Class 10 contains 127497 members 
Mstep: Class 11 contains 37875 members 
Mstep: Class 12 contains 23452 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 14 contains 8681 members 
Mstep: Class 15 contains 155955 members 
Mstep: Class 16 contains 7307 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10766 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86649456.000000 Penalty: 65690.882812
Iteration 35Q: 21 clusters Score -8.664946e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 35249 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6888 members 
Mstep: Class 7 contains 41852 members 
Mstep: Class 8 contains 10619 members 
Mstep: Class 9 contains 7638 members 
Mstep: Class 10 contains 125526 members 
Mstep: Class 11 contains 37468 members 
Mstep: Class 12 contains 23452 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 14 contains 8758 members 
Mstep: Class 15 contains 157209 members 
Mstep: Class 16 contains 7416 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10770 members 
Mstep: Class 20 contains 12745 members 
Mstep: Class 21 contains 3160 members 
Mstep: Class 22 contains 998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86650248.000000 Penalty: 65690.882812
Iteration 36Q: 21 clusters Score -8.665025e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 35278 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6899 members 
Mstep: Class 7 contains 42052 members 
Mstep: Class 8 contains 10622 members 
Mstep: Class 9 contains 7712 members 
Mstep: Class 10 contains 123839 members 
Mstep: Class 11 contains 37073 members 
Mstep: Class 12 contains 23458 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 158009 members 
Mstep: Class 16 contains 7541 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10773 members 
Mstep: Class 20 contains 12766 members 
Mstep: Class 21 contains 3161 members 
Mstep: Class 22 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86650560.000000 Penalty: 65690.882812
Iteration 37Q: 21 clusters Score -8.665056e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 35317 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6878 members 
Mstep: Class 7 contains 42283 members 
Mstep: Class 8 contains 10624 members 
Mstep: Class 9 contains 7776 members 
Mstep: Class 10 contains 122425 members 
Mstep: Class 11 contains 36728 members 
Mstep: Class 12 contains 23464 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 8882 members 
Mstep: Class 15 contains 158518 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10772 members 
Mstep: Class 20 contains 12768 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 1000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86650832.000000 Penalty: 65690.882812
Iteration 38Q: 21 clusters Score -8.665083e+07 nChanged 4664
Entering ConstructFrom: 
Score: -86650832.000000 Penalty: 65690.882812
Entering ConstructFrom: 
Trying to split cluster 1 (68394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Entering Unmasked Estep 
Score: -10809166.000000 Penalty: 2760.994141
	Iteration 0F: 2 clusters Score -1.080917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -10763247.000000 Penalty: 5521.988281
	Iteration 0F: 3 clusters Score -1.076325e+07 nChanged 32036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -10781301.000000 Penalty: 5521.988281
	Iteration 1F: 3 clusters Score -1.07813e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -10782097.000000 Penalty: 5521.988281
	Iteration 2Q: 3 clusters Score -1.07821e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -10783001.000000 Penalty: 5521.988281
	Iteration 3Q: 3 clusters Score -1.0783e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -10784136.000000 Penalty: 5521.988281
	Iteration 4Q: 3 clusters Score -1.078414e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -10785742.000000 Penalty: 5521.988281
	Iteration 5Q: 3 clusters Score -1.078574e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -10787866.000000 Penalty: 5521.988281
	Iteration 6F: 3 clusters Score -1.078787e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -10790771.000000 Penalty: 5521.988281
	Iteration 7F: 3 clusters Score -1.079077e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -10794428.000000 Penalty: 5521.988281
	Iteration 8F: 3 clusters Score -1.079443e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -10797872.000000 Penalty: 5521.988281
	Iteration 9F: 3 clusters Score -1.079787e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -10800474.000000 Penalty: 5521.988281
	Iteration 10F: 3 clusters Score -1.080047e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -10802237.000000 Penalty: 5521.988281
	Iteration 11Q: 3 clusters Score -1.080224e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -10803286.000000 Penalty: 5521.988281
	Iteration 12Q: 3 clusters Score -1.080329e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -10803988.000000 Penalty: 5521.988281
	Iteration 13Q: 3 clusters Score -1.080399e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -10804435.000000 Penalty: 5521.988281
	Iteration 14Q: 3 clusters Score -1.080444e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -10804783.000000 Penalty: 5521.988281
	Iteration 15Q: 3 clusters Score -1.080478e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -10805098.000000 Penalty: 5521.988281
	Iteration 16Q: 3 clusters Score -1.08051e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -10805361.000000 Penalty: 5521.988281
	Iteration 17Q: 3 clusters Score -1.080536e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -10805688.000000 Penalty: 5521.988281
	Iteration 18Q: 3 clusters Score -1.080569e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -10805931.000000 Penalty: 5521.988281
	Iteration 19Q: 3 clusters Score -1.080593e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -10806197.000000 Penalty: 5521.988281
	Iteration 20F: 3 clusters Score -1.08062e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -10806426.000000 Penalty: 5521.988281
	Iteration 21Q: 3 clusters Score -1.080643e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -10806583.000000 Penalty: 5521.988281
	Iteration 22Q: 3 clusters Score -1.080658e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -10806759.000000 Penalty: 5521.988281
	Iteration 23Q: 3 clusters Score -1.080676e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -10806862.000000 Penalty: 5521.988281
	Iteration 24Q: 3 clusters Score -1.080686e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -10807018.000000 Penalty: 5521.988281
	Iteration 25Q: 3 clusters Score -1.080702e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10807161.000000 Penalty: 5521.988281
	Iteration 26Q: 3 clusters Score -1.080716e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -10807214.000000 Penalty: 5521.988281
	Iteration 27Q: 3 clusters Score -1.080721e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10807260.000000 Penalty: 5521.988281
	Iteration 28Q: 3 clusters Score -1.080726e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -10807344.000000 Penalty: 5521.988281
	Iteration 29Q: 3 clusters Score -1.080734e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66133 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -10807433.000000 Penalty: 5521.988281
	Iteration 30Q: 3 clusters Score -1.080743e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -10807453.000000 Penalty: 5521.988281
	Iteration 31Q: 3 clusters Score -1.080745e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10807510.000000 Penalty: 5521.988281
	Iteration 32Q: 3 clusters Score -1.080751e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66466 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -10807544.000000 Penalty: 5521.988281
	Iteration 33Q: 3 clusters Score -1.080754e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10807580.000000 Penalty: 5521.988281
	Iteration 34Q: 3 clusters Score -1.080758e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10807636.000000 Penalty: 5521.988281
	Iteration 35Q: 3 clusters Score -1.080764e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10807682.000000 Penalty: 5521.988281
	Iteration 36Q: 3 clusters Score -1.080768e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10807725.000000 Penalty: 5521.988281
	Iteration 37Q: 3 clusters Score -1.080772e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10807747.000000 Penalty: 5521.988281
	Iteration 38Q: 3 clusters Score -1.080775e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10807801.000000 Penalty: 5521.988281
	Iteration 39Q: 3 clusters Score -1.08078e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66867 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -10807856.000000 Penalty: 5521.988281
	Iteration 40F: 3 clusters Score -1.080786e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10807884.000000 Penalty: 5521.988281
	Iteration 41Q: 3 clusters Score -1.080788e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10807921.000000 Penalty: 5521.988281
	Iteration 42Q: 3 clusters Score -1.080792e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66932 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10807983.000000 Penalty: 5521.988281
	Iteration 43Q: 3 clusters Score -1.080798e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10808004.000000 Penalty: 5521.988281
	Iteration 44Q: 3 clusters Score -1.0808e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66938 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10808037.000000 Penalty: 5521.988281
	Iteration 45Q: 3 clusters Score -1.080804e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10808050.000000 Penalty: 5521.988281
	Iteration 46Q: 3 clusters Score -1.080805e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10808063.000000 Penalty: 5521.988281
	Iteration 47Q: 3 clusters Score -1.080806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10808089.000000 Penalty: 5521.988281
	Iteration 48Q: 3 clusters Score -1.080809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10808090.000000 Penalty: 5521.988281
	Iteration 49Q: 3 clusters Score -1.080809e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10808086.000000 Penalty: 5521.988281
	Iteration 50Q: 3 clusters Score -1.080809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10808102.000000 Penalty: 5521.988281
	Iteration 51Q: 3 clusters Score -1.08081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10808126.000000 Penalty: 5521.988281
	Iteration 52Q: 3 clusters Score -1.080813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10808135.000000 Penalty: 5521.988281
	Iteration 53Q: 3 clusters Score -1.080814e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10808132.000000 Penalty: 5521.988281
	Iteration 54Q: 3 clusters Score -1.080813e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10808131.000000 Penalty: 5521.988281
	Iteration 55Q: 3 clusters Score -1.080813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10808146.000000 Penalty: 5521.988281
	Iteration 56Q: 3 clusters Score -1.080815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10808147.000000 Penalty: 5521.988281
	Iteration 57Q: 3 clusters Score -1.080815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10808152.000000 Penalty: 5521.988281
	Iteration 58Q: 3 clusters Score -1.080815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10808153.000000 Penalty: 5521.988281
	Iteration 59Q: 3 clusters Score -1.080815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10808150.000000 Penalty: 5521.988281
	Iteration 60F: 3 clusters Score -1.080815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10808168.000000 Penalty: 5521.988281
	Iteration 61Q: 3 clusters Score -1.080817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10808176.000000 Penalty: 5521.988281
	Iteration 62Q: 3 clusters Score -1.080818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10808186.000000 Penalty: 5521.988281
	Iteration 63Q: 3 clusters Score -1.080819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10808191.000000 Penalty: 5521.988281
	Iteration 64Q: 3 clusters Score -1.080819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10808200.000000 Penalty: 5521.988281
	Iteration 65Q: 3 clusters Score -1.08082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10808204.000000 Penalty: 5521.988281
	Iteration 66Q: 3 clusters Score -1.08082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10808196.000000 Penalty: 5521.988281
	Iteration 67Q: 3 clusters Score -1.08082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67005 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10808195.000000 Penalty: 5521.988281
	Iteration 68Q: 3 clusters Score -1.08082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10808201.000000 Penalty: 5521.988281
	Iteration 69Q: 3 clusters Score -1.08082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10808195.000000 Penalty: 5521.988281
	Iteration 70Q: 3 clusters Score -1.08082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10808203.000000 Penalty: 5521.988281
	Iteration 71Q: 3 clusters Score -1.08082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10808208.000000 Penalty: 5521.988281
	Iteration 72Q: 3 clusters Score -1.080821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10808218.000000 Penalty: 5521.988281
	Iteration 73Q: 3 clusters Score -1.080822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66997 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10808212.000000 Penalty: 5521.988281
	Iteration 74Q: 3 clusters Score -1.080821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10808224.000000 Penalty: 5521.988281
	Iteration 75Q: 3 clusters Score -1.080822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10808227.000000 Penalty: 5521.988281
	Iteration 76Q: 3 clusters Score -1.080823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10808223.000000 Penalty: 5521.988281
	Iteration 77Q: 3 clusters Score -1.080822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10808220.000000 Penalty: 5521.988281
	Iteration 78Q: 3 clusters Score -1.080822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10808222.000000 Penalty: 5521.988281
	Iteration 79Q: 3 clusters Score -1.080822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10808221.000000 Penalty: 5521.988281
	Iteration 80F: 3 clusters Score -1.080822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10808236.000000 Penalty: 5521.988281
	Iteration 81Q: 3 clusters Score -1.080824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10808236.000000 Penalty: 5521.988281
	Iteration 82Q: 3 clusters Score -1.080824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10808235.000000 Penalty: 5521.988281
	Iteration 83Q: 3 clusters Score -1.080824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -10808233.000000 Penalty: 5521.988281
	Iteration 84Q: 3 clusters Score -1.080823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66953 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -10808231.000000 Penalty: 5521.988281
	Iteration 85Q: 3 clusters Score -1.080823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10808232.000000 Penalty: 5521.988281
	Iteration 86Q: 3 clusters Score -1.080823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10808240.000000 Penalty: 5521.988281
	Iteration 87Q: 3 clusters Score -1.080824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10808228.000000 Penalty: 5521.988281
	Iteration 88Q: 3 clusters Score -1.080823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10808233.000000 Penalty: 5521.988281
	Iteration 89Q: 3 clusters Score -1.080823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10808233.000000 Penalty: 5521.988281
	Iteration 90F: 3 clusters Score -1.080823e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Entering Unmasked Estep 
Score: -5465891.500000 Penalty: 2597.226074
	Iteration 0F: 2 clusters Score -5465892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5441786.500000 Penalty: 5194.452148
	Iteration 0F: 3 clusters Score -5441786 nChanged 16126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5450744.500000 Penalty: 5194.452148
	Iteration 1F: 3 clusters Score -5450744 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -5451375.500000 Penalty: 5194.452148
	Iteration 2Q: 3 clusters Score -5451376 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5452137.500000 Penalty: 5194.452148
	Iteration 3Q: 3 clusters Score -5452138 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -5453011.500000 Penalty: 5194.452148
	Iteration 4F: 3 clusters Score -5453012 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5454060.500000 Penalty: 5194.452148
	Iteration 5F: 3 clusters Score -5454060 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5455348.000000 Penalty: 5194.452148
	Iteration 6F: 3 clusters Score -5455348 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -5456820.500000 Penalty: 5194.452148
	Iteration 7F: 3 clusters Score -5456820 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -5458174.000000 Penalty: 5194.452148
	Iteration 8F: 3 clusters Score -5458174 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5459293.000000 Penalty: 5194.452148
	Iteration 9Q: 3 clusters Score -5459293 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -5460156.000000 Penalty: 5194.452148
	Iteration 10Q: 3 clusters Score -5460156 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -5460884.500000 Penalty: 5194.452148
	Iteration 11Q: 3 clusters Score -5460884 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -5461407.000000 Penalty: 5194.452148
	Iteration 12Q: 3 clusters Score -5461407 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -5461904.000000 Penalty: 5194.452148
	Iteration 13Q: 3 clusters Score -5461904 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -5462362.000000 Penalty: 5194.452148
	Iteration 14Q: 3 clusters Score -5462362 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5462712.000000 Penalty: 5194.452148
	Iteration 15Q: 3 clusters Score -5462712 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -5462978.000000 Penalty: 5194.452148
	Iteration 16Q: 3 clusters Score -5462978 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -5463136.500000 Penalty: 5194.452148
	Iteration 17Q: 3 clusters Score -5463136 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -5463318.000000 Penalty: 5194.452148
	Iteration 18Q: 3 clusters Score -5463318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -5463439.500000 Penalty: 5194.452148
	Iteration 19Q: 3 clusters Score -5463440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -5463519.000000 Penalty: 5194.452148
	Iteration 20F: 3 clusters Score -5463519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -5463577.500000 Penalty: 5194.452148
	Iteration 21Q: 3 clusters Score -5463578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -5463633.500000 Penalty: 5194.452148
	Iteration 22Q: 3 clusters Score -5463634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5463655.500000 Penalty: 5194.452148
	Iteration 23Q: 3 clusters Score -5463656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5463679.000000 Penalty: 5194.452148
	Iteration 24Q: 3 clusters Score -5463679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -5463696.000000 Penalty: 5194.452148
	Iteration 25Q: 3 clusters Score -5463696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -5463715.500000 Penalty: 5194.452148
	Iteration 26Q: 3 clusters Score -5463716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -5463736.500000 Penalty: 5194.452148
	Iteration 27Q: 3 clusters Score -5463736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -5463735.500000 Penalty: 5194.452148
	Iteration 28Q: 3 clusters Score -5463736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -5463744.500000 Penalty: 5194.452148
	Iteration 29Q: 3 clusters Score -5463744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -5463755.500000 Penalty: 5194.452148
	Iteration 30Q: 3 clusters Score -5463756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5463749.000000 Penalty: 5194.452148
	Iteration 31Q: 3 clusters Score -5463749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -5463761.000000 Penalty: 5194.452148
	Iteration 32Q: 3 clusters Score -5463761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -5463761.000000 Penalty: 5194.452148
	Iteration 33Q: 3 clusters Score -5463761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -5463755.000000 Penalty: 5194.452148
	Iteration 34Q: 3 clusters Score -5463755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5463761.000000 Penalty: 5194.452148
	Iteration 35Q: 3 clusters Score -5463761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5463766.500000 Penalty: 5194.452148
	Iteration 36Q: 3 clusters Score -5463766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -5463771.000000 Penalty: 5194.452148
	Iteration 37Q: 3 clusters Score -5463771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5463774.500000 Penalty: 5194.452148
	Iteration 38Q: 3 clusters Score -5463774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -5463774.500000 Penalty: 5194.452148
	Iteration 39F: 3 clusters Score -5463774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Entering Unmasked Estep 
Score: -539278.250000 Penalty: 2050.518311
	Iteration 0F: 2 clusters Score -539278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -535599.812500 Penalty: 4101.036621
	Iteration 0F: 3 clusters Score -535599.8 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -538194.500000 Penalty: 4101.036621
	Iteration 1F: 3 clusters Score -538194.5 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -540090.812500 Penalty: 4101.036621
	Iteration 2F: 3 clusters Score -540090.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -541131.000000 Penalty: 4101.036621
	Iteration 3F: 3 clusters Score -541131 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -541584.437500 Penalty: 4101.036621
	Iteration 4F: 3 clusters Score -541584.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -541817.687500 Penalty: 4101.036621
	Iteration 5Q: 3 clusters Score -541817.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -541976.125000 Penalty: 4101.036621
	Iteration 6Q: 3 clusters Score -541976.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -542107.000000 Penalty: 4101.036621
	Iteration 7Q: 3 clusters Score -542107 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -542245.187500 Penalty: 4101.036621
	Iteration 8Q: 3 clusters Score -542245.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -542512.562500 Penalty: 4101.036621
	Iteration 9Q: 3 clusters Score -542512.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -543035.562500 Penalty: 4101.036621
	Iteration 10Q: 3 clusters Score -543035.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -543375.062500 Penalty: 4101.036621
	Iteration 11Q: 3 clusters Score -543375.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -543428.187500 Penalty: 4101.036621
	Iteration 12Q: 3 clusters Score -543428.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -543444.875000 Penalty: 4101.036621
	Iteration 13Q: 3 clusters Score -543444.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -543454.062500 Penalty: 4101.036621
	Iteration 14Q: 3 clusters Score -543454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -543454.937500 Penalty: 4101.036621
	Iteration 15Q: 3 clusters Score -543454.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -543455.875000 Penalty: 4101.036621
	Iteration 16Q: 3 clusters Score -543455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -543455.875000 Penalty: 4101.036621
	Iteration 17F: 3 clusters Score -543455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 1167 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 10630 members 
Mstep: Class 9 contains 7839 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 36398 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Entering Unmasked Estep 
Score: -86653496.000000 Penalty: 68975.421875
Splitting cluster 4 changes total score from -86650832.000000 to -86653496.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -160255.875000 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -160255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -158230.718750 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -158230.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -158760.906250 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -158760.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -159174.234375 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -159174.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -159599.656250 Penalty: 3502.846924
	Iteration 3F: 3 clusters Score -159599.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -159923.062500 Penalty: 3502.846924
	Iteration 4F: 3 clusters Score -159923.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -160313.109375 Penalty: 3502.846924
	Iteration 5F: 3 clusters Score -160313.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -160636.312500 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -160636.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -161023.203125 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -161023.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -161273.781250 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -161273.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -161625.734375 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -161625.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161758.953125 Penalty: 3502.846924
	Iteration 10Q: 3 clusters Score -161759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -161830.578125 Penalty: 3502.846924
	Iteration 11Q: 3 clusters Score -161830.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -161885.765625 Penalty: 3502.846924
	Iteration 12Q: 3 clusters Score -161885.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -161954.968750 Penalty: 3502.846924
	Iteration 13Q: 3 clusters Score -161955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162050.703125 Penalty: 3502.846924
	Iteration 14Q: 3 clusters Score -162050.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162119.609375 Penalty: 3502.846924
	Iteration 15Q: 3 clusters Score -162119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162142.531250 Penalty: 3502.846924
	Iteration 16Q: 3 clusters Score -162142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -162147.812500 Penalty: 3502.846924
	Iteration 17Q: 3 clusters Score -162147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -162151.796875 Penalty: 3502.846924
	Iteration 18Q: 3 clusters Score -162151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162156.640625 Penalty: 3502.846924
	Iteration 19Q: 3 clusters Score -162156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162161.078125 Penalty: 3502.846924
	Iteration 20F: 3 clusters Score -162161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -162163.406250 Penalty: 3502.846924
	Iteration 21Q: 3 clusters Score -162163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -162173.531250 Penalty: 3502.846924
	Iteration 22Q: 3 clusters Score -162173.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162190.500000 Penalty: 3502.846924
	Iteration 23Q: 3 clusters Score -162190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -162198.156250 Penalty: 3502.846924
	Iteration 24Q: 3 clusters Score -162198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -162203.421875 Penalty: 3502.846924
	Iteration 25Q: 3 clusters Score -162203.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162216.859375 Penalty: 3502.846924
	Iteration 26Q: 3 clusters Score -162216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162232.031250 Penalty: 3502.846924
	Iteration 27Q: 3 clusters Score -162232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -162240.671875 Penalty: 3502.846924
	Iteration 28Q: 3 clusters Score -162240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -162244.781250 Penalty: 3502.846924
	Iteration 29Q: 3 clusters Score -162244.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -162251.875000 Penalty: 3502.846924
	Iteration 30Q: 3 clusters Score -162251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -162251.875000 Penalty: 3502.846924
	Iteration 31F: 3 clusters Score -162251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 10630 members 
Mstep: Class 9 contains 7839 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 36398 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Entering Unmasked Estep 
Score: -86653952.000000 Penalty: 72259.968750
Splitting cluster 5 changes total score from -86650832.000000 to -86653952.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -1058935.500000 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -1058936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1053282.625000 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -1053283 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1054835.250000 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -1054835 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1055157.750000 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -1055158 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1055548.625000 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -1055549 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1056041.375000 Penalty: 4382.913574
	Iteration 4F: 3 clusters Score -1056041 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1056743.125000 Penalty: 4382.913574
	Iteration 5F: 3 clusters Score -1056743 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1057680.875000 Penalty: 4382.913574
	Iteration 6F: 3 clusters Score -1057681 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1058737.500000 Penalty: 4382.913574
	Iteration 7F: 3 clusters Score -1058738 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1059483.250000 Penalty: 4382.913574
	Iteration 8F: 3 clusters Score -1059483 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1059781.375000 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -1059781 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1059878.250000 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -1059878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1059907.000000 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -1059907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1059917.250000 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -1059917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1059922.125000 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -1059922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1059925.625000 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -1059926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1059928.875000 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -1059929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1059932.000000 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -1059932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1059933.375000 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -1059933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1059934.375000 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -1059934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1059933.125000 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -1059933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1059933.125000 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -1059933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 10630 members 
Mstep: Class 9 contains 7839 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 36398 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3021 members 
Entering Unmasked Estep 
Score: -86653864.000000 Penalty: 75544.515625
Splitting cluster 6 changes total score from -86650832.000000 to -86653864.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (42489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Entering Unmasked Estep 
Score: -6682061.500000 Penalty: 2642.936035
	Iteration 0F: 2 clusters Score -6682062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -6653213.500000 Penalty: 5285.872070
	Iteration 0F: 3 clusters Score -6653214 nChanged 19538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -6664091.000000 Penalty: 5285.872070
	Iteration 1F: 3 clusters Score -6664091 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -6664578.500000 Penalty: 5285.872070
	Iteration 2Q: 3 clusters Score -6664578 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -6664955.000000 Penalty: 5285.872070
	Iteration 3Q: 3 clusters Score -6664955 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -6665267.000000 Penalty: 5285.872070
	Iteration 4Q: 3 clusters Score -6665267 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -6665605.500000 Penalty: 5285.872070
	Iteration 5Q: 3 clusters Score -6665606 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -6666095.000000 Penalty: 5285.872070
	Iteration 6Q: 3 clusters Score -6666095 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -6666667.500000 Penalty: 5285.872070
	Iteration 7Q: 3 clusters Score -6666668 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -6667344.500000 Penalty: 5285.872070
	Iteration 8Q: 3 clusters Score -6667344 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -6668292.000000 Penalty: 5285.872070
	Iteration 9Q: 3 clusters Score -6668292 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -6669463.000000 Penalty: 5285.872070
	Iteration 10Q: 3 clusters Score -6669463 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -6670984.500000 Penalty: 5285.872070
	Iteration 11F: 3 clusters Score -6670984 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -6672550.000000 Penalty: 5285.872070
	Iteration 12F: 3 clusters Score -6672550 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -6673821.500000 Penalty: 5285.872070
	Iteration 13F: 3 clusters Score -6673822 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -6674597.000000 Penalty: 5285.872070
	Iteration 14Q: 3 clusters Score -6674597 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -6674950.000000 Penalty: 5285.872070
	Iteration 15Q: 3 clusters Score -6674950 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -6675187.000000 Penalty: 5285.872070
	Iteration 16Q: 3 clusters Score -6675187 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -6675202.500000 Penalty: 5285.872070
	Iteration 17Q: 3 clusters Score -6675202 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -6675289.500000 Penalty: 5285.872070
	Iteration 18Q: 3 clusters Score -6675290 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6675384.500000 Penalty: 5285.872070
	Iteration 19Q: 3 clusters Score -6675384 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -6675444.000000 Penalty: 5285.872070
	Iteration 20F: 3 clusters Score -6675444 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -6675505.000000 Penalty: 5285.872070
	Iteration 21Q: 3 clusters Score -6675505 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -6675573.000000 Penalty: 5285.872070
	Iteration 22Q: 3 clusters Score -6675573 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -6675623.500000 Penalty: 5285.872070
	Iteration 23Q: 3 clusters Score -6675624 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6675692.500000 Penalty: 5285.872070
	Iteration 24Q: 3 clusters Score -6675692 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -6675776.500000 Penalty: 5285.872070
	Iteration 25Q: 3 clusters Score -6675776 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -6675860.500000 Penalty: 5285.872070
	Iteration 26Q: 3 clusters Score -6675860 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -6675913.000000 Penalty: 5285.872070
	Iteration 27Q: 3 clusters Score -6675913 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -6675946.000000 Penalty: 5285.872070
	Iteration 28Q: 3 clusters Score -6675946 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6675999.500000 Penalty: 5285.872070
	Iteration 29Q: 3 clusters Score -6676000 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -6676087.500000 Penalty: 5285.872070
	Iteration 30Q: 3 clusters Score -6676088 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -6676127.000000 Penalty: 5285.872070
	Iteration 31Q: 3 clusters Score -6676127 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -6676208.500000 Penalty: 5285.872070
	Iteration 32Q: 3 clusters Score -6676208 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -6676291.500000 Penalty: 5285.872070
	Iteration 33Q: 3 clusters Score -6676292 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -6676370.000000 Penalty: 5285.872070
	Iteration 34Q: 3 clusters Score -6676370 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -6676422.500000 Penalty: 5285.872070
	Iteration 35Q: 3 clusters Score -6676422 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -6676494.500000 Penalty: 5285.872070
	Iteration 36Q: 3 clusters Score -6676494 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -6676558.500000 Penalty: 5285.872070
	Iteration 37Q: 3 clusters Score -6676558 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -6676629.000000 Penalty: 5285.872070
	Iteration 38Q: 3 clusters Score -6676629 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -6676737.000000 Penalty: 5285.872070
	Iteration 39Q: 3 clusters Score -6676737 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6676797.500000 Penalty: 5285.872070
	Iteration 40F: 3 clusters Score -6676798 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -6676866.500000 Penalty: 5285.872070
	Iteration 41Q: 3 clusters Score -6676866 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -6676934.500000 Penalty: 5285.872070
	Iteration 42Q: 3 clusters Score -6676934 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -6677033.000000 Penalty: 5285.872070
	Iteration 43Q: 3 clusters Score -6677033 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6677136.500000 Penalty: 5285.872070
	Iteration 44Q: 3 clusters Score -6677136 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6677210.500000 Penalty: 5285.872070
	Iteration 45Q: 3 clusters Score -6677210 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -6677297.000000 Penalty: 5285.872070
	Iteration 46Q: 3 clusters Score -6677297 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -6677375.500000 Penalty: 5285.872070
	Iteration 47Q: 3 clusters Score -6677376 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6677493.000000 Penalty: 5285.872070
	Iteration 48Q: 3 clusters Score -6677493 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -6677568.500000 Penalty: 5285.872070
	Iteration 49Q: 3 clusters Score -6677568 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -6677660.500000 Penalty: 5285.872070
	Iteration 50Q: 3 clusters Score -6677660 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -6677743.500000 Penalty: 5285.872070
	Iteration 51Q: 3 clusters Score -6677744 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -6677854.000000 Penalty: 5285.872070
	Iteration 52Q: 3 clusters Score -6677854 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -6677973.500000 Penalty: 5285.872070
	Iteration 53Q: 3 clusters Score -6677974 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -6678085.000000 Penalty: 5285.872070
	Iteration 54Q: 3 clusters Score -6678085 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -6678170.500000 Penalty: 5285.872070
	Iteration 55Q: 3 clusters Score -6678170 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -6678261.500000 Penalty: 5285.872070
	Iteration 56Q: 3 clusters Score -6678262 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -6678389.000000 Penalty: 5285.872070
	Iteration 57Q: 3 clusters Score -6678389 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -6678477.500000 Penalty: 5285.872070
	Iteration 58Q: 3 clusters Score -6678478 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -6678584.500000 Penalty: 5285.872070
	Iteration 59Q: 3 clusters Score -6678584 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -6678697.500000 Penalty: 5285.872070
	Iteration 60F: 3 clusters Score -6678698 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -6678790.500000 Penalty: 5285.872070
	Iteration 61Q: 3 clusters Score -6678790 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -6678879.500000 Penalty: 5285.872070
	Iteration 62Q: 3 clusters Score -6678880 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -6678970.000000 Penalty: 5285.872070
	Iteration 63Q: 3 clusters Score -6678970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -6679079.000000 Penalty: 5285.872070
	Iteration 64Q: 3 clusters Score -6679079 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6679178.000000 Penalty: 5285.872070
	Iteration 65Q: 3 clusters Score -6679178 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -6679258.000000 Penalty: 5285.872070
	Iteration 66Q: 3 clusters Score -6679258 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -6679347.000000 Penalty: 5285.872070
	Iteration 67Q: 3 clusters Score -6679347 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -6679428.000000 Penalty: 5285.872070
	Iteration 68Q: 3 clusters Score -6679428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -6679458.500000 Penalty: 5285.872070
	Iteration 69Q: 3 clusters Score -6679458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -6679553.500000 Penalty: 5285.872070
	Iteration 70Q: 3 clusters Score -6679554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -6679622.000000 Penalty: 5285.872070
	Iteration 71Q: 3 clusters Score -6679622 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -6679689.000000 Penalty: 5285.872070
	Iteration 72Q: 3 clusters Score -6679689 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -6679731.500000 Penalty: 5285.872070
	Iteration 73Q: 3 clusters Score -6679732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -6679801.000000 Penalty: 5285.872070
	Iteration 74Q: 3 clusters Score -6679801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -6679839.000000 Penalty: 5285.872070
	Iteration 75Q: 3 clusters Score -6679839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -6679882.500000 Penalty: 5285.872070
	Iteration 76Q: 3 clusters Score -6679882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -6679903.500000 Penalty: 5285.872070
	Iteration 77Q: 3 clusters Score -6679904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -6679926.500000 Penalty: 5285.872070
	Iteration 78Q: 3 clusters Score -6679926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -6679926.000000 Penalty: 5285.872070
	Iteration 79Q: 3 clusters Score -6679926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -6679941.500000 Penalty: 5285.872070
	Iteration 80F: 3 clusters Score -6679942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -6679937.000000 Penalty: 5285.872070
	Iteration 81Q: 3 clusters Score -6679937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -6679954.500000 Penalty: 5285.872070
	Iteration 82Q: 3 clusters Score -6679954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -6679965.000000 Penalty: 5285.872070
	Iteration 83Q: 3 clusters Score -6679965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -6679963.000000 Penalty: 5285.872070
	Iteration 84Q: 3 clusters Score -6679963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -6679978.000000 Penalty: 5285.872070
	Iteration 85Q: 3 clusters Score -6679978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -6679973.000000 Penalty: 5285.872070
	Iteration 86Q: 3 clusters Score -6679973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -6679980.500000 Penalty: 5285.872070
	Iteration 87Q: 3 clusters Score -6679980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -6679984.500000 Penalty: 5285.872070
	Iteration 88Q: 3 clusters Score -6679984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -6679992.000000 Penalty: 5285.872070
	Iteration 89Q: 3 clusters Score -6679992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -6679994.500000 Penalty: 5285.872070
	Iteration 90Q: 3 clusters Score -6679994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -6680005.000000 Penalty: 5285.872070
	Iteration 91Q: 3 clusters Score -6680005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -6680004.000000 Penalty: 5285.872070
	Iteration 92Q: 3 clusters Score -6680004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -6680006.500000 Penalty: 5285.872070
	Iteration 93Q: 3 clusters Score -6680006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -6680012.000000 Penalty: 5285.872070
	Iteration 94Q: 3 clusters Score -6680012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -6680011.000000 Penalty: 5285.872070
	Iteration 95Q: 3 clusters Score -6680011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -6680008.500000 Penalty: 5285.872070
	Iteration 96Q: 3 clusters Score -6680008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -6680008.500000 Penalty: 5285.872070
	Iteration 97F: 3 clusters Score -6680008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Entering Unmasked Estep 
Score: -1570264.250000 Penalty: 2299.316162
	Iteration 0F: 2 clusters Score -1570264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1562219.750000 Penalty: 4598.632324
	Iteration 0F: 3 clusters Score -1562220 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1564862.500000 Penalty: 4598.632324
	Iteration 1F: 3 clusters Score -1564862 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1566399.500000 Penalty: 4598.632324
	Iteration 2F: 3 clusters Score -1566400 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1569255.250000 Penalty: 4598.632324
	Iteration 3F: 3 clusters Score -1569255 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1572024.750000 Penalty: 4598.632324
	Iteration 4F: 3 clusters Score -1572025 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1573398.875000 Penalty: 4598.632324
	Iteration 5F: 3 clusters Score -1573399 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1573897.875000 Penalty: 4598.632324
	Iteration 6Q: 3 clusters Score -1573898 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1574065.375000 Penalty: 4598.632324
	Iteration 7Q: 3 clusters Score -1574065 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1574121.125000 Penalty: 4598.632324
	Iteration 8Q: 3 clusters Score -1574121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1574147.375000 Penalty: 4598.632324
	Iteration 9Q: 3 clusters Score -1574147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1574158.875000 Penalty: 4598.632324
	Iteration 10Q: 3 clusters Score -1574159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1574169.000000 Penalty: 4598.632324
	Iteration 11Q: 3 clusters Score -1574169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1574174.125000 Penalty: 4598.632324
	Iteration 12Q: 3 clusters Score -1574174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1574174.375000 Penalty: 4598.632324
	Iteration 13Q: 3 clusters Score -1574174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1574178.875000 Penalty: 4598.632324
	Iteration 14Q: 3 clusters Score -1574179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1574177.500000 Penalty: 4598.632324
	Iteration 15Q: 3 clusters Score -1574178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1574176.875000 Penalty: 4598.632324
	Iteration 16Q: 3 clusters Score -1574177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1574176.875000 Penalty: 4598.632324
	Iteration 17F: 3 clusters Score -1574177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 7839 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 36398 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3395 members 
Entering Unmasked Estep 
Score: -86656832.000000 Penalty: 78829.054688
Splitting cluster 8 changes total score from -86650832.000000 to -86656832.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (7839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Entering Unmasked Estep 
Score: -1137282.250000 Penalty: 2223.782959
	Iteration 0F: 2 clusters Score -1137282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1130985.125000 Penalty: 4447.565918
	Iteration 0F: 3 clusters Score -1130985 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1133122.500000 Penalty: 4447.565918
	Iteration 1F: 3 clusters Score -1133122 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1133810.125000 Penalty: 4447.565918
	Iteration 2F: 3 clusters Score -1133810 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1134383.500000 Penalty: 4447.565918
	Iteration 3F: 3 clusters Score -1134384 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1134836.125000 Penalty: 4447.565918
	Iteration 4F: 3 clusters Score -1134836 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1135239.750000 Penalty: 4447.565918
	Iteration 5F: 3 clusters Score -1135240 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1135655.375000 Penalty: 4447.565918
	Iteration 6F: 3 clusters Score -1135655 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1135960.500000 Penalty: 4447.565918
	Iteration 7Q: 3 clusters Score -1135960 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1136227.750000 Penalty: 4447.565918
	Iteration 8Q: 3 clusters Score -1136228 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1136441.750000 Penalty: 4447.565918
	Iteration 9Q: 3 clusters Score -1136442 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1136635.375000 Penalty: 4447.565918
	Iteration 10Q: 3 clusters Score -1136635 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1136825.125000 Penalty: 4447.565918
	Iteration 11Q: 3 clusters Score -1136825 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1137024.250000 Penalty: 4447.565918
	Iteration 12Q: 3 clusters Score -1137024 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1137277.625000 Penalty: 4447.565918
	Iteration 13Q: 3 clusters Score -1137278 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1137553.375000 Penalty: 4447.565918
	Iteration 14Q: 3 clusters Score -1137553 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1137796.375000 Penalty: 4447.565918
	Iteration 15Q: 3 clusters Score -1137796 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1137919.375000 Penalty: 4447.565918
	Iteration 16Q: 3 clusters Score -1137919 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1137975.375000 Penalty: 4447.565918
	Iteration 17Q: 3 clusters Score -1137975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1138022.375000 Penalty: 4447.565918
	Iteration 18Q: 3 clusters Score -1138022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1138071.250000 Penalty: 4447.565918
	Iteration 19Q: 3 clusters Score -1138071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1138112.000000 Penalty: 4447.565918
	Iteration 20F: 3 clusters Score -1138112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1138149.000000 Penalty: 4447.565918
	Iteration 21Q: 3 clusters Score -1138149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1138181.500000 Penalty: 4447.565918
	Iteration 22Q: 3 clusters Score -1138182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1138198.750000 Penalty: 4447.565918
	Iteration 23Q: 3 clusters Score -1138199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1138214.250000 Penalty: 4447.565918
	Iteration 24Q: 3 clusters Score -1138214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1138228.125000 Penalty: 4447.565918
	Iteration 25Q: 3 clusters Score -1138228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1138235.000000 Penalty: 4447.565918
	Iteration 26Q: 3 clusters Score -1138235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1138241.625000 Penalty: 4447.565918
	Iteration 27Q: 3 clusters Score -1138242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1138246.250000 Penalty: 4447.565918
	Iteration 28Q: 3 clusters Score -1138246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1138251.875000 Penalty: 4447.565918
	Iteration 29Q: 3 clusters Score -1138252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1138255.125000 Penalty: 4447.565918
	Iteration 30Q: 3 clusters Score -1138255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1138264.125000 Penalty: 4447.565918
	Iteration 31Q: 3 clusters Score -1138264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1138269.500000 Penalty: 4447.565918
	Iteration 32Q: 3 clusters Score -1138270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1138272.000000 Penalty: 4447.565918
	Iteration 33Q: 3 clusters Score -1138272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1138276.625000 Penalty: 4447.565918
	Iteration 34Q: 3 clusters Score -1138277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1138279.875000 Penalty: 4447.565918
	Iteration 35Q: 3 clusters Score -1138280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1138280.000000 Penalty: 4447.565918
	Iteration 36Q: 3 clusters Score -1138280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1138285.125000 Penalty: 4447.565918
	Iteration 37Q: 3 clusters Score -1138285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1138286.125000 Penalty: 4447.565918
	Iteration 38Q: 3 clusters Score -1138286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1138286.375000 Penalty: 4447.565918
	Iteration 39Q: 3 clusters Score -1138286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1138288.250000 Penalty: 4447.565918
	Iteration 40F: 3 clusters Score -1138288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1138289.000000 Penalty: 4447.565918
	Iteration 41Q: 3 clusters Score -1138289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1138293.625000 Penalty: 4447.565918
	Iteration 42Q: 3 clusters Score -1138294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1138293.625000 Penalty: 4447.565918
	Iteration 43Q: 3 clusters Score -1138294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1138293.750000 Penalty: 4447.565918
	Iteration 44Q: 3 clusters Score -1138294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1138295.500000 Penalty: 4447.565918
	Iteration 45Q: 3 clusters Score -1138296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1138295.000000 Penalty: 4447.565918
	Iteration 46Q: 3 clusters Score -1138295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1138296.750000 Penalty: 4447.565918
	Iteration 47Q: 3 clusters Score -1138297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1138299.375000 Penalty: 4447.565918
	Iteration 48Q: 3 clusters Score -1138299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1138298.375000 Penalty: 4447.565918
	Iteration 49Q: 3 clusters Score -1138298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1138298.375000 Penalty: 4447.565918
	Iteration 50F: 3 clusters Score -1138298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 36398 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 4361 members 
Entering Unmasked Estep 
Score: -86656664.000000 Penalty: 82113.601562
Splitting cluster 9 changes total score from -86650832.000000 to -86656664.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (121272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121272 members 
Entering Unmasked Estep 
Score: -19103960.000000 Penalty: 2903.036377
	Iteration 0F: 2 clusters Score -1.910396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -19029546.000000 Penalty: 5806.072754
	Iteration 0F: 3 clusters Score -1.902955e+07 nChanged 57795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -19063636.000000 Penalty: 5806.072754
	Iteration 1F: 3 clusters Score -1.906364e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -19065946.000000 Penalty: 5806.072754
	Iteration 2Q: 3 clusters Score -1.906595e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -19069602.000000 Penalty: 5806.072754
	Iteration 3F: 3 clusters Score -1.90696e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -19074894.000000 Penalty: 5806.072754
	Iteration 4F: 3 clusters Score -1.907489e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -19081762.000000 Penalty: 5806.072754
	Iteration 5F: 3 clusters Score -1.908176e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -19089404.000000 Penalty: 5806.072754
	Iteration 6F: 3 clusters Score -1.90894e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -19095542.000000 Penalty: 5806.072754
	Iteration 7F: 3 clusters Score -1.909554e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -19098952.000000 Penalty: 5806.072754
	Iteration 8Q: 3 clusters Score -1.909895e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -19100518.000000 Penalty: 5806.072754
	Iteration 9Q: 3 clusters Score -1.910052e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -19101510.000000 Penalty: 5806.072754
	Iteration 10Q: 3 clusters Score -1.910151e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 91802 members 
Entering Unmasked Estep 
Score: -19102240.000000 Penalty: 5806.072754
	Iteration 11Q: 3 clusters Score -1.910224e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -19102904.000000 Penalty: 5806.072754
	Iteration 12Q: 3 clusters Score -1.91029e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -19103472.000000 Penalty: 5806.072754
	Iteration 13Q: 3 clusters Score -1.910347e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 96299 members 
Entering Unmasked Estep 
Score: -19103914.000000 Penalty: 5806.072754
	Iteration 14Q: 3 clusters Score -1.910391e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -19104312.000000 Penalty: 5806.072754
	Iteration 15Q: 3 clusters Score -1.910431e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 99336 members 
Entering Unmasked Estep 
Score: -19104840.000000 Penalty: 5806.072754
	Iteration 16Q: 3 clusters Score -1.910484e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 100912 members 
Entering Unmasked Estep 
Score: -19104946.000000 Penalty: 5806.072754
	Iteration 17Q: 3 clusters Score -1.910495e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -19105158.000000 Penalty: 5806.072754
	Iteration 18Q: 3 clusters Score -1.910516e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -19105330.000000 Penalty: 5806.072754
	Iteration 19Q: 3 clusters Score -1.910533e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 105953 members 
Entering Unmasked Estep 
Score: -19105422.000000 Penalty: 5806.072754
	Iteration 20F: 3 clusters Score -1.910542e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -19105414.000000 Penalty: 5806.072754
	Iteration 21Q: 3 clusters Score -1.910541e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 109582 members 
Entering Unmasked Estep 
Score: -19105316.000000 Penalty: 5806.072754
	Iteration 22Q: 3 clusters Score -1.910532e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 111253 members 
Entering Unmasked Estep 
Score: -19105196.000000 Penalty: 5806.072754
	Iteration 23Q: 3 clusters Score -1.91052e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -19105064.000000 Penalty: 5806.072754
	Iteration 24Q: 3 clusters Score -1.910506e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 114140 members 
Entering Unmasked Estep 
Score: -19104882.000000 Penalty: 5806.072754
	Iteration 25Q: 3 clusters Score -1.910488e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 115332 members 
Entering Unmasked Estep 
Score: -19104756.000000 Penalty: 5806.072754
	Iteration 26Q: 3 clusters Score -1.910476e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 116285 members 
Entering Unmasked Estep 
Score: -19104494.000000 Penalty: 5806.072754
	Iteration 27Q: 3 clusters Score -1.910449e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -19104390.000000 Penalty: 5806.072754
	Iteration 28Q: 3 clusters Score -1.910439e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 117613 members 
Entering Unmasked Estep 
Score: -19104264.000000 Penalty: 5806.072754
	Iteration 29Q: 3 clusters Score -1.910426e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -19104022.000000 Penalty: 5806.072754
	Iteration 30Q: 3 clusters Score -1.910402e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 118435 members 
Entering Unmasked Estep 
Score: -19103796.000000 Penalty: 5806.072754
	Iteration 31Q: 3 clusters Score -1.91038e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 118697 members 
Entering Unmasked Estep 
Score: -19103726.000000 Penalty: 5806.072754
	Iteration 32Q: 3 clusters Score -1.910373e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -19103624.000000 Penalty: 5806.072754
	Iteration 33Q: 3 clusters Score -1.910362e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 119046 members 
Entering Unmasked Estep 
Score: -19103532.000000 Penalty: 5806.072754
	Iteration 34Q: 3 clusters Score -1.910353e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 119169 members 
Entering Unmasked Estep 
Score: -19103506.000000 Penalty: 5806.072754
	Iteration 35Q: 3 clusters Score -1.910351e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 119278 members 
Entering Unmasked Estep 
Score: -19103452.000000 Penalty: 5806.072754
	Iteration 36Q: 3 clusters Score -1.910345e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 119361 members 
Entering Unmasked Estep 
Score: -19103396.000000 Penalty: 5806.072754
	Iteration 37Q: 3 clusters Score -1.91034e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 119425 members 
Entering Unmasked Estep 
Score: -19103374.000000 Penalty: 5806.072754
	Iteration 38Q: 3 clusters Score -1.910337e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 119485 members 
Entering Unmasked Estep 
Score: -19103362.000000 Penalty: 5806.072754
	Iteration 39Q: 3 clusters Score -1.910336e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -19103348.000000 Penalty: 5806.072754
	Iteration 40F: 3 clusters Score -1.910335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 119574 members 
Entering Unmasked Estep 
Score: -19103312.000000 Penalty: 5806.072754
	Iteration 41Q: 3 clusters Score -1.910331e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 119615 members 
Entering Unmasked Estep 
Score: -19103294.000000 Penalty: 5806.072754
	Iteration 42Q: 3 clusters Score -1.910329e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 119649 members 
Entering Unmasked Estep 
Score: -19103270.000000 Penalty: 5806.072754
	Iteration 43Q: 3 clusters Score -1.910327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 119677 members 
Entering Unmasked Estep 
Score: -19103274.000000 Penalty: 5806.072754
	Iteration 44Q: 3 clusters Score -1.910327e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 119704 members 
Entering Unmasked Estep 
Score: -19103246.000000 Penalty: 5806.072754
	Iteration 45Q: 3 clusters Score -1.910325e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 119726 members 
Entering Unmasked Estep 
Score: -19103226.000000 Penalty: 5806.072754
	Iteration 46Q: 3 clusters Score -1.910323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 119745 members 
Entering Unmasked Estep 
Score: -19103238.000000 Penalty: 5806.072754
	Iteration 47Q: 3 clusters Score -1.910324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 119754 members 
Entering Unmasked Estep 
Score: -19103232.000000 Penalty: 5806.072754
	Iteration 48Q: 3 clusters Score -1.910323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -19103226.000000 Penalty: 5806.072754
	Iteration 49Q: 3 clusters Score -1.910323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 119767 members 
Entering Unmasked Estep 
Score: -19103224.000000 Penalty: 5806.072754
	Iteration 50Q: 3 clusters Score -1.910322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -19103224.000000 Penalty: 5806.072754
	Iteration 51Q: 3 clusters Score -1.910322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 119772 members 
Entering Unmasked Estep 
Score: -19103224.000000 Penalty: 5806.072754
	Iteration 52Q: 3 clusters Score -1.910322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -19103218.000000 Penalty: 5806.072754
	Iteration 53Q: 3 clusters Score -1.910322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -19103226.000000 Penalty: 5806.072754
	Iteration 54Q: 3 clusters Score -1.910323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 119783 members 
Entering Unmasked Estep 
Score: -19103214.000000 Penalty: 5806.072754
	Iteration 55Q: 3 clusters Score -1.910321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 119785 members 
Entering Unmasked Estep 
Score: -19103214.000000 Penalty: 5806.072754
	Iteration 56Q: 3 clusters Score -1.910321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 119789 members 
Entering Unmasked Estep 
Score: -19103222.000000 Penalty: 5806.072754
	Iteration 57Q: 3 clusters Score -1.910322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 119794 members 
Entering Unmasked Estep 
Score: -19103222.000000 Penalty: 5806.072754
	Iteration 58Q: 3 clusters Score -1.910322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -19103242.000000 Penalty: 5806.072754
	Iteration 59Q: 3 clusters Score -1.910324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 119794 members 
Entering Unmasked Estep 
Score: -19103234.000000 Penalty: 5806.072754
	Iteration 60F: 3 clusters Score -1.910323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -19103226.000000 Penalty: 5806.072754
	Iteration 61Q: 3 clusters Score -1.910323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 119794 members 
Entering Unmasked Estep 
Score: -19103228.000000 Penalty: 5806.072754
	Iteration 62Q: 3 clusters Score -1.910323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -19103236.000000 Penalty: 5806.072754
	Iteration 63Q: 3 clusters Score -1.910324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -19103236.000000 Penalty: 5806.072754
	Iteration 64F: 3 clusters Score -1.910324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Entering Unmasked Estep 
Score: -5598332.000000 Penalty: 2604.562744
	Iteration 0F: 2 clusters Score -5598332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -5573738.000000 Penalty: 5209.125488
	Iteration 0F: 3 clusters Score -5573738 nChanged 16342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5583123.500000 Penalty: 5209.125488
	Iteration 1F: 3 clusters Score -5583124 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5584554.500000 Penalty: 5209.125488
	Iteration 2F: 3 clusters Score -5584554 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5587012.500000 Penalty: 5209.125488
	Iteration 3F: 3 clusters Score -5587012 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -5590417.500000 Penalty: 5209.125488
	Iteration 4F: 3 clusters Score -5590418 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -5593463.500000 Penalty: 5209.125488
	Iteration 5F: 3 clusters Score -5593464 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -5595435.000000 Penalty: 5209.125488
	Iteration 6F: 3 clusters Score -5595435 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -5596649.500000 Penalty: 5209.125488
	Iteration 7Q: 3 clusters Score -5596650 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5597429.500000 Penalty: 5209.125488
	Iteration 8Q: 3 clusters Score -5597430 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -5597976.000000 Penalty: 5209.125488
	Iteration 9Q: 3 clusters Score -5597976 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -5598288.000000 Penalty: 5209.125488
	Iteration 10Q: 3 clusters Score -5598288 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -5598498.500000 Penalty: 5209.125488
	Iteration 11Q: 3 clusters Score -5598498 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -5598588.500000 Penalty: 5209.125488
	Iteration 12Q: 3 clusters Score -5598588 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -5598667.000000 Penalty: 5209.125488
	Iteration 13Q: 3 clusters Score -5598667 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -5598716.500000 Penalty: 5209.125488
	Iteration 14Q: 3 clusters Score -5598716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -5598751.000000 Penalty: 5209.125488
	Iteration 15Q: 3 clusters Score -5598751 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -5598784.500000 Penalty: 5209.125488
	Iteration 16Q: 3 clusters Score -5598784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -5598801.000000 Penalty: 5209.125488
	Iteration 17Q: 3 clusters Score -5598801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -5598817.500000 Penalty: 5209.125488
	Iteration 18Q: 3 clusters Score -5598818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -5598817.000000 Penalty: 5209.125488
	Iteration 19Q: 3 clusters Score -5598817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -5598829.000000 Penalty: 5209.125488
	Iteration 20F: 3 clusters Score -5598829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -5598829.000000 Penalty: 5209.125488
	Iteration 21Q: 3 clusters Score -5598829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -5598834.000000 Penalty: 5209.125488
	Iteration 22Q: 3 clusters Score -5598834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -5598840.500000 Penalty: 5209.125488
	Iteration 23Q: 3 clusters Score -5598840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -5598841.500000 Penalty: 5209.125488
	Iteration 24Q: 3 clusters Score -5598842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -5598851.000000 Penalty: 5209.125488
	Iteration 25Q: 3 clusters Score -5598851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -5598843.500000 Penalty: 5209.125488
	Iteration 26Q: 3 clusters Score -5598844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -5598846.500000 Penalty: 5209.125488
	Iteration 27Q: 3 clusters Score -5598846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -5598851.000000 Penalty: 5209.125488
	Iteration 28Q: 3 clusters Score -5598851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5598844.500000 Penalty: 5209.125488
	Iteration 29Q: 3 clusters Score -5598844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5598846.000000 Penalty: 5209.125488
	Iteration 30Q: 3 clusters Score -5598846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -5598846.000000 Penalty: 5209.125488
	Iteration 31F: 3 clusters Score -5598846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 4361 members 
Mstep: Class 26 contains 34755 members 
Entering Unmasked Estep 
Score: -86656608.000000 Penalty: 85398.148438
Splitting cluster 11 changes total score from -86650832.000000 to -86656608.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (23474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Entering Unmasked Estep 
Score: -3652681.500000 Penalty: 2495.784668
	Iteration 0F: 2 clusters Score -3652682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3636452.000000 Penalty: 4991.569336
	Iteration 0F: 3 clusters Score -3636452 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3642399.500000 Penalty: 4991.569336
	Iteration 1F: 3 clusters Score -3642400 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3643287.250000 Penalty: 4991.569336
	Iteration 2F: 3 clusters Score -3643287 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3644232.250000 Penalty: 4991.569336
	Iteration 3F: 3 clusters Score -3644232 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3645361.750000 Penalty: 4991.569336
	Iteration 4F: 3 clusters Score -3645362 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3646835.500000 Penalty: 4991.569336
	Iteration 5F: 3 clusters Score -3646836 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3648412.250000 Penalty: 4991.569336
	Iteration 6F: 3 clusters Score -3648412 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3649751.250000 Penalty: 4991.569336
	Iteration 7F: 3 clusters Score -3649751 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3650692.250000 Penalty: 4991.569336
	Iteration 8Q: 3 clusters Score -3650692 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3651218.250000 Penalty: 4991.569336
	Iteration 9Q: 3 clusters Score -3651218 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3651516.750000 Penalty: 4991.569336
	Iteration 10Q: 3 clusters Score -3651517 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3651708.250000 Penalty: 4991.569336
	Iteration 11Q: 3 clusters Score -3651708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -3651814.000000 Penalty: 4991.569336
	Iteration 12Q: 3 clusters Score -3651814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3651860.000000 Penalty: 4991.569336
	Iteration 13Q: 3 clusters Score -3651860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3651888.750000 Penalty: 4991.569336
	Iteration 14Q: 3 clusters Score -3651889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3651918.250000 Penalty: 4991.569336
	Iteration 15Q: 3 clusters Score -3651918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3651949.500000 Penalty: 4991.569336
	Iteration 16Q: 3 clusters Score -3651950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3651967.250000 Penalty: 4991.569336
	Iteration 17Q: 3 clusters Score -3651967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3651979.250000 Penalty: 4991.569336
	Iteration 18Q: 3 clusters Score -3651979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3651981.250000 Penalty: 4991.569336
	Iteration 19Q: 3 clusters Score -3651981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3651983.250000 Penalty: 4991.569336
	Iteration 20F: 3 clusters Score -3651983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -3651980.000000 Penalty: 4991.569336
	Iteration 21Q: 3 clusters Score -3651980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3651985.250000 Penalty: 4991.569336
	Iteration 22Q: 3 clusters Score -3651985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3651987.750000 Penalty: 4991.569336
	Iteration 23Q: 3 clusters Score -3651988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3651984.500000 Penalty: 4991.569336
	Iteration 24Q: 3 clusters Score -3651984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3651987.000000 Penalty: 4991.569336
	Iteration 25Q: 3 clusters Score -3651987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3651986.250000 Penalty: 4991.569336
	Iteration 26Q: 3 clusters Score -3651986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3651986.250000 Penalty: 4991.569336
	Iteration 27F: 3 clusters Score -3651986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Entering Unmasked Estep 
Score: -268969.125000 Penalty: 1924.490112
	Iteration 0F: 2 clusters Score -268969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -266892.750000 Penalty: 3848.980225
	Iteration 0F: 3 clusters Score -266892.8 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -273894.250000 Penalty: 3848.980225
	Iteration 1F: 3 clusters Score -273894.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -277944.718750 Penalty: 3848.980225
	Iteration 2F: 3 clusters Score -277944.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -278828.125000 Penalty: 3848.980225
	Iteration 3F: 3 clusters Score -278828.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -279460.000000 Penalty: 3848.980225
	Iteration 4Q: 3 clusters Score -279460 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -279898.562500 Penalty: 3848.980225
	Iteration 5Q: 3 clusters Score -279898.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -280173.468750 Penalty: 3848.980225
	Iteration 6Q: 3 clusters Score -280173.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -280356.750000 Penalty: 3848.980225
	Iteration 7Q: 3 clusters Score -280356.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -280447.062500 Penalty: 3848.980225
	Iteration 8Q: 3 clusters Score -280447.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -280532.187500 Penalty: 3848.980225
	Iteration 9Q: 3 clusters Score -280532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -280614.031250 Penalty: 3848.980225
	Iteration 10Q: 3 clusters Score -280614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -280659.250000 Penalty: 3848.980225
	Iteration 11Q: 3 clusters Score -280659.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -280681.843750 Penalty: 3848.980225
	Iteration 12Q: 3 clusters Score -280681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -280688.312500 Penalty: 3848.980225
	Iteration 13Q: 3 clusters Score -280688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -280692.593750 Penalty: 3848.980225
	Iteration 14Q: 3 clusters Score -280692.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -280693.156250 Penalty: 3848.980225
	Iteration 15Q: 3 clusters Score -280693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -280693.156250 Penalty: 3848.980225
	Iteration 16F: 3 clusters Score -280693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 8927 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 4361 members 
Mstep: Class 26 contains 34755 members 
Mstep: Class 27 contains 1098 members 
Entering Unmasked Estep 
Score: -86666816.000000 Penalty: 88682.687500
Splitting cluster 13 changes total score from -86650832.000000 to -86666816.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (8927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Entering Unmasked Estep 
Score: -1332199.625000 Penalty: 2256.015381
	Iteration 0F: 2 clusters Score -1332200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1325291.125000 Penalty: 4512.030762
	Iteration 0F: 3 clusters Score -1325291 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1327733.125000 Penalty: 4512.030762
	Iteration 1F: 3 clusters Score -1327733 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1329643.375000 Penalty: 4512.030762
	Iteration 2F: 3 clusters Score -1329643 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1333232.000000 Penalty: 4512.030762
	Iteration 3F: 3 clusters Score -1333232 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1336049.250000 Penalty: 4512.030762
	Iteration 4F: 3 clusters Score -1336049 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1337588.750000 Penalty: 4512.030762
	Iteration 5F: 3 clusters Score -1337589 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1338493.625000 Penalty: 4512.030762
	Iteration 6F: 3 clusters Score -1338494 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1338861.375000 Penalty: 4512.030762
	Iteration 7Q: 3 clusters Score -1338861 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1338957.750000 Penalty: 4512.030762
	Iteration 8Q: 3 clusters Score -1338958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1338997.500000 Penalty: 4512.030762
	Iteration 9Q: 3 clusters Score -1338998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1339010.375000 Penalty: 4512.030762
	Iteration 10Q: 3 clusters Score -1339010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1339020.625000 Penalty: 4512.030762
	Iteration 11Q: 3 clusters Score -1339021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1339026.125000 Penalty: 4512.030762
	Iteration 12Q: 3 clusters Score -1339026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1339028.875000 Penalty: 4512.030762
	Iteration 13Q: 3 clusters Score -1339029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1339028.875000 Penalty: 4512.030762
	Iteration 14F: 3 clusters Score -1339029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 4361 members 
Mstep: Class 26 contains 34755 members 
Mstep: Class 27 contains 1098 members 
Mstep: Class 28 contains 3106 members 
Entering Unmasked Estep 
Score: -86672624.000000 Penalty: 91967.234375
Splitting cluster 14 changes total score from -86650832.000000 to -86672624.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (158747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158747 members 
Entering Unmasked Estep 
Score: -24954862.000000 Penalty: 2969.816650
	Iteration 0F: 2 clusters Score -2.495486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -24858960.000000 Penalty: 5939.633301
	Iteration 0F: 3 clusters Score -2.485896e+07 nChanged 75751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79817 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -24902432.000000 Penalty: 5939.633301
	Iteration 1F: 3 clusters Score -2.490243e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -24903324.000000 Penalty: 5939.633301
	Iteration 2Q: 3 clusters Score -2.490332e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -24904524.000000 Penalty: 5939.633301
	Iteration 3Q: 3 clusters Score -2.490452e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -24906682.000000 Penalty: 5939.633301
	Iteration 4Q: 3 clusters Score -2.490668e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -24910172.000000 Penalty: 5939.633301
	Iteration 5Q: 3 clusters Score -2.491017e+07 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -24914708.000000 Penalty: 5939.633301
	Iteration 6F: 3 clusters Score -2.491471e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -24921130.000000 Penalty: 5939.633301
	Iteration 7F: 3 clusters Score -2.492113e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83881 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -24928992.000000 Penalty: 5939.633301
	Iteration 8F: 3 clusters Score -2.492899e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -24935584.000000 Penalty: 5939.633301
	Iteration 9F: 3 clusters Score -2.493558e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84448 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -24939232.000000 Penalty: 5939.633301
	Iteration 10F: 3 clusters Score -2.493923e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84540 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -24940842.000000 Penalty: 5939.633301
	Iteration 11Q: 3 clusters Score -2.494084e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -24941456.000000 Penalty: 5939.633301
	Iteration 12Q: 3 clusters Score -2.494146e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -24941826.000000 Penalty: 5939.633301
	Iteration 13Q: 3 clusters Score -2.494183e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -24942038.000000 Penalty: 5939.633301
	Iteration 14Q: 3 clusters Score -2.494204e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -24942190.000000 Penalty: 5939.633301
	Iteration 15Q: 3 clusters Score -2.494219e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83885 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -24942288.000000 Penalty: 5939.633301
	Iteration 16Q: 3 clusters Score -2.494229e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 75067 members 
Entering Unmasked Estep 
Score: -24942464.000000 Penalty: 5939.633301
	Iteration 17Q: 3 clusters Score -2.494246e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -24942712.000000 Penalty: 5939.633301
	Iteration 18Q: 3 clusters Score -2.494271e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -24942784.000000 Penalty: 5939.633301
	Iteration 19Q: 3 clusters Score -2.494278e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83082 members 
Mstep: Class 2 contains 75665 members 
Entering Unmasked Estep 
Score: -24942912.000000 Penalty: 5939.633301
	Iteration 20F: 3 clusters Score -2.494291e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -24943082.000000 Penalty: 5939.633301
	Iteration 21Q: 3 clusters Score -2.494308e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -24943210.000000 Penalty: 5939.633301
	Iteration 22Q: 3 clusters Score -2.494321e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -24943226.000000 Penalty: 5939.633301
	Iteration 23Q: 3 clusters Score -2.494323e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -24943350.000000 Penalty: 5939.633301
	Iteration 24Q: 3 clusters Score -2.494335e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -24943488.000000 Penalty: 5939.633301
	Iteration 25Q: 3 clusters Score -2.494349e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -24943540.000000 Penalty: 5939.633301
	Iteration 26Q: 3 clusters Score -2.494354e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -24943538.000000 Penalty: 5939.633301
	Iteration 27Q: 3 clusters Score -2.494354e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -24943508.000000 Penalty: 5939.633301
	Iteration 28Q: 3 clusters Score -2.494351e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -24943542.000000 Penalty: 5939.633301
	Iteration 29Q: 3 clusters Score -2.494354e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -24943676.000000 Penalty: 5939.633301
	Iteration 30Q: 3 clusters Score -2.494368e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -24943756.000000 Penalty: 5939.633301
	Iteration 31Q: 3 clusters Score -2.494376e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79488 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -24943890.000000 Penalty: 5939.633301
	Iteration 32Q: 3 clusters Score -2.494389e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -24944062.000000 Penalty: 5939.633301
	Iteration 33Q: 3 clusters Score -2.494406e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -24944136.000000 Penalty: 5939.633301
	Iteration 34Q: 3 clusters Score -2.494414e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -24944392.000000 Penalty: 5939.633301
	Iteration 35Q: 3 clusters Score -2.494439e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -24944488.000000 Penalty: 5939.633301
	Iteration 36Q: 3 clusters Score -2.494449e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -24944612.000000 Penalty: 5939.633301
	Iteration 37Q: 3 clusters Score -2.494461e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 83756 members 
Entering Unmasked Estep 
Score: -24944830.000000 Penalty: 5939.633301
	Iteration 38Q: 3 clusters Score -2.494483e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -24945120.000000 Penalty: 5939.633301
	Iteration 39Q: 3 clusters Score -2.494512e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -24945360.000000 Penalty: 5939.633301
	Iteration 40F: 3 clusters Score -2.494536e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -24945788.000000 Penalty: 5939.633301
	Iteration 41Q: 3 clusters Score -2.494579e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 88809 members 
Entering Unmasked Estep 
Score: -24946156.000000 Penalty: 5939.633301
	Iteration 42Q: 3 clusters Score -2.494616e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -24946640.000000 Penalty: 5939.633301
	Iteration 43Q: 3 clusters Score -2.494664e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -24947066.000000 Penalty: 5939.633301
	Iteration 44Q: 3 clusters Score -2.494707e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -24947778.000000 Penalty: 5939.633301
	Iteration 45Q: 3 clusters Score -2.494778e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -24948404.000000 Penalty: 5939.633301
	Iteration 46Q: 3 clusters Score -2.49484e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61096 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -24948922.000000 Penalty: 5939.633301
	Iteration 47Q: 3 clusters Score -2.494892e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -24949580.000000 Penalty: 5939.633301
	Iteration 48Q: 3 clusters Score -2.494958e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -24950160.000000 Penalty: 5939.633301
	Iteration 49Q: 3 clusters Score -2.495016e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -24950732.000000 Penalty: 5939.633301
	Iteration 50Q: 3 clusters Score -2.495073e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -24951108.000000 Penalty: 5939.633301
	Iteration 51Q: 3 clusters Score -2.495111e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -24951448.000000 Penalty: 5939.633301
	Iteration 52Q: 3 clusters Score -2.495145e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 109107 members 
Entering Unmasked Estep 
Score: -24951780.000000 Penalty: 5939.633301
	Iteration 53Q: 3 clusters Score -2.495178e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 110999 members 
Entering Unmasked Estep 
Score: -24952014.000000 Penalty: 5939.633301
	Iteration 54Q: 3 clusters Score -2.495201e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 112869 members 
Entering Unmasked Estep 
Score: -24952268.000000 Penalty: 5939.633301
	Iteration 55Q: 3 clusters Score -2.495227e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 114832 members 
Entering Unmasked Estep 
Score: -24952610.000000 Penalty: 5939.633301
	Iteration 56Q: 3 clusters Score -2.495261e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 116762 members 
Entering Unmasked Estep 
Score: -24952816.000000 Penalty: 5939.633301
	Iteration 57Q: 3 clusters Score -2.495282e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -24953046.000000 Penalty: 5939.633301
	Iteration 58Q: 3 clusters Score -2.495305e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 120558 members 
Entering Unmasked Estep 
Score: -24953298.000000 Penalty: 5939.633301
	Iteration 59Q: 3 clusters Score -2.49533e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -24953416.000000 Penalty: 5939.633301
	Iteration 60F: 3 clusters Score -2.495342e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 124756 members 
Entering Unmasked Estep 
Score: -24953602.000000 Penalty: 5939.633301
	Iteration 61Q: 3 clusters Score -2.49536e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 127094 members 
Entering Unmasked Estep 
Score: -24953768.000000 Penalty: 5939.633301
	Iteration 62Q: 3 clusters Score -2.495377e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 129519 members 
Entering Unmasked Estep 
Score: -24953926.000000 Penalty: 5939.633301
	Iteration 63Q: 3 clusters Score -2.495393e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 132122 members 
Entering Unmasked Estep 
Score: -24953704.000000 Penalty: 5939.633301
	Iteration 64Q: 3 clusters Score -2.49537e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 134938 members 
Entering Unmasked Estep 
Score: -24953684.000000 Penalty: 5939.633301
	Iteration 65Q: 3 clusters Score -2.495368e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 137815 members 
Entering Unmasked Estep 
Score: -24953520.000000 Penalty: 5939.633301
	Iteration 66Q: 3 clusters Score -2.495352e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 140532 members 
Entering Unmasked Estep 
Score: -24953180.000000 Penalty: 5939.633301
	Iteration 67Q: 3 clusters Score -2.495318e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 143181 members 
Entering Unmasked Estep 
Score: -24952948.000000 Penalty: 5939.633301
	Iteration 68Q: 3 clusters Score -2.495295e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 145699 members 
Entering Unmasked Estep 
Score: -24952812.000000 Penalty: 5939.633301
	Iteration 69Q: 3 clusters Score -2.495281e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 147876 members 
Entering Unmasked Estep 
Score: -24952722.000000 Penalty: 5939.633301
	Iteration 70Q: 3 clusters Score -2.495272e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 149731 members 
Entering Unmasked Estep 
Score: -24952770.000000 Penalty: 5939.633301
	Iteration 71Q: 3 clusters Score -2.495277e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 151288 members 
Entering Unmasked Estep 
Score: -24952636.000000 Penalty: 5939.633301
	Iteration 72Q: 3 clusters Score -2.495264e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 152598 members 
Entering Unmasked Estep 
Score: -24952546.000000 Penalty: 5939.633301
	Iteration 73Q: 3 clusters Score -2.495255e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 153642 members 
Entering Unmasked Estep 
Score: -24952554.000000 Penalty: 5939.633301
	Iteration 74Q: 3 clusters Score -2.495255e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 154407 members 
Entering Unmasked Estep 
Score: -24952532.000000 Penalty: 5939.633301
	Iteration 75Q: 3 clusters Score -2.495253e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 154955 members 
Entering Unmasked Estep 
Score: -24952642.000000 Penalty: 5939.633301
	Iteration 76Q: 3 clusters Score -2.495264e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -24952686.000000 Penalty: 5939.633301
	Iteration 77Q: 3 clusters Score -2.495269e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -24952758.000000 Penalty: 5939.633301
	Iteration 78Q: 3 clusters Score -2.495276e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -24952786.000000 Penalty: 5939.633301
	Iteration 79Q: 3 clusters Score -2.495279e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 156103 members 
Entering Unmasked Estep 
Score: -24952978.000000 Penalty: 5939.633301
	Iteration 80F: 3 clusters Score -2.495298e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -24952902.000000 Penalty: 5939.633301
	Iteration 81Q: 3 clusters Score -2.49529e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -24952864.000000 Penalty: 5939.633301
	Iteration 82Q: 3 clusters Score -2.495286e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 157299 members 
Entering Unmasked Estep 
Score: -24952756.000000 Penalty: 5939.633301
	Iteration 83Q: 3 clusters Score -2.495276e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -24952764.000000 Penalty: 5939.633301
	Iteration 84Q: 3 clusters Score -2.495276e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 157640 members 
Entering Unmasked Estep 
Score: -24952664.000000 Penalty: 5939.633301
	Iteration 85Q: 3 clusters Score -2.495266e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 157745 members 
Entering Unmasked Estep 
Score: -24952636.000000 Penalty: 5939.633301
	Iteration 86Q: 3 clusters Score -2.495264e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 157826 members 
Entering Unmasked Estep 
Score: -24952634.000000 Penalty: 5939.633301
	Iteration 87Q: 3 clusters Score -2.495263e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 157884 members 
Entering Unmasked Estep 
Score: -24952638.000000 Penalty: 5939.633301
	Iteration 88Q: 3 clusters Score -2.495264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 157945 members 
Entering Unmasked Estep 
Score: -24952632.000000 Penalty: 5939.633301
	Iteration 89Q: 3 clusters Score -2.495263e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -24952608.000000 Penalty: 5939.633301
	Iteration 90Q: 3 clusters Score -2.495261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 158024 members 
Entering Unmasked Estep 
Score: -24952596.000000 Penalty: 5939.633301
	Iteration 91Q: 3 clusters Score -2.49526e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -24952606.000000 Penalty: 5939.633301
	Iteration 92Q: 3 clusters Score -2.495261e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -24952638.000000 Penalty: 5939.633301
	Iteration 93Q: 3 clusters Score -2.495264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 158097 members 
Entering Unmasked Estep 
Score: -24952666.000000 Penalty: 5939.633301
	Iteration 94Q: 3 clusters Score -2.495267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 158121 members 
Entering Unmasked Estep 
Score: -24952662.000000 Penalty: 5939.633301
	Iteration 95Q: 3 clusters Score -2.495266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -24952682.000000 Penalty: 5939.633301
	Iteration 96Q: 3 clusters Score -2.495268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -24952660.000000 Penalty: 5939.633301
	Iteration 97Q: 3 clusters Score -2.495266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 158167 members 
Entering Unmasked Estep 
Score: -24952658.000000 Penalty: 5939.633301
	Iteration 98Q: 3 clusters Score -2.495266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -24952650.000000 Penalty: 5939.633301
	Iteration 99Q: 3 clusters Score -2.495265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 158175 members 
Entering Unmasked Estep 
Score: -24952662.000000 Penalty: 5939.633301
	Iteration 100F: 3 clusters Score -2.495266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 158177 members 
Entering Unmasked Estep 
Score: -24952660.000000 Penalty: 5939.633301
	Iteration 101Q: 3 clusters Score -2.495266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 158183 members 
Entering Unmasked Estep 
Score: -24952650.000000 Penalty: 5939.633301
	Iteration 102Q: 3 clusters Score -2.495265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 158185 members 
Entering Unmasked Estep 
Score: -24952654.000000 Penalty: 5939.633301
	Iteration 103Q: 3 clusters Score -2.495265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 158188 members 
Entering Unmasked Estep 
Score: -24952648.000000 Penalty: 5939.633301
	Iteration 104Q: 3 clusters Score -2.495265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 158189 members 
Entering Unmasked Estep 
Score: -24952652.000000 Penalty: 5939.633301
	Iteration 105Q: 3 clusters Score -2.495265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -24952650.000000 Penalty: 5939.633301
	Iteration 106Q: 3 clusters Score -2.495265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 158195 members 
Entering Unmasked Estep 
Score: -24952642.000000 Penalty: 5939.633301
	Iteration 107Q: 3 clusters Score -2.495264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 158201 members 
Entering Unmasked Estep 
Score: -24952614.000000 Penalty: 5939.633301
	Iteration 108Q: 3 clusters Score -2.495261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -24952624.000000 Penalty: 5939.633301
	Iteration 109Q: 3 clusters Score -2.495262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -24952632.000000 Penalty: 5939.633301
	Iteration 110Q: 3 clusters Score -2.495263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -24952632.000000 Penalty: 5939.633301
	Iteration 111F: 3 clusters Score -2.495263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1238359.750000 Penalty: 2221.973145
	Iteration 0F: 2 clusters Score -1238360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1232019.750000 Penalty: 4443.946289
	Iteration 0F: 3 clusters Score -1232020 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1233708.125000 Penalty: 4443.946289
	Iteration 1F: 3 clusters Score -1233708 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1233980.000000 Penalty: 4443.946289
	Iteration 2F: 3 clusters Score -1233980 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1234161.750000 Penalty: 4443.946289
	Iteration 3Q: 3 clusters Score -1234162 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1234301.125000 Penalty: 4443.946289
	Iteration 4Q: 3 clusters Score -1234301 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1234400.375000 Penalty: 4443.946289
	Iteration 5Q: 3 clusters Score -1234400 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1234489.125000 Penalty: 4443.946289
	Iteration 6Q: 3 clusters Score -1234489 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1234549.625000 Penalty: 4443.946289
	Iteration 7Q: 3 clusters Score -1234550 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1234611.000000 Penalty: 4443.946289
	Iteration 8Q: 3 clusters Score -1234611 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1234664.000000 Penalty: 4443.946289
	Iteration 9Q: 3 clusters Score -1234664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1234702.750000 Penalty: 4443.946289
	Iteration 10Q: 3 clusters Score -1234703 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1234739.500000 Penalty: 4443.946289
	Iteration 11Q: 3 clusters Score -1234740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1234779.750000 Penalty: 4443.946289
	Iteration 12Q: 3 clusters Score -1234780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1234815.125000 Penalty: 4443.946289
	Iteration 13Q: 3 clusters Score -1234815 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1234848.375000 Penalty: 4443.946289
	Iteration 14Q: 3 clusters Score -1234848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1234886.625000 Penalty: 4443.946289
	Iteration 15Q: 3 clusters Score -1234887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1234940.750000 Penalty: 4443.946289
	Iteration 16Q: 3 clusters Score -1234941 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1235015.625000 Penalty: 4443.946289
	Iteration 17Q: 3 clusters Score -1235016 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1235130.250000 Penalty: 4443.946289
	Iteration 18Q: 3 clusters Score -1235130 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1235245.375000 Penalty: 4443.946289
	Iteration 19Q: 3 clusters Score -1235245 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1235369.375000 Penalty: 4443.946289
	Iteration 20F: 3 clusters Score -1235369 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1235473.625000 Penalty: 4443.946289
	Iteration 21Q: 3 clusters Score -1235474 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1235586.125000 Penalty: 4443.946289
	Iteration 22Q: 3 clusters Score -1235586 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1235669.875000 Penalty: 4443.946289
	Iteration 23Q: 3 clusters Score -1235670 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1235751.250000 Penalty: 4443.946289
	Iteration 24Q: 3 clusters Score -1235751 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1235825.875000 Penalty: 4443.946289
	Iteration 25Q: 3 clusters Score -1235826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1235876.000000 Penalty: 4443.946289
	Iteration 26Q: 3 clusters Score -1235876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1235927.875000 Penalty: 4443.946289
	Iteration 27Q: 3 clusters Score -1235928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1235964.375000 Penalty: 4443.946289
	Iteration 28Q: 3 clusters Score -1235964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1235998.125000 Penalty: 4443.946289
	Iteration 29Q: 3 clusters Score -1235998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1236034.875000 Penalty: 4443.946289
	Iteration 30Q: 3 clusters Score -1236035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1236061.000000 Penalty: 4443.946289
	Iteration 31Q: 3 clusters Score -1236061 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1236086.250000 Penalty: 4443.946289
	Iteration 32Q: 3 clusters Score -1236086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1236107.500000 Penalty: 4443.946289
	Iteration 33Q: 3 clusters Score -1236108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1236126.875000 Penalty: 4443.946289
	Iteration 34Q: 3 clusters Score -1236127 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1236144.625000 Penalty: 4443.946289
	Iteration 35Q: 3 clusters Score -1236145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1236168.875000 Penalty: 4443.946289
	Iteration 36Q: 3 clusters Score -1236169 nChanged 54
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: -1236183.625000 Penalty: 4443.946289
	Iteration 37Q: 3 clusters Score -1236184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1236197.500000 Penalty: 4443.946289
	Iteration 38Q: 3 clusters Score -1236198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1236220.500000 Penalty: 4443.946289
	Iteration 39Q: 3 clusters Score -1236220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1236239.750000 Penalty: 4443.946289
	Iteration 40F: 3 clusters Score -1236240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1236260.375000 Penalty: 4443.946289
	Iteration 41Q: 3 clusters Score -1236260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1236280.625000 Penalty: 4443.946289
	Iteration 42Q: 3 clusters Score -1236281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1236306.000000 Penalty: 4443.946289
	Iteration 43Q: 3 clusters Score -1236306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1236326.000000 Penalty: 4443.946289
	Iteration 44Q: 3 clusters Score -1236326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1236340.625000 Penalty: 4443.946289
	Iteration 45Q: 3 clusters Score -1236341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1236355.125000 Penalty: 4443.946289
	Iteration 46Q: 3 clusters Score -1236355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1236372.875000 Penalty: 4443.946289
	Iteration 47Q: 3 clusters Score -1236373 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1236391.875000 Penalty: 4443.946289
	Iteration 48Q: 3 clusters Score -1236392 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1236413.750000 Penalty: 4443.946289
	Iteration 49Q: 3 clusters Score -1236414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1236435.125000 Penalty: 4443.946289
	Iteration 50Q: 3 clusters Score -1236435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1236458.125000 Penalty: 4443.946289
	Iteration 51Q: 3 clusters Score -1236458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1236478.750000 Penalty: 4443.946289
	Iteration 52Q: 3 clusters Score -1236479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1236511.875000 Penalty: 4443.946289
	Iteration 53Q: 3 clusters Score -1236512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1236538.500000 Penalty: 4443.946289
	Iteration 54Q: 3 clusters Score -1236538 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1236571.750000 Penalty: 4443.946289
	Iteration 55Q: 3 clusters Score -1236572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1236607.000000 Penalty: 4443.946289
	Iteration 56Q: 3 clusters Score -1236607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1236647.875000 Penalty: 4443.946289
	Iteration 57Q: 3 clusters Score -1236648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1236700.875000 Penalty: 4443.946289
	Iteration 58Q: 3 clusters Score -1236701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1236741.375000 Penalty: 4443.946289
	Iteration 59Q: 3 clusters Score -1236741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1236775.875000 Penalty: 4443.946289
	Iteration 60F: 3 clusters Score -1236776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1236807.875000 Penalty: 4443.946289
	Iteration 61Q: 3 clusters Score -1236808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1236839.625000 Penalty: 4443.946289
	Iteration 62Q: 3 clusters Score -1236840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1236868.500000 Penalty: 4443.946289
	Iteration 63Q: 3 clusters Score -1236868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1236884.250000 Penalty: 4443.946289
	Iteration 64Q: 3 clusters Score -1236884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1236894.250000 Penalty: 4443.946289
	Iteration 65Q: 3 clusters Score -1236894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1236909.000000 Penalty: 4443.946289
	Iteration 66Q: 3 clusters Score -1236909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1236923.375000 Penalty: 4443.946289
	Iteration 67Q: 3 clusters Score -1236923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1236937.125000 Penalty: 4443.946289
	Iteration 68Q: 3 clusters Score -1236937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1236948.000000 Penalty: 4443.946289
	Iteration 69Q: 3 clusters Score -1236948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1236955.500000 Penalty: 4443.946289
	Iteration 70Q: 3 clusters Score -1236956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1236964.125000 Penalty: 4443.946289
	Iteration 71Q: 3 clusters Score -1236964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1236968.625000 Penalty: 4443.946289
	Iteration 72Q: 3 clusters Score -1236969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1236971.375000 Penalty: 4443.946289
	Iteration 73Q: 3 clusters Score -1236971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1236971.125000 Penalty: 4443.946289
	Iteration 74Q: 3 clusters Score -1236971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1236973.875000 Penalty: 4443.946289
	Iteration 75Q: 3 clusters Score -1236974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1236974.625000 Penalty: 4443.946289
	Iteration 76Q: 3 clusters Score -1236975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1236974.500000 Penalty: 4443.946289
	Iteration 77Q: 3 clusters Score -1236974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1236979.750000 Penalty: 4443.946289
	Iteration 78Q: 3 clusters Score -1236980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1236981.500000 Penalty: 4443.946289
	Iteration 79Q: 3 clusters Score -1236982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1236985.125000 Penalty: 4443.946289
	Iteration 80F: 3 clusters Score -1236985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1236984.000000 Penalty: 4443.946289
	Iteration 81Q: 3 clusters Score -1236984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1236987.750000 Penalty: 4443.946289
	Iteration 82Q: 3 clusters Score -1236988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1236988.625000 Penalty: 4443.946289
	Iteration 83Q: 3 clusters Score -1236989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1236988.250000 Penalty: 4443.946289
	Iteration 84Q: 3 clusters Score -1236988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1236988.125000 Penalty: 4443.946289
	Iteration 85Q: 3 clusters Score -1236988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1236988.125000 Penalty: 4443.946289
	Iteration 86F: 3 clusters Score -1236988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -118352.781250 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -118352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -116918.429688 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -116918.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -118586.562500 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -118586.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -119676.328125 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -119676.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120227.070312 Penalty: 3459.805176
	Iteration 3F: 3 clusters Score -120227.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -120440.218750 Penalty: 3459.805176
	Iteration 4Q: 3 clusters Score -120440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120460.148438 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -120460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -120477.156250 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -120477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -120482.312500 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -120482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -120482.312500 Penalty: 3459.805176
	Iteration 8F: 3 clusters Score -120482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 4361 members 
Mstep: Class 26 contains 34755 members 
Mstep: Class 27 contains 1098 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 769 members 
Entering Unmasked Estep 
Score: -86673256.000000 Penalty: 95251.773438
Splitting cluster 17 changes total score from -86650832.000000 to -86673256.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (10779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Entering Unmasked Estep 
Score: -1672308.125000 Penalty: 2302.768066
	Iteration 0F: 2 clusters Score -1672308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1664210.125000 Penalty: 4605.536133
	Iteration 0F: 3 clusters Score -1664210 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1666619.375000 Penalty: 4605.536133
	Iteration 1F: 3 clusters Score -1666619 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1667029.875000 Penalty: 4605.536133
	Iteration 2F: 3 clusters Score -1667030 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1667342.750000 Penalty: 4605.536133
	Iteration 3F: 3 clusters Score -1667343 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1667588.125000 Penalty: 4605.536133
	Iteration 4Q: 3 clusters Score -1667588 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1667844.250000 Penalty: 4605.536133
	Iteration 5Q: 3 clusters Score -1667844 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1668118.125000 Penalty: 4605.536133
	Iteration 6Q: 3 clusters Score -1668118 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1668406.375000 Penalty: 4605.536133
	Iteration 7Q: 3 clusters Score -1668406 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1668771.750000 Penalty: 4605.536133
	Iteration 8Q: 3 clusters Score -1668772 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1669099.125000 Penalty: 4605.536133
	Iteration 9Q: 3 clusters Score -1669099 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1669365.125000 Penalty: 4605.536133
	Iteration 10Q: 3 clusters Score -1669365 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1669627.750000 Penalty: 4605.536133
	Iteration 11Q: 3 clusters Score -1669628 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1669864.875000 Penalty: 4605.536133
	Iteration 12Q: 3 clusters Score -1669865 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1670095.125000 Penalty: 4605.536133
	Iteration 13Q: 3 clusters Score -1670095 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1670299.625000 Penalty: 4605.536133
	Iteration 14Q: 3 clusters Score -1670300 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1670444.375000 Penalty: 4605.536133
	Iteration 15Q: 3 clusters Score -1670444 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1670578.750000 Penalty: 4605.536133
	Iteration 16Q: 3 clusters Score -1670579 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1670694.875000 Penalty: 4605.536133
	Iteration 17Q: 3 clusters Score -1670695 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1670804.625000 Penalty: 4605.536133
	Iteration 18Q: 3 clusters Score -1670805 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1670901.125000 Penalty: 4605.536133
	Iteration 19Q: 3 clusters Score -1670901 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1670976.375000 Penalty: 4605.536133
	Iteration 20F: 3 clusters Score -1670976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1671049.250000 Penalty: 4605.536133
	Iteration 21Q: 3 clusters Score -1671049 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1671110.250000 Penalty: 4605.536133
	Iteration 22Q: 3 clusters Score -1671110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1671147.250000 Penalty: 4605.536133
	Iteration 23Q: 3 clusters Score -1671147 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1671175.625000 Penalty: 4605.536133
	Iteration 24Q: 3 clusters Score -1671176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1671191.250000 Penalty: 4605.536133
	Iteration 25Q: 3 clusters Score -1671191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1671211.375000 Penalty: 4605.536133
	Iteration 26Q: 3 clusters Score -1671211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1671224.250000 Penalty: 4605.536133
	Iteration 27Q: 3 clusters Score -1671224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1671230.875000 Penalty: 4605.536133
	Iteration 28Q: 3 clusters Score -1671231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1671242.625000 Penalty: 4605.536133
	Iteration 29Q: 3 clusters Score -1671243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1671253.375000 Penalty: 4605.536133
	Iteration 30Q: 3 clusters Score -1671253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1671258.750000 Penalty: 4605.536133
	Iteration 31Q: 3 clusters Score -1671259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1671271.750000 Penalty: 4605.536133
	Iteration 32Q: 3 clusters Score -1671272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1671275.250000 Penalty: 4605.536133
	Iteration 33Q: 3 clusters Score -1671275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1671276.000000 Penalty: 4605.536133
	Iteration 34Q: 3 clusters Score -1671276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1671282.125000 Penalty: 4605.536133
	Iteration 35Q: 3 clusters Score -1671282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1671282.875000 Penalty: 4605.536133
	Iteration 36Q: 3 clusters Score -1671283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1671289.500000 Penalty: 4605.536133
	Iteration 37Q: 3 clusters Score -1671290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1671293.375000 Penalty: 4605.536133
	Iteration 38Q: 3 clusters Score -1671293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1671297.125000 Penalty: 4605.536133
	Iteration 39Q: 3 clusters Score -1671297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1671299.750000 Penalty: 4605.536133
	Iteration 40F: 3 clusters Score -1671300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1671300.375000 Penalty: 4605.536133
	Iteration 41Q: 3 clusters Score -1671300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1671302.250000 Penalty: 4605.536133
	Iteration 42Q: 3 clusters Score -1671302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1671304.125000 Penalty: 4605.536133
	Iteration 43Q: 3 clusters Score -1671304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1671308.375000 Penalty: 4605.536133
	Iteration 44Q: 3 clusters Score -1671308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1671309.375000 Penalty: 4605.536133
	Iteration 45Q: 3 clusters Score -1671309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1671309.625000 Penalty: 4605.536133
	Iteration 46Q: 3 clusters Score -1671310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1671310.625000 Penalty: 4605.536133
	Iteration 47Q: 3 clusters Score -1671311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1671310.125000 Penalty: 4605.536133
	Iteration 48Q: 3 clusters Score -1671310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1671313.375000 Penalty: 4605.536133
	Iteration 49Q: 3 clusters Score -1671313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1671314.000000 Penalty: 4605.536133
	Iteration 50Q: 3 clusters Score -1671314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1671316.250000 Penalty: 4605.536133
	Iteration 51Q: 3 clusters Score -1671316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1671318.500000 Penalty: 4605.536133
	Iteration 52Q: 3 clusters Score -1671318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1671323.625000 Penalty: 4605.536133
	Iteration 53Q: 3 clusters Score -1671324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1671321.500000 Penalty: 4605.536133
	Iteration 54Q: 3 clusters Score -1671322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1671323.875000 Penalty: 4605.536133
	Iteration 55Q: 3 clusters Score -1671324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1671329.000000 Penalty: 4605.536133
	Iteration 56Q: 3 clusters Score -1671329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1671329.000000 Penalty: 4605.536133
	Iteration 57F: 3 clusters Score -1671329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Entering Unmasked Estep 
Score: -1958531.000000 Penalty: 2344.628906
	Iteration 0F: 2 clusters Score -1958531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1949117.250000 Penalty: 4689.257812
	Iteration 0F: 3 clusters Score -1949117 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1952108.625000 Penalty: 4689.257812
	Iteration 1F: 3 clusters Score -1952109 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1952643.250000 Penalty: 4689.257812
	Iteration 2F: 3 clusters Score -1952643 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1953267.125000 Penalty: 4689.257812
	Iteration 3F: 3 clusters Score -1953267 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1954023.625000 Penalty: 4689.257812
	Iteration 4F: 3 clusters Score -1954024 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1954885.000000 Penalty: 4689.257812
	Iteration 5F: 3 clusters Score -1954885 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1955661.125000 Penalty: 4689.257812
	Iteration 6F: 3 clusters Score -1955661 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1956195.625000 Penalty: 4689.257812
	Iteration 7F: 3 clusters Score -1956196 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1956563.125000 Penalty: 4689.257812
	Iteration 8Q: 3 clusters Score -1956563 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1956837.875000 Penalty: 4689.257812
	Iteration 9Q: 3 clusters Score -1956838 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1957032.000000 Penalty: 4689.257812
	Iteration 10Q: 3 clusters Score -1957032 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1957142.625000 Penalty: 4689.257812
	Iteration 11Q: 3 clusters Score -1957143 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1957222.375000 Penalty: 4689.257812
	Iteration 12Q: 3 clusters Score -1957222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1957263.250000 Penalty: 4689.257812
	Iteration 13Q: 3 clusters Score -1957263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1957299.750000 Penalty: 4689.257812
	Iteration 14Q: 3 clusters Score -1957300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1957329.125000 Penalty: 4689.257812
	Iteration 15Q: 3 clusters Score -1957329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1957353.625000 Penalty: 4689.257812
	Iteration 16Q: 3 clusters Score -1957354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1957375.750000 Penalty: 4689.257812
	Iteration 17Q: 3 clusters Score -1957376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1957384.625000 Penalty: 4689.257812
	Iteration 18Q: 3 clusters Score -1957385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1957396.500000 Penalty: 4689.257812
	Iteration 19Q: 3 clusters Score -1957396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1957410.250000 Penalty: 4689.257812
	Iteration 20F: 3 clusters Score -1957410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1957424.125000 Penalty: 4689.257812
	Iteration 21Q: 3 clusters Score -1957424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1957439.750000 Penalty: 4689.257812
	Iteration 22Q: 3 clusters Score -1957440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1957449.250000 Penalty: 4689.257812
	Iteration 23Q: 3 clusters Score -1957449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1957462.000000 Penalty: 4689.257812
	Iteration 24Q: 3 clusters Score -1957462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1957475.000000 Penalty: 4689.257812
	Iteration 25Q: 3 clusters Score -1957475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1957493.250000 Penalty: 4689.257812
	Iteration 26Q: 3 clusters Score -1957493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1957502.875000 Penalty: 4689.257812
	Iteration 27Q: 3 clusters Score -1957503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1957511.500000 Penalty: 4689.257812
	Iteration 28Q: 3 clusters Score -1957512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1957521.875000 Penalty: 4689.257812
	Iteration 29Q: 3 clusters Score -1957522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1957531.375000 Penalty: 4689.257812
	Iteration 30Q: 3 clusters Score -1957531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1957539.125000 Penalty: 4689.257812
	Iteration 31Q: 3 clusters Score -1957539 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1957547.000000 Penalty: 4689.257812
	Iteration 32Q: 3 clusters Score -1957547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1957554.250000 Penalty: 4689.257812
	Iteration 33Q: 3 clusters Score -1957554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1957560.250000 Penalty: 4689.257812
	Iteration 34Q: 3 clusters Score -1957560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1957566.125000 Penalty: 4689.257812
	Iteration 35Q: 3 clusters Score -1957566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1957575.375000 Penalty: 4689.257812
	Iteration 36Q: 3 clusters Score -1957575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1957583.375000 Penalty: 4689.257812
	Iteration 37Q: 3 clusters Score -1957583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1957590.250000 Penalty: 4689.257812
	Iteration 38Q: 3 clusters Score -1957590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1957594.500000 Penalty: 4689.257812
	Iteration 39Q: 3 clusters Score -1957594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1957598.000000 Penalty: 4689.257812
	Iteration 40F: 3 clusters Score -1957598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1957600.000000 Penalty: 4689.257812
	Iteration 41Q: 3 clusters Score -1957600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1957601.500000 Penalty: 4689.257812
	Iteration 42Q: 3 clusters Score -1957602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1957607.875000 Penalty: 4689.257812
	Iteration 43Q: 3 clusters Score -1957608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1957619.625000 Penalty: 4689.257812
	Iteration 44Q: 3 clusters Score -1957620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1957623.500000 Penalty: 4689.257812
	Iteration 45Q: 3 clusters Score -1957624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1957630.125000 Penalty: 4689.257812
	Iteration 46Q: 3 clusters Score -1957630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1957630.875000 Penalty: 4689.257812
	Iteration 47Q: 3 clusters Score -1957631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1957639.875000 Penalty: 4689.257812
	Iteration 48Q: 3 clusters Score -1957640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1957648.500000 Penalty: 4689.257812
	Iteration 49Q: 3 clusters Score -1957648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1957655.000000 Penalty: 4689.257812
	Iteration 50Q: 3 clusters Score -1957655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1957654.750000 Penalty: 4689.257812
	Iteration 51Q: 3 clusters Score -1957655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1957658.750000 Penalty: 4689.257812
	Iteration 52Q: 3 clusters Score -1957659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1957662.250000 Penalty: 4689.257812
	Iteration 53Q: 3 clusters Score -1957662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1957668.875000 Penalty: 4689.257812
	Iteration 54Q: 3 clusters Score -1957669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1957673.000000 Penalty: 4689.257812
	Iteration 55Q: 3 clusters Score -1957673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1957675.625000 Penalty: 4689.257812
	Iteration 56Q: 3 clusters Score -1957676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1957680.250000 Penalty: 4689.257812
	Iteration 57Q: 3 clusters Score -1957680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1957684.000000 Penalty: 4689.257812
	Iteration 58Q: 3 clusters Score -1957684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1957687.000000 Penalty: 4689.257812
	Iteration 59Q: 3 clusters Score -1957687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1957689.375000 Penalty: 4689.257812
	Iteration 60F: 3 clusters Score -1957689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1957692.875000 Penalty: 4689.257812
	Iteration 61Q: 3 clusters Score -1957693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1957702.125000 Penalty: 4689.257812
	Iteration 62Q: 3 clusters Score -1957702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1957700.875000 Penalty: 4689.257812
	Iteration 63Q: 3 clusters Score -1957701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1957706.000000 Penalty: 4689.257812
	Iteration 64Q: 3 clusters Score -1957706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1957709.625000 Penalty: 4689.257812
	Iteration 65Q: 3 clusters Score -1957710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1957707.250000 Penalty: 4689.257812
	Iteration 66Q: 3 clusters Score -1957707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1957705.375000 Penalty: 4689.257812
	Iteration 67Q: 3 clusters Score -1957705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1957708.500000 Penalty: 4689.257812
	Iteration 68Q: 3 clusters Score -1957708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1957707.500000 Penalty: 4689.257812
	Iteration 69Q: 3 clusters Score -1957708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1957709.875000 Penalty: 4689.257812
	Iteration 70Q: 3 clusters Score -1957710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1957713.625000 Penalty: 4689.257812
	Iteration 71Q: 3 clusters Score -1957714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1957715.000000 Penalty: 4689.257812
	Iteration 72Q: 3 clusters Score -1957715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1957718.000000 Penalty: 4689.257812
	Iteration 73Q: 3 clusters Score -1957718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1957720.625000 Penalty: 4689.257812
	Iteration 74Q: 3 clusters Score -1957721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1957728.500000 Penalty: 4689.257812
	Iteration 75Q: 3 clusters Score -1957728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1957732.750000 Penalty: 4689.257812
	Iteration 76Q: 3 clusters Score -1957733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1957730.875000 Penalty: 4689.257812
	Iteration 77Q: 3 clusters Score -1957731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1957738.500000 Penalty: 4689.257812
	Iteration 78Q: 3 clusters Score -1957738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1957738.375000 Penalty: 4689.257812
	Iteration 79Q: 3 clusters Score -1957738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1957735.500000 Penalty: 4689.257812
	Iteration 80F: 3 clusters Score -1957736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1957742.125000 Penalty: 4689.257812
	Iteration 81Q: 3 clusters Score -1957742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1957741.250000 Penalty: 4689.257812
	Iteration 82Q: 3 clusters Score -1957741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1957745.625000 Penalty: 4689.257812
	Iteration 83Q: 3 clusters Score -1957746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1957751.625000 Penalty: 4689.257812
	Iteration 84Q: 3 clusters Score -1957752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1957752.500000 Penalty: 4689.257812
	Iteration 85Q: 3 clusters Score -1957752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1957755.375000 Penalty: 4689.257812
	Iteration 86Q: 3 clusters Score -1957755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1957754.250000 Penalty: 4689.257812
	Iteration 87Q: 3 clusters Score -1957754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1957759.375000 Penalty: 4689.257812
	Iteration 88Q: 3 clusters Score -1957759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1957765.625000 Penalty: 4689.257812
	Iteration 89Q: 3 clusters Score -1957766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1957767.250000 Penalty: 4689.257812
	Iteration 90Q: 3 clusters Score -1957767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1957776.625000 Penalty: 4689.257812
	Iteration 91Q: 3 clusters Score -1957777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1957781.500000 Penalty: 4689.257812
	Iteration 92Q: 3 clusters Score -1957782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1957783.375000 Penalty: 4689.257812
	Iteration 93Q: 3 clusters Score -1957783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1957795.125000 Penalty: 4689.257812
	Iteration 94Q: 3 clusters Score -1957795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1957804.250000 Penalty: 4689.257812
	Iteration 95Q: 3 clusters Score -1957804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1957805.875000 Penalty: 4689.257812
	Iteration 96Q: 3 clusters Score -1957806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1957810.500000 Penalty: 4689.257812
	Iteration 97Q: 3 clusters Score -1957810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1957819.500000 Penalty: 4689.257812
	Iteration 98Q: 3 clusters Score -1957820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1957826.000000 Penalty: 4689.257812
	Iteration 99Q: 3 clusters Score -1957826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1957830.125000 Penalty: 4689.257812
	Iteration 100F: 3 clusters Score -1957830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1957840.750000 Penalty: 4689.257812
	Iteration 101Q: 3 clusters Score -1957841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1957858.625000 Penalty: 4689.257812
	Iteration 102Q: 3 clusters Score -1957859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1957872.125000 Penalty: 4689.257812
	Iteration 103Q: 3 clusters Score -1957872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1957889.875000 Penalty: 4689.257812
	Iteration 104Q: 3 clusters Score -1957890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1957901.625000 Penalty: 4689.257812
	Iteration 105Q: 3 clusters Score -1957902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1957921.250000 Penalty: 4689.257812
	Iteration 106Q: 3 clusters Score -1957921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1957943.625000 Penalty: 4689.257812
	Iteration 107Q: 3 clusters Score -1957944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1957968.875000 Penalty: 4689.257812
	Iteration 108Q: 3 clusters Score -1957969 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1957984.500000 Penalty: 4689.257812
	Iteration 109Q: 3 clusters Score -1957984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1958008.250000 Penalty: 4689.257812
	Iteration 110Q: 3 clusters Score -1958008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1958036.500000 Penalty: 4689.257812
	Iteration 111Q: 3 clusters Score -1958036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1958052.875000 Penalty: 4689.257812
	Iteration 112Q: 3 clusters Score -1958053 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1958066.375000 Penalty: 4689.257812
	Iteration 113Q: 3 clusters Score -1958066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1958081.750000 Penalty: 4689.257812
	Iteration 114Q: 3 clusters Score -1958082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1958093.250000 Penalty: 4689.257812
	Iteration 115Q: 3 clusters Score -1958093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1958102.750000 Penalty: 4689.257812
	Iteration 116Q: 3 clusters Score -1958103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1958100.500000 Penalty: 4689.257812
	Iteration 117Q: 3 clusters Score -1958100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1958107.625000 Penalty: 4689.257812
	Iteration 118Q: 3 clusters Score -1958108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1958111.750000 Penalty: 4689.257812
	Iteration 119Q: 3 clusters Score -1958112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1958110.375000 Penalty: 4689.257812
	Iteration 120F: 3 clusters Score -1958110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1958115.375000 Penalty: 4689.257812
	Iteration 121Q: 3 clusters Score -1958115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1958116.500000 Penalty: 4689.257812
	Iteration 122Q: 3 clusters Score -1958116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1958116.500000 Penalty: 4689.257812
	Iteration 123F: 3 clusters Score -1958116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Entering Unmasked Estep 
Score: -455347.718750 Penalty: 1997.915161
	Iteration 0F: 2 clusters Score -455347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -451980.875000 Penalty: 3995.830322
	Iteration 0F: 3 clusters Score -451980.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -452937.031250 Penalty: 3995.830322
	Iteration 1F: 3 clusters Score -452937 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -453565.562500 Penalty: 3995.830322
	Iteration 2F: 3 clusters Score -453565.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -454285.906250 Penalty: 3995.830322
	Iteration 3F: 3 clusters Score -454285.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -455087.406250 Penalty: 3995.830322
	Iteration 4F: 3 clusters Score -455087.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -455770.406250 Penalty: 3995.830322
	Iteration 5F: 3 clusters Score -455770.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -456085.843750 Penalty: 3995.830322
	Iteration 6F: 3 clusters Score -456085.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -456211.531250 Penalty: 3995.830322
	Iteration 7Q: 3 clusters Score -456211.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -456244.125000 Penalty: 3995.830322
	Iteration 8Q: 3 clusters Score -456244.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -456257.312500 Penalty: 3995.830322
	Iteration 9Q: 3 clusters Score -456257.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -456266.531250 Penalty: 3995.830322
	Iteration 10Q: 3 clusters Score -456266.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -456272.718750 Penalty: 3995.830322
	Iteration 11Q: 3 clusters Score -456272.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -456275.656250 Penalty: 3995.830322
	Iteration 12Q: 3 clusters Score -456275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -456277.187500 Penalty: 3995.830322
	Iteration 13Q: 3 clusters Score -456277.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -456279.593750 Penalty: 3995.830322
	Iteration 14Q: 3 clusters Score -456279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -456277.968750 Penalty: 3995.830322
	Iteration 15Q: 3 clusters Score -456278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -456279.718750 Penalty: 3995.830322
	Iteration 16Q: 3 clusters Score -456279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -456279.906250 Penalty: 3995.830322
	Iteration 17Q: 3 clusters Score -456279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -456280.875000 Penalty: 3995.830322
	Iteration 18Q: 3 clusters Score -456280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -456281.593750 Penalty: 3995.830322
	Iteration 19Q: 3 clusters Score -456281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -456281.593750 Penalty: 3995.830322
	Iteration 20F: 3 clusters Score -456281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 1000 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 4361 members 
Mstep: Class 26 contains 34755 members 
Mstep: Class 27 contains 1098 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 769 members 
Mstep: Class 30 contains 1090 members 
Entering Unmasked Estep 
Score: -86673184.000000 Penalty: 98536.320312
Splitting cluster 21 changes total score from -86650832.000000 to -86673184.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (1000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Entering Unmasked Estep 
Score: -145956.953125 Penalty: 1713.123291
	Iteration 0F: 2 clusters Score -145957 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 514 members 
Entering Unmasked Estep 
Score: -144016.125000 Penalty: 3426.246582
	Iteration 0F: 3 clusters Score -144016.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144455.015625 Penalty: 3426.246582
	Iteration 1F: 3 clusters Score -144455 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -144811.546875 Penalty: 3426.246582
	Iteration 2F: 3 clusters Score -144811.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -145156.921875 Penalty: 3426.246582
	Iteration 3F: 3 clusters Score -145156.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -145418.984375 Penalty: 3426.246582
	Iteration 4F: 3 clusters Score -145419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -145537.750000 Penalty: 3426.246582
	Iteration 5Q: 3 clusters Score -145537.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -145589.593750 Penalty: 3426.246582
	Iteration 6Q: 3 clusters Score -145589.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -145619.500000 Penalty: 3426.246582
	Iteration 7Q: 3 clusters Score -145619.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -145645.296875 Penalty: 3426.246582
	Iteration 8Q: 3 clusters Score -145645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -145667.671875 Penalty: 3426.246582
	Iteration 9Q: 3 clusters Score -145667.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -145679.484375 Penalty: 3426.246582
	Iteration 10Q: 3 clusters Score -145679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -145682.875000 Penalty: 3426.246582
	Iteration 11F: 3 clusters Score -145682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -145700.484375 Penalty: 3426.246582
	Iteration 12Q: 3 clusters Score -145700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -145728.968750 Penalty: 3426.246582
	Iteration 13Q: 3 clusters Score -145729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -145765.796875 Penalty: 3426.246582
	Iteration 14Q: 3 clusters Score -145765.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -145844.484375 Penalty: 3426.246582
	Iteration 15Q: 3 clusters Score -145844.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -145948.171875 Penalty: 3426.246582
	Iteration 16Q: 3 clusters Score -145948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -146030.937500 Penalty: 3426.246582
	Iteration 17Q: 3 clusters Score -146030.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -146057.171875 Penalty: 3426.246582
	Iteration 18Q: 3 clusters Score -146057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -146083.750000 Penalty: 3426.246582
	Iteration 19Q: 3 clusters Score -146083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -146116.796875 Penalty: 3426.246582
	Iteration 20F: 3 clusters Score -146116.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -146244.375000 Penalty: 3426.246582
	Iteration 21Q: 3 clusters Score -146244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -146411.781250 Penalty: 3426.246582
	Iteration 22Q: 3 clusters Score -146411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -146437.234375 Penalty: 3426.246582
	Iteration 23Q: 3 clusters Score -146437.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -146477.687500 Penalty: 3426.246582
	Iteration 24Q: 3 clusters Score -146477.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -146523.828125 Penalty: 3426.246582
	Iteration 25Q: 3 clusters Score -146523.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -146643.406250 Penalty: 3426.246582
	Iteration 26Q: 3 clusters Score -146643.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -147076.656250 Penalty: 3426.246582
	Iteration 27Q: 3 clusters Score -147076.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -147783.250000 Penalty: 3426.246582
	Iteration 28Q: 3 clusters Score -147783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -147844.046875 Penalty: 3426.246582
	Iteration 29Q: 3 clusters Score -147844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -147866.375000 Penalty: 3426.246582
	Iteration 30Q: 3 clusters Score -147866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -147871.812500 Penalty: 3426.246582
	Iteration 31F: 3 clusters Score -147871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -147875.828125 Penalty: 3426.246582
	Iteration 32Q: 3 clusters Score -147875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -147875.828125 Penalty: 3426.246582
	Iteration 33F: 3 clusters Score -147875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 674 members 
Mstep: Class 23 contains 3021 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 4361 members 
Mstep: Class 26 contains 34755 members 
Mstep: Class 27 contains 1098 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 769 members 
Mstep: Class 30 contains 1090 members 
Mstep: Class 31 contains 326 members 
Entering Unmasked Estep 
Score: -86673648.000000 Penalty: 101820.867188
Splitting cluster 22 changes total score from -86650832.000000 to -86673648.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 402 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 35337 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 7235 members 
Mstep: Class 9 contains 3478 members 
Mstep: Class 10 contains 121272 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 158747 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 10779 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 2063 members 
Mstep: Class 22 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86678696.000000 Penalty: 101820.867188
Iteration 39Q: 32 clusters Score -8.66787e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 401 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 35236 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4079 members 
Mstep: Class 7 contains 42674 members 
Mstep: Class 8 contains 7743 members 
Mstep: Class 9 contains 3623 members 
Mstep: Class 10 contains 120459 members 
Mstep: Class 11 contains 1652 members 
Mstep: Class 12 contains 23443 members 
Mstep: Class 13 contains 1200 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 158529 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 302 members 
Mstep: Class 18 contains 10743 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12708 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 1126 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 4063 members 
Mstep: Class 26 contains 34272 members 
Mstep: Class 27 contains 1095 members 
Mstep: Class 28 contains 2982 members 
Mstep: Class 29 contains 729 members 
Mstep: Class 30 contains 1035 members 
Mstep: Class 31 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86687360.000000 Penalty: 101820.867188
Iteration 40F: 32 clusters Score -8.668736e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 35078 members 
Mstep: Class 3 contains 1715 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4244 members 
Mstep: Class 7 contains 42726 members 
Mstep: Class 8 contains 7937 members 
Mstep: Class 9 contains 3691 members 
Mstep: Class 10 contains 118966 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 23415 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 5974 members 
Mstep: Class 15 contains 157558 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10706 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12662 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 1416 members 
Mstep: Class 23 contains 3475 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 34524 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 4281 members 
Mstep: Class 29 contains 741 members 
Mstep: Class 30 contains 1108 members 
Mstep: Class 31 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86692976.000000 Penalty: 101820.867188
Iteration 41Q: 32 clusters Score -8.669298e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 34979 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4403 members 
Mstep: Class 7 contains 42649 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 117539 members 
Mstep: Class 11 contains 1655 members 
Mstep: Class 12 contains 23396 members 
Mstep: Class 13 contains 1147 members 
Mstep: Class 14 contains 6025 members 
Mstep: Class 15 contains 156807 members 
Mstep: Class 16 contains 8242 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 10681 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12654 members 
Mstep: Class 21 contains 2350 members 
Mstep: Class 22 contains 1591 members 
Mstep: Class 23 contains 3974 members 
Mstep: Class 24 contains 3458 members 
Mstep: Class 25 contains 4209 members 
Mstep: Class 26 contains 34595 members 
Mstep: Class 27 contains 1091 members 
Mstep: Class 28 contains 5214 members 
Mstep: Class 29 contains 739 members 
Mstep: Class 30 contains 1140 members 
Mstep: Class 31 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86695408.000000 Penalty: 101820.867188
Iteration 42Q: 32 clusters Score -8.669541e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 34943 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 2129 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4511 members 
Mstep: Class 7 contains 42524 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 116438 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 23383 members 
Mstep: Class 13 contains 1145 members 
Mstep: Class 14 contains 6038 members 
Mstep: Class 15 contains 156076 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 303 members 
Mstep: Class 18 contains 10675 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12636 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 4352 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 4210 members 
Mstep: Class 26 contains 34563 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 5869 members 
Mstep: Class 29 contains 740 members 
Mstep: Class 30 contains 1165 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86696480.000000 Penalty: 101820.867188
Iteration 43Q: 32 clusters Score -8.669648e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 34928 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 42357 members 
Mstep: Class 8 contains 8341 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 115533 members 
Mstep: Class 11 contains 1708 members 
Mstep: Class 12 contains 23375 members 
Mstep: Class 13 contains 1149 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 155279 members 
Mstep: Class 16 contains 8519 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10669 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12635 members 
Mstep: Class 21 contains 2388 members 
Mstep: Class 22 contains 1749 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 3497 members 
Mstep: Class 25 contains 4190 members 
Mstep: Class 26 contains 34503 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 6334 members 
Mstep: Class 29 contains 739 members 
Mstep: Class 30 contains 1178 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86697232.000000 Penalty: 101820.867188
Iteration 44Q: 32 clusters Score -8.669723e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 34898 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 2106 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 42188 members 
Mstep: Class 8 contains 8439 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 114842 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 23375 members 
Mstep: Class 13 contains 1152 members 
Mstep: Class 14 contains 6043 members 
Mstep: Class 15 contains 154529 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 10667 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12653 members 
Mstep: Class 21 contains 2401 members 
Mstep: Class 22 contains 1795 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 3518 members 
Mstep: Class 25 contains 4151 members 
Mstep: Class 26 contains 34385 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 6696 members 
Mstep: Class 29 contains 736 members 
Mstep: Class 30 contains 1186 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86698320.000000 Penalty: 101820.867188
Iteration 45Q: 32 clusters Score -8.669832e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 34866 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 2101 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4714 members 
Mstep: Class 7 contains 41984 members 
Mstep: Class 8 contains 8504 members 
Mstep: Class 9 contains 3813 members 
Mstep: Class 10 contains 114197 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 23377 members 
Mstep: Class 13 contains 1155 members 
Mstep: Class 14 contains 6041 members 
Mstep: Class 15 contains 153814 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 10670 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12663 members 
Mstep: Class 21 contains 2411 members 
Mstep: Class 22 contains 1823 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 3541 members 
Mstep: Class 25 contains 4135 members 
Mstep: Class 26 contains 34274 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 6952 members 
Mstep: Class 29 contains 738 members 
Mstep: Class 30 contains 1192 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86699080.000000 Penalty: 101820.867188
Iteration 46Q: 32 clusters Score -8.669908e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 34856 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 2098 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4754 members 
Mstep: Class 7 contains 41784 members 
Mstep: Class 8 contains 8552 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 113726 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23379 members 
Mstep: Class 13 contains 1157 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 153044 members 
Mstep: Class 16 contains 8929 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 10668 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12675 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 1840 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 3559 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 34164 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7143 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86699728.000000 Penalty: 101820.867188
Iteration 47Q: 32 clusters Score -8.669973e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 72636 members 
Mstep: Class 2 contains 34858 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 2101 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 41547 members 
Mstep: Class 8 contains 8584 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 113323 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 12 contains 23375 members 
Mstep: Class 13 contains 1157 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 152282 members 
Mstep: Class 16 contains 9048 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 10658 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12677 members 
Mstep: Class 21 contains 2435 members 
Mstep: Class 22 contains 1855 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 4097 members 
Mstep: Class 26 contains 34065 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7285 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86700504.000000 Penalty: 101820.867188
Iteration 48Q: 32 clusters Score -8.67005e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 34855 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 2101 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 41258 members 
Mstep: Class 8 contains 8603 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 113032 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 23371 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 151521 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 10653 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12685 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 5948 members 
Mstep: Class 24 contains 3591 members 
Mstep: Class 25 contains 4075 members 
Mstep: Class 26 contains 33968 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7401 members 
Mstep: Class 29 contains 743 members 
Mstep: Class 30 contains 1199 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701056.000000 Penalty: 101820.867188
Iteration 49Q: 32 clusters Score -8.670106e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 34860 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 2100 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 40954 members 
Mstep: Class 8 contains 8631 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 112773 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23362 members 
Mstep: Class 13 contains 1159 members 
Mstep: Class 14 contains 6046 members 
Mstep: Class 15 contains 150800 members 
Mstep: Class 16 contains 9276 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 10653 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12687 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 6126 members 
Mstep: Class 24 contains 3600 members 
Mstep: Class 25 contains 4058 members 
Mstep: Class 26 contains 33876 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7487 members 
Mstep: Class 29 contains 742 members 
Mstep: Class 30 contains 1204 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701416.000000 Penalty: 101820.867188
Iteration 50Q: 32 clusters Score -8.670142e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 34864 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 2096 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4857 members 
Mstep: Class 7 contains 40608 members 
Mstep: Class 8 contains 8654 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 112609 members 
Mstep: Class 11 contains 1797 members 
Mstep: Class 12 contains 23358 members 
Mstep: Class 13 contains 1161 members 
Mstep: Class 14 contains 6056 members 
Mstep: Class 15 contains 150029 members 
Mstep: Class 16 contains 9377 members 
Mstep: Class 17 contains 305 members 
Mstep: Class 18 contains 10651 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12698 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 1878 members 
Mstep: Class 23 contains 6304 members 
Mstep: Class 24 contains 3611 members 
Mstep: Class 25 contains 4049 members 
Mstep: Class 26 contains 33789 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7556 members 
Mstep: Class 29 contains 745 members 
Mstep: Class 30 contains 1206 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702024.000000 Penalty: 101820.867188
Iteration 51Q: 32 clusters Score -8.670202e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 34865 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4865 members 
Mstep: Class 7 contains 40237 members 
Mstep: Class 8 contains 8668 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 112470 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23359 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 149349 members 
Mstep: Class 16 contains 9481 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10644 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 1887 members 
Mstep: Class 23 contains 6454 members 
Mstep: Class 24 contains 3620 members 
Mstep: Class 25 contains 4028 members 
Mstep: Class 26 contains 33698 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7612 members 
Mstep: Class 29 contains 748 members 
Mstep: Class 30 contains 1212 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702696.000000 Penalty: 101820.867188
Iteration 52Q: 32 clusters Score -8.67027e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 34857 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4879 members 
Mstep: Class 7 contains 39855 members 
Mstep: Class 8 contains 8680 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 112278 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 23356 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 148726 members 
Mstep: Class 16 contains 9597 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 6591 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 4018 members 
Mstep: Class 26 contains 33594 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7663 members 
Mstep: Class 29 contains 749 members 
Mstep: Class 30 contains 1212 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703248.000000 Penalty: 101820.867188
Iteration 53Q: 32 clusters Score -8.670325e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 34851 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4895 members 
Mstep: Class 7 contains 39496 members 
Mstep: Class 8 contains 8684 members 
Mstep: Class 9 contains 3813 members 
Mstep: Class 10 contains 112156 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23355 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 148087 members 
Mstep: Class 16 contains 9721 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10616 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12716 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 1899 members 
Mstep: Class 23 contains 6689 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 3997 members 
Mstep: Class 26 contains 33489 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7705 members 
Mstep: Class 29 contains 751 members 
Mstep: Class 30 contains 1211 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703624.000000 Penalty: 101820.867188
Iteration 54Q: 32 clusters Score -8.670362e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 34839 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4926 members 
Mstep: Class 7 contains 39123 members 
Mstep: Class 8 contains 8691 members 
Mstep: Class 9 contains 3820 members 
Mstep: Class 10 contains 111971 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23350 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 147543 members 
Mstep: Class 16 contains 9838 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10606 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 1904 members 
Mstep: Class 23 contains 6767 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 3989 members 
Mstep: Class 26 contains 33368 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7742 members 
Mstep: Class 29 contains 752 members 
Mstep: Class 30 contains 1212 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703896.000000 Penalty: 101820.867188
Iteration 55Q: 32 clusters Score -8.67039e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 34841 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4957 members 
Mstep: Class 7 contains 38754 members 
Mstep: Class 8 contains 8697 members 
Mstep: Class 9 contains 3823 members 
Mstep: Class 10 contains 111811 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23354 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 147050 members 
Mstep: Class 16 contains 9942 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10595 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12712 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 1908 members 
Mstep: Class 23 contains 6821 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 3981 members 
Mstep: Class 26 contains 33245 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7777 members 
Mstep: Class 29 contains 754 members 
Mstep: Class 30 contains 1212 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704040.000000 Penalty: 101820.867188
Iteration 56Q: 32 clusters Score -8.670404e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 34869 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 4992 members 
Mstep: Class 7 contains 38352 members 
Mstep: Class 8 contains 8702 members 
Mstep: Class 9 contains 3831 members 
Mstep: Class 10 contains 111713 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23347 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 146512 members 
Mstep: Class 16 contains 10035 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10591 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12712 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 1912 members 
Mstep: Class 23 contains 6885 members 
Mstep: Class 24 contains 3670 members 
Mstep: Class 25 contains 3975 members 
Mstep: Class 26 contains 33131 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7797 members 
Mstep: Class 29 contains 755 members 
Mstep: Class 30 contains 1212 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704032.000000 Penalty: 101820.867188
Iteration 57Q: 32 clusters Score -8.670403e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 34877 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5020 members 
Mstep: Class 7 contains 37974 members 
Mstep: Class 8 contains 8700 members 
Mstep: Class 9 contains 3833 members 
Mstep: Class 10 contains 111607 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23341 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 146014 members 
Mstep: Class 16 contains 10123 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10588 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12710 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 1914 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 3971 members 
Mstep: Class 26 contains 33037 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7814 members 
Mstep: Class 29 contains 757 members 
Mstep: Class 30 contains 1212 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703816.000000 Penalty: 101820.867188
Iteration 58Q: 32 clusters Score -8.670382e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 34898 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 2092 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5042 members 
Mstep: Class 7 contains 37580 members 
Mstep: Class 8 contains 8703 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 111565 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23338 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 145515 members 
Mstep: Class 16 contains 10194 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10584 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12711 members 
Mstep: Class 21 contains 2463 members 
Mstep: Class 22 contains 1917 members 
Mstep: Class 23 contains 6955 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 3960 members 
Mstep: Class 26 contains 32933 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7824 members 
Mstep: Class 29 contains 756 members 
Mstep: Class 30 contains 1212 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703792.000000 Penalty: 101820.867188
Iteration 59Q: 32 clusters Score -8.670379e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 362 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 34922 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 37176 members 
Mstep: Class 8 contains 8706 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 111450 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23332 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 145093 members 
Mstep: Class 16 contains 10288 members 
Mstep: Class 17 contains 304 members 
Mstep: Class 18 contains 10581 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12720 members 
Mstep: Class 21 contains 2464 members 
Mstep: Class 22 contains 1915 members 
Mstep: Class 23 contains 6988 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 32825 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7837 members 
Mstep: Class 29 contains 756 members 
Mstep: Class 30 contains 1212 members 
Mstep: Class 31 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704520.000000 Penalty: 101820.867188
Iteration 60F: 32 clusters Score -8.670452e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 343 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 34942 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5079 members 
Mstep: Class 7 contains 36736 members 
Mstep: Class 8 contains 8710 members 
Mstep: Class 9 contains 3841 members 
Mstep: Class 10 contains 111351 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 1158 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 144661 members 
Mstep: Class 16 contains 10371 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 18 contains 10577 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 1916 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 3946 members 
Mstep: Class 26 contains 32723 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7844 members 
Mstep: Class 29 contains 748 members 
Mstep: Class 30 contains 1216 members 
Mstep: Class 31 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705072.000000 Penalty: 101820.867188
Iteration 61Q: 32 clusters Score -8.670507e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 34951 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 36287 members 
Mstep: Class 8 contains 8718 members 
Mstep: Class 9 contains 3840 members 
Mstep: Class 10 contains 111322 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 23330 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 144180 members 
Mstep: Class 16 contains 10447 members 
Mstep: Class 17 contains 316 members 
Mstep: Class 18 contains 10565 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 7024 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 3939 members 
Mstep: Class 26 contains 32643 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7843 members 
Mstep: Class 29 contains 759 members 
Mstep: Class 30 contains 1222 members 
Mstep: Class 31 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705296.000000 Penalty: 101820.867188
Iteration 62Q: 32 clusters Score -8.67053e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 34964 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 35853 members 
Mstep: Class 8 contains 8716 members 
Mstep: Class 9 contains 3842 members 
Mstep: Class 10 contains 111285 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23331 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 143690 members 
Mstep: Class 16 contains 10521 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10565 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12718 members 
Mstep: Class 21 contains 2479 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 7042 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 3928 members 
Mstep: Class 26 contains 32559 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7862 members 
Mstep: Class 29 contains 757 members 
Mstep: Class 30 contains 1226 members 
Mstep: Class 31 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705288.000000 Penalty: 101820.867188
Iteration 63Q: 32 clusters Score -8.670529e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 34965 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5134 members 
Mstep: Class 7 contains 35423 members 
Mstep: Class 8 contains 8715 members 
Mstep: Class 9 contains 3848 members 
Mstep: Class 10 contains 111211 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 23332 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 143158 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10560 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12718 members 
Mstep: Class 21 contains 2482 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 3703 members 
Mstep: Class 25 contains 3922 members 
Mstep: Class 26 contains 32489 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 759 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705544.000000 Penalty: 101820.867188
Iteration 64Q: 32 clusters Score -8.670554e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 34970 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5142 members 
Mstep: Class 7 contains 35007 members 
Mstep: Class 8 contains 8722 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 111146 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 23327 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 142658 members 
Mstep: Class 16 contains 10649 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10557 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12719 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 1926 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 3706 members 
Mstep: Class 25 contains 3912 members 
Mstep: Class 26 contains 32418 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 758 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705768.000000 Penalty: 101820.867188
Iteration 65Q: 32 clusters Score -8.670577e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 34965 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5169 members 
Mstep: Class 7 contains 34587 members 
Mstep: Class 8 contains 8726 members 
Mstep: Class 9 contains 3859 members 
Mstep: Class 10 contains 111024 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 23325 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 142158 members 
Mstep: Class 16 contains 10724 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10552 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 1928 members 
Mstep: Class 23 contains 7018 members 
Mstep: Class 24 contains 3709 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 32347 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7898 members 
Mstep: Class 29 contains 758 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706200.000000 Penalty: 101820.867188
Iteration 66Q: 32 clusters Score -8.67062e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 90519 members 
Mstep: Class 2 contains 34953 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5186 members 
Mstep: Class 7 contains 34187 members 
Mstep: Class 8 contains 8730 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 110928 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 23320 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 141641 members 
Mstep: Class 16 contains 10789 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10544 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12727 members 
Mstep: Class 21 contains 2489 members 
Mstep: Class 22 contains 1933 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 3903 members 
Mstep: Class 26 contains 32290 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7908 members 
Mstep: Class 29 contains 757 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706464.000000 Penalty: 101820.867188
Iteration 67Q: 32 clusters Score -8.670646e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 91578 members 
Mstep: Class 2 contains 34952 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5196 members 
Mstep: Class 7 contains 33790 members 
Mstep: Class 8 contains 8733 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 110854 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 23314 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 141015 members 
Mstep: Class 16 contains 10865 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10535 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12732 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 1937 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 3719 members 
Mstep: Class 25 contains 3898 members 
Mstep: Class 26 contains 32222 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7919 members 
Mstep: Class 29 contains 755 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706544.000000 Penalty: 101820.867188
Iteration 68Q: 32 clusters Score -8.670654e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 34945 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 33385 members 
Mstep: Class 8 contains 8736 members 
Mstep: Class 9 contains 3875 members 
Mstep: Class 10 contains 110792 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 23306 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 140351 members 
Mstep: Class 16 contains 10936 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10525 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12728 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 6998 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 3899 members 
Mstep: Class 26 contains 32165 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7934 members 
Mstep: Class 29 contains 754 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706896.000000 Penalty: 101820.867188
Iteration 69Q: 32 clusters Score -8.67069e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 93749 members 
Mstep: Class 2 contains 34944 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 2067 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 7 contains 32960 members 
Mstep: Class 8 contains 8739 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 110772 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 23302 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 139737 members 
Mstep: Class 16 contains 11016 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10517 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 2489 members 
Mstep: Class 22 contains 1952 members 
Mstep: Class 23 contains 6981 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 32089 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7948 members 
Mstep: Class 29 contains 754 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707216.000000 Penalty: 101820.867188
Iteration 70Q: 32 clusters Score -8.670722e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 34949 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5236 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 8743 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 10 contains 110648 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 23297 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 139173 members 
Mstep: Class 16 contains 11080 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10516 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12721 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 1958 members 
Mstep: Class 23 contains 6964 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 3897 members 
Mstep: Class 26 contains 32027 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7959 members 
Mstep: Class 29 contains 756 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707216.000000 Penalty: 101820.867188
Iteration 71Q: 32 clusters Score -8.670722e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 34973 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 2062 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 32082 members 
Mstep: Class 8 contains 8742 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 10 contains 110416 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 23295 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 138733 members 
Mstep: Class 16 contains 11168 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10506 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12724 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 1966 members 
Mstep: Class 23 contains 6942 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 31964 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7966 members 
Mstep: Class 29 contains 757 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707040.000000 Penalty: 101820.867188
Iteration 72Q: 32 clusters Score -8.670704e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 34979 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2060 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5277 members 
Mstep: Class 7 contains 31646 members 
Mstep: Class 8 contains 8744 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 10 contains 110103 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 23297 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 138427 members 
Mstep: Class 16 contains 11236 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10498 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12737 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 1977 members 
Mstep: Class 23 contains 6943 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 3884 members 
Mstep: Class 26 contains 31899 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7976 members 
Mstep: Class 29 contains 759 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707344.000000 Penalty: 101820.867188
Iteration 73Q: 32 clusters Score -8.670734e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 34974 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2059 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 31200 members 
Mstep: Class 8 contains 8747 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 10 contains 109825 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 23301 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 138122 members 
Mstep: Class 16 contains 11317 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12746 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 6937 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 3877 members 
Mstep: Class 26 contains 31813 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 7986 members 
Mstep: Class 29 contains 760 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707264.000000 Penalty: 101820.867188
Iteration 74Q: 32 clusters Score -8.670726e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 34981 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 2053 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 30792 members 
Mstep: Class 8 contains 8751 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 109519 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 23302 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 137831 members 
Mstep: Class 16 contains 11383 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12753 members 
Mstep: Class 21 contains 2488 members 
Mstep: Class 22 contains 1990 members 
Mstep: Class 23 contains 6938 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 3874 members 
Mstep: Class 26 contains 31718 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 8004 members 
Mstep: Class 29 contains 763 members 
Mstep: Class 30 contains 1229 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707368.000000 Penalty: 101820.867188
Iteration 75Q: 32 clusters Score -8.670737e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 99855 members 
Mstep: Class 2 contains 34998 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 30381 members 
Mstep: Class 8 contains 8764 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 10 contains 109284 members 
Mstep: Class 11 contains 1796 members 
Mstep: Class 12 contains 23307 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6036 members 
Mstep: Class 15 contains 137556 members 
Mstep: Class 16 contains 11469 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12762 members 
Mstep: Class 21 contains 2488 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 3863 members 
Mstep: Class 26 contains 31623 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 8018 members 
Mstep: Class 29 contains 763 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707640.000000 Penalty: 101820.867188
Iteration 76Q: 32 clusters Score -8.670764e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 35007 members 
Mstep: Class 3 contains 1811 members 
Mstep: Class 4 contains 2038 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5284 members 
Mstep: Class 7 contains 30075 members 
Mstep: Class 8 contains 8773 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 10 contains 109048 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6043 members 
Mstep: Class 15 contains 137245 members 
Mstep: Class 16 contains 11548 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10463 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 2493 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 3856 members 
Mstep: Class 26 contains 31553 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 8038 members 
Mstep: Class 29 contains 765 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707424.000000 Penalty: 101820.867188
Iteration 77Q: 32 clusters Score -8.670742e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 101396 members 
Mstep: Class 2 contains 35019 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5290 members 
Mstep: Class 7 contains 29783 members 
Mstep: Class 8 contains 8779 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 108958 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23313 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6038 members 
Mstep: Class 15 contains 136855 members 
Mstep: Class 16 contains 11627 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10452 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12777 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 2006 members 
Mstep: Class 23 contains 6923 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 3849 members 
Mstep: Class 26 contains 31491 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 8065 members 
Mstep: Class 29 contains 771 members 
Mstep: Class 30 contains 1230 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707376.000000 Penalty: 101820.867188
Iteration 78Q: 32 clusters Score -8.670738e+07 nChanged 3171
Entering ConstructFrom: 
Score: -86707376.000000 Penalty: 101820.867188
Entering ConstructFrom: 
Trying to split cluster 1 (102020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102020 members 
Entering Unmasked Estep 
Score: -16105932.000000 Penalty: 2860.165039
	Iteration 0F: 2 clusters Score -1.610593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -16040151.000000 Penalty: 5720.330078
	Iteration 0F: 3 clusters Score -1.604015e+07 nChanged 48052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -16068098.000000 Penalty: 5720.330078
	Iteration 1F: 3 clusters Score -1.60681e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -16069592.000000 Penalty: 5720.330078
	Iteration 2Q: 3 clusters Score -1.606959e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -16071433.000000 Penalty: 5720.330078
	Iteration 3Q: 3 clusters Score -1.607143e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -16073760.000000 Penalty: 5720.330078
	Iteration 4Q: 3 clusters Score -1.607376e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -16076974.000000 Penalty: 5720.330078
	Iteration 5F: 3 clusters Score -1.607697e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -16081031.000000 Penalty: 5720.330078
	Iteration 6F: 3 clusters Score -1.608103e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -16086007.000000 Penalty: 5720.330078
	Iteration 7F: 3 clusters Score -1.608601e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -16090741.000000 Penalty: 5720.330078
	Iteration 8F: 3 clusters Score -1.609074e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -16094456.000000 Penalty: 5720.330078
	Iteration 9Q: 3 clusters Score -1.609446e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -16096915.000000 Penalty: 5720.330078
	Iteration 10Q: 3 clusters Score -1.609692e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -16098335.000000 Penalty: 5720.330078
	Iteration 11Q: 3 clusters Score -1.609834e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -16099339.000000 Penalty: 5720.330078
	Iteration 12Q: 3 clusters Score -1.609934e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -16099989.000000 Penalty: 5720.330078
	Iteration 13Q: 3 clusters Score -1.609999e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -16100754.000000 Penalty: 5720.330078
	Iteration 14Q: 3 clusters Score -1.610075e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91763 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -16101282.000000 Penalty: 5720.330078
	Iteration 15Q: 3 clusters Score -1.610128e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -16101884.000000 Penalty: 5720.330078
	Iteration 16Q: 3 clusters Score -1.610188e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94045 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -16102313.000000 Penalty: 5720.330078
	Iteration 17Q: 3 clusters Score -1.610231e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -16102778.000000 Penalty: 5720.330078
	Iteration 18Q: 3 clusters Score -1.610278e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -16103088.000000 Penalty: 5720.330078
	Iteration 19Q: 3 clusters Score -1.610309e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -16103345.000000 Penalty: 5720.330078
	Iteration 20F: 3 clusters Score -1.610334e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -16103520.000000 Penalty: 5720.330078
	Iteration 21Q: 3 clusters Score -1.610352e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -16103636.000000 Penalty: 5720.330078
	Iteration 22Q: 3 clusters Score -1.610364e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -16103731.000000 Penalty: 5720.330078
	Iteration 23Q: 3 clusters Score -1.610373e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -16103797.000000 Penalty: 5720.330078
	Iteration 24Q: 3 clusters Score -1.61038e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -16103815.000000 Penalty: 5720.330078
	Iteration 25Q: 3 clusters Score -1.610382e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99347 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -16103882.000000 Penalty: 5720.330078
	Iteration 26Q: 3 clusters Score -1.610388e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99556 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -16103917.000000 Penalty: 5720.330078
	Iteration 27Q: 3 clusters Score -1.610392e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -16103952.000000 Penalty: 5720.330078
	Iteration 28Q: 3 clusters Score -1.610395e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -16103995.000000 Penalty: 5720.330078
	Iteration 29Q: 3 clusters Score -1.6104e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -16104018.000000 Penalty: 5720.330078
	Iteration 30Q: 3 clusters Score -1.610402e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -16104041.000000 Penalty: 5720.330078
	Iteration 31Q: 3 clusters Score -1.610404e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100239 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -16104031.000000 Penalty: 5720.330078
	Iteration 32Q: 3 clusters Score -1.610403e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -16104039.000000 Penalty: 5720.330078
	Iteration 33Q: 3 clusters Score -1.610404e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -16104063.000000 Penalty: 5720.330078
	Iteration 34Q: 3 clusters Score -1.610406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -16104066.000000 Penalty: 5720.330078
	Iteration 35Q: 3 clusters Score -1.610407e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100499 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -16104076.000000 Penalty: 5720.330078
	Iteration 36Q: 3 clusters Score -1.610408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -16104066.000000 Penalty: 5720.330078
	Iteration 37Q: 3 clusters Score -1.610407e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16104056.000000 Penalty: 5720.330078
	Iteration 38Q: 3 clusters Score -1.610406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16104055.000000 Penalty: 5720.330078
	Iteration 39Q: 3 clusters Score -1.610406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -16104047.000000 Penalty: 5720.330078
	Iteration 40F: 3 clusters Score -1.610405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16104031.000000 Penalty: 5720.330078
	Iteration 41Q: 3 clusters Score -1.610403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -16104027.000000 Penalty: 5720.330078
	Iteration 42Q: 3 clusters Score -1.610403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100643 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -16104028.000000 Penalty: 5720.330078
	Iteration 43Q: 3 clusters Score -1.610403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16104024.000000 Penalty: 5720.330078
	Iteration 44Q: 3 clusters Score -1.610402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100658 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -16104028.000000 Penalty: 5720.330078
	Iteration 45Q: 3 clusters Score -1.610403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100667 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -16104034.000000 Penalty: 5720.330078
	Iteration 46Q: 3 clusters Score -1.610403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100671 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -16104027.000000 Penalty: 5720.330078
	Iteration 47Q: 3 clusters Score -1.610403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -16104021.000000 Penalty: 5720.330078
	Iteration 48Q: 3 clusters Score -1.610402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100681 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -16104005.000000 Penalty: 5720.330078
	Iteration 49Q: 3 clusters Score -1.6104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -16104003.000000 Penalty: 5720.330078
	Iteration 50Q: 3 clusters Score -1.6104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100686 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -16104005.000000 Penalty: 5720.330078
	Iteration 51Q: 3 clusters Score -1.6104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100691 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -16104014.000000 Penalty: 5720.330078
	Iteration 52Q: 3 clusters Score -1.610401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -16104015.000000 Penalty: 5720.330078
	Iteration 53Q: 3 clusters Score -1.610402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100700 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -16104015.000000 Penalty: 5720.330078
	Iteration 54Q: 3 clusters Score -1.610402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -16104023.000000 Penalty: 5720.330078
	Iteration 55Q: 3 clusters Score -1.610402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -16104031.000000 Penalty: 5720.330078
	Iteration 56Q: 3 clusters Score -1.610403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100712 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -16104020.000000 Penalty: 5720.330078
	Iteration 57Q: 3 clusters Score -1.610402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100717 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -16104022.000000 Penalty: 5720.330078
	Iteration 58Q: 3 clusters Score -1.610402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100724 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -16104018.000000 Penalty: 5720.330078
	Iteration 59Q: 3 clusters Score -1.610402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100732 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -16104024.000000 Penalty: 5720.330078
	Iteration 60F: 3 clusters Score -1.610402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100736 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -16104022.000000 Penalty: 5720.330078
	Iteration 61Q: 3 clusters Score -1.610402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100740 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -16104027.000000 Penalty: 5720.330078
	Iteration 62Q: 3 clusters Score -1.610403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -16104044.000000 Penalty: 5720.330078
	Iteration 63Q: 3 clusters Score -1.610404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100748 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -16104025.000000 Penalty: 5720.330078
	Iteration 64Q: 3 clusters Score -1.610402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -16104034.000000 Penalty: 5720.330078
	Iteration 65Q: 3 clusters Score -1.610403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16104024.000000 Penalty: 5720.330078
	Iteration 66Q: 3 clusters Score -1.610402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -16104024.000000 Penalty: 5720.330078
	Iteration 67F: 3 clusters Score -1.610402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (35028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Entering Unmasked Estep 
Score: -5426537.500000 Penalty: 2595.048096
	Iteration 0F: 2 clusters Score -5426538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -5402583.000000 Penalty: 5190.096191
	Iteration 0F: 3 clusters Score -5402583 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5411408.000000 Penalty: 5190.096191
	Iteration 1F: 3 clusters Score -5411408 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -5411952.000000 Penalty: 5190.096191
	Iteration 2Q: 3 clusters Score -5411952 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -5412578.500000 Penalty: 5190.096191
	Iteration 3Q: 3 clusters Score -5412578 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -5413376.500000 Penalty: 5190.096191
	Iteration 4Q: 3 clusters Score -5413376 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5414753.000000 Penalty: 5190.096191
	Iteration 5F: 3 clusters Score -5414753 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -5416621.000000 Penalty: 5190.096191
	Iteration 6F: 3 clusters Score -5416621 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -5418901.500000 Penalty: 5190.096191
	Iteration 7F: 3 clusters Score -5418902 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -5420898.000000 Penalty: 5190.096191
	Iteration 8F: 3 clusters Score -5420898 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5422275.500000 Penalty: 5190.096191
	Iteration 9Q: 3 clusters Score -5422276 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -5423139.500000 Penalty: 5190.096191
	Iteration 10Q: 3 clusters Score -5423140 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -5423638.500000 Penalty: 5190.096191
	Iteration 11Q: 3 clusters Score -5423638 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -5423924.000000 Penalty: 5190.096191
	Iteration 12Q: 3 clusters Score -5423924 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34519 members 
Entering Unmasked Estep 
Score: -5424050.000000 Penalty: 5190.096191
	Iteration 13Q: 3 clusters Score -5424050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5424125.500000 Penalty: 5190.096191
	Iteration 14Q: 3 clusters Score -5424126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -5424172.000000 Penalty: 5190.096191
	Iteration 15Q: 3 clusters Score -5424172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -5424192.000000 Penalty: 5190.096191
	Iteration 16Q: 3 clusters Score -5424192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -5424200.000000 Penalty: 5190.096191
	Iteration 17Q: 3 clusters Score -5424200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -5424212.500000 Penalty: 5190.096191
	Iteration 18Q: 3 clusters Score -5424212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -5424229.000000 Penalty: 5190.096191
	Iteration 19Q: 3 clusters Score -5424229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -5424239.000000 Penalty: 5190.096191
	Iteration 20F: 3 clusters Score -5424239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5424244.500000 Penalty: 5190.096191
	Iteration 21Q: 3 clusters Score -5424244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -5424252.500000 Penalty: 5190.096191
	Iteration 22Q: 3 clusters Score -5424252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -5424252.500000 Penalty: 5190.096191
	Iteration 23Q: 3 clusters Score -5424252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -5424252.500000 Penalty: 5190.096191
	Iteration 24Q: 3 clusters Score -5424252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5424254.000000 Penalty: 5190.096191
	Iteration 25Q: 3 clusters Score -5424254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -5424253.000000 Penalty: 5190.096191
	Iteration 26Q: 3 clusters Score -5424253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -5424259.000000 Penalty: 5190.096191
	Iteration 27Q: 3 clusters Score -5424259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -5424264.000000 Penalty: 5190.096191
	Iteration 28Q: 3 clusters Score -5424264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -5424264.000000 Penalty: 5190.096191
	Iteration 29F: 3 clusters Score -5424264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -254035.703125 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -254035.7 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 930 members 
Entering Unmasked Estep 
Score: -251661.109375 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -251661.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -252235.265625 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -252235.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -252478.734375 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -252478.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -252645.609375 Penalty: 3721.358154
	Iteration 3F: 3 clusters Score -252645.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -252876.031250 Penalty: 3721.358154
	Iteration 4F: 3 clusters Score -252876 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -253210.000000 Penalty: 3721.358154
	Iteration 5F: 3 clusters Score -253210 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -253473.796875 Penalty: 3721.358154
	Iteration 6F: 3 clusters Score -253473.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -253615.031250 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -253615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -253676.281250 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -253676.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -253729.453125 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -253729.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -253756.437500 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -253756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -253771.937500 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -253771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -253777.500000 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -253777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -253780.718750 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -253780.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -253786.609375 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -253786.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -253789.640625 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -253789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -253790.125000 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -253790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -253789.984375 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -253790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -253789.984375 Penalty: 3721.358154
	Iteration 18F: 3 clusters Score -253790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -283238.812500 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -283238.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280753.968750 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -280754 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -281481.406250 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -281481.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -282223.187500 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -282223.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -283082.343750 Penalty: 3775.473877
	Iteration 3F: 3 clusters Score -283082.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -283662.406250 Penalty: 3775.473877
	Iteration 4F: 3 clusters Score -283662.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -283894.062500 Penalty: 3775.473877
	Iteration 5Q: 3 clusters Score -283894.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -284001.625000 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -284001.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -284029.625000 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -284029.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -284042.531250 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -284042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -284046.843750 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -284046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -284046.843750 Penalty: 3775.473877
	Iteration 10F: 3 clusters Score -284046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 31406 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 8091 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 723 members 
Entering Unmasked Estep 
Score: -86706472.000000 Penalty: 105105.406250
Splitting cluster 4 changes total score from -86707376.000000 to -86706472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -71648.875000 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -71648.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70086.289062 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -70086.29 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -70285.281250 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -70285.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -70368.312500 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -70368.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70416.539062 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -70416.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70448.750000 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -70448.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70483.398438 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -70483.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -70524.710938 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -70524.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70563.304688 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -70563.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70614.007812 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -70614.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -70689.484375 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -70689.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -70785.453125 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -70785.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -70902.546875 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -70902.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71015.695312 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -71015.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71076.390625 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -71076.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -71153.304688 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -71153.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -71270.679688 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -71270.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71412.031250 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -71412.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71550.960938 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -71550.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -71618.804688 Penalty: 3090.318848
	Iteration 18Q: 3 clusters Score -71618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71734.539062 Penalty: 3090.318848
	Iteration 19Q: 3 clusters Score -71734.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -71735.148438 Penalty: 3090.318848
	Iteration 20F: 3 clusters Score -71735.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -71739.101562 Penalty: 3090.318848
	Iteration 21Q: 3 clusters Score -71739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -71739.101562 Penalty: 3090.318848
	Iteration 22F: 3 clusters Score -71739.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 31406 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 8091 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 181 members 
Entering Unmasked Estep 
Score: -86705440.000000 Penalty: 105105.406250
Splitting cluster 5 changes total score from -86707376.000000 to -86705440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (5292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Entering Unmasked Estep 
Score: -807938.625000 Penalty: 2126.340088
	Iteration 0F: 2 clusters Score -807938.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -803222.062500 Penalty: 4252.680176
	Iteration 0F: 3 clusters Score -803222.1 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -804353.687500 Penalty: 4252.680176
	Iteration 1F: 3 clusters Score -804353.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -804608.562500 Penalty: 4252.680176
	Iteration 2F: 3 clusters Score -804608.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -804796.937500 Penalty: 4252.680176
	Iteration 3F: 3 clusters Score -804796.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -804930.250000 Penalty: 4252.680176
	Iteration 4Q: 3 clusters Score -804930.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -805044.250000 Penalty: 4252.680176
	Iteration 5Q: 3 clusters Score -805044.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -805172.750000 Penalty: 4252.680176
	Iteration 6Q: 3 clusters Score -805172.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -805296.750000 Penalty: 4252.680176
	Iteration 7Q: 3 clusters Score -805296.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -805417.937500 Penalty: 4252.680176
	Iteration 8Q: 3 clusters Score -805417.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -805523.062500 Penalty: 4252.680176
	Iteration 9Q: 3 clusters Score -805523.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -805604.937500 Penalty: 4252.680176
	Iteration 10Q: 3 clusters Score -805604.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -805679.187500 Penalty: 4252.680176
	Iteration 11Q: 3 clusters Score -805679.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -805751.437500 Penalty: 4252.680176
	Iteration 12Q: 3 clusters Score -805751.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -805821.875000 Penalty: 4252.680176
	Iteration 13Q: 3 clusters Score -805821.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -805883.250000 Penalty: 4252.680176
	Iteration 14Q: 3 clusters Score -805883.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -805926.562500 Penalty: 4252.680176
	Iteration 15Q: 3 clusters Score -805926.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -805955.187500 Penalty: 4252.680176
	Iteration 16Q: 3 clusters Score -805955.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -805978.250000 Penalty: 4252.680176
	Iteration 17Q: 3 clusters Score -805978.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -806002.500000 Penalty: 4252.680176
	Iteration 18Q: 3 clusters Score -806002.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -806024.375000 Penalty: 4252.680176
	Iteration 19Q: 3 clusters Score -806024.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -806042.750000 Penalty: 4252.680176
	Iteration 20F: 3 clusters Score -806042.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -806060.000000 Penalty: 4252.680176
	Iteration 21Q: 3 clusters Score -806060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -806075.875000 Penalty: 4252.680176
	Iteration 22Q: 3 clusters Score -806075.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -806086.750000 Penalty: 4252.680176
	Iteration 23Q: 3 clusters Score -806086.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -806094.250000 Penalty: 4252.680176
	Iteration 24Q: 3 clusters Score -806094.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -806105.062500 Penalty: 4252.680176
	Iteration 25Q: 3 clusters Score -806105.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -806114.187500 Penalty: 4252.680176
	Iteration 26Q: 3 clusters Score -806114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -806122.375000 Penalty: 4252.680176
	Iteration 27Q: 3 clusters Score -806122.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -806128.187500 Penalty: 4252.680176
	Iteration 28Q: 3 clusters Score -806128.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -806133.062500 Penalty: 4252.680176
	Iteration 29Q: 3 clusters Score -806133.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -806133.312500 Penalty: 4252.680176
	Iteration 30Q: 3 clusters Score -806133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -806137.937500 Penalty: 4252.680176
	Iteration 31Q: 3 clusters Score -806137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -806139.937500 Penalty: 4252.680176
	Iteration 32Q: 3 clusters Score -806139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -806141.062500 Penalty: 4252.680176
	Iteration 33Q: 3 clusters Score -806141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -806141.562500 Penalty: 4252.680176
	Iteration 34Q: 3 clusters Score -806141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -806142.562500 Penalty: 4252.680176
	Iteration 35Q: 3 clusters Score -806142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -806143.750000 Penalty: 4252.680176
	Iteration 36Q: 3 clusters Score -806143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -806144.250000 Penalty: 4252.680176
	Iteration 37Q: 3 clusters Score -806144.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -806143.000000 Penalty: 4252.680176
	Iteration 38Q: 3 clusters Score -806143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -806144.625000 Penalty: 4252.680176
	Iteration 39Q: 3 clusters Score -806144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -806145.125000 Penalty: 4252.680176
	Iteration 40F: 3 clusters Score -806145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -806145.937500 Penalty: 4252.680176
	Iteration 41Q: 3 clusters Score -806145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -806145.937500 Penalty: 4252.680176
	Iteration 42F: 3 clusters Score -806145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Entering Unmasked Estep 
Score: -4638914.000000 Penalty: 2552.502441
	Iteration 0F: 2 clusters Score -4638914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4618683.500000 Penalty: 5105.004883
	Iteration 0F: 3 clusters Score -4618684 nChanged 13275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4626074.000000 Penalty: 5105.004883
	Iteration 1F: 3 clusters Score -4626074 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4626680.500000 Penalty: 5105.004883
	Iteration 2F: 3 clusters Score -4626680 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4627208.000000 Penalty: 5105.004883
	Iteration 3Q: 3 clusters Score -4627208 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -4627760.500000 Penalty: 5105.004883
	Iteration 4Q: 3 clusters Score -4627760 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -4628403.000000 Penalty: 5105.004883
	Iteration 5Q: 3 clusters Score -4628403 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4629118.000000 Penalty: 5105.004883
	Iteration 6Q: 3 clusters Score -4629118 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4629999.000000 Penalty: 5105.004883
	Iteration 7Q: 3 clusters Score -4629999 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4631056.000000 Penalty: 5105.004883
	Iteration 8F: 3 clusters Score -4631056 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4632121.500000 Penalty: 5105.004883
	Iteration 9F: 3 clusters Score -4632122 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4633021.500000 Penalty: 5105.004883
	Iteration 10Q: 3 clusters Score -4633022 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4633634.500000 Penalty: 5105.004883
	Iteration 11Q: 3 clusters Score -4633634 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4634018.500000 Penalty: 5105.004883
	Iteration 12Q: 3 clusters Score -4634018 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4634316.000000 Penalty: 5105.004883
	Iteration 13Q: 3 clusters Score -4634316 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4634506.000000 Penalty: 5105.004883
	Iteration 14Q: 3 clusters Score -4634506 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4634651.000000 Penalty: 5105.004883
	Iteration 15Q: 3 clusters Score -4634651 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4634767.500000 Penalty: 5105.004883
	Iteration 16Q: 3 clusters Score -4634768 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4634902.500000 Penalty: 5105.004883
	Iteration 17Q: 3 clusters Score -4634902 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -4635001.500000 Penalty: 5105.004883
	Iteration 18Q: 3 clusters Score -4635002 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4635096.000000 Penalty: 5105.004883
	Iteration 19Q: 3 clusters Score -4635096 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -4635223.500000 Penalty: 5105.004883
	Iteration 20F: 3 clusters Score -4635224 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4635303.000000 Penalty: 5105.004883
	Iteration 21Q: 3 clusters Score -4635303 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -4635350.000000 Penalty: 5105.004883
	Iteration 22Q: 3 clusters Score -4635350 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4635434.000000 Penalty: 5105.004883
	Iteration 23Q: 3 clusters Score -4635434 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4635494.000000 Penalty: 5105.004883
	Iteration 24Q: 3 clusters Score -4635494 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4635566.000000 Penalty: 5105.004883
	Iteration 25Q: 3 clusters Score -4635566 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4635600.000000 Penalty: 5105.004883
	Iteration 26Q: 3 clusters Score -4635600 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4635626.000000 Penalty: 5105.004883
	Iteration 27Q: 3 clusters Score -4635626 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4635642.500000 Penalty: 5105.004883
	Iteration 28Q: 3 clusters Score -4635642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4635653.500000 Penalty: 5105.004883
	Iteration 29Q: 3 clusters Score -4635654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4635665.000000 Penalty: 5105.004883
	Iteration 30Q: 3 clusters Score -4635665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4635677.500000 Penalty: 5105.004883
	Iteration 31Q: 3 clusters Score -4635678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -4635674.000000 Penalty: 5105.004883
	Iteration 32Q: 3 clusters Score -4635674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4635684.500000 Penalty: 5105.004883
	Iteration 33Q: 3 clusters Score -4635684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -4635691.500000 Penalty: 5105.004883
	Iteration 34Q: 3 clusters Score -4635692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4635686.500000 Penalty: 5105.004883
	Iteration 35Q: 3 clusters Score -4635686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4635702.000000 Penalty: 5105.004883
	Iteration 36Q: 3 clusters Score -4635702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4635703.000000 Penalty: 5105.004883
	Iteration 37Q: 3 clusters Score -4635703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4635698.000000 Penalty: 5105.004883
	Iteration 38Q: 3 clusters Score -4635698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -4635703.000000 Penalty: 5105.004883
	Iteration 39Q: 3 clusters Score -4635703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -4635711.500000 Penalty: 5105.004883
	Iteration 40F: 3 clusters Score -4635712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4635706.500000 Penalty: 5105.004883
	Iteration 41Q: 3 clusters Score -4635706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4635723.500000 Penalty: 5105.004883
	Iteration 42Q: 3 clusters Score -4635724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4635729.500000 Penalty: 5105.004883
	Iteration 43Q: 3 clusters Score -4635730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -4635735.000000 Penalty: 5105.004883
	Iteration 44Q: 3 clusters Score -4635735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -4635732.000000 Penalty: 5105.004883
	Iteration 45Q: 3 clusters Score -4635732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4635738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -4635750.500000 Penalty: 5105.004883
	Iteration 47Q: 3 clusters Score -4635750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -4635746.500000 Penalty: 5105.004883
	Iteration 48Q: 3 clusters Score -4635746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4635748.500000 Penalty: 5105.004883
	Iteration 49Q: 3 clusters Score -4635748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4635746.500000 Penalty: 5105.004883
	Iteration 50Q: 3 clusters Score -4635746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -4635739.000000 Penalty: 5105.004883
	Iteration 51Q: 3 clusters Score -4635739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4635753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4635757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4635753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4635763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4635772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4635770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4635762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4635765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4635776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4635772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4635770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4635776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4635782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4635792.000000 Penalty: 5105.004883
	Iteration 65Q: 3 clusters Score -4635792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4635782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4635770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4635784.000000 Penalty: 5105.004883
	Iteration 68Q: 3 clusters Score -4635784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4635787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4635802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4635808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4635812 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -4635816.500000 Penalty: 5105.004883
	Iteration 73Q: 3 clusters Score -4635816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4635811.500000 Penalty: 5105.004883
	Iteration 74Q: 3 clusters Score -4635812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4635812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -4635817.000000 Penalty: 5105.004883
	Iteration 76Q: 3 clusters Score -4635817 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4635831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4635832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4635835.000000 Penalty: 5105.004883
	Iteration 79Q: 3 clusters Score -4635835 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4635835.000000 Penalty: 5105.004883
	Iteration 80F: 3 clusters Score -4635835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4635834.500000 Penalty: 5105.004883
	Iteration 81Q: 3 clusters Score -4635834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4635842.000000 Penalty: 5105.004883
	Iteration 82Q: 3 clusters Score -4635842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -4635836.500000 Penalty: 5105.004883
	Iteration 83Q: 3 clusters Score -4635836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4635848.500000 Penalty: 5105.004883
	Iteration 84Q: 3 clusters Score -4635848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4635847.000000 Penalty: 5105.004883
	Iteration 85Q: 3 clusters Score -4635847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4635858.500000 Penalty: 5105.004883
	Iteration 86Q: 3 clusters Score -4635858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4635867.000000 Penalty: 5105.004883
	Iteration 87Q: 3 clusters Score -4635867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -4635873.500000 Penalty: 5105.004883
	Iteration 88Q: 3 clusters Score -4635874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -4635886.000000 Penalty: 5105.004883
	Iteration 89Q: 3 clusters Score -4635886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4635885.000000 Penalty: 5105.004883
	Iteration 90Q: 3 clusters Score -4635885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4635886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4635886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4635893.500000 Penalty: 5105.004883
	Iteration 93Q: 3 clusters Score -4635894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4635889.000000 Penalty: 5105.004883
	Iteration 94Q: 3 clusters Score -4635889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4635885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4635892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -4635882.500000 Penalty: 5105.004883
	Iteration 97Q: 3 clusters Score -4635882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4635882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4635890.000000 Penalty: 5105.004883
	Iteration 99Q: 3 clusters Score -4635890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4635892.500000 Penalty: 5105.004883
	Iteration 100F: 3 clusters Score -4635892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4635893.500000 Penalty: 5105.004883
	Iteration 101Q: 3 clusters Score -4635894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4635893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -4635902.000000 Penalty: 5105.004883
	Iteration 103Q: 3 clusters Score -4635902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4635901.000000 Penalty: 5105.004883
	Iteration 104Q: 3 clusters Score -4635901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4635898 nChanged 13
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Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -4635906.000000 Penalty: 5105.004883
	Iteration 106Q: 3 clusters Score -4635906 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4635903 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4635900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4635884 nChanged 18
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Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4635885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4635890.000000 Penalty: 5105.004883
	Iteration 111Q: 3 clusters Score -4635890 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4635888.000000 Penalty: 5105.004883
	Iteration 112Q: 3 clusters Score -4635888 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4635899 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4635896 nChanged 14
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Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4635900 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4635892.500000 Penalty: 5105.004883
	Iteration 116Q: 3 clusters Score -4635892 nChanged 9
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Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4635899 nChanged 8
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Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4635898 nChanged 11
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Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4635900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4635900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4635904.500000 Penalty: 5105.004883
	Iteration 121Q: 3 clusters Score -4635904 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4635903 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4635902 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4635902 nChanged 4
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Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4635905.000000 Penalty: 5105.004883
	Iteration 125Q: 3 clusters Score -4635905 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4635904 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4635908 nChanged 4
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Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4635905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4635906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4635907 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16200 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4635908 nChanged 0
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Mstep: Class 1 contains 16200 members 
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Entering Unmasked Estep 
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	Iteration 132F: 3 clusters Score -4635908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -1318027.500000 Penalty: 2252.010498
	Iteration 0F: 2 clusters Score -1318028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1311182.125000 Penalty: 4504.020996
	Iteration 0F: 3 clusters Score -1311182 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1313118.375000 Penalty: 4504.020996
	Iteration 1F: 3 clusters Score -1313118 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1313425.000000 Penalty: 4504.020996
	Iteration 2F: 3 clusters Score -1313425 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1313647.000000 Penalty: 4504.020996
	Iteration 3F: 3 clusters Score -1313647 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1313834.875000 Penalty: 4504.020996
	Iteration 4Q: 3 clusters Score -1313835 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1313986.375000 Penalty: 4504.020996
	Iteration 5Q: 3 clusters Score -1313986 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1314096.250000 Penalty: 4504.020996
	Iteration 6Q: 3 clusters Score -1314096 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1314191.625000 Penalty: 4504.020996
	Iteration 7Q: 3 clusters Score -1314192 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1314282.875000 Penalty: 4504.020996
	Iteration 8Q: 3 clusters Score -1314283 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1314363.250000 Penalty: 4504.020996
	Iteration 9Q: 3 clusters Score -1314363 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1314436.250000 Penalty: 4504.020996
	Iteration 10Q: 3 clusters Score -1314436 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1314505.875000 Penalty: 4504.020996
	Iteration 11Q: 3 clusters Score -1314506 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1314573.125000 Penalty: 4504.020996
	Iteration 12Q: 3 clusters Score -1314573 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1314647.875000 Penalty: 4504.020996
	Iteration 13Q: 3 clusters Score -1314648 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1314727.250000 Penalty: 4504.020996
	Iteration 14Q: 3 clusters Score -1314727 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1314840.250000 Penalty: 4504.020996
	Iteration 15Q: 3 clusters Score -1314840 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1314972.000000 Penalty: 4504.020996
	Iteration 16Q: 3 clusters Score -1314972 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1315099.500000 Penalty: 4504.020996
	Iteration 17Q: 3 clusters Score -1315100 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1315265.875000 Penalty: 4504.020996
	Iteration 18Q: 3 clusters Score -1315266 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1315425.125000 Penalty: 4504.020996
	Iteration 19Q: 3 clusters Score -1315425 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1315578.250000 Penalty: 4504.020996
	Iteration 20F: 3 clusters Score -1315578 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1315750.000000 Penalty: 4504.020996
	Iteration 21Q: 3 clusters Score -1315750 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1315898.000000 Penalty: 4504.020996
	Iteration 22Q: 3 clusters Score -1315898 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1316016.125000 Penalty: 4504.020996
	Iteration 23Q: 3 clusters Score -1316016 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1316105.250000 Penalty: 4504.020996
	Iteration 24Q: 3 clusters Score -1316105 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1316169.375000 Penalty: 4504.020996
	Iteration 25Q: 3 clusters Score -1316169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1316214.625000 Penalty: 4504.020996
	Iteration 26Q: 3 clusters Score -1316215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1316250.000000 Penalty: 4504.020996
	Iteration 27Q: 3 clusters Score -1316250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1316289.375000 Penalty: 4504.020996
	Iteration 28Q: 3 clusters Score -1316289 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1316319.125000 Penalty: 4504.020996
	Iteration 29Q: 3 clusters Score -1316319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1316339.375000 Penalty: 4504.020996
	Iteration 30Q: 3 clusters Score -1316339 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1316356.625000 Penalty: 4504.020996
	Iteration 31Q: 3 clusters Score -1316357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1316362.750000 Penalty: 4504.020996
	Iteration 32Q: 3 clusters Score -1316363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1316371.750000 Penalty: 4504.020996
	Iteration 33Q: 3 clusters Score -1316372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1316377.000000 Penalty: 4504.020996
	Iteration 34Q: 3 clusters Score -1316377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1316385.250000 Penalty: 4504.020996
	Iteration 35Q: 3 clusters Score -1316385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1316387.625000 Penalty: 4504.020996
	Iteration 36Q: 3 clusters Score -1316388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1316389.375000 Penalty: 4504.020996
	Iteration 37Q: 3 clusters Score -1316389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1316386.625000 Penalty: 4504.020996
	Iteration 38Q: 3 clusters Score -1316387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1316391.125000 Penalty: 4504.020996
	Iteration 39Q: 3 clusters Score -1316391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1316392.750000 Penalty: 4504.020996
	Iteration 40F: 3 clusters Score -1316393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1316394.250000 Penalty: 4504.020996
	Iteration 41Q: 3 clusters Score -1316394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1316394.875000 Penalty: 4504.020996
	Iteration 42Q: 3 clusters Score -1316395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1316394.625000 Penalty: 4504.020996
	Iteration 43Q: 3 clusters Score -1316395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1316393.250000 Penalty: 4504.020996
	Iteration 44Q: 3 clusters Score -1316393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1316394.625000 Penalty: 4504.020996
	Iteration 45Q: 3 clusters Score -1316395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1316394.250000 Penalty: 4504.020996
	Iteration 46Q: 3 clusters Score -1316394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1316393.875000 Penalty: 4504.020996
	Iteration 47Q: 3 clusters Score -1316394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1316393.500000 Penalty: 4504.020996
	Iteration 48Q: 3 clusters Score -1316394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1316393.500000 Penalty: 4504.020996
	Iteration 49F: 3 clusters Score -1316394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -566997.625000 Penalty: 2049.178711
	Iteration 0F: 2 clusters Score -566997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -563223.625000 Penalty: 4098.357422
	Iteration 0F: 3 clusters Score -563223.6 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -564058.687500 Penalty: 4098.357422
	Iteration 1F: 3 clusters Score -564058.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -564247.937500 Penalty: 4098.357422
	Iteration 2F: 3 clusters Score -564247.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -564375.062500 Penalty: 4098.357422
	Iteration 3Q: 3 clusters Score -564375.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -564475.437500 Penalty: 4098.357422
	Iteration 4Q: 3 clusters Score -564475.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -564548.562500 Penalty: 4098.357422
	Iteration 5Q: 3 clusters Score -564548.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -564619.687500 Penalty: 4098.357422
	Iteration 6Q: 3 clusters Score -564619.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -564700.437500 Penalty: 4098.357422
	Iteration 7Q: 3 clusters Score -564700.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -564824.937500 Penalty: 4098.357422
	Iteration 8Q: 3 clusters Score -564824.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -564949.875000 Penalty: 4098.357422
	Iteration 9Q: 3 clusters Score -564949.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -565037.437500 Penalty: 4098.357422
	Iteration 10Q: 3 clusters Score -565037.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -565126.000000 Penalty: 4098.357422
	Iteration 11Q: 3 clusters Score -565126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -565185.625000 Penalty: 4098.357422
	Iteration 12Q: 3 clusters Score -565185.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -565223.687500 Penalty: 4098.357422
	Iteration 13Q: 3 clusters Score -565223.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -565257.687500 Penalty: 4098.357422
	Iteration 14Q: 3 clusters Score -565257.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -565288.250000 Penalty: 4098.357422
	Iteration 15Q: 3 clusters Score -565288.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -565314.875000 Penalty: 4098.357422
	Iteration 16Q: 3 clusters Score -565314.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -565339.125000 Penalty: 4098.357422
	Iteration 17Q: 3 clusters Score -565339.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -565358.625000 Penalty: 4098.357422
	Iteration 18Q: 3 clusters Score -565358.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -565375.500000 Penalty: 4098.357422
	Iteration 19Q: 3 clusters Score -565375.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -565391.625000 Penalty: 4098.357422
	Iteration 20F: 3 clusters Score -565391.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -565405.875000 Penalty: 4098.357422
	Iteration 21Q: 3 clusters Score -565405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -565414.500000 Penalty: 4098.357422
	Iteration 22Q: 3 clusters Score -565414.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -565423.000000 Penalty: 4098.357422
	Iteration 23Q: 3 clusters Score -565423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -565429.750000 Penalty: 4098.357422
	Iteration 24Q: 3 clusters Score -565429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -565436.312500 Penalty: 4098.357422
	Iteration 25Q: 3 clusters Score -565436.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -565441.125000 Penalty: 4098.357422
	Iteration 26Q: 3 clusters Score -565441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -565445.875000 Penalty: 4098.357422
	Iteration 27Q: 3 clusters Score -565445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -565448.875000 Penalty: 4098.357422
	Iteration 28Q: 3 clusters Score -565448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -565451.375000 Penalty: 4098.357422
	Iteration 29Q: 3 clusters Score -565451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -565452.062500 Penalty: 4098.357422
	Iteration 30Q: 3 clusters Score -565452.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -565454.250000 Penalty: 4098.357422
	Iteration 31Q: 3 clusters Score -565454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -565458.250000 Penalty: 4098.357422
	Iteration 32Q: 3 clusters Score -565458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -565460.500000 Penalty: 4098.357422
	Iteration 33Q: 3 clusters Score -565460.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -565462.625000 Penalty: 4098.357422
	Iteration 34Q: 3 clusters Score -565462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -565464.187500 Penalty: 4098.357422
	Iteration 35Q: 3 clusters Score -565464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -565467.750000 Penalty: 4098.357422
	Iteration 36Q: 3 clusters Score -565467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -565472.500000 Penalty: 4098.357422
	Iteration 37Q: 3 clusters Score -565472.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -565481.000000 Penalty: 4098.357422
	Iteration 38Q: 3 clusters Score -565481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -565486.500000 Penalty: 4098.357422
	Iteration 39Q: 3 clusters Score -565486.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -565490.750000 Penalty: 4098.357422
	Iteration 40F: 3 clusters Score -565490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -565493.687500 Penalty: 4098.357422
	Iteration 41Q: 3 clusters Score -565493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -565497.625000 Penalty: 4098.357422
	Iteration 42Q: 3 clusters Score -565497.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -565499.250000 Penalty: 4098.357422
	Iteration 43Q: 3 clusters Score -565499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -565504.625000 Penalty: 4098.357422
	Iteration 44Q: 3 clusters Score -565504.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -565509.437500 Penalty: 4098.357422
	Iteration 45Q: 3 clusters Score -565509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -565512.562500 Penalty: 4098.357422
	Iteration 46Q: 3 clusters Score -565512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -565516.687500 Penalty: 4098.357422
	Iteration 47Q: 3 clusters Score -565516.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -565519.875000 Penalty: 4098.357422
	Iteration 48Q: 3 clusters Score -565519.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -565521.687500 Penalty: 4098.357422
	Iteration 49Q: 3 clusters Score -565521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -565522.812500 Penalty: 4098.357422
	Iteration 50Q: 3 clusters Score -565522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -565525.750000 Penalty: 4098.357422
	Iteration 51Q: 3 clusters Score -565525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -565526.812500 Penalty: 4098.357422
	Iteration 52Q: 3 clusters Score -565526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -565529.937500 Penalty: 4098.357422
	Iteration 53Q: 3 clusters Score -565529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -565533.562500 Penalty: 4098.357422
	Iteration 54Q: 3 clusters Score -565533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -565538.875000 Penalty: 4098.357422
	Iteration 55Q: 3 clusters Score -565538.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -565545.750000 Penalty: 4098.357422
	Iteration 56Q: 3 clusters Score -565545.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -565549.625000 Penalty: 4098.357422
	Iteration 57Q: 3 clusters Score -565549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -565552.937500 Penalty: 4098.357422
	Iteration 58Q: 3 clusters Score -565552.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -565558.375000 Penalty: 4098.357422
	Iteration 59Q: 3 clusters Score -565558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -565562.812500 Penalty: 4098.357422
	Iteration 60F: 3 clusters Score -565562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -565568.500000 Penalty: 4098.357422
	Iteration 61Q: 3 clusters Score -565568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -565573.312500 Penalty: 4098.357422
	Iteration 62Q: 3 clusters Score -565573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -565579.437500 Penalty: 4098.357422
	Iteration 63Q: 3 clusters Score -565579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -565584.812500 Penalty: 4098.357422
	Iteration 64Q: 3 clusters Score -565584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -565588.312500 Penalty: 4098.357422
	Iteration 65Q: 3 clusters Score -565588.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -565592.250000 Penalty: 4098.357422
	Iteration 66Q: 3 clusters Score -565592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -565596.625000 Penalty: 4098.357422
	Iteration 67Q: 3 clusters Score -565596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -565598.125000 Penalty: 4098.357422
	Iteration 68Q: 3 clusters Score -565598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -565600.062500 Penalty: 4098.357422
	Iteration 69Q: 3 clusters Score -565600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -565603.437500 Penalty: 4098.357422
	Iteration 70Q: 3 clusters Score -565603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -565607.375000 Penalty: 4098.357422
	Iteration 71Q: 3 clusters Score -565607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -565609.500000 Penalty: 4098.357422
	Iteration 72Q: 3 clusters Score -565609.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -565615.687500 Penalty: 4098.357422
	Iteration 73Q: 3 clusters Score -565615.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -565622.500000 Penalty: 4098.357422
	Iteration 74Q: 3 clusters Score -565622.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -565626.687500 Penalty: 4098.357422
	Iteration 75Q: 3 clusters Score -565626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -565630.000000 Penalty: 4098.357422
	Iteration 76Q: 3 clusters Score -565630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -565631.250000 Penalty: 4098.357422
	Iteration 77Q: 3 clusters Score -565631.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -565631.875000 Penalty: 4098.357422
	Iteration 78Q: 3 clusters Score -565631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -565633.562500 Penalty: 4098.357422
	Iteration 79Q: 3 clusters Score -565633.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -565634.062500 Penalty: 4098.357422
	Iteration 80F: 3 clusters Score -565634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (108969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108969 members 
Entering Unmasked Estep 
Score: -17195084.000000 Penalty: 2876.507080
	Iteration 0F: 2 clusters Score -1.719508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -17124196.000000 Penalty: 5753.014160
	Iteration 0F: 3 clusters Score -1.71242e+07 nChanged 51574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -17154136.000000 Penalty: 5753.014160
	Iteration 1F: 3 clusters Score -1.715414e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -17154918.000000 Penalty: 5753.014160
	Iteration 2Q: 3 clusters Score -1.715492e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -17155880.000000 Penalty: 5753.014160
	Iteration 3Q: 3 clusters Score -1.715588e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -17157312.000000 Penalty: 5753.014160
	Iteration 4Q: 3 clusters Score -1.715731e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -17159500.000000 Penalty: 5753.014160
	Iteration 5Q: 3 clusters Score -1.71595e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -17162600.000000 Penalty: 5753.014160
	Iteration 6F: 3 clusters Score -1.71626e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -17167132.000000 Penalty: 5753.014160
	Iteration 7F: 3 clusters Score -1.716713e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -17173404.000000 Penalty: 5753.014160
	Iteration 8F: 3 clusters Score -1.71734e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -17180734.000000 Penalty: 5753.014160
	Iteration 9F: 3 clusters Score -1.718073e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -17186772.000000 Penalty: 5753.014160
	Iteration 10F: 3 clusters Score -1.718677e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -17189268.000000 Penalty: 5753.014160
	Iteration 11Q: 3 clusters Score -1.718927e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -17190314.000000 Penalty: 5753.014160
	Iteration 12Q: 3 clusters Score -1.719031e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -17190922.000000 Penalty: 5753.014160
	Iteration 13Q: 3 clusters Score -1.719092e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -17191262.000000 Penalty: 5753.014160
	Iteration 14Q: 3 clusters Score -1.719126e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -17191624.000000 Penalty: 5753.014160
	Iteration 15Q: 3 clusters Score -1.719162e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -17191878.000000 Penalty: 5753.014160
	Iteration 16Q: 3 clusters Score -1.719188e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -17192052.000000 Penalty: 5753.014160
	Iteration 17Q: 3 clusters Score -1.719205e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -17192164.000000 Penalty: 5753.014160
	Iteration 18Q: 3 clusters Score -1.719216e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -17192346.000000 Penalty: 5753.014160
	Iteration 19Q: 3 clusters Score -1.719235e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -17192532.000000 Penalty: 5753.014160
	Iteration 20F: 3 clusters Score -1.719253e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -17192692.000000 Penalty: 5753.014160
	Iteration 21Q: 3 clusters Score -1.719269e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 93820 members 
Entering Unmasked Estep 
Score: -17192822.000000 Penalty: 5753.014160
	Iteration 22Q: 3 clusters Score -1.719282e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -17193012.000000 Penalty: 5753.014160
	Iteration 23Q: 3 clusters Score -1.719301e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 95221 members 
Entering Unmasked Estep 
Score: -17193166.000000 Penalty: 5753.014160
	Iteration 24Q: 3 clusters Score -1.719317e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -17193330.000000 Penalty: 5753.014160
	Iteration 25Q: 3 clusters Score -1.719333e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -17193508.000000 Penalty: 5753.014160
	Iteration 26Q: 3 clusters Score -1.719351e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -17193596.000000 Penalty: 5753.014160
	Iteration 27Q: 3 clusters Score -1.71936e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -17193766.000000 Penalty: 5753.014160
	Iteration 28Q: 3 clusters Score -1.719377e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 99017 members 
Entering Unmasked Estep 
Score: -17193926.000000 Penalty: 5753.014160
	Iteration 29Q: 3 clusters Score -1.719393e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 99793 members 
Entering Unmasked Estep 
Score: -17193974.000000 Penalty: 5753.014160
	Iteration 30Q: 3 clusters Score -1.719397e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -17194064.000000 Penalty: 5753.014160
	Iteration 31Q: 3 clusters Score -1.719406e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -17194178.000000 Penalty: 5753.014160
	Iteration 32Q: 3 clusters Score -1.719418e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -17194224.000000 Penalty: 5753.014160
	Iteration 33Q: 3 clusters Score -1.719422e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -17194312.000000 Penalty: 5753.014160
	Iteration 34Q: 3 clusters Score -1.719431e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -17194360.000000 Penalty: 5753.014160
	Iteration 35Q: 3 clusters Score -1.719436e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -17194382.000000 Penalty: 5753.014160
	Iteration 36Q: 3 clusters Score -1.719438e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 104371 members 
Entering Unmasked Estep 
Score: -17194412.000000 Penalty: 5753.014160
	Iteration 37Q: 3 clusters Score -1.719441e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 104796 members 
Entering Unmasked Estep 
Score: -17194450.000000 Penalty: 5753.014160
	Iteration 38Q: 3 clusters Score -1.719445e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 105173 members 
Entering Unmasked Estep 
Score: -17194392.000000 Penalty: 5753.014160
	Iteration 39Q: 3 clusters Score -1.719439e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -17194392.000000 Penalty: 5753.014160
	Iteration 40F: 3 clusters Score -1.719439e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 105794 members 
Entering Unmasked Estep 
Score: -17194354.000000 Penalty: 5753.014160
	Iteration 41Q: 3 clusters Score -1.719435e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -17194326.000000 Penalty: 5753.014160
	Iteration 42Q: 3 clusters Score -1.719433e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 106231 members 
Entering Unmasked Estep 
Score: -17194250.000000 Penalty: 5753.014160
	Iteration 43Q: 3 clusters Score -1.719425e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 106412 members 
Entering Unmasked Estep 
Score: -17194190.000000 Penalty: 5753.014160
	Iteration 44Q: 3 clusters Score -1.719419e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -17194164.000000 Penalty: 5753.014160
	Iteration 45Q: 3 clusters Score -1.719416e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -17194128.000000 Penalty: 5753.014160
	Iteration 46Q: 3 clusters Score -1.719413e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 106725 members 
Entering Unmasked Estep 
Score: -17194092.000000 Penalty: 5753.014160
	Iteration 47Q: 3 clusters Score -1.719409e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 106802 members 
Entering Unmasked Estep 
Score: -17194068.000000 Penalty: 5753.014160
	Iteration 48Q: 3 clusters Score -1.719407e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 106868 members 
Entering Unmasked Estep 
Score: -17194042.000000 Penalty: 5753.014160
	Iteration 49Q: 3 clusters Score -1.719404e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -17194034.000000 Penalty: 5753.014160
	Iteration 50Q: 3 clusters Score -1.719403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -17194052.000000 Penalty: 5753.014160
	Iteration 51Q: 3 clusters Score -1.719405e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 106987 members 
Entering Unmasked Estep 
Score: -17194060.000000 Penalty: 5753.014160
	Iteration 52Q: 3 clusters Score -1.719406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 107016 members 
Entering Unmasked Estep 
Score: -17194050.000000 Penalty: 5753.014160
	Iteration 53Q: 3 clusters Score -1.719405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -17194022.000000 Penalty: 5753.014160
	Iteration 54Q: 3 clusters Score -1.719402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -17194000.000000 Penalty: 5753.014160
	Iteration 55Q: 3 clusters Score -1.7194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -17194010.000000 Penalty: 5753.014160
	Iteration 56Q: 3 clusters Score -1.719401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
Score: -17194010.000000 Penalty: 5753.014160
	Iteration 57Q: 3 clusters Score -1.719401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 107096 members 
Entering Unmasked Estep 
Score: -17194012.000000 Penalty: 5753.014160
	Iteration 58Q: 3 clusters Score -1.719401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 107109 members 
Entering Unmasked Estep 
Score: -17194020.000000 Penalty: 5753.014160
	Iteration 59Q: 3 clusters Score -1.719402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 107120 members 
Entering Unmasked Estep 
Score: -17194002.000000 Penalty: 5753.014160
	Iteration 60F: 3 clusters Score -1.7194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 107132 members 
Entering Unmasked Estep 
Score: -17194004.000000 Penalty: 5753.014160
	Iteration 61Q: 3 clusters Score -1.7194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 107140 members 
Entering Unmasked Estep 
Score: -17193994.000000 Penalty: 5753.014160
	Iteration 62Q: 3 clusters Score -1.719399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 107146 members 
Entering Unmasked Estep 
Score: -17193974.000000 Penalty: 5753.014160
	Iteration 63Q: 3 clusters Score -1.719397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 107148 members 
Entering Unmasked Estep 
Score: -17193966.000000 Penalty: 5753.014160
	Iteration 64Q: 3 clusters Score -1.719397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 107150 members 
Entering Unmasked Estep 
Score: -17193978.000000 Penalty: 5753.014160
	Iteration 65Q: 3 clusters Score -1.719398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
Score: -17193984.000000 Penalty: 5753.014160
	Iteration 66Q: 3 clusters Score -1.719398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -17193976.000000 Penalty: 5753.014160
	Iteration 67Q: 3 clusters Score -1.719398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 107162 members 
Entering Unmasked Estep 
Score: -17193976.000000 Penalty: 5753.014160
	Iteration 68Q: 3 clusters Score -1.719398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -17193972.000000 Penalty: 5753.014160
	Iteration 69Q: 3 clusters Score -1.719397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -17193956.000000 Penalty: 5753.014160
	Iteration 70Q: 3 clusters Score -1.719396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 107184 members 
Entering Unmasked Estep 
Score: -17193950.000000 Penalty: 5753.014160
	Iteration 71Q: 3 clusters Score -1.719395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 107195 members 
Entering Unmasked Estep 
Score: -17193940.000000 Penalty: 5753.014160
	Iteration 72Q: 3 clusters Score -1.719394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 107199 members 
Entering Unmasked Estep 
Score: -17193932.000000 Penalty: 5753.014160
	Iteration 73Q: 3 clusters Score -1.719393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -17193938.000000 Penalty: 5753.014160
	Iteration 74Q: 3 clusters Score -1.719394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -17193926.000000 Penalty: 5753.014160
	Iteration 75Q: 3 clusters Score -1.719393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 107211 members 
Entering Unmasked Estep 
Score: -17193930.000000 Penalty: 5753.014160
	Iteration 76Q: 3 clusters Score -1.719393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -17193926.000000 Penalty: 5753.014160
	Iteration 77Q: 3 clusters Score -1.719393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 107212 members 
Entering Unmasked Estep 
Score: -17193926.000000 Penalty: 5753.014160
	Iteration 78F: 3 clusters Score -1.719393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -269185.906250 Penalty: 1857.928101
	Iteration 0F: 2 clusters Score -269185.9 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 912 members 
Entering Unmasked Estep 
Score: -266674.968750 Penalty: 3715.856201
	Iteration 0F: 3 clusters Score -266675 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -267133.187500 Penalty: 3715.856201
	Iteration 1F: 3 clusters Score -267133.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -267245.843750 Penalty: 3715.856201
	Iteration 2F: 3 clusters Score -267245.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -267293.250000 Penalty: 3715.856201
	Iteration 3Q: 3 clusters Score -267293.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -267316.937500 Penalty: 3715.856201
	Iteration 4Q: 3 clusters Score -267316.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -267329.000000 Penalty: 3715.856201
	Iteration 5Q: 3 clusters Score -267329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267333.781250 Penalty: 3715.856201
	Iteration 6Q: 3 clusters Score -267333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -267335.843750 Penalty: 3715.856201
	Iteration 7Q: 3 clusters Score -267335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -267336.875000 Penalty: 3715.856201
	Iteration 8Q: 3 clusters Score -267336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -267336.875000 Penalty: 3715.856201
	Iteration 9F: 3 clusters Score -267336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Entering Unmasked Estep 
Score: -3628781.750000 Penalty: 2494.067383
	Iteration 0F: 2 clusters Score -3628782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3612635.250000 Penalty: 4988.134766
	Iteration 0F: 3 clusters Score -3612635 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3618603.500000 Penalty: 4988.134766
	Iteration 1F: 3 clusters Score -3618604 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3619838.500000 Penalty: 4988.134766
	Iteration 2F: 3 clusters Score -3619838 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3621239.250000 Penalty: 4988.134766
	Iteration 3F: 3 clusters Score -3621239 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3622543.000000 Penalty: 4988.134766
	Iteration 4F: 3 clusters Score -3622543 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3623761.250000 Penalty: 4988.134766
	Iteration 5F: 3 clusters Score -3623761 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3624869.750000 Penalty: 4988.134766
	Iteration 6F: 3 clusters Score -3624870 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3625874.250000 Penalty: 4988.134766
	Iteration 7F: 3 clusters Score -3625874 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3626602.000000 Penalty: 4988.134766
	Iteration 8Q: 3 clusters Score -3626602 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3627108.750000 Penalty: 4988.134766
	Iteration 9Q: 3 clusters Score -3627109 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3627449.250000 Penalty: 4988.134766
	Iteration 10Q: 3 clusters Score -3627449 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3627673.000000 Penalty: 4988.134766
	Iteration 11Q: 3 clusters Score -3627673 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -3627788.250000 Penalty: 4988.134766
	Iteration 12Q: 3 clusters Score -3627788 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -3627856.500000 Penalty: 4988.134766
	Iteration 13Q: 3 clusters Score -3627856 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3627919.750000 Penalty: 4988.134766
	Iteration 14Q: 3 clusters Score -3627920 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3627980.000000 Penalty: 4988.134766
	Iteration 15Q: 3 clusters Score -3627980 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3628017.750000 Penalty: 4988.134766
	Iteration 16Q: 3 clusters Score -3628018 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3628045.500000 Penalty: 4988.134766
	Iteration 17Q: 3 clusters Score -3628046 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3628076.750000 Penalty: 4988.134766
	Iteration 18Q: 3 clusters Score -3628077 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3628100.750000 Penalty: 4988.134766
	Iteration 19Q: 3 clusters Score -3628101 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3628116.750000 Penalty: 4988.134766
	Iteration 20F: 3 clusters Score -3628117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3628141.500000 Penalty: 4988.134766
	Iteration 21Q: 3 clusters Score -3628142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3628173.000000 Penalty: 4988.134766
	Iteration 22Q: 3 clusters Score -3628173 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3628191.500000 Penalty: 4988.134766
	Iteration 23Q: 3 clusters Score -3628192 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3628214.250000 Penalty: 4988.134766
	Iteration 24Q: 3 clusters Score -3628214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3628238.250000 Penalty: 4988.134766
	Iteration 25Q: 3 clusters Score -3628238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3628264.750000 Penalty: 4988.134766
	Iteration 26Q: 3 clusters Score -3628265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3628280.000000 Penalty: 4988.134766
	Iteration 27Q: 3 clusters Score -3628280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3628301.750000 Penalty: 4988.134766
	Iteration 28Q: 3 clusters Score -3628302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3628328.000000 Penalty: 4988.134766
	Iteration 29Q: 3 clusters Score -3628328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3628341.250000 Penalty: 4988.134766
	Iteration 30Q: 3 clusters Score -3628341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3628360.250000 Penalty: 4988.134766
	Iteration 31Q: 3 clusters Score -3628360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3628372.250000 Penalty: 4988.134766
	Iteration 32Q: 3 clusters Score -3628372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3628389.000000 Penalty: 4988.134766
	Iteration 33Q: 3 clusters Score -3628389 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3628413.500000 Penalty: 4988.134766
	Iteration 34Q: 3 clusters Score -3628414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3628435.500000 Penalty: 4988.134766
	Iteration 35Q: 3 clusters Score -3628436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3628461.000000 Penalty: 4988.134766
	Iteration 36Q: 3 clusters Score -3628461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3628471.500000 Penalty: 4988.134766
	Iteration 37Q: 3 clusters Score -3628472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3628479.500000 Penalty: 4988.134766
	Iteration 38Q: 3 clusters Score -3628480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3628479.750000 Penalty: 4988.134766
	Iteration 39Q: 3 clusters Score -3628480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3628496.250000 Penalty: 4988.134766
	Iteration 40F: 3 clusters Score -3628496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3628501.500000 Penalty: 4988.134766
	Iteration 41Q: 3 clusters Score -3628502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3628512.250000 Penalty: 4988.134766
	Iteration 42Q: 3 clusters Score -3628512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3628517.750000 Penalty: 4988.134766
	Iteration 43Q: 3 clusters Score -3628518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3628514.250000 Penalty: 4988.134766
	Iteration 44Q: 3 clusters Score -3628514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3628516.000000 Penalty: 4988.134766
	Iteration 45Q: 3 clusters Score -3628516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3628534.000000 Penalty: 4988.134766
	Iteration 46Q: 3 clusters Score -3628534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3628539.750000 Penalty: 4988.134766
	Iteration 47Q: 3 clusters Score -3628540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3628555.000000 Penalty: 4988.134766
	Iteration 48Q: 3 clusters Score -3628555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3628556.750000 Penalty: 4988.134766
	Iteration 49Q: 3 clusters Score -3628557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3628560.500000 Penalty: 4988.134766
	Iteration 50Q: 3 clusters Score -3628560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3628564.750000 Penalty: 4988.134766
	Iteration 51Q: 3 clusters Score -3628565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3628592.250000 Penalty: 4988.134766
	Iteration 52Q: 3 clusters Score -3628592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3628598.000000 Penalty: 4988.134766
	Iteration 53Q: 3 clusters Score -3628598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3628605.000000 Penalty: 4988.134766
	Iteration 54Q: 3 clusters Score -3628605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -3628611.750000 Penalty: 4988.134766
	Iteration 55Q: 3 clusters Score -3628612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3628619.750000 Penalty: 4988.134766
	Iteration 56Q: 3 clusters Score -3628620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3628623.750000 Penalty: 4988.134766
	Iteration 57Q: 3 clusters Score -3628624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3628629.500000 Penalty: 4988.134766
	Iteration 58Q: 3 clusters Score -3628630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3628633.000000 Penalty: 4988.134766
	Iteration 59Q: 3 clusters Score -3628633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3628641.500000 Penalty: 4988.134766
	Iteration 60F: 3 clusters Score -3628642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -3628645.250000 Penalty: 4988.134766
	Iteration 61Q: 3 clusters Score -3628645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3628650.500000 Penalty: 4988.134766
	Iteration 62Q: 3 clusters Score -3628650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3628660.250000 Penalty: 4988.134766
	Iteration 63Q: 3 clusters Score -3628660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3628658.000000 Penalty: 4988.134766
	Iteration 64Q: 3 clusters Score -3628658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3628666.500000 Penalty: 4988.134766
	Iteration 65Q: 3 clusters Score -3628666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3628669.500000 Penalty: 4988.134766
	Iteration 66Q: 3 clusters Score -3628670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3628680.750000 Penalty: 4988.134766
	Iteration 67Q: 3 clusters Score -3628681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3628686.000000 Penalty: 4988.134766
	Iteration 68Q: 3 clusters Score -3628686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3628690.750000 Penalty: 4988.134766
	Iteration 69Q: 3 clusters Score -3628691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3628705.000000 Penalty: 4988.134766
	Iteration 70Q: 3 clusters Score -3628705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3628721.500000 Penalty: 4988.134766
	Iteration 71Q: 3 clusters Score -3628722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3628717.000000 Penalty: 4988.134766
	Iteration 72Q: 3 clusters Score -3628717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3628720.000000 Penalty: 4988.134766
	Iteration 73Q: 3 clusters Score -3628720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3628730.250000 Penalty: 4988.134766
	Iteration 74Q: 3 clusters Score -3628730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3628736.000000 Penalty: 4988.134766
	Iteration 75Q: 3 clusters Score -3628736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3628745.250000 Penalty: 4988.134766
	Iteration 76Q: 3 clusters Score -3628745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3628769.250000 Penalty: 4988.134766
	Iteration 77Q: 3 clusters Score -3628769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3628767.250000 Penalty: 4988.134766
	Iteration 78Q: 3 clusters Score -3628767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3628783.000000 Penalty: 4988.134766
	Iteration 79Q: 3 clusters Score -3628783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3628780.500000 Penalty: 4988.134766
	Iteration 80F: 3 clusters Score -3628780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3628784.000000 Penalty: 4988.134766
	Iteration 81Q: 3 clusters Score -3628784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3628784.000000 Penalty: 4988.134766
	Iteration 82Q: 3 clusters Score -3628784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3628790.250000 Penalty: 4988.134766
	Iteration 83Q: 3 clusters Score -3628790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3628799.250000 Penalty: 4988.134766
	Iteration 84Q: 3 clusters Score -3628799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3628797.000000 Penalty: 4988.134766
	Iteration 85Q: 3 clusters Score -3628797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3628808.500000 Penalty: 4988.134766
	Iteration 86Q: 3 clusters Score -3628808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3628814.250000 Penalty: 4988.134766
	Iteration 87Q: 3 clusters Score -3628814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -3628820.750000 Penalty: 4988.134766
	Iteration 88Q: 3 clusters Score -3628821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3628829.500000 Penalty: 4988.134766
	Iteration 89Q: 3 clusters Score -3628830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -3628833.000000 Penalty: 4988.134766
	Iteration 90Q: 3 clusters Score -3628833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3628847.250000 Penalty: 4988.134766
	Iteration 91Q: 3 clusters Score -3628847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3628866.000000 Penalty: 4988.134766
	Iteration 92Q: 3 clusters Score -3628866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3628878.750000 Penalty: 4988.134766
	Iteration 93Q: 3 clusters Score -3628879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3628888.250000 Penalty: 4988.134766
	Iteration 94Q: 3 clusters Score -3628888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3628888.750000 Penalty: 4988.134766
	Iteration 95Q: 3 clusters Score -3628889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3628902.000000 Penalty: 4988.134766
	Iteration 96Q: 3 clusters Score -3628902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3628917.750000 Penalty: 4988.134766
	Iteration 97Q: 3 clusters Score -3628918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3628934.500000 Penalty: 4988.134766
	Iteration 98Q: 3 clusters Score -3628934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3628953.000000 Penalty: 4988.134766
	Iteration 99Q: 3 clusters Score -3628953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3628954.500000 Penalty: 4988.134766
	Iteration 100F: 3 clusters Score -3628954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3628953.500000 Penalty: 4988.134766
	Iteration 101Q: 3 clusters Score -3628954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3628957.750000 Penalty: 4988.134766
	Iteration 102Q: 3 clusters Score -3628958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3628956.250000 Penalty: 4988.134766
	Iteration 103Q: 3 clusters Score -3628956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3628960.750000 Penalty: 4988.134766
	Iteration 104Q: 3 clusters Score -3628961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3628959.250000 Penalty: 4988.134766
	Iteration 105Q: 3 clusters Score -3628959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3628958.000000 Penalty: 4988.134766
	Iteration 106Q: 3 clusters Score -3628958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3628958.250000 Penalty: 4988.134766
	Iteration 107Q: 3 clusters Score -3628958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3628958.250000 Penalty: 4988.134766
	Iteration 108Q: 3 clusters Score -3628958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3628962.000000 Penalty: 4988.134766
	Iteration 109Q: 3 clusters Score -3628962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -3628963.500000 Penalty: 4988.134766
	Iteration 110Q: 3 clusters Score -3628964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3628963.000000 Penalty: 4988.134766
	Iteration 111Q: 3 clusters Score -3628963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3628962.250000 Penalty: 4988.134766
	Iteration 112Q: 3 clusters Score -3628962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3628962.750000 Penalty: 4988.134766
	Iteration 113Q: 3 clusters Score -3628963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3628966.500000 Penalty: 4988.134766
	Iteration 114Q: 3 clusters Score -3628966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3628962.750000 Penalty: 4988.134766
	Iteration 115Q: 3 clusters Score -3628963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3628962.750000 Penalty: 4988.134766
	Iteration 116F: 3 clusters Score -3628963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 1154 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 31406 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 8091 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 21125 members 
Entering Unmasked Estep 
Score: -86706696.000000 Penalty: 105105.406250
Splitting cluster 12 changes total score from -86707376.000000 to -86706696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -127327.656250 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -127327.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125839.445312 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -125839.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -127624.968750 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -127625 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128387.132812 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -128387.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128585.390625 Penalty: 3497.290771
	Iteration 3F: 3 clusters Score -128585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -128936.585938 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -128936.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -129211.062500 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -129211.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -129546.148438 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -129546.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -129839.203125 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -129839.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -130305.750000 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -130305.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -130612.148438 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -130612.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -130663.507812 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -130663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -130676.460938 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -130676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -130680.375000 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -130680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -130689.734375 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -130689.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -130693.273438 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -130693.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -130696.109375 Penalty: 3497.290771
	Iteration 15F: 3 clusters Score -130696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -130698.203125 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -130698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -130698.351562 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -130698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -130698.351562 Penalty: 3497.290771
	Iteration 18F: 3 clusters Score -130698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 31406 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 8091 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 854 members 
Entering Unmasked Estep 
Score: -86708856.000000 Penalty: 105105.406250
Splitting cluster 13 changes total score from -86707376.000000 to -86708856.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -895973.750000 Penalty: 2158.881104
	Iteration 0F: 2 clusters Score -895973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -890801.062500 Penalty: 4317.762207
	Iteration 0F: 3 clusters Score -890801.1 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -892188.500000 Penalty: 4317.762207
	Iteration 1F: 3 clusters Score -892188.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -892452.625000 Penalty: 4317.762207
	Iteration 2F: 3 clusters Score -892452.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -892650.437500 Penalty: 4317.762207
	Iteration 3F: 3 clusters Score -892650.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -892780.312500 Penalty: 4317.762207
	Iteration 4Q: 3 clusters Score -892780.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -892883.500000 Penalty: 4317.762207
	Iteration 5Q: 3 clusters Score -892883.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -892963.062500 Penalty: 4317.762207
	Iteration 6Q: 3 clusters Score -892963.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -893033.062500 Penalty: 4317.762207
	Iteration 7Q: 3 clusters Score -893033.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -893085.437500 Penalty: 4317.762207
	Iteration 8Q: 3 clusters Score -893085.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -893132.000000 Penalty: 4317.762207
	Iteration 9Q: 3 clusters Score -893132 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -893186.812500 Penalty: 4317.762207
	Iteration 10Q: 3 clusters Score -893186.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -893253.125000 Penalty: 4317.762207
	Iteration 11Q: 3 clusters Score -893253.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -893328.562500 Penalty: 4317.762207
	Iteration 12Q: 3 clusters Score -893328.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -893421.500000 Penalty: 4317.762207
	Iteration 13Q: 3 clusters Score -893421.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -893515.250000 Penalty: 4317.762207
	Iteration 14Q: 3 clusters Score -893515.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -893628.000000 Penalty: 4317.762207
	Iteration 15Q: 3 clusters Score -893628 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -893766.937500 Penalty: 4317.762207
	Iteration 16Q: 3 clusters Score -893766.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -893939.625000 Penalty: 4317.762207
	Iteration 17Q: 3 clusters Score -893939.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -894104.250000 Penalty: 4317.762207
	Iteration 18Q: 3 clusters Score -894104.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -894223.500000 Penalty: 4317.762207
	Iteration 19Q: 3 clusters Score -894223.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -894346.125000 Penalty: 4317.762207
	Iteration 20F: 3 clusters Score -894346.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -894436.062500 Penalty: 4317.762207
	Iteration 21Q: 3 clusters Score -894436.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -894491.062500 Penalty: 4317.762207
	Iteration 22Q: 3 clusters Score -894491.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -894542.750000 Penalty: 4317.762207
	Iteration 23Q: 3 clusters Score -894542.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -894595.875000 Penalty: 4317.762207
	Iteration 24Q: 3 clusters Score -894595.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -894640.437500 Penalty: 4317.762207
	Iteration 25Q: 3 clusters Score -894640.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -894661.875000 Penalty: 4317.762207
	Iteration 26Q: 3 clusters Score -894661.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -894686.812500 Penalty: 4317.762207
	Iteration 27Q: 3 clusters Score -894686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -894712.750000 Penalty: 4317.762207
	Iteration 28Q: 3 clusters Score -894712.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -894726.687500 Penalty: 4317.762207
	Iteration 29Q: 3 clusters Score -894726.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -894752.562500 Penalty: 4317.762207
	Iteration 30Q: 3 clusters Score -894752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -894762.937500 Penalty: 4317.762207
	Iteration 31Q: 3 clusters Score -894762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -894767.625000 Penalty: 4317.762207
	Iteration 32Q: 3 clusters Score -894767.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -894775.500000 Penalty: 4317.762207
	Iteration 33Q: 3 clusters Score -894775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -894784.437500 Penalty: 4317.762207
	Iteration 34Q: 3 clusters Score -894784.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -894794.625000 Penalty: 4317.762207
	Iteration 35Q: 3 clusters Score -894794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -894800.875000 Penalty: 4317.762207
	Iteration 36Q: 3 clusters Score -894800.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -894804.750000 Penalty: 4317.762207
	Iteration 37Q: 3 clusters Score -894804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -894809.250000 Penalty: 4317.762207
	Iteration 38Q: 3 clusters Score -894809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -894813.687500 Penalty: 4317.762207
	Iteration 39Q: 3 clusters Score -894813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -894844.250000 Penalty: 4317.762207
	Iteration 40F: 3 clusters Score -894844.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -894880.750000 Penalty: 4317.762207
	Iteration 41Q: 3 clusters Score -894880.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -894905.750000 Penalty: 4317.762207
	Iteration 42Q: 3 clusters Score -894905.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -894919.750000 Penalty: 4317.762207
	Iteration 43Q: 3 clusters Score -894919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -894930.250000 Penalty: 4317.762207
	Iteration 44Q: 3 clusters Score -894930.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -894932.125000 Penalty: 4317.762207
	Iteration 45Q: 3 clusters Score -894932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -894933.125000 Penalty: 4317.762207
	Iteration 46Q: 3 clusters Score -894933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -894934.250000 Penalty: 4317.762207
	Iteration 47Q: 3 clusters Score -894934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -894934.125000 Penalty: 4317.762207
	Iteration 48Q: 3 clusters Score -894934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -894934.125000 Penalty: 4317.762207
	Iteration 49F: 3 clusters Score -894934.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136429 members 
Entering Unmasked Estep 
Score: -21450110.000000 Penalty: 2932.242920
	Iteration 0F: 2 clusters Score -2.145011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -21365436.000000 Penalty: 5864.485840
	Iteration 0F: 3 clusters Score -2.136544e+07 nChanged 64945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -21402460.000000 Penalty: 5864.485840
	Iteration 1F: 3 clusters Score -2.140246e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -21403318.000000 Penalty: 5864.485840
	Iteration 2Q: 3 clusters Score -2.140332e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -21404486.000000 Penalty: 5864.485840
	Iteration 3Q: 3 clusters Score -2.140449e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -21405902.000000 Penalty: 5864.485840
	Iteration 4Q: 3 clusters Score -2.14059e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -21408100.000000 Penalty: 5864.485840
	Iteration 5Q: 3 clusters Score -2.14081e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 86136 members 
Entering Unmasked Estep 
Score: -21411992.000000 Penalty: 5864.485840
	Iteration 6Q: 3 clusters Score -2.141199e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -21417822.000000 Penalty: 5864.485840
	Iteration 7F: 3 clusters Score -2.141782e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -21425550.000000 Penalty: 5864.485840
	Iteration 8F: 3 clusters Score -2.142555e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -21433034.000000 Penalty: 5864.485840
	Iteration 9F: 3 clusters Score -2.143303e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
Score: -21438928.000000 Penalty: 5864.485840
	Iteration 10F: 3 clusters Score -2.143893e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -21442350.000000 Penalty: 5864.485840
	Iteration 11Q: 3 clusters Score -2.144235e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -21444288.000000 Penalty: 5864.485840
	Iteration 12Q: 3 clusters Score -2.144429e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 130987 members 
Entering Unmasked Estep 
Score: -21445354.000000 Penalty: 5864.485840
	Iteration 13Q: 3 clusters Score -2.144535e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -21446192.000000 Penalty: 5864.485840
	Iteration 14Q: 3 clusters Score -2.144619e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 133205 members 
Entering Unmasked Estep 
Score: -21446552.000000 Penalty: 5864.485840
	Iteration 15Q: 3 clusters Score -2.144655e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 133791 members 
Entering Unmasked Estep 
Score: -21446784.000000 Penalty: 5864.485840
	Iteration 16Q: 3 clusters Score -2.144678e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 134183 members 
Entering Unmasked Estep 
Score: -21446922.000000 Penalty: 5864.485840
	Iteration 17Q: 3 clusters Score -2.144692e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -21447078.000000 Penalty: 5864.485840
	Iteration 18Q: 3 clusters Score -2.144708e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 134635 members 
Entering Unmasked Estep 
Score: -21447142.000000 Penalty: 5864.485840
	Iteration 19Q: 3 clusters Score -2.144714e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 134789 members 
Entering Unmasked Estep 
Score: -21447258.000000 Penalty: 5864.485840
	Iteration 20F: 3 clusters Score -2.144726e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 134895 members 
Entering Unmasked Estep 
Score: -21447304.000000 Penalty: 5864.485840
	Iteration 21Q: 3 clusters Score -2.14473e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 134970 members 
Entering Unmasked Estep 
Score: -21447306.000000 Penalty: 5864.485840
	Iteration 22Q: 3 clusters Score -2.144731e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 135033 members 
Entering Unmasked Estep 
Score: -21447372.000000 Penalty: 5864.485840
	Iteration 23Q: 3 clusters Score -2.144737e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 135084 members 
Entering Unmasked Estep 
Score: -21447376.000000 Penalty: 5864.485840
	Iteration 24Q: 3 clusters Score -2.144738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 135132 members 
Entering Unmasked Estep 
Score: -21447380.000000 Penalty: 5864.485840
	Iteration 25Q: 3 clusters Score -2.144738e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 135182 members 
Entering Unmasked Estep 
Score: -21447406.000000 Penalty: 5864.485840
	Iteration 26Q: 3 clusters Score -2.144741e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 135223 members 
Entering Unmasked Estep 
Score: -21447422.000000 Penalty: 5864.485840
	Iteration 27Q: 3 clusters Score -2.144742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 135252 members 
Entering Unmasked Estep 
Score: -21447456.000000 Penalty: 5864.485840
	Iteration 28Q: 3 clusters Score -2.144746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 135272 members 
Entering Unmasked Estep 
Score: -21447460.000000 Penalty: 5864.485840
	Iteration 29Q: 3 clusters Score -2.144746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -21447484.000000 Penalty: 5864.485840
	Iteration 30Q: 3 clusters Score -2.144748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 135310 members 
Entering Unmasked Estep 
Score: -21447472.000000 Penalty: 5864.485840
	Iteration 31Q: 3 clusters Score -2.144747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 135316 members 
Entering Unmasked Estep 
Score: -21447482.000000 Penalty: 5864.485840
	Iteration 32Q: 3 clusters Score -2.144748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 135323 members 
Entering Unmasked Estep 
Score: -21447502.000000 Penalty: 5864.485840
	Iteration 33Q: 3 clusters Score -2.14475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 135331 members 
Entering Unmasked Estep 
Score: -21447514.000000 Penalty: 5864.485840
	Iteration 34Q: 3 clusters Score -2.144751e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -21447524.000000 Penalty: 5864.485840
	Iteration 35Q: 3 clusters Score -2.144752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -21447532.000000 Penalty: 5864.485840
	Iteration 36Q: 3 clusters Score -2.144753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 135349 members 
Entering Unmasked Estep 
Score: -21447536.000000 Penalty: 5864.485840
	Iteration 37Q: 3 clusters Score -2.144754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 135353 members 
Entering Unmasked Estep 
Score: -21447528.000000 Penalty: 5864.485840
	Iteration 38Q: 3 clusters Score -2.144753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 135355 members 
Entering Unmasked Estep 
Score: -21447532.000000 Penalty: 5864.485840
	Iteration 39Q: 3 clusters Score -2.144753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 135356 members 
Entering Unmasked Estep 
Score: -21447534.000000 Penalty: 5864.485840
	Iteration 40F: 3 clusters Score -2.144753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 135356 members 
Entering Unmasked Estep 
Score: -21447524.000000 Penalty: 5864.485840
	Iteration 41Q: 3 clusters Score -2.144752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 135357 members 
Entering Unmasked Estep 
Score: -21447534.000000 Penalty: 5864.485840
	Iteration 42Q: 3 clusters Score -2.144753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -21447530.000000 Penalty: 5864.485840
	Iteration 43Q: 3 clusters Score -2.144753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 135359 members 
Entering Unmasked Estep 
Score: -21447544.000000 Penalty: 5864.485840
	Iteration 44Q: 3 clusters Score -2.144754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 135358 members 
Entering Unmasked Estep 
Score: -21447528.000000 Penalty: 5864.485840
	Iteration 45Q: 3 clusters Score -2.144753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 135359 members 
Entering Unmasked Estep 
Score: -21447532.000000 Penalty: 5864.485840
	Iteration 46Q: 3 clusters Score -2.144753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 135360 members 
Entering Unmasked Estep 
Score: -21447540.000000 Penalty: 5864.485840
	Iteration 47Q: 3 clusters Score -2.144754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 135360 members 
Entering Unmasked Estep 
Score: -21447540.000000 Penalty: 5864.485840
	Iteration 48F: 3 clusters Score -2.144754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Entering Unmasked Estep 
Score: -1863534.875000 Penalty: 2323.503906
	Iteration 0F: 2 clusters Score -1863535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1854705.375000 Penalty: 4647.007812
	Iteration 0F: 3 clusters Score -1854705 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1857503.875000 Penalty: 4647.007812
	Iteration 1F: 3 clusters Score -1857504 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1857917.875000 Penalty: 4647.007812
	Iteration 2F: 3 clusters Score -1857918 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1858353.375000 Penalty: 4647.007812
	Iteration 3F: 3 clusters Score -1858353 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1858812.875000 Penalty: 4647.007812
	Iteration 4F: 3 clusters Score -1858813 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1859268.750000 Penalty: 4647.007812
	Iteration 5F: 3 clusters Score -1859269 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1859770.750000 Penalty: 4647.007812
	Iteration 6F: 3 clusters Score -1859771 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1860287.250000 Penalty: 4647.007812
	Iteration 7F: 3 clusters Score -1860287 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1860799.375000 Penalty: 4647.007812
	Iteration 8F: 3 clusters Score -1860799 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1861243.250000 Penalty: 4647.007812
	Iteration 9F: 3 clusters Score -1861243 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1861593.125000 Penalty: 4647.007812
	Iteration 10Q: 3 clusters Score -1861593 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1861867.500000 Penalty: 4647.007812
	Iteration 11Q: 3 clusters Score -1861868 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1862088.375000 Penalty: 4647.007812
	Iteration 12Q: 3 clusters Score -1862088 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1862230.000000 Penalty: 4647.007812
	Iteration 13Q: 3 clusters Score -1862230 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1862325.125000 Penalty: 4647.007812
	Iteration 14Q: 3 clusters Score -1862325 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1862395.875000 Penalty: 4647.007812
	Iteration 15Q: 3 clusters Score -1862396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1862451.875000 Penalty: 4647.007812
	Iteration 16Q: 3 clusters Score -1862452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1862487.000000 Penalty: 4647.007812
	Iteration 17Q: 3 clusters Score -1862487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1862521.375000 Penalty: 4647.007812
	Iteration 18Q: 3 clusters Score -1862521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1862542.500000 Penalty: 4647.007812
	Iteration 19Q: 3 clusters Score -1862542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1862553.500000 Penalty: 4647.007812
	Iteration 20F: 3 clusters Score -1862554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1862564.875000 Penalty: 4647.007812
	Iteration 21Q: 3 clusters Score -1862565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1862575.750000 Penalty: 4647.007812
	Iteration 22Q: 3 clusters Score -1862576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1862580.250000 Penalty: 4647.007812
	Iteration 23Q: 3 clusters Score -1862580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1862585.375000 Penalty: 4647.007812
	Iteration 24Q: 3 clusters Score -1862585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1862594.000000 Penalty: 4647.007812
	Iteration 25Q: 3 clusters Score -1862594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1862596.750000 Penalty: 4647.007812
	Iteration 26Q: 3 clusters Score -1862597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1862598.625000 Penalty: 4647.007812
	Iteration 27Q: 3 clusters Score -1862599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1862605.750000 Penalty: 4647.007812
	Iteration 28Q: 3 clusters Score -1862606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1862611.375000 Penalty: 4647.007812
	Iteration 29Q: 3 clusters Score -1862611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1862613.625000 Penalty: 4647.007812
	Iteration 30Q: 3 clusters Score -1862614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1862611.875000 Penalty: 4647.007812
	Iteration 31Q: 3 clusters Score -1862612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1862614.625000 Penalty: 4647.007812
	Iteration 32Q: 3 clusters Score -1862615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1862614.625000 Penalty: 4647.007812
	Iteration 33F: 3 clusters Score -1862615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -28939.548828 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -28939.55 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 161 members 
Entering Unmasked Estep 
Score: -27889.560547 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -27889.56 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28421.074219 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -28421.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28674.277344 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -28674.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -28759.091797 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -28759.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28770.191406 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -28770.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -28770.191406 Penalty: 2851.698975
	Iteration 5F: 3 clusters Score -28770.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Entering Unmasked Estep 
Score: -1621756.500000 Penalty: 2294.961914
	Iteration 0F: 2 clusters Score -1621756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1613801.250000 Penalty: 4589.923828
	Iteration 0F: 3 clusters Score -1613801 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1616195.875000 Penalty: 4589.923828
	Iteration 1F: 3 clusters Score -1616196 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1616587.500000 Penalty: 4589.923828
	Iteration 2F: 3 clusters Score -1616588 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1616893.875000 Penalty: 4589.923828
	Iteration 3F: 3 clusters Score -1616894 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1617235.125000 Penalty: 4589.923828
	Iteration 4Q: 3 clusters Score -1617235 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1617604.875000 Penalty: 4589.923828
	Iteration 5F: 3 clusters Score -1617605 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1617958.875000 Penalty: 4589.923828
	Iteration 6F: 3 clusters Score -1617959 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1618230.375000 Penalty: 4589.923828
	Iteration 7Q: 3 clusters Score -1618230 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1618442.875000 Penalty: 4589.923828
	Iteration 8Q: 3 clusters Score -1618443 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1618631.750000 Penalty: 4589.923828
	Iteration 9Q: 3 clusters Score -1618632 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1618794.000000 Penalty: 4589.923828
	Iteration 10Q: 3 clusters Score -1618794 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1618910.250000 Penalty: 4589.923828
	Iteration 11Q: 3 clusters Score -1618910 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1619006.750000 Penalty: 4589.923828
	Iteration 12Q: 3 clusters Score -1619007 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1619094.875000 Penalty: 4589.923828
	Iteration 13Q: 3 clusters Score -1619095 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1619187.125000 Penalty: 4589.923828
	Iteration 14Q: 3 clusters Score -1619187 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1619277.125000 Penalty: 4589.923828
	Iteration 15Q: 3 clusters Score -1619277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1619371.000000 Penalty: 4589.923828
	Iteration 16Q: 3 clusters Score -1619371 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1619471.625000 Penalty: 4589.923828
	Iteration 17Q: 3 clusters Score -1619472 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1619617.375000 Penalty: 4589.923828
	Iteration 18Q: 3 clusters Score -1619617 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1619776.500000 Penalty: 4589.923828
	Iteration 19Q: 3 clusters Score -1619776 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1619936.500000 Penalty: 4589.923828
	Iteration 20F: 3 clusters Score -1619936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1620070.375000 Penalty: 4589.923828
	Iteration 21Q: 3 clusters Score -1620070 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1620195.375000 Penalty: 4589.923828
	Iteration 22Q: 3 clusters Score -1620195 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1620311.375000 Penalty: 4589.923828
	Iteration 23Q: 3 clusters Score -1620311 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1620402.000000 Penalty: 4589.923828
	Iteration 24Q: 3 clusters Score -1620402 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1620465.375000 Penalty: 4589.923828
	Iteration 25Q: 3 clusters Score -1620465 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1620511.500000 Penalty: 4589.923828
	Iteration 26Q: 3 clusters Score -1620512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1620536.250000 Penalty: 4589.923828
	Iteration 27Q: 3 clusters Score -1620536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1620551.375000 Penalty: 4589.923828
	Iteration 28Q: 3 clusters Score -1620551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1620558.000000 Penalty: 4589.923828
	Iteration 29Q: 3 clusters Score -1620558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1620559.875000 Penalty: 4589.923828
	Iteration 30Q: 3 clusters Score -1620560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1620563.000000 Penalty: 4589.923828
	Iteration 31Q: 3 clusters Score -1620563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1620565.375000 Penalty: 4589.923828
	Iteration 32Q: 3 clusters Score -1620565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1620567.125000 Penalty: 4589.923828
	Iteration 33Q: 3 clusters Score -1620567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1620568.250000 Penalty: 4589.923828
	Iteration 34Q: 3 clusters Score -1620568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1620567.625000 Penalty: 4589.923828
	Iteration 35Q: 3 clusters Score -1620568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1620567.625000 Penalty: 4589.923828
	Iteration 36F: 3 clusters Score -1620568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -91789.046875 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -91789.05 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 331 members 
Entering Unmasked Estep 
Score: -90178.070312 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -90178.07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90425.226562 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -90425.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90545.101562 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -90545.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90624.820312 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -90624.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90656.070312 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -90656.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90680.539062 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -90680.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90697.281250 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -90697.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90714.718750 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -90714.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90744.656250 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -90744.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -90792.523438 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -90792.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -90847.898438 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -90847.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90889.421875 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -90889.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90916.882812 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -90916.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -90930.992188 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -90930.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -90935.375000 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -90935.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -90939.546875 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -90939.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90942.601562 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -90942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90942.601562 Penalty: 3219.398926
	Iteration 17F: 3 clusters Score -90942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Entering Unmasked Estep 
Score: -1962531.875000 Penalty: 2345.017334
	Iteration 0F: 2 clusters Score -1962532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1952943.250000 Penalty: 4690.034668
	Iteration 0F: 3 clusters Score -1952943 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1956072.000000 Penalty: 4690.034668
	Iteration 1F: 3 clusters Score -1956072 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1956700.750000 Penalty: 4690.034668
	Iteration 2F: 3 clusters Score -1956701 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1957328.125000 Penalty: 4690.034668
	Iteration 3F: 3 clusters Score -1957328 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1957915.750000 Penalty: 4690.034668
	Iteration 4F: 3 clusters Score -1957916 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1958475.000000 Penalty: 4690.034668
	Iteration 5F: 3 clusters Score -1958475 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1958954.000000 Penalty: 4690.034668
	Iteration 6F: 3 clusters Score -1958954 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1959346.500000 Penalty: 4690.034668
	Iteration 7Q: 3 clusters Score -1959346 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1959673.375000 Penalty: 4690.034668
	Iteration 8Q: 3 clusters Score -1959673 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1959987.125000 Penalty: 4690.034668
	Iteration 9Q: 3 clusters Score -1959987 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1960224.875000 Penalty: 4690.034668
	Iteration 10Q: 3 clusters Score -1960225 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1960381.625000 Penalty: 4690.034668
	Iteration 11Q: 3 clusters Score -1960382 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1960502.875000 Penalty: 4690.034668
	Iteration 12Q: 3 clusters Score -1960503 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1960616.250000 Penalty: 4690.034668
	Iteration 13Q: 3 clusters Score -1960616 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1960717.125000 Penalty: 4690.034668
	Iteration 14Q: 3 clusters Score -1960717 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1960801.000000 Penalty: 4690.034668
	Iteration 15Q: 3 clusters Score -1960801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1960871.250000 Penalty: 4690.034668
	Iteration 16Q: 3 clusters Score -1960871 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1960931.875000 Penalty: 4690.034668
	Iteration 17Q: 3 clusters Score -1960932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1960971.375000 Penalty: 4690.034668
	Iteration 18Q: 3 clusters Score -1960971 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1961016.875000 Penalty: 4690.034668
	Iteration 19Q: 3 clusters Score -1961017 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1961061.875000 Penalty: 4690.034668
	Iteration 20F: 3 clusters Score -1961062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1961104.625000 Penalty: 4690.034668
	Iteration 21Q: 3 clusters Score -1961105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1961149.750000 Penalty: 4690.034668
	Iteration 22Q: 3 clusters Score -1961150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1961203.500000 Penalty: 4690.034668
	Iteration 23Q: 3 clusters Score -1961204 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1961263.000000 Penalty: 4690.034668
	Iteration 24Q: 3 clusters Score -1961263 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1961335.250000 Penalty: 4690.034668
	Iteration 25Q: 3 clusters Score -1961335 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1961392.375000 Penalty: 4690.034668
	Iteration 26Q: 3 clusters Score -1961392 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1961450.375000 Penalty: 4690.034668
	Iteration 27Q: 3 clusters Score -1961450 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1961491.750000 Penalty: 4690.034668
	Iteration 28Q: 3 clusters Score -1961492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1961526.750000 Penalty: 4690.034668
	Iteration 29Q: 3 clusters Score -1961527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1961549.500000 Penalty: 4690.034668
	Iteration 30Q: 3 clusters Score -1961550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1961564.000000 Penalty: 4690.034668
	Iteration 31Q: 3 clusters Score -1961564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1961572.250000 Penalty: 4690.034668
	Iteration 32Q: 3 clusters Score -1961572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1961575.375000 Penalty: 4690.034668
	Iteration 33Q: 3 clusters Score -1961575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1961585.250000 Penalty: 4690.034668
	Iteration 34Q: 3 clusters Score -1961585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1961588.750000 Penalty: 4690.034668
	Iteration 35Q: 3 clusters Score -1961589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1961589.250000 Penalty: 4690.034668
	Iteration 36Q: 3 clusters Score -1961589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1961598.000000 Penalty: 4690.034668
	Iteration 37Q: 3 clusters Score -1961598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1961603.250000 Penalty: 4690.034668
	Iteration 38Q: 3 clusters Score -1961603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1961613.000000 Penalty: 4690.034668
	Iteration 39Q: 3 clusters Score -1961613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1961619.000000 Penalty: 4690.034668
	Iteration 40F: 3 clusters Score -1961619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1961623.500000 Penalty: 4690.034668
	Iteration 41Q: 3 clusters Score -1961624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1961626.500000 Penalty: 4690.034668
	Iteration 42Q: 3 clusters Score -1961626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1961625.000000 Penalty: 4690.034668
	Iteration 43Q: 3 clusters Score -1961625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1961626.000000 Penalty: 4690.034668
	Iteration 44Q: 3 clusters Score -1961626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1961630.750000 Penalty: 4690.034668
	Iteration 45Q: 3 clusters Score -1961631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1961634.875000 Penalty: 4690.034668
	Iteration 46Q: 3 clusters Score -1961635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1961636.000000 Penalty: 4690.034668
	Iteration 47Q: 3 clusters Score -1961636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1961635.125000 Penalty: 4690.034668
	Iteration 48Q: 3 clusters Score -1961635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1961634.500000 Penalty: 4690.034668
	Iteration 49Q: 3 clusters Score -1961634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1961640.375000 Penalty: 4690.034668
	Iteration 50Q: 3 clusters Score -1961640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1961638.750000 Penalty: 4690.034668
	Iteration 51Q: 3 clusters Score -1961639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1961641.125000 Penalty: 4690.034668
	Iteration 52Q: 3 clusters Score -1961641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1961639.625000 Penalty: 4690.034668
	Iteration 53Q: 3 clusters Score -1961640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1961639.500000 Penalty: 4690.034668
	Iteration 54Q: 3 clusters Score -1961640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1961639.750000 Penalty: 4690.034668
	Iteration 55Q: 3 clusters Score -1961640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1961639.375000 Penalty: 4690.034668
	Iteration 56Q: 3 clusters Score -1961639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1961640.750000 Penalty: 4690.034668
	Iteration 57Q: 3 clusters Score -1961641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1961640.250000 Penalty: 4690.034668
	Iteration 58Q: 3 clusters Score -1961640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1961643.500000 Penalty: 4690.034668
	Iteration 59Q: 3 clusters Score -1961644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1961641.750000 Penalty: 4690.034668
	Iteration 60F: 3 clusters Score -1961642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1961639.000000 Penalty: 4690.034668
	Iteration 61Q: 3 clusters Score -1961639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1961641.875000 Penalty: 4690.034668
	Iteration 62Q: 3 clusters Score -1961642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1961640.750000 Penalty: 4690.034668
	Iteration 63Q: 3 clusters Score -1961641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1961643.375000 Penalty: 4690.034668
	Iteration 64Q: 3 clusters Score -1961643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1961648.625000 Penalty: 4690.034668
	Iteration 65Q: 3 clusters Score -1961649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1961645.375000 Penalty: 4690.034668
	Iteration 66Q: 3 clusters Score -1961645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1961653.625000 Penalty: 4690.034668
	Iteration 67Q: 3 clusters Score -1961654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1961651.625000 Penalty: 4690.034668
	Iteration 68Q: 3 clusters Score -1961652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1961652.875000 Penalty: 4690.034668
	Iteration 69Q: 3 clusters Score -1961653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1961660.000000 Penalty: 4690.034668
	Iteration 70Q: 3 clusters Score -1961660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1961655.625000 Penalty: 4690.034668
	Iteration 71Q: 3 clusters Score -1961656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1961656.625000 Penalty: 4690.034668
	Iteration 72Q: 3 clusters Score -1961657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1961654.750000 Penalty: 4690.034668
	Iteration 73Q: 3 clusters Score -1961655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1961652.500000 Penalty: 4690.034668
	Iteration 74Q: 3 clusters Score -1961652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1961657.750000 Penalty: 4690.034668
	Iteration 75Q: 3 clusters Score -1961658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1961658.000000 Penalty: 4690.034668
	Iteration 76Q: 3 clusters Score -1961658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1961657.250000 Penalty: 4690.034668
	Iteration 77Q: 3 clusters Score -1961657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1961657.250000 Penalty: 4690.034668
	Iteration 78Q: 3 clusters Score -1961657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1961657.625000 Penalty: 4690.034668
	Iteration 79Q: 3 clusters Score -1961658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1961660.625000 Penalty: 4690.034668
	Iteration 80F: 3 clusters Score -1961661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1961663.750000 Penalty: 4690.034668
	Iteration 81Q: 3 clusters Score -1961664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1961666.375000 Penalty: 4690.034668
	Iteration 82Q: 3 clusters Score -1961666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1961663.375000 Penalty: 4690.034668
	Iteration 83Q: 3 clusters Score -1961663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1961661.250000 Penalty: 4690.034668
	Iteration 84Q: 3 clusters Score -1961661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1961665.500000 Penalty: 4690.034668
	Iteration 85Q: 3 clusters Score -1961666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1961665.500000 Penalty: 4690.034668
	Iteration 86F: 3 clusters Score -1961666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -371333.187500 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -371333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -368414.375000 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -368414.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -369107.843750 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -369107.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -369436.437500 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -369436.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -369845.625000 Penalty: 3879.535156
	Iteration 3F: 3 clusters Score -369845.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -370264.125000 Penalty: 3879.535156
	Iteration 4F: 3 clusters Score -370264.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -370571.812500 Penalty: 3879.535156
	Iteration 5F: 3 clusters Score -370571.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -370759.500000 Penalty: 3879.535156
	Iteration 6F: 3 clusters Score -370759.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -370870.406250 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -370870.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -370927.687500 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -370927.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -370982.312500 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -370982.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -371014.031250 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -371014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -371030.906250 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -371030.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -371041.812500 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -371041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -371047.406250 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -371047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -371049.406250 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -371049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -371050.218750 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -371050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -371050.468750 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -371050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -371052.000000 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -371052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -371053.031250 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -371053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -371053.031250 Penalty: 3879.535156
	Iteration 19F: 3 clusters Score -371053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -312058.343750 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -312058.3 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 1003 members 
Entering Unmasked Estep 
Score: -309454.281250 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -309454.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -309935.656250 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -309935.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -310099.937500 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -310099.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -310188.250000 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -310188.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -310243.906250 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -310243.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -310283.281250 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -310283.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -310316.718750 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -310316.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -310356.156250 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -310356.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -310394.343750 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -310394.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -310456.312500 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -310456.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -310531.843750 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -310531.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -310627.937500 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -310627.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -310724.656250 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -310724.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -310896.781250 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -310896.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -311120.906250 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -311120.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -311248.625000 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -311248.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -311348.625000 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -311348.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -311384.656250 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -311384.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -311408.906250 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -311408.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -311432.218750 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -311432.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -311454.656250 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -311454.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -311483.500000 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -311483.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -311500.593750 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -311500.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -311510.812500 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -311510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -311515.843750 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -311515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -311524.031250 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -311524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -311527.187500 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -311527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -311528.656250 Penalty: 3773.999756
	Iteration 27Q: 3 clusters Score -311528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -311528.656250 Penalty: 3773.999756
	Iteration 28F: 3 clusters Score -311528.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Entering Unmasked Estep 
Score: -1099127.250000 Penalty: 2193.824219
	Iteration 0F: 2 clusters Score -1099127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1093399.875000 Penalty: 4387.648438
	Iteration 0F: 3 clusters Score -1093400 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1094872.625000 Penalty: 4387.648438
	Iteration 1F: 3 clusters Score -1094873 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1095150.125000 Penalty: 4387.648438
	Iteration 2F: 3 clusters Score -1095150 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1095324.250000 Penalty: 4387.648438
	Iteration 3F: 3 clusters Score -1095324 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1095434.250000 Penalty: 4387.648438
	Iteration 4Q: 3 clusters Score -1095434 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1095530.625000 Penalty: 4387.648438
	Iteration 5Q: 3 clusters Score -1095531 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1095598.125000 Penalty: 4387.648438
	Iteration 6Q: 3 clusters Score -1095598 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1095666.875000 Penalty: 4387.648438
	Iteration 7Q: 3 clusters Score -1095667 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1095734.125000 Penalty: 4387.648438
	Iteration 8Q: 3 clusters Score -1095734 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1095816.375000 Penalty: 4387.648438
	Iteration 9Q: 3 clusters Score -1095816 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1095949.000000 Penalty: 4387.648438
	Iteration 10Q: 3 clusters Score -1095949 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1096137.625000 Penalty: 4387.648438
	Iteration 11Q: 3 clusters Score -1096138 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1096354.125000 Penalty: 4387.648438
	Iteration 12Q: 3 clusters Score -1096354 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1096612.000000 Penalty: 4387.648438
	Iteration 13Q: 3 clusters Score -1096612 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1096973.500000 Penalty: 4387.648438
	Iteration 14F: 3 clusters Score -1096974 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1097394.750000 Penalty: 4387.648438
	Iteration 15F: 3 clusters Score -1097395 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1097830.125000 Penalty: 4387.648438
	Iteration 16F: 3 clusters Score -1097830 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1098116.375000 Penalty: 4387.648438
	Iteration 17Q: 3 clusters Score -1098116 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1098272.750000 Penalty: 4387.648438
	Iteration 18Q: 3 clusters Score -1098273 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1098359.500000 Penalty: 4387.648438
	Iteration 19Q: 3 clusters Score -1098360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1098397.500000 Penalty: 4387.648438
	Iteration 20F: 3 clusters Score -1098398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1098418.125000 Penalty: 4387.648438
	Iteration 21Q: 3 clusters Score -1098418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1098433.000000 Penalty: 4387.648438
	Iteration 22Q: 3 clusters Score -1098433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1098437.750000 Penalty: 4387.648438
	Iteration 23Q: 3 clusters Score -1098438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1098445.875000 Penalty: 4387.648438
	Iteration 24Q: 3 clusters Score -1098446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1098450.500000 Penalty: 4387.648438
	Iteration 25Q: 3 clusters Score -1098450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1098450.500000 Penalty: 4387.648438
	Iteration 26Q: 3 clusters Score -1098450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1098452.000000 Penalty: 4387.648438
	Iteration 27Q: 3 clusters Score -1098452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1098452.375000 Penalty: 4387.648438
	Iteration 28Q: 3 clusters Score -1098452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1098454.000000 Penalty: 4387.648438
	Iteration 29Q: 3 clusters Score -1098454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1098454.000000 Penalty: 4387.648438
	Iteration 30F: 3 clusters Score -1098454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -546765.125000 Penalty: 2039.259888
	Iteration 0F: 2 clusters Score -546765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -543109.437500 Penalty: 4078.519775
	Iteration 0F: 3 clusters Score -543109.4 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -543928.687500 Penalty: 4078.519775
	Iteration 1F: 3 clusters Score -543928.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -544138.000000 Penalty: 4078.519775
	Iteration 2F: 3 clusters Score -544138 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -544392.625000 Penalty: 4078.519775
	Iteration 3F: 3 clusters Score -544392.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -544667.187500 Penalty: 4078.519775
	Iteration 4F: 3 clusters Score -544667.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -545005.500000 Penalty: 4078.519775
	Iteration 5F: 3 clusters Score -545005.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -545347.750000 Penalty: 4078.519775
	Iteration 6F: 3 clusters Score -545347.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -545658.000000 Penalty: 4078.519775
	Iteration 7F: 3 clusters Score -545658 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -545841.625000 Penalty: 4078.519775
	Iteration 8Q: 3 clusters Score -545841.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -545918.312500 Penalty: 4078.519775
	Iteration 9Q: 3 clusters Score -545918.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -545986.875000 Penalty: 4078.519775
	Iteration 10Q: 3 clusters Score -545986.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -546016.937500 Penalty: 4078.519775
	Iteration 11Q: 3 clusters Score -546016.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -546045.875000 Penalty: 4078.519775
	Iteration 12Q: 3 clusters Score -546045.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -546068.125000 Penalty: 4078.519775
	Iteration 13Q: 3 clusters Score -546068.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -546077.062500 Penalty: 4078.519775
	Iteration 14Q: 3 clusters Score -546077.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -546083.312500 Penalty: 4078.519775
	Iteration 15Q: 3 clusters Score -546083.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -546094.187500 Penalty: 4078.519775
	Iteration 16Q: 3 clusters Score -546094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -546103.125000 Penalty: 4078.519775
	Iteration 17Q: 3 clusters Score -546103.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -546110.687500 Penalty: 4078.519775
	Iteration 18Q: 3 clusters Score -546110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -546112.125000 Penalty: 4078.519775
	Iteration 19Q: 3 clusters Score -546112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -546112.375000 Penalty: 4078.519775
	Iteration 20F: 3 clusters Score -546112.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -546115.312500 Penalty: 4078.519775
	Iteration 21Q: 3 clusters Score -546115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -546116.937500 Penalty: 4078.519775
	Iteration 22Q: 3 clusters Score -546116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -546116.937500 Penalty: 4078.519775
	Iteration 23F: 3 clusters Score -546116.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -566992.812500 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -566992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -563243.937500 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -563243.9 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -564216.875000 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -564216.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -564512.562500 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -564512.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -564750.750000 Penalty: 4094.633301
	Iteration 3F: 3 clusters Score -564750.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -564913.937500 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -564913.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -565058.250000 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -565058.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -565198.937500 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -565198.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -565323.937500 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -565323.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -565447.562500 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -565447.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -565555.625000 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -565555.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -565642.312500 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -565642.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -565731.000000 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -565731 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -565825.375000 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -565825.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -565927.062500 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -565927.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -566000.437500 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -566000.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -566067.125000 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -566067.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -566111.625000 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -566111.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -566155.500000 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -566155.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -566190.625000 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -566190.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -566210.687500 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -566210.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -566231.875000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -566231.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -566255.937500 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -566255.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -566273.937500 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -566273.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -566286.062500 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -566286.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -566309.125000 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -566309.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -566322.875000 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -566322.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -566336.500000 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -566336.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -566346.687500 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -566346.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -566354.687500 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -566354.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -566359.750000 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -566359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -566361.812500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -566361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -566363.687500 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -566363.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -566367.062500 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -566367.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -566373.000000 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -566373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -566376.187500 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -566376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -566378.187500 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -566378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -566382.812500 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -566382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -566383.062500 Penalty: 4094.633301
	Iteration 37Q: 3 clusters Score -566383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -566384.500000 Penalty: 4094.633301
	Iteration 38Q: 3 clusters Score -566384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -566386.187500 Penalty: 4094.633301
	Iteration 39Q: 3 clusters Score -566386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -566386.875000 Penalty: 4094.633301
	Iteration 40F: 3 clusters Score -566386.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -566389.687500 Penalty: 4094.633301
	Iteration 41Q: 3 clusters Score -566389.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -566391.625000 Penalty: 4094.633301
	Iteration 42Q: 3 clusters Score -566391.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -566395.750000 Penalty: 4094.633301
	Iteration 43Q: 3 clusters Score -566395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -566401.125000 Penalty: 4094.633301
	Iteration 44Q: 3 clusters Score -566401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -566408.687500 Penalty: 4094.633301
	Iteration 45Q: 3 clusters Score -566408.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -566415.625000 Penalty: 4094.633301
	Iteration 46Q: 3 clusters Score -566415.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -566422.562500 Penalty: 4094.633301
	Iteration 47Q: 3 clusters Score -566422.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -566428.187500 Penalty: 4094.633301
	Iteration 48Q: 3 clusters Score -566428.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -566433.562500 Penalty: 4094.633301
	Iteration 49Q: 3 clusters Score -566433.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -566437.750000 Penalty: 4094.633301
	Iteration 50Q: 3 clusters Score -566437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -566439.875000 Penalty: 4094.633301
	Iteration 51Q: 3 clusters Score -566439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -566443.187500 Penalty: 4094.633301
	Iteration 52Q: 3 clusters Score -566443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -566444.312500 Penalty: 4094.633301
	Iteration 53Q: 3 clusters Score -566444.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -566451.625000 Penalty: 4094.633301
	Iteration 54Q: 3 clusters Score -566451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -566462.125000 Penalty: 4094.633301
	Iteration 55Q: 3 clusters Score -566462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -566470.687500 Penalty: 4094.633301
	Iteration 56Q: 3 clusters Score -566470.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -566478.875000 Penalty: 4094.633301
	Iteration 57Q: 3 clusters Score -566478.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -566483.437500 Penalty: 4094.633301
	Iteration 58Q: 3 clusters Score -566483.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -566492.562500 Penalty: 4094.633301
	Iteration 59Q: 3 clusters Score -566492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -566495.312500 Penalty: 4094.633301
	Iteration 60F: 3 clusters Score -566495.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -566501.125000 Penalty: 4094.633301
	Iteration 61Q: 3 clusters Score -566501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -566503.750000 Penalty: 4094.633301
	Iteration 62Q: 3 clusters Score -566503.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -566505.937500 Penalty: 4094.633301
	Iteration 63Q: 3 clusters Score -566505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -566511.437500 Penalty: 4094.633301
	Iteration 64Q: 3 clusters Score -566511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -566510.812500 Penalty: 4094.633301
	Iteration 65Q: 3 clusters Score -566510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -566511.687500 Penalty: 4094.633301
	Iteration 66Q: 3 clusters Score -566511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -566512.875000 Penalty: 4094.633301
	Iteration 67Q: 3 clusters Score -566512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -566513.500000 Penalty: 4094.633301
	Iteration 68Q: 3 clusters Score -566513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -566513.687500 Penalty: 4094.633301
	Iteration 69Q: 3 clusters Score -566513.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -566513.687500 Penalty: 4094.633301
	Iteration 70F: 3 clusters Score -566513.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Entering Unmasked Estep 
Score: -4853394.000000 Penalty: 2567.979004
	Iteration 0F: 2 clusters Score -4853394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4831949.000000 Penalty: 5135.958008
	Iteration 0F: 3 clusters Score -4831949 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -4839590.000000 Penalty: 5135.958008
	Iteration 1F: 3 clusters Score -4839590 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4839968.000000 Penalty: 5135.958008
	Iteration 2Q: 3 clusters Score -4839968 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -4840304.000000 Penalty: 5135.958008
	Iteration 3Q: 3 clusters Score -4840304 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4840495.500000 Penalty: 5135.958008
	Iteration 4Q: 3 clusters Score -4840496 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4840716.000000 Penalty: 5135.958008
	Iteration 5Q: 3 clusters Score -4840716 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4840913.000000 Penalty: 5135.958008
	Iteration 6Q: 3 clusters Score -4840913 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4841089.500000 Penalty: 5135.958008
	Iteration 7Q: 3 clusters Score -4841090 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4841280.000000 Penalty: 5135.958008
	Iteration 8Q: 3 clusters Score -4841280 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4841489.000000 Penalty: 5135.958008
	Iteration 9Q: 3 clusters Score -4841489 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4841715.000000 Penalty: 5135.958008
	Iteration 10Q: 3 clusters Score -4841715 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -4841964.000000 Penalty: 5135.958008
	Iteration 11Q: 3 clusters Score -4841964 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4842227.000000 Penalty: 5135.958008
	Iteration 12Q: 3 clusters Score -4842227 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -4842531.500000 Penalty: 5135.958008
	Iteration 13Q: 3 clusters Score -4842532 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4842862.500000 Penalty: 5135.958008
	Iteration 14Q: 3 clusters Score -4842862 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4843219.000000 Penalty: 5135.958008
	Iteration 15Q: 3 clusters Score -4843219 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4843721.500000 Penalty: 5135.958008
	Iteration 16Q: 3 clusters Score -4843722 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4844362.500000 Penalty: 5135.958008
	Iteration 17Q: 3 clusters Score -4844362 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -4845276.500000 Penalty: 5135.958008
	Iteration 18Q: 3 clusters Score -4845276 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4846306.500000 Penalty: 5135.958008
	Iteration 19Q: 3 clusters Score -4846306 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -4847388.000000 Penalty: 5135.958008
	Iteration 20F: 3 clusters Score -4847388 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -4848240.000000 Penalty: 5135.958008
	Iteration 21Q: 3 clusters Score -4848240 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4848853.500000 Penalty: 5135.958008
	Iteration 22Q: 3 clusters Score -4848854 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4849209.000000 Penalty: 5135.958008
	Iteration 23Q: 3 clusters Score -4849209 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4849487.500000 Penalty: 5135.958008
	Iteration 24Q: 3 clusters Score -4849488 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4849699.000000 Penalty: 5135.958008
	Iteration 25Q: 3 clusters Score -4849699 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4849887.000000 Penalty: 5135.958008
	Iteration 26Q: 3 clusters Score -4849887 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4850053.000000 Penalty: 5135.958008
	Iteration 27Q: 3 clusters Score -4850053 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4850199.000000 Penalty: 5135.958008
	Iteration 28Q: 3 clusters Score -4850199 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4850336.000000 Penalty: 5135.958008
	Iteration 29Q: 3 clusters Score -4850336 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4850459.000000 Penalty: 5135.958008
	Iteration 30Q: 3 clusters Score -4850459 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4850556.000000 Penalty: 5135.958008
	Iteration 31Q: 3 clusters Score -4850556 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4850631.500000 Penalty: 5135.958008
	Iteration 32Q: 3 clusters Score -4850632 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4850697.500000 Penalty: 5135.958008
	Iteration 33Q: 3 clusters Score -4850698 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4850745.000000 Penalty: 5135.958008
	Iteration 34Q: 3 clusters Score -4850745 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4850791.000000 Penalty: 5135.958008
	Iteration 35Q: 3 clusters Score -4850791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4850837.000000 Penalty: 5135.958008
	Iteration 36Q: 3 clusters Score -4850837 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4850873.500000 Penalty: 5135.958008
	Iteration 37Q: 3 clusters Score -4850874 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4850908.500000 Penalty: 5135.958008
	Iteration 38Q: 3 clusters Score -4850908 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4850963.000000 Penalty: 5135.958008
	Iteration 39Q: 3 clusters Score -4850963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4851005.500000 Penalty: 5135.958008
	Iteration 40F: 3 clusters Score -4851006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4851055.500000 Penalty: 5135.958008
	Iteration 41Q: 3 clusters Score -4851056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4851076.000000 Penalty: 5135.958008
	Iteration 42Q: 3 clusters Score -4851076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4851099.000000 Penalty: 5135.958008
	Iteration 43Q: 3 clusters Score -4851099 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4851131.500000 Penalty: 5135.958008
	Iteration 44Q: 3 clusters Score -4851132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4851153.500000 Penalty: 5135.958008
	Iteration 45Q: 3 clusters Score -4851154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4851171.500000 Penalty: 5135.958008
	Iteration 46Q: 3 clusters Score -4851172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4851168.500000 Penalty: 5135.958008
	Iteration 47Q: 3 clusters Score -4851168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4851180.000000 Penalty: 5135.958008
	Iteration 48Q: 3 clusters Score -4851180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4851187.000000 Penalty: 5135.958008
	Iteration 49Q: 3 clusters Score -4851187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4851197.000000 Penalty: 5135.958008
	Iteration 50Q: 3 clusters Score -4851197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4851203.000000 Penalty: 5135.958008
	Iteration 51Q: 3 clusters Score -4851203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4851210.500000 Penalty: 5135.958008
	Iteration 52Q: 3 clusters Score -4851210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4851213.500000 Penalty: 5135.958008
	Iteration 53Q: 3 clusters Score -4851214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4851227.500000 Penalty: 5135.958008
	Iteration 54Q: 3 clusters Score -4851228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4851226.000000 Penalty: 5135.958008
	Iteration 55Q: 3 clusters Score -4851226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4851239.000000 Penalty: 5135.958008
	Iteration 56Q: 3 clusters Score -4851239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4851239.000000 Penalty: 5135.958008
	Iteration 57Q: 3 clusters Score -4851239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4851251.000000 Penalty: 5135.958008
	Iteration 58Q: 3 clusters Score -4851251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4851249.500000 Penalty: 5135.958008
	Iteration 59Q: 3 clusters Score -4851250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4851250.500000 Penalty: 5135.958008
	Iteration 60F: 3 clusters Score -4851250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4851255.000000 Penalty: 5135.958008
	Iteration 61Q: 3 clusters Score -4851255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4851254.000000 Penalty: 5135.958008
	Iteration 62Q: 3 clusters Score -4851254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4851250.500000 Penalty: 5135.958008
	Iteration 63Q: 3 clusters Score -4851250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4851251.500000 Penalty: 5135.958008
	Iteration 64Q: 3 clusters Score -4851252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4851256.000000 Penalty: 5135.958008
	Iteration 65Q: 3 clusters Score -4851256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4851262.000000 Penalty: 5135.958008
	Iteration 66Q: 3 clusters Score -4851262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4851261.000000 Penalty: 5135.958008
	Iteration 67Q: 3 clusters Score -4851261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4851262.500000 Penalty: 5135.958008
	Iteration 68Q: 3 clusters Score -4851262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4851264.500000 Penalty: 5135.958008
	Iteration 69Q: 3 clusters Score -4851264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4851266.500000 Penalty: 5135.958008
	Iteration 70Q: 3 clusters Score -4851266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4851270.500000 Penalty: 5135.958008
	Iteration 71Q: 3 clusters Score -4851270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4851267.500000 Penalty: 5135.958008
	Iteration 72Q: 3 clusters Score -4851268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4851264.000000 Penalty: 5135.958008
	Iteration 73Q: 3 clusters Score -4851264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4851264.000000 Penalty: 5135.958008
	Iteration 74F: 3 clusters Score -4851264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -142241.343750 Penalty: 1734.495483
	Iteration 0F: 2 clusters Score -142241.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -140371.718750 Penalty: 3468.990967
	Iteration 0F: 3 clusters Score -140371.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141224.000000 Penalty: 3468.990967
	Iteration 1F: 3 clusters Score -141224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142321.453125 Penalty: 3468.990967
	Iteration 2F: 3 clusters Score -142321.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144147.218750 Penalty: 3468.990967
	Iteration 3F: 3 clusters Score -144147.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -146263.203125 Penalty: 3468.990967
	Iteration 4F: 3 clusters Score -146263.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -146658.531250 Penalty: 3468.990967
	Iteration 5Q: 3 clusters Score -146658.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -146879.593750 Penalty: 3468.990967
	Iteration 6Q: 3 clusters Score -146879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -147013.781250 Penalty: 3468.990967
	Iteration 7Q: 3 clusters Score -147013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -147113.359375 Penalty: 3468.990967
	Iteration 8Q: 3 clusters Score -147113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -147135.312500 Penalty: 3468.990967
	Iteration 9Q: 3 clusters Score -147135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -147174.953125 Penalty: 3468.990967
	Iteration 10Q: 3 clusters Score -147175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -147266.359375 Penalty: 3468.990967
	Iteration 11Q: 3 clusters Score -147266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -147324.187500 Penalty: 3468.990967
	Iteration 12Q: 3 clusters Score -147324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -147360.265625 Penalty: 3468.990967
	Iteration 13Q: 3 clusters Score -147360.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -147456.593750 Penalty: 3468.990967
	Iteration 14Q: 3 clusters Score -147456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -147456.593750 Penalty: 3468.990967
	Iteration 15F: 3 clusters Score -147456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 31406 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8091 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 854 members 
Mstep: Class 33 contains 215 members 
Entering Unmasked Estep 
Score: -86712512.000000 Penalty: 108389.953125
Splitting cluster 27 changes total score from -86707376.000000 to -86712512.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (8091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Entering Unmasked Estep 
Score: -1271624.750000 Penalty: 2231.629883
	Iteration 0F: 2 clusters Score -1271625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1265159.250000 Penalty: 4463.259766
	Iteration 0F: 3 clusters Score -1265159 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1266992.750000 Penalty: 4463.259766
	Iteration 1F: 3 clusters Score -1266993 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1267382.375000 Penalty: 4463.259766
	Iteration 2F: 3 clusters Score -1267382 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1267815.250000 Penalty: 4463.259766
	Iteration 3F: 3 clusters Score -1267815 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1268377.750000 Penalty: 4463.259766
	Iteration 4F: 3 clusters Score -1268378 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1269139.000000 Penalty: 4463.259766
	Iteration 5F: 3 clusters Score -1269139 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1269966.750000 Penalty: 4463.259766
	Iteration 6F: 3 clusters Score -1269967 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1270575.250000 Penalty: 4463.259766
	Iteration 7F: 3 clusters Score -1270575 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1270939.750000 Penalty: 4463.259766
	Iteration 8F: 3 clusters Score -1270940 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1271245.000000 Penalty: 4463.259766
	Iteration 9Q: 3 clusters Score -1271245 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1271556.750000 Penalty: 4463.259766
	Iteration 10Q: 3 clusters Score -1271557 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1271841.750000 Penalty: 4463.259766
	Iteration 11Q: 3 clusters Score -1271842 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1272137.625000 Penalty: 4463.259766
	Iteration 12Q: 3 clusters Score -1272138 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1272456.375000 Penalty: 4463.259766
	Iteration 13Q: 3 clusters Score -1272456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1272747.875000 Penalty: 4463.259766
	Iteration 14Q: 3 clusters Score -1272748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1273049.750000 Penalty: 4463.259766
	Iteration 15Q: 3 clusters Score -1273050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1273252.125000 Penalty: 4463.259766
	Iteration 16Q: 3 clusters Score -1273252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1273320.375000 Penalty: 4463.259766
	Iteration 17Q: 3 clusters Score -1273320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1273341.625000 Penalty: 4463.259766
	Iteration 18Q: 3 clusters Score -1273342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1273359.750000 Penalty: 4463.259766
	Iteration 19Q: 3 clusters Score -1273360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1273369.250000 Penalty: 4463.259766
	Iteration 20F: 3 clusters Score -1273369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1273373.500000 Penalty: 4463.259766
	Iteration 21Q: 3 clusters Score -1273374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1273378.500000 Penalty: 4463.259766
	Iteration 22Q: 3 clusters Score -1273378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1273378.250000 Penalty: 4463.259766
	Iteration 23Q: 3 clusters Score -1273378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1273379.875000 Penalty: 4463.259766
	Iteration 24Q: 3 clusters Score -1273380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1273381.875000 Penalty: 4463.259766
	Iteration 25Q: 3 clusters Score -1273382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1273383.500000 Penalty: 4463.259766
	Iteration 26Q: 3 clusters Score -1273384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1273382.500000 Penalty: 4463.259766
	Iteration 27Q: 3 clusters Score -1273382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1273382.500000 Penalty: 4463.259766
	Iteration 28F: 3 clusters Score -1273382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 31406 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 6856 members 
Mstep: Class 29 contains 774 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 854 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 1235 members 
Entering Unmasked Estep 
Score: -86713096.000000 Penalty: 111674.500000
Splitting cluster 28 changes total score from -86707376.000000 to -86713096.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -93009.382812 Penalty: 1649.589844
	Iteration 0F: 2 clusters Score -93009.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91419.953125 Penalty: 3299.179688
	Iteration 0F: 3 clusters Score -91419.95 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91889.820312 Penalty: 3299.179688
	Iteration 1F: 3 clusters Score -91889.82 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92305.515625 Penalty: 3299.179688
	Iteration 2F: 3 clusters Score -92305.52 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92987.320312 Penalty: 3299.179688
	Iteration 3F: 3 clusters Score -92987.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93603.867188 Penalty: 3299.179688
	Iteration 4F: 3 clusters Score -93603.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93794.031250 Penalty: 3299.179688
	Iteration 5Q: 3 clusters Score -93794.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93966.593750 Penalty: 3299.179688
	Iteration 6Q: 3 clusters Score -93966.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -94155.515625 Penalty: 3299.179688
	Iteration 7Q: 3 clusters Score -94155.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94202.250000 Penalty: 3299.179688
	Iteration 8Q: 3 clusters Score -94202.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94225.460938 Penalty: 3299.179688
	Iteration 9Q: 3 clusters Score -94225.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94231.539062 Penalty: 3299.179688
	Iteration 10Q: 3 clusters Score -94231.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94231.539062 Penalty: 3299.179688
	Iteration 11F: 3 clusters Score -94231.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 31406 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 6856 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 854 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 1235 members 
Mstep: Class 35 contains 380 members 
Entering Unmasked Estep 
Score: -86712584.000000 Penalty: 114959.039062
Splitting cluster 29 changes total score from -86707376.000000 to -86712584.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 30 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -170792.093750 Penalty: 1764.664307
	Iteration 0F: 2 clusters Score -170792.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -168771.765625 Penalty: 3529.328613
	Iteration 0F: 3 clusters Score -168771.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -169251.031250 Penalty: 3529.328613
	Iteration 1F: 3 clusters Score -169251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -169477.781250 Penalty: 3529.328613
	Iteration 2F: 3 clusters Score -169477.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169690.828125 Penalty: 3529.328613
	Iteration 3F: 3 clusters Score -169690.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -169871.375000 Penalty: 3529.328613
	Iteration 4F: 3 clusters Score -169871.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -170010.843750 Penalty: 3529.328613
	Iteration 5F: 3 clusters Score -170010.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -170086.968750 Penalty: 3529.328613
	Iteration 6Q: 3 clusters Score -170087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -170158.828125 Penalty: 3529.328613
	Iteration 7Q: 3 clusters Score -170158.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -170201.734375 Penalty: 3529.328613
	Iteration 8Q: 3 clusters Score -170201.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -170236.500000 Penalty: 3529.328613
	Iteration 9Q: 3 clusters Score -170236.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -170251.640625 Penalty: 3529.328613
	Iteration 10Q: 3 clusters Score -170251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170259.437500 Penalty: 3529.328613
	Iteration 11Q: 3 clusters Score -170259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -170272.718750 Penalty: 3529.328613
	Iteration 12Q: 3 clusters Score -170272.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -170279.640625 Penalty: 3529.328613
	Iteration 13Q: 3 clusters Score -170279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -170288.656250 Penalty: 3529.328613
	Iteration 14Q: 3 clusters Score -170288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -170288.781250 Penalty: 3529.328613
	Iteration 15Q: 3 clusters Score -170288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -170289.843750 Penalty: 3529.328613
	Iteration 16Q: 3 clusters Score -170289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -170291.203125 Penalty: 3529.328613
	Iteration 17Q: 3 clusters Score -170291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -170293.406250 Penalty: 3529.328613
	Iteration 18Q: 3 clusters Score -170293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -170295.296875 Penalty: 3529.328613
	Iteration 19Q: 3 clusters Score -170295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -170296.875000 Penalty: 3529.328613
	Iteration 20F: 3 clusters Score -170296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -170297.453125 Penalty: 3529.328613
	Iteration 21Q: 3 clusters Score -170297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -170297.906250 Penalty: 3529.328613
	Iteration 22Q: 3 clusters Score -170297.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -170299.390625 Penalty: 3529.328613
	Iteration 23Q: 3 clusters Score -170299.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -170302.406250 Penalty: 3529.328613
	Iteration 24Q: 3 clusters Score -170302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -170302.406250 Penalty: 3529.328613
	Iteration 25F: 3 clusters Score -170302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -46383.671875 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -46383.67 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 165 members 
Entering Unmasked Estep 
Score: -45091.824219 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -45091.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45190.199219 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -45190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45236.183594 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -45236.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45268.968750 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -45268.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45291.957031 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -45291.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45299.445312 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -45299.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45307.503906 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -45307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45321.515625 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -45321.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45324.355469 Penalty: 2865.715576
	Iteration 8Q: 3 clusters Score -45324.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45324.355469 Penalty: 2865.715576
	Iteration 9F: 3 clusters Score -45324.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 341 members 
Mstep: Class 1 contains 102020 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 4 contains 2022 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 29506 members 
Mstep: Class 8 contains 8784 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 108969 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 136429 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 659 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 2016 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 3848 members 
Mstep: Class 26 contains 31406 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 6856 members 
Mstep: Class 29 contains 394 members 
Mstep: Class 30 contains 1231 members 
Mstep: Class 31 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713464.000000 Penalty: 114959.039062
Iteration 79Q: 36 clusters Score -8.671346e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 339 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 35028 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 2015 members 
Mstep: Class 5 contains 508 members 
Mstep: Class 6 contains 5304 members 
Mstep: Class 7 contains 29198 members 
Mstep: Class 8 contains 8777 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 109069 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 307 members 
Mstep: Class 14 contains 6050 members 
Mstep: Class 15 contains 136008 members 
Mstep: Class 16 contains 11810 members 
Mstep: Class 17 contains 318 members 
Mstep: Class 18 contains 10437 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12790 members 
Mstep: Class 21 contains 2467 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 3727 members 
Mstep: Class 25 contains 3843 members 
Mstep: Class 26 contains 31341 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 6993 members 
Mstep: Class 29 contains 465 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 323 members 
Mstep: Class 32 contains 854 members 
Mstep: Class 33 contains 215 members 
Mstep: Class 34 contains 1150 members 
Mstep: Class 35 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715136.000000 Penalty: 114959.039062
Iteration 80F: 36 clusters Score -8.671514e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 35020 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 1985 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5303 members 
Mstep: Class 7 contains 28897 members 
Mstep: Class 8 contains 8773 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 109273 members 
Mstep: Class 11 contains 1789 members 
Mstep: Class 12 contains 23312 members 
Mstep: Class 13 contains 315 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 135180 members 
Mstep: Class 16 contains 11914 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10436 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12780 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 6988 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 3830 members 
Mstep: Class 26 contains 31268 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7132 members 
Mstep: Class 29 contains 496 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 324 members 
Mstep: Class 32 contains 889 members 
Mstep: Class 33 contains 222 members 
Mstep: Class 34 contains 1459 members 
Mstep: Class 35 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717064.000000 Penalty: 114959.039062
Iteration 81Q: 36 clusters Score -8.671706e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 35014 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5293 members 
Mstep: Class 7 contains 28580 members 
Mstep: Class 8 contains 8782 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 10 contains 109515 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 23309 members 
Mstep: Class 13 contains 307 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 134510 members 
Mstep: Class 16 contains 12003 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12770 members 
Mstep: Class 21 contains 2491 members 
Mstep: Class 22 contains 2059 members 
Mstep: Class 23 contains 7010 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 3828 members 
Mstep: Class 26 contains 31211 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7234 members 
Mstep: Class 29 contains 519 members 
Mstep: Class 30 contains 1179 members 
Mstep: Class 31 contains 325 members 
Mstep: Class 32 contains 903 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1582 members 
Mstep: Class 35 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717688.000000 Penalty: 114959.039062
Iteration 82Q: 36 clusters Score -8.671769e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 35006 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5307 members 
Mstep: Class 7 contains 28271 members 
Mstep: Class 8 contains 8792 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 109768 members 
Mstep: Class 11 contains 1787 members 
Mstep: Class 12 contains 23311 members 
Mstep: Class 13 contains 302 members 
Mstep: Class 14 contains 5981 members 
Mstep: Class 15 contains 133835 members 
Mstep: Class 16 contains 12083 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 10420 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12773 members 
Mstep: Class 21 contains 2499 members 
Mstep: Class 22 contains 2077 members 
Mstep: Class 23 contains 7031 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 3823 members 
Mstep: Class 26 contains 31159 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7311 members 
Mstep: Class 29 contains 531 members 
Mstep: Class 30 contains 1182 members 
Mstep: Class 31 contains 326 members 
Mstep: Class 32 contains 912 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718168.000000 Penalty: 114959.039062
Iteration 83Q: 36 clusters Score -8.671817e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 104363 members 
Mstep: Class 2 contains 34985 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 27982 members 
Mstep: Class 8 contains 8795 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 110000 members 
Mstep: Class 11 contains 1786 members 
Mstep: Class 12 contains 23307 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 133237 members 
Mstep: Class 16 contains 12160 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 18 contains 10412 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12767 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 2091 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 3715 members 
Mstep: Class 25 contains 3816 members 
Mstep: Class 26 contains 31114 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7379 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 1178 members 
Mstep: Class 31 contains 327 members 
Mstep: Class 32 contains 914 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1695 members 
Mstep: Class 35 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718376.000000 Penalty: 114959.039062
Iteration 84Q: 36 clusters Score -8.671838e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 34969 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 1913 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5289 members 
Mstep: Class 7 contains 27748 members 
Mstep: Class 8 contains 8793 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 110228 members 
Mstep: Class 11 contains 1785 members 
Mstep: Class 12 contains 23304 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5999 members 
Mstep: Class 15 contains 132781 members 
Mstep: Class 16 contains 12247 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 18 contains 10405 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 7105 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 3812 members 
Mstep: Class 26 contains 31053 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7451 members 
Mstep: Class 29 contains 538 members 
Mstep: Class 30 contains 1181 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1712 members 
Mstep: Class 35 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718200.000000 Penalty: 114959.039062
Iteration 85Q: 36 clusters Score -8.67182e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 104953 members 
Mstep: Class 2 contains 34954 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 1898 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5284 members 
Mstep: Class 7 contains 27493 members 
Mstep: Class 8 contains 8807 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 110520 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 23301 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 132331 members 
Mstep: Class 16 contains 12320 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12758 members 
Mstep: Class 21 contains 2533 members 
Mstep: Class 22 contains 2118 members 
Mstep: Class 23 contains 7139 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 30986 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7522 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 1177 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1728 members 
Mstep: Class 35 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718368.000000 Penalty: 114959.039062
Iteration 86Q: 36 clusters Score -8.671837e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 34946 members 
Mstep: Class 3 contains 1812 members 
Mstep: Class 4 contains 1891 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 27259 members 
Mstep: Class 8 contains 8801 members 
Mstep: Class 9 contains 3872 members 
Mstep: Class 10 contains 110751 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 23300 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 15 contains 131968 members 
Mstep: Class 16 contains 12360 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 2534 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 7176 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 3799 members 
Mstep: Class 26 contains 30940 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7588 members 
Mstep: Class 29 contains 552 members 
Mstep: Class 30 contains 1168 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1740 members 
Mstep: Class 35 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718192.000000 Penalty: 114959.039062
Iteration 87Q: 36 clusters Score -8.671819e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 34926 members 
Mstep: Class 3 contains 1809 members 
Mstep: Class 4 contains 1883 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 27057 members 
Mstep: Class 8 contains 8800 members 
Mstep: Class 9 contains 3875 members 
Mstep: Class 10 contains 110966 members 
Mstep: Class 11 contains 1777 members 
Mstep: Class 12 contains 23294 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 15 contains 131688 members 
Mstep: Class 16 contains 12414 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12745 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 7204 members 
Mstep: Class 24 contains 3721 members 
Mstep: Class 25 contains 3792 members 
Mstep: Class 26 contains 30907 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7649 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 1167 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718216.000000 Penalty: 114959.039062
Iteration 88Q: 36 clusters Score -8.671822e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 1806 members 
Mstep: Class 4 contains 1874 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5285 members 
Mstep: Class 7 contains 26841 members 
Mstep: Class 8 contains 8806 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 10 contains 111165 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 23297 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 15 contains 131489 members 
Mstep: Class 16 contains 12452 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2541 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 30859 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7711 members 
Mstep: Class 29 contains 566 members 
Mstep: Class 30 contains 1171 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718264.000000 Penalty: 114959.039062
Iteration 89Q: 36 clusters Score -8.671826e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 1863 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5288 members 
Mstep: Class 7 contains 26666 members 
Mstep: Class 8 contains 8813 members 
Mstep: Class 9 contains 3873 members 
Mstep: Class 10 contains 111312 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 23294 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 131253 members 
Mstep: Class 16 contains 12482 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12744 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 7233 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 3791 members 
Mstep: Class 26 contains 30827 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7756 members 
Mstep: Class 29 contains 566 members 
Mstep: Class 30 contains 1174 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718480.000000 Penalty: 114959.039062
Iteration 90Q: 36 clusters Score -8.671848e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105822 members 
Mstep: Class 2 contains 34911 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1853 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5288 members 
Mstep: Class 7 contains 26507 members 
Mstep: Class 8 contains 8817 members 
Mstep: Class 9 contains 3870 members 
Mstep: Class 10 contains 111490 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 23293 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 131035 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12748 members 
Mstep: Class 21 contains 2552 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 3716 members 
Mstep: Class 25 contains 3788 members 
Mstep: Class 26 contains 30813 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7786 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 1176 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1770 members 
Mstep: Class 35 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718576.000000 Penalty: 114959.039062
Iteration 91Q: 36 clusters Score -8.671858e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 34916 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1842 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 26364 members 
Mstep: Class 8 contains 8820 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 111702 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 23287 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 130842 members 
Mstep: Class 16 contains 12523 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12753 members 
Mstep: Class 21 contains 2553 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 3712 members 
Mstep: Class 25 contains 3783 members 
Mstep: Class 26 contains 30807 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7825 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 1183 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718696.000000 Penalty: 114959.039062
Iteration 92Q: 36 clusters Score -8.67187e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105845 members 
Mstep: Class 2 contains 34911 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 1828 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 26226 members 
Mstep: Class 8 contains 8818 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 111865 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23290 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 130726 members 
Mstep: Class 16 contains 12553 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 7294 members 
Mstep: Class 24 contains 3711 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 30795 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7879 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 1188 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1781 members 
Mstep: Class 35 contains 637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718416.000000 Penalty: 114959.039062
Iteration 93Q: 36 clusters Score -8.671842e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 34897 members 
Mstep: Class 3 contains 1798 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5281 members 
Mstep: Class 7 contains 26103 members 
Mstep: Class 8 contains 8820 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 112044 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 23295 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 130603 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 7316 members 
Mstep: Class 24 contains 3703 members 
Mstep: Class 25 contains 3772 members 
Mstep: Class 26 contains 30790 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7931 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1784 members 
Mstep: Class 35 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718616.000000 Penalty: 114959.039062
Iteration 94Q: 36 clusters Score -8.671862e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 34885 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5273 members 
Mstep: Class 7 contains 25987 members 
Mstep: Class 8 contains 8828 members 
Mstep: Class 9 contains 3869 members 
Mstep: Class 10 contains 112184 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23296 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 130518 members 
Mstep: Class 16 contains 12630 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12738 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 7329 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 30775 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 7984 members 
Mstep: Class 29 contains 569 members 
Mstep: Class 30 contains 1200 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1790 members 
Mstep: Class 35 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718592.000000 Penalty: 114959.039062
Iteration 95Q: 36 clusters Score -8.671859e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 34895 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 1805 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 25879 members 
Mstep: Class 8 contains 8828 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 112282 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 23289 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 130481 members 
Mstep: Class 16 contains 12651 members 
Mstep: Class 17 contains 311 members 
Mstep: Class 18 contains 10407 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12737 members 
Mstep: Class 21 contains 2559 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 7339 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 3766 members 
Mstep: Class 26 contains 30762 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8042 members 
Mstep: Class 29 contains 568 members 
Mstep: Class 30 contains 1209 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1793 members 
Mstep: Class 35 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718592.000000 Penalty: 114959.039062
Iteration 96Q: 36 clusters Score -8.671859e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 34893 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5268 members 
Mstep: Class 7 contains 25785 members 
Mstep: Class 8 contains 8823 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 10 contains 112300 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 23285 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5981 members 
Mstep: Class 15 contains 130475 members 
Mstep: Class 16 contains 12667 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 2559 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 7370 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 3763 members 
Mstep: Class 26 contains 30755 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8096 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 1219 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718328.000000 Penalty: 114959.039062
Iteration 97Q: 36 clusters Score -8.671833e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 34882 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1797 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5264 members 
Mstep: Class 7 contains 25690 members 
Mstep: Class 8 contains 8825 members 
Mstep: Class 9 contains 3875 members 
Mstep: Class 10 contains 112346 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 23283 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5982 members 
Mstep: Class 15 contains 130487 members 
Mstep: Class 16 contains 12685 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 10406 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12735 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 7385 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 3760 members 
Mstep: Class 26 contains 30737 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8143 members 
Mstep: Class 29 contains 568 members 
Mstep: Class 30 contains 1232 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1791 members 
Mstep: Class 35 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718280.000000 Penalty: 114959.039062
Iteration 98Q: 36 clusters Score -8.671828e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 34871 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5261 members 
Mstep: Class 7 contains 25622 members 
Mstep: Class 8 contains 8831 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 112388 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 23276 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 5981 members 
Mstep: Class 15 contains 130489 members 
Mstep: Class 16 contains 12708 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 10409 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12734 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 7390 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 3761 members 
Mstep: Class 26 contains 30734 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 568 members 
Mstep: Class 30 contains 1244 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1791 members 
Mstep: Class 35 contains 666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718424.000000 Penalty: 114959.039062
Iteration 99Q: 36 clusters Score -8.671842e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 105724 members 
Mstep: Class 2 contains 34863 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 25562 members 
Mstep: Class 8 contains 8835 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 112418 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 130498 members 
Mstep: Class 16 contains 12716 members 
Mstep: Class 17 contains 312 members 
Mstep: Class 18 contains 10414 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12734 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 7393 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 3763 members 
Mstep: Class 26 contains 30736 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8202 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 1264 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1791 members 
Mstep: Class 35 contains 669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718736.000000 Penalty: 114959.039062
Iteration 100F: 36 clusters Score -8.671874e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 1 contains 105741 members 
Mstep: Class 2 contains 34867 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 25491 members 
Mstep: Class 8 contains 8839 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 112433 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23257 members 
Mstep: Class 13 contains 302 members 
Mstep: Class 14 contains 5982 members 
Mstep: Class 15 contains 130503 members 
Mstep: Class 16 contains 12720 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 10417 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12737 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 7384 members 
Mstep: Class 24 contains 3621 members 
Mstep: Class 25 contains 3762 members 
Mstep: Class 26 contains 30730 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8233 members 
Mstep: Class 29 contains 570 members 
Mstep: Class 30 contains 1282 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1792 members 
Mstep: Class 35 contains 676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719440.000000 Penalty: 114959.039062
Iteration 101Q: 36 clusters Score -8.671944e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 25399 members 
Mstep: Class 8 contains 8841 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 112418 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23250 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5983 members 
Mstep: Class 15 contains 130530 members 
Mstep: Class 16 contains 12720 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 18 contains 10422 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 2205 members 
Mstep: Class 23 contains 7379 members 
Mstep: Class 24 contains 3604 members 
Mstep: Class 25 contains 3760 members 
Mstep: Class 26 contains 30724 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8261 members 
Mstep: Class 29 contains 571 members 
Mstep: Class 30 contains 1303 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1795 members 
Mstep: Class 35 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719296.000000 Penalty: 114959.039062
Iteration 102Q: 36 clusters Score -8.67193e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 34873 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 25316 members 
Mstep: Class 8 contains 8839 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 112419 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23242 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5980 members 
Mstep: Class 15 contains 130524 members 
Mstep: Class 16 contains 12729 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 10427 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12741 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 7374 members 
Mstep: Class 24 contains 3583 members 
Mstep: Class 25 contains 3763 members 
Mstep: Class 26 contains 30722 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8280 members 
Mstep: Class 29 contains 573 members 
Mstep: Class 30 contains 1322 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1798 members 
Mstep: Class 35 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719336.000000 Penalty: 114959.039062
Iteration 103Q: 36 clusters Score -8.671934e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105895 members 
Mstep: Class 2 contains 34869 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 25210 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 112429 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23240 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 130536 members 
Mstep: Class 16 contains 12732 members 
Mstep: Class 17 contains 323 members 
Mstep: Class 18 contains 10439 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12740 members 
Mstep: Class 21 contains 2561 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 7373 members 
Mstep: Class 24 contains 3553 members 
Mstep: Class 25 contains 3767 members 
Mstep: Class 26 contains 30713 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8296 members 
Mstep: Class 29 contains 577 members 
Mstep: Class 30 contains 1345 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 916 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1800 members 
Mstep: Class 35 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719264.000000 Penalty: 114959.039062
Iteration 104Q: 36 clusters Score -8.671926e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 34865 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5283 members 
Mstep: Class 7 contains 25104 members 
Mstep: Class 8 contains 8852 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 112450 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23237 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5987 members 
Mstep: Class 15 contains 130555 members 
Mstep: Class 16 contains 12739 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 10448 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12746 members 
Mstep: Class 21 contains 2560 members 
Mstep: Class 22 contains 2213 members 
Mstep: Class 23 contains 7368 members 
Mstep: Class 24 contains 3530 members 
Mstep: Class 25 contains 3761 members 
Mstep: Class 26 contains 30710 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8310 members 
Mstep: Class 29 contains 580 members 
Mstep: Class 30 contains 1361 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1800 members 
Mstep: Class 35 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719200.000000 Penalty: 114959.039062
Iteration 105Q: 36 clusters Score -8.67192e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 34854 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 25007 members 
Mstep: Class 8 contains 8853 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 112494 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 23231 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 130589 members 
Mstep: Class 16 contains 12745 members 
Mstep: Class 17 contains 318 members 
Mstep: Class 18 contains 10452 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12755 members 
Mstep: Class 21 contains 2562 members 
Mstep: Class 22 contains 2214 members 
Mstep: Class 23 contains 7364 members 
Mstep: Class 24 contains 3513 members 
Mstep: Class 25 contains 3759 members 
Mstep: Class 26 contains 30706 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8324 members 
Mstep: Class 29 contains 586 members 
Mstep: Class 30 contains 1377 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719440.000000 Penalty: 114959.039062
Iteration 106Q: 36 clusters Score -8.671944e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 34838 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 24925 members 
Mstep: Class 8 contains 8860 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 112518 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23229 members 
Mstep: Class 13 contains 300 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 130622 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10455 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12755 members 
Mstep: Class 21 contains 2565 members 
Mstep: Class 22 contains 2217 members 
Mstep: Class 23 contains 7356 members 
Mstep: Class 24 contains 3486 members 
Mstep: Class 25 contains 3764 members 
Mstep: Class 26 contains 30699 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8333 members 
Mstep: Class 29 contains 590 members 
Mstep: Class 30 contains 1398 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719368.000000 Penalty: 114959.039062
Iteration 107Q: 36 clusters Score -8.671937e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105973 members 
Mstep: Class 2 contains 34834 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5299 members 
Mstep: Class 7 contains 24839 members 
Mstep: Class 8 contains 8860 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 112545 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 23224 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 130647 members 
Mstep: Class 16 contains 12756 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10455 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 2564 members 
Mstep: Class 22 contains 2219 members 
Mstep: Class 23 contains 7349 members 
Mstep: Class 24 contains 3467 members 
Mstep: Class 25 contains 3764 members 
Mstep: Class 26 contains 30692 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8341 members 
Mstep: Class 29 contains 597 members 
Mstep: Class 30 contains 1413 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 920 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719784.000000 Penalty: 114959.039062
Iteration 108Q: 36 clusters Score -8.671978e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 34802 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5303 members 
Mstep: Class 7 contains 24745 members 
Mstep: Class 8 contains 8861 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 112588 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23221 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5982 members 
Mstep: Class 15 contains 130690 members 
Mstep: Class 16 contains 12754 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10459 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12761 members 
Mstep: Class 21 contains 2568 members 
Mstep: Class 22 contains 2219 members 
Mstep: Class 23 contains 7343 members 
Mstep: Class 24 contains 3466 members 
Mstep: Class 25 contains 3762 members 
Mstep: Class 26 contains 30691 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8351 members 
Mstep: Class 29 contains 602 members 
Mstep: Class 30 contains 1429 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 920 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719800.000000 Penalty: 114959.039062
Iteration 109Q: 36 clusters Score -8.67198e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 106002 members 
Mstep: Class 2 contains 34787 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5304 members 
Mstep: Class 7 contains 24651 members 
Mstep: Class 8 contains 8863 members 
Mstep: Class 9 contains 3884 members 
Mstep: Class 10 contains 112623 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23215 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 130710 members 
Mstep: Class 16 contains 12762 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 10466 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12766 members 
Mstep: Class 21 contains 2572 members 
Mstep: Class 22 contains 2219 members 
Mstep: Class 23 contains 7339 members 
Mstep: Class 24 contains 3457 members 
Mstep: Class 25 contains 3758 members 
Mstep: Class 26 contains 30694 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8358 members 
Mstep: Class 29 contains 605 members 
Mstep: Class 30 contains 1446 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 920 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719832.000000 Penalty: 114959.039062
Iteration 110Q: 36 clusters Score -8.671983e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 34772 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 24552 members 
Mstep: Class 8 contains 8863 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 10 contains 112692 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23209 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5975 members 
Mstep: Class 15 contains 130719 members 
Mstep: Class 16 contains 12762 members 
Mstep: Class 17 contains 315 members 
Mstep: Class 18 contains 10475 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12770 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 7339 members 
Mstep: Class 24 contains 3444 members 
Mstep: Class 25 contains 3756 members 
Mstep: Class 26 contains 30703 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8370 members 
Mstep: Class 29 contains 609 members 
Mstep: Class 30 contains 1464 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 920 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719992.000000 Penalty: 114959.039062
Iteration 111Q: 36 clusters Score -8.671999e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 34764 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 24466 members 
Mstep: Class 8 contains 8861 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 112759 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 23203 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 130744 members 
Mstep: Class 16 contains 12765 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10484 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12771 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 2221 members 
Mstep: Class 23 contains 7329 members 
Mstep: Class 24 contains 3433 members 
Mstep: Class 25 contains 3756 members 
Mstep: Class 26 contains 30708 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8386 members 
Mstep: Class 29 contains 614 members 
Mstep: Class 30 contains 1482 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 920 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720136.000000 Penalty: 114959.039062
Iteration 112Q: 36 clusters Score -8.672014e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 34758 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 24381 members 
Mstep: Class 8 contains 8858 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 112810 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 23202 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 130756 members 
Mstep: Class 16 contains 12769 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12773 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 7327 members 
Mstep: Class 24 contains 3420 members 
Mstep: Class 25 contains 3753 members 
Mstep: Class 26 contains 30708 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 615 members 
Mstep: Class 30 contains 1500 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 920 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720152.000000 Penalty: 114959.039062
Iteration 113Q: 36 clusters Score -8.672015e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 34760 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5298 members 
Mstep: Class 7 contains 24292 members 
Mstep: Class 8 contains 8857 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 10 contains 112836 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23200 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130790 members 
Mstep: Class 16 contains 12770 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10497 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12775 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 7321 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 3756 members 
Mstep: Class 26 contains 30705 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8420 members 
Mstep: Class 29 contains 621 members 
Mstep: Class 30 contains 1507 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720312.000000 Penalty: 114959.039062
Iteration 114Q: 36 clusters Score -8.672031e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 34750 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 24205 members 
Mstep: Class 8 contains 8855 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 112877 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 130817 members 
Mstep: Class 16 contains 12774 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10501 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12775 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 7319 members 
Mstep: Class 24 contains 3397 members 
Mstep: Class 25 contains 3757 members 
Mstep: Class 26 contains 30707 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8433 members 
Mstep: Class 29 contains 621 members 
Mstep: Class 30 contains 1519 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1803 members 
Mstep: Class 35 contains 728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720376.000000 Penalty: 114959.039062
Iteration 115Q: 36 clusters Score -8.672038e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 34745 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 24117 members 
Mstep: Class 8 contains 8849 members 
Mstep: Class 9 contains 3878 members 
Mstep: Class 10 contains 112919 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23203 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 130859 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10499 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12774 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 7314 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 3753 members 
Mstep: Class 26 contains 30703 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8445 members 
Mstep: Class 29 contains 622 members 
Mstep: Class 30 contains 1528 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720272.000000 Penalty: 114959.039062
Iteration 116Q: 36 clusters Score -8.672027e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105987 members 
Mstep: Class 2 contains 34736 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 24026 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 10 contains 112937 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130942 members 
Mstep: Class 16 contains 12778 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10501 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12773 members 
Mstep: Class 21 contains 2576 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 7310 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 3749 members 
Mstep: Class 26 contains 30700 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8454 members 
Mstep: Class 29 contains 622 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720232.000000 Penalty: 114959.039062
Iteration 117Q: 36 clusters Score -8.672023e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 34735 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5299 members 
Mstep: Class 7 contains 23935 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 3875 members 
Mstep: Class 10 contains 112970 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5964 members 
Mstep: Class 15 contains 130971 members 
Mstep: Class 16 contains 12774 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10506 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12775 members 
Mstep: Class 21 contains 2577 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 7310 members 
Mstep: Class 24 contains 3403 members 
Mstep: Class 25 contains 3745 members 
Mstep: Class 26 contains 30713 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8461 members 
Mstep: Class 29 contains 623 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720392.000000 Penalty: 114959.039062
Iteration 118Q: 36 clusters Score -8.672039e+07 nChanged 370
Entering ConstructFrom: 
Score: -86720392.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (105990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105990 members 
Entering Unmasked Estep 
Score: -16718339.000000 Penalty: 2869.632812
	Iteration 0F: 2 clusters Score -1.671834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -16651303.000000 Penalty: 5739.265625
	Iteration 0F: 3 clusters Score -1.66513e+07 nChanged 50225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 54349 members 
Entering Unmasked Estep 
Score: -16680323.000000 Penalty: 5739.265625
	Iteration 1F: 3 clusters Score -1.668032e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 55084 members 
Entering Unmasked Estep 
Score: -16681522.000000 Penalty: 5739.265625
	Iteration 2Q: 3 clusters Score -1.668152e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -16683425.000000 Penalty: 5739.265625
	Iteration 3Q: 3 clusters Score -1.668342e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -16685878.000000 Penalty: 5739.265625
	Iteration 4Q: 3 clusters Score -1.668588e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -16689528.000000 Penalty: 5739.265625
	Iteration 5F: 3 clusters Score -1.668953e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -16694029.000000 Penalty: 5739.265625
	Iteration 6F: 3 clusters Score -1.669403e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -16699023.000000 Penalty: 5739.265625
	Iteration 7F: 3 clusters Score -1.669902e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -16702737.000000 Penalty: 5739.265625
	Iteration 8F: 3 clusters Score -1.670274e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -16704388.000000 Penalty: 5739.265625
	Iteration 9Q: 3 clusters Score -1.670439e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -16704963.000000 Penalty: 5739.265625
	Iteration 10Q: 3 clusters Score -1.670496e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -16705120.000000 Penalty: 5739.265625
	Iteration 11Q: 3 clusters Score -1.670512e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -16705286.000000 Penalty: 5739.265625
	Iteration 12Q: 3 clusters Score -1.670529e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -16705390.000000 Penalty: 5739.265625
	Iteration 13Q: 3 clusters Score -1.670539e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -16705636.000000 Penalty: 5739.265625
	Iteration 14Q: 3 clusters Score -1.670564e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -16705697.000000 Penalty: 5739.265625
	Iteration 15Q: 3 clusters Score -1.67057e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -16705835.000000 Penalty: 5739.265625
	Iteration 16Q: 3 clusters Score -1.670584e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 67217 members 
Entering Unmasked Estep 
Score: -16706046.000000 Penalty: 5739.265625
	Iteration 17Q: 3 clusters Score -1.670605e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -16706218.000000 Penalty: 5739.265625
	Iteration 18Q: 3 clusters Score -1.670622e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -16706315.000000 Penalty: 5739.265625
	Iteration 19Q: 3 clusters Score -1.670632e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -16706450.000000 Penalty: 5739.265625
	Iteration 20F: 3 clusters Score -1.670645e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -16706556.000000 Penalty: 5739.265625
	Iteration 21Q: 3 clusters Score -1.670656e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 70476 members 
Entering Unmasked Estep 
Score: -16706719.000000 Penalty: 5739.265625
	Iteration 22Q: 3 clusters Score -1.670672e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -16706826.000000 Penalty: 5739.265625
	Iteration 23Q: 3 clusters Score -1.670683e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -16706978.000000 Penalty: 5739.265625
	Iteration 24Q: 3 clusters Score -1.670698e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -16707051.000000 Penalty: 5739.265625
	Iteration 25Q: 3 clusters Score -1.670705e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -16707221.000000 Penalty: 5739.265625
	Iteration 26Q: 3 clusters Score -1.670722e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -16707298.000000 Penalty: 5739.265625
	Iteration 27Q: 3 clusters Score -1.67073e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -16707514.000000 Penalty: 5739.265625
	Iteration 28Q: 3 clusters Score -1.670751e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -16707698.000000 Penalty: 5739.265625
	Iteration 29Q: 3 clusters Score -1.67077e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -16707873.000000 Penalty: 5739.265625
	Iteration 30Q: 3 clusters Score -1.670787e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -16708116.000000 Penalty: 5739.265625
	Iteration 31Q: 3 clusters Score -1.670812e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -16708308.000000 Penalty: 5739.265625
	Iteration 32Q: 3 clusters Score -1.670831e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 79496 members 
Entering Unmasked Estep 
Score: -16708501.000000 Penalty: 5739.265625
	Iteration 33Q: 3 clusters Score -1.67085e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -16708727.000000 Penalty: 5739.265625
	Iteration 34Q: 3 clusters Score -1.670873e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -16709031.000000 Penalty: 5739.265625
	Iteration 35Q: 3 clusters Score -1.670903e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -16709264.000000 Penalty: 5739.265625
	Iteration 36Q: 3 clusters Score -1.670926e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -16709561.000000 Penalty: 5739.265625
	Iteration 37Q: 3 clusters Score -1.670956e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -16710034.000000 Penalty: 5739.265625
	Iteration 38Q: 3 clusters Score -1.671003e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -16710537.000000 Penalty: 5739.265625
	Iteration 39Q: 3 clusters Score -1.671054e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -16711029.000000 Penalty: 5739.265625
	Iteration 40F: 3 clusters Score -1.671103e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -16711578.000000 Penalty: 5739.265625
	Iteration 41Q: 3 clusters Score -1.671158e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 91564 members 
Entering Unmasked Estep 
Score: -16712208.000000 Penalty: 5739.265625
	Iteration 42Q: 3 clusters Score -1.671221e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 93176 members 
Entering Unmasked Estep 
Score: -16712839.000000 Penalty: 5739.265625
	Iteration 43Q: 3 clusters Score -1.671284e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -16713371.000000 Penalty: 5739.265625
	Iteration 44Q: 3 clusters Score -1.671337e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -16713873.000000 Penalty: 5739.265625
	Iteration 45Q: 3 clusters Score -1.671387e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -16714343.000000 Penalty: 5739.265625
	Iteration 46Q: 3 clusters Score -1.671434e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 98740 members 
Entering Unmasked Estep 
Score: -16714745.000000 Penalty: 5739.265625
	Iteration 47Q: 3 clusters Score -1.671474e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -16715077.000000 Penalty: 5739.265625
	Iteration 48Q: 3 clusters Score -1.671508e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -16715294.000000 Penalty: 5739.265625
	Iteration 49Q: 3 clusters Score -1.671529e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 101580 members 
Entering Unmasked Estep 
Score: -16715583.000000 Penalty: 5739.265625
	Iteration 50Q: 3 clusters Score -1.671558e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 102234 members 
Entering Unmasked Estep 
Score: -16715717.000000 Penalty: 5739.265625
	Iteration 51Q: 3 clusters Score -1.671572e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -16715823.000000 Penalty: 5739.265625
	Iteration 52Q: 3 clusters Score -1.671582e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 103138 members 
Entering Unmasked Estep 
Score: -16715911.000000 Penalty: 5739.265625
	Iteration 53Q: 3 clusters Score -1.671591e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -16715963.000000 Penalty: 5739.265625
	Iteration 54Q: 3 clusters Score -1.671596e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 103651 members 
Entering Unmasked Estep 
Score: -16715991.000000 Penalty: 5739.265625
	Iteration 55Q: 3 clusters Score -1.671599e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -16716051.000000 Penalty: 5739.265625
	Iteration 56Q: 3 clusters Score -1.671605e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 104001 members 
Entering Unmasked Estep 
Score: -16716068.000000 Penalty: 5739.265625
	Iteration 57Q: 3 clusters Score -1.671607e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 104140 members 
Entering Unmasked Estep 
Score: -16716098.000000 Penalty: 5739.265625
	Iteration 58Q: 3 clusters Score -1.67161e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 104240 members 
Entering Unmasked Estep 
Score: -16716121.000000 Penalty: 5739.265625
	Iteration 59Q: 3 clusters Score -1.671612e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
Score: -16716155.000000 Penalty: 5739.265625
	Iteration 60F: 3 clusters Score -1.671616e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 104399 members 
Entering Unmasked Estep 
Score: -16716160.000000 Penalty: 5739.265625
	Iteration 61Q: 3 clusters Score -1.671616e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 104469 members 
Entering Unmasked Estep 
Score: -16716193.000000 Penalty: 5739.265625
	Iteration 62Q: 3 clusters Score -1.671619e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 104514 members 
Entering Unmasked Estep 
Score: -16716177.000000 Penalty: 5739.265625
	Iteration 63Q: 3 clusters Score -1.671618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 104557 members 
Entering Unmasked Estep 
Score: -16716178.000000 Penalty: 5739.265625
	Iteration 64Q: 3 clusters Score -1.671618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -16716184.000000 Penalty: 5739.265625
	Iteration 65Q: 3 clusters Score -1.671618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 104631 members 
Entering Unmasked Estep 
Score: -16716189.000000 Penalty: 5739.265625
	Iteration 66Q: 3 clusters Score -1.671619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 104655 members 
Entering Unmasked Estep 
Score: -16716167.000000 Penalty: 5739.265625
	Iteration 67Q: 3 clusters Score -1.671617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 104678 members 
Entering Unmasked Estep 
Score: -16716186.000000 Penalty: 5739.265625
	Iteration 68Q: 3 clusters Score -1.671619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
Score: -16716164.000000 Penalty: 5739.265625
	Iteration 69Q: 3 clusters Score -1.671616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -16716191.000000 Penalty: 5739.265625
	Iteration 70Q: 3 clusters Score -1.671619e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -16716224.000000 Penalty: 5739.265625
	Iteration 71Q: 3 clusters Score -1.671622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -16716207.000000 Penalty: 5739.265625
	Iteration 72Q: 3 clusters Score -1.671621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -16716209.000000 Penalty: 5739.265625
	Iteration 73Q: 3 clusters Score -1.671621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -16716212.000000 Penalty: 5739.265625
	Iteration 74Q: 3 clusters Score -1.671621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 104776 members 
Entering Unmasked Estep 
Score: -16716195.000000 Penalty: 5739.265625
	Iteration 75Q: 3 clusters Score -1.67162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -16716210.000000 Penalty: 5739.265625
	Iteration 76Q: 3 clusters Score -1.671621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -16716206.000000 Penalty: 5739.265625
	Iteration 77Q: 3 clusters Score -1.671621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -16716227.000000 Penalty: 5739.265625
	Iteration 78Q: 3 clusters Score -1.671623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 104822 members 
Entering Unmasked Estep 
Score: -16716224.000000 Penalty: 5739.265625
	Iteration 79Q: 3 clusters Score -1.671622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -16716230.000000 Penalty: 5739.265625
	Iteration 80F: 3 clusters Score -1.671623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 104854 members 
Entering Unmasked Estep 
Score: -16716228.000000 Penalty: 5739.265625
	Iteration 81Q: 3 clusters Score -1.671623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 104867 members 
Entering Unmasked Estep 
Score: -16716229.000000 Penalty: 5739.265625
	Iteration 82Q: 3 clusters Score -1.671623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 104884 members 
Entering Unmasked Estep 
Score: -16716230.000000 Penalty: 5739.265625
	Iteration 83Q: 3 clusters Score -1.671623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 104896 members 
Entering Unmasked Estep 
Score: -16716240.000000 Penalty: 5739.265625
	Iteration 84Q: 3 clusters Score -1.671624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -16716244.000000 Penalty: 5739.265625
	Iteration 85Q: 3 clusters Score -1.671624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 104922 members 
Entering Unmasked Estep 
Score: -16716249.000000 Penalty: 5739.265625
	Iteration 86Q: 3 clusters Score -1.671625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 104933 members 
Entering Unmasked Estep 
Score: -16716246.000000 Penalty: 5739.265625
	Iteration 87Q: 3 clusters Score -1.671625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 104936 members 
Entering Unmasked Estep 
Score: -16716242.000000 Penalty: 5739.265625
	Iteration 88Q: 3 clusters Score -1.671624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -16716243.000000 Penalty: 5739.265625
	Iteration 89Q: 3 clusters Score -1.671624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 104940 members 
Entering Unmasked Estep 
Score: -16716239.000000 Penalty: 5739.265625
	Iteration 90Q: 3 clusters Score -1.671624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 104941 members 
Entering Unmasked Estep 
Score: -16716242.000000 Penalty: 5739.265625
	Iteration 91Q: 3 clusters Score -1.671624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -16716241.000000 Penalty: 5739.265625
	Iteration 92Q: 3 clusters Score -1.671624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -16716249.000000 Penalty: 5739.265625
	Iteration 93Q: 3 clusters Score -1.671625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 104945 members 
Entering Unmasked Estep 
Score: -16716259.000000 Penalty: 5739.265625
	Iteration 94Q: 3 clusters Score -1.671626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -16716251.000000 Penalty: 5739.265625
	Iteration 95Q: 3 clusters Score -1.671625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 104951 members 
Entering Unmasked Estep 
Score: -16716255.000000 Penalty: 5739.265625
	Iteration 96Q: 3 clusters Score -1.671626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -16716259.000000 Penalty: 5739.265625
	Iteration 97Q: 3 clusters Score -1.671626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 104952 members 
Entering Unmasked Estep 
Score: -16716255.000000 Penalty: 5739.265625
	Iteration 98Q: 3 clusters Score -1.671626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -16716255.000000 Penalty: 5739.265625
	Iteration 99Q: 3 clusters Score -1.671626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -16716262.000000 Penalty: 5739.265625
	Iteration 100F: 3 clusters Score -1.671626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -16716264.000000 Penalty: 5739.265625
	Iteration 101Q: 3 clusters Score -1.671626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 104965 members 
Entering Unmasked Estep 
Score: -16716264.000000 Penalty: 5739.265625
	Iteration 102Q: 3 clusters Score -1.671626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -16716258.000000 Penalty: 5739.265625
	Iteration 103Q: 3 clusters Score -1.671626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -16716253.000000 Penalty: 5739.265625
	Iteration 104Q: 3 clusters Score -1.671625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -16716253.000000 Penalty: 5739.265625
	Iteration 105Q: 3 clusters Score -1.671625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -16716250.000000 Penalty: 5739.265625
	Iteration 106Q: 3 clusters Score -1.671625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -16716254.000000 Penalty: 5739.265625
	Iteration 107Q: 3 clusters Score -1.671625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -16716262.000000 Penalty: 5739.265625
	Iteration 108Q: 3 clusters Score -1.671626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -16716249.000000 Penalty: 5739.265625
	Iteration 109Q: 3 clusters Score -1.671625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 104995 members 
Entering Unmasked Estep 
Score: -16716268.000000 Penalty: 5739.265625
	Iteration 110Q: 3 clusters Score -1.671627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -16716273.000000 Penalty: 5739.265625
	Iteration 111Q: 3 clusters Score -1.671627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -16716264.000000 Penalty: 5739.265625
	Iteration 112Q: 3 clusters Score -1.671626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -16716264.000000 Penalty: 5739.265625
	Iteration 113F: 3 clusters Score -1.671626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Entering Unmasked Estep 
Score: -5382734.500000 Penalty: 2592.950439
	Iteration 0F: 2 clusters Score -5382734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -5359067.000000 Penalty: 5185.900879
	Iteration 0F: 3 clusters Score -5359067 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -5367762.500000 Penalty: 5185.900879
	Iteration 1F: 3 clusters Score -5367762 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -5368210.500000 Penalty: 5185.900879
	Iteration 2Q: 3 clusters Score -5368210 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5368606.000000 Penalty: 5185.900879
	Iteration 3Q: 3 clusters Score -5368606 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5368928.500000 Penalty: 5185.900879
	Iteration 4Q: 3 clusters Score -5368928 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -5369298.000000 Penalty: 5185.900879
	Iteration 5Q: 3 clusters Score -5369298 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5369771.500000 Penalty: 5185.900879
	Iteration 6Q: 3 clusters Score -5369772 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5370403.000000 Penalty: 5185.900879
	Iteration 7Q: 3 clusters Score -5370403 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -5371297.500000 Penalty: 5185.900879
	Iteration 8Q: 3 clusters Score -5371298 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -5372559.000000 Penalty: 5185.900879
	Iteration 9F: 3 clusters Score -5372559 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5374264.000000 Penalty: 5185.900879
	Iteration 10F: 3 clusters Score -5374264 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5376040.500000 Penalty: 5185.900879
	Iteration 11F: 3 clusters Score -5376040 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -5377632.000000 Penalty: 5185.900879
	Iteration 12F: 3 clusters Score -5377632 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -5378847.500000 Penalty: 5185.900879
	Iteration 13Q: 3 clusters Score -5378848 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -5379563.000000 Penalty: 5185.900879
	Iteration 14Q: 3 clusters Score -5379563 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -5379944.500000 Penalty: 5185.900879
	Iteration 15Q: 3 clusters Score -5379944 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5380180.000000 Penalty: 5185.900879
	Iteration 16Q: 3 clusters Score -5380180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -5380335.500000 Penalty: 5185.900879
	Iteration 17Q: 3 clusters Score -5380336 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5380397.000000 Penalty: 5185.900879
	Iteration 18Q: 3 clusters Score -5380397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -5380425.000000 Penalty: 5185.900879
	Iteration 19Q: 3 clusters Score -5380425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -5380464.500000 Penalty: 5185.900879
	Iteration 20F: 3 clusters Score -5380464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -5380485.000000 Penalty: 5185.900879
	Iteration 21Q: 3 clusters Score -5380485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5380499.000000 Penalty: 5185.900879
	Iteration 22Q: 3 clusters Score -5380499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -5380512.500000 Penalty: 5185.900879
	Iteration 23Q: 3 clusters Score -5380512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5380524.000000 Penalty: 5185.900879
	Iteration 24Q: 3 clusters Score -5380524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5380523.500000 Penalty: 5185.900879
	Iteration 25Q: 3 clusters Score -5380524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -5380539.500000 Penalty: 5185.900879
	Iteration 26Q: 3 clusters Score -5380540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -5380542.000000 Penalty: 5185.900879
	Iteration 27Q: 3 clusters Score -5380542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -5380539.500000 Penalty: 5185.900879
	Iteration 28Q: 3 clusters Score -5380540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5380548.000000 Penalty: 5185.900879
	Iteration 29Q: 3 clusters Score -5380548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -5380555.500000 Penalty: 5185.900879
	Iteration 30Q: 3 clusters Score -5380556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -5380557.000000 Penalty: 5185.900879
	Iteration 31Q: 3 clusters Score -5380557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5380558.500000 Penalty: 5185.900879
	Iteration 32Q: 3 clusters Score -5380558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -5380563.000000 Penalty: 5185.900879
	Iteration 33Q: 3 clusters Score -5380563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -5380566.500000 Penalty: 5185.900879
	Iteration 34Q: 3 clusters Score -5380566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -5380563.500000 Penalty: 5185.900879
	Iteration 35Q: 3 clusters Score -5380564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -5380563.500000 Penalty: 5185.900879
	Iteration 36F: 3 clusters Score -5380564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -249339.593750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -249339.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -246986.187500 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -246986.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -247698.484375 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -247698.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -248409.000000 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -248409 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -248922.812500 Penalty: 3710.572266
	Iteration 3F: 3 clusters Score -248922.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -249198.046875 Penalty: 3710.572266
	Iteration 4F: 3 clusters Score -249198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -249326.890625 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -249326.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -249396.250000 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -249396.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -249430.406250 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -249430.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -249448.875000 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -249448.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -249456.125000 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -249456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -249463.640625 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -249463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -249469.734375 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -249469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -249471.671875 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -249471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -249471.671875 Penalty: 3710.572266
	Iteration 13F: 3 clusters Score -249471.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 23849 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 113014 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130999 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 1203 members 
Entering Unmasked Estep 
Score: -86718936.000000 Penalty: 118243.585938
Splitting cluster 3 changes total score from -86720392.000000 to -86718936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -255334.968750 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -255335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -252890.562500 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -252890.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -253575.187500 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -253575.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -254025.859375 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -254025.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254350.437500 Penalty: 3716.132812
	Iteration 3F: 3 clusters Score -254350.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -254554.125000 Penalty: 3716.132812
	Iteration 4F: 3 clusters Score -254554.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -254654.796875 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -254654.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -254720.781250 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -254720.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254767.765625 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -254767.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -254796.406250 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -254796.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -254827.531250 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -254827.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -254860.140625 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -254860.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -254891.171875 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -254891.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -254911.984375 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -254912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -254930.453125 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -254930.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -254950.062500 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -254950.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -254979.468750 Penalty: 3716.132812
	Iteration 15Q: 3 clusters Score -254979.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -255003.578125 Penalty: 3716.132812
	Iteration 16Q: 3 clusters Score -255003.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255027.750000 Penalty: 3716.132812
	Iteration 17Q: 3 clusters Score -255027.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -255059.140625 Penalty: 3716.132812
	Iteration 18Q: 3 clusters Score -255059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -255081.593750 Penalty: 3716.132812
	Iteration 19Q: 3 clusters Score -255081.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -255109.390625 Penalty: 3716.132812
	Iteration 20F: 3 clusters Score -255109.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -255125.578125 Penalty: 3716.132812
	Iteration 21Q: 3 clusters Score -255125.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -255145.390625 Penalty: 3716.132812
	Iteration 22Q: 3 clusters Score -255145.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -255161.656250 Penalty: 3716.132812
	Iteration 23Q: 3 clusters Score -255161.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -255179.578125 Penalty: 3716.132812
	Iteration 24Q: 3 clusters Score -255179.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -255202.359375 Penalty: 3716.132812
	Iteration 25Q: 3 clusters Score -255202.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255219.500000 Penalty: 3716.132812
	Iteration 26Q: 3 clusters Score -255219.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -255232.375000 Penalty: 3716.132812
	Iteration 27Q: 3 clusters Score -255232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -255240.890625 Penalty: 3716.132812
	Iteration 28Q: 3 clusters Score -255240.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -255247.718750 Penalty: 3716.132812
	Iteration 29Q: 3 clusters Score -255247.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -255264.000000 Penalty: 3716.132812
	Iteration 30Q: 3 clusters Score -255264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -255279.562500 Penalty: 3716.132812
	Iteration 31Q: 3 clusters Score -255279.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -255290.953125 Penalty: 3716.132812
	Iteration 32Q: 3 clusters Score -255291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -255296.265625 Penalty: 3716.132812
	Iteration 33Q: 3 clusters Score -255296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -255296.921875 Penalty: 3716.132812
	Iteration 34Q: 3 clusters Score -255296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -255296.921875 Penalty: 3716.132812
	Iteration 35F: 3 clusters Score -255296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -71524.445312 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -71524.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -69979.070312 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -69979.07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70148.554688 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -70148.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70218.296875 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -70218.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70253.023438 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -70253.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70271.796875 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -70271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70289.242188 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -70289.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70297.992188 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -70297.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70300.382812 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -70300.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -70304.257812 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -70304.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70312.593750 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -70312.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70315.078125 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -70315.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70315.078125 Penalty: 3089.341309
	Iteration 11F: 3 clusters Score -70315.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Entering Unmasked Estep 
Score: -808841.125000 Penalty: 2126.761475
	Iteration 0F: 2 clusters Score -808841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -804127.375000 Penalty: 4253.522949
	Iteration 0F: 3 clusters Score -804127.4 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -805376.437500 Penalty: 4253.522949
	Iteration 1F: 3 clusters Score -805376.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -805579.437500 Penalty: 4253.522949
	Iteration 2F: 3 clusters Score -805579.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -805713.750000 Penalty: 4253.522949
	Iteration 3Q: 3 clusters Score -805713.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -805832.500000 Penalty: 4253.522949
	Iteration 4Q: 3 clusters Score -805832.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -805940.625000 Penalty: 4253.522949
	Iteration 5Q: 3 clusters Score -805940.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -806041.812500 Penalty: 4253.522949
	Iteration 6Q: 3 clusters Score -806041.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -806147.500000 Penalty: 4253.522949
	Iteration 7Q: 3 clusters Score -806147.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -806256.687500 Penalty: 4253.522949
	Iteration 8Q: 3 clusters Score -806256.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -806365.125000 Penalty: 4253.522949
	Iteration 9Q: 3 clusters Score -806365.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -806471.937500 Penalty: 4253.522949
	Iteration 10Q: 3 clusters Score -806471.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -806556.250000 Penalty: 4253.522949
	Iteration 11Q: 3 clusters Score -806556.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -806621.937500 Penalty: 4253.522949
	Iteration 12Q: 3 clusters Score -806621.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -806670.437500 Penalty: 4253.522949
	Iteration 13Q: 3 clusters Score -806670.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -806721.062500 Penalty: 4253.522949
	Iteration 14Q: 3 clusters Score -806721.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -806763.625000 Penalty: 4253.522949
	Iteration 15Q: 3 clusters Score -806763.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -806800.250000 Penalty: 4253.522949
	Iteration 16Q: 3 clusters Score -806800.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -806829.937500 Penalty: 4253.522949
	Iteration 17Q: 3 clusters Score -806829.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -806855.000000 Penalty: 4253.522949
	Iteration 18Q: 3 clusters Score -806855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -806875.312500 Penalty: 4253.522949
	Iteration 19Q: 3 clusters Score -806875.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -806893.812500 Penalty: 4253.522949
	Iteration 20F: 3 clusters Score -806893.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -806908.937500 Penalty: 4253.522949
	Iteration 21Q: 3 clusters Score -806908.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -806923.875000 Penalty: 4253.522949
	Iteration 22Q: 3 clusters Score -806923.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -806931.250000 Penalty: 4253.522949
	Iteration 23Q: 3 clusters Score -806931.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -806939.500000 Penalty: 4253.522949
	Iteration 24Q: 3 clusters Score -806939.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -806951.937500 Penalty: 4253.522949
	Iteration 25Q: 3 clusters Score -806951.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -806962.937500 Penalty: 4253.522949
	Iteration 26Q: 3 clusters Score -806962.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -806974.687500 Penalty: 4253.522949
	Iteration 27Q: 3 clusters Score -806974.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -806989.375000 Penalty: 4253.522949
	Iteration 28Q: 3 clusters Score -806989.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -807004.562500 Penalty: 4253.522949
	Iteration 29Q: 3 clusters Score -807004.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -807022.312500 Penalty: 4253.522949
	Iteration 30Q: 3 clusters Score -807022.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -807035.562500 Penalty: 4253.522949
	Iteration 31Q: 3 clusters Score -807035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -807042.625000 Penalty: 4253.522949
	Iteration 32Q: 3 clusters Score -807042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -807046.437500 Penalty: 4253.522949
	Iteration 33Q: 3 clusters Score -807046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -807053.687500 Penalty: 4253.522949
	Iteration 34Q: 3 clusters Score -807053.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -807054.125000 Penalty: 4253.522949
	Iteration 35Q: 3 clusters Score -807054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -807056.625000 Penalty: 4253.522949
	Iteration 36Q: 3 clusters Score -807056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -807058.250000 Penalty: 4253.522949
	Iteration 37Q: 3 clusters Score -807058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -807059.250000 Penalty: 4253.522949
	Iteration 38Q: 3 clusters Score -807059.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -807062.062500 Penalty: 4253.522949
	Iteration 39Q: 3 clusters Score -807062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -807065.687500 Penalty: 4253.522949
	Iteration 40F: 3 clusters Score -807065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -807065.062500 Penalty: 4253.522949
	Iteration 41Q: 3 clusters Score -807065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -807066.750000 Penalty: 4253.522949
	Iteration 42Q: 3 clusters Score -807066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -807068.812500 Penalty: 4253.522949
	Iteration 43Q: 3 clusters Score -807068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -807073.750000 Penalty: 4253.522949
	Iteration 44Q: 3 clusters Score -807073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -807075.937500 Penalty: 4253.522949
	Iteration 45Q: 3 clusters Score -807075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -807078.250000 Penalty: 4253.522949
	Iteration 46Q: 3 clusters Score -807078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -807081.375000 Penalty: 4253.522949
	Iteration 47Q: 3 clusters Score -807081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -807081.937500 Penalty: 4253.522949
	Iteration 48Q: 3 clusters Score -807081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -807084.312500 Penalty: 4253.522949
	Iteration 49Q: 3 clusters Score -807084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -807083.375000 Penalty: 4253.522949
	Iteration 50Q: 3 clusters Score -807083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -807084.062500 Penalty: 4253.522949
	Iteration 51Q: 3 clusters Score -807084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -807084.125000 Penalty: 4253.522949
	Iteration 52Q: 3 clusters Score -807084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -807085.625000 Penalty: 4253.522949
	Iteration 53Q: 3 clusters Score -807085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -807085.250000 Penalty: 4253.522949
	Iteration 54Q: 3 clusters Score -807085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -807086.250000 Penalty: 4253.522949
	Iteration 55Q: 3 clusters Score -807086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -807086.062500 Penalty: 4253.522949
	Iteration 56Q: 3 clusters Score -807086.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -807085.750000 Penalty: 4253.522949
	Iteration 57Q: 3 clusters Score -807085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -807085.750000 Penalty: 4253.522949
	Iteration 58F: 3 clusters Score -807085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Entering Unmasked Estep 
Score: -3750919.000000 Penalty: 2499.715332
	Iteration 0F: 2 clusters Score -3750919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3734320.000000 Penalty: 4999.430664
	Iteration 0F: 3 clusters Score -3734320 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3739987.750000 Penalty: 4999.430664
	Iteration 1F: 3 clusters Score -3739988 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -3740336.500000 Penalty: 4999.430664
	Iteration 2Q: 3 clusters Score -3740336 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3740601.000000 Penalty: 4999.430664
	Iteration 3Q: 3 clusters Score -3740601 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3740820.000000 Penalty: 4999.430664
	Iteration 4Q: 3 clusters Score -3740820 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3741104.500000 Penalty: 4999.430664
	Iteration 5Q: 3 clusters Score -3741104 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3741469.500000 Penalty: 4999.430664
	Iteration 6Q: 3 clusters Score -3741470 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3741942.750000 Penalty: 4999.430664
	Iteration 7Q: 3 clusters Score -3741943 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3742604.500000 Penalty: 4999.430664
	Iteration 8Q: 3 clusters Score -3742604 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3743504.000000 Penalty: 4999.430664
	Iteration 9F: 3 clusters Score -3743504 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3744547.500000 Penalty: 4999.430664
	Iteration 10F: 3 clusters Score -3744548 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -3745672.000000 Penalty: 4999.430664
	Iteration 11F: 3 clusters Score -3745672 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3746661.250000 Penalty: 4999.430664
	Iteration 12Q: 3 clusters Score -3746661 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3747414.250000 Penalty: 4999.430664
	Iteration 13Q: 3 clusters Score -3747414 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3747885.000000 Penalty: 4999.430664
	Iteration 14Q: 3 clusters Score -3747885 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3748191.000000 Penalty: 4999.430664
	Iteration 15Q: 3 clusters Score -3748191 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3748375.000000 Penalty: 4999.430664
	Iteration 16Q: 3 clusters Score -3748375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3748503.250000 Penalty: 4999.430664
	Iteration 17Q: 3 clusters Score -3748503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -3748570.250000 Penalty: 4999.430664
	Iteration 18Q: 3 clusters Score -3748570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3748618.750000 Penalty: 4999.430664
	Iteration 19Q: 3 clusters Score -3748619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3748647.500000 Penalty: 4999.430664
	Iteration 20F: 3 clusters Score -3748648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3748676.000000 Penalty: 4999.430664
	Iteration 21Q: 3 clusters Score -3748676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3748699.250000 Penalty: 4999.430664
	Iteration 22Q: 3 clusters Score -3748699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3748708.250000 Penalty: 4999.430664
	Iteration 23Q: 3 clusters Score -3748708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3748708.250000 Penalty: 4999.430664
	Iteration 24Q: 3 clusters Score -3748708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -3748713.000000 Penalty: 4999.430664
	Iteration 25Q: 3 clusters Score -3748713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3748720.000000 Penalty: 4999.430664
	Iteration 26Q: 3 clusters Score -3748720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3748723.750000 Penalty: 4999.430664
	Iteration 27Q: 3 clusters Score -3748724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3748729.500000 Penalty: 4999.430664
	Iteration 28Q: 3 clusters Score -3748730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -3748729.750000 Penalty: 4999.430664
	Iteration 29Q: 3 clusters Score -3748730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3748730.500000 Penalty: 4999.430664
	Iteration 30Q: 3 clusters Score -3748730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3748734.250000 Penalty: 4999.430664
	Iteration 31Q: 3 clusters Score -3748734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3748734.250000 Penalty: 4999.430664
	Iteration 32F: 3 clusters Score -3748734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -1324492.125000 Penalty: 2253.642578
	Iteration 0F: 2 clusters Score -1324492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1317629.625000 Penalty: 4507.285156
	Iteration 0F: 3 clusters Score -1317630 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1319803.125000 Penalty: 4507.285156
	Iteration 1F: 3 clusters Score -1319803 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1320294.625000 Penalty: 4507.285156
	Iteration 2F: 3 clusters Score -1320295 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1320748.750000 Penalty: 4507.285156
	Iteration 3F: 3 clusters Score -1320749 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1321153.250000 Penalty: 4507.285156
	Iteration 4F: 3 clusters Score -1321153 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1321482.500000 Penalty: 4507.285156
	Iteration 5F: 3 clusters Score -1321482 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1321704.375000 Penalty: 4507.285156
	Iteration 6Q: 3 clusters Score -1321704 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1321867.375000 Penalty: 4507.285156
	Iteration 7Q: 3 clusters Score -1321867 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1321982.000000 Penalty: 4507.285156
	Iteration 8Q: 3 clusters Score -1321982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1322074.250000 Penalty: 4507.285156
	Iteration 9Q: 3 clusters Score -1322074 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1322152.125000 Penalty: 4507.285156
	Iteration 10Q: 3 clusters Score -1322152 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1322222.125000 Penalty: 4507.285156
	Iteration 11Q: 3 clusters Score -1322222 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1322277.000000 Penalty: 4507.285156
	Iteration 12Q: 3 clusters Score -1322277 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1322324.500000 Penalty: 4507.285156
	Iteration 13Q: 3 clusters Score -1322324 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1322380.750000 Penalty: 4507.285156
	Iteration 14Q: 3 clusters Score -1322381 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1322436.500000 Penalty: 4507.285156
	Iteration 15Q: 3 clusters Score -1322436 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1322481.875000 Penalty: 4507.285156
	Iteration 16Q: 3 clusters Score -1322482 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1322519.500000 Penalty: 4507.285156
	Iteration 17Q: 3 clusters Score -1322520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1322569.375000 Penalty: 4507.285156
	Iteration 18Q: 3 clusters Score -1322569 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1322603.000000 Penalty: 4507.285156
	Iteration 19Q: 3 clusters Score -1322603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1322629.500000 Penalty: 4507.285156
	Iteration 20F: 3 clusters Score -1322630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1322663.625000 Penalty: 4507.285156
	Iteration 21Q: 3 clusters Score -1322664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1322693.625000 Penalty: 4507.285156
	Iteration 22Q: 3 clusters Score -1322694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1322713.875000 Penalty: 4507.285156
	Iteration 23Q: 3 clusters Score -1322714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1322735.500000 Penalty: 4507.285156
	Iteration 24Q: 3 clusters Score -1322736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1322746.375000 Penalty: 4507.285156
	Iteration 25Q: 3 clusters Score -1322746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1322759.125000 Penalty: 4507.285156
	Iteration 26Q: 3 clusters Score -1322759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1322765.125000 Penalty: 4507.285156
	Iteration 27Q: 3 clusters Score -1322765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1322772.875000 Penalty: 4507.285156
	Iteration 28Q: 3 clusters Score -1322773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1322780.125000 Penalty: 4507.285156
	Iteration 29Q: 3 clusters Score -1322780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1322784.750000 Penalty: 4507.285156
	Iteration 30Q: 3 clusters Score -1322785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1322792.625000 Penalty: 4507.285156
	Iteration 31Q: 3 clusters Score -1322793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1322801.625000 Penalty: 4507.285156
	Iteration 32Q: 3 clusters Score -1322802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1322802.250000 Penalty: 4507.285156
	Iteration 33Q: 3 clusters Score -1322802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1322802.625000 Penalty: 4507.285156
	Iteration 34Q: 3 clusters Score -1322803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1322806.875000 Penalty: 4507.285156
	Iteration 35Q: 3 clusters Score -1322807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1322809.750000 Penalty: 4507.285156
	Iteration 36Q: 3 clusters Score -1322810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1322810.250000 Penalty: 4507.285156
	Iteration 37Q: 3 clusters Score -1322810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1322810.875000 Penalty: 4507.285156
	Iteration 38Q: 3 clusters Score -1322811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1322811.000000 Penalty: 4507.285156
	Iteration 39Q: 3 clusters Score -1322811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1322810.000000 Penalty: 4507.285156
	Iteration 40F: 3 clusters Score -1322810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1322812.375000 Penalty: 4507.285156
	Iteration 41Q: 3 clusters Score -1322812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1322813.875000 Penalty: 4507.285156
	Iteration 42Q: 3 clusters Score -1322814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1322813.875000 Penalty: 4507.285156
	Iteration 43Q: 3 clusters Score -1322814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1322815.375000 Penalty: 4507.285156
	Iteration 44Q: 3 clusters Score -1322815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1322818.250000 Penalty: 4507.285156
	Iteration 45Q: 3 clusters Score -1322818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1322818.875000 Penalty: 4507.285156
	Iteration 46Q: 3 clusters Score -1322819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1322818.875000 Penalty: 4507.285156
	Iteration 47F: 3 clusters Score -1322819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -567095.437500 Penalty: 2048.986572
	Iteration 0F: 2 clusters Score -567095.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -563248.187500 Penalty: 4097.973145
	Iteration 0F: 3 clusters Score -563248.2 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -564116.000000 Penalty: 4097.973145
	Iteration 1F: 3 clusters Score -564116 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -564299.750000 Penalty: 4097.973145
	Iteration 2F: 3 clusters Score -564299.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -564420.375000 Penalty: 4097.973145
	Iteration 3Q: 3 clusters Score -564420.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -564537.000000 Penalty: 4097.973145
	Iteration 4Q: 3 clusters Score -564537 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -564622.562500 Penalty: 4097.973145
	Iteration 5Q: 3 clusters Score -564622.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -564689.437500 Penalty: 4097.973145
	Iteration 6Q: 3 clusters Score -564689.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -564738.250000 Penalty: 4097.973145
	Iteration 7Q: 3 clusters Score -564738.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -564790.562500 Penalty: 4097.973145
	Iteration 8Q: 3 clusters Score -564790.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -564845.875000 Penalty: 4097.973145
	Iteration 9Q: 3 clusters Score -564845.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -564919.562500 Penalty: 4097.973145
	Iteration 10Q: 3 clusters Score -564919.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -564973.437500 Penalty: 4097.973145
	Iteration 11Q: 3 clusters Score -564973.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -565014.625000 Penalty: 4097.973145
	Iteration 12Q: 3 clusters Score -565014.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -565049.375000 Penalty: 4097.973145
	Iteration 13Q: 3 clusters Score -565049.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -565091.750000 Penalty: 4097.973145
	Iteration 14Q: 3 clusters Score -565091.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -565136.500000 Penalty: 4097.973145
	Iteration 15Q: 3 clusters Score -565136.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -565171.687500 Penalty: 4097.973145
	Iteration 16Q: 3 clusters Score -565171.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -565194.812500 Penalty: 4097.973145
	Iteration 17Q: 3 clusters Score -565194.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -565214.937500 Penalty: 4097.973145
	Iteration 18Q: 3 clusters Score -565214.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -565241.375000 Penalty: 4097.973145
	Iteration 19Q: 3 clusters Score -565241.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -565262.437500 Penalty: 4097.973145
	Iteration 20F: 3 clusters Score -565262.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -565285.812500 Penalty: 4097.973145
	Iteration 21Q: 3 clusters Score -565285.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -565318.562500 Penalty: 4097.973145
	Iteration 22Q: 3 clusters Score -565318.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -565352.312500 Penalty: 4097.973145
	Iteration 23Q: 3 clusters Score -565352.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -565383.812500 Penalty: 4097.973145
	Iteration 24Q: 3 clusters Score -565383.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -565405.187500 Penalty: 4097.973145
	Iteration 25Q: 3 clusters Score -565405.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -565418.000000 Penalty: 4097.973145
	Iteration 26Q: 3 clusters Score -565418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -565434.875000 Penalty: 4097.973145
	Iteration 27Q: 3 clusters Score -565434.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -565456.812500 Penalty: 4097.973145
	Iteration 28Q: 3 clusters Score -565456.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -565470.812500 Penalty: 4097.973145
	Iteration 29Q: 3 clusters Score -565470.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -565484.812500 Penalty: 4097.973145
	Iteration 30Q: 3 clusters Score -565484.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -565496.687500 Penalty: 4097.973145
	Iteration 31Q: 3 clusters Score -565496.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -565506.312500 Penalty: 4097.973145
	Iteration 32Q: 3 clusters Score -565506.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -565514.937500 Penalty: 4097.973145
	Iteration 33Q: 3 clusters Score -565514.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -565519.625000 Penalty: 4097.973145
	Iteration 34Q: 3 clusters Score -565519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -565524.125000 Penalty: 4097.973145
	Iteration 35Q: 3 clusters Score -565524.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -565527.875000 Penalty: 4097.973145
	Iteration 36Q: 3 clusters Score -565527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -565530.312500 Penalty: 4097.973145
	Iteration 37Q: 3 clusters Score -565530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -565531.125000 Penalty: 4097.973145
	Iteration 38Q: 3 clusters Score -565531.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -565534.562500 Penalty: 4097.973145
	Iteration 39Q: 3 clusters Score -565534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -565538.000000 Penalty: 4097.973145
	Iteration 40F: 3 clusters Score -565538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -565538.187500 Penalty: 4097.973145
	Iteration 41Q: 3 clusters Score -565538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -565540.125000 Penalty: 4097.973145
	Iteration 42Q: 3 clusters Score -565540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -565543.687500 Penalty: 4097.973145
	Iteration 43Q: 3 clusters Score -565543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -565551.187500 Penalty: 4097.973145
	Iteration 44Q: 3 clusters Score -565551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -565555.125000 Penalty: 4097.973145
	Iteration 45Q: 3 clusters Score -565555.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -565559.562500 Penalty: 4097.973145
	Iteration 46Q: 3 clusters Score -565559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -565562.750000 Penalty: 4097.973145
	Iteration 47Q: 3 clusters Score -565562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -565565.375000 Penalty: 4097.973145
	Iteration 48Q: 3 clusters Score -565565.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -565568.062500 Penalty: 4097.973145
	Iteration 49Q: 3 clusters Score -565568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -565571.000000 Penalty: 4097.973145
	Iteration 50Q: 3 clusters Score -565571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -565576.500000 Penalty: 4097.973145
	Iteration 51Q: 3 clusters Score -565576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -565582.500000 Penalty: 4097.973145
	Iteration 52Q: 3 clusters Score -565582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -565583.750000 Penalty: 4097.973145
	Iteration 53Q: 3 clusters Score -565583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -565587.562500 Penalty: 4097.973145
	Iteration 54Q: 3 clusters Score -565587.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -565591.375000 Penalty: 4097.973145
	Iteration 55Q: 3 clusters Score -565591.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -565596.875000 Penalty: 4097.973145
	Iteration 56Q: 3 clusters Score -565596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -565599.250000 Penalty: 4097.973145
	Iteration 57Q: 3 clusters Score -565599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -565601.750000 Penalty: 4097.973145
	Iteration 58Q: 3 clusters Score -565601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -565601.750000 Penalty: 4097.973145
	Iteration 59F: 3 clusters Score -565601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (113014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113014 members 
Entering Unmasked Estep 
Score: -17832258.000000 Penalty: 2885.546387
	Iteration 0F: 2 clusters Score -1.783226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -17760162.000000 Penalty: 5771.092773
	Iteration 0F: 3 clusters Score -1.776016e+07 nChanged 53588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -17790914.000000 Penalty: 5771.092773
	Iteration 1F: 3 clusters Score -1.779091e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -17791880.000000 Penalty: 5771.092773
	Iteration 2Q: 3 clusters Score -1.779188e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -17793020.000000 Penalty: 5771.092773
	Iteration 3Q: 3 clusters Score -1.779302e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -17794632.000000 Penalty: 5771.092773
	Iteration 4Q: 3 clusters Score -1.779463e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -17796792.000000 Penalty: 5771.092773
	Iteration 5Q: 3 clusters Score -1.779679e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -17799510.000000 Penalty: 5771.092773
	Iteration 6F: 3 clusters Score -1.779951e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -17803084.000000 Penalty: 5771.092773
	Iteration 7F: 3 clusters Score -1.780308e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -17807554.000000 Penalty: 5771.092773
	Iteration 8F: 3 clusters Score -1.780755e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -17811764.000000 Penalty: 5771.092773
	Iteration 9F: 3 clusters Score -1.781176e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -17814466.000000 Penalty: 5771.092773
	Iteration 10Q: 3 clusters Score -1.781447e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69176 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -17815896.000000 Penalty: 5771.092773
	Iteration 11Q: 3 clusters Score -1.78159e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -17816402.000000 Penalty: 5771.092773
	Iteration 12Q: 3 clusters Score -1.78164e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -17816702.000000 Penalty: 5771.092773
	Iteration 13Q: 3 clusters Score -1.78167e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72748 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -17817102.000000 Penalty: 5771.092773
	Iteration 14Q: 3 clusters Score -1.78171e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -17817526.000000 Penalty: 5771.092773
	Iteration 15Q: 3 clusters Score -1.781753e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -17817956.000000 Penalty: 5771.092773
	Iteration 16Q: 3 clusters Score -1.781796e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76868 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -17818354.000000 Penalty: 5771.092773
	Iteration 17Q: 3 clusters Score -1.781835e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -17818810.000000 Penalty: 5771.092773
	Iteration 18Q: 3 clusters Score -1.781881e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79826 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -17819312.000000 Penalty: 5771.092773
	Iteration 19Q: 3 clusters Score -1.781931e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -17819884.000000 Penalty: 5771.092773
	Iteration 20F: 3 clusters Score -1.781988e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -17820442.000000 Penalty: 5771.092773
	Iteration 21Q: 3 clusters Score -1.782044e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84375 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -17821098.000000 Penalty: 5771.092773
	Iteration 22Q: 3 clusters Score -1.78211e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85928 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -17821588.000000 Penalty: 5771.092773
	Iteration 23Q: 3 clusters Score -1.782159e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -17822196.000000 Penalty: 5771.092773
	Iteration 24Q: 3 clusters Score -1.78222e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -17822696.000000 Penalty: 5771.092773
	Iteration 25Q: 3 clusters Score -1.78227e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -17823270.000000 Penalty: 5771.092773
	Iteration 26Q: 3 clusters Score -1.782327e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -17823824.000000 Penalty: 5771.092773
	Iteration 27Q: 3 clusters Score -1.782382e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93771 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -17824456.000000 Penalty: 5771.092773
	Iteration 28Q: 3 clusters Score -1.782446e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -17825088.000000 Penalty: 5771.092773
	Iteration 29Q: 3 clusters Score -1.782509e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -17825618.000000 Penalty: 5771.092773
	Iteration 30Q: 3 clusters Score -1.782562e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98298 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -17826108.000000 Penalty: 5771.092773
	Iteration 31Q: 3 clusters Score -1.782611e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -17826656.000000 Penalty: 5771.092773
	Iteration 32Q: 3 clusters Score -1.782666e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -17827174.000000 Penalty: 5771.092773
	Iteration 33Q: 3 clusters Score -1.782717e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102303 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -17827648.000000 Penalty: 5771.092773
	Iteration 34Q: 3 clusters Score -1.782765e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103443 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -17827906.000000 Penalty: 5771.092773
	Iteration 35Q: 3 clusters Score -1.782791e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -17828162.000000 Penalty: 5771.092773
	Iteration 36Q: 3 clusters Score -1.782816e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -17828410.000000 Penalty: 5771.092773
	Iteration 37Q: 3 clusters Score -1.782841e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -17828558.000000 Penalty: 5771.092773
	Iteration 38Q: 3 clusters Score -1.782856e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106991 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -17828628.000000 Penalty: 5771.092773
	Iteration 39Q: 3 clusters Score -1.782863e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107664 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -17828724.000000 Penalty: 5771.092773
	Iteration 40F: 3 clusters Score -1.782872e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108242 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -17828870.000000 Penalty: 5771.092773
	Iteration 41Q: 3 clusters Score -1.782887e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -17829058.000000 Penalty: 5771.092773
	Iteration 42Q: 3 clusters Score -1.782906e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109192 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -17829170.000000 Penalty: 5771.092773
	Iteration 43Q: 3 clusters Score -1.782917e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -17829270.000000 Penalty: 5771.092773
	Iteration 44Q: 3 clusters Score -1.782927e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -17829350.000000 Penalty: 5771.092773
	Iteration 45Q: 3 clusters Score -1.782935e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -17829502.000000 Penalty: 5771.092773
	Iteration 46Q: 3 clusters Score -1.78295e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -17829518.000000 Penalty: 5771.092773
	Iteration 47Q: 3 clusters Score -1.782952e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110491 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -17829570.000000 Penalty: 5771.092773
	Iteration 48Q: 3 clusters Score -1.782957e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -17829630.000000 Penalty: 5771.092773
	Iteration 49Q: 3 clusters Score -1.782963e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110807 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -17829696.000000 Penalty: 5771.092773
	Iteration 50Q: 3 clusters Score -1.78297e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -17829758.000000 Penalty: 5771.092773
	Iteration 51Q: 3 clusters Score -1.782976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111083 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -17829788.000000 Penalty: 5771.092773
	Iteration 52Q: 3 clusters Score -1.782979e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111186 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -17829814.000000 Penalty: 5771.092773
	Iteration 53Q: 3 clusters Score -1.782981e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111282 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -17829786.000000 Penalty: 5771.092773
	Iteration 54Q: 3 clusters Score -1.782979e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111369 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -17829820.000000 Penalty: 5771.092773
	Iteration 55Q: 3 clusters Score -1.782982e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -17829794.000000 Penalty: 5771.092773
	Iteration 56Q: 3 clusters Score -1.782979e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111521 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -17829828.000000 Penalty: 5771.092773
	Iteration 57Q: 3 clusters Score -1.782983e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111581 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -17829864.000000 Penalty: 5771.092773
	Iteration 58Q: 3 clusters Score -1.782986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111631 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -17829844.000000 Penalty: 5771.092773
	Iteration 59Q: 3 clusters Score -1.782984e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -17829844.000000 Penalty: 5771.092773
	Iteration 60F: 3 clusters Score -1.782984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17829870.000000 Penalty: 5771.092773
	Iteration 61Q: 3 clusters Score -1.782987e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111734 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -17829884.000000 Penalty: 5771.092773
	Iteration 62Q: 3 clusters Score -1.782988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111755 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -17829882.000000 Penalty: 5771.092773
	Iteration 63Q: 3 clusters Score -1.782988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111779 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -17829902.000000 Penalty: 5771.092773
	Iteration 64Q: 3 clusters Score -1.78299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111795 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -17829888.000000 Penalty: 5771.092773
	Iteration 65Q: 3 clusters Score -1.782989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -17829908.000000 Penalty: 5771.092773
	Iteration 66Q: 3 clusters Score -1.782991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17829930.000000 Penalty: 5771.092773
	Iteration 67Q: 3 clusters Score -1.782993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -17829932.000000 Penalty: 5771.092773
	Iteration 68Q: 3 clusters Score -1.782993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111851 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -17829936.000000 Penalty: 5771.092773
	Iteration 69Q: 3 clusters Score -1.782994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -17829924.000000 Penalty: 5771.092773
	Iteration 70Q: 3 clusters Score -1.782992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111866 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -17829924.000000 Penalty: 5771.092773
	Iteration 71Q: 3 clusters Score -1.782992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17829916.000000 Penalty: 5771.092773
	Iteration 72Q: 3 clusters Score -1.782992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -17829914.000000 Penalty: 5771.092773
	Iteration 73Q: 3 clusters Score -1.782991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111889 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17829924.000000 Penalty: 5771.092773
	Iteration 74Q: 3 clusters Score -1.782992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -17829936.000000 Penalty: 5771.092773
	Iteration 75Q: 3 clusters Score -1.782994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111896 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17829938.000000 Penalty: 5771.092773
	Iteration 76Q: 3 clusters Score -1.782994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -17829922.000000 Penalty: 5771.092773
	Iteration 77Q: 3 clusters Score -1.782992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -17829926.000000 Penalty: 5771.092773
	Iteration 78Q: 3 clusters Score -1.782993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111915 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -17829936.000000 Penalty: 5771.092773
	Iteration 79Q: 3 clusters Score -1.782994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111918 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -17829932.000000 Penalty: 5771.092773
	Iteration 80F: 3 clusters Score -1.782993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -17829934.000000 Penalty: 5771.092773
	Iteration 81Q: 3 clusters Score -1.782993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -17829934.000000 Penalty: 5771.092773
	Iteration 82Q: 3 clusters Score -1.782993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17829932.000000 Penalty: 5771.092773
	Iteration 83Q: 3 clusters Score -1.782993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17829932.000000 Penalty: 5771.092773
	Iteration 84F: 3 clusters Score -1.782993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -266056.156250 Penalty: 1855.006348
	Iteration 0F: 2 clusters Score -266056.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -263563.593750 Penalty: 3710.012695
	Iteration 0F: 3 clusters Score -263563.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -264006.562500 Penalty: 3710.012695
	Iteration 1F: 3 clusters Score -264006.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -264114.031250 Penalty: 3710.012695
	Iteration 2F: 3 clusters Score -264114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -264168.250000 Penalty: 3710.012695
	Iteration 3Q: 3 clusters Score -264168.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -264203.312500 Penalty: 3710.012695
	Iteration 4Q: 3 clusters Score -264203.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -264226.687500 Penalty: 3710.012695
	Iteration 5Q: 3 clusters Score -264226.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -264245.593750 Penalty: 3710.012695
	Iteration 6Q: 3 clusters Score -264245.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -264261.187500 Penalty: 3710.012695
	Iteration 7Q: 3 clusters Score -264261.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -264274.187500 Penalty: 3710.012695
	Iteration 8Q: 3 clusters Score -264274.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -264288.750000 Penalty: 3710.012695
	Iteration 9Q: 3 clusters Score -264288.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -264302.812500 Penalty: 3710.012695
	Iteration 10Q: 3 clusters Score -264302.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -264307.125000 Penalty: 3710.012695
	Iteration 11Q: 3 clusters Score -264307.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -264311.406250 Penalty: 3710.012695
	Iteration 12Q: 3 clusters Score -264311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -264315.750000 Penalty: 3710.012695
	Iteration 13Q: 3 clusters Score -264315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -264320.187500 Penalty: 3710.012695
	Iteration 14Q: 3 clusters Score -264320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -264322.156250 Penalty: 3710.012695
	Iteration 15Q: 3 clusters Score -264322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -264323.593750 Penalty: 3710.012695
	Iteration 16Q: 3 clusters Score -264323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -264323.593750 Penalty: 3710.012695
	Iteration 17F: 3 clusters Score -264323.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Entering Unmasked Estep 
Score: -3611650.750000 Penalty: 2492.883789
	Iteration 0F: 2 clusters Score -3611651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3595452.250000 Penalty: 4985.767578
	Iteration 0F: 3 clusters Score -3595452 nChanged 10290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3601308.000000 Penalty: 4985.767578
	Iteration 1F: 3 clusters Score -3601308 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -3602554.750000 Penalty: 4985.767578
	Iteration 2F: 3 clusters Score -3602555 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3603959.500000 Penalty: 4985.767578
	Iteration 3F: 3 clusters Score -3603960 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3605162.000000 Penalty: 4985.767578
	Iteration 4F: 3 clusters Score -3605162 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3606099.000000 Penalty: 4985.767578
	Iteration 5F: 3 clusters Score -3606099 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3606763.500000 Penalty: 4985.767578
	Iteration 6F: 3 clusters Score -3606764 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3607231.000000 Penalty: 4985.767578
	Iteration 7Q: 3 clusters Score -3607231 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3607617.500000 Penalty: 4985.767578
	Iteration 8Q: 3 clusters Score -3607618 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3607934.250000 Penalty: 4985.767578
	Iteration 9Q: 3 clusters Score -3607934 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3608228.500000 Penalty: 4985.767578
	Iteration 10Q: 3 clusters Score -3608228 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3608541.750000 Penalty: 4985.767578
	Iteration 11Q: 3 clusters Score -3608542 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3608897.500000 Penalty: 4985.767578
	Iteration 12Q: 3 clusters Score -3608898 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3609229.250000 Penalty: 4985.767578
	Iteration 13Q: 3 clusters Score -3609229 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3609553.750000 Penalty: 4985.767578
	Iteration 14Q: 3 clusters Score -3609554 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3609878.250000 Penalty: 4985.767578
	Iteration 15Q: 3 clusters Score -3609878 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3610224.000000 Penalty: 4985.767578
	Iteration 16Q: 3 clusters Score -3610224 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3610461.000000 Penalty: 4985.767578
	Iteration 17Q: 3 clusters Score -3610461 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3610604.000000 Penalty: 4985.767578
	Iteration 18Q: 3 clusters Score -3610604 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3610674.000000 Penalty: 4985.767578
	Iteration 19Q: 3 clusters Score -3610674 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3610756.750000 Penalty: 4985.767578
	Iteration 20F: 3 clusters Score -3610757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3610804.000000 Penalty: 4985.767578
	Iteration 21Q: 3 clusters Score -3610804 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3610853.500000 Penalty: 4985.767578
	Iteration 22Q: 3 clusters Score -3610854 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3610881.750000 Penalty: 4985.767578
	Iteration 23Q: 3 clusters Score -3610882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3610895.250000 Penalty: 4985.767578
	Iteration 24Q: 3 clusters Score -3610895 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3610936.500000 Penalty: 4985.767578
	Iteration 25Q: 3 clusters Score -3610936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3610955.750000 Penalty: 4985.767578
	Iteration 26Q: 3 clusters Score -3610956 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3610988.750000 Penalty: 4985.767578
	Iteration 27Q: 3 clusters Score -3610989 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -3611040.500000 Penalty: 4985.767578
	Iteration 28Q: 3 clusters Score -3611040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -3611092.750000 Penalty: 4985.767578
	Iteration 29Q: 3 clusters Score -3611093 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3611129.500000 Penalty: 4985.767578
	Iteration 30Q: 3 clusters Score -3611130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3611171.000000 Penalty: 4985.767578
	Iteration 31Q: 3 clusters Score -3611171 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3611194.000000 Penalty: 4985.767578
	Iteration 32Q: 3 clusters Score -3611194 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3611223.250000 Penalty: 4985.767578
	Iteration 33Q: 3 clusters Score -3611223 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3611264.750000 Penalty: 4985.767578
	Iteration 34Q: 3 clusters Score -3611265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3611277.500000 Penalty: 4985.767578
	Iteration 35Q: 3 clusters Score -3611278 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3611297.250000 Penalty: 4985.767578
	Iteration 36Q: 3 clusters Score -3611297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3611314.500000 Penalty: 4985.767578
	Iteration 37Q: 3 clusters Score -3611314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3611326.750000 Penalty: 4985.767578
	Iteration 38Q: 3 clusters Score -3611327 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3611338.750000 Penalty: 4985.767578
	Iteration 39Q: 3 clusters Score -3611339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3611342.250000 Penalty: 4985.767578
	Iteration 40F: 3 clusters Score -3611342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -3611351.000000 Penalty: 4985.767578
	Iteration 41Q: 3 clusters Score -3611351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -3611364.250000 Penalty: 4985.767578
	Iteration 42Q: 3 clusters Score -3611364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3611375.000000 Penalty: 4985.767578
	Iteration 43Q: 3 clusters Score -3611375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3611378.250000 Penalty: 4985.767578
	Iteration 44Q: 3 clusters Score -3611378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3611379.000000 Penalty: 4985.767578
	Iteration 45Q: 3 clusters Score -3611379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3611381.500000 Penalty: 4985.767578
	Iteration 46Q: 3 clusters Score -3611382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3611394.000000 Penalty: 4985.767578
	Iteration 47Q: 3 clusters Score -3611394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3611393.500000 Penalty: 4985.767578
	Iteration 48Q: 3 clusters Score -3611394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3611397.000000 Penalty: 4985.767578
	Iteration 49Q: 3 clusters Score -3611397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3611395.000000 Penalty: 4985.767578
	Iteration 50Q: 3 clusters Score -3611395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3611398.000000 Penalty: 4985.767578
	Iteration 51Q: 3 clusters Score -3611398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3611407.750000 Penalty: 4985.767578
	Iteration 52Q: 3 clusters Score -3611408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3611411.000000 Penalty: 4985.767578
	Iteration 53Q: 3 clusters Score -3611411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3611420.250000 Penalty: 4985.767578
	Iteration 54Q: 3 clusters Score -3611420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3611430.000000 Penalty: 4985.767578
	Iteration 55Q: 3 clusters Score -3611430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -3611434.250000 Penalty: 4985.767578
	Iteration 56Q: 3 clusters Score -3611434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3611428.500000 Penalty: 4985.767578
	Iteration 57Q: 3 clusters Score -3611428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3611443.000000 Penalty: 4985.767578
	Iteration 58Q: 3 clusters Score -3611443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3611447.750000 Penalty: 4985.767578
	Iteration 59Q: 3 clusters Score -3611448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3611447.500000 Penalty: 4985.767578
	Iteration 60F: 3 clusters Score -3611448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3611448.500000 Penalty: 4985.767578
	Iteration 61Q: 3 clusters Score -3611448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3611465.000000 Penalty: 4985.767578
	Iteration 62Q: 3 clusters Score -3611465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3611466.000000 Penalty: 4985.767578
	Iteration 63Q: 3 clusters Score -3611466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3611483.500000 Penalty: 4985.767578
	Iteration 64Q: 3 clusters Score -3611484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3611492.000000 Penalty: 4985.767578
	Iteration 65Q: 3 clusters Score -3611492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3611494.250000 Penalty: 4985.767578
	Iteration 66Q: 3 clusters Score -3611494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -3611507.250000 Penalty: 4985.767578
	Iteration 67Q: 3 clusters Score -3611507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3611517.000000 Penalty: 4985.767578
	Iteration 68Q: 3 clusters Score -3611517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3611511.750000 Penalty: 4985.767578
	Iteration 69Q: 3 clusters Score -3611512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3611516.000000 Penalty: 4985.767578
	Iteration 70Q: 3 clusters Score -3611516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -3611517.750000 Penalty: 4985.767578
	Iteration 71Q: 3 clusters Score -3611518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -3611525.000000 Penalty: 4985.767578
	Iteration 72Q: 3 clusters Score -3611525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3611529.500000 Penalty: 4985.767578
	Iteration 73Q: 3 clusters Score -3611530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3611530.500000 Penalty: 4985.767578
	Iteration 74Q: 3 clusters Score -3611530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -3611529.250000 Penalty: 4985.767578
	Iteration 75Q: 3 clusters Score -3611529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3611535.750000 Penalty: 4985.767578
	Iteration 76Q: 3 clusters Score -3611536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3611540.750000 Penalty: 4985.767578
	Iteration 77Q: 3 clusters Score -3611541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3611553.750000 Penalty: 4985.767578
	Iteration 78Q: 3 clusters Score -3611554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3611553.000000 Penalty: 4985.767578
	Iteration 79Q: 3 clusters Score -3611553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3611570.500000 Penalty: 4985.767578
	Iteration 80F: 3 clusters Score -3611570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3611580.000000 Penalty: 4985.767578
	Iteration 81Q: 3 clusters Score -3611580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3611592.500000 Penalty: 4985.767578
	Iteration 82Q: 3 clusters Score -3611592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3611609.000000 Penalty: 4985.767578
	Iteration 83Q: 3 clusters Score -3611609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3611612.500000 Penalty: 4985.767578
	Iteration 84Q: 3 clusters Score -3611612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3611617.500000 Penalty: 4985.767578
	Iteration 85Q: 3 clusters Score -3611618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3611618.250000 Penalty: 4985.767578
	Iteration 86Q: 3 clusters Score -3611618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3611624.500000 Penalty: 4985.767578
	Iteration 87Q: 3 clusters Score -3611624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3611627.750000 Penalty: 4985.767578
	Iteration 88Q: 3 clusters Score -3611628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -3611647.250000 Penalty: 4985.767578
	Iteration 89Q: 3 clusters Score -3611647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3611651.500000 Penalty: 4985.767578
	Iteration 90Q: 3 clusters Score -3611652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3611653.000000 Penalty: 4985.767578
	Iteration 91Q: 3 clusters Score -3611653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3611650.000000 Penalty: 4985.767578
	Iteration 92Q: 3 clusters Score -3611650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3611656.250000 Penalty: 4985.767578
	Iteration 93Q: 3 clusters Score -3611656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3611661.000000 Penalty: 4985.767578
	Iteration 94Q: 3 clusters Score -3611661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3611674.750000 Penalty: 4985.767578
	Iteration 95Q: 3 clusters Score -3611675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3611679.750000 Penalty: 4985.767578
	Iteration 96Q: 3 clusters Score -3611680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3611677.750000 Penalty: 4985.767578
	Iteration 97Q: 3 clusters Score -3611678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3611678.500000 Penalty: 4985.767578
	Iteration 98Q: 3 clusters Score -3611678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3611680.000000 Penalty: 4985.767578
	Iteration 99Q: 3 clusters Score -3611680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3611685.750000 Penalty: 4985.767578
	Iteration 100F: 3 clusters Score -3611686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3611697.250000 Penalty: 4985.767578
	Iteration 101Q: 3 clusters Score -3611697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3611702.250000 Penalty: 4985.767578
	Iteration 102Q: 3 clusters Score -3611702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3611714.250000 Penalty: 4985.767578
	Iteration 103Q: 3 clusters Score -3611714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3611724.000000 Penalty: 4985.767578
	Iteration 104Q: 3 clusters Score -3611724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3611741.500000 Penalty: 4985.767578
	Iteration 105Q: 3 clusters Score -3611742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3611758.000000 Penalty: 4985.767578
	Iteration 106Q: 3 clusters Score -3611758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3611761.500000 Penalty: 4985.767578
	Iteration 107Q: 3 clusters Score -3611762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3611769.750000 Penalty: 4985.767578
	Iteration 108Q: 3 clusters Score -3611770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3611780.750000 Penalty: 4985.767578
	Iteration 109Q: 3 clusters Score -3611781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3611803.500000 Penalty: 4985.767578
	Iteration 110Q: 3 clusters Score -3611804 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -3611809.750000 Penalty: 4985.767578
	Iteration 111Q: 3 clusters Score -3611810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3611824.250000 Penalty: 4985.767578
	Iteration 112Q: 3 clusters Score -3611824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3611831.500000 Penalty: 4985.767578
	Iteration 113Q: 3 clusters Score -3611832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3611836.000000 Penalty: 4985.767578
	Iteration 114Q: 3 clusters Score -3611836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3611841.500000 Penalty: 4985.767578
	Iteration 115Q: 3 clusters Score -3611842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -3611839.750000 Penalty: 4985.767578
	Iteration 116Q: 3 clusters Score -3611840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3611838.750000 Penalty: 4985.767578
	Iteration 117Q: 3 clusters Score -3611839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3611839.000000 Penalty: 4985.767578
	Iteration 118Q: 3 clusters Score -3611839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3611837.500000 Penalty: 4985.767578
	Iteration 119Q: 3 clusters Score -3611838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3611841.000000 Penalty: 4985.767578
	Iteration 120F: 3 clusters Score -3611841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -3611844.250000 Penalty: 4985.767578
	Iteration 121Q: 3 clusters Score -3611844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3611849.000000 Penalty: 4985.767578
	Iteration 122Q: 3 clusters Score -3611849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3611850.000000 Penalty: 4985.767578
	Iteration 123Q: 3 clusters Score -3611850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3611851.250000 Penalty: 4985.767578
	Iteration 124Q: 3 clusters Score -3611851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3611851.000000 Penalty: 4985.767578
	Iteration 125Q: 3 clusters Score -3611851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3611852.250000 Penalty: 4985.767578
	Iteration 126Q: 3 clusters Score -3611852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3611852.250000 Penalty: 4985.767578
	Iteration 127Q: 3 clusters Score -3611852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3611852.750000 Penalty: 4985.767578
	Iteration 128Q: 3 clusters Score -3611853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3611850.500000 Penalty: 4985.767578
	Iteration 129Q: 3 clusters Score -3611850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3611849.750000 Penalty: 4985.767578
	Iteration 130Q: 3 clusters Score -3611850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3611849.750000 Penalty: 4985.767578
	Iteration 131F: 3 clusters Score -3611850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 23849 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 113014 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130999 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 21027 members 
Entering Unmasked Estep 
Score: -86719968.000000 Penalty: 118243.585938
Splitting cluster 12 changes total score from -86720392.000000 to -86719968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -31645.574219 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -31645.57 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 133 members 
Entering Unmasked Estep 
Score: -30759.621094 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -30759.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31122.859375 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31122.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31237.158203 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -31237.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31344.025391 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -31344.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31543.085938 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -31543.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31659.757812 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -31659.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31723.962891 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -31723.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31747.148438 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -31747.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31747.652344 Penalty: 2827.420166
	Iteration 8F: 3 clusters Score -31747.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31755.691406 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -31755.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31768.640625 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -31768.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31768.640625 Penalty: 2827.420166
	Iteration 11F: 3 clusters Score -31768.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 23849 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 113014 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130999 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 111 members 
Entering Unmasked Estep 
Score: -86718696.000000 Penalty: 118243.585938
Splitting cluster 13 changes total score from -86720392.000000 to -86718696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -887481.187500 Penalty: 2156.028809
	Iteration 0F: 2 clusters Score -887481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -882390.250000 Penalty: 4312.057617
	Iteration 0F: 3 clusters Score -882390.2 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -883691.312500 Penalty: 4312.057617
	Iteration 1F: 3 clusters Score -883691.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -883976.687500 Penalty: 4312.057617
	Iteration 2F: 3 clusters Score -883976.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -884170.625000 Penalty: 4312.057617
	Iteration 3F: 3 clusters Score -884170.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -884288.812500 Penalty: 4312.057617
	Iteration 4Q: 3 clusters Score -884288.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -884377.812500 Penalty: 4312.057617
	Iteration 5Q: 3 clusters Score -884377.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -884448.500000 Penalty: 4312.057617
	Iteration 6Q: 3 clusters Score -884448.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -884502.437500 Penalty: 4312.057617
	Iteration 7Q: 3 clusters Score -884502.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -884548.375000 Penalty: 4312.057617
	Iteration 8Q: 3 clusters Score -884548.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -884589.562500 Penalty: 4312.057617
	Iteration 9Q: 3 clusters Score -884589.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -884615.187500 Penalty: 4312.057617
	Iteration 10Q: 3 clusters Score -884615.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -884638.687500 Penalty: 4312.057617
	Iteration 11Q: 3 clusters Score -884638.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -884662.187500 Penalty: 4312.057617
	Iteration 12Q: 3 clusters Score -884662.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -884679.187500 Penalty: 4312.057617
	Iteration 13Q: 3 clusters Score -884679.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -884699.125000 Penalty: 4312.057617
	Iteration 14Q: 3 clusters Score -884699.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -884718.687500 Penalty: 4312.057617
	Iteration 15Q: 3 clusters Score -884718.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -884744.125000 Penalty: 4312.057617
	Iteration 16Q: 3 clusters Score -884744.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -884763.250000 Penalty: 4312.057617
	Iteration 17Q: 3 clusters Score -884763.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -884777.937500 Penalty: 4312.057617
	Iteration 18Q: 3 clusters Score -884777.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -884789.375000 Penalty: 4312.057617
	Iteration 19Q: 3 clusters Score -884789.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -884802.187500 Penalty: 4312.057617
	Iteration 20F: 3 clusters Score -884802.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -884811.250000 Penalty: 4312.057617
	Iteration 21Q: 3 clusters Score -884811.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -884825.875000 Penalty: 4312.057617
	Iteration 22Q: 3 clusters Score -884825.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -884840.062500 Penalty: 4312.057617
	Iteration 23Q: 3 clusters Score -884840.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -884856.812500 Penalty: 4312.057617
	Iteration 24Q: 3 clusters Score -884856.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -884869.625000 Penalty: 4312.057617
	Iteration 25Q: 3 clusters Score -884869.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -884881.625000 Penalty: 4312.057617
	Iteration 26Q: 3 clusters Score -884881.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -884892.062500 Penalty: 4312.057617
	Iteration 27Q: 3 clusters Score -884892.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -884907.625000 Penalty: 4312.057617
	Iteration 28Q: 3 clusters Score -884907.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -884924.875000 Penalty: 4312.057617
	Iteration 29Q: 3 clusters Score -884924.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -884936.125000 Penalty: 4312.057617
	Iteration 30Q: 3 clusters Score -884936.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -884947.687500 Penalty: 4312.057617
	Iteration 31Q: 3 clusters Score -884947.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -884957.437500 Penalty: 4312.057617
	Iteration 32Q: 3 clusters Score -884957.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -884964.437500 Penalty: 4312.057617
	Iteration 33Q: 3 clusters Score -884964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -884972.187500 Penalty: 4312.057617
	Iteration 34Q: 3 clusters Score -884972.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -884979.687500 Penalty: 4312.057617
	Iteration 35Q: 3 clusters Score -884979.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -884986.250000 Penalty: 4312.057617
	Iteration 36Q: 3 clusters Score -884986.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -884990.750000 Penalty: 4312.057617
	Iteration 37Q: 3 clusters Score -884990.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -884997.250000 Penalty: 4312.057617
	Iteration 38Q: 3 clusters Score -884997.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -885005.000000 Penalty: 4312.057617
	Iteration 39Q: 3 clusters Score -885005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -885014.437500 Penalty: 4312.057617
	Iteration 40F: 3 clusters Score -885014.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -885019.375000 Penalty: 4312.057617
	Iteration 41Q: 3 clusters Score -885019.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -885021.937500 Penalty: 4312.057617
	Iteration 42Q: 3 clusters Score -885021.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -885026.500000 Penalty: 4312.057617
	Iteration 43Q: 3 clusters Score -885026.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -885033.750000 Penalty: 4312.057617
	Iteration 44Q: 3 clusters Score -885033.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -885039.375000 Penalty: 4312.057617
	Iteration 45Q: 3 clusters Score -885039.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -885048.125000 Penalty: 4312.057617
	Iteration 46Q: 3 clusters Score -885048.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -885057.500000 Penalty: 4312.057617
	Iteration 47Q: 3 clusters Score -885057.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -885071.937500 Penalty: 4312.057617
	Iteration 48Q: 3 clusters Score -885071.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -885083.562500 Penalty: 4312.057617
	Iteration 49Q: 3 clusters Score -885083.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -885095.062500 Penalty: 4312.057617
	Iteration 50Q: 3 clusters Score -885095.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -885105.750000 Penalty: 4312.057617
	Iteration 51Q: 3 clusters Score -885105.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -885119.812500 Penalty: 4312.057617
	Iteration 52Q: 3 clusters Score -885119.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -885132.750000 Penalty: 4312.057617
	Iteration 53Q: 3 clusters Score -885132.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -885148.625000 Penalty: 4312.057617
	Iteration 54Q: 3 clusters Score -885148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -885161.937500 Penalty: 4312.057617
	Iteration 55Q: 3 clusters Score -885161.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -885173.812500 Penalty: 4312.057617
	Iteration 56Q: 3 clusters Score -885173.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -885188.875000 Penalty: 4312.057617
	Iteration 57Q: 3 clusters Score -885188.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -885209.750000 Penalty: 4312.057617
	Iteration 58Q: 3 clusters Score -885209.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -885228.750000 Penalty: 4312.057617
	Iteration 59Q: 3 clusters Score -885228.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -885248.937500 Penalty: 4312.057617
	Iteration 60F: 3 clusters Score -885248.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -885268.562500 Penalty: 4312.057617
	Iteration 61Q: 3 clusters Score -885268.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -885286.500000 Penalty: 4312.057617
	Iteration 62Q: 3 clusters Score -885286.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -885312.937500 Penalty: 4312.057617
	Iteration 63Q: 3 clusters Score -885312.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -885340.125000 Penalty: 4312.057617
	Iteration 64Q: 3 clusters Score -885340.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -885368.062500 Penalty: 4312.057617
	Iteration 65Q: 3 clusters Score -885368.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -885401.125000 Penalty: 4312.057617
	Iteration 66Q: 3 clusters Score -885401.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -885438.812500 Penalty: 4312.057617
	Iteration 67Q: 3 clusters Score -885438.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -885474.062500 Penalty: 4312.057617
	Iteration 68Q: 3 clusters Score -885474.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -885513.250000 Penalty: 4312.057617
	Iteration 69Q: 3 clusters Score -885513.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -885546.562500 Penalty: 4312.057617
	Iteration 70Q: 3 clusters Score -885546.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -885580.625000 Penalty: 4312.057617
	Iteration 71Q: 3 clusters Score -885580.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -885614.562500 Penalty: 4312.057617
	Iteration 72Q: 3 clusters Score -885614.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -885635.750000 Penalty: 4312.057617
	Iteration 73Q: 3 clusters Score -885635.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -885650.000000 Penalty: 4312.057617
	Iteration 74Q: 3 clusters Score -885650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -885672.687500 Penalty: 4312.057617
	Iteration 75Q: 3 clusters Score -885672.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -885694.625000 Penalty: 4312.057617
	Iteration 76Q: 3 clusters Score -885694.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -885719.250000 Penalty: 4312.057617
	Iteration 77Q: 3 clusters Score -885719.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -885741.937500 Penalty: 4312.057617
	Iteration 78Q: 3 clusters Score -885741.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -885755.375000 Penalty: 4312.057617
	Iteration 79Q: 3 clusters Score -885755.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -885768.750000 Penalty: 4312.057617
	Iteration 80F: 3 clusters Score -885768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -885775.375000 Penalty: 4312.057617
	Iteration 81Q: 3 clusters Score -885775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -885777.937500 Penalty: 4312.057617
	Iteration 82Q: 3 clusters Score -885777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -885780.000000 Penalty: 4312.057617
	Iteration 83Q: 3 clusters Score -885780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -885780.937500 Penalty: 4312.057617
	Iteration 84Q: 3 clusters Score -885780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -885782.625000 Penalty: 4312.057617
	Iteration 85Q: 3 clusters Score -885782.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -885783.000000 Penalty: 4312.057617
	Iteration 86Q: 3 clusters Score -885783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -885788.312500 Penalty: 4312.057617
	Iteration 87Q: 3 clusters Score -885788.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -885795.125000 Penalty: 4312.057617
	Iteration 88Q: 3 clusters Score -885795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -885798.000000 Penalty: 4312.057617
	Iteration 89Q: 3 clusters Score -885798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -885806.625000 Penalty: 4312.057617
	Iteration 90Q: 3 clusters Score -885806.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -885813.687500 Penalty: 4312.057617
	Iteration 91Q: 3 clusters Score -885813.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -885815.125000 Penalty: 4312.057617
	Iteration 92Q: 3 clusters Score -885815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -885816.187500 Penalty: 4312.057617
	Iteration 93Q: 3 clusters Score -885816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -885816.187500 Penalty: 4312.057617
	Iteration 94F: 3 clusters Score -885816.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (130999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130999 members 
Entering Unmasked Estep 
Score: -20599242.000000 Penalty: 2922.170166
	Iteration 0F: 2 clusters Score -2.059924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -20516900.000000 Penalty: 5844.340332
	Iteration 0F: 3 clusters Score -2.05169e+07 nChanged 62470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -20553220.000000 Penalty: 5844.340332
	Iteration 1F: 3 clusters Score -2.055322e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -20554104.000000 Penalty: 5844.340332
	Iteration 2Q: 3 clusters Score -2.05541e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -20555386.000000 Penalty: 5844.340332
	Iteration 3Q: 3 clusters Score -2.055539e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -20557308.000000 Penalty: 5844.340332
	Iteration 4Q: 3 clusters Score -2.055731e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -20560480.000000 Penalty: 5844.340332
	Iteration 5Q: 3 clusters Score -2.056048e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -20565162.000000 Penalty: 5844.340332
	Iteration 6F: 3 clusters Score -2.056516e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -20571340.000000 Penalty: 5844.340332
	Iteration 7F: 3 clusters Score -2.057134e+07 nChanged 9042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 102455 members 
Entering Unmasked Estep 
Score: -20578590.000000 Penalty: 5844.340332
	Iteration 8F: 3 clusters Score -2.057859e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 110510 members 
Entering Unmasked Estep 
Score: -20584718.000000 Penalty: 5844.340332
	Iteration 9F: 3 clusters Score -2.058472e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 116818 members 
Entering Unmasked Estep 
Score: -20589050.000000 Penalty: 5844.340332
	Iteration 10Q: 3 clusters Score -2.058905e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 121249 members 
Entering Unmasked Estep 
Score: -20591784.000000 Penalty: 5844.340332
	Iteration 11Q: 3 clusters Score -2.059178e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 124177 members 
Entering Unmasked Estep 
Score: -20593448.000000 Penalty: 5844.340332
	Iteration 12Q: 3 clusters Score -2.059345e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 126072 members 
Entering Unmasked Estep 
Score: -20594542.000000 Penalty: 5844.340332
	Iteration 13Q: 3 clusters Score -2.059454e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 127306 members 
Entering Unmasked Estep 
Score: -20595238.000000 Penalty: 5844.340332
	Iteration 14Q: 3 clusters Score -2.059524e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 128106 members 
Entering Unmasked Estep 
Score: -20595718.000000 Penalty: 5844.340332
	Iteration 15Q: 3 clusters Score -2.059572e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 128634 members 
Entering Unmasked Estep 
Score: -20595998.000000 Penalty: 5844.340332
	Iteration 16Q: 3 clusters Score -2.0596e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -20596198.000000 Penalty: 5844.340332
	Iteration 17Q: 3 clusters Score -2.05962e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 129260 members 
Entering Unmasked Estep 
Score: -20596334.000000 Penalty: 5844.340332
	Iteration 18Q: 3 clusters Score -2.059633e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 129438 members 
Entering Unmasked Estep 
Score: -20596470.000000 Penalty: 5844.340332
	Iteration 19Q: 3 clusters Score -2.059647e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -20596608.000000 Penalty: 5844.340332
	Iteration 20F: 3 clusters Score -2.059661e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 129671 members 
Entering Unmasked Estep 
Score: -20596656.000000 Penalty: 5844.340332
	Iteration 21Q: 3 clusters Score -2.059666e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 129732 members 
Entering Unmasked Estep 
Score: -20596694.000000 Penalty: 5844.340332
	Iteration 22Q: 3 clusters Score -2.059669e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 129799 members 
Entering Unmasked Estep 
Score: -20596752.000000 Penalty: 5844.340332
	Iteration 23Q: 3 clusters Score -2.059675e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 129837 members 
Entering Unmasked Estep 
Score: -20596778.000000 Penalty: 5844.340332
	Iteration 24Q: 3 clusters Score -2.059678e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 129870 members 
Entering Unmasked Estep 
Score: -20596796.000000 Penalty: 5844.340332
	Iteration 25Q: 3 clusters Score -2.05968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 129894 members 
Entering Unmasked Estep 
Score: -20596808.000000 Penalty: 5844.340332
	Iteration 26Q: 3 clusters Score -2.059681e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 129906 members 
Entering Unmasked Estep 
Score: -20596834.000000 Penalty: 5844.340332
	Iteration 27Q: 3 clusters Score -2.059683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 129917 members 
Entering Unmasked Estep 
Score: -20596866.000000 Penalty: 5844.340332
	Iteration 28Q: 3 clusters Score -2.059687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 129934 members 
Entering Unmasked Estep 
Score: -20596874.000000 Penalty: 5844.340332
	Iteration 29Q: 3 clusters Score -2.059687e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -20596904.000000 Penalty: 5844.340332
	Iteration 30Q: 3 clusters Score -2.05969e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 129947 members 
Entering Unmasked Estep 
Score: -20596912.000000 Penalty: 5844.340332
	Iteration 31Q: 3 clusters Score -2.059691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 129951 members 
Entering Unmasked Estep 
Score: -20596914.000000 Penalty: 5844.340332
	Iteration 32Q: 3 clusters Score -2.059691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 129963 members 
Entering Unmasked Estep 
Score: -20596910.000000 Penalty: 5844.340332
	Iteration 33Q: 3 clusters Score -2.059691e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 129968 members 
Entering Unmasked Estep 
Score: -20596934.000000 Penalty: 5844.340332
	Iteration 34Q: 3 clusters Score -2.059693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -20596942.000000 Penalty: 5844.340332
	Iteration 35Q: 3 clusters Score -2.059694e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -20596954.000000 Penalty: 5844.340332
	Iteration 36Q: 3 clusters Score -2.059695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 130005 members 
Entering Unmasked Estep 
Score: -20596978.000000 Penalty: 5844.340332
	Iteration 37Q: 3 clusters Score -2.059698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 130012 members 
Entering Unmasked Estep 
Score: -20596982.000000 Penalty: 5844.340332
	Iteration 38Q: 3 clusters Score -2.059698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -20597002.000000 Penalty: 5844.340332
	Iteration 39Q: 3 clusters Score -2.0597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 130024 members 
Entering Unmasked Estep 
Score: -20597012.000000 Penalty: 5844.340332
	Iteration 40F: 3 clusters Score -2.059701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 130028 members 
Entering Unmasked Estep 
Score: -20597018.000000 Penalty: 5844.340332
	Iteration 41Q: 3 clusters Score -2.059702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 130028 members 
Entering Unmasked Estep 
Score: -20597014.000000 Penalty: 5844.340332
	Iteration 42Q: 3 clusters Score -2.059701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 130029 members 
Entering Unmasked Estep 
Score: -20597010.000000 Penalty: 5844.340332
	Iteration 43Q: 3 clusters Score -2.059701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -20597012.000000 Penalty: 5844.340332
	Iteration 44Q: 3 clusters Score -2.059701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -20597006.000000 Penalty: 5844.340332
	Iteration 45Q: 3 clusters Score -2.059701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 130032 members 
Entering Unmasked Estep 
Score: -20596994.000000 Penalty: 5844.340332
	Iteration 46Q: 3 clusters Score -2.059699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 130030 members 
Entering Unmasked Estep 
Score: -20596996.000000 Penalty: 5844.340332
	Iteration 47Q: 3 clusters Score -2.0597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 130031 members 
Entering Unmasked Estep 
Score: -20597012.000000 Penalty: 5844.340332
	Iteration 48Q: 3 clusters Score -2.059701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 130031 members 
Entering Unmasked Estep 
Score: -20597012.000000 Penalty: 5844.340332
	Iteration 49F: 3 clusters Score -2.059701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Entering Unmasked Estep 
Score: -2031005.250000 Penalty: 2344.862061
	Iteration 0F: 2 clusters Score -2031005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2021568.750000 Penalty: 4689.724121
	Iteration 0F: 3 clusters Score -2021569 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2024709.750000 Penalty: 4689.724121
	Iteration 1F: 3 clusters Score -2024710 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2025619.000000 Penalty: 4689.724121
	Iteration 2F: 3 clusters Score -2025619 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2026550.875000 Penalty: 4689.724121
	Iteration 3F: 3 clusters Score -2026551 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2027355.625000 Penalty: 4689.724121
	Iteration 4F: 3 clusters Score -2027356 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2028040.500000 Penalty: 4689.724121
	Iteration 5F: 3 clusters Score -2028040 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2028593.000000 Penalty: 4689.724121
	Iteration 6F: 3 clusters Score -2028593 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2028991.625000 Penalty: 4689.724121
	Iteration 7Q: 3 clusters Score -2028992 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2029309.750000 Penalty: 4689.724121
	Iteration 8Q: 3 clusters Score -2029310 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2029536.875000 Penalty: 4689.724121
	Iteration 9Q: 3 clusters Score -2029537 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2029692.250000 Penalty: 4689.724121
	Iteration 10Q: 3 clusters Score -2029692 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2029796.625000 Penalty: 4689.724121
	Iteration 11Q: 3 clusters Score -2029797 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2029880.000000 Penalty: 4689.724121
	Iteration 12Q: 3 clusters Score -2029880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2029942.750000 Penalty: 4689.724121
	Iteration 13Q: 3 clusters Score -2029943 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2029986.250000 Penalty: 4689.724121
	Iteration 14Q: 3 clusters Score -2029986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2030016.750000 Penalty: 4689.724121
	Iteration 15Q: 3 clusters Score -2030017 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2030050.625000 Penalty: 4689.724121
	Iteration 16Q: 3 clusters Score -2030051 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2030074.000000 Penalty: 4689.724121
	Iteration 17Q: 3 clusters Score -2030074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2030086.500000 Penalty: 4689.724121
	Iteration 18Q: 3 clusters Score -2030086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2030104.625000 Penalty: 4689.724121
	Iteration 19Q: 3 clusters Score -2030105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2030121.000000 Penalty: 4689.724121
	Iteration 20F: 3 clusters Score -2030121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2030130.875000 Penalty: 4689.724121
	Iteration 21Q: 3 clusters Score -2030131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2030129.750000 Penalty: 4689.724121
	Iteration 22Q: 3 clusters Score -2030130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2030133.000000 Penalty: 4689.724121
	Iteration 23Q: 3 clusters Score -2030133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2030135.000000 Penalty: 4689.724121
	Iteration 24Q: 3 clusters Score -2030135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2030137.500000 Penalty: 4689.724121
	Iteration 25Q: 3 clusters Score -2030138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2030136.375000 Penalty: 4689.724121
	Iteration 26Q: 3 clusters Score -2030136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2030141.000000 Penalty: 4689.724121
	Iteration 27Q: 3 clusters Score -2030141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2030138.875000 Penalty: 4689.724121
	Iteration 28Q: 3 clusters Score -2030139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2030137.875000 Penalty: 4689.724121
	Iteration 29Q: 3 clusters Score -2030138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2030137.750000 Penalty: 4689.724121
	Iteration 30Q: 3 clusters Score -2030138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2030137.750000 Penalty: 4689.724121
	Iteration 31F: 3 clusters Score -2030138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -27052.228516 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -27052.23 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 155 members 
Entering Unmasked Estep 
Score: -26113.646484 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -26113.65 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26736.783203 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -26736.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26891.681641 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -26891.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26949.115234 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -26949.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26961.310547 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -26961.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26961.310547 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -26961.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1632359.000000 Penalty: 2296.476807
	Iteration 0F: 2 clusters Score -1632359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1624308.750000 Penalty: 4592.953613
	Iteration 0F: 3 clusters Score -1624309 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1626613.000000 Penalty: 4592.953613
	Iteration 1F: 3 clusters Score -1626613 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1626944.875000 Penalty: 4592.953613
	Iteration 2F: 3 clusters Score -1626945 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1627187.375000 Penalty: 4592.953613
	Iteration 3F: 3 clusters Score -1627187 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1627432.250000 Penalty: 4592.953613
	Iteration 4Q: 3 clusters Score -1627432 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1627733.250000 Penalty: 4592.953613
	Iteration 5Q: 3 clusters Score -1627733 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1628150.375000 Penalty: 4592.953613
	Iteration 6F: 3 clusters Score -1628150 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1628704.500000 Penalty: 4592.953613
	Iteration 7F: 3 clusters Score -1628704 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1629338.500000 Penalty: 4592.953613
	Iteration 8F: 3 clusters Score -1629338 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1629934.000000 Penalty: 4592.953613
	Iteration 9F: 3 clusters Score -1629934 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1630342.875000 Penalty: 4592.953613
	Iteration 10Q: 3 clusters Score -1630343 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1630661.250000 Penalty: 4592.953613
	Iteration 11Q: 3 clusters Score -1630661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1630893.750000 Penalty: 4592.953613
	Iteration 12Q: 3 clusters Score -1630894 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1631036.750000 Penalty: 4592.953613
	Iteration 13Q: 3 clusters Score -1631037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1631113.625000 Penalty: 4592.953613
	Iteration 14Q: 3 clusters Score -1631114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1631148.750000 Penalty: 4592.953613
	Iteration 15Q: 3 clusters Score -1631149 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1631172.375000 Penalty: 4592.953613
	Iteration 16Q: 3 clusters Score -1631172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1631187.125000 Penalty: 4592.953613
	Iteration 17Q: 3 clusters Score -1631187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1631194.250000 Penalty: 4592.953613
	Iteration 18Q: 3 clusters Score -1631194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1631199.375000 Penalty: 4592.953613
	Iteration 19Q: 3 clusters Score -1631199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1631201.750000 Penalty: 4592.953613
	Iteration 20F: 3 clusters Score -1631202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1631205.750000 Penalty: 4592.953613
	Iteration 21Q: 3 clusters Score -1631206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1631207.500000 Penalty: 4592.953613
	Iteration 22Q: 3 clusters Score -1631208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1631205.750000 Penalty: 4592.953613
	Iteration 23Q: 3 clusters Score -1631206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1631207.875000 Penalty: 4592.953613
	Iteration 24Q: 3 clusters Score -1631208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1631208.625000 Penalty: 4592.953613
	Iteration 25Q: 3 clusters Score -1631209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1631208.625000 Penalty: 4592.953613
	Iteration 26F: 3 clusters Score -1631209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -91899.968750 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -91899.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90243.109375 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -90243.11 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90542.468750 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -90542.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90656.789062 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -90656.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90725.007812 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -90725.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90787.046875 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -90787.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90887.742188 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -90887.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91019.914062 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -91019.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -91105.062500 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -91105.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -91152.234375 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -91152.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -91171.460938 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -91171.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -91195.851562 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -91195.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -91218.304688 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -91218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -91232.015625 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -91232.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -91255.851562 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -91255.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -91271.093750 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -91271.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91280.296875 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -91280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -91282.687500 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -91282.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -91283.671875 Penalty: 3220.151123
	Iteration 17F: 3 clusters Score -91283.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -91285.546875 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -91285.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -91285.546875 Penalty: 3220.151123
	Iteration 19F: 3 clusters Score -91285.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Entering Unmasked Estep 
Score: -1961874.375000 Penalty: 2344.920410
	Iteration 0F: 2 clusters Score -1961874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1952473.750000 Penalty: 4689.840820
	Iteration 0F: 3 clusters Score -1952474 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1955586.375000 Penalty: 4689.840820
	Iteration 1F: 3 clusters Score -1955586 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1956304.750000 Penalty: 4689.840820
	Iteration 2F: 3 clusters Score -1956305 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1957068.500000 Penalty: 4689.840820
	Iteration 3F: 3 clusters Score -1957068 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1957745.125000 Penalty: 4689.840820
	Iteration 4F: 3 clusters Score -1957745 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1958402.875000 Penalty: 4689.840820
	Iteration 5F: 3 clusters Score -1958403 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1958971.000000 Penalty: 4689.840820
	Iteration 6F: 3 clusters Score -1958971 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1959411.750000 Penalty: 4689.840820
	Iteration 7Q: 3 clusters Score -1959412 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1959719.750000 Penalty: 4689.840820
	Iteration 8Q: 3 clusters Score -1959720 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1959947.375000 Penalty: 4689.840820
	Iteration 9Q: 3 clusters Score -1959947 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1960130.375000 Penalty: 4689.840820
	Iteration 10Q: 3 clusters Score -1960130 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1960276.250000 Penalty: 4689.840820
	Iteration 11Q: 3 clusters Score -1960276 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1960397.125000 Penalty: 4689.840820
	Iteration 12Q: 3 clusters Score -1960397 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1960484.750000 Penalty: 4689.840820
	Iteration 13Q: 3 clusters Score -1960485 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1960573.750000 Penalty: 4689.840820
	Iteration 14Q: 3 clusters Score -1960574 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1960655.875000 Penalty: 4689.840820
	Iteration 15Q: 3 clusters Score -1960656 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1960742.125000 Penalty: 4689.840820
	Iteration 16Q: 3 clusters Score -1960742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1960799.875000 Penalty: 4689.840820
	Iteration 17Q: 3 clusters Score -1960800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1960856.500000 Penalty: 4689.840820
	Iteration 18Q: 3 clusters Score -1960856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1960905.125000 Penalty: 4689.840820
	Iteration 19Q: 3 clusters Score -1960905 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1960964.250000 Penalty: 4689.840820
	Iteration 20F: 3 clusters Score -1960964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1961023.625000 Penalty: 4689.840820
	Iteration 21Q: 3 clusters Score -1961024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1961058.375000 Penalty: 4689.840820
	Iteration 22Q: 3 clusters Score -1961058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1961093.250000 Penalty: 4689.840820
	Iteration 23Q: 3 clusters Score -1961093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1961120.000000 Penalty: 4689.840820
	Iteration 24Q: 3 clusters Score -1961120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1961132.875000 Penalty: 4689.840820
	Iteration 25Q: 3 clusters Score -1961133 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1961148.625000 Penalty: 4689.840820
	Iteration 26Q: 3 clusters Score -1961149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1961164.125000 Penalty: 4689.840820
	Iteration 27Q: 3 clusters Score -1961164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1961176.375000 Penalty: 4689.840820
	Iteration 28Q: 3 clusters Score -1961176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1961184.000000 Penalty: 4689.840820
	Iteration 29Q: 3 clusters Score -1961184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1961199.000000 Penalty: 4689.840820
	Iteration 30Q: 3 clusters Score -1961199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1961203.250000 Penalty: 4689.840820
	Iteration 31Q: 3 clusters Score -1961203 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1961208.125000 Penalty: 4689.840820
	Iteration 32Q: 3 clusters Score -1961208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1961212.625000 Penalty: 4689.840820
	Iteration 33Q: 3 clusters Score -1961213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1961216.125000 Penalty: 4689.840820
	Iteration 34Q: 3 clusters Score -1961216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1961219.250000 Penalty: 4689.840820
	Iteration 35Q: 3 clusters Score -1961219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1961223.250000 Penalty: 4689.840820
	Iteration 36Q: 3 clusters Score -1961223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1961232.875000 Penalty: 4689.840820
	Iteration 37Q: 3 clusters Score -1961233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1961231.625000 Penalty: 4689.840820
	Iteration 38Q: 3 clusters Score -1961232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1961233.500000 Penalty: 4689.840820
	Iteration 39Q: 3 clusters Score -1961234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1961238.500000 Penalty: 4689.840820
	Iteration 40F: 3 clusters Score -1961238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1961238.625000 Penalty: 4689.840820
	Iteration 41Q: 3 clusters Score -1961239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1961244.750000 Penalty: 4689.840820
	Iteration 42Q: 3 clusters Score -1961245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1961250.750000 Penalty: 4689.840820
	Iteration 43Q: 3 clusters Score -1961251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1961254.625000 Penalty: 4689.840820
	Iteration 44Q: 3 clusters Score -1961255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1961258.000000 Penalty: 4689.840820
	Iteration 45Q: 3 clusters Score -1961258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1961260.500000 Penalty: 4689.840820
	Iteration 46Q: 3 clusters Score -1961260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1961260.375000 Penalty: 4689.840820
	Iteration 47Q: 3 clusters Score -1961260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1961263.375000 Penalty: 4689.840820
	Iteration 48Q: 3 clusters Score -1961263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1961263.750000 Penalty: 4689.840820
	Iteration 49Q: 3 clusters Score -1961264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1961266.000000 Penalty: 4689.840820
	Iteration 50Q: 3 clusters Score -1961266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1961264.750000 Penalty: 4689.840820
	Iteration 51Q: 3 clusters Score -1961265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1961264.750000 Penalty: 4689.840820
	Iteration 52F: 3 clusters Score -1961265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -384402.406250 Penalty: 1947.982788
	Iteration 0F: 2 clusters Score -384402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -381418.000000 Penalty: 3895.965576
	Iteration 0F: 3 clusters Score -381418 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -382026.312500 Penalty: 3895.965576
	Iteration 1F: 3 clusters Score -382026.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -382182.031250 Penalty: 3895.965576
	Iteration 2F: 3 clusters Score -382182 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -382281.625000 Penalty: 3895.965576
	Iteration 3Q: 3 clusters Score -382281.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -382351.375000 Penalty: 3895.965576
	Iteration 4Q: 3 clusters Score -382351.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -382429.156250 Penalty: 3895.965576
	Iteration 5Q: 3 clusters Score -382429.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -382506.281250 Penalty: 3895.965576
	Iteration 6Q: 3 clusters Score -382506.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -382624.625000 Penalty: 3895.965576
	Iteration 7Q: 3 clusters Score -382624.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -382775.750000 Penalty: 3895.965576
	Iteration 8Q: 3 clusters Score -382775.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -382921.000000 Penalty: 3895.965576
	Iteration 9Q: 3 clusters Score -382921 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -383109.187500 Penalty: 3895.965576
	Iteration 10Q: 3 clusters Score -383109.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -383280.562500 Penalty: 3895.965576
	Iteration 11Q: 3 clusters Score -383280.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -383417.781250 Penalty: 3895.965576
	Iteration 12Q: 3 clusters Score -383417.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -383511.843750 Penalty: 3895.965576
	Iteration 13Q: 3 clusters Score -383511.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -383547.718750 Penalty: 3895.965576
	Iteration 14Q: 3 clusters Score -383547.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -383566.875000 Penalty: 3895.965576
	Iteration 15Q: 3 clusters Score -383566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -383579.750000 Penalty: 3895.965576
	Iteration 16Q: 3 clusters Score -383579.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -383587.937500 Penalty: 3895.965576
	Iteration 17Q: 3 clusters Score -383587.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -383596.281250 Penalty: 3895.965576
	Iteration 18Q: 3 clusters Score -383596.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -383602.125000 Penalty: 3895.965576
	Iteration 19Q: 3 clusters Score -383602.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -383603.968750 Penalty: 3895.965576
	Iteration 20F: 3 clusters Score -383604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -383606.031250 Penalty: 3895.965576
	Iteration 21Q: 3 clusters Score -383606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -383606.906250 Penalty: 3895.965576
	Iteration 22Q: 3 clusters Score -383606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -383607.156250 Penalty: 3895.965576
	Iteration 23Q: 3 clusters Score -383607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -383607.156250 Penalty: 3895.965576
	Iteration 24F: 3 clusters Score -383607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -348129.687500 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -348129.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -345372.781250 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -345372.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -345879.218750 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -345879.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -346049.031250 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -346049 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -346134.906250 Penalty: 3826.701416
	Iteration 3Q: 3 clusters Score -346134.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -346204.031250 Penalty: 3826.701416
	Iteration 4Q: 3 clusters Score -346204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -346270.062500 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -346270.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -346354.531250 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -346354.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -346434.250000 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -346434.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -346531.156250 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -346531.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -346651.500000 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -346651.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -346821.968750 Penalty: 3826.701416
	Iteration 10F: 3 clusters Score -346822 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -347000.781250 Penalty: 3826.701416
	Iteration 11F: 3 clusters Score -347000.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -347155.000000 Penalty: 3826.701416
	Iteration 12F: 3 clusters Score -347155 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -347289.156250 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -347289.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -347398.000000 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -347398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -347474.187500 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -347474.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -347518.500000 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -347518.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -347547.875000 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -347547.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -347563.875000 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -347563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -347571.031250 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -347571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -347574.031250 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -347574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -347575.437500 Penalty: 3826.701416
	Iteration 21Q: 3 clusters Score -347575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -347576.562500 Penalty: 3826.701416
	Iteration 22Q: 3 clusters Score -347576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -347576.687500 Penalty: 3826.701416
	Iteration 23Q: 3 clusters Score -347576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -347579.781250 Penalty: 3826.701416
	Iteration 24Q: 3 clusters Score -347579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -347581.687500 Penalty: 3826.701416
	Iteration 25Q: 3 clusters Score -347581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -347582.187500 Penalty: 3826.701416
	Iteration 26Q: 3 clusters Score -347582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -347582.656250 Penalty: 3826.701416
	Iteration 27Q: 3 clusters Score -347582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -347582.656250 Penalty: 3826.701416
	Iteration 28F: 3 clusters Score -347582.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Entering Unmasked Estep 
Score: -1156953.375000 Penalty: 2206.421875
	Iteration 0F: 2 clusters Score -1156953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1150924.000000 Penalty: 4412.843750
	Iteration 0F: 3 clusters Score -1150924 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1152479.375000 Penalty: 4412.843750
	Iteration 1F: 3 clusters Score -1152479 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1152738.250000 Penalty: 4412.843750
	Iteration 2F: 3 clusters Score -1152738 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1152903.625000 Penalty: 4412.843750
	Iteration 3F: 3 clusters Score -1152904 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1153003.500000 Penalty: 4412.843750
	Iteration 4Q: 3 clusters Score -1153004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1153100.875000 Penalty: 4412.843750
	Iteration 5Q: 3 clusters Score -1153101 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1153188.000000 Penalty: 4412.843750
	Iteration 6Q: 3 clusters Score -1153188 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1153297.875000 Penalty: 4412.843750
	Iteration 7Q: 3 clusters Score -1153298 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1153478.125000 Penalty: 4412.843750
	Iteration 8Q: 3 clusters Score -1153478 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1153800.875000 Penalty: 4412.843750
	Iteration 9Q: 3 clusters Score -1153801 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1154181.125000 Penalty: 4412.843750
	Iteration 10F: 3 clusters Score -1154181 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1154529.125000 Penalty: 4412.843750
	Iteration 11F: 3 clusters Score -1154529 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1154821.500000 Penalty: 4412.843750
	Iteration 12F: 3 clusters Score -1154822 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1155048.875000 Penalty: 4412.843750
	Iteration 13Q: 3 clusters Score -1155049 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1155243.625000 Penalty: 4412.843750
	Iteration 14Q: 3 clusters Score -1155244 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1155400.875000 Penalty: 4412.843750
	Iteration 15Q: 3 clusters Score -1155401 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1155530.375000 Penalty: 4412.843750
	Iteration 16Q: 3 clusters Score -1155530 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1155644.750000 Penalty: 4412.843750
	Iteration 17Q: 3 clusters Score -1155645 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1155763.875000 Penalty: 4412.843750
	Iteration 18Q: 3 clusters Score -1155764 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1155877.500000 Penalty: 4412.843750
	Iteration 19Q: 3 clusters Score -1155878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1155957.500000 Penalty: 4412.843750
	Iteration 20F: 3 clusters Score -1155958 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1156022.125000 Penalty: 4412.843750
	Iteration 21Q: 3 clusters Score -1156022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1156069.750000 Penalty: 4412.843750
	Iteration 22Q: 3 clusters Score -1156070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1156105.875000 Penalty: 4412.843750
	Iteration 23Q: 3 clusters Score -1156106 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1156129.750000 Penalty: 4412.843750
	Iteration 24Q: 3 clusters Score -1156130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1156147.500000 Penalty: 4412.843750
	Iteration 25Q: 3 clusters Score -1156148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1156164.750000 Penalty: 4412.843750
	Iteration 26Q: 3 clusters Score -1156165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1156184.500000 Penalty: 4412.843750
	Iteration 27Q: 3 clusters Score -1156184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1156194.250000 Penalty: 4412.843750
	Iteration 28Q: 3 clusters Score -1156194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1156202.125000 Penalty: 4412.843750
	Iteration 29Q: 3 clusters Score -1156202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1156204.250000 Penalty: 4412.843750
	Iteration 30Q: 3 clusters Score -1156204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1156207.500000 Penalty: 4412.843750
	Iteration 31Q: 3 clusters Score -1156208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1156211.750000 Penalty: 4412.843750
	Iteration 32Q: 3 clusters Score -1156212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1156212.750000 Penalty: 4412.843750
	Iteration 33Q: 3 clusters Score -1156213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1156213.750000 Penalty: 4412.843750
	Iteration 34Q: 3 clusters Score -1156214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1156220.000000 Penalty: 4412.843750
	Iteration 35Q: 3 clusters Score -1156220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1156220.375000 Penalty: 4412.843750
	Iteration 36Q: 3 clusters Score -1156220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1156220.000000 Penalty: 4412.843750
	Iteration 37Q: 3 clusters Score -1156220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1156224.000000 Penalty: 4412.843750
	Iteration 38Q: 3 clusters Score -1156224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1156225.250000 Penalty: 4412.843750
	Iteration 39Q: 3 clusters Score -1156225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1156224.875000 Penalty: 4412.843750
	Iteration 40F: 3 clusters Score -1156225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1156227.125000 Penalty: 4412.843750
	Iteration 41Q: 3 clusters Score -1156227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1156227.125000 Penalty: 4412.843750
	Iteration 42F: 3 clusters Score -1156227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -505587.906250 Penalty: 2017.129761
	Iteration 0F: 2 clusters Score -505587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -502078.843750 Penalty: 4034.259521
	Iteration 0F: 3 clusters Score -502078.8 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -502785.906250 Penalty: 4034.259521
	Iteration 1F: 3 clusters Score -502785.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -502950.500000 Penalty: 4034.259521
	Iteration 2F: 3 clusters Score -502950.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -503066.906250 Penalty: 4034.259521
	Iteration 3F: 3 clusters Score -503066.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -503139.500000 Penalty: 4034.259521
	Iteration 4Q: 3 clusters Score -503139.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -503189.812500 Penalty: 4034.259521
	Iteration 5Q: 3 clusters Score -503189.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -503223.781250 Penalty: 4034.259521
	Iteration 6Q: 3 clusters Score -503223.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -503253.625000 Penalty: 4034.259521
	Iteration 7Q: 3 clusters Score -503253.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -503287.593750 Penalty: 4034.259521
	Iteration 8Q: 3 clusters Score -503287.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -503313.406250 Penalty: 4034.259521
	Iteration 9Q: 3 clusters Score -503313.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -503334.312500 Penalty: 4034.259521
	Iteration 10Q: 3 clusters Score -503334.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -503352.968750 Penalty: 4034.259521
	Iteration 11Q: 3 clusters Score -503353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -503371.656250 Penalty: 4034.259521
	Iteration 12Q: 3 clusters Score -503371.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -503383.343750 Penalty: 4034.259521
	Iteration 13Q: 3 clusters Score -503383.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -503396.625000 Penalty: 4034.259521
	Iteration 14Q: 3 clusters Score -503396.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -503420.906250 Penalty: 4034.259521
	Iteration 15Q: 3 clusters Score -503420.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -503448.718750 Penalty: 4034.259521
	Iteration 16Q: 3 clusters Score -503448.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -503488.562500 Penalty: 4034.259521
	Iteration 17Q: 3 clusters Score -503488.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -503521.625000 Penalty: 4034.259521
	Iteration 18Q: 3 clusters Score -503521.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -503564.968750 Penalty: 4034.259521
	Iteration 19Q: 3 clusters Score -503565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -503613.687500 Penalty: 4034.259521
	Iteration 20F: 3 clusters Score -503613.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -503676.125000 Penalty: 4034.259521
	Iteration 21Q: 3 clusters Score -503676.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -503755.937500 Penalty: 4034.259521
	Iteration 22Q: 3 clusters Score -503755.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -503852.625000 Penalty: 4034.259521
	Iteration 23Q: 3 clusters Score -503852.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -503943.562500 Penalty: 4034.259521
	Iteration 24Q: 3 clusters Score -503943.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -504020.562500 Penalty: 4034.259521
	Iteration 25Q: 3 clusters Score -504020.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -504081.062500 Penalty: 4034.259521
	Iteration 26Q: 3 clusters Score -504081.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -504121.875000 Penalty: 4034.259521
	Iteration 27Q: 3 clusters Score -504121.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -504148.375000 Penalty: 4034.259521
	Iteration 28Q: 3 clusters Score -504148.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -504171.125000 Penalty: 4034.259521
	Iteration 29Q: 3 clusters Score -504171.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -504202.843750 Penalty: 4034.259521
	Iteration 30Q: 3 clusters Score -504202.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -504230.750000 Penalty: 4034.259521
	Iteration 31Q: 3 clusters Score -504230.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -504264.093750 Penalty: 4034.259521
	Iteration 32Q: 3 clusters Score -504264.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -504276.531250 Penalty: 4034.259521
	Iteration 33Q: 3 clusters Score -504276.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -504282.312500 Penalty: 4034.259521
	Iteration 34Q: 3 clusters Score -504282.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -504291.750000 Penalty: 4034.259521
	Iteration 35Q: 3 clusters Score -504291.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -504303.968750 Penalty: 4034.259521
	Iteration 36Q: 3 clusters Score -504304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -504310.031250 Penalty: 4034.259521
	Iteration 37Q: 3 clusters Score -504310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -504311.968750 Penalty: 4034.259521
	Iteration 38Q: 3 clusters Score -504312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -504313.250000 Penalty: 4034.259521
	Iteration 39Q: 3 clusters Score -504313.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -504313.281250 Penalty: 4034.259521
	Iteration 40F: 3 clusters Score -504313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -504315.312500 Penalty: 4034.259521
	Iteration 41Q: 3 clusters Score -504315.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -504316.218750 Penalty: 4034.259521
	Iteration 42Q: 3 clusters Score -504316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -504315.718750 Penalty: 4034.259521
	Iteration 43Q: 3 clusters Score -504315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -504316.906250 Penalty: 4034.259521
	Iteration 44Q: 3 clusters Score -504316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -504316.906250 Penalty: 4034.259521
	Iteration 45F: 3 clusters Score -504316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -551418.312500 Penalty: 2040.455444
	Iteration 0F: 2 clusters Score -551418.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -547708.625000 Penalty: 4080.910889
	Iteration 0F: 3 clusters Score -547708.6 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -548803.625000 Penalty: 4080.910889
	Iteration 1F: 3 clusters Score -548803.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -549345.812500 Penalty: 4080.910889
	Iteration 2F: 3 clusters Score -549345.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -549957.562500 Penalty: 4080.910889
	Iteration 3F: 3 clusters Score -549957.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -550532.000000 Penalty: 4080.910889
	Iteration 4F: 3 clusters Score -550532 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -550961.187500 Penalty: 4080.910889
	Iteration 5F: 3 clusters Score -550961.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -551192.312500 Penalty: 4080.910889
	Iteration 6F: 3 clusters Score -551192.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -551322.750000 Penalty: 4080.910889
	Iteration 7Q: 3 clusters Score -551322.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -551390.187500 Penalty: 4080.910889
	Iteration 8Q: 3 clusters Score -551390.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -551409.125000 Penalty: 4080.910889
	Iteration 9Q: 3 clusters Score -551409.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -551414.500000 Penalty: 4080.910889
	Iteration 10Q: 3 clusters Score -551414.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -551420.375000 Penalty: 4080.910889
	Iteration 11Q: 3 clusters Score -551420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -551423.875000 Penalty: 4080.910889
	Iteration 12Q: 3 clusters Score -551423.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -551429.187500 Penalty: 4080.910889
	Iteration 13Q: 3 clusters Score -551429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -551430.937500 Penalty: 4080.910889
	Iteration 14Q: 3 clusters Score -551430.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -551431.750000 Penalty: 4080.910889
	Iteration 15Q: 3 clusters Score -551431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -551433.125000 Penalty: 4080.910889
	Iteration 16Q: 3 clusters Score -551433.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -551433.500000 Penalty: 4080.910889
	Iteration 17Q: 3 clusters Score -551433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -551433.437500 Penalty: 4080.910889
	Iteration 18Q: 3 clusters Score -551433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -551434.875000 Penalty: 4080.910889
	Iteration 19Q: 3 clusters Score -551434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -551434.875000 Penalty: 4080.910889
	Iteration 20F: 3 clusters Score -551434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 23849 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 113014 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130999 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 2192 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 1551 members 
Entering Unmasked Estep 
Score: -86719240.000000 Penalty: 118243.585938
Splitting cluster 25 changes total score from -86720392.000000 to -86719240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (30718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Entering Unmasked Estep 
Score: -4747085.500000 Penalty: 2562.485840
	Iteration 0F: 2 clusters Score -4747086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4725968.500000 Penalty: 5124.971680
	Iteration 0F: 3 clusters Score -4725968 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4733539.000000 Penalty: 5124.971680
	Iteration 1F: 3 clusters Score -4733539 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4733899.500000 Penalty: 5124.971680
	Iteration 2Q: 3 clusters Score -4733900 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4734205.000000 Penalty: 5124.971680
	Iteration 3Q: 3 clusters Score -4734205 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4734455.500000 Penalty: 5124.971680
	Iteration 4Q: 3 clusters Score -4734456 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4734670.000000 Penalty: 5124.971680
	Iteration 5Q: 3 clusters Score -4734670 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -4734838.500000 Penalty: 5124.971680
	Iteration 6Q: 3 clusters Score -4734838 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4735011.000000 Penalty: 5124.971680
	Iteration 7Q: 3 clusters Score -4735011 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4735185.500000 Penalty: 5124.971680
	Iteration 8Q: 3 clusters Score -4735186 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4735372.500000 Penalty: 5124.971680
	Iteration 9Q: 3 clusters Score -4735372 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4735617.000000 Penalty: 5124.971680
	Iteration 10Q: 3 clusters Score -4735617 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4735958.000000 Penalty: 5124.971680
	Iteration 11Q: 3 clusters Score -4735958 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4736435.000000 Penalty: 5124.971680
	Iteration 12Q: 3 clusters Score -4736435 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4737157.000000 Penalty: 5124.971680
	Iteration 13Q: 3 clusters Score -4737157 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4738263.500000 Penalty: 5124.971680
	Iteration 14F: 3 clusters Score -4738264 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -4739668.000000 Penalty: 5124.971680
	Iteration 15F: 3 clusters Score -4739668 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4741148.500000 Penalty: 5124.971680
	Iteration 16F: 3 clusters Score -4741148 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4742469.000000 Penalty: 5124.971680
	Iteration 17F: 3 clusters Score -4742469 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4743514.500000 Penalty: 5124.971680
	Iteration 18Q: 3 clusters Score -4743514 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4744202.500000 Penalty: 5124.971680
	Iteration 19Q: 3 clusters Score -4744202 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4744484.000000 Penalty: 5124.971680
	Iteration 20F: 3 clusters Score -4744484 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4744636.000000 Penalty: 5124.971680
	Iteration 21Q: 3 clusters Score -4744636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4744720.500000 Penalty: 5124.971680
	Iteration 22Q: 3 clusters Score -4744720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4744755.500000 Penalty: 5124.971680
	Iteration 23Q: 3 clusters Score -4744756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4744786.000000 Penalty: 5124.971680
	Iteration 24Q: 3 clusters Score -4744786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4744794.000000 Penalty: 5124.971680
	Iteration 25Q: 3 clusters Score -4744794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4744812.500000 Penalty: 5124.971680
	Iteration 26Q: 3 clusters Score -4744812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4744829.500000 Penalty: 5124.971680
	Iteration 27Q: 3 clusters Score -4744830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4744842.500000 Penalty: 5124.971680
	Iteration 28Q: 3 clusters Score -4744842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4744854.000000 Penalty: 5124.971680
	Iteration 29Q: 3 clusters Score -4744854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4744852.000000 Penalty: 5124.971680
	Iteration 30Q: 3 clusters Score -4744852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4744852.000000 Penalty: 5124.971680
	Iteration 31Q: 3 clusters Score -4744852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4744867.000000 Penalty: 5124.971680
	Iteration 32Q: 3 clusters Score -4744867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4744867.000000 Penalty: 5124.971680
	Iteration 33F: 3 clusters Score -4744867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -119654.812500 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -119654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117908.906250 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -117908.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118391.843750 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -118391.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118600.062500 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -118600.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118715.062500 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -118715.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -118781.914062 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -118781.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -118838.507812 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -118838.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118870.179688 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -118870.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118915.882812 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -118915.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118971.976562 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -118972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -119023.726562 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -119023.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -119060.648438 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -119060.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -119111.492188 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -119111.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119184.132812 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -119184.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -119314.437500 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -119314.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -119387.312500 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -119387.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -119436.335938 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -119436.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -119477.906250 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -119477.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -119522.906250 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -119522.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -119546.101562 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -119546.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119557.531250 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -119557.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -119599.851562 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -119599.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119674.914062 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -119674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -119762.890625 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -119762.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119814.367188 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -119814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119826.742188 Penalty: 3360.014893
	Iteration 24Q: 3 clusters Score -119826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119826.742188 Penalty: 3360.014893
	Iteration 25F: 3 clusters Score -119826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 23849 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 113014 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130999 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 163 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 712 members 
Entering Unmasked Estep 
Score: -86718968.000000 Penalty: 118243.585938
Splitting cluster 27 changes total score from -86720392.000000 to -86718968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -1339419.875000 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -1339420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1332691.875000 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -1332692 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1334542.250000 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -1334542 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1334950.750000 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -1334951 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1335334.125000 Penalty: 4485.672852
	Iteration 3F: 3 clusters Score -1335334 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1335720.625000 Penalty: 4485.672852
	Iteration 4F: 3 clusters Score -1335721 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1336109.750000 Penalty: 4485.672852
	Iteration 5F: 3 clusters Score -1336110 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1336546.750000 Penalty: 4485.672852
	Iteration 6F: 3 clusters Score -1336547 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1336922.125000 Penalty: 4485.672852
	Iteration 7F: 3 clusters Score -1336922 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1337203.375000 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -1337203 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1337401.750000 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -1337402 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1337552.000000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -1337552 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1337634.500000 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -1337634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1337705.375000 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -1337705 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1337752.500000 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -1337752 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1337795.500000 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -1337796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1337830.000000 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -1337830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1337864.250000 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -1337864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1337889.375000 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -1337889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1337907.500000 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -1337908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1337923.125000 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -1337923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1337941.500000 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -1337942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1337945.625000 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -1337946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1337955.250000 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -1337955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1337961.750000 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -1337962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1337972.375000 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -1337972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1337978.000000 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -1337978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1337989.500000 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -1337990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1337993.750000 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -1337994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1337997.250000 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -1337997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1337998.000000 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -1337998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1337998.000000 Penalty: 4485.672852
	Iteration 30F: 3 clusters Score -1337998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -82983.648438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -82983.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81382.671875 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -81382.67 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81561.640625 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -81561.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81623.085938 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -81623.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81645.750000 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -81645.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81654.648438 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -81654.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81656.101562 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -81656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81658.312500 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -81658.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81660.726562 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -81660.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81664.101562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -81664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81669.242188 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -81669.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -81678.468750 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -81678.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81689.398438 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -81689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81701.835938 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -81701.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81715.796875 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -81715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81727.125000 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -81727.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81738.492188 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -81738.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81756.742188 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -81756.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81767.335938 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -81767.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81771.164062 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -81771.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81776.375000 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -81776.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81784.398438 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -81784.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81798.367188 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -81798.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81820.546875 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -81820.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81837.687500 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -81837.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81891.828125 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -81891.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81928.679688 Penalty: 3192.330566
	Iteration 25Q: 3 clusters Score -81928.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81943.906250 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -81943.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81952.164062 Penalty: 3192.330566
	Iteration 27Q: 3 clusters Score -81952.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81978.156250 Penalty: 3192.330566
	Iteration 28Q: 3 clusters Score -81978.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82004.429688 Penalty: 3192.330566
	Iteration 29Q: 3 clusters Score -82004.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82037.062500 Penalty: 3192.330566
	Iteration 30Q: 3 clusters Score -82037.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82058.929688 Penalty: 3192.330566
	Iteration 31Q: 3 clusters Score -82058.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82080.765625 Penalty: 3192.330566
	Iteration 32Q: 3 clusters Score -82080.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82098.851562 Penalty: 3192.330566
	Iteration 33Q: 3 clusters Score -82098.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82122.445312 Penalty: 3192.330566
	Iteration 34Q: 3 clusters Score -82122.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82143.664062 Penalty: 3192.330566
	Iteration 35Q: 3 clusters Score -82143.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82168.398438 Penalty: 3192.330566
	Iteration 36Q: 3 clusters Score -82168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82187.429688 Penalty: 3192.330566
	Iteration 37Q: 3 clusters Score -82187.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82201.765625 Penalty: 3192.330566
	Iteration 38Q: 3 clusters Score -82201.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82217.734375 Penalty: 3192.330566
	Iteration 39Q: 3 clusters Score -82217.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82249.812500 Penalty: 3192.330566
	Iteration 40F: 3 clusters Score -82249.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82271.062500 Penalty: 3192.330566
	Iteration 41Q: 3 clusters Score -82271.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82271.062500 Penalty: 3192.330566
	Iteration 42F: 3 clusters Score -82271.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -216419.500000 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -216419.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -214160.578125 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -214160.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -214606.609375 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -214606.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -214756.359375 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -214756.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -214870.453125 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -214870.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -214968.062500 Penalty: 3639.443604
	Iteration 4Q: 3 clusters Score -214968.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -215081.265625 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -215081.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -215197.781250 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -215197.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -215352.671875 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -215352.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -215540.578125 Penalty: 3639.443604
	Iteration 8F: 3 clusters Score -215540.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215673.375000 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -215673.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -215715.359375 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -215715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -215739.093750 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -215739.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -215763.468750 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -215763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -215779.968750 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -215780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -215786.421875 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -215786.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215789.859375 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -215789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215792.187500 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -215792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -215794.031250 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -215794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215795.140625 Penalty: 3639.443604
	Iteration 18Q: 3 clusters Score -215795.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -215795.140625 Penalty: 3639.443604
	Iteration 19F: 3 clusters Score -215795.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -47062.511719 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -47062.51 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 161 members 
Entering Unmasked Estep 
Score: -45733.562500 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -45733.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45850.621094 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -45850.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45914.316406 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -45914.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45942.148438 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -45942.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45971.597656 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -45971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45993.476562 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -45993.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -46001.667969 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -46001.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46005.355469 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -46005.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46005.355469 Penalty: 2873.334717
	Iteration 8F: 3 clusters Score -46005.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -107588.273438 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -107588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105858.523438 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -105858.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106732.484375 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -106732.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107310.687500 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -107310.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -107502.781250 Penalty: 3384.349854
	Iteration 3F: 3 clusters Score -107502.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -107578.828125 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -107578.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -107622.898438 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -107622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -107648.398438 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -107648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -107685.187500 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -107685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107711.851562 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -107711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -107716.179688 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -107716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -107718.210938 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -107718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -107722.554688 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -107722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107724.414062 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -107724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107724.414062 Penalty: 3384.349854
	Iteration 13F: 3 clusters Score -107724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 23849 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 113014 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130999 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Mstep: Class 36 contains 294 members 
Entering Unmasked Estep 
Score: -86719000.000000 Penalty: 118243.585938
Splitting cluster 32 changes total score from -86720392.000000 to -86719000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -30370.382812 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -30370.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29276.037109 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -29276.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29419.619141 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -29419.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29490.736328 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -29490.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -29498.556641 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -29498.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29503.171875 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -29503.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29503.171875 Penalty: 2690.775146
	Iteration 5F: 3 clusters Score -29503.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -285853.843750 Penalty: 1859.582275
	Iteration 0F: 2 clusters Score -285853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -283330.000000 Penalty: 3719.164551
	Iteration 0F: 3 clusters Score -283330 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -283744.468750 Penalty: 3719.164551
	Iteration 1F: 3 clusters Score -283744.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -283835.250000 Penalty: 3719.164551
	Iteration 2F: 3 clusters Score -283835.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -283885.687500 Penalty: 3719.164551
	Iteration 3Q: 3 clusters Score -283885.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -283927.156250 Penalty: 3719.164551
	Iteration 4Q: 3 clusters Score -283927.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283958.156250 Penalty: 3719.164551
	Iteration 5Q: 3 clusters Score -283958.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283978.968750 Penalty: 3719.164551
	Iteration 6Q: 3 clusters Score -283979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -283995.312500 Penalty: 3719.164551
	Iteration 7Q: 3 clusters Score -283995.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -284007.218750 Penalty: 3719.164551
	Iteration 8Q: 3 clusters Score -284007.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -284019.437500 Penalty: 3719.164551
	Iteration 9Q: 3 clusters Score -284019.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -284034.812500 Penalty: 3719.164551
	Iteration 10Q: 3 clusters Score -284034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -284040.250000 Penalty: 3719.164551
	Iteration 11Q: 3 clusters Score -284040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -284044.125000 Penalty: 3719.164551
	Iteration 12Q: 3 clusters Score -284044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -284044.937500 Penalty: 3719.164551
	Iteration 13Q: 3 clusters Score -284044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -284045.781250 Penalty: 3719.164551
	Iteration 14Q: 3 clusters Score -284045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -284045.781250 Penalty: 3719.164551
	Iteration 15F: 3 clusters Score -284045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Entering Unmasked Estep 
Score: -88759.062500 Penalty: 1635.074951
	Iteration 0F: 2 clusters Score -88759.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87150.125000 Penalty: 3270.149902
	Iteration 0F: 3 clusters Score -87150.12 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87587.968750 Penalty: 3270.149902
	Iteration 1F: 3 clusters Score -87587.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87783.132812 Penalty: 3270.149902
	Iteration 2F: 3 clusters Score -87783.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87970.132812 Penalty: 3270.149902
	Iteration 3F: 3 clusters Score -87970.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88105.062500 Penalty: 3270.149902
	Iteration 4Q: 3 clusters Score -88105.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88218.117188 Penalty: 3270.149902
	Iteration 5Q: 3 clusters Score -88218.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88281.164062 Penalty: 3270.149902
	Iteration 6Q: 3 clusters Score -88281.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88345.726562 Penalty: 3270.149902
	Iteration 7Q: 3 clusters Score -88345.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88378.179688 Penalty: 3270.149902
	Iteration 8Q: 3 clusters Score -88378.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88395.789062 Penalty: 3270.149902
	Iteration 9Q: 3 clusters Score -88395.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -88410.789062 Penalty: 3270.149902
	Iteration 10Q: 3 clusters Score -88410.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88426.039062 Penalty: 3270.149902
	Iteration 11Q: 3 clusters Score -88426.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88443.351562 Penalty: 3270.149902
	Iteration 12Q: 3 clusters Score -88443.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88453.953125 Penalty: 3270.149902
	Iteration 13Q: 3 clusters Score -88453.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88454.742188 Penalty: 3270.149902
	Iteration 14Q: 3 clusters Score -88454.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88455.132812 Penalty: 3270.149902
	Iteration 15Q: 3 clusters Score -88455.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88456.281250 Penalty: 3270.149902
	Iteration 16Q: 3 clusters Score -88456.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88456.281250 Penalty: 3270.149902
	Iteration 17F: 3 clusters Score -88456.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105990 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 23849 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 113014 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23201 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 130999 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12776 members 
Mstep: Class 21 contains 2578 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 7309 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 3743 members 
Mstep: Class 26 contains 30718 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1537 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720424.000000 Penalty: 114959.039062
Iteration 119Q: 36 clusters Score -8.672042e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 34727 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 23787 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3874 members 
Mstep: Class 10 contains 113042 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23203 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 131019 members 
Mstep: Class 16 contains 12775 members 
Mstep: Class 17 contains 313 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12781 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 7303 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3737 members 
Mstep: Class 26 contains 30716 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8472 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1536 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1805 members 
Mstep: Class 35 contains 730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720744.000000 Penalty: 114959.039062
Iteration 120F: 36 clusters Score -8.672074e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 34721 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 23743 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3871 members 
Mstep: Class 10 contains 113078 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23198 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 131022 members 
Mstep: Class 16 contains 12770 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12787 members 
Mstep: Class 21 contains 2581 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 7297 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3734 members 
Mstep: Class 26 contains 30712 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8480 members 
Mstep: Class 29 contains 624 members 
Mstep: Class 30 contains 1538 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1807 members 
Mstep: Class 35 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720864.000000 Penalty: 114959.039062
Iteration 121Q: 36 clusters Score -8.672086e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5308 members 
Mstep: Class 7 contains 23688 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 113122 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23195 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 131018 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 18 contains 10506 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12790 members 
Mstep: Class 21 contains 2581 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3734 members 
Mstep: Class 26 contains 30719 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8488 members 
Mstep: Class 29 contains 625 members 
Mstep: Class 30 contains 1540 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 919 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1806 members 
Mstep: Class 35 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720920.000000 Penalty: 114959.039062
Iteration 122Q: 36 clusters Score -8.672092e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 34727 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 23629 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 113149 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23191 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 131028 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12792 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 7288 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 3730 members 
Mstep: Class 26 contains 30728 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8495 members 
Mstep: Class 29 contains 626 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1807 members 
Mstep: Class 35 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720960.000000 Penalty: 114959.039062
Iteration 123Q: 36 clusters Score -8.672096e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 106004 members 
Mstep: Class 2 contains 34728 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5308 members 
Mstep: Class 7 contains 23577 members 
Mstep: Class 8 contains 8843 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113185 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23186 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 131057 members 
Mstep: Class 16 contains 12773 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10511 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12791 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 7281 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 3730 members 
Mstep: Class 26 contains 30734 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8501 members 
Mstep: Class 29 contains 628 members 
Mstep: Class 30 contains 1542 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1808 members 
Mstep: Class 35 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721040.000000 Penalty: 114959.039062
Iteration 124Q: 36 clusters Score -8.672104e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 34729 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 23533 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113213 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23180 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 131073 members 
Mstep: Class 16 contains 12767 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10519 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12794 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 7277 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 3729 members 
Mstep: Class 26 contains 30740 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8510 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1808 members 
Mstep: Class 35 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721096.000000 Penalty: 114959.039062
Iteration 125Q: 36 clusters Score -8.67211e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105991 members 
Mstep: Class 2 contains 34730 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 23491 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113226 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23177 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 131098 members 
Mstep: Class 16 contains 12762 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10518 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12799 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 7273 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30749 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8513 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1808 members 
Mstep: Class 35 contains 738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721016.000000 Penalty: 114959.039062
Iteration 126Q: 36 clusters Score -8.672102e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 23445 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 113235 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23174 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 131119 members 
Mstep: Class 16 contains 12760 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10520 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12798 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 7268 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30761 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8513 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1808 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720984.000000 Penalty: 114959.039062
Iteration 127Q: 36 clusters Score -8.672098e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 106014 members 
Mstep: Class 2 contains 34722 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 23413 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 113245 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23171 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 131133 members 
Mstep: Class 16 contains 12757 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10519 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12799 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 7264 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30766 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8515 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1808 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720992.000000 Penalty: 114959.039062
Iteration 128Q: 36 clusters Score -8.672099e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 34722 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 23382 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 113250 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23168 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 131141 members 
Mstep: Class 16 contains 12756 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10520 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 3417 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30779 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8516 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1809 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720968.000000 Penalty: 114959.039062
Iteration 129Q: 36 clusters Score -8.672097e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 106010 members 
Mstep: Class 2 contains 34723 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 23361 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 113249 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23167 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 131159 members 
Mstep: Class 16 contains 12755 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10520 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 2585 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 3417 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30791 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8516 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1810 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720912.000000 Penalty: 114959.039062
Iteration 130Q: 36 clusters Score -8.672091e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 34726 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 23347 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 113253 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23167 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 131162 members 
Mstep: Class 16 contains 12760 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10521 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 3417 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 30801 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8516 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1812 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720872.000000 Penalty: 114959.039062
Iteration 131Q: 36 clusters Score -8.672087e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105991 members 
Mstep: Class 2 contains 34727 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 23325 members 
Mstep: Class 8 contains 8841 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 113266 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23167 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 131171 members 
Mstep: Class 16 contains 12761 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10522 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 30809 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8516 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720792.000000 Penalty: 114959.039062
Iteration 132Q: 36 clusters Score -8.672079e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105994 members 
Mstep: Class 2 contains 34724 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 23303 members 
Mstep: Class 8 contains 8842 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 113285 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 131169 members 
Mstep: Class 16 contains 12759 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10526 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 3415 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 30815 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8515 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720808.000000 Penalty: 114959.039062
Iteration 133Q: 36 clusters Score -8.672081e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 34722 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 23280 members 
Mstep: Class 8 contains 8843 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 113310 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 131155 members 
Mstep: Class 16 contains 12760 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 3415 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30825 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8515 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720800.000000 Penalty: 114959.039062
Iteration 134Q: 36 clusters Score -8.67208e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105985 members 
Mstep: Class 2 contains 34721 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 23264 members 
Mstep: Class 8 contains 8844 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113325 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 131152 members 
Mstep: Class 16 contains 12762 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7259 members 
Mstep: Class 24 contains 3415 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30834 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8516 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720856.000000 Penalty: 114959.039062
Iteration 135Q: 36 clusters Score -8.672086e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 34724 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 1794 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5315 members 
Mstep: Class 7 contains 23244 members 
Mstep: Class 8 contains 8846 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113337 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 131160 members 
Mstep: Class 16 contains 12767 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30845 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8518 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720752.000000 Penalty: 114959.039062
Iteration 136Q: 36 clusters Score -8.672075e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 34726 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 23227 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 113357 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 131160 members 
Mstep: Class 16 contains 12766 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10527 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30857 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8517 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720800.000000 Penalty: 114959.039062
Iteration 137Q: 36 clusters Score -8.67208e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 23203 members 
Mstep: Class 8 contains 8846 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 113369 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 131172 members 
Mstep: Class 16 contains 12767 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10526 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 30866 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8516 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720736.000000 Penalty: 114959.039062
Iteration 138Q: 36 clusters Score -8.672074e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 23184 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 113379 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 131182 members 
Mstep: Class 16 contains 12771 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10528 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 30869 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8517 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720832.000000 Penalty: 114959.039062
Iteration 139Q: 36 clusters Score -8.672083e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 105938 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 23160 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 113387 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23167 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 131191 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10530 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7259 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30874 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8517 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720832.000000 Penalty: 114959.039062
Iteration 140F: 36 clusters Score -8.672083e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 34722 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 23145 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113407 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 131189 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30882 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8518 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720960.000000 Penalty: 114959.039062
Iteration 141Q: 36 clusters Score -8.672096e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 23128 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113424 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 131193 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 325 members 
Mstep: Class 18 contains 10534 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7262 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30889 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8517 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720952.000000 Penalty: 114959.039062
Iteration 142Q: 36 clusters Score -8.672095e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 34725 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 23120 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113438 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 131188 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 324 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2584 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7262 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30895 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8518 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720976.000000 Penalty: 114959.039062
Iteration 143Q: 36 clusters Score -8.672098e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105895 members 
Mstep: Class 2 contains 34723 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 23112 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113454 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5953 members 
Mstep: Class 15 contains 131182 members 
Mstep: Class 16 contains 12774 members 
Mstep: Class 17 contains 322 members 
Mstep: Class 18 contains 10538 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7262 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30901 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8518 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 918 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721048.000000 Penalty: 114959.039062
Iteration 144Q: 36 clusters Score -8.672105e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 23107 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113464 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 131185 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 18 contains 10538 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30909 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8519 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721056.000000 Penalty: 114959.039062
Iteration 145Q: 36 clusters Score -8.672106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1792 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 23094 members 
Mstep: Class 8 contains 8847 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113470 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 5952 members 
Mstep: Class 15 contains 131186 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 320 members 
Mstep: Class 18 contains 10538 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7262 members 
Mstep: Class 24 contains 3412 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30915 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8523 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721000.000000 Penalty: 114959.039062
Iteration 146Q: 36 clusters Score -8.6721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 34719 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 23088 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113473 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131195 members 
Mstep: Class 16 contains 12776 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 18 contains 10538 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30916 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8526 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721112.000000 Penalty: 114959.039062
Iteration 147Q: 36 clusters Score -8.672111e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105861 members 
Mstep: Class 2 contains 34719 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 23079 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113481 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 298 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 131199 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 318 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7261 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30916 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721072.000000 Penalty: 114959.039062
Iteration 148Q: 36 clusters Score -8.672107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 34718 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 23075 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113479 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131211 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7259 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30918 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721128.000000 Penalty: 114959.039062
Iteration 149Q: 36 clusters Score -8.672113e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105850 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5314 members 
Mstep: Class 7 contains 23074 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113481 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 131219 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7256 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30921 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721104.000000 Penalty: 114959.039062
Iteration 150Q: 36 clusters Score -8.67211e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 23067 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113486 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 131229 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10537 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30921 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721104.000000 Penalty: 114959.039062
Iteration 151Q: 36 clusters Score -8.67211e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105847 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5312 members 
Mstep: Class 7 contains 23060 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 113485 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 131236 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10538 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30923 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721136.000000 Penalty: 114959.039062
Iteration 152Q: 36 clusters Score -8.672114e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5311 members 
Mstep: Class 7 contains 23046 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113485 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 131244 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10540 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3726 members 
Mstep: Class 26 contains 30927 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721096.000000 Penalty: 114959.039062
Iteration 153Q: 36 clusters Score -8.67211e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105843 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 23034 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113481 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131254 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10541 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30935 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721096.000000 Penalty: 114959.039062
Iteration 154Q: 36 clusters Score -8.67211e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105830 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 23020 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113487 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23163 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131261 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12801 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30943 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8528 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721048.000000 Penalty: 114959.039062
Iteration 155Q: 36 clusters Score -8.672105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 23001 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113496 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23163 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131266 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30950 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8529 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720960.000000 Penalty: 114959.039062
Iteration 156Q: 36 clusters Score -8.672096e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105821 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 22985 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113491 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23163 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131279 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30955 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8530 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721032.000000 Penalty: 114959.039062
Iteration 157Q: 36 clusters Score -8.672103e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 22971 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113497 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131275 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7254 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30963 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8532 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720960.000000 Penalty: 114959.039062
Iteration 158Q: 36 clusters Score -8.672096e+07 nChanged 48
Entering ConstructFrom: 
Score: -86720960.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (105823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105823 members 
Entering Unmasked Estep 
Score: -16692064.000000 Penalty: 2869.241699
	Iteration 0F: 2 clusters Score -1.669206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -16624879.000000 Penalty: 5738.483398
	Iteration 0F: 3 clusters Score -1.662488e+07 nChanged 50035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50628 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -16653422.000000 Penalty: 5738.483398
	Iteration 1F: 3 clusters Score -1.665342e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -16654564.000000 Penalty: 5738.483398
	Iteration 2Q: 3 clusters Score -1.665456e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -16655932.000000 Penalty: 5738.483398
	Iteration 3Q: 3 clusters Score -1.665593e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -16658111.000000 Penalty: 5738.483398
	Iteration 4Q: 3 clusters Score -1.665811e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -16661302.000000 Penalty: 5738.483398
	Iteration 5F: 3 clusters Score -1.66613e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -16666397.000000 Penalty: 5738.483398
	Iteration 6F: 3 clusters Score -1.66664e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -16673324.000000 Penalty: 5738.483398
	Iteration 7F: 3 clusters Score -1.667332e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -16680341.000000 Penalty: 5738.483398
	Iteration 8F: 3 clusters Score -1.668034e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 94340 members 
Entering Unmasked Estep 
Score: -16685806.000000 Penalty: 5738.483398
	Iteration 9F: 3 clusters Score -1.668581e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 97509 members 
Entering Unmasked Estep 
Score: -16688482.000000 Penalty: 5738.483398
	Iteration 10Q: 3 clusters Score -1.668848e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -16689647.000000 Penalty: 5738.483398
	Iteration 11Q: 3 clusters Score -1.668965e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 100400 members 
Entering Unmasked Estep 
Score: -16690138.000000 Penalty: 5738.483398
	Iteration 12Q: 3 clusters Score -1.669014e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -16690314.000000 Penalty: 5738.483398
	Iteration 13Q: 3 clusters Score -1.669031e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 101877 members 
Entering Unmasked Estep 
Score: -16690402.000000 Penalty: 5738.483398
	Iteration 14Q: 3 clusters Score -1.66904e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -16690421.000000 Penalty: 5738.483398
	Iteration 15Q: 3 clusters Score -1.669042e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -16690409.000000 Penalty: 5738.483398
	Iteration 16Q: 3 clusters Score -1.669041e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -16690384.000000 Penalty: 5738.483398
	Iteration 17Q: 3 clusters Score -1.669038e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -16690374.000000 Penalty: 5738.483398
	Iteration 18Q: 3 clusters Score -1.669037e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -16690375.000000 Penalty: 5738.483398
	Iteration 19Q: 3 clusters Score -1.669038e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 103712 members 
Entering Unmasked Estep 
Score: -16690364.000000 Penalty: 5738.483398
	Iteration 20F: 3 clusters Score -1.669036e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 103862 members 
Entering Unmasked Estep 
Score: -16690347.000000 Penalty: 5738.483398
	Iteration 21Q: 3 clusters Score -1.669035e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -16690312.000000 Penalty: 5738.483398
	Iteration 22Q: 3 clusters Score -1.669031e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 104084 members 
Entering Unmasked Estep 
Score: -16690296.000000 Penalty: 5738.483398
	Iteration 23Q: 3 clusters Score -1.66903e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -16690248.000000 Penalty: 5738.483398
	Iteration 24Q: 3 clusters Score -1.669025e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -16690252.000000 Penalty: 5738.483398
	Iteration 25Q: 3 clusters Score -1.669025e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -16690263.000000 Penalty: 5738.483398
	Iteration 26Q: 3 clusters Score -1.669026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 104354 members 
Entering Unmasked Estep 
Score: -16690268.000000 Penalty: 5738.483398
	Iteration 27Q: 3 clusters Score -1.669027e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 104407 members 
Entering Unmasked Estep 
Score: -16690274.000000 Penalty: 5738.483398
	Iteration 28Q: 3 clusters Score -1.669027e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 104448 members 
Entering Unmasked Estep 
Score: -16690265.000000 Penalty: 5738.483398
	Iteration 29Q: 3 clusters Score -1.669026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 104475 members 
Entering Unmasked Estep 
Score: -16690237.000000 Penalty: 5738.483398
	Iteration 30Q: 3 clusters Score -1.669024e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -16690250.000000 Penalty: 5738.483398
	Iteration 31Q: 3 clusters Score -1.669025e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 104519 members 
Entering Unmasked Estep 
Score: -16690242.000000 Penalty: 5738.483398
	Iteration 32Q: 3 clusters Score -1.669024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 104538 members 
Entering Unmasked Estep 
Score: -16690256.000000 Penalty: 5738.483398
	Iteration 33Q: 3 clusters Score -1.669026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -16690245.000000 Penalty: 5738.483398
	Iteration 34Q: 3 clusters Score -1.669024e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 104563 members 
Entering Unmasked Estep 
Score: -16690250.000000 Penalty: 5738.483398
	Iteration 35Q: 3 clusters Score -1.669025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 104570 members 
Entering Unmasked Estep 
Score: -16690250.000000 Penalty: 5738.483398
	Iteration 36Q: 3 clusters Score -1.669025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -16690249.000000 Penalty: 5738.483398
	Iteration 37Q: 3 clusters Score -1.669025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 104584 members 
Entering Unmasked Estep 
Score: -16690247.000000 Penalty: 5738.483398
	Iteration 38Q: 3 clusters Score -1.669025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -16690250.000000 Penalty: 5738.483398
	Iteration 39Q: 3 clusters Score -1.669025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -16690248.000000 Penalty: 5738.483398
	Iteration 40F: 3 clusters Score -1.669025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -16690243.000000 Penalty: 5738.483398
	Iteration 41Q: 3 clusters Score -1.669024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 104599 members 
Entering Unmasked Estep 
Score: -16690242.000000 Penalty: 5738.483398
	Iteration 42Q: 3 clusters Score -1.669024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -16690237.000000 Penalty: 5738.483398
	Iteration 43Q: 3 clusters Score -1.669024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -16690252.000000 Penalty: 5738.483398
	Iteration 44Q: 3 clusters Score -1.669025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 104610 members 
Entering Unmasked Estep 
Score: -16690253.000000 Penalty: 5738.483398
	Iteration 45Q: 3 clusters Score -1.669025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
Score: -16690253.000000 Penalty: 5738.483398
	Iteration 46Q: 3 clusters Score -1.669025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -16690252.000000 Penalty: 5738.483398
	Iteration 47Q: 3 clusters Score -1.669025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 104613 members 
Entering Unmasked Estep 
Score: -16690252.000000 Penalty: 5738.483398
	Iteration 48F: 3 clusters Score -1.669025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Entering Unmasked Estep 
Score: -5380047.500000 Penalty: 2592.822021
	Iteration 0F: 2 clusters Score -5380048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -5356233.500000 Penalty: 5185.644043
	Iteration 0F: 3 clusters Score -5356234 nChanged 15805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5364838.000000 Penalty: 5185.644043
	Iteration 1F: 3 clusters Score -5364838 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -5365399.000000 Penalty: 5185.644043
	Iteration 2Q: 3 clusters Score -5365399 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -5365993.500000 Penalty: 5185.644043
	Iteration 3Q: 3 clusters Score -5365994 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5366666.000000 Penalty: 5185.644043
	Iteration 4Q: 3 clusters Score -5366666 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -5367513.000000 Penalty: 5185.644043
	Iteration 5Q: 3 clusters Score -5367513 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -5368766.500000 Penalty: 5185.644043
	Iteration 6F: 3 clusters Score -5368766 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5370517.500000 Penalty: 5185.644043
	Iteration 7F: 3 clusters Score -5370518 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5372710.000000 Penalty: 5185.644043
	Iteration 8F: 3 clusters Score -5372710 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -5374787.000000 Penalty: 5185.644043
	Iteration 9F: 3 clusters Score -5374787 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -5376224.000000 Penalty: 5185.644043
	Iteration 10Q: 3 clusters Score -5376224 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -5377023.000000 Penalty: 5185.644043
	Iteration 11Q: 3 clusters Score -5377023 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -5377409.000000 Penalty: 5185.644043
	Iteration 12Q: 3 clusters Score -5377409 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -5377596.000000 Penalty: 5185.644043
	Iteration 13Q: 3 clusters Score -5377596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -5377685.000000 Penalty: 5185.644043
	Iteration 14Q: 3 clusters Score -5377685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -5377727.000000 Penalty: 5185.644043
	Iteration 15Q: 3 clusters Score -5377727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -5377775.000000 Penalty: 5185.644043
	Iteration 16Q: 3 clusters Score -5377775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -5377795.000000 Penalty: 5185.644043
	Iteration 17Q: 3 clusters Score -5377795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -5377809.000000 Penalty: 5185.644043
	Iteration 18Q: 3 clusters Score -5377809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5377817.500000 Penalty: 5185.644043
	Iteration 19Q: 3 clusters Score -5377818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -5377814.000000 Penalty: 5185.644043
	Iteration 20F: 3 clusters Score -5377814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -5377826.000000 Penalty: 5185.644043
	Iteration 21Q: 3 clusters Score -5377826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -5377827.500000 Penalty: 5185.644043
	Iteration 22Q: 3 clusters Score -5377828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -5377836.000000 Penalty: 5185.644043
	Iteration 23Q: 3 clusters Score -5377836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -5377845.000000 Penalty: 5185.644043
	Iteration 24Q: 3 clusters Score -5377845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -5377840.500000 Penalty: 5185.644043
	Iteration 25Q: 3 clusters Score -5377840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -5377841.500000 Penalty: 5185.644043
	Iteration 26Q: 3 clusters Score -5377842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5377842.500000 Penalty: 5185.644043
	Iteration 27Q: 3 clusters Score -5377842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5377842.500000 Penalty: 5185.644043
	Iteration 28F: 3 clusters Score -5377842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -247535.906250 Penalty: 1853.180176
	Iteration 0F: 2 clusters Score -247535.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -245201.984375 Penalty: 3706.360352
	Iteration 0F: 3 clusters Score -245202 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -245852.406250 Penalty: 3706.360352
	Iteration 1F: 3 clusters Score -245852.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -246218.781250 Penalty: 3706.360352
	Iteration 2F: 3 clusters Score -246218.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -246510.375000 Penalty: 3706.360352
	Iteration 3F: 3 clusters Score -246510.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -246732.265625 Penalty: 3706.360352
	Iteration 4F: 3 clusters Score -246732.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -246874.187500 Penalty: 3706.360352
	Iteration 5F: 3 clusters Score -246874.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -246968.546875 Penalty: 3706.360352
	Iteration 6Q: 3 clusters Score -246968.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -247026.718750 Penalty: 3706.360352
	Iteration 7Q: 3 clusters Score -247026.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -247075.562500 Penalty: 3706.360352
	Iteration 8Q: 3 clusters Score -247075.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -247113.203125 Penalty: 3706.360352
	Iteration 9Q: 3 clusters Score -247113.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -247144.015625 Penalty: 3706.360352
	Iteration 10Q: 3 clusters Score -247144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -247171.343750 Penalty: 3706.360352
	Iteration 11Q: 3 clusters Score -247171.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -247199.515625 Penalty: 3706.360352
	Iteration 12Q: 3 clusters Score -247199.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -247211.000000 Penalty: 3706.360352
	Iteration 13Q: 3 clusters Score -247211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -247216.093750 Penalty: 3706.360352
	Iteration 14Q: 3 clusters Score -247216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -247217.078125 Penalty: 3706.360352
	Iteration 15Q: 3 clusters Score -247217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -247221.218750 Penalty: 3706.360352
	Iteration 16F: 3 clusters Score -247221.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -247234.671875 Penalty: 3706.360352
	Iteration 17Q: 3 clusters Score -247234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -247239.781250 Penalty: 3706.360352
	Iteration 18Q: 3 clusters Score -247239.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -247241.906250 Penalty: 3706.360352
	Iteration 19Q: 3 clusters Score -247241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -247244.265625 Penalty: 3706.360352
	Iteration 20F: 3 clusters Score -247244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -247245.281250 Penalty: 3706.360352
	Iteration 21Q: 3 clusters Score -247245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -247246.656250 Penalty: 3706.360352
	Iteration 22Q: 3 clusters Score -247246.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -247246.656250 Penalty: 3706.360352
	Iteration 23F: 3 clusters Score -247246.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -255186.234375 Penalty: 1857.928101
	Iteration 0F: 2 clusters Score -255186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -252738.359375 Penalty: 3715.856201
	Iteration 0F: 3 clusters Score -252738.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -253245.562500 Penalty: 3715.856201
	Iteration 1F: 3 clusters Score -253245.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -253468.171875 Penalty: 3715.856201
	Iteration 2F: 3 clusters Score -253468.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -253639.812500 Penalty: 3715.856201
	Iteration 3F: 3 clusters Score -253639.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -253809.687500 Penalty: 3715.856201
	Iteration 4F: 3 clusters Score -253809.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -254016.625000 Penalty: 3715.856201
	Iteration 5Q: 3 clusters Score -254016.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -254234.296875 Penalty: 3715.856201
	Iteration 6F: 3 clusters Score -254234.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -254427.703125 Penalty: 3715.856201
	Iteration 7F: 3 clusters Score -254427.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -254537.750000 Penalty: 3715.856201
	Iteration 8Q: 3 clusters Score -254537.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -254596.328125 Penalty: 3715.856201
	Iteration 9Q: 3 clusters Score -254596.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -254655.609375 Penalty: 3715.856201
	Iteration 10Q: 3 clusters Score -254655.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -254716.609375 Penalty: 3715.856201
	Iteration 11Q: 3 clusters Score -254716.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -254762.390625 Penalty: 3715.856201
	Iteration 12Q: 3 clusters Score -254762.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -254821.593750 Penalty: 3715.856201
	Iteration 13Q: 3 clusters Score -254821.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -254873.562500 Penalty: 3715.856201
	Iteration 14Q: 3 clusters Score -254873.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -254915.781250 Penalty: 3715.856201
	Iteration 15Q: 3 clusters Score -254915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -254925.156250 Penalty: 3715.856201
	Iteration 16Q: 3 clusters Score -254925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -254929.828125 Penalty: 3715.856201
	Iteration 17Q: 3 clusters Score -254929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -254930.359375 Penalty: 3715.856201
	Iteration 18Q: 3 clusters Score -254930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -254930.359375 Penalty: 3715.856201
	Iteration 19F: 3 clusters Score -254930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -71524.445312 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -71524.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70003.609375 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -70003.61 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70168.109375 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -70168.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70218.304688 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -70218.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70254.093750 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -70254.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70267.859375 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -70267.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70280.164062 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -70280.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70284.351562 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -70284.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70286.414062 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -70286.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70293.218750 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -70293.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70303.437500 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -70303.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70310.062500 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -70310.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70336.546875 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -70336.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70360.273438 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -70360.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70381.703125 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -70381.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70390.046875 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -70390.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70401.156250 Penalty: 3089.341309
	Iteration 15Q: 3 clusters Score -70401.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70406.984375 Penalty: 3089.341309
	Iteration 16Q: 3 clusters Score -70406.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -70415.335938 Penalty: 3089.341309
	Iteration 17Q: 3 clusters Score -70415.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70431.726562 Penalty: 3089.341309
	Iteration 18Q: 3 clusters Score -70431.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70443.937500 Penalty: 3089.341309
	Iteration 19Q: 3 clusters Score -70443.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70450.851562 Penalty: 3089.341309
	Iteration 20F: 3 clusters Score -70450.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -70467.703125 Penalty: 3089.341309
	Iteration 21Q: 3 clusters Score -70467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70476.000000 Penalty: 3089.341309
	Iteration 22Q: 3 clusters Score -70476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70490.109375 Penalty: 3089.341309
	Iteration 23Q: 3 clusters Score -70490.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70520.101562 Penalty: 3089.341309
	Iteration 24Q: 3 clusters Score -70520.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70573.000000 Penalty: 3089.341309
	Iteration 25Q: 3 clusters Score -70573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70622.414062 Penalty: 3089.341309
	Iteration 26Q: 3 clusters Score -70622.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70675.125000 Penalty: 3089.341309
	Iteration 27Q: 3 clusters Score -70675.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70707.882812 Penalty: 3089.341309
	Iteration 28Q: 3 clusters Score -70707.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70736.601562 Penalty: 3089.341309
	Iteration 29Q: 3 clusters Score -70736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70748.312500 Penalty: 3089.341309
	Iteration 30Q: 3 clusters Score -70748.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70752.320312 Penalty: 3089.341309
	Iteration 31Q: 3 clusters Score -70752.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70752.320312 Penalty: 3089.341309
	Iteration 32F: 3 clusters Score -70752.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Entering Unmasked Estep 
Score: -809894.250000 Penalty: 2127.135498
	Iteration 0F: 2 clusters Score -809894.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -805159.000000 Penalty: 4254.270996
	Iteration 0F: 3 clusters Score -805159 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -806378.875000 Penalty: 4254.270996
	Iteration 1F: 3 clusters Score -806378.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -806665.500000 Penalty: 4254.270996
	Iteration 2F: 3 clusters Score -806665.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -806878.375000 Penalty: 4254.270996
	Iteration 3F: 3 clusters Score -806878.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -807081.750000 Penalty: 4254.270996
	Iteration 4F: 3 clusters Score -807081.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -807230.375000 Penalty: 4254.270996
	Iteration 5Q: 3 clusters Score -807230.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -807361.812500 Penalty: 4254.270996
	Iteration 6Q: 3 clusters Score -807361.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -807488.125000 Penalty: 4254.270996
	Iteration 7Q: 3 clusters Score -807488.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -807596.875000 Penalty: 4254.270996
	Iteration 8Q: 3 clusters Score -807596.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -807684.812500 Penalty: 4254.270996
	Iteration 9Q: 3 clusters Score -807684.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -807764.625000 Penalty: 4254.270996
	Iteration 10Q: 3 clusters Score -807764.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -807827.562500 Penalty: 4254.270996
	Iteration 11Q: 3 clusters Score -807827.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -807880.937500 Penalty: 4254.270996
	Iteration 12Q: 3 clusters Score -807880.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -807925.562500 Penalty: 4254.270996
	Iteration 13Q: 3 clusters Score -807925.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -807968.750000 Penalty: 4254.270996
	Iteration 14Q: 3 clusters Score -807968.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -807997.000000 Penalty: 4254.270996
	Iteration 15Q: 3 clusters Score -807997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -808016.750000 Penalty: 4254.270996
	Iteration 16Q: 3 clusters Score -808016.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -808035.187500 Penalty: 4254.270996
	Iteration 17Q: 3 clusters Score -808035.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -808057.687500 Penalty: 4254.270996
	Iteration 18Q: 3 clusters Score -808057.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -808081.187500 Penalty: 4254.270996
	Iteration 19Q: 3 clusters Score -808081.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -808099.000000 Penalty: 4254.270996
	Iteration 20F: 3 clusters Score -808099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -808110.312500 Penalty: 4254.270996
	Iteration 21Q: 3 clusters Score -808110.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -808122.312500 Penalty: 4254.270996
	Iteration 22Q: 3 clusters Score -808122.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -808136.000000 Penalty: 4254.270996
	Iteration 23Q: 3 clusters Score -808136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -808150.937500 Penalty: 4254.270996
	Iteration 24Q: 3 clusters Score -808150.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -808157.000000 Penalty: 4254.270996
	Iteration 25Q: 3 clusters Score -808157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -808161.375000 Penalty: 4254.270996
	Iteration 26Q: 3 clusters Score -808161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -808164.375000 Penalty: 4254.270996
	Iteration 27Q: 3 clusters Score -808164.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -808165.375000 Penalty: 4254.270996
	Iteration 28Q: 3 clusters Score -808165.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -808168.750000 Penalty: 4254.270996
	Iteration 29Q: 3 clusters Score -808168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -808170.250000 Penalty: 4254.270996
	Iteration 30Q: 3 clusters Score -808170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -808170.625000 Penalty: 4254.270996
	Iteration 31Q: 3 clusters Score -808170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -808171.187500 Penalty: 4254.270996
	Iteration 32Q: 3 clusters Score -808171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -808171.187500 Penalty: 4254.270996
	Iteration 33F: 3 clusters Score -808171.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Entering Unmasked Estep 
Score: -3611574.000000 Penalty: 2490.315674
	Iteration 0F: 2 clusters Score -3611574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3595584.500000 Penalty: 4980.631348
	Iteration 0F: 3 clusters Score -3595584 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -3601088.750000 Penalty: 4980.631348
	Iteration 1F: 3 clusters Score -3601089 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3601468.000000 Penalty: 4980.631348
	Iteration 2Q: 3 clusters Score -3601468 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3601773.500000 Penalty: 4980.631348
	Iteration 3Q: 3 clusters Score -3601774 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3602008.250000 Penalty: 4980.631348
	Iteration 4Q: 3 clusters Score -3602008 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3602234.750000 Penalty: 4980.631348
	Iteration 5Q: 3 clusters Score -3602235 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3602503.500000 Penalty: 4980.631348
	Iteration 6Q: 3 clusters Score -3602504 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3602791.000000 Penalty: 4980.631348
	Iteration 7Q: 3 clusters Score -3602791 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3603159.000000 Penalty: 4980.631348
	Iteration 8Q: 3 clusters Score -3603159 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3603728.250000 Penalty: 4980.631348
	Iteration 9Q: 3 clusters Score -3603728 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3604480.500000 Penalty: 4980.631348
	Iteration 10Q: 3 clusters Score -3604480 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3605289.500000 Penalty: 4980.631348
	Iteration 11F: 3 clusters Score -3605290 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3606154.000000 Penalty: 4980.631348
	Iteration 12F: 3 clusters Score -3606154 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3607019.500000 Penalty: 4980.631348
	Iteration 13Q: 3 clusters Score -3607020 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3607722.750000 Penalty: 4980.631348
	Iteration 14Q: 3 clusters Score -3607723 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3608266.750000 Penalty: 4980.631348
	Iteration 15Q: 3 clusters Score -3608267 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3608656.250000 Penalty: 4980.631348
	Iteration 16Q: 3 clusters Score -3608656 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3608928.250000 Penalty: 4980.631348
	Iteration 17Q: 3 clusters Score -3608928 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3609141.000000 Penalty: 4980.631348
	Iteration 18Q: 3 clusters Score -3609141 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3609288.000000 Penalty: 4980.631348
	Iteration 19Q: 3 clusters Score -3609288 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3609388.250000 Penalty: 4980.631348
	Iteration 20F: 3 clusters Score -3609388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3609482.500000 Penalty: 4980.631348
	Iteration 21Q: 3 clusters Score -3609482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3609521.000000 Penalty: 4980.631348
	Iteration 22Q: 3 clusters Score -3609521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3609553.750000 Penalty: 4980.631348
	Iteration 23Q: 3 clusters Score -3609554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3609577.750000 Penalty: 4980.631348
	Iteration 24Q: 3 clusters Score -3609578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3609602.250000 Penalty: 4980.631348
	Iteration 25Q: 3 clusters Score -3609602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3609615.500000 Penalty: 4980.631348
	Iteration 26Q: 3 clusters Score -3609616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -3609633.750000 Penalty: 4980.631348
	Iteration 27Q: 3 clusters Score -3609634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3609640.500000 Penalty: 4980.631348
	Iteration 28Q: 3 clusters Score -3609640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3609642.250000 Penalty: 4980.631348
	Iteration 29Q: 3 clusters Score -3609642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3609644.250000 Penalty: 4980.631348
	Iteration 30Q: 3 clusters Score -3609644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3609648.250000 Penalty: 4980.631348
	Iteration 31Q: 3 clusters Score -3609648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3609657.750000 Penalty: 4980.631348
	Iteration 32Q: 3 clusters Score -3609658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3609659.750000 Penalty: 4980.631348
	Iteration 33Q: 3 clusters Score -3609660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3609659.750000 Penalty: 4980.631348
	Iteration 34Q: 3 clusters Score -3609660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3609657.750000 Penalty: 4980.631348
	Iteration 35Q: 3 clusters Score -3609658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3609661.750000 Penalty: 4980.631348
	Iteration 36Q: 3 clusters Score -3609662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3609658.250000 Penalty: 4980.631348
	Iteration 37Q: 3 clusters Score -3609658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3609661.750000 Penalty: 4980.631348
	Iteration 38Q: 3 clusters Score -3609662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3609660.500000 Penalty: 4980.631348
	Iteration 39Q: 3 clusters Score -3609660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3609661.000000 Penalty: 4980.631348
	Iteration 40F: 3 clusters Score -3609661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3609662.500000 Penalty: 4980.631348
	Iteration 41Q: 3 clusters Score -3609662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -3609662.500000 Penalty: 4980.631348
	Iteration 42F: 3 clusters Score -3609662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Entering Unmasked Estep 
Score: -1325283.250000 Penalty: 2253.810791
	Iteration 0F: 2 clusters Score -1325283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1318371.750000 Penalty: 4507.621582
	Iteration 0F: 3 clusters Score -1318372 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1320276.125000 Penalty: 4507.621582
	Iteration 1F: 3 clusters Score -1320276 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1320612.500000 Penalty: 4507.621582
	Iteration 2F: 3 clusters Score -1320612 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1320892.500000 Penalty: 4507.621582
	Iteration 3F: 3 clusters Score -1320892 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1321205.000000 Penalty: 4507.621582
	Iteration 4F: 3 clusters Score -1321205 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1321554.625000 Penalty: 4507.621582
	Iteration 5F: 3 clusters Score -1321555 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1321880.000000 Penalty: 4507.621582
	Iteration 6F: 3 clusters Score -1321880 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1322147.125000 Penalty: 4507.621582
	Iteration 7Q: 3 clusters Score -1322147 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1322358.875000 Penalty: 4507.621582
	Iteration 8Q: 3 clusters Score -1322359 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1322520.250000 Penalty: 4507.621582
	Iteration 9Q: 3 clusters Score -1322520 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1322661.875000 Penalty: 4507.621582
	Iteration 10Q: 3 clusters Score -1322662 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1322768.625000 Penalty: 4507.621582
	Iteration 11Q: 3 clusters Score -1322769 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1322843.000000 Penalty: 4507.621582
	Iteration 12Q: 3 clusters Score -1322843 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1322911.625000 Penalty: 4507.621582
	Iteration 13Q: 3 clusters Score -1322912 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1322960.000000 Penalty: 4507.621582
	Iteration 14Q: 3 clusters Score -1322960 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1323007.375000 Penalty: 4507.621582
	Iteration 15Q: 3 clusters Score -1323007 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1323038.750000 Penalty: 4507.621582
	Iteration 16Q: 3 clusters Score -1323039 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1323072.375000 Penalty: 4507.621582
	Iteration 17Q: 3 clusters Score -1323072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1323102.875000 Penalty: 4507.621582
	Iteration 18Q: 3 clusters Score -1323103 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1323136.625000 Penalty: 4507.621582
	Iteration 19Q: 3 clusters Score -1323137 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1323163.125000 Penalty: 4507.621582
	Iteration 20F: 3 clusters Score -1323163 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1323189.250000 Penalty: 4507.621582
	Iteration 21Q: 3 clusters Score -1323189 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1323212.375000 Penalty: 4507.621582
	Iteration 22Q: 3 clusters Score -1323212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1323228.875000 Penalty: 4507.621582
	Iteration 23Q: 3 clusters Score -1323229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1323247.875000 Penalty: 4507.621582
	Iteration 24Q: 3 clusters Score -1323248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1323268.625000 Penalty: 4507.621582
	Iteration 25Q: 3 clusters Score -1323269 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1323299.000000 Penalty: 4507.621582
	Iteration 26Q: 3 clusters Score -1323299 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1323326.750000 Penalty: 4507.621582
	Iteration 27Q: 3 clusters Score -1323327 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1323356.250000 Penalty: 4507.621582
	Iteration 28Q: 3 clusters Score -1323356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1323390.625000 Penalty: 4507.621582
	Iteration 29Q: 3 clusters Score -1323391 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1323418.625000 Penalty: 4507.621582
	Iteration 30Q: 3 clusters Score -1323419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1323432.375000 Penalty: 4507.621582
	Iteration 31Q: 3 clusters Score -1323432 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1323454.500000 Penalty: 4507.621582
	Iteration 32Q: 3 clusters Score -1323454 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1323476.375000 Penalty: 4507.621582
	Iteration 33Q: 3 clusters Score -1323476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1323497.000000 Penalty: 4507.621582
	Iteration 34Q: 3 clusters Score -1323497 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1323514.250000 Penalty: 4507.621582
	Iteration 35Q: 3 clusters Score -1323514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1323531.750000 Penalty: 4507.621582
	Iteration 36Q: 3 clusters Score -1323532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1323540.875000 Penalty: 4507.621582
	Iteration 37Q: 3 clusters Score -1323541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1323552.500000 Penalty: 4507.621582
	Iteration 38Q: 3 clusters Score -1323552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1323556.125000 Penalty: 4507.621582
	Iteration 39Q: 3 clusters Score -1323556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1323565.625000 Penalty: 4507.621582
	Iteration 40F: 3 clusters Score -1323566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1323569.500000 Penalty: 4507.621582
	Iteration 41Q: 3 clusters Score -1323570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1323569.750000 Penalty: 4507.621582
	Iteration 42Q: 3 clusters Score -1323570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1323573.625000 Penalty: 4507.621582
	Iteration 43Q: 3 clusters Score -1323574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1323579.875000 Penalty: 4507.621582
	Iteration 44Q: 3 clusters Score -1323580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1323588.375000 Penalty: 4507.621582
	Iteration 45Q: 3 clusters Score -1323588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1323596.125000 Penalty: 4507.621582
	Iteration 46Q: 3 clusters Score -1323596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1323604.250000 Penalty: 4507.621582
	Iteration 47Q: 3 clusters Score -1323604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1323610.250000 Penalty: 4507.621582
	Iteration 48Q: 3 clusters Score -1323610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1323614.250000 Penalty: 4507.621582
	Iteration 49Q: 3 clusters Score -1323614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1323616.750000 Penalty: 4507.621582
	Iteration 50Q: 3 clusters Score -1323617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1323623.500000 Penalty: 4507.621582
	Iteration 51Q: 3 clusters Score -1323624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1323626.875000 Penalty: 4507.621582
	Iteration 52Q: 3 clusters Score -1323627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1323628.375000 Penalty: 4507.621582
	Iteration 53Q: 3 clusters Score -1323628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1323628.375000 Penalty: 4507.621582
	Iteration 54Q: 3 clusters Score -1323628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1323631.750000 Penalty: 4507.621582
	Iteration 55Q: 3 clusters Score -1323632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1323636.375000 Penalty: 4507.621582
	Iteration 56Q: 3 clusters Score -1323636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1323634.750000 Penalty: 4507.621582
	Iteration 57Q: 3 clusters Score -1323635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1323637.500000 Penalty: 4507.621582
	Iteration 58Q: 3 clusters Score -1323638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1323637.375000 Penalty: 4507.621582
	Iteration 59Q: 3 clusters Score -1323637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1323639.875000 Penalty: 4507.621582
	Iteration 60F: 3 clusters Score -1323640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1323642.750000 Penalty: 4507.621582
	Iteration 61Q: 3 clusters Score -1323643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1323642.750000 Penalty: 4507.621582
	Iteration 62Q: 3 clusters Score -1323643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1323643.875000 Penalty: 4507.621582
	Iteration 63Q: 3 clusters Score -1323644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1323646.750000 Penalty: 4507.621582
	Iteration 64Q: 3 clusters Score -1323647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1323646.750000 Penalty: 4507.621582
	Iteration 65F: 3 clusters Score -1323647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Entering Unmasked Estep 
Score: -565819.562500 Penalty: 2048.409912
	Iteration 0F: 2 clusters Score -565819.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -562052.875000 Penalty: 4096.819824
	Iteration 0F: 3 clusters Score -562052.9 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -562864.812500 Penalty: 4096.819824
	Iteration 1F: 3 clusters Score -562864.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -563061.437500 Penalty: 4096.819824
	Iteration 2F: 3 clusters Score -563061.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -563190.562500 Penalty: 4096.819824
	Iteration 3F: 3 clusters Score -563190.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -563285.875000 Penalty: 4096.819824
	Iteration 4Q: 3 clusters Score -563285.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -563368.687500 Penalty: 4096.819824
	Iteration 5Q: 3 clusters Score -563368.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -563428.562500 Penalty: 4096.819824
	Iteration 6Q: 3 clusters Score -563428.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -563483.250000 Penalty: 4096.819824
	Iteration 7Q: 3 clusters Score -563483.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -563517.875000 Penalty: 4096.819824
	Iteration 8Q: 3 clusters Score -563517.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -563545.750000 Penalty: 4096.819824
	Iteration 9Q: 3 clusters Score -563545.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -563578.687500 Penalty: 4096.819824
	Iteration 10Q: 3 clusters Score -563578.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -563618.062500 Penalty: 4096.819824
	Iteration 11Q: 3 clusters Score -563618.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -563652.812500 Penalty: 4096.819824
	Iteration 12Q: 3 clusters Score -563652.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -563685.687500 Penalty: 4096.819824
	Iteration 13Q: 3 clusters Score -563685.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -563717.937500 Penalty: 4096.819824
	Iteration 14Q: 3 clusters Score -563717.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -563753.500000 Penalty: 4096.819824
	Iteration 15Q: 3 clusters Score -563753.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -563784.312500 Penalty: 4096.819824
	Iteration 16Q: 3 clusters Score -563784.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -563820.375000 Penalty: 4096.819824
	Iteration 17Q: 3 clusters Score -563820.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -563856.187500 Penalty: 4096.819824
	Iteration 18Q: 3 clusters Score -563856.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -563882.312500 Penalty: 4096.819824
	Iteration 19Q: 3 clusters Score -563882.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -563902.500000 Penalty: 4096.819824
	Iteration 20F: 3 clusters Score -563902.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -563925.062500 Penalty: 4096.819824
	Iteration 21Q: 3 clusters Score -563925.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -563942.375000 Penalty: 4096.819824
	Iteration 22Q: 3 clusters Score -563942.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -563964.500000 Penalty: 4096.819824
	Iteration 23Q: 3 clusters Score -563964.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -563978.375000 Penalty: 4096.819824
	Iteration 24Q: 3 clusters Score -563978.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -563991.125000 Penalty: 4096.819824
	Iteration 25Q: 3 clusters Score -563991.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -564000.125000 Penalty: 4096.819824
	Iteration 26Q: 3 clusters Score -564000.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -564010.687500 Penalty: 4096.819824
	Iteration 27Q: 3 clusters Score -564010.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -564020.312500 Penalty: 4096.819824
	Iteration 28Q: 3 clusters Score -564020.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -564025.812500 Penalty: 4096.819824
	Iteration 29Q: 3 clusters Score -564025.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -564033.812500 Penalty: 4096.819824
	Iteration 30Q: 3 clusters Score -564033.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -564037.375000 Penalty: 4096.819824
	Iteration 31Q: 3 clusters Score -564037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -564040.562500 Penalty: 4096.819824
	Iteration 32Q: 3 clusters Score -564040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -564042.875000 Penalty: 4096.819824
	Iteration 33Q: 3 clusters Score -564042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -564044.812500 Penalty: 4096.819824
	Iteration 34Q: 3 clusters Score -564044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -564045.437500 Penalty: 4096.819824
	Iteration 35Q: 3 clusters Score -564045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -564047.062500 Penalty: 4096.819824
	Iteration 36Q: 3 clusters Score -564047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -564047.625000 Penalty: 4096.819824
	Iteration 37Q: 3 clusters Score -564047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -564046.812500 Penalty: 4096.819824
	Iteration 38Q: 3 clusters Score -564046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -564047.187500 Penalty: 4096.819824
	Iteration 39Q: 3 clusters Score -564047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -564047.375000 Penalty: 4096.819824
	Iteration 40F: 3 clusters Score -564047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (113502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Entering Unmasked Estep 
Score: -17908478.000000 Penalty: 2886.614746
	Iteration 0F: 2 clusters Score -1.790848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -17835914.000000 Penalty: 5773.229492
	Iteration 0F: 3 clusters Score -1.783591e+07 nChanged 53949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -17867134.000000 Penalty: 5773.229492
	Iteration 1F: 3 clusters Score -1.786713e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -17868664.000000 Penalty: 5773.229492
	Iteration 2Q: 3 clusters Score -1.786866e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -17871060.000000 Penalty: 5773.229492
	Iteration 3Q: 3 clusters Score -1.787106e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -17875164.000000 Penalty: 5773.229492
	Iteration 4F: 3 clusters Score -1.787516e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -17881968.000000 Penalty: 5773.229492
	Iteration 5F: 3 clusters Score -1.788197e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91020 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -17890830.000000 Penalty: 5773.229492
	Iteration 6F: 3 clusters Score -1.789083e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -17899136.000000 Penalty: 5773.229492
	Iteration 7F: 3 clusters Score -1.789914e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102953 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -17904242.000000 Penalty: 5773.229492
	Iteration 8Q: 3 clusters Score -1.790424e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -17906412.000000 Penalty: 5773.229492
	Iteration 9Q: 3 clusters Score -1.790641e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -17906968.000000 Penalty: 5773.229492
	Iteration 10Q: 3 clusters Score -1.790697e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108126 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -17907002.000000 Penalty: 5773.229492
	Iteration 11Q: 3 clusters Score -1.7907e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -17907092.000000 Penalty: 5773.229492
	Iteration 12Q: 3 clusters Score -1.790709e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109773 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -17907114.000000 Penalty: 5773.229492
	Iteration 13Q: 3 clusters Score -1.790711e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110339 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -17907214.000000 Penalty: 5773.229492
	Iteration 14Q: 3 clusters Score -1.790721e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17907198.000000 Penalty: 5773.229492
	Iteration 15Q: 3 clusters Score -1.79072e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111120 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -17907204.000000 Penalty: 5773.229492
	Iteration 16Q: 3 clusters Score -1.79072e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111361 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -17907178.000000 Penalty: 5773.229492
	Iteration 17Q: 3 clusters Score -1.790718e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -17907180.000000 Penalty: 5773.229492
	Iteration 18Q: 3 clusters Score -1.790718e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111706 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -17907146.000000 Penalty: 5773.229492
	Iteration 19Q: 3 clusters Score -1.790715e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111819 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -17907122.000000 Penalty: 5773.229492
	Iteration 20F: 3 clusters Score -1.790712e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -17907066.000000 Penalty: 5773.229492
	Iteration 21Q: 3 clusters Score -1.790707e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111986 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -17907030.000000 Penalty: 5773.229492
	Iteration 22Q: 3 clusters Score -1.790703e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112046 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -17907024.000000 Penalty: 5773.229492
	Iteration 23Q: 3 clusters Score -1.790702e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112103 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17907000.000000 Penalty: 5773.229492
	Iteration 24Q: 3 clusters Score -1.7907e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112149 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17906988.000000 Penalty: 5773.229492
	Iteration 25Q: 3 clusters Score -1.790699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112182 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -17907008.000000 Penalty: 5773.229492
	Iteration 26Q: 3 clusters Score -1.790701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112212 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -17907006.000000 Penalty: 5773.229492
	Iteration 27Q: 3 clusters Score -1.790701e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112241 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -17906980.000000 Penalty: 5773.229492
	Iteration 28Q: 3 clusters Score -1.790698e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -17907014.000000 Penalty: 5773.229492
	Iteration 29Q: 3 clusters Score -1.790701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112290 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17906980.000000 Penalty: 5773.229492
	Iteration 30Q: 3 clusters Score -1.790698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112307 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -17907018.000000 Penalty: 5773.229492
	Iteration 31Q: 3 clusters Score -1.790702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112323 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17907014.000000 Penalty: 5773.229492
	Iteration 32Q: 3 clusters Score -1.790701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112339 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -17907020.000000 Penalty: 5773.229492
	Iteration 33Q: 3 clusters Score -1.790702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112352 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -17907000.000000 Penalty: 5773.229492
	Iteration 34Q: 3 clusters Score -1.7907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17906990.000000 Penalty: 5773.229492
	Iteration 35Q: 3 clusters Score -1.790699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -17906998.000000 Penalty: 5773.229492
	Iteration 36Q: 3 clusters Score -1.7907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112375 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17907008.000000 Penalty: 5773.229492
	Iteration 37Q: 3 clusters Score -1.790701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112381 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -17906990.000000 Penalty: 5773.229492
	Iteration 38Q: 3 clusters Score -1.790699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112381 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -17906988.000000 Penalty: 5773.229492
	Iteration 39Q: 3 clusters Score -1.790699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112383 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -17906994.000000 Penalty: 5773.229492
	Iteration 40F: 3 clusters Score -1.790699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17906992.000000 Penalty: 5773.229492
	Iteration 41Q: 3 clusters Score -1.790699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112384 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -17906992.000000 Penalty: 5773.229492
	Iteration 42F: 3 clusters Score -1.790699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -266052.343750 Penalty: 1855.006348
	Iteration 0F: 2 clusters Score -266052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263581.031250 Penalty: 3710.012695
	Iteration 0F: 3 clusters Score -263581 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -264035.312500 Penalty: 3710.012695
	Iteration 1F: 3 clusters Score -264035.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -264168.406250 Penalty: 3710.012695
	Iteration 2F: 3 clusters Score -264168.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -264223.500000 Penalty: 3710.012695
	Iteration 3Q: 3 clusters Score -264223.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264259.968750 Penalty: 3710.012695
	Iteration 4Q: 3 clusters Score -264260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -264298.031250 Penalty: 3710.012695
	Iteration 5Q: 3 clusters Score -264298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264324.125000 Penalty: 3710.012695
	Iteration 6Q: 3 clusters Score -264324.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -264346.406250 Penalty: 3710.012695
	Iteration 7Q: 3 clusters Score -264346.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -264369.375000 Penalty: 3710.012695
	Iteration 8Q: 3 clusters Score -264369.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264384.187500 Penalty: 3710.012695
	Iteration 9Q: 3 clusters Score -264384.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264401.687500 Penalty: 3710.012695
	Iteration 10Q: 3 clusters Score -264401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264406.031250 Penalty: 3710.012695
	Iteration 11Q: 3 clusters Score -264406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -264411.125000 Penalty: 3710.012695
	Iteration 12Q: 3 clusters Score -264411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264414.468750 Penalty: 3710.012695
	Iteration 13Q: 3 clusters Score -264414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -264417.218750 Penalty: 3710.012695
	Iteration 14Q: 3 clusters Score -264417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264418.843750 Penalty: 3710.012695
	Iteration 15Q: 3 clusters Score -264418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -264421.093750 Penalty: 3710.012695
	Iteration 16Q: 3 clusters Score -264421.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -264422.968750 Penalty: 3710.012695
	Iteration 17Q: 3 clusters Score -264423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -264425.343750 Penalty: 3710.012695
	Iteration 18Q: 3 clusters Score -264425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -264430.687500 Penalty: 3710.012695
	Iteration 19Q: 3 clusters Score -264430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -264435.968750 Penalty: 3710.012695
	Iteration 20F: 3 clusters Score -264436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264441.281250 Penalty: 3710.012695
	Iteration 21Q: 3 clusters Score -264441.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -264445.187500 Penalty: 3710.012695
	Iteration 22Q: 3 clusters Score -264445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -264452.968750 Penalty: 3710.012695
	Iteration 23Q: 3 clusters Score -264453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -264457.343750 Penalty: 3710.012695
	Iteration 24Q: 3 clusters Score -264457.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264462.750000 Penalty: 3710.012695
	Iteration 25Q: 3 clusters Score -264462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -264466.531250 Penalty: 3710.012695
	Iteration 26Q: 3 clusters Score -264466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -264467.781250 Penalty: 3710.012695
	Iteration 27Q: 3 clusters Score -264467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -264467.781250 Penalty: 3710.012695
	Iteration 28F: 3 clusters Score -264467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Entering Unmasked Estep 
Score: -3606324.500000 Penalty: 2492.509277
	Iteration 0F: 2 clusters Score -3606324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3590207.750000 Penalty: 4985.018555
	Iteration 0F: 3 clusters Score -3590208 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -3596315.250000 Penalty: 4985.018555
	Iteration 1F: 3 clusters Score -3596315 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3597575.000000 Penalty: 4985.018555
	Iteration 2F: 3 clusters Score -3597575 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3599118.500000 Penalty: 4985.018555
	Iteration 3F: 3 clusters Score -3599118 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3600677.750000 Penalty: 4985.018555
	Iteration 4F: 3 clusters Score -3600678 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3602120.500000 Penalty: 4985.018555
	Iteration 5F: 3 clusters Score -3602120 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3603439.000000 Penalty: 4985.018555
	Iteration 6F: 3 clusters Score -3603439 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3604508.250000 Penalty: 4985.018555
	Iteration 7F: 3 clusters Score -3604508 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3605231.500000 Penalty: 4985.018555
	Iteration 8Q: 3 clusters Score -3605232 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3605671.000000 Penalty: 4985.018555
	Iteration 9Q: 3 clusters Score -3605671 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3605900.250000 Penalty: 4985.018555
	Iteration 10Q: 3 clusters Score -3605900 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3606036.000000 Penalty: 4985.018555
	Iteration 11Q: 3 clusters Score -3606036 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3606129.000000 Penalty: 4985.018555
	Iteration 12Q: 3 clusters Score -3606129 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3606186.750000 Penalty: 4985.018555
	Iteration 13Q: 3 clusters Score -3606187 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3606232.500000 Penalty: 4985.018555
	Iteration 14Q: 3 clusters Score -3606232 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3606259.750000 Penalty: 4985.018555
	Iteration 15Q: 3 clusters Score -3606260 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3606295.250000 Penalty: 4985.018555
	Iteration 16Q: 3 clusters Score -3606295 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3606321.000000 Penalty: 4985.018555
	Iteration 17Q: 3 clusters Score -3606321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3606350.750000 Penalty: 4985.018555
	Iteration 18Q: 3 clusters Score -3606351 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3606363.750000 Penalty: 4985.018555
	Iteration 19Q: 3 clusters Score -3606364 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3606379.750000 Penalty: 4985.018555
	Iteration 20F: 3 clusters Score -3606380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3606399.000000 Penalty: 4985.018555
	Iteration 21Q: 3 clusters Score -3606399 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3606406.000000 Penalty: 4985.018555
	Iteration 22Q: 3 clusters Score -3606406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3606426.500000 Penalty: 4985.018555
	Iteration 23Q: 3 clusters Score -3606426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3606445.500000 Penalty: 4985.018555
	Iteration 24Q: 3 clusters Score -3606446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3606448.250000 Penalty: 4985.018555
	Iteration 25Q: 3 clusters Score -3606448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3606451.000000 Penalty: 4985.018555
	Iteration 26Q: 3 clusters Score -3606451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3606447.750000 Penalty: 4985.018555
	Iteration 27Q: 3 clusters Score -3606448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3606459.750000 Penalty: 4985.018555
	Iteration 28Q: 3 clusters Score -3606460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3606453.750000 Penalty: 4985.018555
	Iteration 29Q: 3 clusters Score -3606454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3606452.250000 Penalty: 4985.018555
	Iteration 30Q: 3 clusters Score -3606452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -3606453.250000 Penalty: 4985.018555
	Iteration 31Q: 3 clusters Score -3606453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3606461.250000 Penalty: 4985.018555
	Iteration 32Q: 3 clusters Score -3606461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3606455.750000 Penalty: 4985.018555
	Iteration 33Q: 3 clusters Score -3606456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3606454.500000 Penalty: 4985.018555
	Iteration 34Q: 3 clusters Score -3606454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3606457.750000 Penalty: 4985.018555
	Iteration 35Q: 3 clusters Score -3606458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3606458.750000 Penalty: 4985.018555
	Iteration 36Q: 3 clusters Score -3606459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3606456.750000 Penalty: 4985.018555
	Iteration 37Q: 3 clusters Score -3606457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3606453.000000 Penalty: 4985.018555
	Iteration 38Q: 3 clusters Score -3606453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3606452.500000 Penalty: 4985.018555
	Iteration 39Q: 3 clusters Score -3606452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3606456.000000 Penalty: 4985.018555
	Iteration 40F: 3 clusters Score -3606456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3606455.000000 Penalty: 4985.018555
	Iteration 41Q: 3 clusters Score -3606455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3606457.000000 Penalty: 4985.018555
	Iteration 42Q: 3 clusters Score -3606457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3606456.250000 Penalty: 4985.018555
	Iteration 43Q: 3 clusters Score -3606456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3606465.250000 Penalty: 4985.018555
	Iteration 44Q: 3 clusters Score -3606465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3606463.250000 Penalty: 4985.018555
	Iteration 45Q: 3 clusters Score -3606463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3606464.500000 Penalty: 4985.018555
	Iteration 46Q: 3 clusters Score -3606464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3606464.500000 Penalty: 4985.018555
	Iteration 47F: 3 clusters Score -3606464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 113502 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 8496 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131272 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30971 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8533 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Mstep: Class 36 contains 14670 members 
Entering Unmasked Estep 
Score: -86720320.000000 Penalty: 118243.585938
Splitting cluster 12 changes total score from -86720960.000000 to -86720320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -31649.066406 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -31649.07 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 143 members 
Entering Unmasked Estep 
Score: -30738.775391 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -30738.78 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31211.550781 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31211.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31769.974609 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -31769.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -31913.785156 Penalty: 2827.420166
	Iteration 3F: 3 clusters Score -31913.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -31994.304688 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -31994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32025.962891 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -32025.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32025.962891 Penalty: 2827.420166
	Iteration 6F: 3 clusters Score -32025.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 113502 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 207 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131272 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30971 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8533 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Mstep: Class 36 contains 92 members 
Entering Unmasked Estep 
Score: -86719408.000000 Penalty: 118243.585938
Splitting cluster 13 changes total score from -86720960.000000 to -86719408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Entering Unmasked Estep 
Score: -885341.437500 Penalty: 2155.446045
	Iteration 0F: 2 clusters Score -885341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -880197.062500 Penalty: 4310.892090
	Iteration 0F: 3 clusters Score -880197.1 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -881545.437500 Penalty: 4310.892090
	Iteration 1F: 3 clusters Score -881545.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -881807.187500 Penalty: 4310.892090
	Iteration 2F: 3 clusters Score -881807.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -881964.687500 Penalty: 4310.892090
	Iteration 3F: 3 clusters Score -881964.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -882080.750000 Penalty: 4310.892090
	Iteration 4Q: 3 clusters Score -882080.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -882161.312500 Penalty: 4310.892090
	Iteration 5Q: 3 clusters Score -882161.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -882246.187500 Penalty: 4310.892090
	Iteration 6Q: 3 clusters Score -882246.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -882310.687500 Penalty: 4310.892090
	Iteration 7Q: 3 clusters Score -882310.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -882368.625000 Penalty: 4310.892090
	Iteration 8Q: 3 clusters Score -882368.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -882419.437500 Penalty: 4310.892090
	Iteration 9Q: 3 clusters Score -882419.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -882454.250000 Penalty: 4310.892090
	Iteration 10Q: 3 clusters Score -882454.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -882503.375000 Penalty: 4310.892090
	Iteration 11Q: 3 clusters Score -882503.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -882538.062500 Penalty: 4310.892090
	Iteration 12Q: 3 clusters Score -882538.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -882569.062500 Penalty: 4310.892090
	Iteration 13Q: 3 clusters Score -882569.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -882599.937500 Penalty: 4310.892090
	Iteration 14Q: 3 clusters Score -882599.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -882637.875000 Penalty: 4310.892090
	Iteration 15Q: 3 clusters Score -882637.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -882685.562500 Penalty: 4310.892090
	Iteration 16Q: 3 clusters Score -882685.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -882734.687500 Penalty: 4310.892090
	Iteration 17Q: 3 clusters Score -882734.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -882770.062500 Penalty: 4310.892090
	Iteration 18Q: 3 clusters Score -882770.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -882801.375000 Penalty: 4310.892090
	Iteration 19Q: 3 clusters Score -882801.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -882829.125000 Penalty: 4310.892090
	Iteration 20F: 3 clusters Score -882829.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -882861.312500 Penalty: 4310.892090
	Iteration 21Q: 3 clusters Score -882861.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -882894.937500 Penalty: 4310.892090
	Iteration 22Q: 3 clusters Score -882894.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -882937.562500 Penalty: 4310.892090
	Iteration 23Q: 3 clusters Score -882937.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -882978.875000 Penalty: 4310.892090
	Iteration 24Q: 3 clusters Score -882978.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -883022.125000 Penalty: 4310.892090
	Iteration 25Q: 3 clusters Score -883022.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -883068.187500 Penalty: 4310.892090
	Iteration 26Q: 3 clusters Score -883068.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -883117.500000 Penalty: 4310.892090
	Iteration 27Q: 3 clusters Score -883117.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -883158.687500 Penalty: 4310.892090
	Iteration 28Q: 3 clusters Score -883158.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -883188.250000 Penalty: 4310.892090
	Iteration 29Q: 3 clusters Score -883188.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -883212.250000 Penalty: 4310.892090
	Iteration 30Q: 3 clusters Score -883212.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -883231.562500 Penalty: 4310.892090
	Iteration 31Q: 3 clusters Score -883231.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -883249.062500 Penalty: 4310.892090
	Iteration 32Q: 3 clusters Score -883249.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -883268.625000 Penalty: 4310.892090
	Iteration 33Q: 3 clusters Score -883268.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -883287.812500 Penalty: 4310.892090
	Iteration 34Q: 3 clusters Score -883287.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -883310.375000 Penalty: 4310.892090
	Iteration 35Q: 3 clusters Score -883310.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -883336.500000 Penalty: 4310.892090
	Iteration 36Q: 3 clusters Score -883336.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -883357.625000 Penalty: 4310.892090
	Iteration 37Q: 3 clusters Score -883357.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -883390.250000 Penalty: 4310.892090
	Iteration 38Q: 3 clusters Score -883390.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -883425.000000 Penalty: 4310.892090
	Iteration 39Q: 3 clusters Score -883425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -883462.062500 Penalty: 4310.892090
	Iteration 40F: 3 clusters Score -883462.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -883493.062500 Penalty: 4310.892090
	Iteration 41Q: 3 clusters Score -883493.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -883527.750000 Penalty: 4310.892090
	Iteration 42Q: 3 clusters Score -883527.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -883569.937500 Penalty: 4310.892090
	Iteration 43Q: 3 clusters Score -883569.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -883604.187500 Penalty: 4310.892090
	Iteration 44Q: 3 clusters Score -883604.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -883632.375000 Penalty: 4310.892090
	Iteration 45Q: 3 clusters Score -883632.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -883654.937500 Penalty: 4310.892090
	Iteration 46Q: 3 clusters Score -883654.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -883678.625000 Penalty: 4310.892090
	Iteration 47Q: 3 clusters Score -883678.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -883699.500000 Penalty: 4310.892090
	Iteration 48Q: 3 clusters Score -883699.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -883720.687500 Penalty: 4310.892090
	Iteration 49Q: 3 clusters Score -883720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -883727.875000 Penalty: 4310.892090
	Iteration 50Q: 3 clusters Score -883727.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -883745.750000 Penalty: 4310.892090
	Iteration 51Q: 3 clusters Score -883745.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -883767.625000 Penalty: 4310.892090
	Iteration 52Q: 3 clusters Score -883767.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -883786.500000 Penalty: 4310.892090
	Iteration 53Q: 3 clusters Score -883786.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -883802.062500 Penalty: 4310.892090
	Iteration 54Q: 3 clusters Score -883802.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -883814.687500 Penalty: 4310.892090
	Iteration 55Q: 3 clusters Score -883814.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -883821.000000 Penalty: 4310.892090
	Iteration 56Q: 3 clusters Score -883821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -883823.562500 Penalty: 4310.892090
	Iteration 57Q: 3 clusters Score -883823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -883828.750000 Penalty: 4310.892090
	Iteration 58Q: 3 clusters Score -883828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -883837.250000 Penalty: 4310.892090
	Iteration 59Q: 3 clusters Score -883837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -883845.562500 Penalty: 4310.892090
	Iteration 60F: 3 clusters Score -883845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -883848.687500 Penalty: 4310.892090
	Iteration 61Q: 3 clusters Score -883848.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -883854.750000 Penalty: 4310.892090
	Iteration 62Q: 3 clusters Score -883854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -883860.437500 Penalty: 4310.892090
	Iteration 63Q: 3 clusters Score -883860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -883867.750000 Penalty: 4310.892090
	Iteration 64Q: 3 clusters Score -883867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -883875.187500 Penalty: 4310.892090
	Iteration 65Q: 3 clusters Score -883875.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -883877.750000 Penalty: 4310.892090
	Iteration 66Q: 3 clusters Score -883877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -883884.750000 Penalty: 4310.892090
	Iteration 67Q: 3 clusters Score -883884.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -883891.000000 Penalty: 4310.892090
	Iteration 68Q: 3 clusters Score -883891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -883892.500000 Penalty: 4310.892090
	Iteration 69Q: 3 clusters Score -883892.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -883896.375000 Penalty: 4310.892090
	Iteration 70Q: 3 clusters Score -883896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -883897.500000 Penalty: 4310.892090
	Iteration 71Q: 3 clusters Score -883897.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -883899.937500 Penalty: 4310.892090
	Iteration 72Q: 3 clusters Score -883899.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -883901.687500 Penalty: 4310.892090
	Iteration 73Q: 3 clusters Score -883901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -883904.875000 Penalty: 4310.892090
	Iteration 74Q: 3 clusters Score -883904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -883910.812500 Penalty: 4310.892090
	Iteration 75Q: 3 clusters Score -883910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -883913.312500 Penalty: 4310.892090
	Iteration 76Q: 3 clusters Score -883913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -883916.937500 Penalty: 4310.892090
	Iteration 77Q: 3 clusters Score -883916.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -883922.062500 Penalty: 4310.892090
	Iteration 78Q: 3 clusters Score -883922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -883931.750000 Penalty: 4310.892090
	Iteration 79Q: 3 clusters Score -883931.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -883937.875000 Penalty: 4310.892090
	Iteration 80F: 3 clusters Score -883937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -883939.375000 Penalty: 4310.892090
	Iteration 81Q: 3 clusters Score -883939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -883946.937500 Penalty: 4310.892090
	Iteration 82Q: 3 clusters Score -883946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -883948.625000 Penalty: 4310.892090
	Iteration 83Q: 3 clusters Score -883948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -883949.437500 Penalty: 4310.892090
	Iteration 84Q: 3 clusters Score -883949.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -883949.437500 Penalty: 4310.892090
	Iteration 85F: 3 clusters Score -883949.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (131272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131272 members 
Entering Unmasked Estep 
Score: -20642026.000000 Penalty: 2922.686523
	Iteration 0F: 2 clusters Score -2.064203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -20559590.000000 Penalty: 5845.373047
	Iteration 0F: 3 clusters Score -2.055959e+07 nChanged 62326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 63952 members 
Entering Unmasked Estep 
Score: -20595778.000000 Penalty: 5845.373047
	Iteration 1F: 3 clusters Score -2.059578e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -20597072.000000 Penalty: 5845.373047
	Iteration 2Q: 3 clusters Score -2.059707e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -20599038.000000 Penalty: 5845.373047
	Iteration 3Q: 3 clusters Score -2.059904e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -20602302.000000 Penalty: 5845.373047
	Iteration 4Q: 3 clusters Score -2.06023e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -20606990.000000 Penalty: 5845.373047
	Iteration 5F: 3 clusters Score -2.060699e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -20613354.000000 Penalty: 5845.373047
	Iteration 6F: 3 clusters Score -2.061335e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -20621258.000000 Penalty: 5845.373047
	Iteration 7F: 3 clusters Score -2.062126e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -20628982.000000 Penalty: 5845.373047
	Iteration 8F: 3 clusters Score -2.062898e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97063 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -20634054.000000 Penalty: 5845.373047
	Iteration 9Q: 3 clusters Score -2.063405e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99904 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -20636146.000000 Penalty: 5845.373047
	Iteration 10Q: 3 clusters Score -2.063615e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -20637432.000000 Penalty: 5845.373047
	Iteration 11Q: 3 clusters Score -2.063743e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105701 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -20638320.000000 Penalty: 5845.373047
	Iteration 12Q: 3 clusters Score -2.063832e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -20638840.000000 Penalty: 5845.373047
	Iteration 13Q: 3 clusters Score -2.063884e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -20639364.000000 Penalty: 5845.373047
	Iteration 14Q: 3 clusters Score -2.063936e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114567 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -20639692.000000 Penalty: 5845.373047
	Iteration 15Q: 3 clusters Score -2.063969e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117406 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -20639994.000000 Penalty: 5845.373047
	Iteration 16Q: 3 clusters Score -2.063999e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119875 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -20639996.000000 Penalty: 5845.373047
	Iteration 17Q: 3 clusters Score -2.064e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122057 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -20639988.000000 Penalty: 5845.373047
	Iteration 18Q: 3 clusters Score -2.063999e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123857 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -20640000.000000 Penalty: 5845.373047
	Iteration 19Q: 3 clusters Score -2.064e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -20639944.000000 Penalty: 5845.373047
	Iteration 20F: 3 clusters Score -2.063994e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126506 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -20639954.000000 Penalty: 5845.373047
	Iteration 21Q: 3 clusters Score -2.063995e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127471 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -20639854.000000 Penalty: 5845.373047
	Iteration 22Q: 3 clusters Score -2.063985e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -20639856.000000 Penalty: 5845.373047
	Iteration 23Q: 3 clusters Score -2.063986e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128781 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -20639846.000000 Penalty: 5845.373047
	Iteration 24Q: 3 clusters Score -2.063985e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129252 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -20639790.000000 Penalty: 5845.373047
	Iteration 25Q: 3 clusters Score -2.063979e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129582 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -20639744.000000 Penalty: 5845.373047
	Iteration 26Q: 3 clusters Score -2.063974e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129834 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20639792.000000 Penalty: 5845.373047
	Iteration 27Q: 3 clusters Score -2.063979e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130050 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -20639766.000000 Penalty: 5845.373047
	Iteration 28Q: 3 clusters Score -2.063977e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130214 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20639810.000000 Penalty: 5845.373047
	Iteration 29Q: 3 clusters Score -2.063981e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130323 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -20639808.000000 Penalty: 5845.373047
	Iteration 30Q: 3 clusters Score -2.063981e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130419 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -20639772.000000 Penalty: 5845.373047
	Iteration 31Q: 3 clusters Score -2.063977e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130495 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -20639766.000000 Penalty: 5845.373047
	Iteration 32Q: 3 clusters Score -2.063977e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130553 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20639744.000000 Penalty: 5845.373047
	Iteration 33Q: 3 clusters Score -2.063974e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130600 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20639730.000000 Penalty: 5845.373047
	Iteration 34Q: 3 clusters Score -2.063973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130635 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -20639748.000000 Penalty: 5845.373047
	Iteration 35Q: 3 clusters Score -2.063975e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -20639730.000000 Penalty: 5845.373047
	Iteration 36Q: 3 clusters Score -2.063973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130680 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20639752.000000 Penalty: 5845.373047
	Iteration 37Q: 3 clusters Score -2.063975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130693 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20639740.000000 Penalty: 5845.373047
	Iteration 38Q: 3 clusters Score -2.063974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130704 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -20639744.000000 Penalty: 5845.373047
	Iteration 39Q: 3 clusters Score -2.063974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130715 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -20639748.000000 Penalty: 5845.373047
	Iteration 40F: 3 clusters Score -2.063975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130724 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -20639740.000000 Penalty: 5845.373047
	Iteration 41Q: 3 clusters Score -2.063974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130732 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20639750.000000 Penalty: 5845.373047
	Iteration 42Q: 3 clusters Score -2.063975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130734 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20639756.000000 Penalty: 5845.373047
	Iteration 43Q: 3 clusters Score -2.063976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130734 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20639756.000000 Penalty: 5845.373047
	Iteration 44F: 3 clusters Score -2.063976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Entering Unmasked Estep 
Score: -2031704.125000 Penalty: 2344.939697
	Iteration 0F: 2 clusters Score -2031704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2022272.750000 Penalty: 4689.879395
	Iteration 0F: 3 clusters Score -2022273 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2025167.625000 Penalty: 4689.879395
	Iteration 1F: 3 clusters Score -2025168 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2025662.375000 Penalty: 4689.879395
	Iteration 2F: 3 clusters Score -2025662 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2026212.375000 Penalty: 4689.879395
	Iteration 3F: 3 clusters Score -2026212 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2026822.500000 Penalty: 4689.879395
	Iteration 4F: 3 clusters Score -2026822 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2027467.000000 Penalty: 4689.879395
	Iteration 5F: 3 clusters Score -2027467 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2028150.375000 Penalty: 4689.879395
	Iteration 6F: 3 clusters Score -2028150 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2028782.125000 Penalty: 4689.879395
	Iteration 7F: 3 clusters Score -2028782 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2029309.250000 Penalty: 4689.879395
	Iteration 8F: 3 clusters Score -2029309 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2029712.125000 Penalty: 4689.879395
	Iteration 9Q: 3 clusters Score -2029712 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2029998.875000 Penalty: 4689.879395
	Iteration 10Q: 3 clusters Score -2029999 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2030213.875000 Penalty: 4689.879395
	Iteration 11Q: 3 clusters Score -2030214 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2030373.625000 Penalty: 4689.879395
	Iteration 12Q: 3 clusters Score -2030374 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2030473.125000 Penalty: 4689.879395
	Iteration 13Q: 3 clusters Score -2030473 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2030557.250000 Penalty: 4689.879395
	Iteration 14Q: 3 clusters Score -2030557 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2030614.875000 Penalty: 4689.879395
	Iteration 15Q: 3 clusters Score -2030615 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2030658.875000 Penalty: 4689.879395
	Iteration 16Q: 3 clusters Score -2030659 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2030688.375000 Penalty: 4689.879395
	Iteration 17Q: 3 clusters Score -2030688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2030722.250000 Penalty: 4689.879395
	Iteration 18Q: 3 clusters Score -2030722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2030747.500000 Penalty: 4689.879395
	Iteration 19Q: 3 clusters Score -2030748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2030767.000000 Penalty: 4689.879395
	Iteration 20F: 3 clusters Score -2030767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2030785.125000 Penalty: 4689.879395
	Iteration 21Q: 3 clusters Score -2030785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2030798.750000 Penalty: 4689.879395
	Iteration 22Q: 3 clusters Score -2030799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2030801.125000 Penalty: 4689.879395
	Iteration 23Q: 3 clusters Score -2030801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2030809.000000 Penalty: 4689.879395
	Iteration 24Q: 3 clusters Score -2030809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2030810.250000 Penalty: 4689.879395
	Iteration 25Q: 3 clusters Score -2030810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2030812.125000 Penalty: 4689.879395
	Iteration 26Q: 3 clusters Score -2030812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2030812.125000 Penalty: 4689.879395
	Iteration 27Q: 3 clusters Score -2030812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2030813.875000 Penalty: 4689.879395
	Iteration 28Q: 3 clusters Score -2030814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2030817.500000 Penalty: 4689.879395
	Iteration 29Q: 3 clusters Score -2030818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2030815.750000 Penalty: 4689.879395
	Iteration 30Q: 3 clusters Score -2030816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2030815.875000 Penalty: 4689.879395
	Iteration 31Q: 3 clusters Score -2030816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2030815.875000 Penalty: 4689.879395
	Iteration 32F: 3 clusters Score -2030816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -26091.261719 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -26091.26 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 147 members 
Entering Unmasked Estep 
Score: -25132.761719 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -25132.76 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25617.398438 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -25617.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25788.000000 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -25788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25863.580078 Penalty: 2851.698975
	Iteration 3F: 3 clusters Score -25863.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25919.271484 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -25919.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26054.103516 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -26054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26061.042969 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -26061.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26061.683594 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -26061.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26061.683594 Penalty: 2851.698975
	Iteration 8F: 3 clusters Score -26061.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Entering Unmasked Estep 
Score: -1638787.250000 Penalty: 2297.442383
	Iteration 0F: 2 clusters Score -1638787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1630738.125000 Penalty: 4594.884766
	Iteration 0F: 3 clusters Score -1630738 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1633111.875000 Penalty: 4594.884766
	Iteration 1F: 3 clusters Score -1633112 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1633383.750000 Penalty: 4594.884766
	Iteration 2F: 3 clusters Score -1633384 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1633580.500000 Penalty: 4594.884766
	Iteration 3Q: 3 clusters Score -1633580 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1633718.500000 Penalty: 4594.884766
	Iteration 4Q: 3 clusters Score -1633718 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1633845.500000 Penalty: 4594.884766
	Iteration 5Q: 3 clusters Score -1633846 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1633945.000000 Penalty: 4594.884766
	Iteration 6Q: 3 clusters Score -1633945 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1634036.500000 Penalty: 4594.884766
	Iteration 7Q: 3 clusters Score -1634036 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1634144.625000 Penalty: 4594.884766
	Iteration 8Q: 3 clusters Score -1634145 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1634293.750000 Penalty: 4594.884766
	Iteration 9Q: 3 clusters Score -1634294 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1634483.375000 Penalty: 4594.884766
	Iteration 10Q: 3 clusters Score -1634483 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1634671.875000 Penalty: 4594.884766
	Iteration 11Q: 3 clusters Score -1634672 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1634839.000000 Penalty: 4594.884766
	Iteration 12Q: 3 clusters Score -1634839 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1634974.750000 Penalty: 4594.884766
	Iteration 13Q: 3 clusters Score -1634975 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1635099.125000 Penalty: 4594.884766
	Iteration 14Q: 3 clusters Score -1635099 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1635202.125000 Penalty: 4594.884766
	Iteration 15Q: 3 clusters Score -1635202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1635319.750000 Penalty: 4594.884766
	Iteration 16Q: 3 clusters Score -1635320 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1635448.250000 Penalty: 4594.884766
	Iteration 17Q: 3 clusters Score -1635448 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1635554.000000 Penalty: 4594.884766
	Iteration 18Q: 3 clusters Score -1635554 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1635666.750000 Penalty: 4594.884766
	Iteration 19Q: 3 clusters Score -1635667 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1635811.750000 Penalty: 4594.884766
	Iteration 20F: 3 clusters Score -1635812 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1635972.000000 Penalty: 4594.884766
	Iteration 21Q: 3 clusters Score -1635972 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1636135.250000 Penalty: 4594.884766
	Iteration 22Q: 3 clusters Score -1636135 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1636316.750000 Penalty: 4594.884766
	Iteration 23Q: 3 clusters Score -1636317 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1636495.875000 Penalty: 4594.884766
	Iteration 24Q: 3 clusters Score -1636496 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1636648.875000 Penalty: 4594.884766
	Iteration 25Q: 3 clusters Score -1636649 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1636775.500000 Penalty: 4594.884766
	Iteration 26Q: 3 clusters Score -1636776 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1636910.625000 Penalty: 4594.884766
	Iteration 27Q: 3 clusters Score -1636911 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1637018.125000 Penalty: 4594.884766
	Iteration 28Q: 3 clusters Score -1637018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1637106.500000 Penalty: 4594.884766
	Iteration 29Q: 3 clusters Score -1637106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1637162.500000 Penalty: 4594.884766
	Iteration 30Q: 3 clusters Score -1637162 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1637210.500000 Penalty: 4594.884766
	Iteration 31Q: 3 clusters Score -1637210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1637250.750000 Penalty: 4594.884766
	Iteration 32Q: 3 clusters Score -1637251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1637268.875000 Penalty: 4594.884766
	Iteration 33Q: 3 clusters Score -1637269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1637297.125000 Penalty: 4594.884766
	Iteration 34Q: 3 clusters Score -1637297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1637328.375000 Penalty: 4594.884766
	Iteration 35Q: 3 clusters Score -1637328 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1637355.750000 Penalty: 4594.884766
	Iteration 36Q: 3 clusters Score -1637356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1637388.250000 Penalty: 4594.884766
	Iteration 37Q: 3 clusters Score -1637388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1637411.125000 Penalty: 4594.884766
	Iteration 38Q: 3 clusters Score -1637411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1637423.500000 Penalty: 4594.884766
	Iteration 39Q: 3 clusters Score -1637424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1637442.625000 Penalty: 4594.884766
	Iteration 40F: 3 clusters Score -1637443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1637451.375000 Penalty: 4594.884766
	Iteration 41Q: 3 clusters Score -1637451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1637462.375000 Penalty: 4594.884766
	Iteration 42Q: 3 clusters Score -1637462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1637475.875000 Penalty: 4594.884766
	Iteration 43Q: 3 clusters Score -1637476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1637482.875000 Penalty: 4594.884766
	Iteration 44Q: 3 clusters Score -1637483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1637494.125000 Penalty: 4594.884766
	Iteration 45Q: 3 clusters Score -1637494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1637502.250000 Penalty: 4594.884766
	Iteration 46Q: 3 clusters Score -1637502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1637510.875000 Penalty: 4594.884766
	Iteration 47Q: 3 clusters Score -1637511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1637516.750000 Penalty: 4594.884766
	Iteration 48Q: 3 clusters Score -1637517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1637526.375000 Penalty: 4594.884766
	Iteration 49Q: 3 clusters Score -1637526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1637537.875000 Penalty: 4594.884766
	Iteration 50Q: 3 clusters Score -1637538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1637550.250000 Penalty: 4594.884766
	Iteration 51Q: 3 clusters Score -1637550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1637564.375000 Penalty: 4594.884766
	Iteration 52Q: 3 clusters Score -1637564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1637576.750000 Penalty: 4594.884766
	Iteration 53Q: 3 clusters Score -1637577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1637584.875000 Penalty: 4594.884766
	Iteration 54Q: 3 clusters Score -1637585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1637588.250000 Penalty: 4594.884766
	Iteration 55Q: 3 clusters Score -1637588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1637597.625000 Penalty: 4594.884766
	Iteration 56Q: 3 clusters Score -1637598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1637608.250000 Penalty: 4594.884766
	Iteration 57Q: 3 clusters Score -1637608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1637614.125000 Penalty: 4594.884766
	Iteration 58Q: 3 clusters Score -1637614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1637627.375000 Penalty: 4594.884766
	Iteration 59Q: 3 clusters Score -1637627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1637633.000000 Penalty: 4594.884766
	Iteration 60F: 3 clusters Score -1637633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1637642.750000 Penalty: 4594.884766
	Iteration 61Q: 3 clusters Score -1637643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1637649.625000 Penalty: 4594.884766
	Iteration 62Q: 3 clusters Score -1637650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1637657.875000 Penalty: 4594.884766
	Iteration 63Q: 3 clusters Score -1637658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1637666.500000 Penalty: 4594.884766
	Iteration 64Q: 3 clusters Score -1637666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1637672.750000 Penalty: 4594.884766
	Iteration 65Q: 3 clusters Score -1637673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1637679.250000 Penalty: 4594.884766
	Iteration 66Q: 3 clusters Score -1637679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1637688.250000 Penalty: 4594.884766
	Iteration 67Q: 3 clusters Score -1637688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1637690.750000 Penalty: 4594.884766
	Iteration 68Q: 3 clusters Score -1637691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1637691.250000 Penalty: 4594.884766
	Iteration 69Q: 3 clusters Score -1637691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1637693.875000 Penalty: 4594.884766
	Iteration 70Q: 3 clusters Score -1637694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1637695.750000 Penalty: 4594.884766
	Iteration 71Q: 3 clusters Score -1637696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1637693.625000 Penalty: 4594.884766
	Iteration 72Q: 3 clusters Score -1637694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1637693.625000 Penalty: 4594.884766
	Iteration 73F: 3 clusters Score -1637694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -91899.968750 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -91899.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90233.343750 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -90233.34 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90450.312500 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -90450.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90566.671875 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -90566.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90621.539062 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -90621.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90658.000000 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -90658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90672.890625 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -90672.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90687.914062 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -90687.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90699.421875 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -90699.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90708.109375 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -90708.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90721.039062 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -90721.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90725.812500 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -90725.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90727.210938 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -90727.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90732.835938 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -90732.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90735.093750 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -90735.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90736.351562 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -90736.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90738.031250 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -90738.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90738.843750 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -90738.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90738.843750 Penalty: 3220.151123
	Iteration 17F: 3 clusters Score -90738.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Entering Unmasked Estep 
Score: -1966000.250000 Penalty: 2345.443848
	Iteration 0F: 2 clusters Score -1966000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1956470.375000 Penalty: 4690.887695
	Iteration 0F: 3 clusters Score -1956470 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1959718.750000 Penalty: 4690.887695
	Iteration 1F: 3 clusters Score -1959719 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1960442.000000 Penalty: 4690.887695
	Iteration 2F: 3 clusters Score -1960442 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1961204.750000 Penalty: 4690.887695
	Iteration 3F: 3 clusters Score -1961205 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1961958.625000 Penalty: 4690.887695
	Iteration 4F: 3 clusters Score -1961959 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1962643.000000 Penalty: 4690.887695
	Iteration 5F: 3 clusters Score -1962643 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1963202.250000 Penalty: 4690.887695
	Iteration 6F: 3 clusters Score -1963202 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1963663.375000 Penalty: 4690.887695
	Iteration 7F: 3 clusters Score -1963663 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1963968.125000 Penalty: 4690.887695
	Iteration 8Q: 3 clusters Score -1963968 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1964148.000000 Penalty: 4690.887695
	Iteration 9Q: 3 clusters Score -1964148 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1964256.875000 Penalty: 4690.887695
	Iteration 10Q: 3 clusters Score -1964257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1964330.875000 Penalty: 4690.887695
	Iteration 11Q: 3 clusters Score -1964331 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1964369.625000 Penalty: 4690.887695
	Iteration 12Q: 3 clusters Score -1964370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1964406.625000 Penalty: 4690.887695
	Iteration 13Q: 3 clusters Score -1964407 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1964435.250000 Penalty: 4690.887695
	Iteration 14Q: 3 clusters Score -1964435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1964459.625000 Penalty: 4690.887695
	Iteration 15Q: 3 clusters Score -1964460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1964485.875000 Penalty: 4690.887695
	Iteration 16Q: 3 clusters Score -1964486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1964510.125000 Penalty: 4690.887695
	Iteration 17Q: 3 clusters Score -1964510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1964561.875000 Penalty: 4690.887695
	Iteration 18Q: 3 clusters Score -1964562 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1964600.375000 Penalty: 4690.887695
	Iteration 19Q: 3 clusters Score -1964600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1964636.875000 Penalty: 4690.887695
	Iteration 20F: 3 clusters Score -1964637 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1964666.375000 Penalty: 4690.887695
	Iteration 21Q: 3 clusters Score -1964666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1964687.625000 Penalty: 4690.887695
	Iteration 22Q: 3 clusters Score -1964688 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1964711.625000 Penalty: 4690.887695
	Iteration 23Q: 3 clusters Score -1964712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1964730.250000 Penalty: 4690.887695
	Iteration 24Q: 3 clusters Score -1964730 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1964762.375000 Penalty: 4690.887695
	Iteration 25Q: 3 clusters Score -1964762 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1964793.000000 Penalty: 4690.887695
	Iteration 26Q: 3 clusters Score -1964793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1964817.625000 Penalty: 4690.887695
	Iteration 27Q: 3 clusters Score -1964818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1964827.125000 Penalty: 4690.887695
	Iteration 28Q: 3 clusters Score -1964827 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1964835.500000 Penalty: 4690.887695
	Iteration 29Q: 3 clusters Score -1964836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1964848.125000 Penalty: 4690.887695
	Iteration 30Q: 3 clusters Score -1964848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1964854.375000 Penalty: 4690.887695
	Iteration 31Q: 3 clusters Score -1964854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1964860.125000 Penalty: 4690.887695
	Iteration 32Q: 3 clusters Score -1964860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1964866.625000 Penalty: 4690.887695
	Iteration 33Q: 3 clusters Score -1964867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1964865.750000 Penalty: 4690.887695
	Iteration 34Q: 3 clusters Score -1964866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1964867.375000 Penalty: 4690.887695
	Iteration 35Q: 3 clusters Score -1964867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1964876.250000 Penalty: 4690.887695
	Iteration 36Q: 3 clusters Score -1964876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1964881.500000 Penalty: 4690.887695
	Iteration 37Q: 3 clusters Score -1964882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1964879.125000 Penalty: 4690.887695
	Iteration 38Q: 3 clusters Score -1964879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1964877.750000 Penalty: 4690.887695
	Iteration 39Q: 3 clusters Score -1964878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1964878.250000 Penalty: 4690.887695
	Iteration 40F: 3 clusters Score -1964878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1964874.875000 Penalty: 4690.887695
	Iteration 41Q: 3 clusters Score -1964875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1964876.625000 Penalty: 4690.887695
	Iteration 42Q: 3 clusters Score -1964877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1964878.000000 Penalty: 4690.887695
	Iteration 43Q: 3 clusters Score -1964878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1964881.000000 Penalty: 4690.887695
	Iteration 44Q: 3 clusters Score -1964881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1964878.500000 Penalty: 4690.887695
	Iteration 45Q: 3 clusters Score -1964878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1964878.500000 Penalty: 4690.887695
	Iteration 46F: 3 clusters Score -1964878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -384826.093750 Penalty: 1948.367188
	Iteration 0F: 2 clusters Score -384826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -381848.687500 Penalty: 3896.734375
	Iteration 0F: 3 clusters Score -381848.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -382503.687500 Penalty: 3896.734375
	Iteration 1F: 3 clusters Score -382503.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -382697.906250 Penalty: 3896.734375
	Iteration 2F: 3 clusters Score -382697.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -382858.562500 Penalty: 3896.734375
	Iteration 3F: 3 clusters Score -382858.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -383023.000000 Penalty: 3896.734375
	Iteration 4F: 3 clusters Score -383023 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -383192.812500 Penalty: 3896.734375
	Iteration 5F: 3 clusters Score -383192.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -383376.156250 Penalty: 3896.734375
	Iteration 6F: 3 clusters Score -383376.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -383563.093750 Penalty: 3896.734375
	Iteration 7F: 3 clusters Score -383563.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -383722.218750 Penalty: 3896.734375
	Iteration 8Q: 3 clusters Score -383722.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -383843.156250 Penalty: 3896.734375
	Iteration 9Q: 3 clusters Score -383843.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -383921.593750 Penalty: 3896.734375
	Iteration 10Q: 3 clusters Score -383921.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -383965.406250 Penalty: 3896.734375
	Iteration 11Q: 3 clusters Score -383965.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -384002.843750 Penalty: 3896.734375
	Iteration 12Q: 3 clusters Score -384002.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -384026.375000 Penalty: 3896.734375
	Iteration 13Q: 3 clusters Score -384026.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -384044.187500 Penalty: 3896.734375
	Iteration 14Q: 3 clusters Score -384044.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -384060.781250 Penalty: 3896.734375
	Iteration 15Q: 3 clusters Score -384060.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -384067.343750 Penalty: 3896.734375
	Iteration 16Q: 3 clusters Score -384067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -384071.750000 Penalty: 3896.734375
	Iteration 17Q: 3 clusters Score -384071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -384074.343750 Penalty: 3896.734375
	Iteration 18Q: 3 clusters Score -384074.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -384077.031250 Penalty: 3896.734375
	Iteration 19Q: 3 clusters Score -384077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -384082.531250 Penalty: 3896.734375
	Iteration 20F: 3 clusters Score -384082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -384086.093750 Penalty: 3896.734375
	Iteration 21Q: 3 clusters Score -384086.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -384087.000000 Penalty: 3896.734375
	Iteration 22Q: 3 clusters Score -384087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -384088.156250 Penalty: 3896.734375
	Iteration 23Q: 3 clusters Score -384088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -384088.156250 Penalty: 3896.734375
	Iteration 24F: 3 clusters Score -384088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -350674.812500 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -350674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -347953.531250 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -347953.5 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -348588.968750 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -348589 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -348927.031250 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -348927 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -349181.750000 Penalty: 3830.228516
	Iteration 3F: 3 clusters Score -349181.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -349392.375000 Penalty: 3830.228516
	Iteration 4F: 3 clusters Score -349392.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -349591.875000 Penalty: 3830.228516
	Iteration 5F: 3 clusters Score -349591.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -349788.281250 Penalty: 3830.228516
	Iteration 6F: 3 clusters Score -349788.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -349948.812500 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -349948.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -350026.000000 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -350026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -350070.218750 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -350070.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -350097.406250 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -350097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -350110.750000 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -350110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -350119.468750 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -350119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -350126.343750 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -350126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -350131.093750 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -350131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -350138.343750 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -350138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -350143.156250 Penalty: 3830.228516
	Iteration 16Q: 3 clusters Score -350143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -350145.531250 Penalty: 3830.228516
	Iteration 17Q: 3 clusters Score -350145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -350147.625000 Penalty: 3830.228516
	Iteration 18Q: 3 clusters Score -350147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -350149.031250 Penalty: 3830.228516
	Iteration 19Q: 3 clusters Score -350149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -350149.031250 Penalty: 3830.228516
	Iteration 20F: 3 clusters Score -350149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -1147847.625000 Penalty: 2204.479980
	Iteration 0F: 2 clusters Score -1147848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1142052.250000 Penalty: 4408.959961
	Iteration 0F: 3 clusters Score -1142052 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1143986.875000 Penalty: 4408.959961
	Iteration 1F: 3 clusters Score -1143987 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1144636.875000 Penalty: 4408.959961
	Iteration 2F: 3 clusters Score -1144637 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1145255.875000 Penalty: 4408.959961
	Iteration 3F: 3 clusters Score -1145256 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1145797.750000 Penalty: 4408.959961
	Iteration 4F: 3 clusters Score -1145798 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1146265.125000 Penalty: 4408.959961
	Iteration 5F: 3 clusters Score -1146265 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1146612.625000 Penalty: 4408.959961
	Iteration 6F: 3 clusters Score -1146613 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1146824.250000 Penalty: 4408.959961
	Iteration 7Q: 3 clusters Score -1146824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1146931.250000 Penalty: 4408.959961
	Iteration 8Q: 3 clusters Score -1146931 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1147006.375000 Penalty: 4408.959961
	Iteration 9Q: 3 clusters Score -1147006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1147038.875000 Penalty: 4408.959961
	Iteration 10Q: 3 clusters Score -1147039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1147059.750000 Penalty: 4408.959961
	Iteration 11Q: 3 clusters Score -1147060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1147073.125000 Penalty: 4408.959961
	Iteration 12Q: 3 clusters Score -1147073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1147084.500000 Penalty: 4408.959961
	Iteration 13Q: 3 clusters Score -1147084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1147091.375000 Penalty: 4408.959961
	Iteration 14Q: 3 clusters Score -1147091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1147099.000000 Penalty: 4408.959961
	Iteration 15Q: 3 clusters Score -1147099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1147099.625000 Penalty: 4408.959961
	Iteration 16Q: 3 clusters Score -1147100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1147102.375000 Penalty: 4408.959961
	Iteration 17Q: 3 clusters Score -1147102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1147104.625000 Penalty: 4408.959961
	Iteration 18Q: 3 clusters Score -1147105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1147106.625000 Penalty: 4408.959961
	Iteration 19Q: 3 clusters Score -1147107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1147107.250000 Penalty: 4408.959961
	Iteration 20F: 3 clusters Score -1147107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1147104.125000 Penalty: 4408.959961
	Iteration 21Q: 3 clusters Score -1147104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1147105.000000 Penalty: 4408.959961
	Iteration 22Q: 3 clusters Score -1147105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1147105.000000 Penalty: 4408.959961
	Iteration 23F: 3 clusters Score -1147105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -506129.593750 Penalty: 2017.347900
	Iteration 0F: 2 clusters Score -506129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -502643.250000 Penalty: 4034.695801
	Iteration 0F: 3 clusters Score -502643.2 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -503430.625000 Penalty: 4034.695801
	Iteration 1F: 3 clusters Score -503430.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -503636.937500 Penalty: 4034.695801
	Iteration 2F: 3 clusters Score -503636.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -503753.312500 Penalty: 4034.695801
	Iteration 3Q: 3 clusters Score -503753.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -503862.843750 Penalty: 4034.695801
	Iteration 4Q: 3 clusters Score -503862.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -503968.125000 Penalty: 4034.695801
	Iteration 5Q: 3 clusters Score -503968.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -504065.218750 Penalty: 4034.695801
	Iteration 6Q: 3 clusters Score -504065.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -504154.625000 Penalty: 4034.695801
	Iteration 7Q: 3 clusters Score -504154.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -504240.000000 Penalty: 4034.695801
	Iteration 8Q: 3 clusters Score -504240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -504315.062500 Penalty: 4034.695801
	Iteration 9Q: 3 clusters Score -504315.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -504394.968750 Penalty: 4034.695801
	Iteration 10Q: 3 clusters Score -504395 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -504465.531250 Penalty: 4034.695801
	Iteration 11Q: 3 clusters Score -504465.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -504531.812500 Penalty: 4034.695801
	Iteration 12Q: 3 clusters Score -504531.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -504583.781250 Penalty: 4034.695801
	Iteration 13Q: 3 clusters Score -504583.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -504630.406250 Penalty: 4034.695801
	Iteration 14Q: 3 clusters Score -504630.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -504670.593750 Penalty: 4034.695801
	Iteration 15Q: 3 clusters Score -504670.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -504709.812500 Penalty: 4034.695801
	Iteration 16Q: 3 clusters Score -504709.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -504737.937500 Penalty: 4034.695801
	Iteration 17Q: 3 clusters Score -504737.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -504761.187500 Penalty: 4034.695801
	Iteration 18Q: 3 clusters Score -504761.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -504779.093750 Penalty: 4034.695801
	Iteration 19Q: 3 clusters Score -504779.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -504792.218750 Penalty: 4034.695801
	Iteration 20F: 3 clusters Score -504792.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -504796.500000 Penalty: 4034.695801
	Iteration 21Q: 3 clusters Score -504796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -504803.937500 Penalty: 4034.695801
	Iteration 22Q: 3 clusters Score -504803.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -504811.812500 Penalty: 4034.695801
	Iteration 23Q: 3 clusters Score -504811.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -504819.281250 Penalty: 4034.695801
	Iteration 24Q: 3 clusters Score -504819.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -504825.250000 Penalty: 4034.695801
	Iteration 25Q: 3 clusters Score -504825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -504829.312500 Penalty: 4034.695801
	Iteration 26Q: 3 clusters Score -504829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -504831.062500 Penalty: 4034.695801
	Iteration 27Q: 3 clusters Score -504831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -504834.093750 Penalty: 4034.695801
	Iteration 28Q: 3 clusters Score -504834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -504838.437500 Penalty: 4034.695801
	Iteration 29Q: 3 clusters Score -504838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -504842.031250 Penalty: 4034.695801
	Iteration 30Q: 3 clusters Score -504842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -504843.125000 Penalty: 4034.695801
	Iteration 31Q: 3 clusters Score -504843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -504846.781250 Penalty: 4034.695801
	Iteration 32Q: 3 clusters Score -504846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -504851.000000 Penalty: 4034.695801
	Iteration 33Q: 3 clusters Score -504851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -504852.500000 Penalty: 4034.695801
	Iteration 34Q: 3 clusters Score -504852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -504854.968750 Penalty: 4034.695801
	Iteration 35Q: 3 clusters Score -504855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -504855.625000 Penalty: 4034.695801
	Iteration 36Q: 3 clusters Score -504855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -504856.625000 Penalty: 4034.695801
	Iteration 37Q: 3 clusters Score -504856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -504858.656250 Penalty: 4034.695801
	Iteration 38Q: 3 clusters Score -504858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -504859.250000 Penalty: 4034.695801
	Iteration 39Q: 3 clusters Score -504859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -504859.250000 Penalty: 4034.695801
	Iteration 40F: 3 clusters Score -504859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Entering Unmasked Estep 
Score: -549013.687500 Penalty: 2039.393066
	Iteration 0F: 2 clusters Score -549013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -545294.187500 Penalty: 4078.786133
	Iteration 0F: 3 clusters Score -545294.2 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -546210.000000 Penalty: 4078.786133
	Iteration 1F: 3 clusters Score -546210 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -546592.125000 Penalty: 4078.786133
	Iteration 2F: 3 clusters Score -546592.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -547046.000000 Penalty: 4078.786133
	Iteration 3F: 3 clusters Score -547046 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -547597.250000 Penalty: 4078.786133
	Iteration 4F: 3 clusters Score -547597.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -548084.625000 Penalty: 4078.786133
	Iteration 5F: 3 clusters Score -548084.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -548468.125000 Penalty: 4078.786133
	Iteration 6F: 3 clusters Score -548468.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -548697.937500 Penalty: 4078.786133
	Iteration 7Q: 3 clusters Score -548697.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -548831.562500 Penalty: 4078.786133
	Iteration 8Q: 3 clusters Score -548831.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -548922.812500 Penalty: 4078.786133
	Iteration 9Q: 3 clusters Score -548922.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -548965.000000 Penalty: 4078.786133
	Iteration 10Q: 3 clusters Score -548965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -548986.437500 Penalty: 4078.786133
	Iteration 11Q: 3 clusters Score -548986.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -549000.562500 Penalty: 4078.786133
	Iteration 12Q: 3 clusters Score -549000.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -549010.500000 Penalty: 4078.786133
	Iteration 13Q: 3 clusters Score -549010.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -549018.062500 Penalty: 4078.786133
	Iteration 14Q: 3 clusters Score -549018.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -549023.000000 Penalty: 4078.786133
	Iteration 15Q: 3 clusters Score -549023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -549024.687500 Penalty: 4078.786133
	Iteration 16Q: 3 clusters Score -549024.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -549027.187500 Penalty: 4078.786133
	Iteration 17Q: 3 clusters Score -549027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -549027.812500 Penalty: 4078.786133
	Iteration 18Q: 3 clusters Score -549027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -549028.687500 Penalty: 4078.786133
	Iteration 19Q: 3 clusters Score -549028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -549028.687500 Penalty: 4078.786133
	Iteration 20F: 3 clusters Score -549028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 113502 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131272 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 2183 members 
Mstep: Class 26 contains 30971 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8533 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Mstep: Class 36 contains 1544 members 
Entering Unmasked Estep 
Score: -86719704.000000 Penalty: 118243.585938
Splitting cluster 25 changes total score from -86720960.000000 to -86719704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (30971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Entering Unmasked Estep 
Score: -4786469.500000 Penalty: 2564.520020
	Iteration 0F: 2 clusters Score -4786470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -4765226.000000 Penalty: 5129.040039
	Iteration 0F: 3 clusters Score -4765226 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4772826.000000 Penalty: 5129.040039
	Iteration 1F: 3 clusters Score -4772826 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4773267.000000 Penalty: 5129.040039
	Iteration 2Q: 3 clusters Score -4773267 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4773599.000000 Penalty: 5129.040039
	Iteration 3Q: 3 clusters Score -4773599 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4773886.500000 Penalty: 5129.040039
	Iteration 4Q: 3 clusters Score -4773886 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4774215.000000 Penalty: 5129.040039
	Iteration 5Q: 3 clusters Score -4774215 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4774630.000000 Penalty: 5129.040039
	Iteration 6Q: 3 clusters Score -4774630 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4775232.500000 Penalty: 5129.040039
	Iteration 7Q: 3 clusters Score -4775232 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4776165.000000 Penalty: 5129.040039
	Iteration 8F: 3 clusters Score -4776165 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4777607.000000 Penalty: 5129.040039
	Iteration 9F: 3 clusters Score -4777607 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4779526.000000 Penalty: 5129.040039
	Iteration 10F: 3 clusters Score -4779526 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -4781460.000000 Penalty: 5129.040039
	Iteration 11F: 3 clusters Score -4781460 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4782895.000000 Penalty: 5129.040039
	Iteration 12Q: 3 clusters Score -4782895 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4783626.500000 Penalty: 5129.040039
	Iteration 13Q: 3 clusters Score -4783626 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4783927.500000 Penalty: 5129.040039
	Iteration 14Q: 3 clusters Score -4783928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -4784060.000000 Penalty: 5129.040039
	Iteration 15Q: 3 clusters Score -4784060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4784132.000000 Penalty: 5129.040039
	Iteration 16Q: 3 clusters Score -4784132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -4784175.000000 Penalty: 5129.040039
	Iteration 17Q: 3 clusters Score -4784175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4784180.500000 Penalty: 5129.040039
	Iteration 18Q: 3 clusters Score -4784180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -4784183.000000 Penalty: 5129.040039
	Iteration 19Q: 3 clusters Score -4784183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -4784184.500000 Penalty: 5129.040039
	Iteration 20F: 3 clusters Score -4784184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4784183.000000 Penalty: 5129.040039
	Iteration 21Q: 3 clusters Score -4784183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4784183.000000 Penalty: 5129.040039
	Iteration 22F: 3 clusters Score -4784183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -119654.812500 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -119654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117957.992188 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -117958 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118556.531250 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -118556.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -119051.632812 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -119051.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -119343.664062 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -119343.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -119425.343750 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -119425.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -119484.710938 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -119484.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -119515.554688 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -119515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -119544.703125 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -119544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -119565.703125 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -119565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -119579.531250 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -119579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -119584.515625 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -119584.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119591.382812 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -119591.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -119600.484375 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -119600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -119602.351562 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -119602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -119602.351562 Penalty: 3360.014893
	Iteration 14F: 3 clusters Score -119602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Entering Unmasked Estep 
Score: -1350320.375000 Penalty: 2244.820557
	Iteration 0F: 2 clusters Score -1350320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1343675.125000 Penalty: 4489.641113
	Iteration 0F: 3 clusters Score -1343675 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1345698.625000 Penalty: 4489.641113
	Iteration 1F: 3 clusters Score -1345699 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1346268.000000 Penalty: 4489.641113
	Iteration 2F: 3 clusters Score -1346268 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1346877.500000 Penalty: 4489.641113
	Iteration 3F: 3 clusters Score -1346878 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1347393.125000 Penalty: 4489.641113
	Iteration 4F: 3 clusters Score -1347393 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1347773.875000 Penalty: 4489.641113
	Iteration 5F: 3 clusters Score -1347774 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1348044.750000 Penalty: 4489.641113
	Iteration 6Q: 3 clusters Score -1348045 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1348228.125000 Penalty: 4489.641113
	Iteration 7Q: 3 clusters Score -1348228 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1348361.125000 Penalty: 4489.641113
	Iteration 8Q: 3 clusters Score -1348361 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1348448.000000 Penalty: 4489.641113
	Iteration 9Q: 3 clusters Score -1348448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1348525.875000 Penalty: 4489.641113
	Iteration 10Q: 3 clusters Score -1348526 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1348581.250000 Penalty: 4489.641113
	Iteration 11Q: 3 clusters Score -1348581 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1348624.250000 Penalty: 4489.641113
	Iteration 12Q: 3 clusters Score -1348624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1348663.250000 Penalty: 4489.641113
	Iteration 13Q: 3 clusters Score -1348663 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1348692.375000 Penalty: 4489.641113
	Iteration 14Q: 3 clusters Score -1348692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1348716.750000 Penalty: 4489.641113
	Iteration 15Q: 3 clusters Score -1348717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1348735.750000 Penalty: 4489.641113
	Iteration 16Q: 3 clusters Score -1348736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1348753.500000 Penalty: 4489.641113
	Iteration 17Q: 3 clusters Score -1348754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1348762.500000 Penalty: 4489.641113
	Iteration 18Q: 3 clusters Score -1348762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1348780.750000 Penalty: 4489.641113
	Iteration 19Q: 3 clusters Score -1348781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1348797.625000 Penalty: 4489.641113
	Iteration 20F: 3 clusters Score -1348798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1348814.125000 Penalty: 4489.641113
	Iteration 21Q: 3 clusters Score -1348814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1348829.625000 Penalty: 4489.641113
	Iteration 22Q: 3 clusters Score -1348830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1348842.000000 Penalty: 4489.641113
	Iteration 23Q: 3 clusters Score -1348842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1348845.250000 Penalty: 4489.641113
	Iteration 24Q: 3 clusters Score -1348845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1348846.375000 Penalty: 4489.641113
	Iteration 25Q: 3 clusters Score -1348846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1348849.250000 Penalty: 4489.641113
	Iteration 26Q: 3 clusters Score -1348849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1348856.375000 Penalty: 4489.641113
	Iteration 27Q: 3 clusters Score -1348856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1348863.250000 Penalty: 4489.641113
	Iteration 28Q: 3 clusters Score -1348863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1348868.875000 Penalty: 4489.641113
	Iteration 29Q: 3 clusters Score -1348869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1348871.750000 Penalty: 4489.641113
	Iteration 30Q: 3 clusters Score -1348872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1348876.250000 Penalty: 4489.641113
	Iteration 31Q: 3 clusters Score -1348876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1348882.000000 Penalty: 4489.641113
	Iteration 32Q: 3 clusters Score -1348882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1348887.375000 Penalty: 4489.641113
	Iteration 33Q: 3 clusters Score -1348887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1348886.125000 Penalty: 4489.641113
	Iteration 34Q: 3 clusters Score -1348886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1348887.625000 Penalty: 4489.641113
	Iteration 35Q: 3 clusters Score -1348888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1348889.125000 Penalty: 4489.641113
	Iteration 36Q: 3 clusters Score -1348889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1348888.750000 Penalty: 4489.641113
	Iteration 37Q: 3 clusters Score -1348889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1348888.750000 Penalty: 4489.641113
	Iteration 38F: 3 clusters Score -1348889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -83630.679688 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -83630.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82046.867188 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -82046.87 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82286.289062 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -82286.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82388.218750 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -82388.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82482.125000 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -82482.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -82601.406250 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -82601.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82736.046875 Penalty: 3196.289062
	Iteration 5F: 3 clusters Score -82736.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82891.921875 Penalty: 3196.289062
	Iteration 6F: 3 clusters Score -82891.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82981.632812 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -82981.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -83022.421875 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -83022.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -83049.789062 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -83049.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -83063.976562 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -83063.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -83071.523438 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -83071.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -83071.523438 Penalty: 3196.289062
	Iteration 12F: 3 clusters Score -83071.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -217301.953125 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -217302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -214947.046875 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -214947 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -215368.187500 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -215368.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -215585.546875 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -215585.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -215800.859375 Penalty: 3641.375977
	Iteration 3F: 3 clusters Score -215800.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -216037.671875 Penalty: 3641.375977
	Iteration 4F: 3 clusters Score -216037.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -216227.609375 Penalty: 3641.375977
	Iteration 5F: 3 clusters Score -216227.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -216387.484375 Penalty: 3641.375977
	Iteration 6F: 3 clusters Score -216387.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -216485.125000 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -216485.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -216544.234375 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -216544.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -216574.484375 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -216574.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -216602.203125 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -216602.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -216631.093750 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -216631.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216660.812500 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -216660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -216681.312500 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -216681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -216691.281250 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -216691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -216714.187500 Penalty: 3641.375977
	Iteration 15Q: 3 clusters Score -216714.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -216728.078125 Penalty: 3641.375977
	Iteration 16Q: 3 clusters Score -216728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -216743.656250 Penalty: 3641.375977
	Iteration 17Q: 3 clusters Score -216743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -216770.671875 Penalty: 3641.375977
	Iteration 18Q: 3 clusters Score -216770.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -216789.890625 Penalty: 3641.375977
	Iteration 19Q: 3 clusters Score -216789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -216817.484375 Penalty: 3641.375977
	Iteration 20F: 3 clusters Score -216817.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -216847.140625 Penalty: 3641.375977
	Iteration 21Q: 3 clusters Score -216847.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216871.359375 Penalty: 3641.375977
	Iteration 22Q: 3 clusters Score -216871.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216878.296875 Penalty: 3641.375977
	Iteration 23Q: 3 clusters Score -216878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216882.906250 Penalty: 3641.375977
	Iteration 24Q: 3 clusters Score -216882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216886.453125 Penalty: 3641.375977
	Iteration 25Q: 3 clusters Score -216886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -216890.093750 Penalty: 3641.375977
	Iteration 26Q: 3 clusters Score -216890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216890.953125 Penalty: 3641.375977
	Iteration 27Q: 3 clusters Score -216891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -216891.671875 Penalty: 3641.375977
	Iteration 28Q: 3 clusters Score -216891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216891.953125 Penalty: 3641.375977
	Iteration 29Q: 3 clusters Score -216892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -216891.953125 Penalty: 3641.375977
	Iteration 30F: 3 clusters Score -216892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -47062.511719 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -47062.51 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 169 members 
Entering Unmasked Estep 
Score: -45745.617188 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -45745.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45897.054688 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -45897.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45924.625000 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -45924.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45941.363281 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -45941.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45946.718750 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -45946.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45946.718750 Penalty: 2873.334717
	Iteration 5F: 3 clusters Score -45946.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -107389.539062 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -107389.5 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 459 members 
Entering Unmasked Estep 
Score: -105638.062500 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -105638.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106194.351562 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -106194.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106687.367188 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -106687.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -106997.945312 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -106997.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107161.312500 Penalty: 3383.269287
	Iteration 4F: 3 clusters Score -107161.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -107274.187500 Penalty: 3383.269287
	Iteration 5Q: 3 clusters Score -107274.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -107353.476562 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -107353.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -107372.351562 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -107372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -107380.398438 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -107380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -107381.140625 Penalty: 3383.269287
	Iteration 9Q: 3 clusters Score -107381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -107381.671875 Penalty: 3383.269287
	Iteration 10F: 3 clusters Score -107381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107392.000000 Penalty: 3383.269287
	Iteration 11Q: 3 clusters Score -107392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -107397.828125 Penalty: 3383.269287
	Iteration 12Q: 3 clusters Score -107397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107398.242188 Penalty: 3383.269287
	Iteration 13Q: 3 clusters Score -107398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107398.242188 Penalty: 3383.269287
	Iteration 14F: 3 clusters Score -107398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 113502 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131272 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30971 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8533 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 662 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Mstep: Class 36 contains 255 members 
Entering Unmasked Estep 
Score: -86719360.000000 Penalty: 118243.585938
Splitting cluster 32 changes total score from -86720960.000000 to -86719360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -30370.382812 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -30370.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29324.582031 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -29324.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29444.796875 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -29444.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29543.533203 Penalty: 2690.775146
	Iteration 2F: 3 clusters Score -29543.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29579.537109 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -29579.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29582.656250 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -29582.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29582.656250 Penalty: 2690.775146
	Iteration 5F: 3 clusters Score -29582.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -287095.250000 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -287095.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -284613.343750 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -284613.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -285010.937500 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -285010.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -285118.500000 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -285118.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -285178.656250 Penalty: 3721.358154
	Iteration 3Q: 3 clusters Score -285178.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -285209.843750 Penalty: 3721.358154
	Iteration 4Q: 3 clusters Score -285209.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -285228.906250 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -285228.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -285239.843750 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -285239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -285247.781250 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -285247.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -285255.687500 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -285255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -285258.593750 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -285258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -285259.687500 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -285259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -285259.687500 Penalty: 3721.358154
	Iteration 11F: 3 clusters Score -285259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -91765.914062 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -91765.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90087.757812 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -90087.76 nChanged 202
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: -90440.625000 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -90440.62 nChanged 65
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: -90620.289062 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -90620.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90812.914062 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -90812.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90976.593750 Penalty: 3288.819092
	Iteration 4F: 3 clusters Score -90976.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91106.187500 Penalty: 3288.819092
	Iteration 5F: 3 clusters Score -91106.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91188.695312 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -91188.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91320.789062 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -91320.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91405.515625 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -91405.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91442.539062 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -91442.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91457.453125 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -91457.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91473.492188 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -91473.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91486.328125 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -91486.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91488.437500 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -91488.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91488.437500 Penalty: 3288.819092
	Iteration 14F: 3 clusters Score -91488.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105823 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5309 members 
Mstep: Class 7 contains 22962 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 113502 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131272 members 
Mstep: Class 16 contains 12777 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30971 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8533 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86720944.000000 Penalty: 114959.039062
Iteration 159Q: 36 clusters Score -8.672094e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22958 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 113506 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131262 members 
Mstep: Class 16 contains 12779 members 
Mstep: Class 17 contains 314 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30976 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8535 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721056.000000 Penalty: 114959.039062
Iteration 160F: 36 clusters Score -8.672106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22953 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113517 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131256 members 
Mstep: Class 16 contains 12783 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7251 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30977 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8534 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721112.000000 Penalty: 114959.039062
Iteration 161Q: 36 clusters Score -8.672111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 34719 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22951 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113521 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131256 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7250 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30977 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8535 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1813 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721120.000000 Penalty: 114959.039062
Iteration 162Q: 36 clusters Score -8.672112e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22948 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113514 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23165 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131265 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10549 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7250 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30976 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8536 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721064.000000 Penalty: 114959.039062
Iteration 163Q: 36 clusters Score -8.672106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22944 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113510 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131267 members 
Mstep: Class 16 contains 12787 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7250 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30978 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8537 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721096.000000 Penalty: 114959.039062
Iteration 164Q: 36 clusters Score -8.67211e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5307 members 
Mstep: Class 7 contains 22940 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113507 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23163 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131269 members 
Mstep: Class 16 contains 12788 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7250 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30981 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721160.000000 Penalty: 114959.039062
Iteration 165Q: 36 clusters Score -8.672116e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22936 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113505 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131278 members 
Mstep: Class 16 contains 12787 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30983 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721104.000000 Penalty: 114959.039062
Iteration 166Q: 36 clusters Score -8.67211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105818 members 
Mstep: Class 2 contains 34714 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22929 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113505 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5951 members 
Mstep: Class 15 contains 131284 members 
Mstep: Class 16 contains 12788 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30984 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721008.000000 Penalty: 114959.039062
Iteration 167Q: 36 clusters Score -8.672101e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 34714 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22920 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113510 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 131290 members 
Mstep: Class 16 contains 12788 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10551 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30986 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721080.000000 Penalty: 114959.039062
Iteration 168Q: 36 clusters Score -8.672108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 34714 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22915 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113513 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 131288 members 
Mstep: Class 16 contains 12788 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12803 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30992 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721032.000000 Penalty: 114959.039062
Iteration 169Q: 36 clusters Score -8.672103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105814 members 
Mstep: Class 2 contains 34714 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22914 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113516 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 131280 members 
Mstep: Class 16 contains 12787 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3727 members 
Mstep: Class 26 contains 30998 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721088.000000 Penalty: 114959.039062
Iteration 170Q: 36 clusters Score -8.672109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105813 members 
Mstep: Class 2 contains 34714 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22912 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113521 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 131274 members 
Mstep: Class 16 contains 12787 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10549 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31002 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721104.000000 Penalty: 114959.039062
Iteration 171Q: 36 clusters Score -8.67211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22908 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113523 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 131271 members 
Mstep: Class 16 contains 12787 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10548 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7249 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31005 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721160.000000 Penalty: 114959.039062
Iteration 172Q: 36 clusters Score -8.672116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22904 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113531 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 131259 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7251 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31010 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721080.000000 Penalty: 114959.039062
Iteration 173Q: 36 clusters Score -8.672108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22900 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113535 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5950 members 
Mstep: Class 15 contains 131257 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7251 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31013 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721160.000000 Penalty: 114959.039062
Iteration 174Q: 36 clusters Score -8.672116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 34719 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 22898 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113531 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131262 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7251 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31012 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721144.000000 Penalty: 114959.039062
Iteration 175Q: 36 clusters Score -8.672114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 34719 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22895 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113531 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131261 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10548 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7251 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31013 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721152.000000 Penalty: 114959.039062
Iteration 176Q: 36 clusters Score -8.672115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 34719 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22893 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113530 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131264 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7251 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31013 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8539 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721168.000000 Penalty: 114959.039062
Iteration 177Q: 36 clusters Score -8.672117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105820 members 
Mstep: Class 2 contains 34718 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22893 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113528 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131263 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10546 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12805 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721200.000000 Penalty: 114959.039062
Iteration 178Q: 36 clusters Score -8.67212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105821 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22891 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113524 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131268 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3412 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721208.000000 Penalty: 114959.039062
Iteration 179Q: 36 clusters Score -8.672121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22891 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131272 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3412 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721224.000000 Penalty: 114959.039062
Iteration 180F: 36 clusters Score -8.672122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22892 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113526 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131268 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721216.000000 Penalty: 114959.039062
Iteration 181Q: 36 clusters Score -8.672122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22893 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131269 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721224.000000 Penalty: 114959.039062
Iteration 182Q: 36 clusters Score -8.672122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22893 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113526 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131268 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721208.000000 Penalty: 114959.039062
Iteration 183Q: 36 clusters Score -8.672121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22892 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113527 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131268 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721216.000000 Penalty: 114959.039062
Iteration 184Q: 36 clusters Score -8.672122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22890 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131270 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721240.000000 Penalty: 114959.039062
Iteration 185Q: 36 clusters Score -8.672124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105816 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131272 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31015 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721232.000000 Penalty: 114959.039062
Iteration 186Q: 36 clusters Score -8.672123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34717 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113524 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721248.000000 Penalty: 114959.039062
Iteration 187Q: 36 clusters Score -8.672125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721248.000000 Penalty: 114959.039062
Iteration 188Q: 36 clusters Score -8.672125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86721248.000000 Penalty: 114959.039062
Iteration 189F: 36 clusters Score -8.672125e+07 nChanged 0
Entering ConstructFrom: 
Score: -86721248.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (105815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Entering Unmasked Estep 
Score: -16690971.000000 Penalty: 2869.222900
	Iteration 0F: 2 clusters Score -1.669097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -16623884.000000 Penalty: 5738.445801
	Iteration 0F: 3 clusters Score -1.662388e+07 nChanged 50080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -16653075.000000 Penalty: 5738.445801
	Iteration 1F: 3 clusters Score -1.665308e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -16654290.000000 Penalty: 5738.445801
	Iteration 2Q: 3 clusters Score -1.665429e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -16655916.000000 Penalty: 5738.445801
	Iteration 3Q: 3 clusters Score -1.665592e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -16657871.000000 Penalty: 5738.445801
	Iteration 4Q: 3 clusters Score -1.665787e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -16661170.000000 Penalty: 5738.445801
	Iteration 5F: 3 clusters Score -1.666117e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68438 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -16665932.000000 Penalty: 5738.445801
	Iteration 6F: 3 clusters Score -1.666593e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -16671898.000000 Penalty: 5738.445801
	Iteration 7F: 3 clusters Score -1.66719e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -16677106.000000 Penalty: 5738.445801
	Iteration 8F: 3 clusters Score -1.667711e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -16679779.000000 Penalty: 5738.445801
	Iteration 9Q: 3 clusters Score -1.667978e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -16680876.000000 Penalty: 5738.445801
	Iteration 10Q: 3 clusters Score -1.668088e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81692 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -16681521.000000 Penalty: 5738.445801
	Iteration 11Q: 3 clusters Score -1.668152e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -16682348.000000 Penalty: 5738.445801
	Iteration 12Q: 3 clusters Score -1.668235e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -16682983.000000 Penalty: 5738.445801
	Iteration 13Q: 3 clusters Score -1.668298e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -16683590.000000 Penalty: 5738.445801
	Iteration 14Q: 3 clusters Score -1.668359e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -16684191.000000 Penalty: 5738.445801
	Iteration 15Q: 3 clusters Score -1.668419e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -16684696.000000 Penalty: 5738.445801
	Iteration 16Q: 3 clusters Score -1.66847e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -16685253.000000 Penalty: 5738.445801
	Iteration 17Q: 3 clusters Score -1.668525e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -16685712.000000 Penalty: 5738.445801
	Iteration 18Q: 3 clusters Score -1.668571e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -16686142.000000 Penalty: 5738.445801
	Iteration 19Q: 3 clusters Score -1.668614e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -16686565.000000 Penalty: 5738.445801
	Iteration 20F: 3 clusters Score -1.668656e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -16686991.000000 Penalty: 5738.445801
	Iteration 21Q: 3 clusters Score -1.668699e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -16687450.000000 Penalty: 5738.445801
	Iteration 22Q: 3 clusters Score -1.668745e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -16687861.000000 Penalty: 5738.445801
	Iteration 23Q: 3 clusters Score -1.668786e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -16688324.000000 Penalty: 5738.445801
	Iteration 24Q: 3 clusters Score -1.668832e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -16688619.000000 Penalty: 5738.445801
	Iteration 25Q: 3 clusters Score -1.668862e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -16688850.000000 Penalty: 5738.445801
	Iteration 26Q: 3 clusters Score -1.668885e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -16689007.000000 Penalty: 5738.445801
	Iteration 27Q: 3 clusters Score -1.668901e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102344 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -16689103.000000 Penalty: 5738.445801
	Iteration 28Q: 3 clusters Score -1.66891e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103101 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -16689182.000000 Penalty: 5738.445801
	Iteration 29Q: 3 clusters Score -1.668918e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -16689204.000000 Penalty: 5738.445801
	Iteration 30Q: 3 clusters Score -1.66892e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104191 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -16689210.000000 Penalty: 5738.445801
	Iteration 31Q: 3 clusters Score -1.668921e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -16689258.000000 Penalty: 5738.445801
	Iteration 32Q: 3 clusters Score -1.668926e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -16689291.000000 Penalty: 5738.445801
	Iteration 33Q: 3 clusters Score -1.668929e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104782 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -16689271.000000 Penalty: 5738.445801
	Iteration 34Q: 3 clusters Score -1.668927e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -16689242.000000 Penalty: 5738.445801
	Iteration 35Q: 3 clusters Score -1.668924e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16689242.000000 Penalty: 5738.445801
	Iteration 36Q: 3 clusters Score -1.668924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -16689245.000000 Penalty: 5738.445801
	Iteration 37Q: 3 clusters Score -1.668924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104982 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -16689229.000000 Penalty: 5738.445801
	Iteration 38Q: 3 clusters Score -1.668923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16689204.000000 Penalty: 5738.445801
	Iteration 39Q: 3 clusters Score -1.66892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16689184.000000 Penalty: 5738.445801
	Iteration 40F: 3 clusters Score -1.668918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105033 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -16689186.000000 Penalty: 5738.445801
	Iteration 41Q: 3 clusters Score -1.668919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105039 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16689175.000000 Penalty: 5738.445801
	Iteration 42Q: 3 clusters Score -1.668918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16689177.000000 Penalty: 5738.445801
	Iteration 43Q: 3 clusters Score -1.668918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16689171.000000 Penalty: 5738.445801
	Iteration 44Q: 3 clusters Score -1.668917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105052 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -16689174.000000 Penalty: 5738.445801
	Iteration 45Q: 3 clusters Score -1.668917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105057 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -16689182.000000 Penalty: 5738.445801
	Iteration 46Q: 3 clusters Score -1.668918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16689171.000000 Penalty: 5738.445801
	Iteration 47Q: 3 clusters Score -1.668917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105065 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16689176.000000 Penalty: 5738.445801
	Iteration 48Q: 3 clusters Score -1.668918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16689162.000000 Penalty: 5738.445801
	Iteration 49Q: 3 clusters Score -1.668916e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16689162.000000 Penalty: 5738.445801
	Iteration 50F: 3 clusters Score -1.668916e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Entering Unmasked Estep 
Score: -5380258.500000 Penalty: 2592.829102
	Iteration 0F: 2 clusters Score -5380258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -5356698.000000 Penalty: 5185.658203
	Iteration 0F: 3 clusters Score -5356698 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5365202.000000 Penalty: 5185.658203
	Iteration 1F: 3 clusters Score -5365202 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5365790.000000 Penalty: 5185.658203
	Iteration 2Q: 3 clusters Score -5365790 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5366465.500000 Penalty: 5185.658203
	Iteration 3Q: 3 clusters Score -5366466 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5367280.500000 Penalty: 5185.658203
	Iteration 4F: 3 clusters Score -5367280 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -5368394.000000 Penalty: 5185.658203
	Iteration 5F: 3 clusters Score -5368394 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -5369908.000000 Penalty: 5185.658203
	Iteration 6F: 3 clusters Score -5369908 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -5371677.000000 Penalty: 5185.658203
	Iteration 7F: 3 clusters Score -5371677 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5373465.500000 Penalty: 5185.658203
	Iteration 8F: 3 clusters Score -5373466 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -5375035.500000 Penalty: 5185.658203
	Iteration 9F: 3 clusters Score -5375036 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5376301.500000 Penalty: 5185.658203
	Iteration 10Q: 3 clusters Score -5376302 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -5377069.500000 Penalty: 5185.658203
	Iteration 11Q: 3 clusters Score -5377070 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -5377477.000000 Penalty: 5185.658203
	Iteration 12Q: 3 clusters Score -5377477 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -5377710.000000 Penalty: 5185.658203
	Iteration 13Q: 3 clusters Score -5377710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -5377825.500000 Penalty: 5185.658203
	Iteration 14Q: 3 clusters Score -5377826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -5377894.000000 Penalty: 5185.658203
	Iteration 15Q: 3 clusters Score -5377894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -5377931.000000 Penalty: 5185.658203
	Iteration 16Q: 3 clusters Score -5377931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5377964.500000 Penalty: 5185.658203
	Iteration 17Q: 3 clusters Score -5377964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -5377982.500000 Penalty: 5185.658203
	Iteration 18Q: 3 clusters Score -5377982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5377997.000000 Penalty: 5185.658203
	Iteration 19Q: 3 clusters Score -5377997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -5378004.500000 Penalty: 5185.658203
	Iteration 20F: 3 clusters Score -5378004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -5378003.500000 Penalty: 5185.658203
	Iteration 21Q: 3 clusters Score -5378004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -5378005.500000 Penalty: 5185.658203
	Iteration 22Q: 3 clusters Score -5378006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -5378005.500000 Penalty: 5185.658203
	Iteration 23F: 3 clusters Score -5378006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -247535.906250 Penalty: 1853.180176
	Iteration 0F: 2 clusters Score -247535.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -245162.750000 Penalty: 3706.360352
	Iteration 0F: 3 clusters Score -245162.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -245901.078125 Penalty: 3706.360352
	Iteration 1F: 3 clusters Score -245901.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -246481.953125 Penalty: 3706.360352
	Iteration 2F: 3 clusters Score -246482 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -246855.515625 Penalty: 3706.360352
	Iteration 3F: 3 clusters Score -246855.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -247109.343750 Penalty: 3706.360352
	Iteration 4F: 3 clusters Score -247109.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -247283.562500 Penalty: 3706.360352
	Iteration 5Q: 3 clusters Score -247283.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -247413.890625 Penalty: 3706.360352
	Iteration 6Q: 3 clusters Score -247413.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -247474.343750 Penalty: 3706.360352
	Iteration 7Q: 3 clusters Score -247474.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -247506.000000 Penalty: 3706.360352
	Iteration 8Q: 3 clusters Score -247506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -247535.218750 Penalty: 3706.360352
	Iteration 9Q: 3 clusters Score -247535.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -247555.140625 Penalty: 3706.360352
	Iteration 10Q: 3 clusters Score -247555.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -247565.625000 Penalty: 3706.360352
	Iteration 11Q: 3 clusters Score -247565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -247570.437500 Penalty: 3706.360352
	Iteration 12Q: 3 clusters Score -247570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -247574.453125 Penalty: 3706.360352
	Iteration 13Q: 3 clusters Score -247574.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -247579.093750 Penalty: 3706.360352
	Iteration 14Q: 3 clusters Score -247579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -247580.843750 Penalty: 3706.360352
	Iteration 15Q: 3 clusters Score -247580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -247581.921875 Penalty: 3706.360352
	Iteration 16Q: 3 clusters Score -247581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -247581.921875 Penalty: 3706.360352
	Iteration 17F: 3 clusters Score -247581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 559 members 
Entering Unmasked Estep 
Score: -86719752.000000 Penalty: 118243.585938
Splitting cluster 3 changes total score from -86721248.000000 to -86719752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -255186.234375 Penalty: 1857.928101
	Iteration 0F: 2 clusters Score -255186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -252696.171875 Penalty: 3715.856201
	Iteration 0F: 3 clusters Score -252696.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -253371.578125 Penalty: 3715.856201
	Iteration 1F: 3 clusters Score -253371.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -253799.921875 Penalty: 3715.856201
	Iteration 2F: 3 clusters Score -253799.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -254228.250000 Penalty: 3715.856201
	Iteration 3F: 3 clusters Score -254228.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -254542.781250 Penalty: 3715.856201
	Iteration 4F: 3 clusters Score -254542.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -254741.484375 Penalty: 3715.856201
	Iteration 5F: 3 clusters Score -254741.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -254834.906250 Penalty: 3715.856201
	Iteration 6Q: 3 clusters Score -254834.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -254878.000000 Penalty: 3715.856201
	Iteration 7Q: 3 clusters Score -254878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -254896.390625 Penalty: 3715.856201
	Iteration 8Q: 3 clusters Score -254896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -254901.296875 Penalty: 3715.856201
	Iteration 9Q: 3 clusters Score -254901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -254903.296875 Penalty: 3715.856201
	Iteration 10Q: 3 clusters Score -254903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -254903.296875 Penalty: 3715.856201
	Iteration 11F: 3 clusters Score -254903.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -71524.445312 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -71524.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69976.867188 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -69976.87 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70217.125000 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -70217.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70279.515625 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -70279.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70296.203125 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -70296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70314.523438 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -70314.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70325.039062 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -70325.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70326.132812 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -70326.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70326.906250 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -70326.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70326.906250 Penalty: 3089.341309
	Iteration 8F: 3 clusters Score -70326.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -809250.312500 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -809250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -804572.250000 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -804572.2 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -805700.812500 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -805700.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -805914.437500 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -805914.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -806055.312500 Penalty: 4253.896484
	Iteration 3Q: 3 clusters Score -806055.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -806157.187500 Penalty: 4253.896484
	Iteration 4Q: 3 clusters Score -806157.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -806253.062500 Penalty: 4253.896484
	Iteration 5Q: 3 clusters Score -806253.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -806320.812500 Penalty: 4253.896484
	Iteration 6Q: 3 clusters Score -806320.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -806371.875000 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -806371.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -806414.125000 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -806414.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -806448.312500 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -806448.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -806477.187500 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -806477.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -806505.750000 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -806505.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -806551.312500 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -806551.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -806598.875000 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -806598.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -806647.062500 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -806647.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -806685.750000 Penalty: 4253.896484
	Iteration 15Q: 3 clusters Score -806685.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -806723.812500 Penalty: 4253.896484
	Iteration 16Q: 3 clusters Score -806723.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -806762.937500 Penalty: 4253.896484
	Iteration 17Q: 3 clusters Score -806762.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -806803.437500 Penalty: 4253.896484
	Iteration 18Q: 3 clusters Score -806803.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -806860.437500 Penalty: 4253.896484
	Iteration 19Q: 3 clusters Score -806860.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -806918.937500 Penalty: 4253.896484
	Iteration 20F: 3 clusters Score -806918.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -806993.187500 Penalty: 4253.896484
	Iteration 21Q: 3 clusters Score -806993.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -807081.562500 Penalty: 4253.896484
	Iteration 22Q: 3 clusters Score -807081.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -807189.875000 Penalty: 4253.896484
	Iteration 23Q: 3 clusters Score -807189.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -807301.500000 Penalty: 4253.896484
	Iteration 24Q: 3 clusters Score -807301.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -807400.125000 Penalty: 4253.896484
	Iteration 25Q: 3 clusters Score -807400.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -807485.312500 Penalty: 4253.896484
	Iteration 26Q: 3 clusters Score -807485.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -807544.625000 Penalty: 4253.896484
	Iteration 27Q: 3 clusters Score -807544.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -807587.500000 Penalty: 4253.896484
	Iteration 28Q: 3 clusters Score -807587.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -807612.375000 Penalty: 4253.896484
	Iteration 29Q: 3 clusters Score -807612.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -807626.187500 Penalty: 4253.896484
	Iteration 30Q: 3 clusters Score -807626.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -807636.562500 Penalty: 4253.896484
	Iteration 31Q: 3 clusters Score -807636.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -807646.437500 Penalty: 4253.896484
	Iteration 32Q: 3 clusters Score -807646.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -807657.000000 Penalty: 4253.896484
	Iteration 33Q: 3 clusters Score -807657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -807663.000000 Penalty: 4253.896484
	Iteration 34Q: 3 clusters Score -807663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -807667.375000 Penalty: 4253.896484
	Iteration 35Q: 3 clusters Score -807667.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -807674.000000 Penalty: 4253.896484
	Iteration 36Q: 3 clusters Score -807674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -807677.625000 Penalty: 4253.896484
	Iteration 37Q: 3 clusters Score -807677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -807680.125000 Penalty: 4253.896484
	Iteration 38Q: 3 clusters Score -807680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -807682.125000 Penalty: 4253.896484
	Iteration 39Q: 3 clusters Score -807682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -807682.062500 Penalty: 4253.896484
	Iteration 40F: 3 clusters Score -807682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -807682.500000 Penalty: 4253.896484
	Iteration 41Q: 3 clusters Score -807682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -807682.562500 Penalty: 4253.896484
	Iteration 42Q: 3 clusters Score -807682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -807683.750000 Penalty: 4253.896484
	Iteration 43Q: 3 clusters Score -807683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -807684.500000 Penalty: 4253.896484
	Iteration 44Q: 3 clusters Score -807684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -807685.562500 Penalty: 4253.896484
	Iteration 45Q: 3 clusters Score -807685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -807685.562500 Penalty: 4253.896484
	Iteration 46F: 3 clusters Score -807685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Entering Unmasked Estep 
Score: -3600128.000000 Penalty: 2489.526123
	Iteration 0F: 2 clusters Score -3600128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3584163.750000 Penalty: 4979.052246
	Iteration 0F: 3 clusters Score -3584164 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3589737.250000 Penalty: 4979.052246
	Iteration 1F: 3 clusters Score -3589737 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3590243.250000 Penalty: 4979.052246
	Iteration 2F: 3 clusters Score -3590243 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3590801.250000 Penalty: 4979.052246
	Iteration 3F: 3 clusters Score -3590801 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3591524.750000 Penalty: 4979.052246
	Iteration 4F: 3 clusters Score -3591525 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3592535.250000 Penalty: 4979.052246
	Iteration 5F: 3 clusters Score -3592535 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3593729.250000 Penalty: 4979.052246
	Iteration 6F: 3 clusters Score -3593729 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3594985.500000 Penalty: 4979.052246
	Iteration 7F: 3 clusters Score -3594986 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3596144.500000 Penalty: 4979.052246
	Iteration 8F: 3 clusters Score -3596144 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3596911.500000 Penalty: 4979.052246
	Iteration 9Q: 3 clusters Score -3596912 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3597406.750000 Penalty: 4979.052246
	Iteration 10Q: 3 clusters Score -3597407 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3597614.000000 Penalty: 4979.052246
	Iteration 11Q: 3 clusters Score -3597614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3597711.750000 Penalty: 4979.052246
	Iteration 12Q: 3 clusters Score -3597712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3597797.750000 Penalty: 4979.052246
	Iteration 13Q: 3 clusters Score -3597798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3597850.000000 Penalty: 4979.052246
	Iteration 14Q: 3 clusters Score -3597850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3597886.750000 Penalty: 4979.052246
	Iteration 15Q: 3 clusters Score -3597887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3597905.250000 Penalty: 4979.052246
	Iteration 16Q: 3 clusters Score -3597905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3597920.250000 Penalty: 4979.052246
	Iteration 17Q: 3 clusters Score -3597920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3597928.750000 Penalty: 4979.052246
	Iteration 18Q: 3 clusters Score -3597929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3597939.000000 Penalty: 4979.052246
	Iteration 19Q: 3 clusters Score -3597939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3597948.750000 Penalty: 4979.052246
	Iteration 20F: 3 clusters Score -3597949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3597949.500000 Penalty: 4979.052246
	Iteration 21Q: 3 clusters Score -3597950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3597958.000000 Penalty: 4979.052246
	Iteration 22Q: 3 clusters Score -3597958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3597960.250000 Penalty: 4979.052246
	Iteration 23Q: 3 clusters Score -3597960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3597970.250000 Penalty: 4979.052246
	Iteration 24Q: 3 clusters Score -3597970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3597974.000000 Penalty: 4979.052246
	Iteration 25Q: 3 clusters Score -3597974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3597977.000000 Penalty: 4979.052246
	Iteration 26Q: 3 clusters Score -3597977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3597982.250000 Penalty: 4979.052246
	Iteration 27Q: 3 clusters Score -3597982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3597982.250000 Penalty: 4979.052246
	Iteration 28F: 3 clusters Score -3597982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Entering Unmasked Estep 
Score: -1325283.250000 Penalty: 2253.810791
	Iteration 0F: 2 clusters Score -1325283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1318350.750000 Penalty: 4507.621582
	Iteration 0F: 3 clusters Score -1318351 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1320271.250000 Penalty: 4507.621582
	Iteration 1F: 3 clusters Score -1320271 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1320576.500000 Penalty: 4507.621582
	Iteration 2F: 3 clusters Score -1320576 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1320821.875000 Penalty: 4507.621582
	Iteration 3F: 3 clusters Score -1320822 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1321004.500000 Penalty: 4507.621582
	Iteration 4Q: 3 clusters Score -1321004 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1321146.250000 Penalty: 4507.621582
	Iteration 5Q: 3 clusters Score -1321146 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1321286.375000 Penalty: 4507.621582
	Iteration 6Q: 3 clusters Score -1321286 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1321434.250000 Penalty: 4507.621582
	Iteration 7Q: 3 clusters Score -1321434 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1321597.500000 Penalty: 4507.621582
	Iteration 8Q: 3 clusters Score -1321598 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1321794.125000 Penalty: 4507.621582
	Iteration 9Q: 3 clusters Score -1321794 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1322055.125000 Penalty: 4507.621582
	Iteration 10Q: 3 clusters Score -1322055 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1322356.000000 Penalty: 4507.621582
	Iteration 11Q: 3 clusters Score -1322356 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1322616.000000 Penalty: 4507.621582
	Iteration 12Q: 3 clusters Score -1322616 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1322865.000000 Penalty: 4507.621582
	Iteration 13Q: 3 clusters Score -1322865 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1323065.875000 Penalty: 4507.621582
	Iteration 14Q: 3 clusters Score -1323066 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1323207.250000 Penalty: 4507.621582
	Iteration 15Q: 3 clusters Score -1323207 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1323307.375000 Penalty: 4507.621582
	Iteration 16Q: 3 clusters Score -1323307 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1323371.750000 Penalty: 4507.621582
	Iteration 17Q: 3 clusters Score -1323372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1323416.625000 Penalty: 4507.621582
	Iteration 18Q: 3 clusters Score -1323417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1323458.125000 Penalty: 4507.621582
	Iteration 19Q: 3 clusters Score -1323458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1323503.375000 Penalty: 4507.621582
	Iteration 20F: 3 clusters Score -1323503 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1323548.000000 Penalty: 4507.621582
	Iteration 21Q: 3 clusters Score -1323548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1323573.000000 Penalty: 4507.621582
	Iteration 22Q: 3 clusters Score -1323573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1323606.250000 Penalty: 4507.621582
	Iteration 23Q: 3 clusters Score -1323606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1323619.500000 Penalty: 4507.621582
	Iteration 24Q: 3 clusters Score -1323620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1323626.125000 Penalty: 4507.621582
	Iteration 25Q: 3 clusters Score -1323626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1323629.250000 Penalty: 4507.621582
	Iteration 26Q: 3 clusters Score -1323629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1323634.250000 Penalty: 4507.621582
	Iteration 27Q: 3 clusters Score -1323634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1323636.250000 Penalty: 4507.621582
	Iteration 28Q: 3 clusters Score -1323636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1323639.875000 Penalty: 4507.621582
	Iteration 29Q: 3 clusters Score -1323640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1323641.875000 Penalty: 4507.621582
	Iteration 30Q: 3 clusters Score -1323642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1323644.125000 Penalty: 4507.621582
	Iteration 31Q: 3 clusters Score -1323644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1323647.375000 Penalty: 4507.621582
	Iteration 32Q: 3 clusters Score -1323647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1323649.250000 Penalty: 4507.621582
	Iteration 33Q: 3 clusters Score -1323649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1323648.625000 Penalty: 4507.621582
	Iteration 34Q: 3 clusters Score -1323649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1323649.875000 Penalty: 4507.621582
	Iteration 35Q: 3 clusters Score -1323650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1323651.375000 Penalty: 4507.621582
	Iteration 36Q: 3 clusters Score -1323651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1323662.500000 Penalty: 4507.621582
	Iteration 37Q: 3 clusters Score -1323662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1323665.625000 Penalty: 4507.621582
	Iteration 38Q: 3 clusters Score -1323666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1323672.625000 Penalty: 4507.621582
	Iteration 39Q: 3 clusters Score -1323673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1323676.375000 Penalty: 4507.621582
	Iteration 40F: 3 clusters Score -1323676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1323677.500000 Penalty: 4507.621582
	Iteration 41Q: 3 clusters Score -1323678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1323676.375000 Penalty: 4507.621582
	Iteration 42Q: 3 clusters Score -1323676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1323678.375000 Penalty: 4507.621582
	Iteration 43Q: 3 clusters Score -1323678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1323682.125000 Penalty: 4507.621582
	Iteration 44Q: 3 clusters Score -1323682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1323680.375000 Penalty: 4507.621582
	Iteration 45Q: 3 clusters Score -1323680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1323680.250000 Penalty: 4507.621582
	Iteration 46Q: 3 clusters Score -1323680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1323682.500000 Penalty: 4507.621582
	Iteration 47Q: 3 clusters Score -1323682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1323680.750000 Penalty: 4507.621582
	Iteration 48Q: 3 clusters Score -1323681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1323680.750000 Penalty: 4507.621582
	Iteration 49F: 3 clusters Score -1323681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Entering Unmasked Estep 
Score: -565674.187500 Penalty: 2048.345703
	Iteration 0F: 2 clusters Score -565674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -561815.937500 Penalty: 4096.691406
	Iteration 0F: 3 clusters Score -561815.9 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -562700.375000 Penalty: 4096.691406
	Iteration 1F: 3 clusters Score -562700.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -562930.250000 Penalty: 4096.691406
	Iteration 2F: 3 clusters Score -562930.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -563071.062500 Penalty: 4096.691406
	Iteration 3F: 3 clusters Score -563071.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -563173.687500 Penalty: 4096.691406
	Iteration 4Q: 3 clusters Score -563173.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -563254.812500 Penalty: 4096.691406
	Iteration 5Q: 3 clusters Score -563254.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -563318.437500 Penalty: 4096.691406
	Iteration 6Q: 3 clusters Score -563318.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -563380.250000 Penalty: 4096.691406
	Iteration 7Q: 3 clusters Score -563380.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -563443.812500 Penalty: 4096.691406
	Iteration 8Q: 3 clusters Score -563443.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -563490.250000 Penalty: 4096.691406
	Iteration 9Q: 3 clusters Score -563490.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -563532.500000 Penalty: 4096.691406
	Iteration 10Q: 3 clusters Score -563532.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -563569.875000 Penalty: 4096.691406
	Iteration 11Q: 3 clusters Score -563569.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -563594.062500 Penalty: 4096.691406
	Iteration 12Q: 3 clusters Score -563594.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -563615.687500 Penalty: 4096.691406
	Iteration 13Q: 3 clusters Score -563615.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -563634.437500 Penalty: 4096.691406
	Iteration 14Q: 3 clusters Score -563634.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -563651.312500 Penalty: 4096.691406
	Iteration 15Q: 3 clusters Score -563651.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -563665.875000 Penalty: 4096.691406
	Iteration 16Q: 3 clusters Score -563665.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -563683.687500 Penalty: 4096.691406
	Iteration 17Q: 3 clusters Score -563683.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -563704.687500 Penalty: 4096.691406
	Iteration 18Q: 3 clusters Score -563704.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -563719.250000 Penalty: 4096.691406
	Iteration 19Q: 3 clusters Score -563719.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -563726.812500 Penalty: 4096.691406
	Iteration 20F: 3 clusters Score -563726.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -563733.125000 Penalty: 4096.691406
	Iteration 21Q: 3 clusters Score -563733.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -563737.625000 Penalty: 4096.691406
	Iteration 22Q: 3 clusters Score -563737.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -563744.250000 Penalty: 4096.691406
	Iteration 23Q: 3 clusters Score -563744.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -563751.062500 Penalty: 4096.691406
	Iteration 24Q: 3 clusters Score -563751.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -563755.875000 Penalty: 4096.691406
	Iteration 25Q: 3 clusters Score -563755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563758.750000 Penalty: 4096.691406
	Iteration 26Q: 3 clusters Score -563758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -563762.125000 Penalty: 4096.691406
	Iteration 27Q: 3 clusters Score -563762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -563764.125000 Penalty: 4096.691406
	Iteration 28Q: 3 clusters Score -563764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -563765.187500 Penalty: 4096.691406
	Iteration 29Q: 3 clusters Score -563765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -563767.125000 Penalty: 4096.691406
	Iteration 30Q: 3 clusters Score -563767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -563767.687500 Penalty: 4096.691406
	Iteration 31Q: 3 clusters Score -563767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -563767.687500 Penalty: 4096.691406
	Iteration 32F: 3 clusters Score -563767.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (113525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Entering Unmasked Estep 
Score: -17911958.000000 Penalty: 2886.665039
	Iteration 0F: 2 clusters Score -1.791196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -17839310.000000 Penalty: 5773.330078
	Iteration 0F: 3 clusters Score -1.783931e+07 nChanged 53891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -17870164.000000 Penalty: 5773.330078
	Iteration 1F: 3 clusters Score -1.787016e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -17870914.000000 Penalty: 5773.330078
	Iteration 2Q: 3 clusters Score -1.787091e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51716 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -17871846.000000 Penalty: 5773.330078
	Iteration 3Q: 3 clusters Score -1.787185e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -17873194.000000 Penalty: 5773.330078
	Iteration 4Q: 3 clusters Score -1.787319e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -17875608.000000 Penalty: 5773.330078
	Iteration 5Q: 3 clusters Score -1.787561e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -17879566.000000 Penalty: 5773.330078
	Iteration 6F: 3 clusters Score -1.787957e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -17885952.000000 Penalty: 5773.330078
	Iteration 7F: 3 clusters Score -1.788595e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -17894748.000000 Penalty: 5773.330078
	Iteration 8F: 3 clusters Score -1.789475e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -17902314.000000 Penalty: 5773.330078
	Iteration 9F: 3 clusters Score -1.790231e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -17906168.000000 Penalty: 5773.330078
	Iteration 10F: 3 clusters Score -1.790617e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 110943 members 
Entering Unmasked Estep 
Score: -17908186.000000 Penalty: 5773.330078
	Iteration 11Q: 3 clusters Score -1.790819e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -17908846.000000 Penalty: 5773.330078
	Iteration 12Q: 3 clusters Score -1.790885e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 112667 members 
Entering Unmasked Estep 
Score: -17909168.000000 Penalty: 5773.330078
	Iteration 13Q: 3 clusters Score -1.790917e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -17909312.000000 Penalty: 5773.330078
	Iteration 14Q: 3 clusters Score -1.790931e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -17909372.000000 Penalty: 5773.330078
	Iteration 15Q: 3 clusters Score -1.790937e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 113000 members 
Entering Unmasked Estep 
Score: -17909414.000000 Penalty: 5773.330078
	Iteration 16Q: 3 clusters Score -1.790941e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 113031 members 
Entering Unmasked Estep 
Score: -17909432.000000 Penalty: 5773.330078
	Iteration 17Q: 3 clusters Score -1.790943e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 113053 members 
Entering Unmasked Estep 
Score: -17909476.000000 Penalty: 5773.330078
	Iteration 18Q: 3 clusters Score -1.790948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 113067 members 
Entering Unmasked Estep 
Score: -17909484.000000 Penalty: 5773.330078
	Iteration 19Q: 3 clusters Score -1.790948e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -17909496.000000 Penalty: 5773.330078
	Iteration 20F: 3 clusters Score -1.79095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 113081 members 
Entering Unmasked Estep 
Score: -17909518.000000 Penalty: 5773.330078
	Iteration 21Q: 3 clusters Score -1.790952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -17909518.000000 Penalty: 5773.330078
	Iteration 22Q: 3 clusters Score -1.790952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 113082 members 
Entering Unmasked Estep 
Score: -17909518.000000 Penalty: 5773.330078
	Iteration 23Q: 3 clusters Score -1.790952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -17909516.000000 Penalty: 5773.330078
	Iteration 24Q: 3 clusters Score -1.790952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -17909504.000000 Penalty: 5773.330078
	Iteration 25Q: 3 clusters Score -1.79095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -17909510.000000 Penalty: 5773.330078
	Iteration 26Q: 3 clusters Score -1.790951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 113085 members 
Entering Unmasked Estep 
Score: -17909514.000000 Penalty: 5773.330078
	Iteration 27Q: 3 clusters Score -1.790951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -17909520.000000 Penalty: 5773.330078
	Iteration 28Q: 3 clusters Score -1.790952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -17909514.000000 Penalty: 5773.330078
	Iteration 29Q: 3 clusters Score -1.790951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 113087 members 
Entering Unmasked Estep 
Score: -17909522.000000 Penalty: 5773.330078
	Iteration 30Q: 3 clusters Score -1.790952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -17909522.000000 Penalty: 5773.330078
	Iteration 31Q: 3 clusters Score -1.790952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -17909518.000000 Penalty: 5773.330078
	Iteration 32Q: 3 clusters Score -1.790952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -17909518.000000 Penalty: 5773.330078
	Iteration 33F: 3 clusters Score -1.790952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -266052.343750 Penalty: 1855.006348
	Iteration 0F: 2 clusters Score -266052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -263583.875000 Penalty: 3710.012695
	Iteration 0F: 3 clusters Score -263583.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -264022.312500 Penalty: 3710.012695
	Iteration 1F: 3 clusters Score -264022.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -264133.968750 Penalty: 3710.012695
	Iteration 2F: 3 clusters Score -264134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -264195.875000 Penalty: 3710.012695
	Iteration 3Q: 3 clusters Score -264195.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -264234.062500 Penalty: 3710.012695
	Iteration 4Q: 3 clusters Score -264234.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -264267.281250 Penalty: 3710.012695
	Iteration 5Q: 3 clusters Score -264267.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -264283.968750 Penalty: 3710.012695
	Iteration 6Q: 3 clusters Score -264284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -264292.875000 Penalty: 3710.012695
	Iteration 7Q: 3 clusters Score -264292.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -264304.156250 Penalty: 3710.012695
	Iteration 8Q: 3 clusters Score -264304.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -264312.937500 Penalty: 3710.012695
	Iteration 9Q: 3 clusters Score -264312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -264320.375000 Penalty: 3710.012695
	Iteration 10Q: 3 clusters Score -264320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -264325.500000 Penalty: 3710.012695
	Iteration 11Q: 3 clusters Score -264325.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -264332.375000 Penalty: 3710.012695
	Iteration 12Q: 3 clusters Score -264332.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -264341.000000 Penalty: 3710.012695
	Iteration 13Q: 3 clusters Score -264341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -264350.062500 Penalty: 3710.012695
	Iteration 14Q: 3 clusters Score -264350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -264354.750000 Penalty: 3710.012695
	Iteration 15Q: 3 clusters Score -264354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -264360.718750 Penalty: 3710.012695
	Iteration 16Q: 3 clusters Score -264360.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -264363.062500 Penalty: 3710.012695
	Iteration 17Q: 3 clusters Score -264363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -264364.062500 Penalty: 3710.012695
	Iteration 18Q: 3 clusters Score -264364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -264364.812500 Penalty: 3710.012695
	Iteration 19Q: 3 clusters Score -264364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -264366.656250 Penalty: 3710.012695
	Iteration 20F: 3 clusters Score -264366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264367.375000 Penalty: 3710.012695
	Iteration 21Q: 3 clusters Score -264367.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264367.375000 Penalty: 3710.012695
	Iteration 22F: 3 clusters Score -264367.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Entering Unmasked Estep 
Score: -3606026.000000 Penalty: 2492.488037
	Iteration 0F: 2 clusters Score -3606026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3589898.250000 Penalty: 4984.976074
	Iteration 0F: 3 clusters Score -3589898 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -3595738.250000 Penalty: 4984.976074
	Iteration 1F: 3 clusters Score -3595738 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3596914.250000 Penalty: 4984.976074
	Iteration 2F: 3 clusters Score -3596914 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -3598545.000000 Penalty: 4984.976074
	Iteration 3F: 3 clusters Score -3598545 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3600392.250000 Penalty: 4984.976074
	Iteration 4F: 3 clusters Score -3600392 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -3602282.750000 Penalty: 4984.976074
	Iteration 5F: 3 clusters Score -3602283 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3603743.250000 Penalty: 4984.976074
	Iteration 6F: 3 clusters Score -3603743 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3604712.250000 Penalty: 4984.976074
	Iteration 7Q: 3 clusters Score -3604712 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3605300.500000 Penalty: 4984.976074
	Iteration 8Q: 3 clusters Score -3605300 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3605560.000000 Penalty: 4984.976074
	Iteration 9Q: 3 clusters Score -3605560 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3605670.250000 Penalty: 4984.976074
	Iteration 10Q: 3 clusters Score -3605670 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3605715.000000 Penalty: 4984.976074
	Iteration 11Q: 3 clusters Score -3605715 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3605740.750000 Penalty: 4984.976074
	Iteration 12Q: 3 clusters Score -3605741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3605766.500000 Penalty: 4984.976074
	Iteration 13Q: 3 clusters Score -3605766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3605765.000000 Penalty: 4984.976074
	Iteration 14Q: 3 clusters Score -3605765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3605780.750000 Penalty: 4984.976074
	Iteration 15Q: 3 clusters Score -3605781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3605791.750000 Penalty: 4984.976074
	Iteration 16Q: 3 clusters Score -3605792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3605798.750000 Penalty: 4984.976074
	Iteration 17Q: 3 clusters Score -3605799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3605807.000000 Penalty: 4984.976074
	Iteration 18Q: 3 clusters Score -3605807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -3605815.250000 Penalty: 4984.976074
	Iteration 19Q: 3 clusters Score -3605815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3605817.500000 Penalty: 4984.976074
	Iteration 20F: 3 clusters Score -3605818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3605818.500000 Penalty: 4984.976074
	Iteration 21Q: 3 clusters Score -3605818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3605823.750000 Penalty: 4984.976074
	Iteration 22Q: 3 clusters Score -3605824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3605820.250000 Penalty: 4984.976074
	Iteration 23Q: 3 clusters Score -3605820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3605821.250000 Penalty: 4984.976074
	Iteration 24Q: 3 clusters Score -3605821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3605821.750000 Penalty: 4984.976074
	Iteration 25Q: 3 clusters Score -3605822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3605825.000000 Penalty: 4984.976074
	Iteration 26Q: 3 clusters Score -3605825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3605830.750000 Penalty: 4984.976074
	Iteration 27Q: 3 clusters Score -3605831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -3605820.250000 Penalty: 4984.976074
	Iteration 28Q: 3 clusters Score -3605820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3605818.250000 Penalty: 4984.976074
	Iteration 29Q: 3 clusters Score -3605818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3605829.750000 Penalty: 4984.976074
	Iteration 30Q: 3 clusters Score -3605830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3605835.500000 Penalty: 4984.976074
	Iteration 31Q: 3 clusters Score -3605836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -3605838.000000 Penalty: 4984.976074
	Iteration 32Q: 3 clusters Score -3605838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3605843.250000 Penalty: 4984.976074
	Iteration 33Q: 3 clusters Score -3605843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3605850.500000 Penalty: 4984.976074
	Iteration 34Q: 3 clusters Score -3605850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3605854.500000 Penalty: 4984.976074
	Iteration 35Q: 3 clusters Score -3605854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3605866.750000 Penalty: 4984.976074
	Iteration 36Q: 3 clusters Score -3605867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -3605878.750000 Penalty: 4984.976074
	Iteration 37Q: 3 clusters Score -3605879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3605870.250000 Penalty: 4984.976074
	Iteration 38Q: 3 clusters Score -3605870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3605875.000000 Penalty: 4984.976074
	Iteration 39Q: 3 clusters Score -3605875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3605870.000000 Penalty: 4984.976074
	Iteration 40F: 3 clusters Score -3605870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -3605874.000000 Penalty: 4984.976074
	Iteration 41Q: 3 clusters Score -3605874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3605867.250000 Penalty: 4984.976074
	Iteration 42Q: 3 clusters Score -3605867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3605873.500000 Penalty: 4984.976074
	Iteration 43Q: 3 clusters Score -3605874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3605876.750000 Penalty: 4984.976074
	Iteration 44Q: 3 clusters Score -3605877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3605876.000000 Penalty: 4984.976074
	Iteration 45Q: 3 clusters Score -3605876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3605878.250000 Penalty: 4984.976074
	Iteration 46Q: 3 clusters Score -3605878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -3605878.250000 Penalty: 4984.976074
	Iteration 47F: 3 clusters Score -3605878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -31649.066406 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -31649.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30820.679688 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -30820.68 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31276.714844 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31276.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31524.679688 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -31524.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31580.226562 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -31580.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31693.902344 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -31693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31884.943359 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -31884.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31969.501953 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -31969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31990.121094 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -31990.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31996.636719 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -31996.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32005.035156 Penalty: 2827.420166
	Iteration 9F: 3 clusters Score -32005.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32071.380859 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -32071.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32151.818359 Penalty: 2827.420166
	Iteration 11Q: 3 clusters Score -32151.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32183.343750 Penalty: 2827.420166
	Iteration 12Q: 3 clusters Score -32183.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32276.166016 Penalty: 2827.420166
	Iteration 13Q: 3 clusters Score -32276.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32278.814453 Penalty: 2827.420166
	Iteration 14Q: 3 clusters Score -32278.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32278.814453 Penalty: 2827.420166
	Iteration 15F: 3 clusters Score -32278.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 92 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 207 members 
Entering Unmasked Estep 
Score: -86720008.000000 Penalty: 118243.585938
Splitting cluster 13 changes total score from -86721248.000000 to -86720008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -885039.812500 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -885039.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -879976.125000 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -879976.1 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -881249.937500 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -881249.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -881488.062500 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -881488.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -881651.562500 Penalty: 4310.725098
	Iteration 3F: 3 clusters Score -881651.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -881773.875000 Penalty: 4310.725098
	Iteration 4Q: 3 clusters Score -881773.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -881907.875000 Penalty: 4310.725098
	Iteration 5Q: 3 clusters Score -881907.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -882038.375000 Penalty: 4310.725098
	Iteration 6Q: 3 clusters Score -882038.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -882163.312500 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -882163.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -882308.562500 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -882308.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -882460.312500 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -882460.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -882623.437500 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -882623.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -882793.437500 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -882793.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -882943.562500 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -882943.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -883060.562500 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -883060.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -883159.562500 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -883159.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -883247.875000 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -883247.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -883330.000000 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -883330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -883391.750000 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -883391.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -883439.812500 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -883439.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -883481.062500 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -883481.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -883504.937500 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -883504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -883528.437500 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -883528.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -883540.750000 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -883540.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -883549.437500 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -883549.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -883559.375000 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -883559.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -883569.625000 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -883569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -883575.937500 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -883575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -883583.937500 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -883583.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -883585.375000 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -883585.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -883593.250000 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -883593.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -883603.000000 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -883603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -883613.875000 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -883613.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -883623.187500 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -883623.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -883627.187500 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -883627.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -883627.750000 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -883627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -883628.875000 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -883628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -883631.812500 Penalty: 4310.725098
	Iteration 36Q: 3 clusters Score -883631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -883632.250000 Penalty: 4310.725098
	Iteration 37Q: 3 clusters Score -883632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -883632.250000 Penalty: 4310.725098
	Iteration 38F: 3 clusters Score -883632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (131273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131273 members 
Entering Unmasked Estep 
Score: -20642100.000000 Penalty: 2922.688477
	Iteration 0F: 2 clusters Score -2.06421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -20559654.000000 Penalty: 5845.376953
	Iteration 0F: 3 clusters Score -2.055965e+07 nChanged 62482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -20595588.000000 Penalty: 5845.376953
	Iteration 1F: 3 clusters Score -2.059559e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -20596704.000000 Penalty: 5845.376953
	Iteration 2Q: 3 clusters Score -2.05967e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 71960 members 
Entering Unmasked Estep 
Score: -20598088.000000 Penalty: 5845.376953
	Iteration 3Q: 3 clusters Score -2.059809e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -20600606.000000 Penalty: 5845.376953
	Iteration 4Q: 3 clusters Score -2.060061e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -20605076.000000 Penalty: 5845.376953
	Iteration 5F: 3 clusters Score -2.060508e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -20611474.000000 Penalty: 5845.376953
	Iteration 6F: 3 clusters Score -2.061147e+07 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -20620116.000000 Penalty: 5845.376953
	Iteration 7F: 3 clusters Score -2.062012e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -20627860.000000 Penalty: 5845.376953
	Iteration 8F: 3 clusters Score -2.062786e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -20632282.000000 Penalty: 5845.376953
	Iteration 9Q: 3 clusters Score -2.063228e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 107076 members 
Entering Unmasked Estep 
Score: -20634816.000000 Penalty: 5845.376953
	Iteration 10Q: 3 clusters Score -2.063482e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -20636382.000000 Penalty: 5845.376953
	Iteration 11Q: 3 clusters Score -2.063638e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -20637576.000000 Penalty: 5845.376953
	Iteration 12Q: 3 clusters Score -2.063758e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 117266 members 
Entering Unmasked Estep 
Score: -20638538.000000 Penalty: 5845.376953
	Iteration 13Q: 3 clusters Score -2.063854e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 120177 members 
Entering Unmasked Estep 
Score: -20639202.000000 Penalty: 5845.376953
	Iteration 14Q: 3 clusters Score -2.06392e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 122662 members 
Entering Unmasked Estep 
Score: -20639644.000000 Penalty: 5845.376953
	Iteration 15Q: 3 clusters Score -2.063964e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -20639882.000000 Penalty: 5845.376953
	Iteration 16Q: 3 clusters Score -2.063988e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 126247 members 
Entering Unmasked Estep 
Score: -20639980.000000 Penalty: 5845.376953
	Iteration 17Q: 3 clusters Score -2.063998e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 127410 members 
Entering Unmasked Estep 
Score: -20639938.000000 Penalty: 5845.376953
	Iteration 18Q: 3 clusters Score -2.063994e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 128300 members 
Entering Unmasked Estep 
Score: -20639914.000000 Penalty: 5845.376953
	Iteration 19Q: 3 clusters Score -2.063991e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 128917 members 
Entering Unmasked Estep 
Score: -20639964.000000 Penalty: 5845.376953
	Iteration 20F: 3 clusters Score -2.063996e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 129402 members 
Entering Unmasked Estep 
Score: -20639940.000000 Penalty: 5845.376953
	Iteration 21Q: 3 clusters Score -2.063994e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 129757 members 
Entering Unmasked Estep 
Score: -20639972.000000 Penalty: 5845.376953
	Iteration 22Q: 3 clusters Score -2.063997e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 130029 members 
Entering Unmasked Estep 
Score: -20639932.000000 Penalty: 5845.376953
	Iteration 23Q: 3 clusters Score -2.063993e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
Score: -20639926.000000 Penalty: 5845.376953
	Iteration 24Q: 3 clusters Score -2.063993e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 130349 members 
Entering Unmasked Estep 
Score: -20639908.000000 Penalty: 5845.376953
	Iteration 25Q: 3 clusters Score -2.063991e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 130455 members 
Entering Unmasked Estep 
Score: -20639872.000000 Penalty: 5845.376953
	Iteration 26Q: 3 clusters Score -2.063987e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 130539 members 
Entering Unmasked Estep 
Score: -20639892.000000 Penalty: 5845.376953
	Iteration 27Q: 3 clusters Score -2.063989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 130602 members 
Entering Unmasked Estep 
Score: -20639866.000000 Penalty: 5845.376953
	Iteration 28Q: 3 clusters Score -2.063987e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 130647 members 
Entering Unmasked Estep 
Score: -20639858.000000 Penalty: 5845.376953
	Iteration 29Q: 3 clusters Score -2.063986e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 130686 members 
Entering Unmasked Estep 
Score: -20639832.000000 Penalty: 5845.376953
	Iteration 30Q: 3 clusters Score -2.063983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 130703 members 
Entering Unmasked Estep 
Score: -20639816.000000 Penalty: 5845.376953
	Iteration 31Q: 3 clusters Score -2.063982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 130725 members 
Entering Unmasked Estep 
Score: -20639826.000000 Penalty: 5845.376953
	Iteration 32Q: 3 clusters Score -2.063983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -20639818.000000 Penalty: 5845.376953
	Iteration 33Q: 3 clusters Score -2.063982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 130750 members 
Entering Unmasked Estep 
Score: -20639838.000000 Penalty: 5845.376953
	Iteration 34Q: 3 clusters Score -2.063984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 130755 members 
Entering Unmasked Estep 
Score: -20639852.000000 Penalty: 5845.376953
	Iteration 35Q: 3 clusters Score -2.063985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 130760 members 
Entering Unmasked Estep 
Score: -20639862.000000 Penalty: 5845.376953
	Iteration 36Q: 3 clusters Score -2.063986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 130763 members 
Entering Unmasked Estep 
Score: -20639860.000000 Penalty: 5845.376953
	Iteration 37Q: 3 clusters Score -2.063986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -20639864.000000 Penalty: 5845.376953
	Iteration 38Q: 3 clusters Score -2.063986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -20639872.000000 Penalty: 5845.376953
	Iteration 39Q: 3 clusters Score -2.063987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 130772 members 
Entering Unmasked Estep 
Score: -20639880.000000 Penalty: 5845.376953
	Iteration 40F: 3 clusters Score -2.063988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Entering Unmasked Estep 
Score: -2032965.375000 Penalty: 2345.094971
	Iteration 0F: 2 clusters Score -2032965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2023550.875000 Penalty: 4690.189941
	Iteration 0F: 3 clusters Score -2023551 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2026438.250000 Penalty: 4690.189941
	Iteration 1F: 3 clusters Score -2026438 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2026874.500000 Penalty: 4690.189941
	Iteration 2F: 3 clusters Score -2026874 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2027360.625000 Penalty: 4690.189941
	Iteration 3F: 3 clusters Score -2027361 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2028092.500000 Penalty: 4690.189941
	Iteration 4F: 3 clusters Score -2028092 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2029076.250000 Penalty: 4690.189941
	Iteration 5F: 3 clusters Score -2029076 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2030094.875000 Penalty: 4690.189941
	Iteration 6F: 3 clusters Score -2030095 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2030867.250000 Penalty: 4690.189941
	Iteration 7F: 3 clusters Score -2030867 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2031369.125000 Penalty: 4690.189941
	Iteration 8Q: 3 clusters Score -2031369 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2031683.875000 Penalty: 4690.189941
	Iteration 9Q: 3 clusters Score -2031684 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2031851.375000 Penalty: 4690.189941
	Iteration 10Q: 3 clusters Score -2031851 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2031929.250000 Penalty: 4690.189941
	Iteration 11Q: 3 clusters Score -2031929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2031976.500000 Penalty: 4690.189941
	Iteration 12Q: 3 clusters Score -2031976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2032013.375000 Penalty: 4690.189941
	Iteration 13Q: 3 clusters Score -2032013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2032031.750000 Penalty: 4690.189941
	Iteration 14Q: 3 clusters Score -2032032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2032049.375000 Penalty: 4690.189941
	Iteration 15Q: 3 clusters Score -2032049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2032069.000000 Penalty: 4690.189941
	Iteration 16Q: 3 clusters Score -2032069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2032073.125000 Penalty: 4690.189941
	Iteration 17Q: 3 clusters Score -2032073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2032075.000000 Penalty: 4690.189941
	Iteration 18Q: 3 clusters Score -2032075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2032076.250000 Penalty: 4690.189941
	Iteration 19Q: 3 clusters Score -2032076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2032075.875000 Penalty: 4690.189941
	Iteration 20F: 3 clusters Score -2032076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2032075.375000 Penalty: 4690.189941
	Iteration 21Q: 3 clusters Score -2032075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2032074.375000 Penalty: 4690.189941
	Iteration 22Q: 3 clusters Score -2032074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2032075.375000 Penalty: 4690.189941
	Iteration 23Q: 3 clusters Score -2032075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2032075.375000 Penalty: 4690.189941
	Iteration 24F: 3 clusters Score -2032075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -26119.798828 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -26119.8 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 163 members 
Entering Unmasked Estep 
Score: -25150.628906 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -25150.63 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25595.285156 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -25595.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25833.363281 Penalty: 2856.415283
	Iteration 2F: 3 clusters Score -25833.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26068.710938 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -26068.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26126.191406 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -26126.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26127.533203 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -26127.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26127.533203 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -26127.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 205 members 
Entering Unmasked Estep 
Score: -86719552.000000 Penalty: 118243.585938
Splitting cluster 17 changes total score from -86721248.000000 to -86719552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (10547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Entering Unmasked Estep 
Score: -1638334.000000 Penalty: 2297.371826
	Iteration 0F: 2 clusters Score -1638334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1630364.125000 Penalty: 4594.743652
	Iteration 0F: 3 clusters Score -1630364 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1632633.750000 Penalty: 4594.743652
	Iteration 1F: 3 clusters Score -1632634 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1632975.125000 Penalty: 4594.743652
	Iteration 2F: 3 clusters Score -1632975 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1633272.250000 Penalty: 4594.743652
	Iteration 3F: 3 clusters Score -1633272 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1633636.625000 Penalty: 4594.743652
	Iteration 4Q: 3 clusters Score -1633637 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1634002.500000 Penalty: 4594.743652
	Iteration 5F: 3 clusters Score -1634002 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1634323.000000 Penalty: 4594.743652
	Iteration 6F: 3 clusters Score -1634323 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1634584.500000 Penalty: 4594.743652
	Iteration 7Q: 3 clusters Score -1634584 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1634844.625000 Penalty: 4594.743652
	Iteration 8Q: 3 clusters Score -1634845 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1635104.250000 Penalty: 4594.743652
	Iteration 9Q: 3 clusters Score -1635104 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1635361.125000 Penalty: 4594.743652
	Iteration 10Q: 3 clusters Score -1635361 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1635604.500000 Penalty: 4594.743652
	Iteration 11Q: 3 clusters Score -1635604 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1635849.125000 Penalty: 4594.743652
	Iteration 12Q: 3 clusters Score -1635849 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1636078.375000 Penalty: 4594.743652
	Iteration 13Q: 3 clusters Score -1636078 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1636303.500000 Penalty: 4594.743652
	Iteration 14Q: 3 clusters Score -1636304 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1636518.250000 Penalty: 4594.743652
	Iteration 15Q: 3 clusters Score -1636518 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1636700.250000 Penalty: 4594.743652
	Iteration 16Q: 3 clusters Score -1636700 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1636812.375000 Penalty: 4594.743652
	Iteration 17Q: 3 clusters Score -1636812 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1636880.750000 Penalty: 4594.743652
	Iteration 18Q: 3 clusters Score -1636881 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1636927.125000 Penalty: 4594.743652
	Iteration 19Q: 3 clusters Score -1636927 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1636956.750000 Penalty: 4594.743652
	Iteration 20F: 3 clusters Score -1636957 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1636992.250000 Penalty: 4594.743652
	Iteration 21Q: 3 clusters Score -1636992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1637009.125000 Penalty: 4594.743652
	Iteration 22Q: 3 clusters Score -1637009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1637029.000000 Penalty: 4594.743652
	Iteration 23Q: 3 clusters Score -1637029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1637040.750000 Penalty: 4594.743652
	Iteration 24Q: 3 clusters Score -1637041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1637045.500000 Penalty: 4594.743652
	Iteration 25Q: 3 clusters Score -1637046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1637054.625000 Penalty: 4594.743652
	Iteration 26Q: 3 clusters Score -1637055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1637069.000000 Penalty: 4594.743652
	Iteration 27Q: 3 clusters Score -1637069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1637077.875000 Penalty: 4594.743652
	Iteration 28Q: 3 clusters Score -1637078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1637086.750000 Penalty: 4594.743652
	Iteration 29Q: 3 clusters Score -1637087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1637094.625000 Penalty: 4594.743652
	Iteration 30Q: 3 clusters Score -1637095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1637102.375000 Penalty: 4594.743652
	Iteration 31Q: 3 clusters Score -1637102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1637102.500000 Penalty: 4594.743652
	Iteration 32Q: 3 clusters Score -1637102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1637107.000000 Penalty: 4594.743652
	Iteration 33Q: 3 clusters Score -1637107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1637108.625000 Penalty: 4594.743652
	Iteration 34Q: 3 clusters Score -1637109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1637110.500000 Penalty: 4594.743652
	Iteration 35Q: 3 clusters Score -1637110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1637113.625000 Penalty: 4594.743652
	Iteration 36Q: 3 clusters Score -1637114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1637117.625000 Penalty: 4594.743652
	Iteration 37Q: 3 clusters Score -1637118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1637119.125000 Penalty: 4594.743652
	Iteration 38Q: 3 clusters Score -1637119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1637120.125000 Penalty: 4594.743652
	Iteration 39Q: 3 clusters Score -1637120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1637121.750000 Penalty: 4594.743652
	Iteration 40F: 3 clusters Score -1637122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1637125.625000 Penalty: 4594.743652
	Iteration 41Q: 3 clusters Score -1637126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1637130.000000 Penalty: 4594.743652
	Iteration 42Q: 3 clusters Score -1637130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1637136.000000 Penalty: 4594.743652
	Iteration 43Q: 3 clusters Score -1637136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1637140.125000 Penalty: 4594.743652
	Iteration 44Q: 3 clusters Score -1637140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1637142.125000 Penalty: 4594.743652
	Iteration 45Q: 3 clusters Score -1637142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1637141.375000 Penalty: 4594.743652
	Iteration 46Q: 3 clusters Score -1637141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1637143.750000 Penalty: 4594.743652
	Iteration 47Q: 3 clusters Score -1637144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1637148.250000 Penalty: 4594.743652
	Iteration 48Q: 3 clusters Score -1637148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1637149.750000 Penalty: 4594.743652
	Iteration 49Q: 3 clusters Score -1637150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1637151.250000 Penalty: 4594.743652
	Iteration 50Q: 3 clusters Score -1637151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1637150.625000 Penalty: 4594.743652
	Iteration 51Q: 3 clusters Score -1637151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1637154.250000 Penalty: 4594.743652
	Iteration 52Q: 3 clusters Score -1637154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1637153.125000 Penalty: 4594.743652
	Iteration 53Q: 3 clusters Score -1637153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1637153.625000 Penalty: 4594.743652
	Iteration 54Q: 3 clusters Score -1637154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1637159.125000 Penalty: 4594.743652
	Iteration 55Q: 3 clusters Score -1637159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1637158.000000 Penalty: 4594.743652
	Iteration 56Q: 3 clusters Score -1637158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1637159.625000 Penalty: 4594.743652
	Iteration 57Q: 3 clusters Score -1637160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1637160.375000 Penalty: 4594.743652
	Iteration 58Q: 3 clusters Score -1637160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1637162.250000 Penalty: 4594.743652
	Iteration 59Q: 3 clusters Score -1637162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1637160.750000 Penalty: 4594.743652
	Iteration 60F: 3 clusters Score -1637161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1637163.750000 Penalty: 4594.743652
	Iteration 61Q: 3 clusters Score -1637164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1637164.875000 Penalty: 4594.743652
	Iteration 62Q: 3 clusters Score -1637165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1637165.750000 Penalty: 4594.743652
	Iteration 63Q: 3 clusters Score -1637166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1637168.625000 Penalty: 4594.743652
	Iteration 64Q: 3 clusters Score -1637169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1637173.125000 Penalty: 4594.743652
	Iteration 65Q: 3 clusters Score -1637173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1637177.750000 Penalty: 4594.743652
	Iteration 66Q: 3 clusters Score -1637178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1637175.250000 Penalty: 4594.743652
	Iteration 67Q: 3 clusters Score -1637175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1637179.000000 Penalty: 4594.743652
	Iteration 68Q: 3 clusters Score -1637179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1637181.500000 Penalty: 4594.743652
	Iteration 69Q: 3 clusters Score -1637182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1637188.625000 Penalty: 4594.743652
	Iteration 70Q: 3 clusters Score -1637189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1637185.750000 Penalty: 4594.743652
	Iteration 71Q: 3 clusters Score -1637186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1637191.375000 Penalty: 4594.743652
	Iteration 72Q: 3 clusters Score -1637191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1637187.125000 Penalty: 4594.743652
	Iteration 73Q: 3 clusters Score -1637187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1637184.875000 Penalty: 4594.743652
	Iteration 74Q: 3 clusters Score -1637185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1637183.750000 Penalty: 4594.743652
	Iteration 75Q: 3 clusters Score -1637184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1637189.875000 Penalty: 4594.743652
	Iteration 76Q: 3 clusters Score -1637190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1637186.875000 Penalty: 4594.743652
	Iteration 77Q: 3 clusters Score -1637187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1637192.500000 Penalty: 4594.743652
	Iteration 78Q: 3 clusters Score -1637192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1637192.500000 Penalty: 4594.743652
	Iteration 79F: 3 clusters Score -1637192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -91899.968750 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -91899.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90268.234375 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -90268.23 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90506.101562 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -90506.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90621.656250 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -90621.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90712.390625 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -90712.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90788.539062 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -90788.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90837.078125 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -90837.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90880.335938 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -90880.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90907.906250 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -90907.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90934.898438 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -90934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90954.320312 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -90954.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90974.976562 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -90974.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90984.640625 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -90984.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91005.320312 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -91005.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91023.046875 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -91023.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91038.507812 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -91038.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91049.539062 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -91049.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91062.648438 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -91062.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91086.546875 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -91086.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91131.773438 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -91131.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91206.859375 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -91206.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91264.812500 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -91264.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91340.257812 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -91340.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91371.476562 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -91371.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91400.023438 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -91400.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91412.929688 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -91412.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91416.750000 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -91416.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91416.750000 Penalty: 3220.151123
	Iteration 26F: 3 clusters Score -91416.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Entering Unmasked Estep 
Score: -1966131.375000 Penalty: 2345.463135
	Iteration 0F: 2 clusters Score -1966131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1956699.375000 Penalty: 4690.926270
	Iteration 0F: 3 clusters Score -1956699 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1959739.875000 Penalty: 4690.926270
	Iteration 1F: 3 clusters Score -1959740 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1960231.875000 Penalty: 4690.926270
	Iteration 2F: 3 clusters Score -1960232 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1960753.250000 Penalty: 4690.926270
	Iteration 3F: 3 clusters Score -1960753 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1961391.125000 Penalty: 4690.926270
	Iteration 4F: 3 clusters Score -1961391 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1962057.000000 Penalty: 4690.926270
	Iteration 5F: 3 clusters Score -1962057 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1962619.250000 Penalty: 4690.926270
	Iteration 6F: 3 clusters Score -1962619 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1963132.750000 Penalty: 4690.926270
	Iteration 7F: 3 clusters Score -1963133 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1963578.250000 Penalty: 4690.926270
	Iteration 8F: 3 clusters Score -1963578 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1963986.875000 Penalty: 4690.926270
	Iteration 9Q: 3 clusters Score -1963987 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1964357.750000 Penalty: 4690.926270
	Iteration 10Q: 3 clusters Score -1964358 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1964653.750000 Penalty: 4690.926270
	Iteration 11Q: 3 clusters Score -1964654 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1964851.250000 Penalty: 4690.926270
	Iteration 12Q: 3 clusters Score -1964851 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1964972.875000 Penalty: 4690.926270
	Iteration 13Q: 3 clusters Score -1964973 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1965048.625000 Penalty: 4690.926270
	Iteration 14Q: 3 clusters Score -1965049 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1965091.000000 Penalty: 4690.926270
	Iteration 15Q: 3 clusters Score -1965091 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1965117.250000 Penalty: 4690.926270
	Iteration 16Q: 3 clusters Score -1965117 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1965139.250000 Penalty: 4690.926270
	Iteration 17Q: 3 clusters Score -1965139 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1965160.250000 Penalty: 4690.926270
	Iteration 18Q: 3 clusters Score -1965160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1965183.000000 Penalty: 4690.926270
	Iteration 19Q: 3 clusters Score -1965183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1965185.500000 Penalty: 4690.926270
	Iteration 20F: 3 clusters Score -1965186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1965193.375000 Penalty: 4690.926270
	Iteration 21Q: 3 clusters Score -1965193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1965197.375000 Penalty: 4690.926270
	Iteration 22Q: 3 clusters Score -1965197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1965201.875000 Penalty: 4690.926270
	Iteration 23Q: 3 clusters Score -1965202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1965202.750000 Penalty: 4690.926270
	Iteration 24Q: 3 clusters Score -1965203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1965205.000000 Penalty: 4690.926270
	Iteration 25Q: 3 clusters Score -1965205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1965209.250000 Penalty: 4690.926270
	Iteration 26Q: 3 clusters Score -1965209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1965212.375000 Penalty: 4690.926270
	Iteration 27Q: 3 clusters Score -1965212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1965217.375000 Penalty: 4690.926270
	Iteration 28Q: 3 clusters Score -1965217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1965221.250000 Penalty: 4690.926270
	Iteration 29Q: 3 clusters Score -1965221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1965219.250000 Penalty: 4690.926270
	Iteration 30Q: 3 clusters Score -1965219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1965222.125000 Penalty: 4690.926270
	Iteration 31Q: 3 clusters Score -1965222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1965220.250000 Penalty: 4690.926270
	Iteration 32Q: 3 clusters Score -1965220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1965224.875000 Penalty: 4690.926270
	Iteration 33Q: 3 clusters Score -1965225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1965223.625000 Penalty: 4690.926270
	Iteration 34Q: 3 clusters Score -1965224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1965223.250000 Penalty: 4690.926270
	Iteration 35Q: 3 clusters Score -1965223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1965223.250000 Penalty: 4690.926270
	Iteration 36F: 3 clusters Score -1965223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -384978.843750 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -384978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -381978.593750 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -381978.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -382768.656250 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -382768.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -383253.468750 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -383253.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -383708.593750 Penalty: 3896.926514
	Iteration 3F: 3 clusters Score -383708.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -383963.062500 Penalty: 3896.926514
	Iteration 4F: 3 clusters Score -383963.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -384069.968750 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -384070 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -384139.156250 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -384139.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -384168.656250 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -384168.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -384187.593750 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -384187.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -384196.500000 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -384196.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -384202.781250 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -384202.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -384206.218750 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -384206.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -384209.781250 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -384209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -384212.093750 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -384212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -384213.156250 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -384213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -384214.343750 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -384214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -384218.250000 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -384218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -384219.687500 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -384219.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -384220.437500 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -384220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -384220.437500 Penalty: 3896.926514
	Iteration 19F: 3 clusters Score -384220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Entering Unmasked Estep 
Score: -350674.812500 Penalty: 1915.114258
	Iteration 0F: 2 clusters Score -350674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -347951.031250 Penalty: 3830.228516
	Iteration 0F: 3 clusters Score -347951 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -348542.500000 Penalty: 3830.228516
	Iteration 1F: 3 clusters Score -348542.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348787.000000 Penalty: 3830.228516
	Iteration 2F: 3 clusters Score -348787 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -349014.000000 Penalty: 3830.228516
	Iteration 3F: 3 clusters Score -349014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -349261.312500 Penalty: 3830.228516
	Iteration 4F: 3 clusters Score -349261.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -349491.906250 Penalty: 3830.228516
	Iteration 5F: 3 clusters Score -349491.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -349725.968750 Penalty: 3830.228516
	Iteration 6F: 3 clusters Score -349726 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -349901.687500 Penalty: 3830.228516
	Iteration 7Q: 3 clusters Score -349901.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -349988.812500 Penalty: 3830.228516
	Iteration 8Q: 3 clusters Score -349988.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -350032.812500 Penalty: 3830.228516
	Iteration 9Q: 3 clusters Score -350032.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -350057.218750 Penalty: 3830.228516
	Iteration 10Q: 3 clusters Score -350057.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -350076.468750 Penalty: 3830.228516
	Iteration 11Q: 3 clusters Score -350076.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -350091.562500 Penalty: 3830.228516
	Iteration 12Q: 3 clusters Score -350091.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -350097.500000 Penalty: 3830.228516
	Iteration 13Q: 3 clusters Score -350097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -350103.906250 Penalty: 3830.228516
	Iteration 14Q: 3 clusters Score -350103.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350107.281250 Penalty: 3830.228516
	Iteration 15Q: 3 clusters Score -350107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -350107.281250 Penalty: 3830.228516
	Iteration 16F: 3 clusters Score -350107.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -1147843.875000 Penalty: 2204.479980
	Iteration 0F: 2 clusters Score -1147844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1141931.000000 Penalty: 4408.959961
	Iteration 0F: 3 clusters Score -1141931 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1143498.250000 Penalty: 4408.959961
	Iteration 1F: 3 clusters Score -1143498 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1143877.375000 Penalty: 4408.959961
	Iteration 2F: 3 clusters Score -1143877 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1144241.750000 Penalty: 4408.959961
	Iteration 3F: 3 clusters Score -1144242 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1144638.000000 Penalty: 4408.959961
	Iteration 4F: 3 clusters Score -1144638 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1145055.000000 Penalty: 4408.959961
	Iteration 5F: 3 clusters Score -1145055 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1145434.125000 Penalty: 4408.959961
	Iteration 6F: 3 clusters Score -1145434 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1145789.250000 Penalty: 4408.959961
	Iteration 7F: 3 clusters Score -1145789 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1146077.125000 Penalty: 4408.959961
	Iteration 8F: 3 clusters Score -1146077 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1146339.375000 Penalty: 4408.959961
	Iteration 9Q: 3 clusters Score -1146339 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1146554.625000 Penalty: 4408.959961
	Iteration 10Q: 3 clusters Score -1146555 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1146714.000000 Penalty: 4408.959961
	Iteration 11Q: 3 clusters Score -1146714 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1146823.750000 Penalty: 4408.959961
	Iteration 12Q: 3 clusters Score -1146824 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1146898.000000 Penalty: 4408.959961
	Iteration 13Q: 3 clusters Score -1146898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1146941.750000 Penalty: 4408.959961
	Iteration 14Q: 3 clusters Score -1146942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1146975.625000 Penalty: 4408.959961
	Iteration 15Q: 3 clusters Score -1146976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1147002.250000 Penalty: 4408.959961
	Iteration 16Q: 3 clusters Score -1147002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1147019.250000 Penalty: 4408.959961
	Iteration 17Q: 3 clusters Score -1147019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1147040.125000 Penalty: 4408.959961
	Iteration 18Q: 3 clusters Score -1147040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1147055.875000 Penalty: 4408.959961
	Iteration 19Q: 3 clusters Score -1147056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1147068.000000 Penalty: 4408.959961
	Iteration 20F: 3 clusters Score -1147068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1147076.750000 Penalty: 4408.959961
	Iteration 21Q: 3 clusters Score -1147077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1147078.625000 Penalty: 4408.959961
	Iteration 22Q: 3 clusters Score -1147079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1147084.250000 Penalty: 4408.959961
	Iteration 23Q: 3 clusters Score -1147084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1147087.375000 Penalty: 4408.959961
	Iteration 24Q: 3 clusters Score -1147087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1147089.750000 Penalty: 4408.959961
	Iteration 25Q: 3 clusters Score -1147090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1147090.250000 Penalty: 4408.959961
	Iteration 26Q: 3 clusters Score -1147090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1147092.875000 Penalty: 4408.959961
	Iteration 27Q: 3 clusters Score -1147093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1147094.000000 Penalty: 4408.959961
	Iteration 28Q: 3 clusters Score -1147094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1147094.000000 Penalty: 4408.959961
	Iteration 29F: 3 clusters Score -1147094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -506591.187500 Penalty: 2017.566162
	Iteration 0F: 2 clusters Score -506591.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -503094.500000 Penalty: 4035.132324
	Iteration 0F: 3 clusters Score -503094.5 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -503903.218750 Penalty: 4035.132324
	Iteration 1F: 3 clusters Score -503903.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -504184.906250 Penalty: 4035.132324
	Iteration 2F: 3 clusters Score -504184.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -504428.843750 Penalty: 4035.132324
	Iteration 3F: 3 clusters Score -504428.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -504601.031250 Penalty: 4035.132324
	Iteration 4F: 3 clusters Score -504601 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -504725.218750 Penalty: 4035.132324
	Iteration 5Q: 3 clusters Score -504725.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -504816.843750 Penalty: 4035.132324
	Iteration 6Q: 3 clusters Score -504816.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -504894.906250 Penalty: 4035.132324
	Iteration 7Q: 3 clusters Score -504894.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -504979.687500 Penalty: 4035.132324
	Iteration 8Q: 3 clusters Score -504979.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -505055.500000 Penalty: 4035.132324
	Iteration 9Q: 3 clusters Score -505055.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -505109.468750 Penalty: 4035.132324
	Iteration 10Q: 3 clusters Score -505109.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -505158.875000 Penalty: 4035.132324
	Iteration 11Q: 3 clusters Score -505158.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -505191.656250 Penalty: 4035.132324
	Iteration 12Q: 3 clusters Score -505191.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -505216.875000 Penalty: 4035.132324
	Iteration 13Q: 3 clusters Score -505216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -505236.718750 Penalty: 4035.132324
	Iteration 14Q: 3 clusters Score -505236.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -505249.250000 Penalty: 4035.132324
	Iteration 15Q: 3 clusters Score -505249.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -505260.218750 Penalty: 4035.132324
	Iteration 16Q: 3 clusters Score -505260.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -505271.937500 Penalty: 4035.132324
	Iteration 17Q: 3 clusters Score -505271.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -505277.406250 Penalty: 4035.132324
	Iteration 18Q: 3 clusters Score -505277.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -505284.500000 Penalty: 4035.132324
	Iteration 19Q: 3 clusters Score -505284.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -505286.250000 Penalty: 4035.132324
	Iteration 20F: 3 clusters Score -505286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -505288.750000 Penalty: 4035.132324
	Iteration 21Q: 3 clusters Score -505288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -505290.625000 Penalty: 4035.132324
	Iteration 22Q: 3 clusters Score -505290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -505292.937500 Penalty: 4035.132324
	Iteration 23Q: 3 clusters Score -505292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -505294.875000 Penalty: 4035.132324
	Iteration 24Q: 3 clusters Score -505294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -505294.625000 Penalty: 4035.132324
	Iteration 25Q: 3 clusters Score -505294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -505294.625000 Penalty: 4035.132324
	Iteration 26F: 3 clusters Score -505294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -549160.187500 Penalty: 2039.459473
	Iteration 0F: 2 clusters Score -549160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -545485.437500 Penalty: 4078.918945
	Iteration 0F: 3 clusters Score -545485.4 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -546485.125000 Penalty: 4078.918945
	Iteration 1F: 3 clusters Score -546485.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -546884.312500 Penalty: 4078.918945
	Iteration 2F: 3 clusters Score -546884.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -547411.687500 Penalty: 4078.918945
	Iteration 3F: 3 clusters Score -547411.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -548027.062500 Penalty: 4078.918945
	Iteration 4F: 3 clusters Score -548027.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -548491.687500 Penalty: 4078.918945
	Iteration 5F: 3 clusters Score -548491.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -548832.875000 Penalty: 4078.918945
	Iteration 6F: 3 clusters Score -548832.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -548996.312500 Penalty: 4078.918945
	Iteration 7Q: 3 clusters Score -548996.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -549070.187500 Penalty: 4078.918945
	Iteration 8Q: 3 clusters Score -549070.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -549107.000000 Penalty: 4078.918945
	Iteration 9Q: 3 clusters Score -549107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -549123.937500 Penalty: 4078.918945
	Iteration 10Q: 3 clusters Score -549123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -549132.812500 Penalty: 4078.918945
	Iteration 11Q: 3 clusters Score -549132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -549140.562500 Penalty: 4078.918945
	Iteration 12Q: 3 clusters Score -549140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -549147.062500 Penalty: 4078.918945
	Iteration 13Q: 3 clusters Score -549147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -549151.687500 Penalty: 4078.918945
	Iteration 14Q: 3 clusters Score -549151.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -549156.937500 Penalty: 4078.918945
	Iteration 15Q: 3 clusters Score -549156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -549159.125000 Penalty: 4078.918945
	Iteration 16Q: 3 clusters Score -549159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -549160.500000 Penalty: 4078.918945
	Iteration 17Q: 3 clusters Score -549160.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -549164.375000 Penalty: 4078.918945
	Iteration 18Q: 3 clusters Score -549164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -549165.000000 Penalty: 4078.918945
	Iteration 19Q: 3 clusters Score -549165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -549167.000000 Penalty: 4078.918945
	Iteration 20F: 3 clusters Score -549167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -549170.875000 Penalty: 4078.918945
	Iteration 21Q: 3 clusters Score -549170.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -549175.375000 Penalty: 4078.918945
	Iteration 22Q: 3 clusters Score -549175.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -549176.000000 Penalty: 4078.918945
	Iteration 23Q: 3 clusters Score -549176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -549178.062500 Penalty: 4078.918945
	Iteration 24Q: 3 clusters Score -549178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -549177.812500 Penalty: 4078.918945
	Iteration 25Q: 3 clusters Score -549177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -549178.500000 Penalty: 4078.918945
	Iteration 26Q: 3 clusters Score -549178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -549178.500000 Penalty: 4078.918945
	Iteration 27F: 3 clusters Score -549178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 2212 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 1516 members 
Entering Unmasked Estep 
Score: -86720072.000000 Penalty: 118243.585938
Splitting cluster 25 changes total score from -86721248.000000 to -86720072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (31016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Entering Unmasked Estep 
Score: -4793437.500000 Penalty: 2564.880127
	Iteration 0F: 2 clusters Score -4793438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4772108.500000 Penalty: 5129.760254
	Iteration 0F: 3 clusters Score -4772108 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4779641.500000 Penalty: 5129.760254
	Iteration 1F: 3 clusters Score -4779642 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4780041.500000 Penalty: 5129.760254
	Iteration 2Q: 3 clusters Score -4780042 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4780361.500000 Penalty: 5129.760254
	Iteration 3Q: 3 clusters Score -4780362 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -4780654.500000 Penalty: 5129.760254
	Iteration 4Q: 3 clusters Score -4780654 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4780989.000000 Penalty: 5129.760254
	Iteration 5Q: 3 clusters Score -4780989 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4781337.500000 Penalty: 5129.760254
	Iteration 6Q: 3 clusters Score -4781338 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -4781771.000000 Penalty: 5129.760254
	Iteration 7Q: 3 clusters Score -4781771 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4782301.500000 Penalty: 5129.760254
	Iteration 8Q: 3 clusters Score -4782302 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4783097.000000 Penalty: 5129.760254
	Iteration 9Q: 3 clusters Score -4783097 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -4784151.000000 Penalty: 5129.760254
	Iteration 10F: 3 clusters Score -4784151 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -4785438.500000 Penalty: 5129.760254
	Iteration 11F: 3 clusters Score -4785438 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4786963.500000 Penalty: 5129.760254
	Iteration 12F: 3 clusters Score -4786964 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4788494.000000 Penalty: 5129.760254
	Iteration 13F: 3 clusters Score -4788494 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4789666.500000 Penalty: 5129.760254
	Iteration 14Q: 3 clusters Score -4789666 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4790367.000000 Penalty: 5129.760254
	Iteration 15Q: 3 clusters Score -4790367 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4790722.500000 Penalty: 5129.760254
	Iteration 16Q: 3 clusters Score -4790722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4790892.500000 Penalty: 5129.760254
	Iteration 17Q: 3 clusters Score -4790892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4791007.500000 Penalty: 5129.760254
	Iteration 18Q: 3 clusters Score -4791008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4791071.000000 Penalty: 5129.760254
	Iteration 19Q: 3 clusters Score -4791071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4791117.000000 Penalty: 5129.760254
	Iteration 20F: 3 clusters Score -4791117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4791140.500000 Penalty: 5129.760254
	Iteration 21Q: 3 clusters Score -4791140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4791166.500000 Penalty: 5129.760254
	Iteration 22Q: 3 clusters Score -4791166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4791181.000000 Penalty: 5129.760254
	Iteration 23Q: 3 clusters Score -4791181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4791186.500000 Penalty: 5129.760254
	Iteration 24Q: 3 clusters Score -4791186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4791193.000000 Penalty: 5129.760254
	Iteration 25Q: 3 clusters Score -4791193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4791205.500000 Penalty: 5129.760254
	Iteration 26Q: 3 clusters Score -4791206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4791215.500000 Penalty: 5129.760254
	Iteration 27Q: 3 clusters Score -4791216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4791220.500000 Penalty: 5129.760254
	Iteration 28Q: 3 clusters Score -4791220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4791223.000000 Penalty: 5129.760254
	Iteration 29Q: 3 clusters Score -4791223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4791222.500000 Penalty: 5129.760254
	Iteration 30Q: 3 clusters Score -4791222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4791222.500000 Penalty: 5129.760254
	Iteration 31F: 3 clusters Score -4791222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -119654.812500 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -119654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117937.140625 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -117937.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118326.984375 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -118327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -118555.031250 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -118555 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -118705.109375 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -118705.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -118828.531250 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -118828.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -118955.945312 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -118955.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -119114.296875 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -119114.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -119269.968750 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -119270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -119381.601562 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -119381.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -119486.859375 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -119486.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -119565.921875 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -119565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -119602.335938 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -119602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -119611.015625 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -119611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -119621.859375 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -119621.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -119631.312500 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -119631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -119639.148438 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -119639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -119647.320312 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -119647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -119654.265625 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -119654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -119663.960938 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -119664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -119672.546875 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -119672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -119682.585938 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -119682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -119705.515625 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -119705.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -119713.421875 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -119713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -119721.437500 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -119721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -119748.492188 Penalty: 3360.014893
	Iteration 24Q: 3 clusters Score -119748.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -119792.851562 Penalty: 3360.014893
	Iteration 25Q: 3 clusters Score -119792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -119799.875000 Penalty: 3360.014893
	Iteration 26Q: 3 clusters Score -119799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -119801.898438 Penalty: 3360.014893
	Iteration 27Q: 3 clusters Score -119801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -119801.898438 Penalty: 3360.014893
	Iteration 28F: 3 clusters Score -119801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 681 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 917 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 194 members 
Entering Unmasked Estep 
Score: -86719824.000000 Penalty: 118243.585938
Splitting cluster 27 changes total score from -86721248.000000 to -86719824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Entering Unmasked Estep 
Score: -1351594.500000 Penalty: 2245.052979
	Iteration 0F: 2 clusters Score -1351594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1344792.000000 Penalty: 4490.105957
	Iteration 0F: 3 clusters Score -1344792 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1346744.625000 Penalty: 4490.105957
	Iteration 1F: 3 clusters Score -1346745 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1347023.625000 Penalty: 4490.105957
	Iteration 2F: 3 clusters Score -1347024 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1347212.750000 Penalty: 4490.105957
	Iteration 3Q: 3 clusters Score -1347213 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1347395.000000 Penalty: 4490.105957
	Iteration 4Q: 3 clusters Score -1347395 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1347579.125000 Penalty: 4490.105957
	Iteration 5Q: 3 clusters Score -1347579 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1347835.250000 Penalty: 4490.105957
	Iteration 6Q: 3 clusters Score -1347835 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1348165.875000 Penalty: 4490.105957
	Iteration 7F: 3 clusters Score -1348166 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1348580.875000 Penalty: 4490.105957
	Iteration 8F: 3 clusters Score -1348581 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1349073.000000 Penalty: 4490.105957
	Iteration 9F: 3 clusters Score -1349073 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1349488.750000 Penalty: 4490.105957
	Iteration 10Q: 3 clusters Score -1349489 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1349762.125000 Penalty: 4490.105957
	Iteration 11Q: 3 clusters Score -1349762 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1349934.250000 Penalty: 4490.105957
	Iteration 12Q: 3 clusters Score -1349934 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1350032.750000 Penalty: 4490.105957
	Iteration 13Q: 3 clusters Score -1350033 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1350105.875000 Penalty: 4490.105957
	Iteration 14Q: 3 clusters Score -1350106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1350146.750000 Penalty: 4490.105957
	Iteration 15Q: 3 clusters Score -1350147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1350167.375000 Penalty: 4490.105957
	Iteration 16Q: 3 clusters Score -1350167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1350183.375000 Penalty: 4490.105957
	Iteration 17Q: 3 clusters Score -1350183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1350192.750000 Penalty: 4490.105957
	Iteration 18Q: 3 clusters Score -1350193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1350203.500000 Penalty: 4490.105957
	Iteration 19Q: 3 clusters Score -1350204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1350209.125000 Penalty: 4490.105957
	Iteration 20F: 3 clusters Score -1350209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1350210.125000 Penalty: 4490.105957
	Iteration 21Q: 3 clusters Score -1350210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1350210.875000 Penalty: 4490.105957
	Iteration 22Q: 3 clusters Score -1350211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1350215.750000 Penalty: 4490.105957
	Iteration 23Q: 3 clusters Score -1350216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1350218.250000 Penalty: 4490.105957
	Iteration 24Q: 3 clusters Score -1350218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1350219.750000 Penalty: 4490.105957
	Iteration 25Q: 3 clusters Score -1350220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1350218.750000 Penalty: 4490.105957
	Iteration 26Q: 3 clusters Score -1350219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1350218.125000 Penalty: 4490.105957
	Iteration 27Q: 3 clusters Score -1350218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1350221.250000 Penalty: 4490.105957
	Iteration 28Q: 3 clusters Score -1350221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1350219.875000 Penalty: 4490.105957
	Iteration 29Q: 3 clusters Score -1350220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1350218.875000 Penalty: 4490.105957
	Iteration 30Q: 3 clusters Score -1350219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1350221.000000 Penalty: 4490.105957
	Iteration 31Q: 3 clusters Score -1350221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1350220.000000 Penalty: 4490.105957
	Iteration 32Q: 3 clusters Score -1350220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1350220.000000 Penalty: 4490.105957
	Iteration 33F: 3 clusters Score -1350220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -83630.679688 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -83630.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82043.929688 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -82043.93 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82271.265625 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -82271.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82346.148438 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -82346.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82396.148438 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -82396.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -82467.632812 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -82467.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82524.023438 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -82524.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82630.382812 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -82630.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82742.593750 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -82742.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82836.570312 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -82836.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82869.125000 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -82869.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -82876.578125 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -82876.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -82881.328125 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -82881.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -82882.101562 Penalty: 3196.289062
	Iteration 12Q: 3 clusters Score -82882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -82882.101562 Penalty: 3196.289062
	Iteration 13F: 3 clusters Score -82882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -217301.953125 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -217302 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 760 members 
Entering Unmasked Estep 
Score: -215081.562500 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -215081.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -215674.968750 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -215675 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -215976.125000 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -215976.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -216193.015625 Penalty: 3641.375977
	Iteration 3F: 3 clusters Score -216193 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -216473.234375 Penalty: 3641.375977
	Iteration 4F: 3 clusters Score -216473.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -216713.390625 Penalty: 3641.375977
	Iteration 5Q: 3 clusters Score -216713.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -216855.812500 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -216855.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216901.593750 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -216901.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216920.687500 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -216920.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216932.140625 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -216932.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216948.984375 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -216949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216960.390625 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -216960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216972.578125 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -216972.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216982.203125 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -216982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -216986.765625 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -216986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -216989.812500 Penalty: 3641.375977
	Iteration 15Q: 3 clusters Score -216989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -216991.390625 Penalty: 3641.375977
	Iteration 16Q: 3 clusters Score -216991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -216996.937500 Penalty: 3641.375977
	Iteration 17Q: 3 clusters Score -216996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -216998.046875 Penalty: 3641.375977
	Iteration 18Q: 3 clusters Score -216998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -216998.968750 Penalty: 3641.375977
	Iteration 19Q: 3 clusters Score -216999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -216998.968750 Penalty: 3641.375977
	Iteration 20F: 3 clusters Score -216999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -47062.511719 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -47062.51 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 165 members 
Entering Unmasked Estep 
Score: -45731.039062 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -45731.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45866.667969 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -45866.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -45895.675781 Penalty: 2873.334717
	Iteration 2Q: 3 clusters Score -45895.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -45902.062500 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -45902.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45907.937500 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -45907.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45907.937500 Penalty: 2873.334717
	Iteration 5F: 3 clusters Score -45907.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -107389.539062 Penalty: 1691.634644
	Iteration 0F: 2 clusters Score -107389.5 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 453 members 
Entering Unmasked Estep 
Score: -105641.132812 Penalty: 3383.269287
	Iteration 0F: 3 clusters Score -105641.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106252.382812 Penalty: 3383.269287
	Iteration 1F: 3 clusters Score -106252.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -106706.882812 Penalty: 3383.269287
	Iteration 2F: 3 clusters Score -106706.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107223.109375 Penalty: 3383.269287
	Iteration 3F: 3 clusters Score -107223.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -107457.718750 Penalty: 3383.269287
	Iteration 4Q: 3 clusters Score -107457.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107488.453125 Penalty: 3383.269287
	Iteration 5Q: 3 clusters Score -107488.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107514.398438 Penalty: 3383.269287
	Iteration 6Q: 3 clusters Score -107514.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107531.492188 Penalty: 3383.269287
	Iteration 7Q: 3 clusters Score -107531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107534.734375 Penalty: 3383.269287
	Iteration 8Q: 3 clusters Score -107534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107534.734375 Penalty: 3383.269287
	Iteration 9F: 3 clusters Score -107534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 507 members 
Mstep: Class 6 contains 5305 members 
Mstep: Class 7 contains 22889 members 
Mstep: Class 8 contains 8848 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 113525 members 
Mstep: Class 11 contains 1772 members 
Mstep: Class 12 contains 23164 members 
Mstep: Class 13 contains 299 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 131273 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 317 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 660 members 
Mstep: Class 20 contains 12804 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 7252 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 629 members 
Mstep: Class 30 contains 1543 members 
Mstep: Class 31 contains 328 members 
Mstep: Class 32 contains 330 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 759 members 
Mstep: Class 36 contains 587 members 
Entering Unmasked Estep 
Score: -86719808.000000 Penalty: 118243.585938
Splitting cluster 32 changes total score from -86721248.000000 to -86719808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -30370.382812 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -30370.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29198.740234 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -29198.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29300.568359 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -29300.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29313.421875 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -29313.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29324.314453 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -29324.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29339.378906 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -29339.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29352.685547 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -29352.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29360.476562 Penalty: 2690.775146
	Iteration 6Q: 3 clusters Score -29360.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29360.476562 Penalty: 2690.775146
	Iteration 7F: 3 clusters Score -29360.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -287255.000000 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -287255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -284719.593750 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -284719.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -285107.187500 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -285107.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -285221.187500 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -285221.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -285295.281250 Penalty: 3721.631592
	Iteration 3Q: 3 clusters Score -285295.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -285338.375000 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -285338.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -285360.343750 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -285360.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -285378.343750 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -285378.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -285392.000000 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -285392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -285398.937500 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -285398.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -285405.781250 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -285405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -285409.656250 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -285409.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -285411.593750 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -285411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -285413.468750 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -285413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -285414.468750 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -285414.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -285415.093750 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -285415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -285415.718750 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -285415.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -285415.718750 Penalty: 3721.631592
	Iteration 16F: 3 clusters Score -285415.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -91862.554688 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -91862.55 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 400 members 
Entering Unmasked Estep 
Score: -90229.734375 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -90229.73 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90764.031250 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -90764.03 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91053.656250 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -91053.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91315.914062 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -91315.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91468.664062 Penalty: 3289.472900
	Iteration 4F: 3 clusters Score -91468.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91537.242188 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -91537.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91574.820312 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -91574.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91621.250000 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -91621.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91646.976562 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -91646.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91646.976562 Penalty: 3289.472900
	Iteration 9F: 3 clusters Score -91646.98 nChanged 0
--- Evaluating fit on full set of 1694237 points ---
Entering Unmasked Estep 
Score: -261141936.000000 Penalty: 124495.007812
23->36 Clusters: Score -261141936.000000, best is -261176000.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 564745 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 24475 members 
Mstep: Class 3 contains 24625 members 
Mstep: Class 4 contains 24684 members 
Mstep: Class 5 contains 24566 members 
Mstep: Class 6 contains 24535 members 
Mstep: Class 7 contains 24490 members 
Mstep: Class 8 contains 24366 members 
Mstep: Class 9 contains 24246 members 
Mstep: Class 10 contains 24804 members 
Mstep: Class 11 contains 24310 members 
Mstep: Class 12 contains 24219 members 
Mstep: Class 13 contains 24734 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 24617 members 
Mstep: Class 16 contains 24851 members 
Mstep: Class 17 contains 24511 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 24600 members 
Mstep: Class 20 contains 24584 members 
Mstep: Class 21 contains 24706 members 
Mstep: Class 22 contains 24607 members 
Mstep: Class 23 contains 24693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1013.017395 but Gain 3284.546875
Score: -80286856.000000 Penalty: 72259.968750
Iteration 0F: 23 clusters Score -8.028686e+07 nChanged 539843
Entering Unmasked Mstep 
Mstep: Class 0 contains 3618 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2023 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 44452 members 
Mstep: Class 5 contains 2731 members 
Mstep: Class 6 contains 18993 members 
Mstep: Class 7 contains 8035 members 
Mstep: Class 8 contains 33312 members 
Mstep: Class 9 contains 1671 members 
Mstep: Class 10 contains 9495 members 
Mstep: Class 11 contains 42434 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 1926 members 
Mstep: Class 14 contains 328290 members 
Mstep: Class 15 contains 3098 members 
Mstep: Class 16 contains 25998 members 
Mstep: Class 17 contains 10831 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 20 contains 9296 members 
Mstep: Class 21 contains 4114 members 
Mstep: Class 22 contains 1942 members 
Mstep: Class 23 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1977.936279 but Gain 3284.546875
Score: -84966352.000000 Penalty: 68975.421875
Iteration 1F: 22 clusters Score -8.496635e+07 nChanged 169169
Entering Unmasked Mstep 
Mstep: Class 0 contains 936 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 50718 members 
Mstep: Class 5 contains 3741 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 7100 members 
Mstep: Class 8 contains 16202 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 22641 members 
Mstep: Class 11 contains 31718 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 2934 members 
Mstep: Class 14 contains 356308 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 20 contains 14584 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 3622 members 
Mstep: Class 23 contains 2919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -85800112.000000 Penalty: 68975.421875
Iteration 2F: 22 clusters Score -8.580011e+07 nChanged 122021
Entering Unmasked Mstep 
Mstep: Class 0 contains 540 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5146 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 71399 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 7149 members 
Mstep: Class 7 contains 7403 members 
Mstep: Class 8 contains 10100 members 
Mstep: Class 9 contains 2674 members 
Mstep: Class 10 contains 40814 members 
Mstep: Class 11 contains 27806 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 8041 members 
Mstep: Class 14 contains 313459 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 27045 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 20 contains 20468 members 
Mstep: Class 21 contains 4921 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86118416.000000 Penalty: 68975.421875
Iteration 3F: 22 clusters Score -8.611842e+07 nChanged 94663
Entering Unmasked Mstep 
Mstep: Class 0 contains 502 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7728 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 100782 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 10505 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 7836 members 
Mstep: Class 9 contains 3278 members 
Mstep: Class 10 contains 52206 members 
Mstep: Class 11 contains 24589 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 10962 members 
Mstep: Class 14 contains 262496 members 
Mstep: Class 15 contains 1788 members 
Mstep: Class 16 contains 30178 members 
Mstep: Class 17 contains 3357 members 
Mstep: Class 20 contains 22289 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 1859 members 
Mstep: Class 23 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86293264.000000 Penalty: 68975.421875
Iteration 4F: 22 clusters Score -8.629326e+07 nChanged 73100
Entering Unmasked Mstep 
Mstep: Class 0 contains 479 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9400 members 
Mstep: Class 3 contains 2359 members 
Mstep: Class 4 contains 131857 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 16205 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 3837 members 
Mstep: Class 10 contains 57506 members 
Mstep: Class 11 contains 20260 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 222492 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 30936 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 20 contains 22506 members 
Mstep: Class 21 contains 7687 members 
Mstep: Class 22 contains 1851 members 
Mstep: Class 23 contains 2079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86406864.000000 Penalty: 68975.421875
Iteration 5F: 22 clusters Score -8.640686e+07 nChanged 59357
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10353 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 159610 members 
Mstep: Class 5 contains 2528 members 
Mstep: Class 6 contains 21675 members 
Mstep: Class 7 contains 9998 members 
Mstep: Class 8 contains 3241 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 58445 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 9342 members 
Mstep: Class 14 contains 195165 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 30634 members 
Mstep: Class 17 contains 3562 members 
Mstep: Class 20 contains 22414 members 
Mstep: Class 21 contains 7320 members 
Mstep: Class 22 contains 1809 members 
Mstep: Class 23 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3008.988037 but Gain 3284.539062
Score: -86476192.000000 Penalty: 65690.882812
Iteration 6F: 21 clusters Score -8.647619e+07 nChanged 50633
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11032 members 
Mstep: Class 3 contains 2628 members 
Mstep: Class 4 contains 178275 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 25688 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 57578 members 
Mstep: Class 11 contains 11763 members 
Mstep: Class 12 contains 1469 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 180284 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 30490 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 20 contains 22236 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 1773 members 
Mstep: Class 23 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86510216.000000 Penalty: 65690.882812
Iteration 7F: 21 clusters Score -8.651022e+07 nChanged 44947
Entering Unmasked Mstep 
Mstep: Class 0 contains 450 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11370 members 
Mstep: Class 3 contains 2666 members 
Mstep: Class 4 contains 193198 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 27589 members 
Mstep: Class 7 contains 11192 members 
Mstep: Class 9 contains 2478 members 
Mstep: Class 10 contains 55541 members 
Mstep: Class 11 contains 9369 members 
Mstep: Class 12 contains 1745 members 
Mstep: Class 13 contains 7867 members 
Mstep: Class 14 contains 169262 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 30087 members 
Mstep: Class 17 contains 3322 members 
Mstep: Class 20 contains 21698 members 
Mstep: Class 21 contains 7356 members 
Mstep: Class 22 contains 1761 members 
Mstep: Class 23 contains 2738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86526824.000000 Penalty: 65690.882812
Iteration 8F: 21 clusters Score -8.652682e+07 nChanged 38098
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11480 members 
Mstep: Class 3 contains 2660 members 
Mstep: Class 4 contains 200778 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 29075 members 
Mstep: Class 7 contains 11442 members 
Mstep: Class 9 contains 2165 members 
Mstep: Class 10 contains 53699 members 
Mstep: Class 11 contains 8405 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 7035 members 
Mstep: Class 14 contains 163979 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 29901 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 20 contains 21271 members 
Mstep: Class 21 contains 7650 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86529496.000000 Penalty: 65690.882812
Iteration 9F: 21 clusters Score -8.65295e+07 nChanged 27759
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11487 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 4 contains 202590 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 30494 members 
Mstep: Class 7 contains 11531 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 52659 members 
Mstep: Class 11 contains 8497 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 6272 members 
Mstep: Class 14 contains 162077 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 30073 members 
Mstep: Class 17 contains 3196 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 21 contains 7987 members 
Mstep: Class 22 contains 1730 members 
Mstep: Class 23 contains 2928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86535672.000000 Penalty: 65690.882812
Iteration 10Q: 21 clusters Score -8.653567e+07 nChanged 19160
Entering Unmasked Mstep 
Mstep: Class 0 contains 446 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11289 members 
Mstep: Class 3 contains 2586 members 
Mstep: Class 4 contains 202737 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 31818 members 
Mstep: Class 7 contains 11470 members 
Mstep: Class 9 contains 2058 members 
Mstep: Class 10 contains 52036 members 
Mstep: Class 11 contains 9377 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 160640 members 
Mstep: Class 15 contains 1761 members 
Mstep: Class 16 contains 30411 members 
Mstep: Class 17 contains 3138 members 
Mstep: Class 20 contains 21018 members 
Mstep: Class 21 contains 8229 members 
Mstep: Class 22 contains 1709 members 
Mstep: Class 23 contains 3092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86539928.000000 Penalty: 65690.882812
Iteration 11Q: 21 clusters Score -8.653993e+07 nChanged 14624
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 202333 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 32908 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 9 contains 2151 members 
Mstep: Class 10 contains 51542 members 
Mstep: Class 11 contains 10900 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 5174 members 
Mstep: Class 14 contains 159141 members 
Mstep: Class 15 contains 1749 members 
Mstep: Class 16 contains 30776 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 20 contains 21076 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 3228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86545736.000000 Penalty: 65690.882812
Iteration 12Q: 21 clusters Score -8.654574e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 201902 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 33789 members 
Mstep: Class 7 contains 11231 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 50997 members 
Mstep: Class 11 contains 12894 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 4837 members 
Mstep: Class 14 contains 157506 members 
Mstep: Class 15 contains 1741 members 
Mstep: Class 16 contains 31094 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 20 contains 21186 members 
Mstep: Class 21 contains 8442 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 3314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86552144.000000 Penalty: 65690.882812
Iteration 13Q: 21 clusters Score -8.655214e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 201747 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 34470 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 50317 members 
Mstep: Class 11 contains 15142 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 155715 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 31336 members 
Mstep: Class 17 contains 3030 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 8494 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 3413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86557912.000000 Penalty: 65690.882812
Iteration 14Q: 21 clusters Score -8.655791e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 2357 members 
Mstep: Class 4 contains 201561 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 34985 members 
Mstep: Class 7 contains 10932 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 49548 members 
Mstep: Class 11 contains 17499 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 153962 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 31580 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 20 contains 21392 members 
Mstep: Class 21 contains 8544 members 
Mstep: Class 22 contains 1630 members 
Mstep: Class 23 contains 3480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86563640.000000 Penalty: 65690.882812
Iteration 15Q: 21 clusters Score -8.656364e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8647 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 201446 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 35432 members 
Mstep: Class 7 contains 10908 members 
Mstep: Class 9 contains 3466 members 
Mstep: Class 10 contains 48693 members 
Mstep: Class 11 contains 19877 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 4177 members 
Mstep: Class 14 contains 152119 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 31771 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 20 contains 21422 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 3554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86568080.000000 Penalty: 65690.882812
Iteration 16Q: 21 clusters Score -8.656808e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8233 members 
Mstep: Class 3 contains 2253 members 
Mstep: Class 4 contains 201500 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 35764 members 
Mstep: Class 7 contains 10881 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 47790 members 
Mstep: Class 11 contains 22054 members 
Mstep: Class 12 contains 2637 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 150336 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 16 contains 31905 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 20 contains 21463 members 
Mstep: Class 21 contains 8582 members 
Mstep: Class 22 contains 1637 members 
Mstep: Class 23 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86570616.000000 Penalty: 65690.882812
Iteration 17Q: 21 clusters Score -8.657062e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7981 members 
Mstep: Class 3 contains 2220 members 
Mstep: Class 4 contains 201621 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 35998 members 
Mstep: Class 7 contains 10850 members 
Mstep: Class 9 contains 4173 members 
Mstep: Class 10 contains 46914 members 
Mstep: Class 11 contains 24005 members 
Mstep: Class 12 contains 2749 members 
Mstep: Class 13 contains 3953 members 
Mstep: Class 14 contains 148713 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 20 contains 21477 members 
Mstep: Class 21 contains 8575 members 
Mstep: Class 22 contains 1645 members 
Mstep: Class 23 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86572472.000000 Penalty: 65690.882812
Iteration 18Q: 21 clusters Score -8.657247e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7802 members 
Mstep: Class 3 contains 2194 members 
Mstep: Class 4 contains 201662 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 36183 members 
Mstep: Class 7 contains 10839 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 46067 members 
Mstep: Class 11 contains 25823 members 
Mstep: Class 12 contains 2832 members 
Mstep: Class 13 contains 3902 members 
Mstep: Class 14 contains 147248 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 32077 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 20 contains 21485 members 
Mstep: Class 21 contains 8554 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86574200.000000 Penalty: 65690.882812
Iteration 19Q: 21 clusters Score -8.65742e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 447 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7683 members 
Mstep: Class 3 contains 2182 members 
Mstep: Class 4 contains 201789 members 
Mstep: Class 5 contains 2424 members 
Mstep: Class 6 contains 36338 members 
Mstep: Class 7 contains 10834 members 
Mstep: Class 9 contains 4871 members 
Mstep: Class 10 contains 45273 members 
Mstep: Class 11 contains 27561 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 3856 members 
Mstep: Class 14 contains 145669 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 32143 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 20 contains 21510 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 3850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86576536.000000 Penalty: 65690.882812
Iteration 20F: 21 clusters Score -8.657654e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 439 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 201924 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 36442 members 
Mstep: Class 7 contains 10823 members 
Mstep: Class 9 contains 5256 members 
Mstep: Class 10 contains 44534 members 
Mstep: Class 11 contains 29538 members 
Mstep: Class 12 contains 2908 members 
Mstep: Class 13 contains 3963 members 
Mstep: Class 14 contains 144140 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 32181 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 20 contains 21512 members 
Mstep: Class 21 contains 8521 members 
Mstep: Class 22 contains 1591 members 
Mstep: Class 23 contains 3909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86579856.000000 Penalty: 65690.882812
Iteration 21Q: 21 clusters Score -8.657986e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7072 members 
Mstep: Class 3 contains 1999 members 
Mstep: Class 4 contains 202052 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 36583 members 
Mstep: Class 7 contains 10824 members 
Mstep: Class 9 contains 5629 members 
Mstep: Class 10 contains 43822 members 
Mstep: Class 11 contains 31230 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 142740 members 
Mstep: Class 15 contains 1658 members 
Mstep: Class 16 contains 32220 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 20 contains 21509 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 1545 members 
Mstep: Class 23 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86582560.000000 Penalty: 65690.882812
Iteration 22Q: 21 clusters Score -8.658256e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 202125 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 36723 members 
Mstep: Class 7 contains 10822 members 
Mstep: Class 9 contains 6009 members 
Mstep: Class 10 contains 43125 members 
Mstep: Class 11 contains 32698 members 
Mstep: Class 12 contains 2925 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 141514 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 32265 members 
Mstep: Class 17 contains 2920 members 
Mstep: Class 20 contains 21472 members 
Mstep: Class 21 contains 8585 members 
Mstep: Class 22 contains 1548 members 
Mstep: Class 23 contains 4073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86583968.000000 Penalty: 65690.882812
Iteration 23Q: 21 clusters Score -8.658397e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 1922 members 
Mstep: Class 4 contains 202221 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 36862 members 
Mstep: Class 7 contains 10814 members 
Mstep: Class 9 contains 6337 members 
Mstep: Class 10 contains 42467 members 
Mstep: Class 11 contains 34017 members 
Mstep: Class 12 contains 2941 members 
Mstep: Class 13 contains 3891 members 
Mstep: Class 14 contains 140369 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 32321 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 20 contains 21453 members 
Mstep: Class 21 contains 8606 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86585256.000000 Penalty: 65690.882812
Iteration 24Q: 21 clusters Score -8.658526e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6796 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 202281 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 36952 members 
Mstep: Class 7 contains 10807 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 41855 members 
Mstep: Class 11 contains 35212 members 
Mstep: Class 12 contains 2961 members 
Mstep: Class 13 contains 3839 members 
Mstep: Class 14 contains 139330 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 32366 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 20 contains 21435 members 
Mstep: Class 21 contains 8625 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 4236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86586200.000000 Penalty: 65690.882812
Iteration 25Q: 21 clusters Score -8.65862e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 202311 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 36998 members 
Mstep: Class 7 contains 10808 members 
Mstep: Class 9 contains 6970 members 
Mstep: Class 10 contains 41314 members 
Mstep: Class 11 contains 36358 members 
Mstep: Class 12 contains 2973 members 
Mstep: Class 13 contains 3804 members 
Mstep: Class 14 contains 138338 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 32395 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 20 contains 21387 members 
Mstep: Class 21 contains 8635 members 
Mstep: Class 22 contains 1560 members 
Mstep: Class 23 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86587368.000000 Penalty: 65690.882812
Iteration 26Q: 21 clusters Score -8.658737e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 202252 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 37045 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 40818 members 
Mstep: Class 11 contains 37353 members 
Mstep: Class 12 contains 2981 members 
Mstep: Class 13 contains 3787 members 
Mstep: Class 14 contains 137469 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 32425 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 20 contains 21349 members 
Mstep: Class 21 contains 8637 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86588272.000000 Penalty: 65690.882812
Iteration 27Q: 21 clusters Score -8.658827e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6762 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 202146 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 37087 members 
Mstep: Class 7 contains 10777 members 
Mstep: Class 9 contains 7648 members 
Mstep: Class 10 contains 40363 members 
Mstep: Class 11 contains 38302 members 
Mstep: Class 12 contains 3000 members 
Mstep: Class 13 contains 3777 members 
Mstep: Class 14 contains 136649 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 32446 members 
Mstep: Class 17 contains 2836 members 
Mstep: Class 20 contains 21294 members 
Mstep: Class 21 contains 8637 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86589296.000000 Penalty: 65690.882812
Iteration 28Q: 21 clusters Score -8.65893e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6765 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 201955 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 37102 members 
Mstep: Class 7 contains 10750 members 
Mstep: Class 9 contains 7992 members 
Mstep: Class 10 contains 39959 members 
Mstep: Class 11 contains 39170 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 135970 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 32453 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 20 contains 21246 members 
Mstep: Class 21 contains 8639 members 
Mstep: Class 22 contains 1550 members 
Mstep: Class 23 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86590736.000000 Penalty: 65690.882812
Iteration 29Q: 21 clusters Score -8.659074e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6782 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 201779 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 37108 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 9 contains 8311 members 
Mstep: Class 10 contains 39569 members 
Mstep: Class 11 contains 39956 members 
Mstep: Class 12 contains 3047 members 
Mstep: Class 13 contains 3751 members 
Mstep: Class 14 contains 135331 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 32465 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 20 contains 21207 members 
Mstep: Class 21 contains 8646 members 
Mstep: Class 22 contains 1552 members 
Mstep: Class 23 contains 4750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86591864.000000 Penalty: 65690.882812
Iteration 30Q: 21 clusters Score -8.659186e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6795 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 201565 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 37113 members 
Mstep: Class 7 contains 10727 members 
Mstep: Class 9 contains 8602 members 
Mstep: Class 10 contains 39192 members 
Mstep: Class 11 contains 40717 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 3745 members 
Mstep: Class 14 contains 134769 members 
Mstep: Class 15 contains 1625 members 
Mstep: Class 16 contains 32459 members 
Mstep: Class 17 contains 2823 members 
Mstep: Class 20 contains 21146 members 
Mstep: Class 21 contains 8644 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 4872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86593344.000000 Penalty: 65690.882812
Iteration 31Q: 21 clusters Score -8.659334e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6823 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 201336 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37109 members 
Mstep: Class 7 contains 10715 members 
Mstep: Class 9 contains 8901 members 
Mstep: Class 10 contains 38834 members 
Mstep: Class 11 contains 41394 members 
Mstep: Class 12 contains 3143 members 
Mstep: Class 13 contains 3735 members 
Mstep: Class 14 contains 134228 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 32480 members 
Mstep: Class 17 contains 2817 members 
Mstep: Class 20 contains 21110 members 
Mstep: Class 21 contains 8648 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86594776.000000 Penalty: 65690.882812
Iteration 32Q: 21 clusters Score -8.659478e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 201002 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37115 members 
Mstep: Class 7 contains 10703 members 
Mstep: Class 9 contains 9192 members 
Mstep: Class 10 contains 38509 members 
Mstep: Class 11 contains 42071 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 3725 members 
Mstep: Class 14 contains 133689 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 32510 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 20 contains 21078 members 
Mstep: Class 21 contains 8651 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86596192.000000 Penalty: 65690.882812
Iteration 33Q: 21 clusters Score -8.659619e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 200642 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37102 members 
Mstep: Class 7 contains 10675 members 
Mstep: Class 9 contains 9477 members 
Mstep: Class 10 contains 38195 members 
Mstep: Class 11 contains 42737 members 
Mstep: Class 12 contains 3489 members 
Mstep: Class 13 contains 3719 members 
Mstep: Class 14 contains 133156 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 20 contains 21053 members 
Mstep: Class 21 contains 8654 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86597528.000000 Penalty: 65690.882812
Iteration 34Q: 21 clusters Score -8.659753e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 200387 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37112 members 
Mstep: Class 7 contains 10652 members 
Mstep: Class 9 contains 9757 members 
Mstep: Class 10 contains 37880 members 
Mstep: Class 11 contains 43347 members 
Mstep: Class 12 contains 3714 members 
Mstep: Class 13 contains 3712 members 
Mstep: Class 14 contains 132530 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 32540 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 20 contains 21025 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 5225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86598696.000000 Penalty: 65690.882812
Iteration 35Q: 21 clusters Score -8.65987e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 200098 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 37125 members 
Mstep: Class 7 contains 10639 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 10 contains 37604 members 
Mstep: Class 11 contains 43933 members 
Mstep: Class 12 contains 3902 members 
Mstep: Class 13 contains 3709 members 
Mstep: Class 14 contains 131968 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 32549 members 
Mstep: Class 17 contains 2815 members 
Mstep: Class 20 contains 20980 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 5305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86599856.000000 Penalty: 65690.882812
Iteration 36Q: 21 clusters Score -8.659986e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6949 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 199809 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 37122 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 9 contains 10329 members 
Mstep: Class 10 contains 37331 members 
Mstep: Class 11 contains 44497 members 
Mstep: Class 12 contains 4108 members 
Mstep: Class 13 contains 3704 members 
Mstep: Class 14 contains 131464 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 32535 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 20 contains 20947 members 
Mstep: Class 21 contains 8660 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86601008.000000 Penalty: 65690.882812
Iteration 37Q: 21 clusters Score -8.660101e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6979 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 199592 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37118 members 
Mstep: Class 7 contains 10577 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 37062 members 
Mstep: Class 11 contains 45077 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 3701 members 
Mstep: Class 14 contains 130850 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 32532 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 20 contains 20891 members 
Mstep: Class 21 contains 8660 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 5457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86601864.000000 Penalty: 65690.882812
Iteration 38Q: 21 clusters Score -8.660186e+07 nChanged 2379
Entering ConstructFrom: 
Score: -86601864.000000 Penalty: 65690.882812
Entering ConstructFrom: 
Trying to split cluster 1 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -69302.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -69302.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67982.609375 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -67982.61 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69279.367188 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -69279.37 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -70421.531250 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -70421.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -71225.640625 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -71225.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -71413.273438 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -71413.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -71629.843750 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -71629.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -71704.984375 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -71704.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -71733.171875 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -71733.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71766.460938 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -71766.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -71798.460938 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -71798.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71824.187500 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -71824.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71829.695312 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -71829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71839.664062 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -71839.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71848.195312 Penalty: 3192.330566
	Iteration 13F: 3 clusters Score -71848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71866.476562 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -71866.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71870.164062 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -71870.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71870.164062 Penalty: 3192.330566
	Iteration 16F: 3 clusters Score -71870.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 199367 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 45664 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Entering Unmasked Estep 
Score: -86603592.000000 Penalty: 68975.421875
Splitting cluster 1 changes total score from -86601864.000000 to -86603592.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (7004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Entering Unmasked Estep 
Score: -1039664.250000 Penalty: 2195.850586
	Iteration 0F: 2 clusters Score -1039664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1033928.375000 Penalty: 4391.701172
	Iteration 0F: 3 clusters Score -1033928 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1035724.187500 Penalty: 4391.701172
	Iteration 1F: 3 clusters Score -1035724 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1036978.375000 Penalty: 4391.701172
	Iteration 2F: 3 clusters Score -1036978 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1038895.000000 Penalty: 4391.701172
	Iteration 3F: 3 clusters Score -1038895 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1040533.687500 Penalty: 4391.701172
	Iteration 4F: 3 clusters Score -1040534 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1041974.937500 Penalty: 4391.701172
	Iteration 5F: 3 clusters Score -1041975 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1042989.687500 Penalty: 4391.701172
	Iteration 6F: 3 clusters Score -1042990 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1043546.062500 Penalty: 4391.701172
	Iteration 7Q: 3 clusters Score -1043546 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1043825.062500 Penalty: 4391.701172
	Iteration 8Q: 3 clusters Score -1043825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1043893.125000 Penalty: 4391.701172
	Iteration 9Q: 3 clusters Score -1043893 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1043911.312500 Penalty: 4391.701172
	Iteration 10Q: 3 clusters Score -1043911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1043920.437500 Penalty: 4391.701172
	Iteration 11Q: 3 clusters Score -1043920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1043925.062500 Penalty: 4391.701172
	Iteration 12Q: 3 clusters Score -1043925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1043926.000000 Penalty: 4391.701172
	Iteration 13Q: 3 clusters Score -1043926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1043930.500000 Penalty: 4391.701172
	Iteration 14Q: 3 clusters Score -1043930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1043930.125000 Penalty: 4391.701172
	Iteration 15Q: 3 clusters Score -1043930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1043930.562500 Penalty: 4391.701172
	Iteration 16Q: 3 clusters Score -1043931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1043930.562500 Penalty: 4391.701172
	Iteration 17F: 3 clusters Score -1043931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 199367 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 45664 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Entering Unmasked Estep 
Score: -86606800.000000 Penalty: 72259.968750
Splitting cluster 2 changes total score from -86601864.000000 to -86606800.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 3 (1888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Entering Unmasked Estep 
Score: -261632.359375 Penalty: 1870.731812
	Iteration 0F: 2 clusters Score -261632.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -259220.453125 Penalty: 3741.463623
	Iteration 0F: 3 clusters Score -259220.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -259860.484375 Penalty: 3741.463623
	Iteration 1F: 3 clusters Score -259860.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -260395.546875 Penalty: 3741.463623
	Iteration 2F: 3 clusters Score -260395.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -261160.312500 Penalty: 3741.463623
	Iteration 3F: 3 clusters Score -261160.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -262201.593750 Penalty: 3741.463623
	Iteration 4F: 3 clusters Score -262201.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -262761.156250 Penalty: 3741.463623
	Iteration 5F: 3 clusters Score -262761.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -262945.500000 Penalty: 3741.463623
	Iteration 6Q: 3 clusters Score -262945.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -263015.906250 Penalty: 3741.463623
	Iteration 7Q: 3 clusters Score -263015.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -263042.093750 Penalty: 3741.463623
	Iteration 8Q: 3 clusters Score -263042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -263054.562500 Penalty: 3741.463623
	Iteration 9Q: 3 clusters Score -263054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -263061.500000 Penalty: 3741.463623
	Iteration 10Q: 3 clusters Score -263061.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -263065.437500 Penalty: 3741.463623
	Iteration 11Q: 3 clusters Score -263065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -263067.843750 Penalty: 3741.463623
	Iteration 12Q: 3 clusters Score -263067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -263069.000000 Penalty: 3741.463623
	Iteration 13Q: 3 clusters Score -263069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -263069.000000 Penalty: 3741.463623
	Iteration 14F: 3 clusters Score -263069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 199367 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 45664 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Entering Unmasked Estep 
Score: -86607304.000000 Penalty: 75544.515625
Splitting cluster 3 changes total score from -86601864.000000 to -86607304.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (199367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199367 members 
Entering Unmasked Estep 
Score: -31263140.000000 Penalty: 3026.319824
	Iteration 0F: 2 clusters Score -3.126314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99619 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -31183220.000000 Penalty: 6052.639648
	Iteration 0F: 3 clusters Score -3.118322e+07 nChanged 95935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -31239026.000000 Penalty: 6052.639648
	Iteration 1F: 3 clusters Score -3.123903e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -31240214.000000 Penalty: 6052.639648
	Iteration 2Q: 3 clusters Score -3.124021e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -31241332.000000 Penalty: 6052.639648
	Iteration 3Q: 3 clusters Score -3.124133e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 100505 members 
Entering Unmasked Estep 
Score: -31242790.000000 Penalty: 6052.639648
	Iteration 4Q: 3 clusters Score -3.124279e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -31244792.000000 Penalty: 6052.639648
	Iteration 5Q: 3 clusters Score -3.124479e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -31247692.000000 Penalty: 6052.639648
	Iteration 6Q: 3 clusters Score -3.124769e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99496 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -31251818.000000 Penalty: 6052.639648
	Iteration 7Q: 3 clusters Score -3.125182e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -31257922.000000 Penalty: 6052.639648
	Iteration 8F: 3 clusters Score -3.125792e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102787 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -31266272.000000 Penalty: 6052.639648
	Iteration 9F: 3 clusters Score -3.126627e+07 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -31276292.000000 Penalty: 6052.639648
	Iteration 10F: 3 clusters Score -3.127629e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -31283304.000000 Penalty: 6052.639648
	Iteration 11F: 3 clusters Score -3.12833e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 90767 members 
Entering Unmasked Estep 
Score: -31286156.000000 Penalty: 6052.639648
	Iteration 12Q: 3 clusters Score -3.128616e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -31287292.000000 Penalty: 6052.639648
	Iteration 13Q: 3 clusters Score -3.128729e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110704 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -31287662.000000 Penalty: 6052.639648
	Iteration 14Q: 3 clusters Score -3.128766e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -31288348.000000 Penalty: 6052.639648
	Iteration 15Q: 3 clusters Score -3.128835e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112529 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -31288908.000000 Penalty: 6052.639648
	Iteration 16Q: 3 clusters Score -3.128891e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Mstep: Class 2 contains 86023 members 
Entering Unmasked Estep 
Score: -31289340.000000 Penalty: 6052.639648
	Iteration 17Q: 3 clusters Score -3.128934e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114186 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -31289702.000000 Penalty: 6052.639648
	Iteration 18Q: 3 clusters Score -3.12897e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114884 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -31289948.000000 Penalty: 6052.639648
	Iteration 19Q: 3 clusters Score -3.128995e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115420 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -31290294.000000 Penalty: 6052.639648
	Iteration 20F: 3 clusters Score -3.129029e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115813 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -31290598.000000 Penalty: 6052.639648
	Iteration 21Q: 3 clusters Score -3.12906e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116157 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -31290968.000000 Penalty: 6052.639648
	Iteration 22Q: 3 clusters Score -3.129097e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -31291228.000000 Penalty: 6052.639648
	Iteration 23Q: 3 clusters Score -3.129123e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -31291562.000000 Penalty: 6052.639648
	Iteration 24Q: 3 clusters Score -3.129156e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -31291798.000000 Penalty: 6052.639648
	Iteration 25Q: 3 clusters Score -3.12918e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116846 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -31291902.000000 Penalty: 6052.639648
	Iteration 26Q: 3 clusters Score -3.12919e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116859 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -31291882.000000 Penalty: 6052.639648
	Iteration 27Q: 3 clusters Score -3.129188e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -31292170.000000 Penalty: 6052.639648
	Iteration 28Q: 3 clusters Score -3.129217e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116883 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -31292326.000000 Penalty: 6052.639648
	Iteration 29Q: 3 clusters Score -3.129233e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -31292504.000000 Penalty: 6052.639648
	Iteration 30Q: 3 clusters Score -3.12925e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 82542 members 
Entering Unmasked Estep 
Score: -31292656.000000 Penalty: 6052.639648
	Iteration 31Q: 3 clusters Score -3.129266e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116776 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -31292742.000000 Penalty: 6052.639648
	Iteration 32Q: 3 clusters Score -3.129274e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116744 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -31292776.000000 Penalty: 6052.639648
	Iteration 33Q: 3 clusters Score -3.129278e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -31292840.000000 Penalty: 6052.639648
	Iteration 34Q: 3 clusters Score -3.129284e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -31292976.000000 Penalty: 6052.639648
	Iteration 35Q: 3 clusters Score -3.129298e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116769 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -31293054.000000 Penalty: 6052.639648
	Iteration 36Q: 3 clusters Score -3.129305e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116706 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -31293004.000000 Penalty: 6052.639648
	Iteration 37Q: 3 clusters Score -3.1293e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -31292994.000000 Penalty: 6052.639648
	Iteration 38Q: 3 clusters Score -3.129299e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116652 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -31292984.000000 Penalty: 6052.639648
	Iteration 39Q: 3 clusters Score -3.129298e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116659 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -31293034.000000 Penalty: 6052.639648
	Iteration 40F: 3 clusters Score -3.129303e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -31292994.000000 Penalty: 6052.639648
	Iteration 41Q: 3 clusters Score -3.129299e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116632 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -31293102.000000 Penalty: 6052.639648
	Iteration 42Q: 3 clusters Score -3.12931e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116596 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -31293210.000000 Penalty: 6052.639648
	Iteration 43Q: 3 clusters Score -3.129321e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116552 members 
Mstep: Class 2 contains 82815 members 
Entering Unmasked Estep 
Score: -31293250.000000 Penalty: 6052.639648
	Iteration 44Q: 3 clusters Score -3.129325e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116498 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -31293260.000000 Penalty: 6052.639648
	Iteration 45Q: 3 clusters Score -3.129326e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116468 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -31293258.000000 Penalty: 6052.639648
	Iteration 46Q: 3 clusters Score -3.129326e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116465 members 
Mstep: Class 2 contains 82902 members 
Entering Unmasked Estep 
Score: -31293266.000000 Penalty: 6052.639648
	Iteration 47Q: 3 clusters Score -3.129327e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -31293286.000000 Penalty: 6052.639648
	Iteration 48Q: 3 clusters Score -3.129329e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 82934 members 
Entering Unmasked Estep 
Score: -31293314.000000 Penalty: 6052.639648
	Iteration 49Q: 3 clusters Score -3.129331e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 82949 members 
Entering Unmasked Estep 
Score: -31293334.000000 Penalty: 6052.639648
	Iteration 50Q: 3 clusters Score -3.129333e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116402 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -31293330.000000 Penalty: 6052.639648
	Iteration 51Q: 3 clusters Score -3.129333e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116390 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -31293356.000000 Penalty: 6052.639648
	Iteration 52Q: 3 clusters Score -3.129336e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116365 members 
Mstep: Class 2 contains 83002 members 
Entering Unmasked Estep 
Score: -31293330.000000 Penalty: 6052.639648
	Iteration 53Q: 3 clusters Score -3.129333e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116336 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -31293306.000000 Penalty: 6052.639648
	Iteration 54Q: 3 clusters Score -3.129331e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116325 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -31293358.000000 Penalty: 6052.639648
	Iteration 55Q: 3 clusters Score -3.129336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -31293352.000000 Penalty: 6052.639648
	Iteration 56Q: 3 clusters Score -3.129335e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116315 members 
Mstep: Class 2 contains 83052 members 
Entering Unmasked Estep 
Score: -31293390.000000 Penalty: 6052.639648
	Iteration 57Q: 3 clusters Score -3.129339e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116295 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -31293386.000000 Penalty: 6052.639648
	Iteration 58Q: 3 clusters Score -3.129339e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -31293346.000000 Penalty: 6052.639648
	Iteration 59Q: 3 clusters Score -3.129335e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116265 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -31293340.000000 Penalty: 6052.639648
	Iteration 60F: 3 clusters Score -3.129334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -31293336.000000 Penalty: 6052.639648
	Iteration 61Q: 3 clusters Score -3.129334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116274 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -31293350.000000 Penalty: 6052.639648
	Iteration 62Q: 3 clusters Score -3.129335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116279 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -31293346.000000 Penalty: 6052.639648
	Iteration 63Q: 3 clusters Score -3.129335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -31293350.000000 Penalty: 6052.639648
	Iteration 64Q: 3 clusters Score -3.129335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -31293364.000000 Penalty: 6052.639648
	Iteration 65Q: 3 clusters Score -3.129336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116287 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -31293346.000000 Penalty: 6052.639648
	Iteration 66Q: 3 clusters Score -3.129335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -31293338.000000 Penalty: 6052.639648
	Iteration 67Q: 3 clusters Score -3.129334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -31293334.000000 Penalty: 6052.639648
	Iteration 68Q: 3 clusters Score -3.129333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116288 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -31293340.000000 Penalty: 6052.639648
	Iteration 69Q: 3 clusters Score -3.129334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -31293340.000000 Penalty: 6052.639648
	Iteration 70Q: 3 clusters Score -3.129334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -31293330.000000 Penalty: 6052.639648
	Iteration 71Q: 3 clusters Score -3.129333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -31293352.000000 Penalty: 6052.639648
	Iteration 72Q: 3 clusters Score -3.129335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116295 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -31293360.000000 Penalty: 6052.639648
	Iteration 73Q: 3 clusters Score -3.129336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116295 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -31293370.000000 Penalty: 6052.639648
	Iteration 74Q: 3 clusters Score -3.129337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 83070 members 
Entering Unmasked Estep 
Score: -31293370.000000 Penalty: 6052.639648
	Iteration 75Q: 3 clusters Score -3.129337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116300 members 
Mstep: Class 2 contains 83067 members 
Entering Unmasked Estep 
Score: -31293366.000000 Penalty: 6052.639648
	Iteration 76Q: 3 clusters Score -3.129337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116299 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -31293380.000000 Penalty: 6052.639648
	Iteration 77Q: 3 clusters Score -3.129338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -31293360.000000 Penalty: 6052.639648
	Iteration 78Q: 3 clusters Score -3.129336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116290 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -31293360.000000 Penalty: 6052.639648
	Iteration 79Q: 3 clusters Score -3.129336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116283 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -31293360.000000 Penalty: 6052.639648
	Iteration 80F: 3 clusters Score -3.129336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 83092 members 
Entering Unmasked Estep 
Score: -31293356.000000 Penalty: 6052.639648
	Iteration 81Q: 3 clusters Score -3.129336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116276 members 
Mstep: Class 2 contains 83091 members 
Entering Unmasked Estep 
Score: -31293354.000000 Penalty: 6052.639648
	Iteration 82Q: 3 clusters Score -3.129335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116275 members 
Mstep: Class 2 contains 83092 members 
Entering Unmasked Estep 
Score: -31293360.000000 Penalty: 6052.639648
	Iteration 83Q: 3 clusters Score -3.129336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -31293350.000000 Penalty: 6052.639648
	Iteration 84Q: 3 clusters Score -3.129335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116273 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -31293354.000000 Penalty: 6052.639648
	Iteration 85Q: 3 clusters Score -3.129335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116272 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -31293360.000000 Penalty: 6052.639648
	Iteration 86Q: 3 clusters Score -3.129336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116269 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -31293338.000000 Penalty: 6052.639648
	Iteration 87Q: 3 clusters Score -3.129334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116264 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -31293358.000000 Penalty: 6052.639648
	Iteration 88Q: 3 clusters Score -3.129336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116260 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -31293376.000000 Penalty: 6052.639648
	Iteration 89Q: 3 clusters Score -3.129338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -31293342.000000 Penalty: 6052.639648
	Iteration 90Q: 3 clusters Score -3.129334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116254 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -31293336.000000 Penalty: 6052.639648
	Iteration 91Q: 3 clusters Score -3.129334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116253 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -31293338.000000 Penalty: 6052.639648
	Iteration 92Q: 3 clusters Score -3.129334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116248 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -31293342.000000 Penalty: 6052.639648
	Iteration 93Q: 3 clusters Score -3.129334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116246 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -31293368.000000 Penalty: 6052.639648
	Iteration 94Q: 3 clusters Score -3.129337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116244 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -31293380.000000 Penalty: 6052.639648
	Iteration 95Q: 3 clusters Score -3.129338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116241 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -31293360.000000 Penalty: 6052.639648
	Iteration 96Q: 3 clusters Score -3.129336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116235 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -31293346.000000 Penalty: 6052.639648
	Iteration 97Q: 3 clusters Score -3.129335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116226 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -31293356.000000 Penalty: 6052.639648
	Iteration 98Q: 3 clusters Score -3.129336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116219 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -31293356.000000 Penalty: 6052.639648
	Iteration 99Q: 3 clusters Score -3.129336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -31293358.000000 Penalty: 6052.639648
	Iteration 100F: 3 clusters Score -3.129336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116214 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -31293316.000000 Penalty: 6052.639648
	Iteration 101Q: 3 clusters Score -3.129332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116212 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -31293312.000000 Penalty: 6052.639648
	Iteration 102Q: 3 clusters Score -3.129331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116211 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -31293338.000000 Penalty: 6052.639648
	Iteration 103Q: 3 clusters Score -3.129334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116210 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -31293338.000000 Penalty: 6052.639648
	Iteration 104Q: 3 clusters Score -3.129334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116208 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -31293346.000000 Penalty: 6052.639648
	Iteration 105Q: 3 clusters Score -3.129335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 83163 members 
Entering Unmasked Estep 
Score: -31293340.000000 Penalty: 6052.639648
	Iteration 106Q: 3 clusters Score -3.129334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -31293372.000000 Penalty: 6052.639648
	Iteration 107Q: 3 clusters Score -3.129337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -31293352.000000 Penalty: 6052.639648
	Iteration 108Q: 3 clusters Score -3.129335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116202 members 
Mstep: Class 2 contains 83165 members 
Entering Unmasked Estep 
Score: -31293352.000000 Penalty: 6052.639648
	Iteration 109Q: 3 clusters Score -3.129335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116201 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -31293356.000000 Penalty: 6052.639648
	Iteration 110Q: 3 clusters Score -3.129336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116201 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -31293356.000000 Penalty: 6052.639648
	Iteration 111F: 3 clusters Score -3.129336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 45664 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Entering Unmasked Estep 
Score: -86637000.000000 Penalty: 78829.054688
Splitting cluster 4 changes total score from -86601864.000000 to -86637000.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -273351.468750 Penalty: 1927.224609
	Iteration 0F: 2 clusters Score -273351.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -271324.750000 Penalty: 3854.449219
	Iteration 0F: 3 clusters Score -271324.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -280520.656250 Penalty: 3854.449219
	Iteration 1F: 3 clusters Score -280520.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -285447.000000 Penalty: 3854.449219
	Iteration 2F: 3 clusters Score -285447 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -286701.562500 Penalty: 3854.449219
	Iteration 3F: 3 clusters Score -286701.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -287564.781250 Penalty: 3854.449219
	Iteration 4Q: 3 clusters Score -287564.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -287771.468750 Penalty: 3854.449219
	Iteration 5Q: 3 clusters Score -287771.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287804.187500 Penalty: 3854.449219
	Iteration 6Q: 3 clusters Score -287804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -287823.593750 Penalty: 3854.449219
	Iteration 7Q: 3 clusters Score -287823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287829.218750 Penalty: 3854.449219
	Iteration 8Q: 3 clusters Score -287829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287829.218750 Penalty: 3854.449219
	Iteration 9F: 3 clusters Score -287829.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 45664 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Entering Unmasked Estep 
Score: -86650200.000000 Penalty: 82113.601562
Splitting cluster 5 changes total score from -86601864.000000 to -86650200.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (37114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Entering Unmasked Estep 
Score: -5737876.500000 Penalty: 2609.393799
	Iteration 0F: 2 clusters Score -5737876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5712652.000000 Penalty: 5218.787598
	Iteration 0F: 3 clusters Score -5712652 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -5722041.500000 Penalty: 5218.787598
	Iteration 1F: 3 clusters Score -5722042 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -5722722.500000 Penalty: 5218.787598
	Iteration 2Q: 3 clusters Score -5722722 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -5723641.500000 Penalty: 5218.787598
	Iteration 3F: 3 clusters Score -5723642 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -5725119.000000 Penalty: 5218.787598
	Iteration 4F: 3 clusters Score -5725119 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -5727079.000000 Penalty: 5218.787598
	Iteration 5F: 3 clusters Score -5727079 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -5729365.000000 Penalty: 5218.787598
	Iteration 6F: 3 clusters Score -5729365 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -5731641.000000 Penalty: 5218.787598
	Iteration 7F: 3 clusters Score -5731641 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -5733272.000000 Penalty: 5218.787598
	Iteration 8F: 3 clusters Score -5733272 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5734223.000000 Penalty: 5218.787598
	Iteration 9Q: 3 clusters Score -5734223 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5734681.000000 Penalty: 5218.787598
	Iteration 10Q: 3 clusters Score -5734681 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5734955.500000 Penalty: 5218.787598
	Iteration 11Q: 3 clusters Score -5734956 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5735165.500000 Penalty: 5218.787598
	Iteration 12Q: 3 clusters Score -5735166 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5735248.000000 Penalty: 5218.787598
	Iteration 13Q: 3 clusters Score -5735248 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5735315.500000 Penalty: 5218.787598
	Iteration 14Q: 3 clusters Score -5735316 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5735388.500000 Penalty: 5218.787598
	Iteration 15Q: 3 clusters Score -5735388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5735426.000000 Penalty: 5218.787598
	Iteration 16Q: 3 clusters Score -5735426 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5735468.000000 Penalty: 5218.787598
	Iteration 17Q: 3 clusters Score -5735468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5735493.000000 Penalty: 5218.787598
	Iteration 18Q: 3 clusters Score -5735493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5735524.500000 Penalty: 5218.787598
	Iteration 19Q: 3 clusters Score -5735524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5735536.500000 Penalty: 5218.787598
	Iteration 20F: 3 clusters Score -5735536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5735559.500000 Penalty: 5218.787598
	Iteration 21Q: 3 clusters Score -5735560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5735585.500000 Penalty: 5218.787598
	Iteration 22Q: 3 clusters Score -5735586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5735600.500000 Penalty: 5218.787598
	Iteration 23Q: 3 clusters Score -5735600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5735613.000000 Penalty: 5218.787598
	Iteration 24Q: 3 clusters Score -5735613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5735640.000000 Penalty: 5218.787598
	Iteration 25Q: 3 clusters Score -5735640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5735669.500000 Penalty: 5218.787598
	Iteration 26Q: 3 clusters Score -5735670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5735692.500000 Penalty: 5218.787598
	Iteration 27Q: 3 clusters Score -5735692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5735727.000000 Penalty: 5218.787598
	Iteration 28Q: 3 clusters Score -5735727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5735759.000000 Penalty: 5218.787598
	Iteration 29Q: 3 clusters Score -5735759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5735753.500000 Penalty: 5218.787598
	Iteration 30Q: 3 clusters Score -5735754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5735781.500000 Penalty: 5218.787598
	Iteration 31Q: 3 clusters Score -5735782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5735807.500000 Penalty: 5218.787598
	Iteration 32Q: 3 clusters Score -5735808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5735817.500000 Penalty: 5218.787598
	Iteration 33Q: 3 clusters Score -5735818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5735827.500000 Penalty: 5218.787598
	Iteration 34Q: 3 clusters Score -5735828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5735835.000000 Penalty: 5218.787598
	Iteration 35Q: 3 clusters Score -5735835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5735842.500000 Penalty: 5218.787598
	Iteration 36Q: 3 clusters Score -5735842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5735869.500000 Penalty: 5218.787598
	Iteration 37Q: 3 clusters Score -5735870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5735886.000000 Penalty: 5218.787598
	Iteration 38Q: 3 clusters Score -5735886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5735899.500000 Penalty: 5218.787598
	Iteration 39Q: 3 clusters Score -5735900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5735901.000000 Penalty: 5218.787598
	Iteration 40F: 3 clusters Score -5735901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5735893.000000 Penalty: 5218.787598
	Iteration 41Q: 3 clusters Score -5735893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5735905.000000 Penalty: 5218.787598
	Iteration 42Q: 3 clusters Score -5735905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5735915.000000 Penalty: 5218.787598
	Iteration 43Q: 3 clusters Score -5735915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5735916.500000 Penalty: 5218.787598
	Iteration 44Q: 3 clusters Score -5735916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5735927.500000 Penalty: 5218.787598
	Iteration 45Q: 3 clusters Score -5735928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5735928.500000 Penalty: 5218.787598
	Iteration 46Q: 3 clusters Score -5735928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5735932.000000 Penalty: 5218.787598
	Iteration 47Q: 3 clusters Score -5735932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5735929.500000 Penalty: 5218.787598
	Iteration 48Q: 3 clusters Score -5735930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5735931.500000 Penalty: 5218.787598
	Iteration 49Q: 3 clusters Score -5735932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5735930.000000 Penalty: 5218.787598
	Iteration 50Q: 3 clusters Score -5735930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5735936.000000 Penalty: 5218.787598
	Iteration 51Q: 3 clusters Score -5735936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5735936.000000 Penalty: 5218.787598
	Iteration 52Q: 3 clusters Score -5735936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5735935.500000 Penalty: 5218.787598
	Iteration 53Q: 3 clusters Score -5735936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5735945.500000 Penalty: 5218.787598
	Iteration 54Q: 3 clusters Score -5735946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5735939.000000 Penalty: 5218.787598
	Iteration 55Q: 3 clusters Score -5735939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5735944.000000 Penalty: 5218.787598
	Iteration 56Q: 3 clusters Score -5735944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5735944.000000 Penalty: 5218.787598
	Iteration 57F: 3 clusters Score -5735944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Entering Unmasked Estep 
Score: -1542558.625000 Penalty: 2297.466064
	Iteration 0F: 2 clusters Score -1542559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1534588.750000 Penalty: 4594.932129
	Iteration 0F: 3 clusters Score -1534589 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1537270.750000 Penalty: 4594.932129
	Iteration 1F: 3 clusters Score -1537271 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1538109.625000 Penalty: 4594.932129
	Iteration 2F: 3 clusters Score -1538110 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1538980.125000 Penalty: 4594.932129
	Iteration 3F: 3 clusters Score -1538980 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1539784.000000 Penalty: 4594.932129
	Iteration 4F: 3 clusters Score -1539784 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1540532.250000 Penalty: 4594.932129
	Iteration 5F: 3 clusters Score -1540532 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1541145.625000 Penalty: 4594.932129
	Iteration 6F: 3 clusters Score -1541146 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1541621.625000 Penalty: 4594.932129
	Iteration 7Q: 3 clusters Score -1541622 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1542108.625000 Penalty: 4594.932129
	Iteration 8Q: 3 clusters Score -1542109 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1542579.750000 Penalty: 4594.932129
	Iteration 9Q: 3 clusters Score -1542580 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1542917.625000 Penalty: 4594.932129
	Iteration 10Q: 3 clusters Score -1542918 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1543102.000000 Penalty: 4594.932129
	Iteration 11Q: 3 clusters Score -1543102 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1543233.750000 Penalty: 4594.932129
	Iteration 12Q: 3 clusters Score -1543234 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1543318.750000 Penalty: 4594.932129
	Iteration 13Q: 3 clusters Score -1543319 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1543373.625000 Penalty: 4594.932129
	Iteration 14Q: 3 clusters Score -1543374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1543411.125000 Penalty: 4594.932129
	Iteration 15Q: 3 clusters Score -1543411 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1543435.000000 Penalty: 4594.932129
	Iteration 16Q: 3 clusters Score -1543435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1543460.250000 Penalty: 4594.932129
	Iteration 17Q: 3 clusters Score -1543460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1543474.000000 Penalty: 4594.932129
	Iteration 18Q: 3 clusters Score -1543474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1543493.000000 Penalty: 4594.932129
	Iteration 19Q: 3 clusters Score -1543493 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1543503.125000 Penalty: 4594.932129
	Iteration 20F: 3 clusters Score -1543503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1543508.625000 Penalty: 4594.932129
	Iteration 21Q: 3 clusters Score -1543509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1543515.500000 Penalty: 4594.932129
	Iteration 22Q: 3 clusters Score -1543516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1543520.125000 Penalty: 4594.932129
	Iteration 23Q: 3 clusters Score -1543520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1543527.750000 Penalty: 4594.932129
	Iteration 24Q: 3 clusters Score -1543528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1543527.250000 Penalty: 4594.932129
	Iteration 25Q: 3 clusters Score -1543527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1543530.250000 Penalty: 4594.932129
	Iteration 26Q: 3 clusters Score -1543530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1543535.750000 Penalty: 4594.932129
	Iteration 27Q: 3 clusters Score -1543536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1543536.250000 Penalty: 4594.932129
	Iteration 28Q: 3 clusters Score -1543536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1543534.750000 Penalty: 4594.932129
	Iteration 29Q: 3 clusters Score -1543535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1543540.375000 Penalty: 4594.932129
	Iteration 30Q: 3 clusters Score -1543540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1543541.000000 Penalty: 4594.932129
	Iteration 31Q: 3 clusters Score -1543541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1543543.125000 Penalty: 4594.932129
	Iteration 32Q: 3 clusters Score -1543543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1543548.625000 Penalty: 4594.932129
	Iteration 33Q: 3 clusters Score -1543549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1543549.625000 Penalty: 4594.932129
	Iteration 34Q: 3 clusters Score -1543550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1543556.250000 Penalty: 4594.932129
	Iteration 35Q: 3 clusters Score -1543556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1543563.125000 Penalty: 4594.932129
	Iteration 36Q: 3 clusters Score -1543563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1543563.875000 Penalty: 4594.932129
	Iteration 37Q: 3 clusters Score -1543564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1543569.125000 Penalty: 4594.932129
	Iteration 38Q: 3 clusters Score -1543569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1543565.125000 Penalty: 4594.932129
	Iteration 39Q: 3 clusters Score -1543565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1543569.500000 Penalty: 4594.932129
	Iteration 40F: 3 clusters Score -1543570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1543571.875000 Penalty: 4594.932129
	Iteration 41Q: 3 clusters Score -1543572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1543574.750000 Penalty: 4594.932129
	Iteration 42Q: 3 clusters Score -1543575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1543577.375000 Penalty: 4594.932129
	Iteration 43Q: 3 clusters Score -1543577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1543582.250000 Penalty: 4594.932129
	Iteration 44Q: 3 clusters Score -1543582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1543585.500000 Penalty: 4594.932129
	Iteration 45Q: 3 clusters Score -1543586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1543593.250000 Penalty: 4594.932129
	Iteration 46Q: 3 clusters Score -1543593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1543600.125000 Penalty: 4594.932129
	Iteration 47Q: 3 clusters Score -1543600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1543604.375000 Penalty: 4594.932129
	Iteration 48Q: 3 clusters Score -1543604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1543612.500000 Penalty: 4594.932129
	Iteration 49Q: 3 clusters Score -1543612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1543616.875000 Penalty: 4594.932129
	Iteration 50Q: 3 clusters Score -1543617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1543620.625000 Penalty: 4594.932129
	Iteration 51Q: 3 clusters Score -1543621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1543621.500000 Penalty: 4594.932129
	Iteration 52Q: 3 clusters Score -1543622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1543618.625000 Penalty: 4594.932129
	Iteration 53Q: 3 clusters Score -1543619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1543621.500000 Penalty: 4594.932129
	Iteration 54Q: 3 clusters Score -1543622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1543621.000000 Penalty: 4594.932129
	Iteration 55Q: 3 clusters Score -1543621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1543625.375000 Penalty: 4594.932129
	Iteration 56Q: 3 clusters Score -1543625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1543625.375000 Penalty: 4594.932129
	Iteration 57F: 3 clusters Score -1543625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 36801 members 
Mstep: Class 11 contains 45664 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Entering Unmasked Estep 
Score: -86650360.000000 Penalty: 85398.148438
Splitting cluster 7 changes total score from -86601864.000000 to -86650360.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (10861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Entering Unmasked Estep 
Score: -1729449.125000 Penalty: 2304.647461
	Iteration 0F: 2 clusters Score -1729449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1721222.625000 Penalty: 4609.294922
	Iteration 0F: 3 clusters Score -1721223 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1723688.250000 Penalty: 4609.294922
	Iteration 1F: 3 clusters Score -1723688 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1724081.875000 Penalty: 4609.294922
	Iteration 2F: 3 clusters Score -1724082 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1724371.625000 Penalty: 4609.294922
	Iteration 3F: 3 clusters Score -1724372 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1724622.750000 Penalty: 4609.294922
	Iteration 4Q: 3 clusters Score -1724623 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1724849.125000 Penalty: 4609.294922
	Iteration 5Q: 3 clusters Score -1724849 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1725094.375000 Penalty: 4609.294922
	Iteration 6Q: 3 clusters Score -1725094 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1725368.375000 Penalty: 4609.294922
	Iteration 7Q: 3 clusters Score -1725368 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1725623.125000 Penalty: 4609.294922
	Iteration 8Q: 3 clusters Score -1725623 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1725858.250000 Penalty: 4609.294922
	Iteration 9Q: 3 clusters Score -1725858 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1726047.125000 Penalty: 4609.294922
	Iteration 10Q: 3 clusters Score -1726047 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1726207.250000 Penalty: 4609.294922
	Iteration 11Q: 3 clusters Score -1726207 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1726329.375000 Penalty: 4609.294922
	Iteration 12Q: 3 clusters Score -1726329 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1726417.500000 Penalty: 4609.294922
	Iteration 13Q: 3 clusters Score -1726418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1726481.375000 Penalty: 4609.294922
	Iteration 14Q: 3 clusters Score -1726481 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1726527.375000 Penalty: 4609.294922
	Iteration 15Q: 3 clusters Score -1726527 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1726575.250000 Penalty: 4609.294922
	Iteration 16Q: 3 clusters Score -1726575 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1726632.250000 Penalty: 4609.294922
	Iteration 17Q: 3 clusters Score -1726632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1726679.125000 Penalty: 4609.294922
	Iteration 18Q: 3 clusters Score -1726679 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1726714.750000 Penalty: 4609.294922
	Iteration 19Q: 3 clusters Score -1726715 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1726757.375000 Penalty: 4609.294922
	Iteration 20F: 3 clusters Score -1726757 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1726804.375000 Penalty: 4609.294922
	Iteration 21Q: 3 clusters Score -1726804 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1726848.875000 Penalty: 4609.294922
	Iteration 22Q: 3 clusters Score -1726849 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1726894.625000 Penalty: 4609.294922
	Iteration 23Q: 3 clusters Score -1726895 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1726936.750000 Penalty: 4609.294922
	Iteration 24Q: 3 clusters Score -1726937 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1726966.000000 Penalty: 4609.294922
	Iteration 25Q: 3 clusters Score -1726966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1726990.750000 Penalty: 4609.294922
	Iteration 26Q: 3 clusters Score -1726991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1727003.375000 Penalty: 4609.294922
	Iteration 27Q: 3 clusters Score -1727003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1727021.625000 Penalty: 4609.294922
	Iteration 28Q: 3 clusters Score -1727022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1727041.750000 Penalty: 4609.294922
	Iteration 29Q: 3 clusters Score -1727042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1727068.000000 Penalty: 4609.294922
	Iteration 30Q: 3 clusters Score -1727068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1727086.750000 Penalty: 4609.294922
	Iteration 31Q: 3 clusters Score -1727087 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1727116.375000 Penalty: 4609.294922
	Iteration 32Q: 3 clusters Score -1727116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1727145.500000 Penalty: 4609.294922
	Iteration 33Q: 3 clusters Score -1727146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1727164.750000 Penalty: 4609.294922
	Iteration 34Q: 3 clusters Score -1727165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1727193.875000 Penalty: 4609.294922
	Iteration 35Q: 3 clusters Score -1727194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1727215.875000 Penalty: 4609.294922
	Iteration 36Q: 3 clusters Score -1727216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1727233.625000 Penalty: 4609.294922
	Iteration 37Q: 3 clusters Score -1727234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1727249.250000 Penalty: 4609.294922
	Iteration 38Q: 3 clusters Score -1727249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1727256.125000 Penalty: 4609.294922
	Iteration 39Q: 3 clusters Score -1727256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1727270.000000 Penalty: 4609.294922
	Iteration 40F: 3 clusters Score -1727270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1727277.000000 Penalty: 4609.294922
	Iteration 41Q: 3 clusters Score -1727277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1727285.250000 Penalty: 4609.294922
	Iteration 42Q: 3 clusters Score -1727285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1727293.750000 Penalty: 4609.294922
	Iteration 43Q: 3 clusters Score -1727294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1727301.375000 Penalty: 4609.294922
	Iteration 44Q: 3 clusters Score -1727301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1727304.125000 Penalty: 4609.294922
	Iteration 45Q: 3 clusters Score -1727304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1727309.375000 Penalty: 4609.294922
	Iteration 46Q: 3 clusters Score -1727309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1727313.875000 Penalty: 4609.294922
	Iteration 47Q: 3 clusters Score -1727314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1727316.125000 Penalty: 4609.294922
	Iteration 48Q: 3 clusters Score -1727316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1727321.250000 Penalty: 4609.294922
	Iteration 49Q: 3 clusters Score -1727321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1727325.125000 Penalty: 4609.294922
	Iteration 50Q: 3 clusters Score -1727325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1727328.250000 Penalty: 4609.294922
	Iteration 51Q: 3 clusters Score -1727328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1727333.625000 Penalty: 4609.294922
	Iteration 52Q: 3 clusters Score -1727334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1727340.250000 Penalty: 4609.294922
	Iteration 53Q: 3 clusters Score -1727340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1727354.625000 Penalty: 4609.294922
	Iteration 54Q: 3 clusters Score -1727355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1727359.375000 Penalty: 4609.294922
	Iteration 55Q: 3 clusters Score -1727359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1727365.625000 Penalty: 4609.294922
	Iteration 56Q: 3 clusters Score -1727366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1727374.625000 Penalty: 4609.294922
	Iteration 57Q: 3 clusters Score -1727375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1727376.875000 Penalty: 4609.294922
	Iteration 58Q: 3 clusters Score -1727377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1727385.500000 Penalty: 4609.294922
	Iteration 59Q: 3 clusters Score -1727386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1727385.875000 Penalty: 4609.294922
	Iteration 60F: 3 clusters Score -1727386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1727390.750000 Penalty: 4609.294922
	Iteration 61Q: 3 clusters Score -1727391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1727394.250000 Penalty: 4609.294922
	Iteration 62Q: 3 clusters Score -1727394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1727400.500000 Penalty: 4609.294922
	Iteration 63Q: 3 clusters Score -1727400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1727405.125000 Penalty: 4609.294922
	Iteration 64Q: 3 clusters Score -1727405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1727405.750000 Penalty: 4609.294922
	Iteration 65Q: 3 clusters Score -1727406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1727409.125000 Penalty: 4609.294922
	Iteration 66Q: 3 clusters Score -1727409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1727418.875000 Penalty: 4609.294922
	Iteration 67Q: 3 clusters Score -1727419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1727417.375000 Penalty: 4609.294922
	Iteration 68Q: 3 clusters Score -1727417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1727420.125000 Penalty: 4609.294922
	Iteration 69Q: 3 clusters Score -1727420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1727422.000000 Penalty: 4609.294922
	Iteration 70Q: 3 clusters Score -1727422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1727422.375000 Penalty: 4609.294922
	Iteration 71Q: 3 clusters Score -1727422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1727424.875000 Penalty: 4609.294922
	Iteration 72Q: 3 clusters Score -1727425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1727431.625000 Penalty: 4609.294922
	Iteration 73Q: 3 clusters Score -1727432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1727436.000000 Penalty: 4609.294922
	Iteration 74Q: 3 clusters Score -1727436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1727436.000000 Penalty: 4609.294922
	Iteration 75Q: 3 clusters Score -1727436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1727439.000000 Penalty: 4609.294922
	Iteration 76Q: 3 clusters Score -1727439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1727438.750000 Penalty: 4609.294922
	Iteration 77Q: 3 clusters Score -1727439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1727436.750000 Penalty: 4609.294922
	Iteration 78Q: 3 clusters Score -1727437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1727436.500000 Penalty: 4609.294922
	Iteration 79Q: 3 clusters Score -1727436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1727439.500000 Penalty: 4609.294922
	Iteration 80F: 3 clusters Score -1727440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1727438.625000 Penalty: 4609.294922
	Iteration 81Q: 3 clusters Score -1727439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1727438.625000 Penalty: 4609.294922
	Iteration 82F: 3 clusters Score -1727439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Entering Unmasked Estep 
Score: -5663916.000000 Penalty: 2607.293457
	Iteration 0F: 2 clusters Score -5663916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -5638850.000000 Penalty: 5214.586914
	Iteration 0F: 3 clusters Score -5638850 nChanged 16728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -5648030.500000 Penalty: 5214.586914
	Iteration 1F: 3 clusters Score -5648030 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -5648767.500000 Penalty: 5214.586914
	Iteration 2Q: 3 clusters Score -5648768 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5649942.500000 Penalty: 5214.586914
	Iteration 3F: 3 clusters Score -5649942 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -5651629.500000 Penalty: 5214.586914
	Iteration 4F: 3 clusters Score -5651630 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -5653688.500000 Penalty: 5214.586914
	Iteration 5F: 3 clusters Score -5653688 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5655972.000000 Penalty: 5214.586914
	Iteration 6F: 3 clusters Score -5655972 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -5658019.000000 Penalty: 5214.586914
	Iteration 7F: 3 clusters Score -5658019 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -5659527.500000 Penalty: 5214.586914
	Iteration 8F: 3 clusters Score -5659528 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -5660552.500000 Penalty: 5214.586914
	Iteration 9Q: 3 clusters Score -5660552 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5661312.500000 Penalty: 5214.586914
	Iteration 10Q: 3 clusters Score -5661312 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -5661967.000000 Penalty: 5214.586914
	Iteration 11Q: 3 clusters Score -5661967 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -5662604.500000 Penalty: 5214.586914
	Iteration 12Q: 3 clusters Score -5662604 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5663239.000000 Penalty: 5214.586914
	Iteration 13Q: 3 clusters Score -5663239 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5663655.500000 Penalty: 5214.586914
	Iteration 14Q: 3 clusters Score -5663656 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5663891.500000 Penalty: 5214.586914
	Iteration 15Q: 3 clusters Score -5663892 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5664029.500000 Penalty: 5214.586914
	Iteration 16Q: 3 clusters Score -5664030 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5664133.000000 Penalty: 5214.586914
	Iteration 17Q: 3 clusters Score -5664133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5664168.000000 Penalty: 5214.586914
	Iteration 18Q: 3 clusters Score -5664168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -5664208.500000 Penalty: 5214.586914
	Iteration 19Q: 3 clusters Score -5664208 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5664240.500000 Penalty: 5214.586914
	Iteration 20F: 3 clusters Score -5664240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5664253.500000 Penalty: 5214.586914
	Iteration 21Q: 3 clusters Score -5664254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5664264.500000 Penalty: 5214.586914
	Iteration 22Q: 3 clusters Score -5664264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5664270.500000 Penalty: 5214.586914
	Iteration 23Q: 3 clusters Score -5664270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5664257.000000 Penalty: 5214.586914
	Iteration 24Q: 3 clusters Score -5664257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5664259.500000 Penalty: 5214.586914
	Iteration 25Q: 3 clusters Score -5664260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5664264.000000 Penalty: 5214.586914
	Iteration 26Q: 3 clusters Score -5664264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5664259.500000 Penalty: 5214.586914
	Iteration 27Q: 3 clusters Score -5664260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5664260.500000 Penalty: 5214.586914
	Iteration 28Q: 3 clusters Score -5664260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5664268.500000 Penalty: 5214.586914
	Iteration 29Q: 3 clusters Score -5664268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5664274.000000 Penalty: 5214.586914
	Iteration 30Q: 3 clusters Score -5664274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5664265.000000 Penalty: 5214.586914
	Iteration 31Q: 3 clusters Score -5664265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5664265.500000 Penalty: 5214.586914
	Iteration 32Q: 3 clusters Score -5664266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5664266.000000 Penalty: 5214.586914
	Iteration 33Q: 3 clusters Score -5664266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5664268.000000 Penalty: 5214.586914
	Iteration 34Q: 3 clusters Score -5664268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5664266.000000 Penalty: 5214.586914
	Iteration 35Q: 3 clusters Score -5664266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5664269.000000 Penalty: 5214.586914
	Iteration 36Q: 3 clusters Score -5664269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5664269.000000 Penalty: 5214.586914
	Iteration 37F: 3 clusters Score -5664269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 45664 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Entering Unmasked Estep 
Score: -86649792.000000 Penalty: 88682.687500
Splitting cluster 10 changes total score from -86601864.000000 to -86649792.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (45664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Entering Unmasked Estep 
Score: -7196034.000000 Penalty: 2660.808350
	Iteration 0F: 2 clusters Score -7196034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -7165067.000000 Penalty: 5321.616699
	Iteration 0F: 3 clusters Score -7165067 nChanged 21091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -7177470.500000 Penalty: 5321.616699
	Iteration 1F: 3 clusters Score -7177470 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -7179687.000000 Penalty: 5321.616699
	Iteration 2F: 3 clusters Score -7179687 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -7183071.000000 Penalty: 5321.616699
	Iteration 3F: 3 clusters Score -7183071 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -7186315.000000 Penalty: 5321.616699
	Iteration 4F: 3 clusters Score -7186315 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -7188925.500000 Penalty: 5321.616699
	Iteration 5F: 3 clusters Score -7188926 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -7191196.000000 Penalty: 5321.616699
	Iteration 6F: 3 clusters Score -7191196 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -7193065.500000 Penalty: 5321.616699
	Iteration 7F: 3 clusters Score -7193066 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -7194599.000000 Penalty: 5321.616699
	Iteration 8Q: 3 clusters Score -7194599 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -7195772.000000 Penalty: 5321.616699
	Iteration 9Q: 3 clusters Score -7195772 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -7196858.500000 Penalty: 5321.616699
	Iteration 10Q: 3 clusters Score -7196858 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -7197667.500000 Penalty: 5321.616699
	Iteration 11Q: 3 clusters Score -7197668 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -7198048.500000 Penalty: 5321.616699
	Iteration 12Q: 3 clusters Score -7198048 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -7198212.000000 Penalty: 5321.616699
	Iteration 13Q: 3 clusters Score -7198212 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7198284.500000 Penalty: 5321.616699
	Iteration 14Q: 3 clusters Score -7198284 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -7198344.500000 Penalty: 5321.616699
	Iteration 15Q: 3 clusters Score -7198344 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -7198346.500000 Penalty: 5321.616699
	Iteration 16Q: 3 clusters Score -7198346 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -7198369.500000 Penalty: 5321.616699
	Iteration 17Q: 3 clusters Score -7198370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7198369.500000 Penalty: 5321.616699
	Iteration 18Q: 3 clusters Score -7198370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7198394.500000 Penalty: 5321.616699
	Iteration 19Q: 3 clusters Score -7198394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -7198409.500000 Penalty: 5321.616699
	Iteration 20F: 3 clusters Score -7198410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7198408.000000 Penalty: 5321.616699
	Iteration 21Q: 3 clusters Score -7198408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -7198409.500000 Penalty: 5321.616699
	Iteration 22Q: 3 clusters Score -7198410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -7198412.000000 Penalty: 5321.616699
	Iteration 23Q: 3 clusters Score -7198412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -7198412.000000 Penalty: 5321.616699
	Iteration 24Q: 3 clusters Score -7198412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -7198413.000000 Penalty: 5321.616699
	Iteration 25Q: 3 clusters Score -7198413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -7198419.500000 Penalty: 5321.616699
	Iteration 26Q: 3 clusters Score -7198420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7198420.500000 Penalty: 5321.616699
	Iteration 27Q: 3 clusters Score -7198420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -7198415.000000 Penalty: 5321.616699
	Iteration 28Q: 3 clusters Score -7198415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -7198413.500000 Penalty: 5321.616699
	Iteration 29Q: 3 clusters Score -7198414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7198417.000000 Penalty: 5321.616699
	Iteration 30Q: 3 clusters Score -7198417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -7198419.500000 Penalty: 5321.616699
	Iteration 31Q: 3 clusters Score -7198420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -7198417.500000 Penalty: 5321.616699
	Iteration 32Q: 3 clusters Score -7198418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7198412.500000 Penalty: 5321.616699
	Iteration 33Q: 3 clusters Score -7198412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7198415.000000 Penalty: 5321.616699
	Iteration 34Q: 3 clusters Score -7198415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -7198420.500000 Penalty: 5321.616699
	Iteration 35Q: 3 clusters Score -7198420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -7198414.000000 Penalty: 5321.616699
	Iteration 36Q: 3 clusters Score -7198414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7198417.000000 Penalty: 5321.616699
	Iteration 37Q: 3 clusters Score -7198417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -7198413.000000 Penalty: 5321.616699
	Iteration 38Q: 3 clusters Score -7198413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -7198417.500000 Penalty: 5321.616699
	Iteration 39Q: 3 clusters Score -7198418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -7198420.000000 Penalty: 5321.616699
	Iteration 40F: 3 clusters Score -7198420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -7198421.000000 Penalty: 5321.616699
	Iteration 41Q: 3 clusters Score -7198421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -7198421.000000 Penalty: 5321.616699
	Iteration 42F: 3 clusters Score -7198421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 3700 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 40823 members 
Entering Unmasked Estep 
Score: -86651936.000000 Penalty: 91967.234375
Splitting cluster 11 changes total score from -86601864.000000 to -86651936.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -719664.062500 Penalty: 2089.419189
	Iteration 0F: 2 clusters Score -719664.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -715415.562500 Penalty: 4178.838379
	Iteration 0F: 3 clusters Score -715415.6 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -716437.687500 Penalty: 4178.838379
	Iteration 1F: 3 clusters Score -716437.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -716654.187500 Penalty: 4178.838379
	Iteration 2F: 3 clusters Score -716654.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -716796.750000 Penalty: 4178.838379
	Iteration 3F: 3 clusters Score -716796.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -716910.437500 Penalty: 4178.838379
	Iteration 4Q: 3 clusters Score -716910.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -717007.312500 Penalty: 4178.838379
	Iteration 5Q: 3 clusters Score -717007.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -717134.750000 Penalty: 4178.838379
	Iteration 6Q: 3 clusters Score -717134.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -717309.562500 Penalty: 4178.838379
	Iteration 7Q: 3 clusters Score -717309.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -717499.875000 Penalty: 4178.838379
	Iteration 8Q: 3 clusters Score -717499.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -717700.812500 Penalty: 4178.838379
	Iteration 9F: 3 clusters Score -717700.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -717918.812500 Penalty: 4178.838379
	Iteration 10Q: 3 clusters Score -717918.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -718130.875000 Penalty: 4178.838379
	Iteration 11F: 3 clusters Score -718130.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -718312.937500 Penalty: 4178.838379
	Iteration 12Q: 3 clusters Score -718312.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -718450.000000 Penalty: 4178.838379
	Iteration 13Q: 3 clusters Score -718450 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -718567.437500 Penalty: 4178.838379
	Iteration 14Q: 3 clusters Score -718567.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -718643.125000 Penalty: 4178.838379
	Iteration 15Q: 3 clusters Score -718643.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -718702.625000 Penalty: 4178.838379
	Iteration 16Q: 3 clusters Score -718702.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -718732.937500 Penalty: 4178.838379
	Iteration 17Q: 3 clusters Score -718732.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -718755.000000 Penalty: 4178.838379
	Iteration 18Q: 3 clusters Score -718755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -718768.312500 Penalty: 4178.838379
	Iteration 19Q: 3 clusters Score -718768.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -718783.062500 Penalty: 4178.838379
	Iteration 20F: 3 clusters Score -718783.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -718791.750000 Penalty: 4178.838379
	Iteration 21Q: 3 clusters Score -718791.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -718800.687500 Penalty: 4178.838379
	Iteration 22Q: 3 clusters Score -718800.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -718807.812500 Penalty: 4178.838379
	Iteration 23Q: 3 clusters Score -718807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -718812.437500 Penalty: 4178.838379
	Iteration 24Q: 3 clusters Score -718812.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -718816.437500 Penalty: 4178.838379
	Iteration 25Q: 3 clusters Score -718816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -718818.937500 Penalty: 4178.838379
	Iteration 26Q: 3 clusters Score -718818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -718822.187500 Penalty: 4178.838379
	Iteration 27Q: 3 clusters Score -718822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -718826.187500 Penalty: 4178.838379
	Iteration 28Q: 3 clusters Score -718826.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -718829.812500 Penalty: 4178.838379
	Iteration 29Q: 3 clusters Score -718829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -718831.312500 Penalty: 4178.838379
	Iteration 30Q: 3 clusters Score -718831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -718832.687500 Penalty: 4178.838379
	Iteration 31Q: 3 clusters Score -718832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -718832.687500 Penalty: 4178.838379
	Iteration 32F: 3 clusters Score -718832.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Entering Unmasked Estep 
Score: -531484.125000 Penalty: 2037.589844
	Iteration 0F: 2 clusters Score -531484.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -527807.000000 Penalty: 4075.179688
	Iteration 0F: 3 clusters Score -527807 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -529069.000000 Penalty: 4075.179688
	Iteration 1F: 3 clusters Score -529069 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -529790.500000 Penalty: 4075.179688
	Iteration 2F: 3 clusters Score -529790.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -530272.937500 Penalty: 4075.179688
	Iteration 3F: 3 clusters Score -530272.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -530739.937500 Penalty: 4075.179688
	Iteration 4F: 3 clusters Score -530739.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -531493.687500 Penalty: 4075.179688
	Iteration 5F: 3 clusters Score -531493.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -532637.812500 Penalty: 4075.179688
	Iteration 6F: 3 clusters Score -532637.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -533407.500000 Penalty: 4075.179688
	Iteration 7F: 3 clusters Score -533407.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -533760.187500 Penalty: 4075.179688
	Iteration 8F: 3 clusters Score -533760.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -533839.687500 Penalty: 4075.179688
	Iteration 9Q: 3 clusters Score -533839.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -533863.500000 Penalty: 4075.179688
	Iteration 10Q: 3 clusters Score -533863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -533866.687500 Penalty: 4075.179688
	Iteration 11Q: 3 clusters Score -533866.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -533866.812500 Penalty: 4075.179688
	Iteration 12Q: 3 clusters Score -533866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -533867.625000 Penalty: 4075.179688
	Iteration 13Q: 3 clusters Score -533867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -533868.750000 Penalty: 4075.179688
	Iteration 14Q: 3 clusters Score -533868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -533868.937500 Penalty: 4075.179688
	Iteration 15Q: 3 clusters Score -533868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -533868.937500 Penalty: 4075.179688
	Iteration 16F: 3 clusters Score -533868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 130260 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 40823 members 
Mstep: Class 29 contains 2325 members 
Entering Unmasked Estep 
Score: -86652648.000000 Penalty: 95251.773438
Splitting cluster 13 changes total score from -86601864.000000 to -86652648.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (130260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130260 members 
Entering Unmasked Estep 
Score: -20495860.000000 Penalty: 2920.767334
	Iteration 0F: 2 clusters Score -2.049586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -20430366.000000 Penalty: 5841.534668
	Iteration 0F: 3 clusters Score -2.043037e+07 nChanged 62067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 65942 members 
Entering Unmasked Estep 
Score: -20466274.000000 Penalty: 5841.534668
	Iteration 1F: 3 clusters Score -2.046627e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -20467236.000000 Penalty: 5841.534668
	Iteration 2Q: 3 clusters Score -2.046724e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -20468454.000000 Penalty: 5841.534668
	Iteration 3Q: 3 clusters Score -2.046845e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -20470262.000000 Penalty: 5841.534668
	Iteration 4Q: 3 clusters Score -2.047026e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 72466 members 
Entering Unmasked Estep 
Score: -20472672.000000 Penalty: 5841.534668
	Iteration 5Q: 3 clusters Score -2.047267e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 76169 members 
Entering Unmasked Estep 
Score: -20476240.000000 Penalty: 5841.534668
	Iteration 6F: 3 clusters Score -2.047624e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -20480818.000000 Penalty: 5841.534668
	Iteration 7F: 3 clusters Score -2.048082e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 86585 members 
Entering Unmasked Estep 
Score: -20486622.000000 Penalty: 5841.534668
	Iteration 8F: 3 clusters Score -2.048662e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -20492400.000000 Penalty: 5841.534668
	Iteration 9F: 3 clusters Score -2.04924e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -20497188.000000 Penalty: 5841.534668
	Iteration 10F: 3 clusters Score -2.049719e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -20499570.000000 Penalty: 5841.534668
	Iteration 11Q: 3 clusters Score -2.049957e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -20500050.000000 Penalty: 5841.534668
	Iteration 12Q: 3 clusters Score -2.050005e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -20499536.000000 Penalty: 5841.534668
	Iteration 13Q: 3 clusters Score -2.049954e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 114669 members 
Entering Unmasked Estep 
Score: -20498586.000000 Penalty: 5841.534668
	Iteration 14Q: 3 clusters Score -2.049859e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 117687 members 
Entering Unmasked Estep 
Score: -20497886.000000 Penalty: 5841.534668
	Iteration 15Q: 3 clusters Score -2.049789e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 120033 members 
Entering Unmasked Estep 
Score: -20497130.000000 Penalty: 5841.534668
	Iteration 16Q: 3 clusters Score -2.049713e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 121802 members 
Entering Unmasked Estep 
Score: -20496816.000000 Penalty: 5841.534668
	Iteration 17Q: 3 clusters Score -2.049682e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 123073 members 
Entering Unmasked Estep 
Score: -20496876.000000 Penalty: 5841.534668
	Iteration 18Q: 3 clusters Score -2.049688e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 123869 members 
Entering Unmasked Estep 
Score: -20497218.000000 Penalty: 5841.534668
	Iteration 19Q: 3 clusters Score -2.049722e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -20497540.000000 Penalty: 5841.534668
	Iteration 20F: 3 clusters Score -2.049754e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 124617 members 
Entering Unmasked Estep 
Score: -20497604.000000 Penalty: 5841.534668
	Iteration 21Q: 3 clusters Score -2.04976e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 124743 members 
Entering Unmasked Estep 
Score: -20497764.000000 Penalty: 5841.534668
	Iteration 22Q: 3 clusters Score -2.049776e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 124801 members 
Entering Unmasked Estep 
Score: -20497852.000000 Penalty: 5841.534668
	Iteration 23Q: 3 clusters Score -2.049785e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -20497948.000000 Penalty: 5841.534668
	Iteration 24Q: 3 clusters Score -2.049795e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 124827 members 
Entering Unmasked Estep 
Score: -20498008.000000 Penalty: 5841.534668
	Iteration 25Q: 3 clusters Score -2.049801e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -20498036.000000 Penalty: 5841.534668
	Iteration 26Q: 3 clusters Score -2.049804e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -20498064.000000 Penalty: 5841.534668
	Iteration 27Q: 3 clusters Score -2.049806e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 124827 members 
Entering Unmasked Estep 
Score: -20498110.000000 Penalty: 5841.534668
	Iteration 28Q: 3 clusters Score -2.049811e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 124815 members 
Entering Unmasked Estep 
Score: -20498138.000000 Penalty: 5841.534668
	Iteration 29Q: 3 clusters Score -2.049814e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 124803 members 
Entering Unmasked Estep 
Score: -20498132.000000 Penalty: 5841.534668
	Iteration 30Q: 3 clusters Score -2.049813e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 124807 members 
Entering Unmasked Estep 
Score: -20498172.000000 Penalty: 5841.534668
	Iteration 31Q: 3 clusters Score -2.049817e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 124801 members 
Entering Unmasked Estep 
Score: -20498200.000000 Penalty: 5841.534668
	Iteration 32Q: 3 clusters Score -2.04982e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 124817 members 
Entering Unmasked Estep 
Score: -20498188.000000 Penalty: 5841.534668
	Iteration 33Q: 3 clusters Score -2.049819e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 124826 members 
Entering Unmasked Estep 
Score: -20498172.000000 Penalty: 5841.534668
	Iteration 34Q: 3 clusters Score -2.049817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -20498174.000000 Penalty: 5841.534668
	Iteration 35Q: 3 clusters Score -2.049817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 124847 members 
Entering Unmasked Estep 
Score: -20498174.000000 Penalty: 5841.534668
	Iteration 36Q: 3 clusters Score -2.049817e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 124858 members 
Entering Unmasked Estep 
Score: -20498152.000000 Penalty: 5841.534668
	Iteration 37Q: 3 clusters Score -2.049815e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -20498172.000000 Penalty: 5841.534668
	Iteration 38Q: 3 clusters Score -2.049817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -20498182.000000 Penalty: 5841.534668
	Iteration 39Q: 3 clusters Score -2.049818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -20498202.000000 Penalty: 5841.534668
	Iteration 40F: 3 clusters Score -2.04982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 124852 members 
Entering Unmasked Estep 
Score: -20498166.000000 Penalty: 5841.534668
	Iteration 41Q: 3 clusters Score -2.049817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 124843 members 
Entering Unmasked Estep 
Score: -20498192.000000 Penalty: 5841.534668
	Iteration 42Q: 3 clusters Score -2.049819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 124845 members 
Entering Unmasked Estep 
Score: -20498190.000000 Penalty: 5841.534668
	Iteration 43Q: 3 clusters Score -2.049819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 124839 members 
Entering Unmasked Estep 
Score: -20498194.000000 Penalty: 5841.534668
	Iteration 44Q: 3 clusters Score -2.049819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 124828 members 
Entering Unmasked Estep 
Score: -20498208.000000 Penalty: 5841.534668
	Iteration 45Q: 3 clusters Score -2.049821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -20498194.000000 Penalty: 5841.534668
	Iteration 46Q: 3 clusters Score -2.049819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -20498210.000000 Penalty: 5841.534668
	Iteration 47Q: 3 clusters Score -2.049821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 124829 members 
Entering Unmasked Estep 
Score: -20498174.000000 Penalty: 5841.534668
	Iteration 48Q: 3 clusters Score -2.049817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 124834 members 
Entering Unmasked Estep 
Score: -20498172.000000 Penalty: 5841.534668
	Iteration 49Q: 3 clusters Score -2.049817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 124841 members 
Entering Unmasked Estep 
Score: -20498152.000000 Penalty: 5841.534668
	Iteration 50Q: 3 clusters Score -2.049815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 124838 members 
Entering Unmasked Estep 
Score: -20498166.000000 Penalty: 5841.534668
	Iteration 51Q: 3 clusters Score -2.049817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 124842 members 
Entering Unmasked Estep 
Score: -20498192.000000 Penalty: 5841.534668
	Iteration 52Q: 3 clusters Score -2.049819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 124844 members 
Entering Unmasked Estep 
Score: -20498194.000000 Penalty: 5841.534668
	Iteration 53Q: 3 clusters Score -2.049819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -20498202.000000 Penalty: 5841.534668
	Iteration 54Q: 3 clusters Score -2.04982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
Score: -20498194.000000 Penalty: 5841.534668
	Iteration 55Q: 3 clusters Score -2.049819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 124853 members 
Entering Unmasked Estep 
Score: -20498186.000000 Penalty: 5841.534668
	Iteration 56Q: 3 clusters Score -2.049819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -20498200.000000 Penalty: 5841.534668
	Iteration 57Q: 3 clusters Score -2.04982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 124857 members 
Entering Unmasked Estep 
Score: -20498196.000000 Penalty: 5841.534668
	Iteration 58Q: 3 clusters Score -2.04982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -20498182.000000 Penalty: 5841.534668
	Iteration 59Q: 3 clusters Score -2.049818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -20498186.000000 Penalty: 5841.534668
	Iteration 60F: 3 clusters Score -2.049819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 124858 members 
Entering Unmasked Estep 
Score: -20498178.000000 Penalty: 5841.534668
	Iteration 61Q: 3 clusters Score -2.049818e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -20498172.000000 Penalty: 5841.534668
	Iteration 62Q: 3 clusters Score -2.049817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -20498176.000000 Penalty: 5841.534668
	Iteration 63Q: 3 clusters Score -2.049818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 124855 members 
Entering Unmasked Estep 
Score: -20498170.000000 Penalty: 5841.534668
	Iteration 64Q: 3 clusters Score -2.049817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -20498168.000000 Penalty: 5841.534668
	Iteration 65Q: 3 clusters Score -2.049817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -20498164.000000 Penalty: 5841.534668
	Iteration 66Q: 3 clusters Score -2.049816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -20498168.000000 Penalty: 5841.534668
	Iteration 67Q: 3 clusters Score -2.049817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -20498172.000000 Penalty: 5841.534668
	Iteration 68Q: 3 clusters Score -2.049817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -20498174.000000 Penalty: 5841.534668
	Iteration 69Q: 3 clusters Score -2.049817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -20498172.000000 Penalty: 5841.534668
	Iteration 70Q: 3 clusters Score -2.049817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -20498176.000000 Penalty: 5841.534668
	Iteration 71Q: 3 clusters Score -2.049818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -20498166.000000 Penalty: 5841.534668
	Iteration 72Q: 3 clusters Score -2.049817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -20498170.000000 Penalty: 5841.534668
	Iteration 73Q: 3 clusters Score -2.049817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 124868 members 
Entering Unmasked Estep 
Score: -20498160.000000 Penalty: 5841.534668
	Iteration 74Q: 3 clusters Score -2.049816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -20498168.000000 Penalty: 5841.534668
	Iteration 75Q: 3 clusters Score -2.049817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 124864 members 
Entering Unmasked Estep 
Score: -20498164.000000 Penalty: 5841.534668
	Iteration 76Q: 3 clusters Score -2.049816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -20498156.000000 Penalty: 5841.534668
	Iteration 77Q: 3 clusters Score -2.049816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 124865 members 
Entering Unmasked Estep 
Score: -20498156.000000 Penalty: 5841.534668
	Iteration 78F: 3 clusters Score -2.049816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 40823 members 
Mstep: Class 29 contains 2325 members 
Mstep: Class 30 contains 124865 members 
Entering Unmasked Estep 
Score: -86655040.000000 Penalty: 98536.320312
Splitting cluster 14 changes total score from -86601864.000000 to -86655040.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -217548.562500 Penalty: 1833.223877
	Iteration 0F: 2 clusters Score -217548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -215213.125000 Penalty: 3666.447754
	Iteration 0F: 3 clusters Score -215213.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -216072.796875 Penalty: 3666.447754
	Iteration 1F: 3 clusters Score -216072.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -216622.984375 Penalty: 3666.447754
	Iteration 2F: 3 clusters Score -216623 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -217202.890625 Penalty: 3666.447754
	Iteration 3F: 3 clusters Score -217202.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -217837.484375 Penalty: 3666.447754
	Iteration 4F: 3 clusters Score -217837.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -218164.218750 Penalty: 3666.447754
	Iteration 5Q: 3 clusters Score -218164.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -218373.265625 Penalty: 3666.447754
	Iteration 6Q: 3 clusters Score -218373.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -218431.328125 Penalty: 3666.447754
	Iteration 7Q: 3 clusters Score -218431.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -218485.687500 Penalty: 3666.447754
	Iteration 8Q: 3 clusters Score -218485.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -218516.015625 Penalty: 3666.447754
	Iteration 9Q: 3 clusters Score -218516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -218560.921875 Penalty: 3666.447754
	Iteration 10Q: 3 clusters Score -218560.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -218643.421875 Penalty: 3666.447754
	Iteration 11Q: 3 clusters Score -218643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -218665.984375 Penalty: 3666.447754
	Iteration 12Q: 3 clusters Score -218666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -218670.031250 Penalty: 3666.447754
	Iteration 13Q: 3 clusters Score -218670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -218670.390625 Penalty: 3666.447754
	Iteration 14Q: 3 clusters Score -218670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -218670.390625 Penalty: 3666.447754
	Iteration 15F: 3 clusters Score -218670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 32525 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 40823 members 
Mstep: Class 29 contains 2325 members 
Mstep: Class 30 contains 124865 members 
Mstep: Class 31 contains 751 members 
Entering Unmasked Estep 
Score: -86654704.000000 Penalty: 101820.867188
Splitting cluster 15 changes total score from -86601864.000000 to -86654704.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (32525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Entering Unmasked Estep 
Score: -5063945.000000 Penalty: 2576.661377
	Iteration 0F: 2 clusters Score -5063945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -5041732.000000 Penalty: 5153.322754
	Iteration 0F: 3 clusters Score -5041732 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -5049686.500000 Penalty: 5153.322754
	Iteration 1F: 3 clusters Score -5049686 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -5050151.000000 Penalty: 5153.322754
	Iteration 2Q: 3 clusters Score -5050151 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -5050574.000000 Penalty: 5153.322754
	Iteration 3Q: 3 clusters Score -5050574 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -5050991.500000 Penalty: 5153.322754
	Iteration 4Q: 3 clusters Score -5050992 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -5051429.000000 Penalty: 5153.322754
	Iteration 5Q: 3 clusters Score -5051429 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -5052017.000000 Penalty: 5153.322754
	Iteration 6Q: 3 clusters Score -5052017 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5052981.000000 Penalty: 5153.322754
	Iteration 7Q: 3 clusters Score -5052981 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -5054442.000000 Penalty: 5153.322754
	Iteration 8F: 3 clusters Score -5054442 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -5056244.500000 Penalty: 5153.322754
	Iteration 9F: 3 clusters Score -5056244 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5057865.000000 Penalty: 5153.322754
	Iteration 10F: 3 clusters Score -5057865 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5059248.000000 Penalty: 5153.322754
	Iteration 11F: 3 clusters Score -5059248 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5060490.500000 Penalty: 5153.322754
	Iteration 12Q: 3 clusters Score -5060490 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -5061585.000000 Penalty: 5153.322754
	Iteration 13Q: 3 clusters Score -5061585 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -5062264.000000 Penalty: 5153.322754
	Iteration 14Q: 3 clusters Score -5062264 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5062649.500000 Penalty: 5153.322754
	Iteration 15Q: 3 clusters Score -5062650 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -5062931.000000 Penalty: 5153.322754
	Iteration 16Q: 3 clusters Score -5062931 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -5063174.500000 Penalty: 5153.322754
	Iteration 17Q: 3 clusters Score -5063174 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -5063365.000000 Penalty: 5153.322754
	Iteration 18Q: 3 clusters Score -5063365 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -5063562.000000 Penalty: 5153.322754
	Iteration 19Q: 3 clusters Score -5063562 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -5063753.000000 Penalty: 5153.322754
	Iteration 20F: 3 clusters Score -5063753 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -5063891.000000 Penalty: 5153.322754
	Iteration 21Q: 3 clusters Score -5063891 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -5063987.500000 Penalty: 5153.322754
	Iteration 22Q: 3 clusters Score -5063988 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -5064061.000000 Penalty: 5153.322754
	Iteration 23Q: 3 clusters Score -5064061 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -5064137.500000 Penalty: 5153.322754
	Iteration 24Q: 3 clusters Score -5064138 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5064209.000000 Penalty: 5153.322754
	Iteration 25Q: 3 clusters Score -5064209 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5064238.500000 Penalty: 5153.322754
	Iteration 26Q: 3 clusters Score -5064238 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5064282.000000 Penalty: 5153.322754
	Iteration 27Q: 3 clusters Score -5064282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -5064301.500000 Penalty: 5153.322754
	Iteration 28Q: 3 clusters Score -5064302 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5064321.000000 Penalty: 5153.322754
	Iteration 29Q: 3 clusters Score -5064321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -5064324.000000 Penalty: 5153.322754
	Iteration 30Q: 3 clusters Score -5064324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -5064344.000000 Penalty: 5153.322754
	Iteration 31Q: 3 clusters Score -5064344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -5064340.000000 Penalty: 5153.322754
	Iteration 32Q: 3 clusters Score -5064340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5064336.500000 Penalty: 5153.322754
	Iteration 33Q: 3 clusters Score -5064336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5064343.000000 Penalty: 5153.322754
	Iteration 34Q: 3 clusters Score -5064343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -5064344.500000 Penalty: 5153.322754
	Iteration 35Q: 3 clusters Score -5064344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -5064346.000000 Penalty: 5153.322754
	Iteration 36Q: 3 clusters Score -5064346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -5064340.500000 Penalty: 5153.322754
	Iteration 37Q: 3 clusters Score -5064340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -5064338.500000 Penalty: 5153.322754
	Iteration 38Q: 3 clusters Score -5064338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5064343.000000 Penalty: 5153.322754
	Iteration 39Q: 3 clusters Score -5064343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -5064333.000000 Penalty: 5153.322754
	Iteration 40F: 3 clusters Score -5064333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -5064343.500000 Penalty: 5153.322754
	Iteration 41Q: 3 clusters Score -5064344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -5064343.000000 Penalty: 5153.322754
	Iteration 42Q: 3 clusters Score -5064343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -5064346.000000 Penalty: 5153.322754
	Iteration 43Q: 3 clusters Score -5064346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -5064347.000000 Penalty: 5153.322754
	Iteration 44Q: 3 clusters Score -5064347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -5064347.500000 Penalty: 5153.322754
	Iteration 45Q: 3 clusters Score -5064348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -5064344.000000 Penalty: 5153.322754
	Iteration 46Q: 3 clusters Score -5064344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -5064346.500000 Penalty: 5153.322754
	Iteration 47Q: 3 clusters Score -5064346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -5064351.500000 Penalty: 5153.322754
	Iteration 48Q: 3 clusters Score -5064352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -5064351.500000 Penalty: 5153.322754
	Iteration 49F: 3 clusters Score -5064352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 2810 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 40823 members 
Mstep: Class 29 contains 2325 members 
Mstep: Class 30 contains 124865 members 
Mstep: Class 31 contains 751 members 
Mstep: Class 32 contains 27081 members 
Entering Unmasked Estep 
Score: -86654368.000000 Penalty: 105105.406250
Splitting cluster 16 changes total score from -86601864.000000 to -86654368.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -410780.531250 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -410780.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -407696.906250 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -407696.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -408402.031250 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -408402 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -408621.656250 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -408621.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -408801.062500 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -408801.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -408977.156250 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -408977.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -409124.031250 Penalty: 3938.706299
	Iteration 5Q: 3 clusters Score -409124 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -409225.187500 Penalty: 3938.706299
	Iteration 6Q: 3 clusters Score -409225.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -409319.156250 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -409319.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -409396.406250 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -409396.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -409476.031250 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -409476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -409589.281250 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -409589.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -409675.718750 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -409675.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -409767.031250 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -409767 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -409874.531250 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -409874.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -410031.937500 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -410031.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -410214.562500 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -410214.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -410450.343750 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -410450.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -410645.687500 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -410645.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -410852.437500 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -410852.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -411067.250000 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -411067.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -411308.750000 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -411308.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -411431.031250 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -411431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -411467.468750 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -411467.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -411485.968750 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -411486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -411495.250000 Penalty: 3938.706299
	Iteration 24Q: 3 clusters Score -411495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -411499.468750 Penalty: 3938.706299
	Iteration 25Q: 3 clusters Score -411499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -411504.781250 Penalty: 3938.706299
	Iteration 26Q: 3 clusters Score -411504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -411508.375000 Penalty: 3938.706299
	Iteration 27Q: 3 clusters Score -411508.4 nChanged 1
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: -411508.375000 Penalty: 3938.706299
	Iteration 28Q: 3 clusters Score -411508.4 nChanged 0
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: -411508.375000 Penalty: 3938.706299
	Iteration 29F: 3 clusters Score -411508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 20840 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 40823 members 
Mstep: Class 29 contains 2325 members 
Mstep: Class 30 contains 124865 members 
Mstep: Class 31 contains 751 members 
Mstep: Class 32 contains 27081 members 
Mstep: Class 33 contains 1575 members 
Entering Unmasked Estep 
Score: -86654192.000000 Penalty: 108389.953125
Splitting cluster 17 changes total score from -86601864.000000 to -86654192.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (20840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Entering Unmasked Estep 
Score: -3204909.250000 Penalty: 2466.268066
	Iteration 0F: 2 clusters Score -3204909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3190353.000000 Penalty: 4932.536133
	Iteration 0F: 3 clusters Score -3190353 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3195569.250000 Penalty: 4932.536133
	Iteration 1F: 3 clusters Score -3195569 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -3196442.000000 Penalty: 4932.536133
	Iteration 2F: 3 clusters Score -3196442 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3197586.000000 Penalty: 4932.536133
	Iteration 3F: 3 clusters Score -3197586 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3199147.500000 Penalty: 4932.536133
	Iteration 4F: 3 clusters Score -3199148 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3201140.250000 Penalty: 4932.536133
	Iteration 5F: 3 clusters Score -3201140 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3203225.500000 Penalty: 4932.536133
	Iteration 6F: 3 clusters Score -3203226 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3205005.500000 Penalty: 4932.536133
	Iteration 7F: 3 clusters Score -3205006 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -3206076.750000 Penalty: 4932.536133
	Iteration 8F: 3 clusters Score -3206077 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3206466.500000 Penalty: 4932.536133
	Iteration 9Q: 3 clusters Score -3206466 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -3206633.750000 Penalty: 4932.536133
	Iteration 10Q: 3 clusters Score -3206634 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3206685.750000 Penalty: 4932.536133
	Iteration 11Q: 3 clusters Score -3206686 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -3206723.250000 Penalty: 4932.536133
	Iteration 12Q: 3 clusters Score -3206723 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3206739.750000 Penalty: 4932.536133
	Iteration 13Q: 3 clusters Score -3206740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3206753.500000 Penalty: 4932.536133
	Iteration 14Q: 3 clusters Score -3206754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3206767.000000 Penalty: 4932.536133
	Iteration 15Q: 3 clusters Score -3206767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3206767.000000 Penalty: 4932.536133
	Iteration 16Q: 3 clusters Score -3206767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3206763.750000 Penalty: 4932.536133
	Iteration 17Q: 3 clusters Score -3206764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3206770.000000 Penalty: 4932.536133
	Iteration 18Q: 3 clusters Score -3206770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3206777.000000 Penalty: 4932.536133
	Iteration 19Q: 3 clusters Score -3206777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -3206770.750000 Penalty: 4932.536133
	Iteration 20F: 3 clusters Score -3206771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -3206772.750000 Penalty: 4932.536133
	Iteration 21Q: 3 clusters Score -3206773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3206774.500000 Penalty: 4932.536133
	Iteration 22Q: 3 clusters Score -3206774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3206774.500000 Penalty: 4932.536133
	Iteration 23F: 3 clusters Score -3206774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 14000 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 40823 members 
Mstep: Class 29 contains 2325 members 
Mstep: Class 30 contains 124865 members 
Mstep: Class 31 contains 751 members 
Mstep: Class 32 contains 27081 members 
Mstep: Class 33 contains 1575 members 
Mstep: Class 34 contains 6840 members 
Entering Unmasked Estep 
Score: -86655240.000000 Penalty: 111674.500000
Splitting cluster 20 changes total score from -86601864.000000 to -86655240.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (8658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Entering Unmasked Estep 
Score: -1296712.500000 Penalty: 2248.427246
	Iteration 0F: 2 clusters Score -1296712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1290002.375000 Penalty: 4496.854492
	Iteration 0F: 3 clusters Score -1290002 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1291933.500000 Penalty: 4496.854492
	Iteration 1F: 3 clusters Score -1291934 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1292361.125000 Penalty: 4496.854492
	Iteration 2F: 3 clusters Score -1292361 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1292765.250000 Penalty: 4496.854492
	Iteration 3F: 3 clusters Score -1292765 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1293192.875000 Penalty: 4496.854492
	Iteration 4F: 3 clusters Score -1293193 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1293612.750000 Penalty: 4496.854492
	Iteration 5F: 3 clusters Score -1293613 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1294002.875000 Penalty: 4496.854492
	Iteration 6F: 3 clusters Score -1294003 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1294346.250000 Penalty: 4496.854492
	Iteration 7F: 3 clusters Score -1294346 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1294651.500000 Penalty: 4496.854492
	Iteration 8Q: 3 clusters Score -1294652 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1294845.875000 Penalty: 4496.854492
	Iteration 9Q: 3 clusters Score -1294846 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1294973.000000 Penalty: 4496.854492
	Iteration 10Q: 3 clusters Score -1294973 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1295045.375000 Penalty: 4496.854492
	Iteration 11Q: 3 clusters Score -1295045 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1295088.500000 Penalty: 4496.854492
	Iteration 12Q: 3 clusters Score -1295088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1295122.250000 Penalty: 4496.854492
	Iteration 13Q: 3 clusters Score -1295122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1295142.250000 Penalty: 4496.854492
	Iteration 14Q: 3 clusters Score -1295142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1295156.625000 Penalty: 4496.854492
	Iteration 15Q: 3 clusters Score -1295157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1295170.625000 Penalty: 4496.854492
	Iteration 16Q: 3 clusters Score -1295171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1295180.375000 Penalty: 4496.854492
	Iteration 17Q: 3 clusters Score -1295180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1295183.625000 Penalty: 4496.854492
	Iteration 18Q: 3 clusters Score -1295184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1295187.250000 Penalty: 4496.854492
	Iteration 19Q: 3 clusters Score -1295187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1295190.000000 Penalty: 4496.854492
	Iteration 20F: 3 clusters Score -1295190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1295193.000000 Penalty: 4496.854492
	Iteration 21Q: 3 clusters Score -1295193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1295196.875000 Penalty: 4496.854492
	Iteration 22Q: 3 clusters Score -1295197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1295202.375000 Penalty: 4496.854492
	Iteration 23Q: 3 clusters Score -1295202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1295206.500000 Penalty: 4496.854492
	Iteration 24Q: 3 clusters Score -1295206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1295207.750000 Penalty: 4496.854492
	Iteration 25Q: 3 clusters Score -1295208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1295213.750000 Penalty: 4496.854492
	Iteration 26Q: 3 clusters Score -1295214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1295221.375000 Penalty: 4496.854492
	Iteration 27Q: 3 clusters Score -1295221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1295229.375000 Penalty: 4496.854492
	Iteration 28Q: 3 clusters Score -1295229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1295228.875000 Penalty: 4496.854492
	Iteration 29Q: 3 clusters Score -1295229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1295230.625000 Penalty: 4496.854492
	Iteration 30Q: 3 clusters Score -1295231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1295230.125000 Penalty: 4496.854492
	Iteration 31Q: 3 clusters Score -1295230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1295231.750000 Penalty: 4496.854492
	Iteration 32Q: 3 clusters Score -1295232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1295232.250000 Penalty: 4496.854492
	Iteration 33Q: 3 clusters Score -1295232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1295232.250000 Penalty: 4496.854492
	Iteration 34F: 3 clusters Score -1295232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -203209.281250 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -203209.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -201024.984375 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -201025 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -201654.187500 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -201654.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -202017.625000 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -202017.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -202343.500000 Penalty: 3644.580078
	Iteration 3F: 3 clusters Score -202343.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -202906.109375 Penalty: 3644.580078
	Iteration 4F: 3 clusters Score -202906.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -203458.500000 Penalty: 3644.580078
	Iteration 5F: 3 clusters Score -203458.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -203759.031250 Penalty: 3644.580078
	Iteration 6F: 3 clusters Score -203759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -203947.390625 Penalty: 3644.580078
	Iteration 7F: 3 clusters Score -203947.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -204057.765625 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -204057.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -204100.734375 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -204100.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -204139.328125 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -204139.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -204181.046875 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -204181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -204266.609375 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -204266.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -204379.937500 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -204379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -204444.796875 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -204444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -204461.796875 Penalty: 3644.580078
	Iteration 15Q: 3 clusters Score -204461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204467.296875 Penalty: 3644.580078
	Iteration 16Q: 3 clusters Score -204467.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204472.906250 Penalty: 3644.580078
	Iteration 17Q: 3 clusters Score -204472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -204477.531250 Penalty: 3644.580078
	Iteration 18Q: 3 clusters Score -204477.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -204484.437500 Penalty: 3644.580078
	Iteration 19Q: 3 clusters Score -204484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -204486.921875 Penalty: 3644.580078
	Iteration 20F: 3 clusters Score -204486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204489.140625 Penalty: 3644.580078
	Iteration 21Q: 3 clusters Score -204489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204490.437500 Penalty: 3644.580078
	Iteration 22Q: 3 clusters Score -204490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -204491.156250 Penalty: 3644.580078
	Iteration 23Q: 3 clusters Score -204491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -204491.859375 Penalty: 3644.580078
	Iteration 24Q: 3 clusters Score -204491.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204492.343750 Penalty: 3644.580078
	Iteration 25Q: 3 clusters Score -204492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -204492.343750 Penalty: 3644.580078
	Iteration 26F: 3 clusters Score -204492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 8 contains 221 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 14000 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 803 members 
Mstep: Class 23 contains 5534 members 
Mstep: Class 24 contains 83166 members 
Mstep: Class 25 contains 1234 members 
Mstep: Class 26 contains 3001 members 
Mstep: Class 27 contains 1731 members 
Mstep: Class 28 contains 40823 members 
Mstep: Class 29 contains 2325 members 
Mstep: Class 30 contains 124865 members 
Mstep: Class 31 contains 751 members 
Mstep: Class 32 contains 27081 members 
Mstep: Class 33 contains 1575 members 
Mstep: Class 34 contains 6840 members 
Mstep: Class 35 contains 750 members 
Entering Unmasked Estep 
Score: -86654848.000000 Penalty: 114959.039062
Splitting cluster 22 changes total score from -86601864.000000 to -86654848.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -859886.062500 Penalty: 2137.429199
	Iteration 0F: 2 clusters Score -859886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -855058.312500 Penalty: 4274.858398
	Iteration 0F: 3 clusters Score -855058.3 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -856194.000000 Penalty: 4274.858398
	Iteration 1F: 3 clusters Score -856194 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -856391.812500 Penalty: 4274.858398
	Iteration 2F: 3 clusters Score -856391.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -856516.500000 Penalty: 4274.858398
	Iteration 3Q: 3 clusters Score -856516.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -856600.875000 Penalty: 4274.858398
	Iteration 4Q: 3 clusters Score -856600.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -856670.187500 Penalty: 4274.858398
	Iteration 5Q: 3 clusters Score -856670.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -856734.937500 Penalty: 4274.858398
	Iteration 6Q: 3 clusters Score -856734.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -856779.312500 Penalty: 4274.858398
	Iteration 7Q: 3 clusters Score -856779.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -856826.437500 Penalty: 4274.858398
	Iteration 8Q: 3 clusters Score -856826.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -856855.875000 Penalty: 4274.858398
	Iteration 9Q: 3 clusters Score -856855.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -856884.937500 Penalty: 4274.858398
	Iteration 10Q: 3 clusters Score -856884.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -856909.687500 Penalty: 4274.858398
	Iteration 11Q: 3 clusters Score -856909.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -856940.750000 Penalty: 4274.858398
	Iteration 12Q: 3 clusters Score -856940.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -856972.875000 Penalty: 4274.858398
	Iteration 13Q: 3 clusters Score -856972.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -857013.625000 Penalty: 4274.858398
	Iteration 14Q: 3 clusters Score -857013.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -857050.937500 Penalty: 4274.858398
	Iteration 15Q: 3 clusters Score -857050.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -857088.750000 Penalty: 4274.858398
	Iteration 16Q: 3 clusters Score -857088.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -857128.437500 Penalty: 4274.858398
	Iteration 17Q: 3 clusters Score -857128.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -857170.000000 Penalty: 4274.858398
	Iteration 18Q: 3 clusters Score -857170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -857211.250000 Penalty: 4274.858398
	Iteration 19Q: 3 clusters Score -857211.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -857252.937500 Penalty: 4274.858398
	Iteration 20F: 3 clusters Score -857252.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -857300.500000 Penalty: 4274.858398
	Iteration 21Q: 3 clusters Score -857300.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -857356.812500 Penalty: 4274.858398
	Iteration 22Q: 3 clusters Score -857356.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -857420.312500 Penalty: 4274.858398
	Iteration 23Q: 3 clusters Score -857420.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -857480.375000 Penalty: 4274.858398
	Iteration 24Q: 3 clusters Score -857480.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -857555.687500 Penalty: 4274.858398
	Iteration 25Q: 3 clusters Score -857555.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -857633.937500 Penalty: 4274.858398
	Iteration 26Q: 3 clusters Score -857633.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -857699.250000 Penalty: 4274.858398
	Iteration 27Q: 3 clusters Score -857699.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -857777.000000 Penalty: 4274.858398
	Iteration 28Q: 3 clusters Score -857777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -857854.062500 Penalty: 4274.858398
	Iteration 29Q: 3 clusters Score -857854.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -857932.812500 Penalty: 4274.858398
	Iteration 30Q: 3 clusters Score -857932.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -857993.750000 Penalty: 4274.858398
	Iteration 31Q: 3 clusters Score -857993.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -858025.250000 Penalty: 4274.858398
	Iteration 32Q: 3 clusters Score -858025.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -858051.750000 Penalty: 4274.858398
	Iteration 33Q: 3 clusters Score -858051.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -858069.875000 Penalty: 4274.858398
	Iteration 34Q: 3 clusters Score -858069.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -858091.125000 Penalty: 4274.858398
	Iteration 35Q: 3 clusters Score -858091.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -858110.687500 Penalty: 4274.858398
	Iteration 36Q: 3 clusters Score -858110.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -858125.937500 Penalty: 4274.858398
	Iteration 37Q: 3 clusters Score -858125.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -858135.500000 Penalty: 4274.858398
	Iteration 38Q: 3 clusters Score -858135.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -858141.000000 Penalty: 4274.858398
	Iteration 39Q: 3 clusters Score -858141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -858147.750000 Penalty: 4274.858398
	Iteration 40F: 3 clusters Score -858147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -858154.437500 Penalty: 4274.858398
	Iteration 41Q: 3 clusters Score -858154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -858154.125000 Penalty: 4274.858398
	Iteration 42Q: 3 clusters Score -858154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -858153.312500 Penalty: 4274.858398
	Iteration 43Q: 3 clusters Score -858153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -858153.500000 Penalty: 4274.858398
	Iteration 44Q: 3 clusters Score -858153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -858154.750000 Penalty: 4274.858398
	Iteration 45Q: 3 clusters Score -858154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -858155.187500 Penalty: 4274.858398
	Iteration 46Q: 3 clusters Score -858155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -858155.187500 Penalty: 4274.858398
	Iteration 47F: 3 clusters Score -858155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 437 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 1412 members 
Mstep: Class 4 contains 116201 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 7550 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 35070 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 4560 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 5395 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 5444 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 20 contains 14000 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 803 members 
Mstep: Class 23 contains 5534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86671144.000000 Penalty: 114959.039062
Iteration 39Q: 36 clusters Score -8.667114e+07 nChanged 28388
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 131485 members 
Mstep: Class 5 contains 1135 members 
Mstep: Class 6 contains 36866 members 
Mstep: Class 7 contains 7776 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 10680 members 
Mstep: Class 10 contains 36023 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 4660 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 5626 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 5934 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 14213 members 
Mstep: Class 21 contains 8552 members 
Mstep: Class 22 contains 790 members 
Mstep: Class 23 contains 5436 members 
Mstep: Class 24 contains 81066 members 
Mstep: Class 25 contains 1247 members 
Mstep: Class 26 contains 3142 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 38678 members 
Mstep: Class 29 contains 2295 members 
Mstep: Class 30 contains 113061 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 26028 members 
Mstep: Class 33 contains 1813 members 
Mstep: Class 34 contains 6617 members 
Mstep: Class 35 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86686608.000000 Penalty: 114959.039062
Iteration 40F: 36 clusters Score -8.668661e+07 nChanged 22016
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 1591 members 
Mstep: Class 4 contains 138714 members 
Mstep: Class 5 contains 1098 members 
Mstep: Class 6 contains 36161 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 257 members 
Mstep: Class 9 contains 10313 members 
Mstep: Class 10 contains 35355 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 4657 members 
Mstep: Class 13 contains 1387 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 5729 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 14114 members 
Mstep: Class 21 contains 8404 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 5332 members 
Mstep: Class 24 contains 83114 members 
Mstep: Class 25 contains 1255 members 
Mstep: Class 26 contains 3251 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 37561 members 
Mstep: Class 29 contains 2808 members 
Mstep: Class 30 contains 106316 members 
Mstep: Class 31 contains 725 members 
Mstep: Class 32 contains 25822 members 
Mstep: Class 33 contains 2010 members 
Mstep: Class 34 contains 6822 members 
Mstep: Class 35 contains 753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86691720.000000 Penalty: 114959.039062
Iteration 41Q: 36 clusters Score -8.669172e+07 nChanged 16693
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 143500 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 35686 members 
Mstep: Class 7 contains 7170 members 
Mstep: Class 8 contains 262 members 
Mstep: Class 9 contains 9900 members 
Mstep: Class 10 contains 35071 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 4656 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 5820 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 6118 members 
Mstep: Class 19 contains 438 members 
Mstep: Class 20 contains 14128 members 
Mstep: Class 21 contains 8338 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 5265 members 
Mstep: Class 24 contains 86391 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3312 members 
Mstep: Class 27 contains 1750 members 
Mstep: Class 28 contains 36509 members 
Mstep: Class 29 contains 3094 members 
Mstep: Class 30 contains 100443 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25628 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 6976 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86691616.000000 Penalty: 114959.039062
Iteration 42Q: 36 clusters Score -8.669162e+07 nChanged 15118
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 146078 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 35380 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 266 members 
Mstep: Class 9 contains 9421 members 
Mstep: Class 10 contains 34915 members 
Mstep: Class 11 contains 5211 members 
Mstep: Class 12 contains 4616 members 
Mstep: Class 13 contains 1372 members 
Mstep: Class 14 contains 4964 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 5913 members 
Mstep: Class 17 contains 1318 members 
Mstep: Class 18 contains 6142 members 
Mstep: Class 19 contains 433 members 
Mstep: Class 20 contains 14149 members 
Mstep: Class 21 contains 8302 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 5198 members 
Mstep: Class 24 contains 90478 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3366 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 35547 members 
Mstep: Class 29 contains 3291 members 
Mstep: Class 30 contains 95744 members 
Mstep: Class 31 contains 725 members 
Mstep: Class 32 contains 25509 members 
Mstep: Class 33 contains 2191 members 
Mstep: Class 34 contains 7090 members 
Mstep: Class 35 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86690624.000000 Penalty: 114959.039062
Iteration 43Q: 36 clusters Score -8.669062e+07 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 146689 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 35182 members 
Mstep: Class 7 contains 6879 members 
Mstep: Class 8 contains 268 members 
Mstep: Class 9 contains 8963 members 
Mstep: Class 10 contains 34753 members 
Mstep: Class 11 contains 5293 members 
Mstep: Class 12 contains 4563 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 1319 members 
Mstep: Class 18 contains 6146 members 
Mstep: Class 19 contains 439 members 
Mstep: Class 20 contains 14158 members 
Mstep: Class 21 contains 8287 members 
Mstep: Class 22 contains 739 members 
Mstep: Class 23 contains 5131 members 
Mstep: Class 24 contains 95262 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3420 members 
Mstep: Class 27 contains 1788 members 
Mstep: Class 28 contains 34778 members 
Mstep: Class 29 contains 3419 members 
Mstep: Class 30 contains 92055 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25450 members 
Mstep: Class 33 contains 2244 members 
Mstep: Class 34 contains 7199 members 
Mstep: Class 35 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688984.000000 Penalty: 114959.039062
Iteration 44Q: 36 clusters Score -8.668898e+07 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 1665 members 
Mstep: Class 4 contains 146155 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 35048 members 
Mstep: Class 7 contains 6771 members 
Mstep: Class 8 contains 273 members 
Mstep: Class 9 contains 8545 members 
Mstep: Class 10 contains 34567 members 
Mstep: Class 11 contains 5378 members 
Mstep: Class 12 contains 4517 members 
Mstep: Class 13 contains 1374 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6046 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 440 members 
Mstep: Class 20 contains 14179 members 
Mstep: Class 21 contains 8282 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 5077 members 
Mstep: Class 24 contains 100191 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3454 members 
Mstep: Class 27 contains 1805 members 
Mstep: Class 28 contains 34148 members 
Mstep: Class 29 contains 3514 members 
Mstep: Class 30 contains 89061 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25437 members 
Mstep: Class 33 contains 2288 members 
Mstep: Class 34 contains 7287 members 
Mstep: Class 35 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86686536.000000 Penalty: 114959.039062
Iteration 45Q: 36 clusters Score -8.668654e+07 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 145558 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 34970 members 
Mstep: Class 7 contains 6720 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 8203 members 
Mstep: Class 10 contains 34300 members 
Mstep: Class 11 contains 5464 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 13 contains 1371 members 
Mstep: Class 14 contains 4154 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 6184 members 
Mstep: Class 19 contains 441 members 
Mstep: Class 20 contains 14175 members 
Mstep: Class 21 contains 8291 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 104641 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3492 members 
Mstep: Class 27 contains 1826 members 
Mstep: Class 28 contains 33780 members 
Mstep: Class 29 contains 3569 members 
Mstep: Class 30 contains 86237 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25491 members 
Mstep: Class 33 contains 2323 members 
Mstep: Class 34 contains 7354 members 
Mstep: Class 35 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86684568.000000 Penalty: 114959.039062
Iteration 46Q: 36 clusters Score -8.668457e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 144367 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 34948 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 34006 members 
Mstep: Class 11 contains 5537 members 
Mstep: Class 12 contains 4389 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 3998 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 443 members 
Mstep: Class 20 contains 14170 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 108865 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 1833 members 
Mstep: Class 28 contains 33577 members 
Mstep: Class 29 contains 3633 members 
Mstep: Class 30 contains 83970 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25554 members 
Mstep: Class 33 contains 2339 members 
Mstep: Class 34 contains 7423 members 
Mstep: Class 35 contains 824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86683832.000000 Penalty: 114959.039062
Iteration 47Q: 36 clusters Score -8.668383e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 142781 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 34930 members 
Mstep: Class 7 contains 6618 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7708 members 
Mstep: Class 10 contains 33687 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 4347 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 3924 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6143 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 446 members 
Mstep: Class 20 contains 14168 members 
Mstep: Class 21 contains 8299 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 112898 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 1839 members 
Mstep: Class 28 contains 33481 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 82098 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25601 members 
Mstep: Class 33 contains 2347 members 
Mstep: Class 34 contains 7489 members 
Mstep: Class 35 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86682624.000000 Penalty: 114959.039062
Iteration 48Q: 36 clusters Score -8.668262e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 140679 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 34939 members 
Mstep: Class 7 contains 6582 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 10 contains 33406 members 
Mstep: Class 11 contains 5703 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6163 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 14168 members 
Mstep: Class 21 contains 8297 members 
Mstep: Class 22 contains 730 members 
Mstep: Class 23 contains 4893 members 
Mstep: Class 24 contains 116624 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 1841 members 
Mstep: Class 28 contains 33482 members 
Mstep: Class 29 contains 3715 members 
Mstep: Class 30 contains 80805 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25666 members 
Mstep: Class 33 contains 2360 members 
Mstep: Class 34 contains 7538 members 
Mstep: Class 35 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681976.000000 Penalty: 114959.039062
Iteration 49Q: 36 clusters Score -8.668198e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 138379 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 34965 members 
Mstep: Class 7 contains 6544 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 33098 members 
Mstep: Class 11 contains 5765 members 
Mstep: Class 12 contains 4223 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6192 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 6203 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 14143 members 
Mstep: Class 21 contains 8303 members 
Mstep: Class 22 contains 727 members 
Mstep: Class 23 contains 4865 members 
Mstep: Class 24 contains 120158 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3564 members 
Mstep: Class 27 contains 1843 members 
Mstep: Class 28 contains 33588 members 
Mstep: Class 29 contains 3735 members 
Mstep: Class 30 contains 79795 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25689 members 
Mstep: Class 33 contains 2370 members 
Mstep: Class 34 contains 7566 members 
Mstep: Class 35 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681440.000000 Penalty: 114959.039062
Iteration 50Q: 36 clusters Score -8.668144e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1047 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 135840 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 34975 members 
Mstep: Class 7 contains 6516 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7385 members 
Mstep: Class 10 contains 32795 members 
Mstep: Class 11 contains 5814 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6219 members 
Mstep: Class 17 contains 1306 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14136 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 4848 members 
Mstep: Class 24 contains 123534 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 1845 members 
Mstep: Class 28 contains 33663 members 
Mstep: Class 29 contains 3751 members 
Mstep: Class 30 contains 79156 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25706 members 
Mstep: Class 33 contains 2376 members 
Mstep: Class 34 contains 7594 members 
Mstep: Class 35 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681736.000000 Penalty: 114959.039062
Iteration 51Q: 36 clusters Score -8.668174e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 133289 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 34976 members 
Mstep: Class 7 contains 6479 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7363 members 
Mstep: Class 10 contains 32455 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 4106 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 3938 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6247 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14126 members 
Mstep: Class 21 contains 8301 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 126697 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3616 members 
Mstep: Class 27 contains 1842 members 
Mstep: Class 28 contains 33682 members 
Mstep: Class 29 contains 3766 members 
Mstep: Class 30 contains 78844 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25714 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7615 members 
Mstep: Class 35 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681744.000000 Penalty: 114959.039062
Iteration 52Q: 36 clusters Score -8.668174e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 130677 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7342 members 
Mstep: Class 10 contains 32135 members 
Mstep: Class 11 contains 5901 members 
Mstep: Class 12 contains 4050 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6269 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 8303 members 
Mstep: Class 22 contains 725 members 
Mstep: Class 23 contains 4804 members 
Mstep: Class 24 contains 129565 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3635 members 
Mstep: Class 27 contains 1837 members 
Mstep: Class 28 contains 33736 members 
Mstep: Class 29 contains 3779 members 
Mstep: Class 30 contains 78808 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25726 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7643 members 
Mstep: Class 35 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681448.000000 Penalty: 114959.039062
Iteration 53Q: 36 clusters Score -8.668145e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1039 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 128123 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 35002 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7357 members 
Mstep: Class 10 contains 31833 members 
Mstep: Class 11 contains 5941 members 
Mstep: Class 12 contains 3997 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14128 members 
Mstep: Class 21 contains 8305 members 
Mstep: Class 22 contains 724 members 
Mstep: Class 23 contains 4773 members 
Mstep: Class 24 contains 132111 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3649 members 
Mstep: Class 27 contains 1834 members 
Mstep: Class 28 contains 33738 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 79000 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25730 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7663 members 
Mstep: Class 35 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681296.000000 Penalty: 114959.039062
Iteration 54Q: 36 clusters Score -8.66813e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1039 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 125624 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 35020 members 
Mstep: Class 7 contains 6404 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 31585 members 
Mstep: Class 11 contains 5973 members 
Mstep: Class 12 contains 3943 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 4122 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6310 members 
Mstep: Class 17 contains 1306 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14127 members 
Mstep: Class 21 contains 8306 members 
Mstep: Class 22 contains 724 members 
Mstep: Class 23 contains 4748 members 
Mstep: Class 24 contains 134379 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3666 members 
Mstep: Class 27 contains 1830 members 
Mstep: Class 28 contains 33687 members 
Mstep: Class 29 contains 3803 members 
Mstep: Class 30 contains 79399 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25748 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7675 members 
Mstep: Class 35 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681024.000000 Penalty: 114959.039062
Iteration 55Q: 36 clusters Score -8.668102e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1042 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 123128 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 35040 members 
Mstep: Class 7 contains 6385 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7435 members 
Mstep: Class 10 contains 31352 members 
Mstep: Class 11 contains 6009 members 
Mstep: Class 12 contains 3897 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 4214 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6321 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14128 members 
Mstep: Class 21 contains 8312 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 4721 members 
Mstep: Class 24 contains 136532 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3682 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 33595 members 
Mstep: Class 29 contains 3810 members 
Mstep: Class 30 contains 79920 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25749 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7696 members 
Mstep: Class 35 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681096.000000 Penalty: 114959.039062
Iteration 56Q: 36 clusters Score -8.66811e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 120647 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 35039 members 
Mstep: Class 7 contains 6368 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 31149 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 3847 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 4323 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14111 members 
Mstep: Class 21 contains 8325 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 138536 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3696 members 
Mstep: Class 27 contains 1813 members 
Mstep: Class 28 contains 33483 members 
Mstep: Class 29 contains 3816 members 
Mstep: Class 30 contains 80576 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25779 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 7710 members 
Mstep: Class 35 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86682032.000000 Penalty: 114959.039062
Iteration 57Q: 36 clusters Score -8.668203e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1040 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 118656 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 35007 members 
Mstep: Class 7 contains 6350 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7556 members 
Mstep: Class 10 contains 30986 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 3795 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 4410 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6350 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 6149 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14101 members 
Mstep: Class 21 contains 8331 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 4647 members 
Mstep: Class 24 contains 140195 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3711 members 
Mstep: Class 27 contains 1803 members 
Mstep: Class 28 contains 33241 members 
Mstep: Class 29 contains 3819 members 
Mstep: Class 30 contains 81227 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25797 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 7717 members 
Mstep: Class 35 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86682544.000000 Penalty: 114959.039062
Iteration 58Q: 36 clusters Score -8.668254e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 116797 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 35017 members 
Mstep: Class 7 contains 6335 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7608 members 
Mstep: Class 10 contains 30860 members 
Mstep: Class 11 contains 6096 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14112 members 
Mstep: Class 21 contains 8337 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 4597 members 
Mstep: Class 24 contains 141588 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3720 members 
Mstep: Class 27 contains 1795 members 
Mstep: Class 28 contains 32953 members 
Mstep: Class 29 contains 3819 members 
Mstep: Class 30 contains 81960 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25810 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 7731 members 
Mstep: Class 35 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86683632.000000 Penalty: 114959.039062
Iteration 59Q: 36 clusters Score -8.668363e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1042 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 115203 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 34999 members 
Mstep: Class 7 contains 6324 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 7646 members 
Mstep: Class 10 contains 30772 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 3698 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6396 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 6141 members 
Mstep: Class 19 contains 450 members 
Mstep: Class 20 contains 14119 members 
Mstep: Class 21 contains 8340 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 4557 members 
Mstep: Class 24 contains 142683 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 1789 members 
Mstep: Class 28 contains 32666 members 
Mstep: Class 29 contains 3819 members 
Mstep: Class 30 contains 82731 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25827 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7749 members 
Mstep: Class 35 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86687224.000000 Penalty: 114959.039062
Iteration 60F: 36 clusters Score -8.668722e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 348 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 114935 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 34995 members 
Mstep: Class 7 contains 6315 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 7651 members 
Mstep: Class 10 contains 30716 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 3644 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6413 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 6137 members 
Mstep: Class 19 contains 448 members 
Mstep: Class 20 contains 14131 members 
Mstep: Class 21 contains 8341 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 143359 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3728 members 
Mstep: Class 27 contains 1783 members 
Mstep: Class 28 contains 32349 members 
Mstep: Class 29 contains 3822 members 
Mstep: Class 30 contains 82536 members 
Mstep: Class 31 contains 724 members 
Mstep: Class 32 contains 25808 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7747 members 
Mstep: Class 35 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688160.000000 Penalty: 114959.039062
Iteration 61Q: 36 clusters Score -8.668816e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 114641 members 
Mstep: Class 5 contains 1079 members 
Mstep: Class 6 contains 34993 members 
Mstep: Class 7 contains 6303 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 7675 members 
Mstep: Class 10 contains 30671 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 3584 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 5076 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 6144 members 
Mstep: Class 19 contains 449 members 
Mstep: Class 20 contains 14163 members 
Mstep: Class 21 contains 8336 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 4462 members 
Mstep: Class 24 contains 143715 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3735 members 
Mstep: Class 27 contains 1781 members 
Mstep: Class 28 contains 31979 members 
Mstep: Class 29 contains 3826 members 
Mstep: Class 30 contains 82700 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25788 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 7732 members 
Mstep: Class 35 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688208.000000 Penalty: 114959.039062
Iteration 62Q: 36 clusters Score -8.668821e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 114202 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34986 members 
Mstep: Class 7 contains 6291 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 7688 members 
Mstep: Class 10 contains 30619 members 
Mstep: Class 11 contains 6210 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 5301 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 454 members 
Mstep: Class 20 contains 14183 members 
Mstep: Class 21 contains 8338 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 143881 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3746 members 
Mstep: Class 27 contains 1777 members 
Mstep: Class 28 contains 31634 members 
Mstep: Class 29 contains 3827 members 
Mstep: Class 30 contains 83185 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25771 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 7733 members 
Mstep: Class 35 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688392.000000 Penalty: 114959.039062
Iteration 63Q: 36 clusters Score -8.668839e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1043 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 113677 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 34981 members 
Mstep: Class 7 contains 6271 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7708 members 
Mstep: Class 10 contains 30576 members 
Mstep: Class 11 contains 6252 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 5539 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6455 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 459 members 
Mstep: Class 20 contains 14208 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 4386 members 
Mstep: Class 24 contains 143921 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3760 members 
Mstep: Class 27 contains 1771 members 
Mstep: Class 28 contains 31263 members 
Mstep: Class 29 contains 3831 members 
Mstep: Class 30 contains 83870 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25744 members 
Mstep: Class 33 contains 2406 members 
Mstep: Class 34 contains 7739 members 
Mstep: Class 35 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688616.000000 Penalty: 114959.039062
Iteration 64Q: 36 clusters Score -8.668862e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 113089 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 34966 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7734 members 
Mstep: Class 10 contains 30513 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6468 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 6138 members 
Mstep: Class 19 contains 462 members 
Mstep: Class 20 contains 14223 members 
Mstep: Class 21 contains 8332 members 
Mstep: Class 22 contains 721 members 
Mstep: Class 23 contains 4345 members 
Mstep: Class 24 contains 143853 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3774 members 
Mstep: Class 27 contains 1768 members 
Mstep: Class 28 contains 30934 members 
Mstep: Class 29 contains 3832 members 
Mstep: Class 30 contains 84731 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25701 members 
Mstep: Class 33 contains 2412 members 
Mstep: Class 34 contains 7738 members 
Mstep: Class 35 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688504.000000 Penalty: 114959.039062
Iteration 65Q: 36 clusters Score -8.66885e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1025 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112459 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 34970 members 
Mstep: Class 7 contains 6219 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7754 members 
Mstep: Class 10 contains 30432 members 
Mstep: Class 11 contains 6325 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 6026 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 6125 members 
Mstep: Class 19 contains 464 members 
Mstep: Class 20 contains 14243 members 
Mstep: Class 21 contains 8331 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 143659 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3800 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 30596 members 
Mstep: Class 29 contains 3834 members 
Mstep: Class 30 contains 85772 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25675 members 
Mstep: Class 33 contains 2412 members 
Mstep: Class 34 contains 7746 members 
Mstep: Class 35 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688504.000000 Penalty: 114959.039062
Iteration 66Q: 36 clusters Score -8.66885e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1019 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 111905 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 34975 members 
Mstep: Class 7 contains 6202 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7782 members 
Mstep: Class 10 contains 30353 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 6232 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6127 members 
Mstep: Class 19 contains 466 members 
Mstep: Class 20 contains 14257 members 
Mstep: Class 21 contains 8331 members 
Mstep: Class 22 contains 719 members 
Mstep: Class 23 contains 4286 members 
Mstep: Class 24 contains 143327 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3811 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 30258 members 
Mstep: Class 29 contains 3835 members 
Mstep: Class 30 contains 86859 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25664 members 
Mstep: Class 33 contains 2417 members 
Mstep: Class 34 contains 7753 members 
Mstep: Class 35 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86689048.000000 Penalty: 114959.039062
Iteration 67Q: 36 clusters Score -8.668905e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 111256 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 34975 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7824 members 
Mstep: Class 10 contains 30287 members 
Mstep: Class 11 contains 6397 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 6441 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6121 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 14273 members 
Mstep: Class 21 contains 8329 members 
Mstep: Class 22 contains 716 members 
Mstep: Class 23 contains 4256 members 
Mstep: Class 24 contains 142968 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3823 members 
Mstep: Class 27 contains 1762 members 
Mstep: Class 28 contains 29917 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 88071 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25643 members 
Mstep: Class 33 contains 2417 members 
Mstep: Class 34 contains 7755 members 
Mstep: Class 35 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86689656.000000 Penalty: 114959.039062
Iteration 68Q: 36 clusters Score -8.668966e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1004 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 110623 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 34984 members 
Mstep: Class 7 contains 6179 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7868 members 
Mstep: Class 10 contains 30236 members 
Mstep: Class 11 contains 6446 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 6636 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6506 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6115 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14292 members 
Mstep: Class 21 contains 8329 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 4229 members 
Mstep: Class 24 contains 142494 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3841 members 
Mstep: Class 27 contains 1760 members 
Mstep: Class 28 contains 29595 members 
Mstep: Class 29 contains 3839 members 
Mstep: Class 30 contains 89335 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25614 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 7760 members 
Mstep: Class 35 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86689968.000000 Penalty: 114959.039062
Iteration 69Q: 36 clusters Score -8.668997e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 995 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 110131 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34978 members 
Mstep: Class 7 contains 6172 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7908 members 
Mstep: Class 10 contains 30187 members 
Mstep: Class 11 contains 6489 members 
Mstep: Class 12 contains 3192 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 873 members 
Mstep: Class 16 contains 6517 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14313 members 
Mstep: Class 21 contains 8332 members 
Mstep: Class 22 contains 713 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 141874 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3854 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 29239 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 90681 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25583 members 
Mstep: Class 33 contains 2417 members 
Mstep: Class 34 contains 7754 members 
Mstep: Class 35 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86689784.000000 Penalty: 114959.039062
Iteration 70Q: 36 clusters Score -8.668978e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 987 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 109671 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34978 members 
Mstep: Class 7 contains 6164 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7953 members 
Mstep: Class 10 contains 30132 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 7007 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6530 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6113 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14338 members 
Mstep: Class 21 contains 8332 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 141226 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3858 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 28891 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 92012 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25558 members 
Mstep: Class 33 contains 2416 members 
Mstep: Class 34 contains 7750 members 
Mstep: Class 35 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86690312.000000 Penalty: 114959.039062
Iteration 71Q: 36 clusters Score -8.669031e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 109285 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34970 members 
Mstep: Class 7 contains 6152 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 30072 members 
Mstep: Class 11 contains 6563 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 7186 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6542 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14359 members 
Mstep: Class 21 contains 8333 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 4137 members 
Mstep: Class 24 contains 140492 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3860 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 28527 members 
Mstep: Class 29 contains 3837 members 
Mstep: Class 30 contains 93410 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25523 members 
Mstep: Class 33 contains 2407 members 
Mstep: Class 34 contains 7743 members 
Mstep: Class 35 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86690792.000000 Penalty: 114959.039062
Iteration 72Q: 36 clusters Score -8.669079e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 108921 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34957 members 
Mstep: Class 7 contains 6139 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 10 contains 29998 members 
Mstep: Class 11 contains 6600 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 7353 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6555 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6101 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14396 members 
Mstep: Class 21 contains 8334 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 4090 members 
Mstep: Class 24 contains 139809 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3872 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 28211 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 94709 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25480 members 
Mstep: Class 33 contains 2407 members 
Mstep: Class 34 contains 7752 members 
Mstep: Class 35 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86691176.000000 Penalty: 114959.039062
Iteration 73Q: 36 clusters Score -8.669118e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 974 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 108574 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34953 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 8046 members 
Mstep: Class 10 contains 29931 members 
Mstep: Class 11 contains 6635 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 7495 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6566 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6094 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14431 members 
Mstep: Class 21 contains 8337 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 4049 members 
Mstep: Class 24 contains 139126 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3875 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 27903 members 
Mstep: Class 29 contains 3839 members 
Mstep: Class 30 contains 95978 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25451 members 
Mstep: Class 33 contains 2406 members 
Mstep: Class 34 contains 7749 members 
Mstep: Class 35 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86691384.000000 Penalty: 114959.039062
Iteration 74Q: 36 clusters Score -8.669138e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 973 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 108151 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34954 members 
Mstep: Class 7 contains 6113 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 8075 members 
Mstep: Class 10 contains 29855 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 7624 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6582 members 
Mstep: Class 17 contains 1302 members 
Mstep: Class 18 contains 6091 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14465 members 
Mstep: Class 21 contains 8340 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 4011 members 
Mstep: Class 24 contains 138544 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3878 members 
Mstep: Class 27 contains 1749 members 
Mstep: Class 28 contains 27591 members 
Mstep: Class 29 contains 3841 members 
Mstep: Class 30 contains 97215 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25422 members 
Mstep: Class 33 contains 2400 members 
Mstep: Class 34 contains 7746 members 
Mstep: Class 35 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86691752.000000 Penalty: 114959.039062
Iteration 75Q: 36 clusters Score -8.669175e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 967 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 107827 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34957 members 
Mstep: Class 7 contains 6103 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 8094 members 
Mstep: Class 10 contains 29808 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 7748 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6603 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6093 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14495 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 3972 members 
Mstep: Class 24 contains 137822 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3888 members 
Mstep: Class 27 contains 1744 members 
Mstep: Class 28 contains 27270 members 
Mstep: Class 29 contains 3841 members 
Mstep: Class 30 contains 98460 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25403 members 
Mstep: Class 33 contains 2401 members 
Mstep: Class 34 contains 7740 members 
Mstep: Class 35 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86692192.000000 Penalty: 114959.039062
Iteration 76Q: 36 clusters Score -8.669219e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 107468 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34966 members 
Mstep: Class 7 contains 6091 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 8109 members 
Mstep: Class 10 contains 29758 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 2988 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6608 members 
Mstep: Class 17 contains 1301 members 
Mstep: Class 18 contains 6090 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14510 members 
Mstep: Class 21 contains 8343 members 
Mstep: Class 22 contains 707 members 
Mstep: Class 23 contains 3950 members 
Mstep: Class 24 contains 137173 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3898 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 26958 members 
Mstep: Class 29 contains 3842 members 
Mstep: Class 30 contains 99663 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25388 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7741 members 
Mstep: Class 35 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86692672.000000 Penalty: 114959.039062
Iteration 77Q: 36 clusters Score -8.669267e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 107024 members 
Mstep: Class 5 contains 1077 members 
Mstep: Class 6 contains 34975 members 
Mstep: Class 7 contains 6074 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29721 members 
Mstep: Class 11 contains 6865 members 
Mstep: Class 12 contains 2971 members 
Mstep: Class 13 contains 1357 members 
Mstep: Class 14 contains 7997 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6613 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6087 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14526 members 
Mstep: Class 21 contains 8345 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 3932 members 
Mstep: Class 24 contains 136631 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3908 members 
Mstep: Class 27 contains 1735 members 
Mstep: Class 28 contains 26675 members 
Mstep: Class 29 contains 3846 members 
Mstep: Class 30 contains 100825 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25379 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7739 members 
Mstep: Class 35 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86692568.000000 Penalty: 114959.039062
Iteration 78Q: 36 clusters Score -8.669257e+07 nChanged 3019
Entering ConstructFrom: 
Score: -86692568.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -52207.953125 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -52207.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51025.734375 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -51025.73 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51495.769531 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -51495.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51644.796875 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -51644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51856.769531 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -51856.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51919.636719 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -51919.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51937.820312 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -51937.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51944.164062 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -51944.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51969.179688 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -51969.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52002.222656 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -52002.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52014.261719 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -52014.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52025.671875 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -52025.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -52025.671875 Penalty: 3004.165039
	Iteration 11F: 3 clusters Score -52025.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -145638.609375 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -145638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -143721.359375 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -143721.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144014.890625 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -144014.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144072.828125 Penalty: 3407.031006
	Iteration 2Q: 3 clusters Score -144072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -144097.328125 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -144097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144110.484375 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -144110.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144121.906250 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -144121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144129.718750 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -144129.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144137.515625 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -144137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144138.812500 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -144138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144139.687500 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -144139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144144.640625 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -144144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144149.765625 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -144149.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144150.453125 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -144150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -144150.453125 Penalty: 3407.031006
	Iteration 13F: 3 clusters Score -144150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -242494.671875 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -242494.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -240117.531250 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -240117.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -240542.468750 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -240542.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -240673.531250 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -240673.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -240751.484375 Penalty: 3683.568359
	Iteration 3Q: 3 clusters Score -240751.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -240822.484375 Penalty: 3683.568359
	Iteration 4Q: 3 clusters Score -240822.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -240891.875000 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -240891.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -240958.500000 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -240958.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -241016.765625 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -241016.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -241063.234375 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -241063.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -241101.578125 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -241101.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -241135.406250 Penalty: 3683.568359
	Iteration 10Q: 3 clusters Score -241135.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -241169.375000 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -241169.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -241195.406250 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -241195.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -241224.515625 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -241224.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -241249.187500 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -241249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -241260.562500 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -241260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241271.156250 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -241271.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -241283.687500 Penalty: 3683.568359
	Iteration 17Q: 3 clusters Score -241283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -241293.125000 Penalty: 3683.568359
	Iteration 18Q: 3 clusters Score -241293.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241304.296875 Penalty: 3683.568359
	Iteration 19Q: 3 clusters Score -241304.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -241307.843750 Penalty: 3683.568359
	Iteration 20F: 3 clusters Score -241307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -241312.671875 Penalty: 3683.568359
	Iteration 21Q: 3 clusters Score -241312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -241313.640625 Penalty: 3683.568359
	Iteration 22Q: 3 clusters Score -241313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -241314.703125 Penalty: 3683.568359
	Iteration 23Q: 3 clusters Score -241314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -241316.234375 Penalty: 3683.568359
	Iteration 24Q: 3 clusters Score -241316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -241316.281250 Penalty: 3683.568359
	Iteration 25Q: 3 clusters Score -241316.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -241316.656250 Penalty: 3683.568359
	Iteration 26Q: 3 clusters Score -241316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241317.406250 Penalty: 3683.568359
	Iteration 27Q: 3 clusters Score -241317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241317.937500 Penalty: 3683.568359
	Iteration 28Q: 3 clusters Score -241317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241318.593750 Penalty: 3683.568359
	Iteration 29Q: 3 clusters Score -241318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241320.281250 Penalty: 3683.568359
	Iteration 30Q: 3 clusters Score -241320.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241320.281250 Penalty: 3683.568359
	Iteration 31F: 3 clusters Score -241320.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (106648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106648 members 
Entering Unmasked Estep 
Score: -16827038.000000 Penalty: 2871.167480
	Iteration 0F: 2 clusters Score -1.682704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -16757982.000000 Penalty: 5742.334961
	Iteration 0F: 3 clusters Score -1.675798e+07 nChanged 50610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -16787304.000000 Penalty: 5742.334961
	Iteration 1F: 3 clusters Score -1.67873e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -16788128.000000 Penalty: 5742.334961
	Iteration 2Q: 3 clusters Score -1.678813e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -16789050.000000 Penalty: 5742.334961
	Iteration 3Q: 3 clusters Score -1.678905e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -16790378.000000 Penalty: 5742.334961
	Iteration 4Q: 3 clusters Score -1.679038e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -16792152.000000 Penalty: 5742.334961
	Iteration 5Q: 3 clusters Score -1.679215e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 65851 members 
Entering Unmasked Estep 
Score: -16795094.000000 Penalty: 5742.334961
	Iteration 6Q: 3 clusters Score -1.679509e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -16799262.000000 Penalty: 5742.334961
	Iteration 7F: 3 clusters Score -1.679926e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 76845 members 
Entering Unmasked Estep 
Score: -16804502.000000 Penalty: 5742.334961
	Iteration 8F: 3 clusters Score -1.68045e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -16810004.000000 Penalty: 5742.334961
	Iteration 9F: 3 clusters Score -1.681e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -16814354.000000 Penalty: 5742.334961
	Iteration 10F: 3 clusters Score -1.681435e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 91259 members 
Entering Unmasked Estep 
Score: -16817472.000000 Penalty: 5742.334961
	Iteration 11Q: 3 clusters Score -1.681747e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -16819658.000000 Penalty: 5742.334961
	Iteration 12Q: 3 clusters Score -1.681966e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -16821106.000000 Penalty: 5742.334961
	Iteration 13Q: 3 clusters Score -1.682111e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -16822050.000000 Penalty: 5742.334961
	Iteration 14Q: 3 clusters Score -1.682205e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 99237 members 
Entering Unmasked Estep 
Score: -16822726.000000 Penalty: 5742.334961
	Iteration 15Q: 3 clusters Score -1.682273e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -16823154.000000 Penalty: 5742.334961
	Iteration 16Q: 3 clusters Score -1.682315e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -16823400.000000 Penalty: 5742.334961
	Iteration 17Q: 3 clusters Score -1.68234e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -16823658.000000 Penalty: 5742.334961
	Iteration 18Q: 3 clusters Score -1.682366e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -16823898.000000 Penalty: 5742.334961
	Iteration 19Q: 3 clusters Score -1.68239e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 102930 members 
Entering Unmasked Estep 
Score: -16824114.000000 Penalty: 5742.334961
	Iteration 20F: 3 clusters Score -1.682411e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 103302 members 
Entering Unmasked Estep 
Score: -16824224.000000 Penalty: 5742.334961
	Iteration 21Q: 3 clusters Score -1.682422e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 103588 members 
Entering Unmasked Estep 
Score: -16824354.000000 Penalty: 5742.334961
	Iteration 22Q: 3 clusters Score -1.682435e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -16824422.000000 Penalty: 5742.334961
	Iteration 23Q: 3 clusters Score -1.682442e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 104060 members 
Entering Unmasked Estep 
Score: -16824498.000000 Penalty: 5742.334961
	Iteration 24Q: 3 clusters Score -1.68245e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 104252 members 
Entering Unmasked Estep 
Score: -16824526.000000 Penalty: 5742.334961
	Iteration 25Q: 3 clusters Score -1.682453e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 104417 members 
Entering Unmasked Estep 
Score: -16824556.000000 Penalty: 5742.334961
	Iteration 26Q: 3 clusters Score -1.682456e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 104543 members 
Entering Unmasked Estep 
Score: -16824570.000000 Penalty: 5742.334961
	Iteration 27Q: 3 clusters Score -1.682457e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 104663 members 
Entering Unmasked Estep 
Score: -16824596.000000 Penalty: 5742.334961
	Iteration 28Q: 3 clusters Score -1.68246e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -16824636.000000 Penalty: 5742.334961
	Iteration 29Q: 3 clusters Score -1.682464e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -16824674.000000 Penalty: 5742.334961
	Iteration 30Q: 3 clusters Score -1.682467e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -16824686.000000 Penalty: 5742.334961
	Iteration 31Q: 3 clusters Score -1.682469e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -16824698.000000 Penalty: 5742.334961
	Iteration 32Q: 3 clusters Score -1.68247e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -16824712.000000 Penalty: 5742.334961
	Iteration 33Q: 3 clusters Score -1.682471e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -16824740.000000 Penalty: 5742.334961
	Iteration 34Q: 3 clusters Score -1.682474e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -16824744.000000 Penalty: 5742.334961
	Iteration 35Q: 3 clusters Score -1.682474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -16824740.000000 Penalty: 5742.334961
	Iteration 36Q: 3 clusters Score -1.682474e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 105079 members 
Entering Unmasked Estep 
Score: -16824764.000000 Penalty: 5742.334961
	Iteration 37Q: 3 clusters Score -1.682476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -16824760.000000 Penalty: 5742.334961
	Iteration 38Q: 3 clusters Score -1.682476e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -16824784.000000 Penalty: 5742.334961
	Iteration 39Q: 3 clusters Score -1.682478e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -16824784.000000 Penalty: 5742.334961
	Iteration 40F: 3 clusters Score -1.682478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -16824792.000000 Penalty: 5742.334961
	Iteration 41Q: 3 clusters Score -1.682479e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 105162 members 
Entering Unmasked Estep 
Score: -16824792.000000 Penalty: 5742.334961
	Iteration 42Q: 3 clusters Score -1.682479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 105179 members 
Entering Unmasked Estep 
Score: -16824794.000000 Penalty: 5742.334961
	Iteration 43Q: 3 clusters Score -1.682479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 105188 members 
Entering Unmasked Estep 
Score: -16824804.000000 Penalty: 5742.334961
	Iteration 44Q: 3 clusters Score -1.68248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 105192 members 
Entering Unmasked Estep 
Score: -16824810.000000 Penalty: 5742.334961
	Iteration 45Q: 3 clusters Score -1.682481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 105195 members 
Entering Unmasked Estep 
Score: -16824822.000000 Penalty: 5742.334961
	Iteration 46Q: 3 clusters Score -1.682482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 105197 members 
Entering Unmasked Estep 
Score: -16824798.000000 Penalty: 5742.334961
	Iteration 47Q: 3 clusters Score -1.68248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -16824806.000000 Penalty: 5742.334961
	Iteration 48Q: 3 clusters Score -1.682481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 105202 members 
Entering Unmasked Estep 
Score: -16824802.000000 Penalty: 5742.334961
	Iteration 49Q: 3 clusters Score -1.68248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 105203 members 
Entering Unmasked Estep 
Score: -16824800.000000 Penalty: 5742.334961
	Iteration 50Q: 3 clusters Score -1.68248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 105203 members 
Entering Unmasked Estep 
Score: -16824800.000000 Penalty: 5742.334961
	Iteration 51F: 3 clusters Score -1.68248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -118293.742188 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -118293.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116647.187500 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -116647.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117544.710938 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -117544.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118433.976562 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -118434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -119230.898438 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -119230.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -119577.445312 Penalty: 3463.039551
	Iteration 4F: 3 clusters Score -119577.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -120177.109375 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -120177.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -121054.179688 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -121054.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -121404.960938 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -121405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -121489.179688 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -121489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -121549.351562 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -121549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -121554.312500 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -121554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -121628.695312 Penalty: 3463.039551
	Iteration 11F: 3 clusters Score -121628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -121916.007812 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -121916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -121934.539062 Penalty: 3463.039551
	Iteration 13F: 3 clusters Score -121934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -122019.937500 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -122019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -122030.890625 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -122030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -122030.890625 Penalty: 3463.039551
	Iteration 16F: 3 clusters Score -122030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 14541 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 136118 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 26360 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 101949 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25341 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7738 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 862 members 
Entering Unmasked Estep 
Score: -86695000.000000 Penalty: 118243.585938
Splitting cluster 5 changes total score from -86692568.000000 to -86695000.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 6 (34977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Entering Unmasked Estep 
Score: -5416369.000000 Penalty: 2594.686768
	Iteration 0F: 2 clusters Score -5416369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -5392588.000000 Penalty: 5189.373535
	Iteration 0F: 3 clusters Score -5392588 nChanged 15912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -5401300.000000 Penalty: 5189.373535
	Iteration 1F: 3 clusters Score -5401300 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5401762.000000 Penalty: 5189.373535
	Iteration 2Q: 3 clusters Score -5401762 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -5402217.000000 Penalty: 5189.373535
	Iteration 3Q: 3 clusters Score -5402217 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -5402676.000000 Penalty: 5189.373535
	Iteration 4Q: 3 clusters Score -5402676 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5403108.000000 Penalty: 5189.373535
	Iteration 5Q: 3 clusters Score -5403108 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -5403593.000000 Penalty: 5189.373535
	Iteration 6Q: 3 clusters Score -5403593 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -5404063.000000 Penalty: 5189.373535
	Iteration 7Q: 3 clusters Score -5404063 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5404574.000000 Penalty: 5189.373535
	Iteration 8Q: 3 clusters Score -5404574 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -5405089.500000 Penalty: 5189.373535
	Iteration 9Q: 3 clusters Score -5405090 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5405530.500000 Penalty: 5189.373535
	Iteration 10Q: 3 clusters Score -5405530 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -5406026.000000 Penalty: 5189.373535
	Iteration 11Q: 3 clusters Score -5406026 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5406461.000000 Penalty: 5189.373535
	Iteration 12Q: 3 clusters Score -5406461 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -5406919.500000 Penalty: 5189.373535
	Iteration 13Q: 3 clusters Score -5406920 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5407344.500000 Penalty: 5189.373535
	Iteration 14Q: 3 clusters Score -5407344 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5407757.000000 Penalty: 5189.373535
	Iteration 15Q: 3 clusters Score -5407757 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -5408172.000000 Penalty: 5189.373535
	Iteration 16Q: 3 clusters Score -5408172 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5408577.000000 Penalty: 5189.373535
	Iteration 17Q: 3 clusters Score -5408577 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5409034.500000 Penalty: 5189.373535
	Iteration 18Q: 3 clusters Score -5409034 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -5409526.000000 Penalty: 5189.373535
	Iteration 19Q: 3 clusters Score -5409526 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -5410086.500000 Penalty: 5189.373535
	Iteration 20F: 3 clusters Score -5410086 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5410600.500000 Penalty: 5189.373535
	Iteration 21Q: 3 clusters Score -5410600 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5411086.500000 Penalty: 5189.373535
	Iteration 22Q: 3 clusters Score -5411086 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5411562.500000 Penalty: 5189.373535
	Iteration 23Q: 3 clusters Score -5411562 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -5411948.000000 Penalty: 5189.373535
	Iteration 24Q: 3 clusters Score -5411948 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -5412303.500000 Penalty: 5189.373535
	Iteration 25Q: 3 clusters Score -5412304 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -5412601.500000 Penalty: 5189.373535
	Iteration 26Q: 3 clusters Score -5412602 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -5412872.500000 Penalty: 5189.373535
	Iteration 27Q: 3 clusters Score -5412872 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -5413089.000000 Penalty: 5189.373535
	Iteration 28Q: 3 clusters Score -5413089 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -5413326.500000 Penalty: 5189.373535
	Iteration 29Q: 3 clusters Score -5413326 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -5413516.000000 Penalty: 5189.373535
	Iteration 30Q: 3 clusters Score -5413516 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -5413658.000000 Penalty: 5189.373535
	Iteration 31Q: 3 clusters Score -5413658 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -5413807.500000 Penalty: 5189.373535
	Iteration 32Q: 3 clusters Score -5413808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -5413891.500000 Penalty: 5189.373535
	Iteration 33Q: 3 clusters Score -5413892 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -5413951.000000 Penalty: 5189.373535
	Iteration 34Q: 3 clusters Score -5413951 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -5413996.000000 Penalty: 5189.373535
	Iteration 35Q: 3 clusters Score -5413996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -5414029.000000 Penalty: 5189.373535
	Iteration 36Q: 3 clusters Score -5414029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5414057.500000 Penalty: 5189.373535
	Iteration 37Q: 3 clusters Score -5414058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -5414075.000000 Penalty: 5189.373535
	Iteration 38Q: 3 clusters Score -5414075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -5414096.000000 Penalty: 5189.373535
	Iteration 39Q: 3 clusters Score -5414096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -5414117.000000 Penalty: 5189.373535
	Iteration 40F: 3 clusters Score -5414117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -5414129.000000 Penalty: 5189.373535
	Iteration 41Q: 3 clusters Score -5414129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -5414142.000000 Penalty: 5189.373535
	Iteration 42Q: 3 clusters Score -5414142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -5414157.500000 Penalty: 5189.373535
	Iteration 43Q: 3 clusters Score -5414158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -5414163.000000 Penalty: 5189.373535
	Iteration 44Q: 3 clusters Score -5414163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -5414177.500000 Penalty: 5189.373535
	Iteration 45Q: 3 clusters Score -5414178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -5414176.000000 Penalty: 5189.373535
	Iteration 46Q: 3 clusters Score -5414176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -5414173.000000 Penalty: 5189.373535
	Iteration 47Q: 3 clusters Score -5414173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -5414177.000000 Penalty: 5189.373535
	Iteration 48Q: 3 clusters Score -5414177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -5414181.500000 Penalty: 5189.373535
	Iteration 49Q: 3 clusters Score -5414182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -5414191.500000 Penalty: 5189.373535
	Iteration 50Q: 3 clusters Score -5414192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -5414193.500000 Penalty: 5189.373535
	Iteration 51Q: 3 clusters Score -5414194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -5414195.500000 Penalty: 5189.373535
	Iteration 52Q: 3 clusters Score -5414196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5414197.500000 Penalty: 5189.373535
	Iteration 53Q: 3 clusters Score -5414198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -5414193.000000 Penalty: 5189.373535
	Iteration 54Q: 3 clusters Score -5414193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -5414199.500000 Penalty: 5189.373535
	Iteration 55Q: 3 clusters Score -5414200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -5414197.000000 Penalty: 5189.373535
	Iteration 56Q: 3 clusters Score -5414197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -5414193.500000 Penalty: 5189.373535
	Iteration 57Q: 3 clusters Score -5414194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -5414200.000000 Penalty: 5189.373535
	Iteration 58Q: 3 clusters Score -5414200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5414202.500000 Penalty: 5189.373535
	Iteration 59Q: 3 clusters Score -5414202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -5414201.500000 Penalty: 5189.373535
	Iteration 60F: 3 clusters Score -5414202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -5414198.500000 Penalty: 5189.373535
	Iteration 61Q: 3 clusters Score -5414198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -5414197.500000 Penalty: 5189.373535
	Iteration 62Q: 3 clusters Score -5414198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -5414197.500000 Penalty: 5189.373535
	Iteration 63F: 3 clusters Score -5414198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -885264.750000 Penalty: 2160.111084
	Iteration 0F: 2 clusters Score -885264.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -880071.750000 Penalty: 4320.222168
	Iteration 0F: 3 clusters Score -880071.8 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -881504.875000 Penalty: 4320.222168
	Iteration 1F: 3 clusters Score -881504.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -881841.375000 Penalty: 4320.222168
	Iteration 2F: 3 clusters Score -881841.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -882139.625000 Penalty: 4320.222168
	Iteration 3F: 3 clusters Score -882139.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -882452.937500 Penalty: 4320.222168
	Iteration 4F: 3 clusters Score -882452.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -882834.812500 Penalty: 4320.222168
	Iteration 5F: 3 clusters Score -882834.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -883341.875000 Penalty: 4320.222168
	Iteration 6F: 3 clusters Score -883341.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -883759.187500 Penalty: 4320.222168
	Iteration 7F: 3 clusters Score -883759.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -884081.062500 Penalty: 4320.222168
	Iteration 8F: 3 clusters Score -884081.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -884297.125000 Penalty: 4320.222168
	Iteration 9Q: 3 clusters Score -884297.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -884409.000000 Penalty: 4320.222168
	Iteration 10Q: 3 clusters Score -884409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -884456.937500 Penalty: 4320.222168
	Iteration 11Q: 3 clusters Score -884456.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -884484.250000 Penalty: 4320.222168
	Iteration 12Q: 3 clusters Score -884484.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -884501.187500 Penalty: 4320.222168
	Iteration 13Q: 3 clusters Score -884501.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -884507.375000 Penalty: 4320.222168
	Iteration 14Q: 3 clusters Score -884507.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -884512.812500 Penalty: 4320.222168
	Iteration 15Q: 3 clusters Score -884512.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -884515.250000 Penalty: 4320.222168
	Iteration 16Q: 3 clusters Score -884515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -884518.312500 Penalty: 4320.222168
	Iteration 17Q: 3 clusters Score -884518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -884519.250000 Penalty: 4320.222168
	Iteration 18Q: 3 clusters Score -884519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -884521.562500 Penalty: 4320.222168
	Iteration 19Q: 3 clusters Score -884521.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -884519.687500 Penalty: 4320.222168
	Iteration 20F: 3 clusters Score -884519.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -884525.000000 Penalty: 4320.222168
	Iteration 21Q: 3 clusters Score -884525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -884525.937500 Penalty: 4320.222168
	Iteration 22Q: 3 clusters Score -884525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -884528.125000 Penalty: 4320.222168
	Iteration 23Q: 3 clusters Score -884528.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -884528.125000 Penalty: 4320.222168
	Iteration 24F: 3 clusters Score -884528.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -31434.109375 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -31434.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30374.552734 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -30374.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30763.847656 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -30763.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30827.501953 Penalty: 2861.087158
	Iteration 2Q: 3 clusters Score -30827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30832.722656 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -30832.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -30835.193359 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -30835.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -30836.818359 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -30836.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30839.175781 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -30839.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -30840.755859 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -30840.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -30840.755859 Penalty: 2861.087158
	Iteration 8F: 3 clusters Score -30840.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -1296611.750000 Penalty: 2233.218750
	Iteration 0F: 2 clusters Score -1296612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1290054.625000 Penalty: 4466.437500
	Iteration 0F: 3 clusters Score -1290055 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1291892.250000 Penalty: 4466.437500
	Iteration 1F: 3 clusters Score -1291892 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1292152.500000 Penalty: 4466.437500
	Iteration 2F: 3 clusters Score -1292152 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1292309.500000 Penalty: 4466.437500
	Iteration 3Q: 3 clusters Score -1292310 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1292429.875000 Penalty: 4466.437500
	Iteration 4Q: 3 clusters Score -1292430 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1292513.875000 Penalty: 4466.437500
	Iteration 5Q: 3 clusters Score -1292514 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1292573.875000 Penalty: 4466.437500
	Iteration 6Q: 3 clusters Score -1292574 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1292622.375000 Penalty: 4466.437500
	Iteration 7Q: 3 clusters Score -1292622 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1292668.375000 Penalty: 4466.437500
	Iteration 8Q: 3 clusters Score -1292668 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1292715.000000 Penalty: 4466.437500
	Iteration 9Q: 3 clusters Score -1292715 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1292757.875000 Penalty: 4466.437500
	Iteration 10Q: 3 clusters Score -1292758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1292808.875000 Penalty: 4466.437500
	Iteration 11Q: 3 clusters Score -1292809 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1292870.500000 Penalty: 4466.437500
	Iteration 12Q: 3 clusters Score -1292870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1292939.750000 Penalty: 4466.437500
	Iteration 13Q: 3 clusters Score -1292940 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1293021.500000 Penalty: 4466.437500
	Iteration 14Q: 3 clusters Score -1293022 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1293126.875000 Penalty: 4466.437500
	Iteration 15Q: 3 clusters Score -1293127 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1293231.625000 Penalty: 4466.437500
	Iteration 16Q: 3 clusters Score -1293232 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1293339.125000 Penalty: 4466.437500
	Iteration 17Q: 3 clusters Score -1293339 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1293446.500000 Penalty: 4466.437500
	Iteration 18Q: 3 clusters Score -1293446 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1293576.875000 Penalty: 4466.437500
	Iteration 19Q: 3 clusters Score -1293577 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1293756.500000 Penalty: 4466.437500
	Iteration 20F: 3 clusters Score -1293756 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1293905.375000 Penalty: 4466.437500
	Iteration 21Q: 3 clusters Score -1293905 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1294034.500000 Penalty: 4466.437500
	Iteration 22Q: 3 clusters Score -1294034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1294159.125000 Penalty: 4466.437500
	Iteration 23Q: 3 clusters Score -1294159 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1294251.250000 Penalty: 4466.437500
	Iteration 24Q: 3 clusters Score -1294251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1294327.250000 Penalty: 4466.437500
	Iteration 25Q: 3 clusters Score -1294327 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1294395.625000 Penalty: 4466.437500
	Iteration 26Q: 3 clusters Score -1294396 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1294450.250000 Penalty: 4466.437500
	Iteration 27Q: 3 clusters Score -1294450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1294493.125000 Penalty: 4466.437500
	Iteration 28Q: 3 clusters Score -1294493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1294524.500000 Penalty: 4466.437500
	Iteration 29Q: 3 clusters Score -1294524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1294553.250000 Penalty: 4466.437500
	Iteration 30Q: 3 clusters Score -1294553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1294572.500000 Penalty: 4466.437500
	Iteration 31Q: 3 clusters Score -1294572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1294588.000000 Penalty: 4466.437500
	Iteration 32Q: 3 clusters Score -1294588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1294601.875000 Penalty: 4466.437500
	Iteration 33Q: 3 clusters Score -1294602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1294609.625000 Penalty: 4466.437500
	Iteration 34Q: 3 clusters Score -1294610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1294618.625000 Penalty: 4466.437500
	Iteration 35Q: 3 clusters Score -1294619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1294627.500000 Penalty: 4466.437500
	Iteration 36Q: 3 clusters Score -1294628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1294632.625000 Penalty: 4466.437500
	Iteration 37Q: 3 clusters Score -1294633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1294640.000000 Penalty: 4466.437500
	Iteration 38Q: 3 clusters Score -1294640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1294650.500000 Penalty: 4466.437500
	Iteration 39Q: 3 clusters Score -1294650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1294655.750000 Penalty: 4466.437500
	Iteration 40F: 3 clusters Score -1294656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1294659.875000 Penalty: 4466.437500
	Iteration 41Q: 3 clusters Score -1294660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1294664.500000 Penalty: 4466.437500
	Iteration 42Q: 3 clusters Score -1294664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1294670.250000 Penalty: 4466.437500
	Iteration 43Q: 3 clusters Score -1294670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1294674.125000 Penalty: 4466.437500
	Iteration 44Q: 3 clusters Score -1294674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1294678.875000 Penalty: 4466.437500
	Iteration 45Q: 3 clusters Score -1294679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1294682.000000 Penalty: 4466.437500
	Iteration 46Q: 3 clusters Score -1294682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1294683.250000 Penalty: 4466.437500
	Iteration 47Q: 3 clusters Score -1294683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1294684.375000 Penalty: 4466.437500
	Iteration 48Q: 3 clusters Score -1294684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1294686.250000 Penalty: 4466.437500
	Iteration 49Q: 3 clusters Score -1294686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1294689.375000 Penalty: 4466.437500
	Iteration 50Q: 3 clusters Score -1294689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1294691.000000 Penalty: 4466.437500
	Iteration 51Q: 3 clusters Score -1294691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1294696.375000 Penalty: 4466.437500
	Iteration 52Q: 3 clusters Score -1294696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1294695.875000 Penalty: 4466.437500
	Iteration 53Q: 3 clusters Score -1294696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1294699.250000 Penalty: 4466.437500
	Iteration 54Q: 3 clusters Score -1294699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1294700.375000 Penalty: 4466.437500
	Iteration 55Q: 3 clusters Score -1294700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1294702.500000 Penalty: 4466.437500
	Iteration 56Q: 3 clusters Score -1294702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1294703.250000 Penalty: 4466.437500
	Iteration 57Q: 3 clusters Score -1294703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1294702.500000 Penalty: 4466.437500
	Iteration 58Q: 3 clusters Score -1294702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1294705.375000 Penalty: 4466.437500
	Iteration 59Q: 3 clusters Score -1294705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1294704.500000 Penalty: 4466.437500
	Iteration 60F: 3 clusters Score -1294704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1294706.000000 Penalty: 4466.437500
	Iteration 61Q: 3 clusters Score -1294706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1294710.250000 Penalty: 4466.437500
	Iteration 62Q: 3 clusters Score -1294710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1294711.125000 Penalty: 4466.437500
	Iteration 63Q: 3 clusters Score -1294711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1294716.375000 Penalty: 4466.437500
	Iteration 64Q: 3 clusters Score -1294716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1294716.125000 Penalty: 4466.437500
	Iteration 65Q: 3 clusters Score -1294716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1294717.000000 Penalty: 4466.437500
	Iteration 66Q: 3 clusters Score -1294717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1294718.750000 Penalty: 4466.437500
	Iteration 67Q: 3 clusters Score -1294719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1294718.625000 Penalty: 4466.437500
	Iteration 68Q: 3 clusters Score -1294719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1294721.000000 Penalty: 4466.437500
	Iteration 69Q: 3 clusters Score -1294721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1294723.000000 Penalty: 4466.437500
	Iteration 70Q: 3 clusters Score -1294723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1294724.000000 Penalty: 4466.437500
	Iteration 71Q: 3 clusters Score -1294724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1294726.000000 Penalty: 4466.437500
	Iteration 72Q: 3 clusters Score -1294726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1294726.000000 Penalty: 4466.437500
	Iteration 73F: 3 clusters Score -1294726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Entering Unmasked Estep 
Score: -4583264.500000 Penalty: 2553.994141
	Iteration 0F: 2 clusters Score -4583264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4562848.500000 Penalty: 5107.988281
	Iteration 0F: 3 clusters Score -4562848 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -4569990.000000 Penalty: 5107.988281
	Iteration 1F: 3 clusters Score -4569990 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -4570483.000000 Penalty: 5107.988281
	Iteration 2Q: 3 clusters Score -4570483 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4570919.500000 Penalty: 5107.988281
	Iteration 3Q: 3 clusters Score -4570920 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4571430.500000 Penalty: 5107.988281
	Iteration 4Q: 3 clusters Score -4571430 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -4572114.000000 Penalty: 5107.988281
	Iteration 5Q: 3 clusters Score -4572114 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4573169.500000 Penalty: 5107.988281
	Iteration 6F: 3 clusters Score -4573170 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4574670.500000 Penalty: 5107.988281
	Iteration 7F: 3 clusters Score -4574670 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4576550.000000 Penalty: 5107.988281
	Iteration 8F: 3 clusters Score -4576550 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4578361.500000 Penalty: 5107.988281
	Iteration 9F: 3 clusters Score -4578362 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4579710.000000 Penalty: 5107.988281
	Iteration 10Q: 3 clusters Score -4579710 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4580395.500000 Penalty: 5107.988281
	Iteration 11Q: 3 clusters Score -4580396 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4580704.500000 Penalty: 5107.988281
	Iteration 12Q: 3 clusters Score -4580704 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4580837.000000 Penalty: 5107.988281
	Iteration 13Q: 3 clusters Score -4580837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4580894.000000 Penalty: 5107.988281
	Iteration 14Q: 3 clusters Score -4580894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4580920.500000 Penalty: 5107.988281
	Iteration 15Q: 3 clusters Score -4580920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4580942.500000 Penalty: 5107.988281
	Iteration 16Q: 3 clusters Score -4580942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4580960.500000 Penalty: 5107.988281
	Iteration 17Q: 3 clusters Score -4580960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4580974.500000 Penalty: 5107.988281
	Iteration 18Q: 3 clusters Score -4580974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4580983.000000 Penalty: 5107.988281
	Iteration 19Q: 3 clusters Score -4580983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4580995.500000 Penalty: 5107.988281
	Iteration 20F: 3 clusters Score -4580996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4581002.500000 Penalty: 5107.988281
	Iteration 21Q: 3 clusters Score -4581002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4581010.000000 Penalty: 5107.988281
	Iteration 22Q: 3 clusters Score -4581010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4581014.500000 Penalty: 5107.988281
	Iteration 23Q: 3 clusters Score -4581014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4581024.500000 Penalty: 5107.988281
	Iteration 24Q: 3 clusters Score -4581024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4581028.500000 Penalty: 5107.988281
	Iteration 25Q: 3 clusters Score -4581028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4581029.500000 Penalty: 5107.988281
	Iteration 26Q: 3 clusters Score -4581030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4581029.500000 Penalty: 5107.988281
	Iteration 27F: 3 clusters Score -4581030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -1103600.000000 Penalty: 2192.571533
	Iteration 0F: 2 clusters Score -1103600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1097896.750000 Penalty: 4385.143066
	Iteration 0F: 3 clusters Score -1097897 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1099366.375000 Penalty: 4385.143066
	Iteration 1F: 3 clusters Score -1099366 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1099606.125000 Penalty: 4385.143066
	Iteration 2F: 3 clusters Score -1099606 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1099760.375000 Penalty: 4385.143066
	Iteration 3Q: 3 clusters Score -1099760 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1099865.875000 Penalty: 4385.143066
	Iteration 4Q: 3 clusters Score -1099866 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1099936.000000 Penalty: 4385.143066
	Iteration 5Q: 3 clusters Score -1099936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1100004.125000 Penalty: 4385.143066
	Iteration 6Q: 3 clusters Score -1100004 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1100055.000000 Penalty: 4385.143066
	Iteration 7Q: 3 clusters Score -1100055 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1100114.000000 Penalty: 4385.143066
	Iteration 8Q: 3 clusters Score -1100114 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1100172.000000 Penalty: 4385.143066
	Iteration 9Q: 3 clusters Score -1100172 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1100238.750000 Penalty: 4385.143066
	Iteration 10Q: 3 clusters Score -1100239 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1100324.375000 Penalty: 4385.143066
	Iteration 11Q: 3 clusters Score -1100324 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1100426.375000 Penalty: 4385.143066
	Iteration 12Q: 3 clusters Score -1100426 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1100533.375000 Penalty: 4385.143066
	Iteration 13Q: 3 clusters Score -1100533 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1100657.375000 Penalty: 4385.143066
	Iteration 14Q: 3 clusters Score -1100657 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1100788.125000 Penalty: 4385.143066
	Iteration 15Q: 3 clusters Score -1100788 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1100932.000000 Penalty: 4385.143066
	Iteration 16Q: 3 clusters Score -1100932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1101054.875000 Penalty: 4385.143066
	Iteration 17Q: 3 clusters Score -1101055 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1101179.500000 Penalty: 4385.143066
	Iteration 18Q: 3 clusters Score -1101180 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1101272.875000 Penalty: 4385.143066
	Iteration 19Q: 3 clusters Score -1101273 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1101353.000000 Penalty: 4385.143066
	Iteration 20F: 3 clusters Score -1101353 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1101431.250000 Penalty: 4385.143066
	Iteration 21Q: 3 clusters Score -1101431 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1101494.500000 Penalty: 4385.143066
	Iteration 22Q: 3 clusters Score -1101494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1101540.875000 Penalty: 4385.143066
	Iteration 23Q: 3 clusters Score -1101541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1101570.500000 Penalty: 4385.143066
	Iteration 24Q: 3 clusters Score -1101570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1101583.000000 Penalty: 4385.143066
	Iteration 25Q: 3 clusters Score -1101583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1101588.000000 Penalty: 4385.143066
	Iteration 26Q: 3 clusters Score -1101588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1101596.750000 Penalty: 4385.143066
	Iteration 27Q: 3 clusters Score -1101597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1101605.000000 Penalty: 4385.143066
	Iteration 28Q: 3 clusters Score -1101605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1101611.000000 Penalty: 4385.143066
	Iteration 29Q: 3 clusters Score -1101611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1101613.750000 Penalty: 4385.143066
	Iteration 30Q: 3 clusters Score -1101614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1101622.875000 Penalty: 4385.143066
	Iteration 31Q: 3 clusters Score -1101623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1101624.875000 Penalty: 4385.143066
	Iteration 32Q: 3 clusters Score -1101625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1101626.750000 Penalty: 4385.143066
	Iteration 33Q: 3 clusters Score -1101627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1101628.750000 Penalty: 4385.143066
	Iteration 34Q: 3 clusters Score -1101629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1101628.750000 Penalty: 4385.143066
	Iteration 35F: 3 clusters Score -1101629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -464270.875000 Penalty: 1982.250244
	Iteration 0F: 2 clusters Score -464270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -461061.812500 Penalty: 3964.500488
	Iteration 0F: 3 clusters Score -461061.8 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -461730.656250 Penalty: 3964.500488
	Iteration 1F: 3 clusters Score -461730.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -461877.125000 Penalty: 3964.500488
	Iteration 2F: 3 clusters Score -461877.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -461958.531250 Penalty: 3964.500488
	Iteration 3Q: 3 clusters Score -461958.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -462005.500000 Penalty: 3964.500488
	Iteration 4Q: 3 clusters Score -462005.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -462032.875000 Penalty: 3964.500488
	Iteration 5Q: 3 clusters Score -462032.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -462060.281250 Penalty: 3964.500488
	Iteration 6Q: 3 clusters Score -462060.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -462083.343750 Penalty: 3964.500488
	Iteration 7Q: 3 clusters Score -462083.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -462109.718750 Penalty: 3964.500488
	Iteration 8Q: 3 clusters Score -462109.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -462140.093750 Penalty: 3964.500488
	Iteration 9Q: 3 clusters Score -462140.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -462164.468750 Penalty: 3964.500488
	Iteration 10Q: 3 clusters Score -462164.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -462185.343750 Penalty: 3964.500488
	Iteration 11Q: 3 clusters Score -462185.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -462203.968750 Penalty: 3964.500488
	Iteration 12Q: 3 clusters Score -462204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -462226.125000 Penalty: 3964.500488
	Iteration 13Q: 3 clusters Score -462226.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -462250.625000 Penalty: 3964.500488
	Iteration 14Q: 3 clusters Score -462250.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -462280.187500 Penalty: 3964.500488
	Iteration 15Q: 3 clusters Score -462280.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -462310.625000 Penalty: 3964.500488
	Iteration 16Q: 3 clusters Score -462310.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -462353.437500 Penalty: 3964.500488
	Iteration 17Q: 3 clusters Score -462353.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -462399.343750 Penalty: 3964.500488
	Iteration 18Q: 3 clusters Score -462399.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -462460.343750 Penalty: 3964.500488
	Iteration 19Q: 3 clusters Score -462460.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -462555.656250 Penalty: 3964.500488
	Iteration 20F: 3 clusters Score -462555.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -462647.750000 Penalty: 3964.500488
	Iteration 21Q: 3 clusters Score -462647.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -462749.281250 Penalty: 3964.500488
	Iteration 22Q: 3 clusters Score -462749.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -462837.562500 Penalty: 3964.500488
	Iteration 23Q: 3 clusters Score -462837.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -462931.531250 Penalty: 3964.500488
	Iteration 24Q: 3 clusters Score -462931.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -463022.062500 Penalty: 3964.500488
	Iteration 25Q: 3 clusters Score -463022.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -463075.625000 Penalty: 3964.500488
	Iteration 26Q: 3 clusters Score -463075.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -463101.000000 Penalty: 3964.500488
	Iteration 27Q: 3 clusters Score -463101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -463116.031250 Penalty: 3964.500488
	Iteration 28Q: 3 clusters Score -463116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -463126.937500 Penalty: 3964.500488
	Iteration 29Q: 3 clusters Score -463126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -463132.062500 Penalty: 3964.500488
	Iteration 30Q: 3 clusters Score -463132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -463136.218750 Penalty: 3964.500488
	Iteration 31Q: 3 clusters Score -463136.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -463138.906250 Penalty: 3964.500488
	Iteration 32Q: 3 clusters Score -463138.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -463140.343750 Penalty: 3964.500488
	Iteration 33Q: 3 clusters Score -463140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -463140.750000 Penalty: 3964.500488
	Iteration 34Q: 3 clusters Score -463140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -463140.750000 Penalty: 3964.500488
	Iteration 35F: 3 clusters Score -463140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -197619.062500 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -197619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -195411.968750 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -195412 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -195754.171875 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -195754.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195878.250000 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -195878.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195999.812500 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -195999.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -196113.046875 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -196113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -196237.687500 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -196237.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -196332.031250 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -196332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -196382.875000 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -196382.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -196434.609375 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -196434.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -196480.531250 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -196480.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -196499.156250 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -196499.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -196509.812500 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -196509.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -196524.234375 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -196524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -196532.093750 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -196532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -196533.750000 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -196533.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -196536.468750 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -196536.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -196541.312500 Penalty: 3577.298096
	Iteration 16Q: 3 clusters Score -196541.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -196546.250000 Penalty: 3577.298096
	Iteration 17Q: 3 clusters Score -196546.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -196550.671875 Penalty: 3577.298096
	Iteration 18Q: 3 clusters Score -196550.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -196556.734375 Penalty: 3577.298096
	Iteration 19Q: 3 clusters Score -196556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -196560.031250 Penalty: 3577.298096
	Iteration 20F: 3 clusters Score -196560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -196569.046875 Penalty: 3577.298096
	Iteration 21Q: 3 clusters Score -196569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -196576.625000 Penalty: 3577.298096
	Iteration 22Q: 3 clusters Score -196576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -196580.343750 Penalty: 3577.298096
	Iteration 23Q: 3 clusters Score -196580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -196586.062500 Penalty: 3577.298096
	Iteration 24Q: 3 clusters Score -196586.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -196592.953125 Penalty: 3577.298096
	Iteration 25Q: 3 clusters Score -196593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -196597.703125 Penalty: 3577.298096
	Iteration 26Q: 3 clusters Score -196597.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -196607.296875 Penalty: 3577.298096
	Iteration 27Q: 3 clusters Score -196607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -196612.203125 Penalty: 3577.298096
	Iteration 28Q: 3 clusters Score -196612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -196615.765625 Penalty: 3577.298096
	Iteration 29Q: 3 clusters Score -196615.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -196616.171875 Penalty: 3577.298096
	Iteration 30Q: 3 clusters Score -196616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -196616.171875 Penalty: 3577.298096
	Iteration 31F: 3 clusters Score -196616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Entering Unmasked Estep 
Score: -1292725.875000 Penalty: 2232.119873
	Iteration 0F: 2 clusters Score -1292726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1286195.375000 Penalty: 4464.239746
	Iteration 0F: 3 clusters Score -1286195 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1287999.625000 Penalty: 4464.239746
	Iteration 1F: 3 clusters Score -1288000 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1288262.125000 Penalty: 4464.239746
	Iteration 2F: 3 clusters Score -1288262 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1288436.000000 Penalty: 4464.239746
	Iteration 3Q: 3 clusters Score -1288436 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1288559.375000 Penalty: 4464.239746
	Iteration 4Q: 3 clusters Score -1288559 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1288632.500000 Penalty: 4464.239746
	Iteration 5Q: 3 clusters Score -1288632 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1288692.125000 Penalty: 4464.239746
	Iteration 6Q: 3 clusters Score -1288692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1288735.000000 Penalty: 4464.239746
	Iteration 7Q: 3 clusters Score -1288735 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1288772.875000 Penalty: 4464.239746
	Iteration 8Q: 3 clusters Score -1288773 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1288802.000000 Penalty: 4464.239746
	Iteration 9Q: 3 clusters Score -1288802 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1288838.750000 Penalty: 4464.239746
	Iteration 10Q: 3 clusters Score -1288839 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1288875.625000 Penalty: 4464.239746
	Iteration 11Q: 3 clusters Score -1288876 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1288908.250000 Penalty: 4464.239746
	Iteration 12Q: 3 clusters Score -1288908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1288940.875000 Penalty: 4464.239746
	Iteration 13Q: 3 clusters Score -1288941 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1288974.625000 Penalty: 4464.239746
	Iteration 14Q: 3 clusters Score -1288975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1289001.000000 Penalty: 4464.239746
	Iteration 15Q: 3 clusters Score -1289001 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1289032.625000 Penalty: 4464.239746
	Iteration 16Q: 3 clusters Score -1289033 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1289070.250000 Penalty: 4464.239746
	Iteration 17Q: 3 clusters Score -1289070 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1289101.375000 Penalty: 4464.239746
	Iteration 18Q: 3 clusters Score -1289101 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1289147.750000 Penalty: 4464.239746
	Iteration 19Q: 3 clusters Score -1289148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1289197.500000 Penalty: 4464.239746
	Iteration 20F: 3 clusters Score -1289198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1289263.250000 Penalty: 4464.239746
	Iteration 21Q: 3 clusters Score -1289263 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1289336.625000 Penalty: 4464.239746
	Iteration 22Q: 3 clusters Score -1289337 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1289401.625000 Penalty: 4464.239746
	Iteration 23Q: 3 clusters Score -1289402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1289469.750000 Penalty: 4464.239746
	Iteration 24Q: 3 clusters Score -1289470 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1289568.000000 Penalty: 4464.239746
	Iteration 25Q: 3 clusters Score -1289568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1289689.125000 Penalty: 4464.239746
	Iteration 26Q: 3 clusters Score -1289689 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1289829.500000 Penalty: 4464.239746
	Iteration 27Q: 3 clusters Score -1289830 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1289969.625000 Penalty: 4464.239746
	Iteration 28Q: 3 clusters Score -1289970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1290101.875000 Penalty: 4464.239746
	Iteration 29Q: 3 clusters Score -1290102 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1290228.000000 Penalty: 4464.239746
	Iteration 30Q: 3 clusters Score -1290228 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1290323.875000 Penalty: 4464.239746
	Iteration 31Q: 3 clusters Score -1290324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1290396.000000 Penalty: 4464.239746
	Iteration 32Q: 3 clusters Score -1290396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1290455.625000 Penalty: 4464.239746
	Iteration 33Q: 3 clusters Score -1290456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1290511.625000 Penalty: 4464.239746
	Iteration 34Q: 3 clusters Score -1290512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1290551.875000 Penalty: 4464.239746
	Iteration 35Q: 3 clusters Score -1290552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1290586.750000 Penalty: 4464.239746
	Iteration 36Q: 3 clusters Score -1290587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1290608.125000 Penalty: 4464.239746
	Iteration 37Q: 3 clusters Score -1290608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1290626.125000 Penalty: 4464.239746
	Iteration 38Q: 3 clusters Score -1290626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1290642.375000 Penalty: 4464.239746
	Iteration 39Q: 3 clusters Score -1290642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1290661.375000 Penalty: 4464.239746
	Iteration 40F: 3 clusters Score -1290661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1290677.625000 Penalty: 4464.239746
	Iteration 41Q: 3 clusters Score -1290678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1290691.625000 Penalty: 4464.239746
	Iteration 42Q: 3 clusters Score -1290692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1290698.875000 Penalty: 4464.239746
	Iteration 43Q: 3 clusters Score -1290699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1290710.250000 Penalty: 4464.239746
	Iteration 44Q: 3 clusters Score -1290710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1290721.375000 Penalty: 4464.239746
	Iteration 45Q: 3 clusters Score -1290721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1290730.500000 Penalty: 4464.239746
	Iteration 46Q: 3 clusters Score -1290730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1290737.250000 Penalty: 4464.239746
	Iteration 47Q: 3 clusters Score -1290737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1290737.250000 Penalty: 4464.239746
	Iteration 48Q: 3 clusters Score -1290737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1290742.875000 Penalty: 4464.239746
	Iteration 49Q: 3 clusters Score -1290743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1290746.250000 Penalty: 4464.239746
	Iteration 50Q: 3 clusters Score -1290746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1290746.875000 Penalty: 4464.239746
	Iteration 51Q: 3 clusters Score -1290747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1290746.750000 Penalty: 4464.239746
	Iteration 52Q: 3 clusters Score -1290747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1290747.875000 Penalty: 4464.239746
	Iteration 53Q: 3 clusters Score -1290748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1290747.875000 Penalty: 4464.239746
	Iteration 54F: 3 clusters Score -1290748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -119771.218750 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -119771.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117985.671875 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -117985.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118370.312500 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -118370.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118573.601562 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -118573.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -118718.257812 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -118718.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118802.156250 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -118802.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118882.187500 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -118882.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118958.515625 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -118958.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118991.460938 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -118991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118998.492188 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -118998.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -119020.273438 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -119020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119036.578125 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -119036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -119060.218750 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -119060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -119089.585938 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -119089.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119131.046875 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -119131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -119180.953125 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -119181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -119258.835938 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -119258.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -119300.867188 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -119300.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -119339.687500 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -119339.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -119360.171875 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -119360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -119379.632812 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -119379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119452.921875 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -119452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119467.703125 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -119467.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -119469.648438 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -119469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -119469.648438 Penalty: 3358.311768
	Iteration 23F: 3 clusters Score -119469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -1033768.812500 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -1033769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1028266.125000 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -1028266 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1029737.250000 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -1029737 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1030029.250000 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -1030029 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1030208.562500 Penalty: 4364.183105
	Iteration 3F: 3 clusters Score -1030209 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1030358.437500 Penalty: 4364.183105
	Iteration 4Q: 3 clusters Score -1030358 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1030484.187500 Penalty: 4364.183105
	Iteration 5Q: 3 clusters Score -1030484 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1030617.937500 Penalty: 4364.183105
	Iteration 6Q: 3 clusters Score -1030618 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1030746.437500 Penalty: 4364.183105
	Iteration 7Q: 3 clusters Score -1030746 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1030835.375000 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -1030835 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1030895.750000 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -1030896 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1030951.375000 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -1030951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1030991.812500 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -1030992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1031027.250000 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -1031027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1031053.437500 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -1031053 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1031075.312500 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -1031075 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1031095.562500 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -1031096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1031114.500000 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -1031114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1031132.937500 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -1031133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1031144.875000 Penalty: 4364.183105
	Iteration 18Q: 3 clusters Score -1031145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1031157.125000 Penalty: 4364.183105
	Iteration 19Q: 3 clusters Score -1031157 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1031172.500000 Penalty: 4364.183105
	Iteration 20F: 3 clusters Score -1031172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1031179.875000 Penalty: 4364.183105
	Iteration 21Q: 3 clusters Score -1031180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1031188.812500 Penalty: 4364.183105
	Iteration 22Q: 3 clusters Score -1031189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1031191.937500 Penalty: 4364.183105
	Iteration 23Q: 3 clusters Score -1031192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1031196.625000 Penalty: 4364.183105
	Iteration 24Q: 3 clusters Score -1031197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1031202.125000 Penalty: 4364.183105
	Iteration 25Q: 3 clusters Score -1031202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1031206.687500 Penalty: 4364.183105
	Iteration 26Q: 3 clusters Score -1031207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1031210.812500 Penalty: 4364.183105
	Iteration 27Q: 3 clusters Score -1031211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1031214.937500 Penalty: 4364.183105
	Iteration 28Q: 3 clusters Score -1031215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1031221.812500 Penalty: 4364.183105
	Iteration 29Q: 3 clusters Score -1031222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1031224.625000 Penalty: 4364.183105
	Iteration 30Q: 3 clusters Score -1031225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1031232.875000 Penalty: 4364.183105
	Iteration 31Q: 3 clusters Score -1031233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1031237.937500 Penalty: 4364.183105
	Iteration 32Q: 3 clusters Score -1031238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1031244.875000 Penalty: 4364.183105
	Iteration 33Q: 3 clusters Score -1031245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1031248.375000 Penalty: 4364.183105
	Iteration 34Q: 3 clusters Score -1031248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1031254.312500 Penalty: 4364.183105
	Iteration 35Q: 3 clusters Score -1031254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1031260.187500 Penalty: 4364.183105
	Iteration 36Q: 3 clusters Score -1031260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1031262.875000 Penalty: 4364.183105
	Iteration 37Q: 3 clusters Score -1031263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1031266.500000 Penalty: 4364.183105
	Iteration 38Q: 3 clusters Score -1031266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1031268.875000 Penalty: 4364.183105
	Iteration 39Q: 3 clusters Score -1031269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1031273.875000 Penalty: 4364.183105
	Iteration 40F: 3 clusters Score -1031274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1031277.000000 Penalty: 4364.183105
	Iteration 41Q: 3 clusters Score -1031277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1031280.812500 Penalty: 4364.183105
	Iteration 42Q: 3 clusters Score -1031281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1031285.062500 Penalty: 4364.183105
	Iteration 43Q: 3 clusters Score -1031285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1031284.062500 Penalty: 4364.183105
	Iteration 44Q: 3 clusters Score -1031284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1031291.062500 Penalty: 4364.183105
	Iteration 45Q: 3 clusters Score -1031291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1031300.437500 Penalty: 4364.183105
	Iteration 46Q: 3 clusters Score -1031300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1031303.812500 Penalty: 4364.183105
	Iteration 47Q: 3 clusters Score -1031304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1031310.875000 Penalty: 4364.183105
	Iteration 48Q: 3 clusters Score -1031311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1031317.812500 Penalty: 4364.183105
	Iteration 49Q: 3 clusters Score -1031318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1031322.000000 Penalty: 4364.183105
	Iteration 50Q: 3 clusters Score -1031322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1031329.250000 Penalty: 4364.183105
	Iteration 51Q: 3 clusters Score -1031329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1031331.812500 Penalty: 4364.183105
	Iteration 52Q: 3 clusters Score -1031332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1031336.125000 Penalty: 4364.183105
	Iteration 53Q: 3 clusters Score -1031336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1031340.562500 Penalty: 4364.183105
	Iteration 54Q: 3 clusters Score -1031341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1031344.750000 Penalty: 4364.183105
	Iteration 55Q: 3 clusters Score -1031345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1031345.750000 Penalty: 4364.183105
	Iteration 56Q: 3 clusters Score -1031346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1031346.312500 Penalty: 4364.183105
	Iteration 57Q: 3 clusters Score -1031346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1031344.500000 Penalty: 4364.183105
	Iteration 58Q: 3 clusters Score -1031344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1031348.187500 Penalty: 4364.183105
	Iteration 59Q: 3 clusters Score -1031348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1031348.687500 Penalty: 4364.183105
	Iteration 60F: 3 clusters Score -1031349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1031350.000000 Penalty: 4364.183105
	Iteration 61Q: 3 clusters Score -1031350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1031353.187500 Penalty: 4364.183105
	Iteration 62Q: 3 clusters Score -1031353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1031353.875000 Penalty: 4364.183105
	Iteration 63Q: 3 clusters Score -1031354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1031356.437500 Penalty: 4364.183105
	Iteration 64Q: 3 clusters Score -1031356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1031359.500000 Penalty: 4364.183105
	Iteration 65Q: 3 clusters Score -1031360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1031359.187500 Penalty: 4364.183105
	Iteration 66Q: 3 clusters Score -1031359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1031361.062500 Penalty: 4364.183105
	Iteration 67Q: 3 clusters Score -1031361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1031362.250000 Penalty: 4364.183105
	Iteration 68Q: 3 clusters Score -1031362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1031361.750000 Penalty: 4364.183105
	Iteration 69Q: 3 clusters Score -1031362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1031363.562500 Penalty: 4364.183105
	Iteration 70Q: 3 clusters Score -1031364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1031365.625000 Penalty: 4364.183105
	Iteration 71Q: 3 clusters Score -1031366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1031365.625000 Penalty: 4364.183105
	Iteration 72F: 3 clusters Score -1031366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -185667.265625 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -185667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -183569.125000 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -183569.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -183940.109375 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -183940.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -184053.453125 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -184053.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184110.687500 Penalty: 3556.379395
	Iteration 3Q: 3 clusters Score -184110.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184180.875000 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -184180.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184225.843750 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -184225.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184255.625000 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -184255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -184274.781250 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -184274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184296.859375 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -184296.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -184307.375000 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -184307.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184312.671875 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -184312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184316.921875 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -184316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184324.578125 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -184324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -184328.328125 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -184328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -184330.718750 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -184330.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -184331.453125 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -184331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -184331.453125 Penalty: 3556.379395
	Iteration 16F: 3 clusters Score -184331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -904984.000000 Penalty: 2160.846191
	Iteration 0F: 2 clusters Score -904984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -899880.187500 Penalty: 4321.692383
	Iteration 0F: 3 clusters Score -899880.2 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -901239.500000 Penalty: 4321.692383
	Iteration 1F: 3 clusters Score -901239.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -901456.562500 Penalty: 4321.692383
	Iteration 2F: 3 clusters Score -901456.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -901581.312500 Penalty: 4321.692383
	Iteration 3Q: 3 clusters Score -901581.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -901674.937500 Penalty: 4321.692383
	Iteration 4Q: 3 clusters Score -901674.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -901765.750000 Penalty: 4321.692383
	Iteration 5Q: 3 clusters Score -901765.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -901839.812500 Penalty: 4321.692383
	Iteration 6Q: 3 clusters Score -901839.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -901910.562500 Penalty: 4321.692383
	Iteration 7Q: 3 clusters Score -901910.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -901971.687500 Penalty: 4321.692383
	Iteration 8Q: 3 clusters Score -901971.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -902042.625000 Penalty: 4321.692383
	Iteration 9Q: 3 clusters Score -902042.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -902103.625000 Penalty: 4321.692383
	Iteration 10Q: 3 clusters Score -902103.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -902164.125000 Penalty: 4321.692383
	Iteration 11Q: 3 clusters Score -902164.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -902213.500000 Penalty: 4321.692383
	Iteration 12Q: 3 clusters Score -902213.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -902249.875000 Penalty: 4321.692383
	Iteration 13Q: 3 clusters Score -902249.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -902281.500000 Penalty: 4321.692383
	Iteration 14Q: 3 clusters Score -902281.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -902308.875000 Penalty: 4321.692383
	Iteration 15Q: 3 clusters Score -902308.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -902328.812500 Penalty: 4321.692383
	Iteration 16Q: 3 clusters Score -902328.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -902344.875000 Penalty: 4321.692383
	Iteration 17Q: 3 clusters Score -902344.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -902357.125000 Penalty: 4321.692383
	Iteration 18Q: 3 clusters Score -902357.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -902370.000000 Penalty: 4321.692383
	Iteration 19Q: 3 clusters Score -902370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -902378.875000 Penalty: 4321.692383
	Iteration 20F: 3 clusters Score -902378.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -902389.062500 Penalty: 4321.692383
	Iteration 21Q: 3 clusters Score -902389.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -902399.125000 Penalty: 4321.692383
	Iteration 22Q: 3 clusters Score -902399.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -902407.812500 Penalty: 4321.692383
	Iteration 23Q: 3 clusters Score -902407.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -902416.062500 Penalty: 4321.692383
	Iteration 24Q: 3 clusters Score -902416.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -902422.875000 Penalty: 4321.692383
	Iteration 25Q: 3 clusters Score -902422.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -902431.375000 Penalty: 4321.692383
	Iteration 26Q: 3 clusters Score -902431.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -902439.937500 Penalty: 4321.692383
	Iteration 27Q: 3 clusters Score -902439.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -902446.687500 Penalty: 4321.692383
	Iteration 28Q: 3 clusters Score -902446.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -902454.750000 Penalty: 4321.692383
	Iteration 29Q: 3 clusters Score -902454.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -902457.937500 Penalty: 4321.692383
	Iteration 30Q: 3 clusters Score -902457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -902463.062500 Penalty: 4321.692383
	Iteration 31Q: 3 clusters Score -902463.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -902469.250000 Penalty: 4321.692383
	Iteration 32Q: 3 clusters Score -902469.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -902479.250000 Penalty: 4321.692383
	Iteration 33Q: 3 clusters Score -902479.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -902486.937500 Penalty: 4321.692383
	Iteration 34Q: 3 clusters Score -902486.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -902496.687500 Penalty: 4321.692383
	Iteration 35Q: 3 clusters Score -902496.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -902508.750000 Penalty: 4321.692383
	Iteration 36Q: 3 clusters Score -902508.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -902521.062500 Penalty: 4321.692383
	Iteration 37Q: 3 clusters Score -902521.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -902532.875000 Penalty: 4321.692383
	Iteration 38Q: 3 clusters Score -902532.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -902544.250000 Penalty: 4321.692383
	Iteration 39Q: 3 clusters Score -902544.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -902561.312500 Penalty: 4321.692383
	Iteration 40F: 3 clusters Score -902561.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -902571.250000 Penalty: 4321.692383
	Iteration 41Q: 3 clusters Score -902571.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -902580.000000 Penalty: 4321.692383
	Iteration 42Q: 3 clusters Score -902580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -902591.250000 Penalty: 4321.692383
	Iteration 43Q: 3 clusters Score -902591.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -902603.687500 Penalty: 4321.692383
	Iteration 44Q: 3 clusters Score -902603.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -902611.687500 Penalty: 4321.692383
	Iteration 45Q: 3 clusters Score -902611.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -902618.187500 Penalty: 4321.692383
	Iteration 46Q: 3 clusters Score -902618.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -902623.812500 Penalty: 4321.692383
	Iteration 47Q: 3 clusters Score -902623.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -902629.562500 Penalty: 4321.692383
	Iteration 48Q: 3 clusters Score -902629.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -902635.500000 Penalty: 4321.692383
	Iteration 49Q: 3 clusters Score -902635.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -902643.312500 Penalty: 4321.692383
	Iteration 50Q: 3 clusters Score -902643.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -902651.437500 Penalty: 4321.692383
	Iteration 51Q: 3 clusters Score -902651.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -902654.500000 Penalty: 4321.692383
	Iteration 52Q: 3 clusters Score -902654.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -902664.125000 Penalty: 4321.692383
	Iteration 53Q: 3 clusters Score -902664.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -902681.250000 Penalty: 4321.692383
	Iteration 54Q: 3 clusters Score -902681.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -902697.187500 Penalty: 4321.692383
	Iteration 55Q: 3 clusters Score -902697.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -902708.437500 Penalty: 4321.692383
	Iteration 56Q: 3 clusters Score -902708.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -902717.812500 Penalty: 4321.692383
	Iteration 57Q: 3 clusters Score -902717.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -902729.937500 Penalty: 4321.692383
	Iteration 58Q: 3 clusters Score -902729.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -902741.625000 Penalty: 4321.692383
	Iteration 59Q: 3 clusters Score -902741.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -902756.125000 Penalty: 4321.692383
	Iteration 60F: 3 clusters Score -902756.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -902771.250000 Penalty: 4321.692383
	Iteration 61Q: 3 clusters Score -902771.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -902788.375000 Penalty: 4321.692383
	Iteration 62Q: 3 clusters Score -902788.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -902806.750000 Penalty: 4321.692383
	Iteration 63Q: 3 clusters Score -902806.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -902823.875000 Penalty: 4321.692383
	Iteration 64Q: 3 clusters Score -902823.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -902845.750000 Penalty: 4321.692383
	Iteration 65Q: 3 clusters Score -902845.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -902867.500000 Penalty: 4321.692383
	Iteration 66Q: 3 clusters Score -902867.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -902887.687500 Penalty: 4321.692383
	Iteration 67Q: 3 clusters Score -902887.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -902917.750000 Penalty: 4321.692383
	Iteration 68Q: 3 clusters Score -902917.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -902952.812500 Penalty: 4321.692383
	Iteration 69Q: 3 clusters Score -902952.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -902996.812500 Penalty: 4321.692383
	Iteration 70Q: 3 clusters Score -902996.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -903046.187500 Penalty: 4321.692383
	Iteration 71Q: 3 clusters Score -903046.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -903088.687500 Penalty: 4321.692383
	Iteration 72Q: 3 clusters Score -903088.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -903123.750000 Penalty: 4321.692383
	Iteration 73Q: 3 clusters Score -903123.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -903171.687500 Penalty: 4321.692383
	Iteration 74Q: 3 clusters Score -903171.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -903217.312500 Penalty: 4321.692383
	Iteration 75Q: 3 clusters Score -903217.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -903274.437500 Penalty: 4321.692383
	Iteration 76Q: 3 clusters Score -903274.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -903328.562500 Penalty: 4321.692383
	Iteration 77Q: 3 clusters Score -903328.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -903371.750000 Penalty: 4321.692383
	Iteration 78Q: 3 clusters Score -903371.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -903412.500000 Penalty: 4321.692383
	Iteration 79Q: 3 clusters Score -903412.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -903447.375000 Penalty: 4321.692383
	Iteration 80F: 3 clusters Score -903447.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -903487.937500 Penalty: 4321.692383
	Iteration 81Q: 3 clusters Score -903487.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -903527.562500 Penalty: 4321.692383
	Iteration 82Q: 3 clusters Score -903527.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -903561.437500 Penalty: 4321.692383
	Iteration 83Q: 3 clusters Score -903561.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -903586.062500 Penalty: 4321.692383
	Iteration 84Q: 3 clusters Score -903586.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -903603.312500 Penalty: 4321.692383
	Iteration 85Q: 3 clusters Score -903603.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -903622.625000 Penalty: 4321.692383
	Iteration 86Q: 3 clusters Score -903622.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -903646.312500 Penalty: 4321.692383
	Iteration 87Q: 3 clusters Score -903646.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -903665.375000 Penalty: 4321.692383
	Iteration 88Q: 3 clusters Score -903665.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -903683.937500 Penalty: 4321.692383
	Iteration 89Q: 3 clusters Score -903683.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -903697.562500 Penalty: 4321.692383
	Iteration 90Q: 3 clusters Score -903697.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -903713.062500 Penalty: 4321.692383
	Iteration 91Q: 3 clusters Score -903713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -903720.562500 Penalty: 4321.692383
	Iteration 92Q: 3 clusters Score -903720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -903730.562500 Penalty: 4321.692383
	Iteration 93Q: 3 clusters Score -903730.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -903736.312500 Penalty: 4321.692383
	Iteration 94Q: 3 clusters Score -903736.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -903743.437500 Penalty: 4321.692383
	Iteration 95Q: 3 clusters Score -903743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -903747.625000 Penalty: 4321.692383
	Iteration 96Q: 3 clusters Score -903747.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -903751.250000 Penalty: 4321.692383
	Iteration 97Q: 3 clusters Score -903751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -903755.187500 Penalty: 4321.692383
	Iteration 98Q: 3 clusters Score -903755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -903755.875000 Penalty: 4321.692383
	Iteration 99Q: 3 clusters Score -903755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -903755.250000 Penalty: 4321.692383
	Iteration 100F: 3 clusters Score -903755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -903757.062500 Penalty: 4321.692383
	Iteration 101Q: 3 clusters Score -903757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -903756.250000 Penalty: 4321.692383
	Iteration 102Q: 3 clusters Score -903756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -903759.312500 Penalty: 4321.692383
	Iteration 103Q: 3 clusters Score -903759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -903762.437500 Penalty: 4321.692383
	Iteration 104Q: 3 clusters Score -903762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -903762.750000 Penalty: 4321.692383
	Iteration 105Q: 3 clusters Score -903762.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -903762.750000 Penalty: 4321.692383
	Iteration 106F: 3 clusters Score -903762.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -61703.910156 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -61703.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60260.085938 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -60260.09 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60417.273438 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -60417.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60459.453125 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -60459.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60513.285156 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -60513.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60547.746094 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -60547.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60566.269531 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -60566.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60579.277344 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -60579.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -60583.933594 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -60583.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60587.152344 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -60587.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60595.062500 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -60595.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60596.992188 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -60596.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60596.992188 Penalty: 3051.755371
	Iteration 11F: 3 clusters Score -60596.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Entering Unmasked Estep 
Score: -2250811.000000 Penalty: 2377.012451
	Iteration 0F: 2 clusters Score -2250811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2240287.250000 Penalty: 4754.024902
	Iteration 0F: 3 clusters Score -2240287 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2243661.500000 Penalty: 4754.024902
	Iteration 1F: 3 clusters Score -2243662 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2244183.500000 Penalty: 4754.024902
	Iteration 2F: 3 clusters Score -2244184 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2244644.000000 Penalty: 4754.024902
	Iteration 3F: 3 clusters Score -2244644 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2245197.750000 Penalty: 4754.024902
	Iteration 4F: 3 clusters Score -2245198 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2245853.000000 Penalty: 4754.024902
	Iteration 5F: 3 clusters Score -2245853 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2246629.000000 Penalty: 4754.024902
	Iteration 6F: 3 clusters Score -2246629 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2247425.250000 Penalty: 4754.024902
	Iteration 7F: 3 clusters Score -2247425 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2248267.000000 Penalty: 4754.024902
	Iteration 8F: 3 clusters Score -2248267 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2249069.750000 Penalty: 4754.024902
	Iteration 9F: 3 clusters Score -2249070 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2249689.250000 Penalty: 4754.024902
	Iteration 10Q: 3 clusters Score -2249689 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2250109.000000 Penalty: 4754.024902
	Iteration 11Q: 3 clusters Score -2250109 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2250337.000000 Penalty: 4754.024902
	Iteration 12Q: 3 clusters Score -2250337 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2250480.000000 Penalty: 4754.024902
	Iteration 13Q: 3 clusters Score -2250480 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2250581.250000 Penalty: 4754.024902
	Iteration 14Q: 3 clusters Score -2250581 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2250654.000000 Penalty: 4754.024902
	Iteration 15Q: 3 clusters Score -2250654 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2250736.000000 Penalty: 4754.024902
	Iteration 16Q: 3 clusters Score -2250736 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2250794.250000 Penalty: 4754.024902
	Iteration 17Q: 3 clusters Score -2250794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2250839.500000 Penalty: 4754.024902
	Iteration 18Q: 3 clusters Score -2250840 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2250870.250000 Penalty: 4754.024902
	Iteration 19Q: 3 clusters Score -2250870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2250888.500000 Penalty: 4754.024902
	Iteration 20F: 3 clusters Score -2250888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2250911.000000 Penalty: 4754.024902
	Iteration 21Q: 3 clusters Score -2250911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2250919.500000 Penalty: 4754.024902
	Iteration 22Q: 3 clusters Score -2250920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2250923.500000 Penalty: 4754.024902
	Iteration 23Q: 3 clusters Score -2250924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2250929.000000 Penalty: 4754.024902
	Iteration 24Q: 3 clusters Score -2250929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2250931.250000 Penalty: 4754.024902
	Iteration 25Q: 3 clusters Score -2250931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2250937.500000 Penalty: 4754.024902
	Iteration 26Q: 3 clusters Score -2250938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2250929.250000 Penalty: 4754.024902
	Iteration 27Q: 3 clusters Score -2250929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2250930.250000 Penalty: 4754.024902
	Iteration 28Q: 3 clusters Score -2250930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2250932.000000 Penalty: 4754.024902
	Iteration 29Q: 3 clusters Score -2250932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2250931.500000 Penalty: 4754.024902
	Iteration 30Q: 3 clusters Score -2250932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2250935.250000 Penalty: 4754.024902
	Iteration 31Q: 3 clusters Score -2250935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2250934.250000 Penalty: 4754.024902
	Iteration 32Q: 3 clusters Score -2250934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2250930.750000 Penalty: 4754.024902
	Iteration 33Q: 3 clusters Score -2250931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2250929.500000 Penalty: 4754.024902
	Iteration 34Q: 3 clusters Score -2250930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2250931.000000 Penalty: 4754.024902
	Iteration 35Q: 3 clusters Score -2250931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2250931.000000 Penalty: 4754.024902
	Iteration 36F: 3 clusters Score -2250931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 136118 members 
Mstep: Class 25 contains 1254 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 26360 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 101949 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25341 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7738 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 862 members 
Mstep: Class 37 contains 5237 members 
Entering Unmasked Estep 
Score: -86694120.000000 Penalty: 121528.132812
Splitting cluster 20 changes total score from -86692568.000000 to -86694120.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (8347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Entering Unmasked Estep 
Score: -1253363.875000 Penalty: 2239.354980
	Iteration 0F: 2 clusters Score -1253364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1246744.250000 Penalty: 4478.709961
	Iteration 0F: 3 clusters Score -1246744 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1248644.875000 Penalty: 4478.709961
	Iteration 1F: 3 clusters Score -1248645 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1248905.500000 Penalty: 4478.709961
	Iteration 2F: 3 clusters Score -1248906 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1249073.250000 Penalty: 4478.709961
	Iteration 3Q: 3 clusters Score -1249073 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1249185.250000 Penalty: 4478.709961
	Iteration 4Q: 3 clusters Score -1249185 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1249283.000000 Penalty: 4478.709961
	Iteration 5Q: 3 clusters Score -1249283 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1249367.750000 Penalty: 4478.709961
	Iteration 6Q: 3 clusters Score -1249368 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1249448.375000 Penalty: 4478.709961
	Iteration 7Q: 3 clusters Score -1249448 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1249525.000000 Penalty: 4478.709961
	Iteration 8Q: 3 clusters Score -1249525 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1249589.250000 Penalty: 4478.709961
	Iteration 9Q: 3 clusters Score -1249589 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1249661.625000 Penalty: 4478.709961
	Iteration 10Q: 3 clusters Score -1249662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1249722.750000 Penalty: 4478.709961
	Iteration 11Q: 3 clusters Score -1249723 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1249798.250000 Penalty: 4478.709961
	Iteration 12Q: 3 clusters Score -1249798 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1249875.125000 Penalty: 4478.709961
	Iteration 13Q: 3 clusters Score -1249875 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1249966.875000 Penalty: 4478.709961
	Iteration 14Q: 3 clusters Score -1249967 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1250077.875000 Penalty: 4478.709961
	Iteration 15Q: 3 clusters Score -1250078 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1250221.500000 Penalty: 4478.709961
	Iteration 16Q: 3 clusters Score -1250222 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1250424.750000 Penalty: 4478.709961
	Iteration 17Q: 3 clusters Score -1250425 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1250680.250000 Penalty: 4478.709961
	Iteration 18Q: 3 clusters Score -1250680 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1250896.000000 Penalty: 4478.709961
	Iteration 19Q: 3 clusters Score -1250896 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1251066.125000 Penalty: 4478.709961
	Iteration 20F: 3 clusters Score -1251066 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1251192.250000 Penalty: 4478.709961
	Iteration 21Q: 3 clusters Score -1251192 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1251281.375000 Penalty: 4478.709961
	Iteration 22Q: 3 clusters Score -1251281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1251345.125000 Penalty: 4478.709961
	Iteration 23Q: 3 clusters Score -1251345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1251391.375000 Penalty: 4478.709961
	Iteration 24Q: 3 clusters Score -1251391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1251429.625000 Penalty: 4478.709961
	Iteration 25Q: 3 clusters Score -1251430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1251464.625000 Penalty: 4478.709961
	Iteration 26Q: 3 clusters Score -1251465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1251482.500000 Penalty: 4478.709961
	Iteration 27Q: 3 clusters Score -1251482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1251498.625000 Penalty: 4478.709961
	Iteration 28Q: 3 clusters Score -1251499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1251508.875000 Penalty: 4478.709961
	Iteration 29Q: 3 clusters Score -1251509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1251519.500000 Penalty: 4478.709961
	Iteration 30Q: 3 clusters Score -1251520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1251526.625000 Penalty: 4478.709961
	Iteration 31Q: 3 clusters Score -1251527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1251530.750000 Penalty: 4478.709961
	Iteration 32Q: 3 clusters Score -1251531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1251534.375000 Penalty: 4478.709961
	Iteration 33Q: 3 clusters Score -1251534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1251536.500000 Penalty: 4478.709961
	Iteration 34Q: 3 clusters Score -1251536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1251536.250000 Penalty: 4478.709961
	Iteration 35Q: 3 clusters Score -1251536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1251536.250000 Penalty: 4478.709961
	Iteration 36F: 3 clusters Score -1251536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -95431.914062 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -95431.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93767.523438 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -93767.52 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94038.445312 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -94038.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94145.031250 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -94145.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -94202.195312 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -94202.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94240.257812 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -94240.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -94270.156250 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -94270.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94298.406250 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -94298.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -94318.289062 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -94318.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -94334.453125 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -94334.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -94348.867188 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -94348.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -94351.351562 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -94351.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -94351.351562 Penalty: 3251.457031
	Iteration 11F: 3 clusters Score -94351.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Entering Unmasked Estep 
Score: -606888.375000 Penalty: 2050.963135
	Iteration 0F: 2 clusters Score -606888.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -603035.187500 Penalty: 4101.926270
	Iteration 0F: 3 clusters Score -603035.2 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -603812.812500 Penalty: 4101.926270
	Iteration 1F: 3 clusters Score -603812.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -603982.875000 Penalty: 4101.926270
	Iteration 2F: 3 clusters Score -603982.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -604096.750000 Penalty: 4101.926270
	Iteration 3F: 3 clusters Score -604096.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -604193.812500 Penalty: 4101.926270
	Iteration 4Q: 3 clusters Score -604193.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -604266.187500 Penalty: 4101.926270
	Iteration 5Q: 3 clusters Score -604266.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -604325.062500 Penalty: 4101.926270
	Iteration 6Q: 3 clusters Score -604325.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -604375.500000 Penalty: 4101.926270
	Iteration 7Q: 3 clusters Score -604375.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -604430.812500 Penalty: 4101.926270
	Iteration 8Q: 3 clusters Score -604430.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -604480.187500 Penalty: 4101.926270
	Iteration 9Q: 3 clusters Score -604480.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -604526.937500 Penalty: 4101.926270
	Iteration 10Q: 3 clusters Score -604526.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -604564.875000 Penalty: 4101.926270
	Iteration 11Q: 3 clusters Score -604564.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -604591.062500 Penalty: 4101.926270
	Iteration 12Q: 3 clusters Score -604591.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -604610.812500 Penalty: 4101.926270
	Iteration 13Q: 3 clusters Score -604610.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -604627.187500 Penalty: 4101.926270
	Iteration 14Q: 3 clusters Score -604627.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -604639.375000 Penalty: 4101.926270
	Iteration 15Q: 3 clusters Score -604639.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -604648.937500 Penalty: 4101.926270
	Iteration 16Q: 3 clusters Score -604648.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -604656.625000 Penalty: 4101.926270
	Iteration 17Q: 3 clusters Score -604656.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -604661.625000 Penalty: 4101.926270
	Iteration 18Q: 3 clusters Score -604661.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -604667.437500 Penalty: 4101.926270
	Iteration 19Q: 3 clusters Score -604667.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -604672.125000 Penalty: 4101.926270
	Iteration 20F: 3 clusters Score -604672.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -604676.437500 Penalty: 4101.926270
	Iteration 21Q: 3 clusters Score -604676.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -604683.250000 Penalty: 4101.926270
	Iteration 22Q: 3 clusters Score -604683.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -604688.250000 Penalty: 4101.926270
	Iteration 23Q: 3 clusters Score -604688.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -604694.375000 Penalty: 4101.926270
	Iteration 24Q: 3 clusters Score -604694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -604698.687500 Penalty: 4101.926270
	Iteration 25Q: 3 clusters Score -604698.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -604706.187500 Penalty: 4101.926270
	Iteration 26Q: 3 clusters Score -604706.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -604717.500000 Penalty: 4101.926270
	Iteration 27Q: 3 clusters Score -604717.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -604723.750000 Penalty: 4101.926270
	Iteration 28Q: 3 clusters Score -604723.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -604729.625000 Penalty: 4101.926270
	Iteration 29Q: 3 clusters Score -604729.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -604735.125000 Penalty: 4101.926270
	Iteration 30Q: 3 clusters Score -604735.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -604738.062500 Penalty: 4101.926270
	Iteration 31Q: 3 clusters Score -604738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -604741.000000 Penalty: 4101.926270
	Iteration 32Q: 3 clusters Score -604741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -604745.000000 Penalty: 4101.926270
	Iteration 33Q: 3 clusters Score -604745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -604747.875000 Penalty: 4101.926270
	Iteration 34Q: 3 clusters Score -604747.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -604754.437500 Penalty: 4101.926270
	Iteration 35Q: 3 clusters Score -604754.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -604757.250000 Penalty: 4101.926270
	Iteration 36Q: 3 clusters Score -604757.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -604760.687500 Penalty: 4101.926270
	Iteration 37Q: 3 clusters Score -604760.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -604765.625000 Penalty: 4101.926270
	Iteration 38Q: 3 clusters Score -604765.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -604772.375000 Penalty: 4101.926270
	Iteration 39Q: 3 clusters Score -604772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -604778.812500 Penalty: 4101.926270
	Iteration 40F: 3 clusters Score -604778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -604781.937500 Penalty: 4101.926270
	Iteration 41Q: 3 clusters Score -604781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -604787.062500 Penalty: 4101.926270
	Iteration 42Q: 3 clusters Score -604787.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -604797.687500 Penalty: 4101.926270
	Iteration 43Q: 3 clusters Score -604797.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -604809.812500 Penalty: 4101.926270
	Iteration 44Q: 3 clusters Score -604809.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -604823.500000 Penalty: 4101.926270
	Iteration 45Q: 3 clusters Score -604823.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -604833.000000 Penalty: 4101.926270
	Iteration 46Q: 3 clusters Score -604833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -604839.187500 Penalty: 4101.926270
	Iteration 47Q: 3 clusters Score -604839.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -604844.187500 Penalty: 4101.926270
	Iteration 48Q: 3 clusters Score -604844.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -604847.750000 Penalty: 4101.926270
	Iteration 49Q: 3 clusters Score -604847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -604852.937500 Penalty: 4101.926270
	Iteration 50Q: 3 clusters Score -604852.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -604857.625000 Penalty: 4101.926270
	Iteration 51Q: 3 clusters Score -604857.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -604861.312500 Penalty: 4101.926270
	Iteration 52Q: 3 clusters Score -604861.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -604865.937500 Penalty: 4101.926270
	Iteration 53Q: 3 clusters Score -604865.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -604868.937500 Penalty: 4101.926270
	Iteration 54Q: 3 clusters Score -604868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -604872.125000 Penalty: 4101.926270
	Iteration 55Q: 3 clusters Score -604872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -604873.000000 Penalty: 4101.926270
	Iteration 56Q: 3 clusters Score -604873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -604875.812500 Penalty: 4101.926270
	Iteration 57Q: 3 clusters Score -604875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -604877.562500 Penalty: 4101.926270
	Iteration 58Q: 3 clusters Score -604877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -604882.000000 Penalty: 4101.926270
	Iteration 59Q: 3 clusters Score -604882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -604884.375000 Penalty: 4101.926270
	Iteration 60F: 3 clusters Score -604884.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -604889.625000 Penalty: 4101.926270
	Iteration 61Q: 3 clusters Score -604889.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -604895.312500 Penalty: 4101.926270
	Iteration 62Q: 3 clusters Score -604895.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -604899.687500 Penalty: 4101.926270
	Iteration 63Q: 3 clusters Score -604899.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -604904.812500 Penalty: 4101.926270
	Iteration 64Q: 3 clusters Score -604904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -604909.187500 Penalty: 4101.926270
	Iteration 65Q: 3 clusters Score -604909.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -604918.562500 Penalty: 4101.926270
	Iteration 66Q: 3 clusters Score -604918.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -604927.250000 Penalty: 4101.926270
	Iteration 67Q: 3 clusters Score -604927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -604929.875000 Penalty: 4101.926270
	Iteration 68Q: 3 clusters Score -604929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -604933.625000 Penalty: 4101.926270
	Iteration 69Q: 3 clusters Score -604933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -604939.125000 Penalty: 4101.926270
	Iteration 70Q: 3 clusters Score -604939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -604942.750000 Penalty: 4101.926270
	Iteration 71Q: 3 clusters Score -604942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -604947.062500 Penalty: 4101.926270
	Iteration 72Q: 3 clusters Score -604947.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -604949.750000 Penalty: 4101.926270
	Iteration 73Q: 3 clusters Score -604949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -604949.937500 Penalty: 4101.926270
	Iteration 74Q: 3 clusters Score -604949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -604950.437500 Penalty: 4101.926270
	Iteration 75Q: 3 clusters Score -604950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -604952.125000 Penalty: 4101.926270
	Iteration 76Q: 3 clusters Score -604952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -604952.937500 Penalty: 4101.926270
	Iteration 77Q: 3 clusters Score -604952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -604953.625000 Penalty: 4101.926270
	Iteration 78Q: 3 clusters Score -604953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -604955.562500 Penalty: 4101.926270
	Iteration 79Q: 3 clusters Score -604955.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -604957.000000 Penalty: 4101.926270
	Iteration 80F: 3 clusters Score -604957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -604958.875000 Penalty: 4101.926270
	Iteration 81Q: 3 clusters Score -604958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -604961.250000 Penalty: 4101.926270
	Iteration 82Q: 3 clusters Score -604961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -604964.437500 Penalty: 4101.926270
	Iteration 83Q: 3 clusters Score -604964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -604968.875000 Penalty: 4101.926270
	Iteration 84Q: 3 clusters Score -604968.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -604971.000000 Penalty: 4101.926270
	Iteration 85Q: 3 clusters Score -604971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -604976.687500 Penalty: 4101.926270
	Iteration 86Q: 3 clusters Score -604976.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -604984.250000 Penalty: 4101.926270
	Iteration 87Q: 3 clusters Score -604984.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -604991.687500 Penalty: 4101.926270
	Iteration 88Q: 3 clusters Score -604991.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -604999.187500 Penalty: 4101.926270
	Iteration 89Q: 3 clusters Score -604999.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -605005.312500 Penalty: 4101.926270
	Iteration 90Q: 3 clusters Score -605005.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -605013.375000 Penalty: 4101.926270
	Iteration 91Q: 3 clusters Score -605013.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -605017.062500 Penalty: 4101.926270
	Iteration 92Q: 3 clusters Score -605017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -605024.750000 Penalty: 4101.926270
	Iteration 93Q: 3 clusters Score -605024.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -605029.562500 Penalty: 4101.926270
	Iteration 94Q: 3 clusters Score -605029.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -605037.312500 Penalty: 4101.926270
	Iteration 95Q: 3 clusters Score -605037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -605044.500000 Penalty: 4101.926270
	Iteration 96Q: 3 clusters Score -605044.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -605054.187500 Penalty: 4101.926270
	Iteration 97Q: 3 clusters Score -605054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -605061.000000 Penalty: 4101.926270
	Iteration 98Q: 3 clusters Score -605061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -605072.312500 Penalty: 4101.926270
	Iteration 99Q: 3 clusters Score -605072.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -605084.875000 Penalty: 4101.926270
	Iteration 100F: 3 clusters Score -605084.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -605099.312500 Penalty: 4101.926270
	Iteration 101Q: 3 clusters Score -605099.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -605110.000000 Penalty: 4101.926270
	Iteration 102Q: 3 clusters Score -605110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -605123.375000 Penalty: 4101.926270
	Iteration 103Q: 3 clusters Score -605123.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -605131.687500 Penalty: 4101.926270
	Iteration 104Q: 3 clusters Score -605131.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -605140.437500 Penalty: 4101.926270
	Iteration 105Q: 3 clusters Score -605140.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -605148.625000 Penalty: 4101.926270
	Iteration 106Q: 3 clusters Score -605148.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -605155.687500 Penalty: 4101.926270
	Iteration 107Q: 3 clusters Score -605155.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -605164.500000 Penalty: 4101.926270
	Iteration 108Q: 3 clusters Score -605164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -605167.937500 Penalty: 4101.926270
	Iteration 109Q: 3 clusters Score -605167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -605172.500000 Penalty: 4101.926270
	Iteration 110Q: 3 clusters Score -605172.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -605176.187500 Penalty: 4101.926270
	Iteration 111Q: 3 clusters Score -605176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -605180.187500 Penalty: 4101.926270
	Iteration 112Q: 3 clusters Score -605180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -605182.687500 Penalty: 4101.926270
	Iteration 113Q: 3 clusters Score -605182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -605184.375000 Penalty: 4101.926270
	Iteration 114Q: 3 clusters Score -605184.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -605185.375000 Penalty: 4101.926270
	Iteration 115Q: 3 clusters Score -605185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -605186.187500 Penalty: 4101.926270
	Iteration 116Q: 3 clusters Score -605186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -605187.687500 Penalty: 4101.926270
	Iteration 117Q: 3 clusters Score -605187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -605190.937500 Penalty: 4101.926270
	Iteration 118Q: 3 clusters Score -605190.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -605192.687500 Penalty: 4101.926270
	Iteration 119Q: 3 clusters Score -605192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -605193.500000 Penalty: 4101.926270
	Iteration 120F: 3 clusters Score -605193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -605194.375000 Penalty: 4101.926270
	Iteration 121Q: 3 clusters Score -605194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -605195.125000 Penalty: 4101.926270
	Iteration 122Q: 3 clusters Score -605195.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -605195.125000 Penalty: 4101.926270
	Iteration 123F: 3 clusters Score -605195.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (136118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136118 members 
Entering Unmasked Estep 
Score: -21390118.000000 Penalty: 2931.676758
	Iteration 0F: 2 clusters Score -2.139012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 68387 members 
Entering Unmasked Estep 
Score: -21305230.000000 Penalty: 5863.353516
	Iteration 0F: 3 clusters Score -2.130523e+07 nChanged 65000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -21343728.000000 Penalty: 5863.353516
	Iteration 1F: 3 clusters Score -2.134373e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -21345876.000000 Penalty: 5863.353516
	Iteration 2Q: 3 clusters Score -2.134588e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -21349184.000000 Penalty: 5863.353516
	Iteration 3F: 3 clusters Score -2.134918e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
Score: -21354898.000000 Penalty: 5863.353516
	Iteration 4F: 3 clusters Score -2.13549e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -21363152.000000 Penalty: 5863.353516
	Iteration 5F: 3 clusters Score -2.136315e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -21373346.000000 Penalty: 5863.353516
	Iteration 6F: 3 clusters Score -2.137335e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 109962 members 
Entering Unmasked Estep 
Score: -21381966.000000 Penalty: 5863.353516
	Iteration 7F: 3 clusters Score -2.138197e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -21386048.000000 Penalty: 5863.353516
	Iteration 8Q: 3 clusters Score -2.138605e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 118756 members 
Entering Unmasked Estep 
Score: -21387424.000000 Penalty: 5863.353516
	Iteration 9Q: 3 clusters Score -2.138742e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -21387736.000000 Penalty: 5863.353516
	Iteration 10Q: 3 clusters Score -2.138774e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 124646 members 
Entering Unmasked Estep 
Score: -21387962.000000 Penalty: 5863.353516
	Iteration 11Q: 3 clusters Score -2.138796e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 127086 members 
Entering Unmasked Estep 
Score: -21387892.000000 Penalty: 5863.353516
	Iteration 12Q: 3 clusters Score -2.138789e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 129055 members 
Entering Unmasked Estep 
Score: -21387872.000000 Penalty: 5863.353516
	Iteration 13Q: 3 clusters Score -2.138787e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 130634 members 
Entering Unmasked Estep 
Score: -21387804.000000 Penalty: 5863.353516
	Iteration 14Q: 3 clusters Score -2.13878e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 131946 members 
Entering Unmasked Estep 
Score: -21387952.000000 Penalty: 5863.353516
	Iteration 15Q: 3 clusters Score -2.138795e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 132974 members 
Entering Unmasked Estep 
Score: -21388030.000000 Penalty: 5863.353516
	Iteration 16Q: 3 clusters Score -2.138803e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 133700 members 
Entering Unmasked Estep 
Score: -21387964.000000 Penalty: 5863.353516
	Iteration 17Q: 3 clusters Score -2.138796e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 134234 members 
Entering Unmasked Estep 
Score: -21387988.000000 Penalty: 5863.353516
	Iteration 18Q: 3 clusters Score -2.138799e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 134618 members 
Entering Unmasked Estep 
Score: -21387932.000000 Penalty: 5863.353516
	Iteration 19Q: 3 clusters Score -2.138793e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 134885 members 
Entering Unmasked Estep 
Score: -21387966.000000 Penalty: 5863.353516
	Iteration 20F: 3 clusters Score -2.138797e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 135107 members 
Entering Unmasked Estep 
Score: -21387946.000000 Penalty: 5863.353516
	Iteration 21Q: 3 clusters Score -2.138795e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 135266 members 
Entering Unmasked Estep 
Score: -21387936.000000 Penalty: 5863.353516
	Iteration 22Q: 3 clusters Score -2.138794e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 135388 members 
Entering Unmasked Estep 
Score: -21387916.000000 Penalty: 5863.353516
	Iteration 23Q: 3 clusters Score -2.138792e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 135467 members 
Entering Unmasked Estep 
Score: -21387914.000000 Penalty: 5863.353516
	Iteration 24Q: 3 clusters Score -2.138791e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 135521 members 
Entering Unmasked Estep 
Score: -21387900.000000 Penalty: 5863.353516
	Iteration 25Q: 3 clusters Score -2.13879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -21387900.000000 Penalty: 5863.353516
	Iteration 26Q: 3 clusters Score -2.13879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 135571 members 
Entering Unmasked Estep 
Score: -21387902.000000 Penalty: 5863.353516
	Iteration 27Q: 3 clusters Score -2.13879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 135594 members 
Entering Unmasked Estep 
Score: -21387906.000000 Penalty: 5863.353516
	Iteration 28Q: 3 clusters Score -2.138791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 135614 members 
Entering Unmasked Estep 
Score: -21387918.000000 Penalty: 5863.353516
	Iteration 29Q: 3 clusters Score -2.138792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -21387914.000000 Penalty: 5863.353516
	Iteration 30Q: 3 clusters Score -2.138791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
Score: -21387936.000000 Penalty: 5863.353516
	Iteration 31Q: 3 clusters Score -2.138794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 135628 members 
Entering Unmasked Estep 
Score: -21387926.000000 Penalty: 5863.353516
	Iteration 32Q: 3 clusters Score -2.138793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 135633 members 
Entering Unmasked Estep 
Score: -21387930.000000 Penalty: 5863.353516
	Iteration 33Q: 3 clusters Score -2.138793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 135636 members 
Entering Unmasked Estep 
Score: -21387926.000000 Penalty: 5863.353516
	Iteration 34Q: 3 clusters Score -2.138793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -21387922.000000 Penalty: 5863.353516
	Iteration 35Q: 3 clusters Score -2.138792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 135646 members 
Entering Unmasked Estep 
Score: -21387932.000000 Penalty: 5863.353516
	Iteration 36Q: 3 clusters Score -2.138793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 135650 members 
Entering Unmasked Estep 
Score: -21387924.000000 Penalty: 5863.353516
	Iteration 37Q: 3 clusters Score -2.138792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 135657 members 
Entering Unmasked Estep 
Score: -21387922.000000 Penalty: 5863.353516
	Iteration 38Q: 3 clusters Score -2.138792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 135662 members 
Entering Unmasked Estep 
Score: -21387916.000000 Penalty: 5863.353516
	Iteration 39Q: 3 clusters Score -2.138792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 135664 members 
Entering Unmasked Estep 
Score: -21387928.000000 Penalty: 5863.353516
	Iteration 40F: 3 clusters Score -2.138793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 135668 members 
Entering Unmasked Estep 
Score: -21387926.000000 Penalty: 5863.353516
	Iteration 41Q: 3 clusters Score -2.138793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 135669 members 
Entering Unmasked Estep 
Score: -21387922.000000 Penalty: 5863.353516
	Iteration 42Q: 3 clusters Score -2.138792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 135670 members 
Entering Unmasked Estep 
Score: -21387918.000000 Penalty: 5863.353516
	Iteration 43Q: 3 clusters Score -2.138792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 135671 members 
Entering Unmasked Estep 
Score: -21387918.000000 Penalty: 5863.353516
	Iteration 44Q: 3 clusters Score -2.138792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 135674 members 
Entering Unmasked Estep 
Score: -21387928.000000 Penalty: 5863.353516
	Iteration 45Q: 3 clusters Score -2.138793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 135679 members 
Entering Unmasked Estep 
Score: -21387952.000000 Penalty: 5863.353516
	Iteration 46Q: 3 clusters Score -2.138795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 135682 members 
Entering Unmasked Estep 
Score: -21387932.000000 Penalty: 5863.353516
	Iteration 47Q: 3 clusters Score -2.138793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 135683 members 
Entering Unmasked Estep 
Score: -21387934.000000 Penalty: 5863.353516
	Iteration 48Q: 3 clusters Score -2.138793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 135685 members 
Entering Unmasked Estep 
Score: -21387924.000000 Penalty: 5863.353516
	Iteration 49Q: 3 clusters Score -2.138792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 135686 members 
Entering Unmasked Estep 
Score: -21387934.000000 Penalty: 5863.353516
	Iteration 50Q: 3 clusters Score -2.138793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -21387922.000000 Penalty: 5863.353516
	Iteration 51Q: 3 clusters Score -2.138792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -21387922.000000 Penalty: 5863.353516
	Iteration 52F: 3 clusters Score -2.138792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -166759.359375 Penalty: 1769.255249
	Iteration 0F: 2 clusters Score -166759.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -164803.843750 Penalty: 3538.510498
	Iteration 0F: 3 clusters Score -164803.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -165711.890625 Penalty: 3538.510498
	Iteration 1F: 3 clusters Score -165711.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -166771.718750 Penalty: 3538.510498
	Iteration 2F: 3 clusters Score -166771.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -167430.609375 Penalty: 3538.510498
	Iteration 3F: 3 clusters Score -167430.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -167712.718750 Penalty: 3538.510498
	Iteration 4F: 3 clusters Score -167712.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -167966.937500 Penalty: 3538.510498
	Iteration 5Q: 3 clusters Score -167966.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -168326.281250 Penalty: 3538.510498
	Iteration 6Q: 3 clusters Score -168326.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -168487.546875 Penalty: 3538.510498
	Iteration 7Q: 3 clusters Score -168487.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -168614.187500 Penalty: 3538.510498
	Iteration 8Q: 3 clusters Score -168614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -168670.656250 Penalty: 3538.510498
	Iteration 9Q: 3 clusters Score -168670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -168700.437500 Penalty: 3538.510498
	Iteration 10Q: 3 clusters Score -168700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -168713.359375 Penalty: 3538.510498
	Iteration 11Q: 3 clusters Score -168713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -168713.359375 Penalty: 3538.510498
	Iteration 12F: 3 clusters Score -168713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 136118 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 26360 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 101949 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25341 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7738 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 862 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 237 members 
Entering Unmasked Estep 
Score: -86694592.000000 Penalty: 124812.671875
Splitting cluster 25 changes total score from -86692568.000000 to -86694592.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 26 (3919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Entering Unmasked Estep 
Score: -587127.375000 Penalty: 2051.850830
	Iteration 0F: 2 clusters Score -587127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -583299.562500 Penalty: 4103.701660
	Iteration 0F: 3 clusters Score -583299.6 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -584239.250000 Penalty: 4103.701660
	Iteration 1F: 3 clusters Score -584239.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -584538.062500 Penalty: 4103.701660
	Iteration 2F: 3 clusters Score -584538.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -584807.187500 Penalty: 4103.701660
	Iteration 3F: 3 clusters Score -584807.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -585065.250000 Penalty: 4103.701660
	Iteration 4F: 3 clusters Score -585065.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -585389.312500 Penalty: 4103.701660
	Iteration 5F: 3 clusters Score -585389.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -585824.187500 Penalty: 4103.701660
	Iteration 6F: 3 clusters Score -585824.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -586308.437500 Penalty: 4103.701660
	Iteration 7F: 3 clusters Score -586308.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -586674.625000 Penalty: 4103.701660
	Iteration 8F: 3 clusters Score -586674.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -586874.875000 Penalty: 4103.701660
	Iteration 9Q: 3 clusters Score -586874.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -586989.500000 Penalty: 4103.701660
	Iteration 10Q: 3 clusters Score -586989.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -587074.312500 Penalty: 4103.701660
	Iteration 11Q: 3 clusters Score -587074.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -587129.875000 Penalty: 4103.701660
	Iteration 12Q: 3 clusters Score -587129.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -587163.500000 Penalty: 4103.701660
	Iteration 13Q: 3 clusters Score -587163.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -587181.000000 Penalty: 4103.701660
	Iteration 14Q: 3 clusters Score -587181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -587191.937500 Penalty: 4103.701660
	Iteration 15Q: 3 clusters Score -587191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -587196.500000 Penalty: 4103.701660
	Iteration 16Q: 3 clusters Score -587196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -587198.250000 Penalty: 4103.701660
	Iteration 17Q: 3 clusters Score -587198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -587202.500000 Penalty: 4103.701660
	Iteration 18Q: 3 clusters Score -587202.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -587206.375000 Penalty: 4103.701660
	Iteration 19Q: 3 clusters Score -587206.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -587208.062500 Penalty: 4103.701660
	Iteration 20F: 3 clusters Score -587208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -587207.937500 Penalty: 4103.701660
	Iteration 21Q: 3 clusters Score -587207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -587207.937500 Penalty: 4103.701660
	Iteration 22F: 3 clusters Score -587207.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 136118 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 2801 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 26360 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 101949 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25341 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7738 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 862 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 1118 members 
Entering Unmasked Estep 
Score: -86693608.000000 Penalty: 128097.218750
Splitting cluster 26 changes total score from -86692568.000000 to -86693608.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 27 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -259877.765625 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -259877.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -257433.093750 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -257433.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257879.703125 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -257879.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -257980.281250 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -257980.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -258041.281250 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -258041.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -258080.984375 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -258081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -258116.671875 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -258116.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -258135.328125 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -258135.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -258152.843750 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -258152.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -258170.781250 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -258170.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -258183.640625 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -258183.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258193.171875 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -258193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -258196.328125 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -258196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -258198.875000 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -258198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258201.062500 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -258201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -258204.234375 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -258204.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -258205.687500 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -258205.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -258208.000000 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -258208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -258211.375000 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -258211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -258213.265625 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -258213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -258214.687500 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -258214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -258216.093750 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -258216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Entering Unmasked Estep 
Score: -4157511.000000 Penalty: 2524.541504
	Iteration 0F: 2 clusters Score -4157511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -4139331.750000 Penalty: 5049.083008
	Iteration 0F: 3 clusters Score -4139332 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4145932.000000 Penalty: 5049.083008
	Iteration 1F: 3 clusters Score -4145932 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4147138.750000 Penalty: 5049.083008
	Iteration 2F: 3 clusters Score -4147139 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4148466.750000 Penalty: 5049.083008
	Iteration 3F: 3 clusters Score -4148467 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -4149708.750000 Penalty: 5049.083008
	Iteration 4F: 3 clusters Score -4149709 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -4151053.750000 Penalty: 5049.083008
	Iteration 5F: 3 clusters Score -4151054 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -4152554.000000 Penalty: 5049.083008
	Iteration 6F: 3 clusters Score -4152554 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4154044.500000 Penalty: 5049.083008
	Iteration 7F: 3 clusters Score -4154044 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4155325.500000 Penalty: 5049.083008
	Iteration 8F: 3 clusters Score -4155326 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4156199.750000 Penalty: 5049.083008
	Iteration 9Q: 3 clusters Score -4156200 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4156700.500000 Penalty: 5049.083008
	Iteration 10Q: 3 clusters Score -4156700 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4156951.500000 Penalty: 5049.083008
	Iteration 11Q: 3 clusters Score -4156952 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4157109.000000 Penalty: 5049.083008
	Iteration 12Q: 3 clusters Score -4157109 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4157207.000000 Penalty: 5049.083008
	Iteration 13Q: 3 clusters Score -4157207 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4157269.000000 Penalty: 5049.083008
	Iteration 14Q: 3 clusters Score -4157269 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4157336.250000 Penalty: 5049.083008
	Iteration 15Q: 3 clusters Score -4157336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4157364.000000 Penalty: 5049.083008
	Iteration 16Q: 3 clusters Score -4157364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4157386.250000 Penalty: 5049.083008
	Iteration 17Q: 3 clusters Score -4157386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4157407.000000 Penalty: 5049.083008
	Iteration 18Q: 3 clusters Score -4157407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4157437.500000 Penalty: 5049.083008
	Iteration 19Q: 3 clusters Score -4157438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4157448.750000 Penalty: 5049.083008
	Iteration 20F: 3 clusters Score -4157449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4157454.500000 Penalty: 5049.083008
	Iteration 21Q: 3 clusters Score -4157454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4157458.750000 Penalty: 5049.083008
	Iteration 22Q: 3 clusters Score -4157459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4157469.250000 Penalty: 5049.083008
	Iteration 23Q: 3 clusters Score -4157469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4157484.750000 Penalty: 5049.083008
	Iteration 24Q: 3 clusters Score -4157485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4157483.250000 Penalty: 5049.083008
	Iteration 25Q: 3 clusters Score -4157483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4157484.500000 Penalty: 5049.083008
	Iteration 26Q: 3 clusters Score -4157484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4157492.000000 Penalty: 5049.083008
	Iteration 27Q: 3 clusters Score -4157492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4157492.500000 Penalty: 5049.083008
	Iteration 28Q: 3 clusters Score -4157492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4157492.250000 Penalty: 5049.083008
	Iteration 29Q: 3 clusters Score -4157492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4157497.500000 Penalty: 5049.083008
	Iteration 30Q: 3 clusters Score -4157498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4157503.500000 Penalty: 5049.083008
	Iteration 31Q: 3 clusters Score -4157504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4157512.000000 Penalty: 5049.083008
	Iteration 32Q: 3 clusters Score -4157512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4157522.250000 Penalty: 5049.083008
	Iteration 33Q: 3 clusters Score -4157522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4157534.750000 Penalty: 5049.083008
	Iteration 34Q: 3 clusters Score -4157535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4157546.750000 Penalty: 5049.083008
	Iteration 35Q: 3 clusters Score -4157547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4157560.750000 Penalty: 5049.083008
	Iteration 36Q: 3 clusters Score -4157561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4157597.750000 Penalty: 5049.083008
	Iteration 37Q: 3 clusters Score -4157598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4157638.500000 Penalty: 5049.083008
	Iteration 38Q: 3 clusters Score -4157638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4157662.750000 Penalty: 5049.083008
	Iteration 39Q: 3 clusters Score -4157663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4157708.500000 Penalty: 5049.083008
	Iteration 40F: 3 clusters Score -4157708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4157743.500000 Penalty: 5049.083008
	Iteration 41Q: 3 clusters Score -4157744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4157792.000000 Penalty: 5049.083008
	Iteration 42Q: 3 clusters Score -4157792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4157808.750000 Penalty: 5049.083008
	Iteration 43Q: 3 clusters Score -4157809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4157828.750000 Penalty: 5049.083008
	Iteration 44Q: 3 clusters Score -4157829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4157847.000000 Penalty: 5049.083008
	Iteration 45Q: 3 clusters Score -4157847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4157872.000000 Penalty: 5049.083008
	Iteration 46Q: 3 clusters Score -4157872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4157874.250000 Penalty: 5049.083008
	Iteration 47Q: 3 clusters Score -4157874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4157877.750000 Penalty: 5049.083008
	Iteration 48Q: 3 clusters Score -4157878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4157886.250000 Penalty: 5049.083008
	Iteration 49Q: 3 clusters Score -4157886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4157896.000000 Penalty: 5049.083008
	Iteration 50Q: 3 clusters Score -4157896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4157890.000000 Penalty: 5049.083008
	Iteration 51Q: 3 clusters Score -4157890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4157893.000000 Penalty: 5049.083008
	Iteration 52Q: 3 clusters Score -4157893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4157899.750000 Penalty: 5049.083008
	Iteration 53Q: 3 clusters Score -4157900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4157902.000000 Penalty: 5049.083008
	Iteration 54Q: 3 clusters Score -4157902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4157905.000000 Penalty: 5049.083008
	Iteration 55Q: 3 clusters Score -4157905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4157910.500000 Penalty: 5049.083008
	Iteration 56Q: 3 clusters Score -4157910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4157909.750000 Penalty: 5049.083008
	Iteration 57Q: 3 clusters Score -4157910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4157909.750000 Penalty: 5049.083008
	Iteration 58F: 3 clusters Score -4157910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 136118 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 2801 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 24408 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 101949 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25341 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7738 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 862 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 1118 members 
Mstep: Class 40 contains 1952 members 
Entering Unmasked Estep 
Score: -86693344.000000 Penalty: 131381.765625
Splitting cluster 28 changes total score from -86692568.000000 to -86693344.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -562592.437500 Penalty: 2047.509888
	Iteration 0F: 2 clusters Score -562592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -558811.312500 Penalty: 4095.019775
	Iteration 0F: 3 clusters Score -558811.3 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -559740.500000 Penalty: 4095.019775
	Iteration 1F: 3 clusters Score -559740.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -560170.562500 Penalty: 4095.019775
	Iteration 2F: 3 clusters Score -560170.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -560666.437500 Penalty: 4095.019775
	Iteration 3F: 3 clusters Score -560666.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -561200.000000 Penalty: 4095.019775
	Iteration 4F: 3 clusters Score -561200 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -561623.375000 Penalty: 4095.019775
	Iteration 5F: 3 clusters Score -561623.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -561859.125000 Penalty: 4095.019775
	Iteration 6F: 3 clusters Score -561859.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -561947.562500 Penalty: 4095.019775
	Iteration 7Q: 3 clusters Score -561947.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -561991.937500 Penalty: 4095.019775
	Iteration 8Q: 3 clusters Score -561991.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -562006.687500 Penalty: 4095.019775
	Iteration 9Q: 3 clusters Score -562006.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -562012.625000 Penalty: 4095.019775
	Iteration 10Q: 3 clusters Score -562012.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -562018.875000 Penalty: 4095.019775
	Iteration 11Q: 3 clusters Score -562018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -562020.750000 Penalty: 4095.019775
	Iteration 12Q: 3 clusters Score -562020.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -562024.375000 Penalty: 4095.019775
	Iteration 13Q: 3 clusters Score -562024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -562029.812500 Penalty: 4095.019775
	Iteration 14Q: 3 clusters Score -562029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -562034.937500 Penalty: 4095.019775
	Iteration 15Q: 3 clusters Score -562034.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -562039.187500 Penalty: 4095.019775
	Iteration 16Q: 3 clusters Score -562039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -562042.250000 Penalty: 4095.019775
	Iteration 17Q: 3 clusters Score -562042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -562045.062500 Penalty: 4095.019775
	Iteration 18Q: 3 clusters Score -562045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -562047.000000 Penalty: 4095.019775
	Iteration 19Q: 3 clusters Score -562047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -562048.250000 Penalty: 4095.019775
	Iteration 20F: 3 clusters Score -562048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -562049.187500 Penalty: 4095.019775
	Iteration 21Q: 3 clusters Score -562049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -562050.125000 Penalty: 4095.019775
	Iteration 22Q: 3 clusters Score -562050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -562050.625000 Penalty: 4095.019775
	Iteration 23Q: 3 clusters Score -562050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -562050.750000 Penalty: 4095.019775
	Iteration 24Q: 3 clusters Score -562050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -562050.750000 Penalty: 4095.019775
	Iteration 25F: 3 clusters Score -562050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101949 members 
Entering Unmasked Estep 
Score: -16082371.000000 Penalty: 2859.992432
	Iteration 0F: 2 clusters Score -1.608237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -16015701.000000 Penalty: 5719.984863
	Iteration 0F: 3 clusters Score -1.60157e+07 nChanged 48232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -16043438.000000 Penalty: 5719.984863
	Iteration 1F: 3 clusters Score -1.604344e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -16044130.000000 Penalty: 5719.984863
	Iteration 2Q: 3 clusters Score -1.604413e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -16044862.000000 Penalty: 5719.984863
	Iteration 3Q: 3 clusters Score -1.604486e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -16045528.000000 Penalty: 5719.984863
	Iteration 4Q: 3 clusters Score -1.604553e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -16046377.000000 Penalty: 5719.984863
	Iteration 5Q: 3 clusters Score -1.604638e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -16047274.000000 Penalty: 5719.984863
	Iteration 6Q: 3 clusters Score -1.604727e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -16048576.000000 Penalty: 5719.984863
	Iteration 7Q: 3 clusters Score -1.604858e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -16050343.000000 Penalty: 5719.984863
	Iteration 8Q: 3 clusters Score -1.605034e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -16052831.000000 Penalty: 5719.984863
	Iteration 9Q: 3 clusters Score -1.605283e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 57914 members 
Entering Unmasked Estep 
Score: -16056332.000000 Penalty: 5719.984863
	Iteration 10F: 3 clusters Score -1.605633e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -16060401.000000 Penalty: 5719.984863
	Iteration 11F: 3 clusters Score -1.60604e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -16064123.000000 Penalty: 5719.984863
	Iteration 12F: 3 clusters Score -1.606412e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -16066361.000000 Penalty: 5719.984863
	Iteration 13Q: 3 clusters Score -1.606636e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -16067220.000000 Penalty: 5719.984863
	Iteration 14Q: 3 clusters Score -1.606722e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -16067732.000000 Penalty: 5719.984863
	Iteration 15Q: 3 clusters Score -1.606773e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -16068049.000000 Penalty: 5719.984863
	Iteration 16Q: 3 clusters Score -1.606805e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -16068464.000000 Penalty: 5719.984863
	Iteration 17Q: 3 clusters Score -1.606846e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -16068820.000000 Penalty: 5719.984863
	Iteration 18Q: 3 clusters Score -1.606882e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -16069362.000000 Penalty: 5719.984863
	Iteration 19Q: 3 clusters Score -1.606936e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -16069813.000000 Penalty: 5719.984863
	Iteration 20F: 3 clusters Score -1.606981e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 69329 members 
Entering Unmasked Estep 
Score: -16070237.000000 Penalty: 5719.984863
	Iteration 21Q: 3 clusters Score -1.607024e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 70400 members 
Entering Unmasked Estep 
Score: -16070827.000000 Penalty: 5719.984863
	Iteration 22Q: 3 clusters Score -1.607083e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 71460 members 
Entering Unmasked Estep 
Score: -16071456.000000 Penalty: 5719.984863
	Iteration 23Q: 3 clusters Score -1.607146e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -16072099.000000 Penalty: 5719.984863
	Iteration 24Q: 3 clusters Score -1.60721e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -16072671.000000 Penalty: 5719.984863
	Iteration 25Q: 3 clusters Score -1.607267e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -16073206.000000 Penalty: 5719.984863
	Iteration 26Q: 3 clusters Score -1.607321e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -16073676.000000 Penalty: 5719.984863
	Iteration 27Q: 3 clusters Score -1.607368e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -16074033.000000 Penalty: 5719.984863
	Iteration 28Q: 3 clusters Score -1.607403e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -16074298.000000 Penalty: 5719.984863
	Iteration 29Q: 3 clusters Score -1.60743e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -16074509.000000 Penalty: 5719.984863
	Iteration 30Q: 3 clusters Score -1.607451e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 78180 members 
Entering Unmasked Estep 
Score: -16074695.000000 Penalty: 5719.984863
	Iteration 31Q: 3 clusters Score -1.60747e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -16074806.000000 Penalty: 5719.984863
	Iteration 32Q: 3 clusters Score -1.607481e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -16075012.000000 Penalty: 5719.984863
	Iteration 33Q: 3 clusters Score -1.607501e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -16075130.000000 Penalty: 5719.984863
	Iteration 34Q: 3 clusters Score -1.607513e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -16075232.000000 Penalty: 5719.984863
	Iteration 35Q: 3 clusters Score -1.607523e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -16075329.000000 Penalty: 5719.984863
	Iteration 36Q: 3 clusters Score -1.607533e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 81607 members 
Entering Unmasked Estep 
Score: -16075467.000000 Penalty: 5719.984863
	Iteration 37Q: 3 clusters Score -1.607547e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -16075547.000000 Penalty: 5719.984863
	Iteration 38Q: 3 clusters Score -1.607555e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 82591 members 
Entering Unmasked Estep 
Score: -16075649.000000 Penalty: 5719.984863
	Iteration 39Q: 3 clusters Score -1.607565e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 83037 members 
Entering Unmasked Estep 
Score: -16075856.000000 Penalty: 5719.984863
	Iteration 40F: 3 clusters Score -1.607586e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -16075987.000000 Penalty: 5719.984863
	Iteration 41Q: 3 clusters Score -1.607599e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 83924 members 
Entering Unmasked Estep 
Score: -16076072.000000 Penalty: 5719.984863
	Iteration 42Q: 3 clusters Score -1.607607e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -16076147.000000 Penalty: 5719.984863
	Iteration 43Q: 3 clusters Score -1.607615e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -16076271.000000 Penalty: 5719.984863
	Iteration 44Q: 3 clusters Score -1.607627e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -16076406.000000 Penalty: 5719.984863
	Iteration 45Q: 3 clusters Score -1.607641e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -16076599.000000 Penalty: 5719.984863
	Iteration 46Q: 3 clusters Score -1.60766e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -16076741.000000 Penalty: 5719.984863
	Iteration 47Q: 3 clusters Score -1.607674e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -16076886.000000 Penalty: 5719.984863
	Iteration 48Q: 3 clusters Score -1.607689e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -16077039.000000 Penalty: 5719.984863
	Iteration 49Q: 3 clusters Score -1.607704e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -16077160.000000 Penalty: 5719.984863
	Iteration 50Q: 3 clusters Score -1.607716e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -16077366.000000 Penalty: 5719.984863
	Iteration 51Q: 3 clusters Score -1.607737e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -16077642.000000 Penalty: 5719.984863
	Iteration 52Q: 3 clusters Score -1.607764e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 89916 members 
Entering Unmasked Estep 
Score: -16077910.000000 Penalty: 5719.984863
	Iteration 53Q: 3 clusters Score -1.607791e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -16078169.000000 Penalty: 5719.984863
	Iteration 54Q: 3 clusters Score -1.607817e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 91136 members 
Entering Unmasked Estep 
Score: -16078464.000000 Penalty: 5719.984863
	Iteration 55Q: 3 clusters Score -1.607846e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -16078790.000000 Penalty: 5719.984863
	Iteration 56Q: 3 clusters Score -1.607879e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -16079018.000000 Penalty: 5719.984863
	Iteration 57Q: 3 clusters Score -1.607902e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -16079316.000000 Penalty: 5719.984863
	Iteration 58Q: 3 clusters Score -1.607932e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -16079586.000000 Penalty: 5719.984863
	Iteration 59Q: 3 clusters Score -1.607959e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 93766 members 
Entering Unmasked Estep 
Score: -16079777.000000 Penalty: 5719.984863
	Iteration 60F: 3 clusters Score -1.607978e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 94126 members 
Entering Unmasked Estep 
Score: -16079916.000000 Penalty: 5719.984863
	Iteration 61Q: 3 clusters Score -1.607992e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -16080051.000000 Penalty: 5719.984863
	Iteration 62Q: 3 clusters Score -1.608005e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -16080116.000000 Penalty: 5719.984863
	Iteration 63Q: 3 clusters Score -1.608012e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -16080166.000000 Penalty: 5719.984863
	Iteration 64Q: 3 clusters Score -1.608017e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -16080183.000000 Penalty: 5719.984863
	Iteration 65Q: 3 clusters Score -1.608018e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 95239 members 
Entering Unmasked Estep 
Score: -16080217.000000 Penalty: 5719.984863
	Iteration 66Q: 3 clusters Score -1.608022e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 95365 members 
Entering Unmasked Estep 
Score: -16080238.000000 Penalty: 5719.984863
	Iteration 67Q: 3 clusters Score -1.608024e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -16080227.000000 Penalty: 5719.984863
	Iteration 68Q: 3 clusters Score -1.608023e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 95633 members 
Entering Unmasked Estep 
Score: -16080272.000000 Penalty: 5719.984863
	Iteration 69Q: 3 clusters Score -1.608027e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 95751 members 
Entering Unmasked Estep 
Score: -16080306.000000 Penalty: 5719.984863
	Iteration 70Q: 3 clusters Score -1.608031e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -16080334.000000 Penalty: 5719.984863
	Iteration 71Q: 3 clusters Score -1.608033e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -16080374.000000 Penalty: 5719.984863
	Iteration 72Q: 3 clusters Score -1.608037e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -16080368.000000 Penalty: 5719.984863
	Iteration 73Q: 3 clusters Score -1.608037e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -16080398.000000 Penalty: 5719.984863
	Iteration 74Q: 3 clusters Score -1.60804e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 96247 members 
Entering Unmasked Estep 
Score: -16080389.000000 Penalty: 5719.984863
	Iteration 75Q: 3 clusters Score -1.608039e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -16080388.000000 Penalty: 5719.984863
	Iteration 76Q: 3 clusters Score -1.608039e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -16080403.000000 Penalty: 5719.984863
	Iteration 77Q: 3 clusters Score -1.60804e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 96444 members 
Entering Unmasked Estep 
Score: -16080414.000000 Penalty: 5719.984863
	Iteration 78Q: 3 clusters Score -1.608041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -16080421.000000 Penalty: 5719.984863
	Iteration 79Q: 3 clusters Score -1.608042e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 96549 members 
Entering Unmasked Estep 
Score: -16080422.000000 Penalty: 5719.984863
	Iteration 80F: 3 clusters Score -1.608042e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -16080442.000000 Penalty: 5719.984863
	Iteration 81Q: 3 clusters Score -1.608044e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -16080428.000000 Penalty: 5719.984863
	Iteration 82Q: 3 clusters Score -1.608043e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 96693 members 
Entering Unmasked Estep 
Score: -16080446.000000 Penalty: 5719.984863
	Iteration 83Q: 3 clusters Score -1.608045e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -16080432.000000 Penalty: 5719.984863
	Iteration 84Q: 3 clusters Score -1.608043e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 96772 members 
Entering Unmasked Estep 
Score: -16080436.000000 Penalty: 5719.984863
	Iteration 85Q: 3 clusters Score -1.608044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 96802 members 
Entering Unmasked Estep 
Score: -16080413.000000 Penalty: 5719.984863
	Iteration 86Q: 3 clusters Score -1.608041e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -16080431.000000 Penalty: 5719.984863
	Iteration 87Q: 3 clusters Score -1.608043e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -16080439.000000 Penalty: 5719.984863
	Iteration 88Q: 3 clusters Score -1.608044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -16080423.000000 Penalty: 5719.984863
	Iteration 89Q: 3 clusters Score -1.608042e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 96918 members 
Entering Unmasked Estep 
Score: -16080458.000000 Penalty: 5719.984863
	Iteration 90Q: 3 clusters Score -1.608046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 96942 members 
Entering Unmasked Estep 
Score: -16080475.000000 Penalty: 5719.984863
	Iteration 91Q: 3 clusters Score -1.608048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -16080488.000000 Penalty: 5719.984863
	Iteration 92Q: 3 clusters Score -1.608049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 96992 members 
Entering Unmasked Estep 
Score: -16080504.000000 Penalty: 5719.984863
	Iteration 93Q: 3 clusters Score -1.60805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -16080479.000000 Penalty: 5719.984863
	Iteration 94Q: 3 clusters Score -1.608048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -16080504.000000 Penalty: 5719.984863
	Iteration 95Q: 3 clusters Score -1.60805e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 97076 members 
Entering Unmasked Estep 
Score: -16080476.000000 Penalty: 5719.984863
	Iteration 96Q: 3 clusters Score -1.608048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 97111 members 
Entering Unmasked Estep 
Score: -16080508.000000 Penalty: 5719.984863
	Iteration 97Q: 3 clusters Score -1.608051e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -16080504.000000 Penalty: 5719.984863
	Iteration 98Q: 3 clusters Score -1.60805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -16080509.000000 Penalty: 5719.984863
	Iteration 99Q: 3 clusters Score -1.608051e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -16080511.000000 Penalty: 5719.984863
	Iteration 100F: 3 clusters Score -1.608051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 97209 members 
Entering Unmasked Estep 
Score: -16080531.000000 Penalty: 5719.984863
	Iteration 101Q: 3 clusters Score -1.608053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 97234 members 
Entering Unmasked Estep 
Score: -16080544.000000 Penalty: 5719.984863
	Iteration 102Q: 3 clusters Score -1.608054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -16080568.000000 Penalty: 5719.984863
	Iteration 103Q: 3 clusters Score -1.608057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -16080576.000000 Penalty: 5719.984863
	Iteration 104Q: 3 clusters Score -1.608058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 97297 members 
Entering Unmasked Estep 
Score: -16080571.000000 Penalty: 5719.984863
	Iteration 105Q: 3 clusters Score -1.608057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -16080578.000000 Penalty: 5719.984863
	Iteration 106Q: 3 clusters Score -1.608058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 97338 members 
Entering Unmasked Estep 
Score: -16080567.000000 Penalty: 5719.984863
	Iteration 107Q: 3 clusters Score -1.608057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -16080546.000000 Penalty: 5719.984863
	Iteration 108Q: 3 clusters Score -1.608055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -16080548.000000 Penalty: 5719.984863
	Iteration 109Q: 3 clusters Score -1.608055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -16080550.000000 Penalty: 5719.984863
	Iteration 110Q: 3 clusters Score -1.608055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 97376 members 
Entering Unmasked Estep 
Score: -16080557.000000 Penalty: 5719.984863
	Iteration 111Q: 3 clusters Score -1.608056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 97386 members 
Entering Unmasked Estep 
Score: -16080557.000000 Penalty: 5719.984863
	Iteration 112Q: 3 clusters Score -1.608056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -16080566.000000 Penalty: 5719.984863
	Iteration 113Q: 3 clusters Score -1.608057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -16080566.000000 Penalty: 5719.984863
	Iteration 114Q: 3 clusters Score -1.608057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -16080558.000000 Penalty: 5719.984863
	Iteration 115Q: 3 clusters Score -1.608056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -16080581.000000 Penalty: 5719.984863
	Iteration 116Q: 3 clusters Score -1.608058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -16080579.000000 Penalty: 5719.984863
	Iteration 117Q: 3 clusters Score -1.608058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -16080573.000000 Penalty: 5719.984863
	Iteration 118Q: 3 clusters Score -1.608057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -16080576.000000 Penalty: 5719.984863
	Iteration 119Q: 3 clusters Score -1.608058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -16080585.000000 Penalty: 5719.984863
	Iteration 120F: 3 clusters Score -1.608058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -16080578.000000 Penalty: 5719.984863
	Iteration 121Q: 3 clusters Score -1.608058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -16080581.000000 Penalty: 5719.984863
	Iteration 122Q: 3 clusters Score -1.608058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 97513 members 
Entering Unmasked Estep 
Score: -16080571.000000 Penalty: 5719.984863
	Iteration 123Q: 3 clusters Score -1.608057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -16080588.000000 Penalty: 5719.984863
	Iteration 124Q: 3 clusters Score -1.608059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -16080580.000000 Penalty: 5719.984863
	Iteration 125Q: 3 clusters Score -1.608058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -16080588.000000 Penalty: 5719.984863
	Iteration 126Q: 3 clusters Score -1.608059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 97534 members 
Entering Unmasked Estep 
Score: -16080596.000000 Penalty: 5719.984863
	Iteration 127Q: 3 clusters Score -1.60806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 97535 members 
Entering Unmasked Estep 
Score: -16080590.000000 Penalty: 5719.984863
	Iteration 128Q: 3 clusters Score -1.608059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -16080593.000000 Penalty: 5719.984863
	Iteration 129Q: 3 clusters Score -1.608059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -16080588.000000 Penalty: 5719.984863
	Iteration 130Q: 3 clusters Score -1.608059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -16080582.000000 Penalty: 5719.984863
	Iteration 131Q: 3 clusters Score -1.608058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -16080581.000000 Penalty: 5719.984863
	Iteration 132Q: 3 clusters Score -1.608058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -16080584.000000 Penalty: 5719.984863
	Iteration 133Q: 3 clusters Score -1.608058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -16080584.000000 Penalty: 5719.984863
	Iteration 134Q: 3 clusters Score -1.608058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -16080576.000000 Penalty: 5719.984863
	Iteration 135Q: 3 clusters Score -1.608058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -16080568.000000 Penalty: 5719.984863
	Iteration 136Q: 3 clusters Score -1.608057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -16080567.000000 Penalty: 5719.984863
	Iteration 137Q: 3 clusters Score -1.608057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -16080567.000000 Penalty: 5719.984863
	Iteration 138F: 3 clusters Score -1.608057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -96571.445312 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -96571.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -94921.554688 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -94921.55 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95331.937500 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -95331.94 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95618.828125 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -95618.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -96001.031250 Penalty: 3265.371094
	Iteration 3F: 3 clusters Score -96001.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96264.585938 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -96264.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96403.312500 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -96403.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96562.554688 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -96562.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96658.125000 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -96658.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96700.156250 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -96700.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96735.281250 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -96735.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96802.898438 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -96802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96835.289062 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -96835.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96860.937500 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -96860.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96870.335938 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -96870.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96881.226562 Penalty: 3265.371094
	Iteration 14Q: 3 clusters Score -96881.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96894.562500 Penalty: 3265.371094
	Iteration 15Q: 3 clusters Score -96894.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96904.500000 Penalty: 3265.371094
	Iteration 16Q: 3 clusters Score -96904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96906.562500 Penalty: 3265.371094
	Iteration 17Q: 3 clusters Score -96906.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96909.726562 Penalty: 3265.371094
	Iteration 18F: 3 clusters Score -96909.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96938.140625 Penalty: 3265.371094
	Iteration 19Q: 3 clusters Score -96938.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97028.656250 Penalty: 3265.371094
	Iteration 20F: 3 clusters Score -97028.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -97081.796875 Penalty: 3265.371094
	Iteration 21Q: 3 clusters Score -97081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97082.687500 Penalty: 3265.371094
	Iteration 22Q: 3 clusters Score -97082.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97082.687500 Penalty: 3265.371094
	Iteration 23F: 3 clusters Score -97082.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 136118 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 2801 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 24408 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 101949 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 25341 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7738 members 
Mstep: Class 35 contains 862 members 
Mstep: Class 36 contains 862 members 
Mstep: Class 37 contains 5237 members 
Mstep: Class 38 contains 237 members 
Mstep: Class 39 contains 1118 members 
Mstep: Class 40 contains 1952 members 
Mstep: Class 41 contains 338 members 
Entering Unmasked Estep 
Score: -86692200.000000 Penalty: 134666.312500
Splitting cluster 31 changes total score from -86692568.000000 to -86692200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (25341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Entering Unmasked Estep 
Score: -3964625.250000 Penalty: 2514.764404
	Iteration 0F: 2 clusters Score -3964625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3947183.500000 Penalty: 5029.528809
	Iteration 0F: 3 clusters Score -3947184 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3953597.000000 Penalty: 5029.528809
	Iteration 1F: 3 clusters Score -3953597 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3954230.000000 Penalty: 5029.528809
	Iteration 2F: 3 clusters Score -3954230 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3954891.000000 Penalty: 5029.528809
	Iteration 3F: 3 clusters Score -3954891 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3955615.250000 Penalty: 5029.528809
	Iteration 4F: 3 clusters Score -3955615 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3956550.750000 Penalty: 5029.528809
	Iteration 5F: 3 clusters Score -3956551 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3957682.250000 Penalty: 5029.528809
	Iteration 6F: 3 clusters Score -3957682 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3958868.250000 Penalty: 5029.528809
	Iteration 7F: 3 clusters Score -3958868 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3959836.750000 Penalty: 5029.528809
	Iteration 8F: 3 clusters Score -3959837 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3960611.750000 Penalty: 5029.528809
	Iteration 9Q: 3 clusters Score -3960612 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3961125.250000 Penalty: 5029.528809
	Iteration 10Q: 3 clusters Score -3961125 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3961529.750000 Penalty: 5029.528809
	Iteration 11Q: 3 clusters Score -3961530 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3961786.500000 Penalty: 5029.528809
	Iteration 12Q: 3 clusters Score -3961786 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3961964.500000 Penalty: 5029.528809
	Iteration 13Q: 3 clusters Score -3961964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3962085.250000 Penalty: 5029.528809
	Iteration 14Q: 3 clusters Score -3962085 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3962187.250000 Penalty: 5029.528809
	Iteration 15Q: 3 clusters Score -3962187 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3962258.000000 Penalty: 5029.528809
	Iteration 16Q: 3 clusters Score -3962258 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3962307.250000 Penalty: 5029.528809
	Iteration 17Q: 3 clusters Score -3962307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3962354.750000 Penalty: 5029.528809
	Iteration 18Q: 3 clusters Score -3962355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3962395.750000 Penalty: 5029.528809
	Iteration 19Q: 3 clusters Score -3962396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3962428.750000 Penalty: 5029.528809
	Iteration 20F: 3 clusters Score -3962429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3962450.000000 Penalty: 5029.528809
	Iteration 21Q: 3 clusters Score -3962450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3962481.500000 Penalty: 5029.528809
	Iteration 22Q: 3 clusters Score -3962482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3962490.750000 Penalty: 5029.528809
	Iteration 23Q: 3 clusters Score -3962491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3962503.250000 Penalty: 5029.528809
	Iteration 24Q: 3 clusters Score -3962503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3962516.500000 Penalty: 5029.528809
	Iteration 25Q: 3 clusters Score -3962516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3962522.000000 Penalty: 5029.528809
	Iteration 26Q: 3 clusters Score -3962522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3962534.000000 Penalty: 5029.528809
	Iteration 27Q: 3 clusters Score -3962534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3962534.750000 Penalty: 5029.528809
	Iteration 28Q: 3 clusters Score -3962535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3962543.000000 Penalty: 5029.528809
	Iteration 29Q: 3 clusters Score -3962543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3962551.750000 Penalty: 5029.528809
	Iteration 30Q: 3 clusters Score -3962552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3962555.250000 Penalty: 5029.528809
	Iteration 31Q: 3 clusters Score -3962555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3962558.750000 Penalty: 5029.528809
	Iteration 32Q: 3 clusters Score -3962559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3962562.500000 Penalty: 5029.528809
	Iteration 33Q: 3 clusters Score -3962562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3962569.000000 Penalty: 5029.528809
	Iteration 34Q: 3 clusters Score -3962569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3962578.500000 Penalty: 5029.528809
	Iteration 35Q: 3 clusters Score -3962578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3962582.250000 Penalty: 5029.528809
	Iteration 36Q: 3 clusters Score -3962582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3962586.250000 Penalty: 5029.528809
	Iteration 37Q: 3 clusters Score -3962586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3962587.000000 Penalty: 5029.528809
	Iteration 38Q: 3 clusters Score -3962587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3962589.500000 Penalty: 5029.528809
	Iteration 39Q: 3 clusters Score -3962590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3962589.000000 Penalty: 5029.528809
	Iteration 40F: 3 clusters Score -3962589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3962587.000000 Penalty: 5029.528809
	Iteration 41Q: 3 clusters Score -3962587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3962587.750000 Penalty: 5029.528809
	Iteration 42Q: 3 clusters Score -3962588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3962587.750000 Penalty: 5029.528809
	Iteration 43F: 3 clusters Score -3962588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -361963.031250 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -361963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -359117.500000 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -359117.5 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -359731.593750 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -359731.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -359974.093750 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -359974.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -360127.218750 Penalty: 3859.030273
	Iteration 3F: 3 clusters Score -360127.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -360263.312500 Penalty: 3859.030273
	Iteration 4Q: 3 clusters Score -360263.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -360398.406250 Penalty: 3859.030273
	Iteration 5Q: 3 clusters Score -360398.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -360492.531250 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -360492.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -360570.156250 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -360570.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -360638.500000 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -360638.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -360685.687500 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -360685.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -360723.312500 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -360723.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -360739.218750 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -360739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -360752.437500 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -360752.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -360766.312500 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -360766.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -360774.250000 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -360774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -360778.500000 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -360778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -360778.781250 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -360778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -360779.312500 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -360779.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -360779.312500 Penalty: 3859.030273
	Iteration 18F: 3 clusters Score -360779.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Entering Unmasked Estep 
Score: -1188951.375000 Penalty: 2220.566895
	Iteration 0F: 2 clusters Score -1188951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1182699.375000 Penalty: 4441.133789
	Iteration 0F: 3 clusters Score -1182699 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1184488.375000 Penalty: 4441.133789
	Iteration 1F: 3 clusters Score -1184488 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1184824.875000 Penalty: 4441.133789
	Iteration 2F: 3 clusters Score -1184825 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1185174.500000 Penalty: 4441.133789
	Iteration 3F: 3 clusters Score -1185174 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1185557.125000 Penalty: 4441.133789
	Iteration 4F: 3 clusters Score -1185557 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1185955.375000 Penalty: 4441.133789
	Iteration 5F: 3 clusters Score -1185955 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1186350.500000 Penalty: 4441.133789
	Iteration 6F: 3 clusters Score -1186350 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1186710.500000 Penalty: 4441.133789
	Iteration 7F: 3 clusters Score -1186710 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1187044.750000 Penalty: 4441.133789
	Iteration 8Q: 3 clusters Score -1187045 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1187349.125000 Penalty: 4441.133789
	Iteration 9Q: 3 clusters Score -1187349 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1187661.250000 Penalty: 4441.133789
	Iteration 10Q: 3 clusters Score -1187661 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1187849.125000 Penalty: 4441.133789
	Iteration 11Q: 3 clusters Score -1187849 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1187959.250000 Penalty: 4441.133789
	Iteration 12Q: 3 clusters Score -1187959 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1188020.625000 Penalty: 4441.133789
	Iteration 13Q: 3 clusters Score -1188021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1188052.875000 Penalty: 4441.133789
	Iteration 14Q: 3 clusters Score -1188053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1188066.875000 Penalty: 4441.133789
	Iteration 15Q: 3 clusters Score -1188067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1188079.250000 Penalty: 4441.133789
	Iteration 16Q: 3 clusters Score -1188079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1188086.125000 Penalty: 4441.133789
	Iteration 17Q: 3 clusters Score -1188086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1188090.500000 Penalty: 4441.133789
	Iteration 18Q: 3 clusters Score -1188090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1188098.625000 Penalty: 4441.133789
	Iteration 19Q: 3 clusters Score -1188099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1188098.500000 Penalty: 4441.133789
	Iteration 20F: 3 clusters Score -1188098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1188099.250000 Penalty: 4441.133789
	Iteration 21Q: 3 clusters Score -1188099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1188103.500000 Penalty: 4441.133789
	Iteration 22Q: 3 clusters Score -1188104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1188105.875000 Penalty: 4441.133789
	Iteration 23Q: 3 clusters Score -1188106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1188108.625000 Penalty: 4441.133789
	Iteration 24Q: 3 clusters Score -1188109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1188106.250000 Penalty: 4441.133789
	Iteration 25Q: 3 clusters Score -1188106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1188109.625000 Penalty: 4441.133789
	Iteration 26Q: 3 clusters Score -1188110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1188112.125000 Penalty: 4441.133789
	Iteration 27Q: 3 clusters Score -1188112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1188110.125000 Penalty: 4441.133789
	Iteration 28Q: 3 clusters Score -1188110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1188112.125000 Penalty: 4441.133789
	Iteration 29Q: 3 clusters Score -1188112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1188112.625000 Penalty: 4441.133789
	Iteration 30Q: 3 clusters Score -1188113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1188113.500000 Penalty: 4441.133789
	Iteration 31Q: 3 clusters Score -1188114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1188113.125000 Penalty: 4441.133789
	Iteration 32Q: 3 clusters Score -1188113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1188114.250000 Penalty: 4441.133789
	Iteration 33Q: 3 clusters Score -1188114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1188115.250000 Penalty: 4441.133789
	Iteration 34Q: 3 clusters Score -1188115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1188113.500000 Penalty: 4441.133789
	Iteration 35Q: 3 clusters Score -1188114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1188114.625000 Penalty: 4441.133789
	Iteration 36Q: 3 clusters Score -1188115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1188114.125000 Penalty: 4441.133789
	Iteration 37Q: 3 clusters Score -1188114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1188113.375000 Penalty: 4441.133789
	Iteration 38Q: 3 clusters Score -1188113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1188113.875000 Penalty: 4441.133789
	Iteration 39Q: 3 clusters Score -1188114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1188116.500000 Penalty: 4441.133789
	Iteration 40F: 3 clusters Score -1188116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1188118.125000 Penalty: 4441.133789
	Iteration 41Q: 3 clusters Score -1188118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1188118.125000 Penalty: 4441.133789
	Iteration 42F: 3 clusters Score -1188118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -114390.710938 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -114390.7 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 416 members 
Entering Unmasked Estep 
Score: -112561.484375 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -112561.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112898.921875 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -112898.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -113022.671875 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -113022.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113120.726562 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -113120.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113204.328125 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -113204.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113244.937500 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -113244.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -113305.617188 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -113305.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113370.015625 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -113370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113421.148438 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -113421.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113460.398438 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -113460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113469.945312 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -113469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113479.648438 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -113479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113482.046875 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -113482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113483.898438 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -113483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113484.640625 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -113484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113484.640625 Penalty: 3352.590576
	Iteration 15F: 3 clusters Score -113484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106648 members 
Mstep: Class 5 contains 215 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 29684 members 
Mstep: Class 11 contains 6912 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 8107 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 6626 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 9304 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 136118 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 2801 members 
Mstep: Class 27 contains 1728 members 
Mstep: Class 28 contains 24408 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 101949 members 
Mstep: Class 31 contains 723 members 
Mstep: Class 32 contains 25341 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7738 members 
Mstep: Class 35 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86695104.000000 Penalty: 131381.765625
Iteration 79Q: 41 clusters Score -8.66951e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 345 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 106218 members 
Mstep: Class 5 contains 241 members 
Mstep: Class 6 contains 34977 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 323 members 
Mstep: Class 9 contains 8141 members 
Mstep: Class 10 contains 29652 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 2944 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 871 members 
Mstep: Class 16 contains 6600 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6099 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 9291 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 691 members 
Mstep: Class 23 contains 3899 members 
Mstep: Class 24 contains 135548 members 
Mstep: Class 25 contains 1040 members 
Mstep: Class 26 contains 3230 members 
Mstep: Class 27 contains 1724 members 
Mstep: Class 28 contains 24492 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 102670 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 25379 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7847 members 
Mstep: Class 35 contains 857 members 
Mstep: Class 36 contains 854 members 
Mstep: Class 37 contains 4929 members 
Mstep: Class 38 contains 243 members 
Mstep: Class 39 contains 1037 members 
Mstep: Class 40 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86698056.000000 Penalty: 131381.765625
Iteration 80F: 41 clusters Score -8.669806e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106006 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 34971 members 
Mstep: Class 7 contains 6006 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8135 members 
Mstep: Class 10 contains 29605 members 
Mstep: Class 11 contains 6887 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 8244 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 6602 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 469 members 
Mstep: Class 20 contains 9236 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3884 members 
Mstep: Class 24 contains 134711 members 
Mstep: Class 25 contains 1065 members 
Mstep: Class 26 contains 3503 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 24577 members 
Mstep: Class 29 contains 3849 members 
Mstep: Class 30 contains 103238 members 
Mstep: Class 31 contains 663 members 
Mstep: Class 32 contains 25321 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 7787 members 
Mstep: Class 35 contains 859 members 
Mstep: Class 36 contains 876 members 
Mstep: Class 37 contains 5097 members 
Mstep: Class 38 contains 255 members 
Mstep: Class 39 contains 1103 members 
Mstep: Class 40 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86700152.000000 Penalty: 131381.765625
Iteration 81Q: 41 clusters Score -8.670015e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 941 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106118 members 
Mstep: Class 5 contains 240 members 
Mstep: Class 6 contains 34973 members 
Mstep: Class 7 contains 5964 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 8133 members 
Mstep: Class 10 contains 29587 members 
Mstep: Class 11 contains 6865 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 1353 members 
Mstep: Class 14 contains 8312 members 
Mstep: Class 15 contains 865 members 
Mstep: Class 16 contains 6617 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3875 members 
Mstep: Class 24 contains 133803 members 
Mstep: Class 25 contains 1097 members 
Mstep: Class 26 contains 3698 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 24670 members 
Mstep: Class 29 contains 3857 members 
Mstep: Class 30 contains 103633 members 
Mstep: Class 31 contains 627 members 
Mstep: Class 32 contains 25271 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7762 members 
Mstep: Class 35 contains 866 members 
Mstep: Class 36 contains 878 members 
Mstep: Class 37 contains 5198 members 
Mstep: Class 38 contains 262 members 
Mstep: Class 39 contains 1132 members 
Mstep: Class 40 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86700880.000000 Penalty: 131381.765625
Iteration 82Q: 41 clusters Score -8.670088e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 939 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106342 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 34983 members 
Mstep: Class 7 contains 5925 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8132 members 
Mstep: Class 10 contains 29581 members 
Mstep: Class 11 contains 6864 members 
Mstep: Class 12 contains 2931 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 8374 members 
Mstep: Class 15 contains 868 members 
Mstep: Class 16 contains 6628 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9149 members 
Mstep: Class 21 contains 8345 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3867 members 
Mstep: Class 24 contains 132895 members 
Mstep: Class 25 contains 1119 members 
Mstep: Class 26 contains 3825 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 24780 members 
Mstep: Class 29 contains 3864 members 
Mstep: Class 30 contains 103959 members 
Mstep: Class 31 contains 599 members 
Mstep: Class 32 contains 25247 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7746 members 
Mstep: Class 35 contains 867 members 
Mstep: Class 36 contains 878 members 
Mstep: Class 37 contains 5265 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 1155 members 
Mstep: Class 40 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701064.000000 Penalty: 131381.765625
Iteration 83Q: 41 clusters Score -8.670106e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 106659 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34979 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8136 members 
Mstep: Class 10 contains 29603 members 
Mstep: Class 11 contains 6861 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8423 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 16 contains 6647 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 8346 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3860 members 
Mstep: Class 24 contains 132068 members 
Mstep: Class 25 contains 1123 members 
Mstep: Class 26 contains 3941 members 
Mstep: Class 27 contains 1712 members 
Mstep: Class 28 contains 24914 members 
Mstep: Class 29 contains 3873 members 
Mstep: Class 30 contains 104110 members 
Mstep: Class 31 contains 582 members 
Mstep: Class 32 contains 25206 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 7740 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 878 members 
Mstep: Class 37 contains 5313 members 
Mstep: Class 38 contains 272 members 
Mstep: Class 39 contains 1183 members 
Mstep: Class 40 contains 2486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701424.000000 Penalty: 131381.765625
Iteration 84Q: 41 clusters Score -8.670142e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 107063 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34976 members 
Mstep: Class 7 contains 5871 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 29637 members 
Mstep: Class 11 contains 6867 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8488 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 6653 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6029 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9089 members 
Mstep: Class 21 contains 8346 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3857 members 
Mstep: Class 24 contains 131246 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4033 members 
Mstep: Class 27 contains 1710 members 
Mstep: Class 28 contains 25041 members 
Mstep: Class 29 contains 3878 members 
Mstep: Class 30 contains 104174 members 
Mstep: Class 31 contains 559 members 
Mstep: Class 32 contains 25163 members 
Mstep: Class 33 contains 2379 members 
Mstep: Class 34 contains 7728 members 
Mstep: Class 35 contains 867 members 
Mstep: Class 36 contains 879 members 
Mstep: Class 37 contains 5351 members 
Mstep: Class 38 contains 274 members 
Mstep: Class 39 contains 1206 members 
Mstep: Class 40 contains 2542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701728.000000 Penalty: 131381.765625
Iteration 85Q: 41 clusters Score -8.670173e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 107570 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34980 members 
Mstep: Class 7 contains 5844 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8145 members 
Mstep: Class 10 contains 29663 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8551 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 6662 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6020 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9065 members 
Mstep: Class 21 contains 8345 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 130483 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4114 members 
Mstep: Class 27 contains 1708 members 
Mstep: Class 28 contains 25175 members 
Mstep: Class 29 contains 3882 members 
Mstep: Class 30 contains 104122 members 
Mstep: Class 31 contains 550 members 
Mstep: Class 32 contains 25131 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 7715 members 
Mstep: Class 35 contains 866 members 
Mstep: Class 36 contains 881 members 
Mstep: Class 37 contains 5390 members 
Mstep: Class 38 contains 277 members 
Mstep: Class 39 contains 1228 members 
Mstep: Class 40 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701832.000000 Penalty: 131381.765625
Iteration 86Q: 41 clusters Score -8.670183e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 108123 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34995 members 
Mstep: Class 7 contains 5818 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8149 members 
Mstep: Class 10 contains 29695 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6672 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6024 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9050 members 
Mstep: Class 21 contains 8344 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3850 members 
Mstep: Class 24 contains 129762 members 
Mstep: Class 25 contains 1128 members 
Mstep: Class 26 contains 4180 members 
Mstep: Class 27 contains 1707 members 
Mstep: Class 28 contains 25300 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 103918 members 
Mstep: Class 31 contains 549 members 
Mstep: Class 32 contains 25109 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 7718 members 
Mstep: Class 35 contains 867 members 
Mstep: Class 36 contains 882 members 
Mstep: Class 37 contains 5413 members 
Mstep: Class 38 contains 278 members 
Mstep: Class 39 contains 1249 members 
Mstep: Class 40 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702160.000000 Penalty: 131381.765625
Iteration 87Q: 41 clusters Score -8.670216e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 108708 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34992 members 
Mstep: Class 7 contains 5788 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8159 members 
Mstep: Class 10 contains 29722 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 12 contains 2930 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6018 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9031 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3848 members 
Mstep: Class 24 contains 129151 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4239 members 
Mstep: Class 27 contains 1703 members 
Mstep: Class 28 contains 25420 members 
Mstep: Class 29 contains 3894 members 
Mstep: Class 30 contains 103691 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 25081 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 7724 members 
Mstep: Class 35 contains 867 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5434 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702448.000000 Penalty: 131381.765625
Iteration 88Q: 41 clusters Score -8.670245e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 109281 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34980 members 
Mstep: Class 7 contains 5770 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8165 members 
Mstep: Class 10 contains 29727 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8737 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 6690 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6017 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3849 members 
Mstep: Class 24 contains 128662 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4305 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 25489 members 
Mstep: Class 29 contains 3896 members 
Mstep: Class 30 contains 103427 members 
Mstep: Class 31 contains 546 members 
Mstep: Class 32 contains 25047 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 7732 members 
Mstep: Class 35 contains 867 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5454 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1269 members 
Mstep: Class 40 contains 2688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702600.000000 Penalty: 131381.765625
Iteration 89Q: 41 clusters Score -8.67026e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 109709 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34973 members 
Mstep: Class 7 contains 5760 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 10 contains 29731 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8800 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6020 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9007 members 
Mstep: Class 21 contains 8349 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3844 members 
Mstep: Class 24 contains 128287 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4369 members 
Mstep: Class 27 contains 1698 members 
Mstep: Class 28 contains 25538 members 
Mstep: Class 29 contains 3897 members 
Mstep: Class 30 contains 103209 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 25011 members 
Mstep: Class 33 contains 2378 members 
Mstep: Class 34 contains 7731 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5464 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1284 members 
Mstep: Class 40 contains 2714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702632.000000 Penalty: 131381.765625
Iteration 90Q: 41 clusters Score -8.670263e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 110126 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34982 members 
Mstep: Class 7 contains 5741 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8152 members 
Mstep: Class 10 contains 29714 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8872 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6023 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 9003 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3843 members 
Mstep: Class 24 contains 127931 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4422 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 25583 members 
Mstep: Class 29 contains 3899 members 
Mstep: Class 30 contains 103021 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24964 members 
Mstep: Class 33 contains 2375 members 
Mstep: Class 34 contains 7731 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5482 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1296 members 
Mstep: Class 40 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702736.000000 Penalty: 131381.765625
Iteration 91Q: 41 clusters Score -8.670274e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 110437 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34982 members 
Mstep: Class 7 contains 5731 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8155 members 
Mstep: Class 10 contains 29706 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 2928 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 8943 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6027 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 8999 members 
Mstep: Class 21 contains 8353 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3843 members 
Mstep: Class 24 contains 127614 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4478 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 25645 members 
Mstep: Class 29 contains 3901 members 
Mstep: Class 30 contains 102875 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24923 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 7724 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5496 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1300 members 
Mstep: Class 40 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702472.000000 Penalty: 131381.765625
Iteration 92Q: 41 clusters Score -8.670247e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 110686 members 
Mstep: Class 5 contains 238 members 
Mstep: Class 6 contains 34986 members 
Mstep: Class 7 contains 5722 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 10 contains 29718 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 2925 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9010 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6693 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6027 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3842 members 
Mstep: Class 24 contains 127336 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4532 members 
Mstep: Class 27 contains 1697 members 
Mstep: Class 28 contains 25693 members 
Mstep: Class 29 contains 3905 members 
Mstep: Class 30 contains 102734 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24890 members 
Mstep: Class 33 contains 2377 members 
Mstep: Class 34 contains 7720 members 
Mstep: Class 35 contains 869 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5512 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1302 members 
Mstep: Class 40 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702392.000000 Penalty: 131381.765625
Iteration 93Q: 41 clusters Score -8.670239e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 110874 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 34983 members 
Mstep: Class 7 contains 5709 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8153 members 
Mstep: Class 10 contains 29733 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9068 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6025 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 8988 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3840 members 
Mstep: Class 24 contains 127091 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 1696 members 
Mstep: Class 28 contains 25747 members 
Mstep: Class 29 contains 3908 members 
Mstep: Class 30 contains 102648 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24871 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 7705 members 
Mstep: Class 35 contains 869 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5528 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1306 members 
Mstep: Class 40 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702568.000000 Penalty: 131381.765625
Iteration 94Q: 41 clusters Score -8.670257e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 111061 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 34974 members 
Mstep: Class 7 contains 5705 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8149 members 
Mstep: Class 10 contains 29740 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 2916 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9117 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6700 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6022 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 8982 members 
Mstep: Class 21 contains 8353 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3840 members 
Mstep: Class 24 contains 126875 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4595 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 25810 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 102562 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24865 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7693 members 
Mstep: Class 35 contains 869 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5542 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1310 members 
Mstep: Class 40 contains 2764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702328.000000 Penalty: 131381.765625
Iteration 95Q: 41 clusters Score -8.670233e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 111221 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 34969 members 
Mstep: Class 7 contains 5708 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8142 members 
Mstep: Class 10 contains 29734 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9167 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6018 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 8977 members 
Mstep: Class 21 contains 8353 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3838 members 
Mstep: Class 24 contains 126693 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4612 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 25890 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 102457 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24855 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7692 members 
Mstep: Class 35 contains 869 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5547 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1311 members 
Mstep: Class 40 contains 2771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702352.000000 Penalty: 131381.765625
Iteration 96Q: 41 clusters Score -8.670235e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 111374 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 34963 members 
Mstep: Class 7 contains 5702 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8134 members 
Mstep: Class 10 contains 29742 members 
Mstep: Class 11 contains 6838 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9209 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6021 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 8976 members 
Mstep: Class 21 contains 8353 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 126524 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4616 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 25936 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 102400 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24831 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7693 members 
Mstep: Class 35 contains 870 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5555 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1316 members 
Mstep: Class 40 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702352.000000 Penalty: 131381.765625
Iteration 97Q: 41 clusters Score -8.670235e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 111515 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 34953 members 
Mstep: Class 7 contains 5699 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29738 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 2906 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9248 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 19 contains 469 members 
Mstep: Class 20 contains 8972 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3837 members 
Mstep: Class 24 contains 126370 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4632 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 25988 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 102347 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24816 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7685 members 
Mstep: Class 35 contains 870 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5563 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1317 members 
Mstep: Class 40 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702392.000000 Penalty: 131381.765625
Iteration 98Q: 41 clusters Score -8.670239e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 111617 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 34953 members 
Mstep: Class 7 contains 5692 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 29733 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 2900 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9277 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6710 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6020 members 
Mstep: Class 19 contains 469 members 
Mstep: Class 20 contains 8967 members 
Mstep: Class 21 contains 8353 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3836 members 
Mstep: Class 24 contains 126247 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4644 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26032 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 102300 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24796 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7688 members 
Mstep: Class 35 contains 870 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5572 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1320 members 
Mstep: Class 40 contains 2788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702152.000000 Penalty: 131381.765625
Iteration 99Q: 41 clusters Score -8.670215e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 111702 members 
Mstep: Class 5 contains 239 members 
Mstep: Class 6 contains 34954 members 
Mstep: Class 7 contains 5689 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 8134 members 
Mstep: Class 10 contains 29733 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 2892 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9306 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 6711 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6025 members 
Mstep: Class 19 contains 469 members 
Mstep: Class 20 contains 8964 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3835 members 
Mstep: Class 24 contains 126152 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4664 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26073 members 
Mstep: Class 29 contains 3908 members 
Mstep: Class 30 contains 102221 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 24782 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7687 members 
Mstep: Class 35 contains 870 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5581 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1321 members 
Mstep: Class 40 contains 2789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3279.753174 but Gain 3284.546875
Score: -86702440.000000 Penalty: 128097.218750
Iteration 100F: 40 clusters Score -8.670244e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 111821 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 34954 members 
Mstep: Class 7 contains 5688 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8134 members 
Mstep: Class 10 contains 29732 members 
Mstep: Class 11 contains 7459 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9347 members 
Mstep: Class 15 contains 907 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6111 members 
Mstep: Class 19 contains 469 members 
Mstep: Class 20 contains 8960 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 126076 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4700 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26167 members 
Mstep: Class 29 contains 3909 members 
Mstep: Class 30 contains 102208 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24777 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 7691 members 
Mstep: Class 35 contains 870 members 
Mstep: Class 36 contains 885 members 
Mstep: Class 37 contains 5588 members 
Mstep: Class 38 contains 280 members 
Mstep: Class 39 contains 1325 members 
Mstep: Class 40 contains 2795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704632.000000 Penalty: 128097.218750
Iteration 101Q: 40 clusters Score -8.670463e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 111855 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 34947 members 
Mstep: Class 7 contains 5684 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8135 members 
Mstep: Class 10 contains 29729 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 903 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6101 members 
Mstep: Class 19 contains 469 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3834 members 
Mstep: Class 24 contains 125980 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4716 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26323 members 
Mstep: Class 29 contains 3910 members 
Mstep: Class 30 contains 102150 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24767 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7685 members 
Mstep: Class 35 contains 871 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5595 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1323 members 
Mstep: Class 40 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704768.000000 Penalty: 128097.218750
Iteration 102Q: 40 clusters Score -8.670477e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 111890 members 
Mstep: Class 5 contains 248 members 
Mstep: Class 6 contains 34940 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8134 members 
Mstep: Class 10 contains 29733 members 
Mstep: Class 11 contains 7371 members 
Mstep: Class 12 contains 2880 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9426 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6715 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 8353 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3833 members 
Mstep: Class 24 contains 125899 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4731 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26465 members 
Mstep: Class 29 contains 3914 members 
Mstep: Class 30 contains 102081 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24762 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7681 members 
Mstep: Class 35 contains 874 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5600 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1324 members 
Mstep: Class 40 contains 2795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704688.000000 Penalty: 128097.218750
Iteration 103Q: 40 clusters Score -8.670469e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 111944 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 34935 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8136 members 
Mstep: Class 10 contains 29730 members 
Mstep: Class 11 contains 7323 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9467 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 678 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 125816 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4734 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26589 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 102000 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24763 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 7674 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5605 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1328 members 
Mstep: Class 40 contains 2796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704576.000000 Penalty: 128097.218750
Iteration 104Q: 40 clusters Score -8.670458e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 111991 members 
Mstep: Class 5 contains 247 members 
Mstep: Class 6 contains 34936 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8140 members 
Mstep: Class 10 contains 29726 members 
Mstep: Class 11 contains 7296 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 1356 members 
Mstep: Class 14 contains 9511 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8951 members 
Mstep: Class 21 contains 8350 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125719 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26683 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 101935 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24751 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 7669 members 
Mstep: Class 35 contains 877 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5610 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1332 members 
Mstep: Class 40 contains 2798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704616.000000 Penalty: 128097.218750
Iteration 105Q: 40 clusters Score -8.670462e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112008 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 34932 members 
Mstep: Class 7 contains 5681 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8139 members 
Mstep: Class 10 contains 29722 members 
Mstep: Class 11 contains 7280 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 1355 members 
Mstep: Class 14 contains 9551 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 8350 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125608 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4756 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26780 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 101907 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24750 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 7665 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5609 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1335 members 
Mstep: Class 40 contains 2800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704480.000000 Penalty: 128097.218750
Iteration 106Q: 40 clusters Score -8.670448e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112010 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 34931 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8133 members 
Mstep: Class 10 contains 29721 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 2875 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9593 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8952 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125512 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4769 members 
Mstep: Class 27 contains 1695 members 
Mstep: Class 28 contains 26867 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101891 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24745 members 
Mstep: Class 33 contains 2385 members 
Mstep: Class 34 contains 7663 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5612 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1338 members 
Mstep: Class 40 contains 2800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704656.000000 Penalty: 128097.218750
Iteration 107Q: 40 clusters Score -8.670466e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112034 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 34927 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8133 members 
Mstep: Class 10 contains 29714 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 2874 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9625 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6074 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8948 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125436 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 1694 members 
Mstep: Class 28 contains 26939 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 101859 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24743 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7660 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5613 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1340 members 
Mstep: Class 40 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704632.000000 Penalty: 128097.218750
Iteration 108Q: 40 clusters Score -8.670463e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112094 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 34925 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8135 members 
Mstep: Class 10 contains 29709 members 
Mstep: Class 11 contains 7226 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9656 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125329 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4790 members 
Mstep: Class 27 contains 1692 members 
Mstep: Class 28 contains 27012 members 
Mstep: Class 29 contains 3914 members 
Mstep: Class 30 contains 101820 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24740 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 7657 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5615 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1341 members 
Mstep: Class 40 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704664.000000 Penalty: 128097.218750
Iteration 109Q: 40 clusters Score -8.670466e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112134 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 34922 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8132 members 
Mstep: Class 10 contains 29704 members 
Mstep: Class 11 contains 7213 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9680 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8946 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125240 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4796 members 
Mstep: Class 27 contains 1690 members 
Mstep: Class 28 contains 27065 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 101813 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24733 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 7657 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5615 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1344 members 
Mstep: Class 40 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704648.000000 Penalty: 128097.218750
Iteration 110Q: 40 clusters Score -8.670465e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112144 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 34920 members 
Mstep: Class 7 contains 5680 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29696 members 
Mstep: Class 11 contains 7205 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9704 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6071 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8947 members 
Mstep: Class 21 contains 8351 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125167 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4800 members 
Mstep: Class 27 contains 1688 members 
Mstep: Class 28 contains 27127 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101809 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24730 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 7656 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5613 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1347 members 
Mstep: Class 40 contains 2827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704608.000000 Penalty: 128097.218750
Iteration 111Q: 40 clusters Score -8.670461e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112156 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 34915 members 
Mstep: Class 7 contains 5679 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8117 members 
Mstep: Class 10 contains 29689 members 
Mstep: Class 11 contains 7199 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9726 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8948 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125111 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 1687 members 
Mstep: Class 28 contains 27177 members 
Mstep: Class 29 contains 3917 members 
Mstep: Class 30 contains 101792 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24728 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7657 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5613 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1350 members 
Mstep: Class 40 contains 2835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704712.000000 Penalty: 128097.218750
Iteration 112Q: 40 clusters Score -8.670471e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112163 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 34915 members 
Mstep: Class 7 contains 5677 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29693 members 
Mstep: Class 11 contains 7194 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8946 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 125038 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4806 members 
Mstep: Class 27 contains 1685 members 
Mstep: Class 28 contains 27231 members 
Mstep: Class 29 contains 3917 members 
Mstep: Class 30 contains 101780 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24729 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7661 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5615 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 2838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704560.000000 Penalty: 128097.218750
Iteration 113Q: 40 clusters Score -8.670456e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112152 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 34918 members 
Mstep: Class 7 contains 5675 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29687 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9760 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6721 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8944 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 124971 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4809 members 
Mstep: Class 27 contains 1684 members 
Mstep: Class 28 contains 27305 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101769 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24725 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7662 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5620 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704472.000000 Penalty: 128097.218750
Iteration 114Q: 40 clusters Score -8.670447e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112162 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 34918 members 
Mstep: Class 7 contains 5674 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29679 members 
Mstep: Class 11 contains 7180 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9779 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6721 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8943 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 124899 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4812 members 
Mstep: Class 27 contains 1683 members 
Mstep: Class 28 contains 27368 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101770 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24720 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 7662 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5621 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704552.000000 Penalty: 128097.218750
Iteration 115Q: 40 clusters Score -8.670455e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112141 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 34917 members 
Mstep: Class 7 contains 5672 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8117 members 
Mstep: Class 10 contains 29668 members 
Mstep: Class 11 contains 7170 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6721 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6066 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8943 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 124850 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 1682 members 
Mstep: Class 28 contains 27425 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101780 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24715 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7660 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5625 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704496.000000 Penalty: 128097.218750
Iteration 116Q: 40 clusters Score -8.67045e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112123 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34919 members 
Mstep: Class 7 contains 5667 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29657 members 
Mstep: Class 11 contains 7162 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9835 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6065 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8940 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 124801 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4821 members 
Mstep: Class 27 contains 1682 members 
Mstep: Class 28 contains 27482 members 
Mstep: Class 29 contains 3917 members 
Mstep: Class 30 contains 101783 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24709 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 7659 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5630 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704520.000000 Penalty: 128097.218750
Iteration 117Q: 40 clusters Score -8.670452e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112099 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34924 members 
Mstep: Class 7 contains 5666 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29649 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9868 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8939 members 
Mstep: Class 21 contains 8352 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 124727 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4827 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27548 members 
Mstep: Class 29 contains 3917 members 
Mstep: Class 30 contains 101788 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24707 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 7661 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5637 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 2860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704512.000000 Penalty: 128097.218750
Iteration 118Q: 40 clusters Score -8.670451e+07 nChanged 402
Entering ConstructFrom: 
Score: -86704512.000000 Penalty: 128097.218750
Entering ConstructFrom: 
Trying to split cluster 1 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -52559.117188 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -52559.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51370.476562 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -51370.48 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51644.250000 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -51644.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51884.070312 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -51884.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51977.839844 Penalty: 3008.789795
	Iteration 3F: 3 clusters Score -51977.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -52091.707031 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -52091.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -52242.546875 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -52242.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52264.394531 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -52264.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52272.816406 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -52272.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -52272.816406 Penalty: 3008.789795
	Iteration 8F: 3 clusters Score -52272.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -242938.984375 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -242939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -240521.390625 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -240521.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -240982.046875 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -240982 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -241123.671875 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -241123.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -241203.593750 Penalty: 3684.453369
	Iteration 3Q: 3 clusters Score -241203.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -241278.000000 Penalty: 3684.453369
	Iteration 4Q: 3 clusters Score -241278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -241348.390625 Penalty: 3684.453369
	Iteration 5Q: 3 clusters Score -241348.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -241417.296875 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -241417.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -241483.156250 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -241483.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -241559.781250 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -241559.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -241629.234375 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -241629.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241688.656250 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -241688.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -241735.281250 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -241735.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -241778.078125 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -241778.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -241820.859375 Penalty: 3684.453369
	Iteration 13Q: 3 clusters Score -241820.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -241857.296875 Penalty: 3684.453369
	Iteration 14Q: 3 clusters Score -241857.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -241875.296875 Penalty: 3684.453369
	Iteration 15Q: 3 clusters Score -241875.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -241892.906250 Penalty: 3684.453369
	Iteration 16Q: 3 clusters Score -241892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -241897.062500 Penalty: 3684.453369
	Iteration 17Q: 3 clusters Score -241897.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -241898.500000 Penalty: 3684.453369
	Iteration 18Q: 3 clusters Score -241898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -241898.500000 Penalty: 3684.453369
	Iteration 19F: 3 clusters Score -241898.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (112081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112081 members 
Entering Unmasked Estep 
Score: -17683084.000000 Penalty: 2883.490234
	Iteration 0F: 2 clusters Score -1.768308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -17611676.000000 Penalty: 5766.980469
	Iteration 0F: 3 clusters Score -1.761168e+07 nChanged 53311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -17642064.000000 Penalty: 5766.980469
	Iteration 1F: 3 clusters Score -1.764206e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -17642992.000000 Penalty: 5766.980469
	Iteration 2Q: 3 clusters Score -1.764299e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61970 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -17644218.000000 Penalty: 5766.980469
	Iteration 3Q: 3 clusters Score -1.764422e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -17645840.000000 Penalty: 5766.980469
	Iteration 4Q: 3 clusters Score -1.764584e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -17648618.000000 Penalty: 5766.980469
	Iteration 5F: 3 clusters Score -1.764862e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -17653076.000000 Penalty: 5766.980469
	Iteration 6F: 3 clusters Score -1.765308e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -17659858.000000 Penalty: 5766.980469
	Iteration 7F: 3 clusters Score -1.765986e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -17668124.000000 Penalty: 5766.980469
	Iteration 8F: 3 clusters Score -1.766812e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98197 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -17674870.000000 Penalty: 5766.980469
	Iteration 9F: 3 clusters Score -1.767487e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101984 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -17678966.000000 Penalty: 5766.980469
	Iteration 10Q: 3 clusters Score -1.767897e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104325 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -17680680.000000 Penalty: 5766.980469
	Iteration 11Q: 3 clusters Score -1.768068e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -17681108.000000 Penalty: 5766.980469
	Iteration 12Q: 3 clusters Score -1.768111e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107324 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -17681368.000000 Penalty: 5766.980469
	Iteration 13Q: 3 clusters Score -1.768137e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -17681582.000000 Penalty: 5766.980469
	Iteration 14Q: 3 clusters Score -1.768158e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -17681502.000000 Penalty: 5766.980469
	Iteration 15Q: 3 clusters Score -1.76815e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109914 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -17681426.000000 Penalty: 5766.980469
	Iteration 16Q: 3 clusters Score -1.768143e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -17681286.000000 Penalty: 5766.980469
	Iteration 17Q: 3 clusters Score -1.768129e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -17681174.000000 Penalty: 5766.980469
	Iteration 18Q: 3 clusters Score -1.768117e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110954 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17681142.000000 Penalty: 5766.980469
	Iteration 19Q: 3 clusters Score -1.768114e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111124 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17681100.000000 Penalty: 5766.980469
	Iteration 20F: 3 clusters Score -1.76811e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -17681026.000000 Penalty: 5766.980469
	Iteration 21Q: 3 clusters Score -1.768103e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111345 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -17681026.000000 Penalty: 5766.980469
	Iteration 22Q: 3 clusters Score -1.768103e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -17681018.000000 Penalty: 5766.980469
	Iteration 23Q: 3 clusters Score -1.768102e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -17681018.000000 Penalty: 5766.980469
	Iteration 24Q: 3 clusters Score -1.768102e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17681010.000000 Penalty: 5766.980469
	Iteration 25Q: 3 clusters Score -1.768101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111508 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -17681014.000000 Penalty: 5766.980469
	Iteration 26Q: 3 clusters Score -1.768101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111526 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -17680992.000000 Penalty: 5766.980469
	Iteration 27Q: 3 clusters Score -1.768099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -17680990.000000 Penalty: 5766.980469
	Iteration 28Q: 3 clusters Score -1.768099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -17680992.000000 Penalty: 5766.980469
	Iteration 29Q: 3 clusters Score -1.768099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -17681004.000000 Penalty: 5766.980469
	Iteration 30Q: 3 clusters Score -1.7681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111547 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -17681000.000000 Penalty: 5766.980469
	Iteration 31Q: 3 clusters Score -1.7681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -17681006.000000 Penalty: 5766.980469
	Iteration 32Q: 3 clusters Score -1.768101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -17681020.000000 Penalty: 5766.980469
	Iteration 33Q: 3 clusters Score -1.768102e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -17681024.000000 Penalty: 5766.980469
	Iteration 34Q: 3 clusters Score -1.768102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -17681014.000000 Penalty: 5766.980469
	Iteration 35Q: 3 clusters Score -1.768101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111565 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -17681002.000000 Penalty: 5766.980469
	Iteration 36Q: 3 clusters Score -1.7681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17681006.000000 Penalty: 5766.980469
	Iteration 37Q: 3 clusters Score -1.768101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -17681006.000000 Penalty: 5766.980469
	Iteration 38F: 3 clusters Score -1.768101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -29180.712891 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -29180.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28494.093750 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -28494.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28629.212891 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -28629.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28650.789062 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -28650.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28666.558594 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -28666.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28702.378906 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -28702.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28721.085938 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -28721.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28735.285156 Penalty: 2724.558594
	Iteration 6Q: 3 clusters Score -28735.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28753.927734 Penalty: 2724.558594
	Iteration 7Q: 3 clusters Score -28753.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28817.849609 Penalty: 2724.558594
	Iteration 8Q: 3 clusters Score -28817.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -28879.337891 Penalty: 2724.558594
	Iteration 9F: 3 clusters Score -28879.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28961.802734 Penalty: 2724.558594
	Iteration 10F: 3 clusters Score -28961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -29093.875000 Penalty: 2724.558594
	Iteration 11F: 3 clusters Score -29093.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -29196.787109 Penalty: 2724.558594
	Iteration 12Q: 3 clusters Score -29196.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -29232.246094 Penalty: 2724.558594
	Iteration 13Q: 3 clusters Score -29232.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -29264.865234 Penalty: 2724.558594
	Iteration 14Q: 3 clusters Score -29264.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -29264.865234 Penalty: 2724.558594
	Iteration 15F: 3 clusters Score -29264.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112081 members 
Mstep: Class 5 contains 197 members 
Mstep: Class 6 contains 34926 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29638 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124662 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101779 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24708 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7658 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5645 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 2864 members 
Entering Unmasked Estep 
Score: -86702608.000000 Penalty: 131381.765625
Splitting cluster 5 changes total score from -86704512.000000 to -86702608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (34926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Entering Unmasked Estep 
Score: -5409273.000000 Penalty: 2594.324707
	Iteration 0F: 2 clusters Score -5409273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5385567.500000 Penalty: 5188.649414
	Iteration 0F: 3 clusters Score -5385568 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -5394378.500000 Penalty: 5188.649414
	Iteration 1F: 3 clusters Score -5394378 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5394963.000000 Penalty: 5188.649414
	Iteration 2Q: 3 clusters Score -5394963 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -5395597.000000 Penalty: 5188.649414
	Iteration 3Q: 3 clusters Score -5395597 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -5396236.500000 Penalty: 5188.649414
	Iteration 4Q: 3 clusters Score -5396236 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -5397000.500000 Penalty: 5188.649414
	Iteration 5Q: 3 clusters Score -5397000 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -5398026.000000 Penalty: 5188.649414
	Iteration 6Q: 3 clusters Score -5398026 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -5399367.000000 Penalty: 5188.649414
	Iteration 7F: 3 clusters Score -5399367 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -5400653.500000 Penalty: 5188.649414
	Iteration 8F: 3 clusters Score -5400654 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -5401865.500000 Penalty: 5188.649414
	Iteration 9Q: 3 clusters Score -5401866 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -5402837.000000 Penalty: 5188.649414
	Iteration 10Q: 3 clusters Score -5402837 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5403588.000000 Penalty: 5188.649414
	Iteration 11Q: 3 clusters Score -5403588 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -5404099.000000 Penalty: 5188.649414
	Iteration 12Q: 3 clusters Score -5404099 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5404566.500000 Penalty: 5188.649414
	Iteration 13Q: 3 clusters Score -5404566 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5404989.000000 Penalty: 5188.649414
	Iteration 14Q: 3 clusters Score -5404989 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5405361.500000 Penalty: 5188.649414
	Iteration 15Q: 3 clusters Score -5405362 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5405699.500000 Penalty: 5188.649414
	Iteration 16Q: 3 clusters Score -5405700 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5405999.500000 Penalty: 5188.649414
	Iteration 17Q: 3 clusters Score -5406000 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5406243.000000 Penalty: 5188.649414
	Iteration 18Q: 3 clusters Score -5406243 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5406427.000000 Penalty: 5188.649414
	Iteration 19Q: 3 clusters Score -5406427 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5406545.000000 Penalty: 5188.649414
	Iteration 20F: 3 clusters Score -5406545 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5406682.500000 Penalty: 5188.649414
	Iteration 21Q: 3 clusters Score -5406682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5406761.000000 Penalty: 5188.649414
	Iteration 22Q: 3 clusters Score -5406761 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5406822.500000 Penalty: 5188.649414
	Iteration 23Q: 3 clusters Score -5406822 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5406870.000000 Penalty: 5188.649414
	Iteration 24Q: 3 clusters Score -5406870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5406912.500000 Penalty: 5188.649414
	Iteration 25Q: 3 clusters Score -5406912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5406936.000000 Penalty: 5188.649414
	Iteration 26Q: 3 clusters Score -5406936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5406954.500000 Penalty: 5188.649414
	Iteration 27Q: 3 clusters Score -5406954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5406984.000000 Penalty: 5188.649414
	Iteration 28Q: 3 clusters Score -5406984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5406993.500000 Penalty: 5188.649414
	Iteration 29Q: 3 clusters Score -5406994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5407004.000000 Penalty: 5188.649414
	Iteration 30Q: 3 clusters Score -5407004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5407022.500000 Penalty: 5188.649414
	Iteration 31Q: 3 clusters Score -5407022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5407027.500000 Penalty: 5188.649414
	Iteration 32Q: 3 clusters Score -5407028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5407030.000000 Penalty: 5188.649414
	Iteration 33Q: 3 clusters Score -5407030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5407045.500000 Penalty: 5188.649414
	Iteration 34Q: 3 clusters Score -5407046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5407053.500000 Penalty: 5188.649414
	Iteration 35Q: 3 clusters Score -5407054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5407059.000000 Penalty: 5188.649414
	Iteration 36Q: 3 clusters Score -5407059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5407059.500000 Penalty: 5188.649414
	Iteration 37Q: 3 clusters Score -5407060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5407067.000000 Penalty: 5188.649414
	Iteration 38Q: 3 clusters Score -5407067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5407071.500000 Penalty: 5188.649414
	Iteration 39Q: 3 clusters Score -5407072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5407071.500000 Penalty: 5188.649414
	Iteration 40F: 3 clusters Score -5407072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -826337.000000 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -826337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -821460.250000 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -821460.2 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -822642.000000 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -822642 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -822893.687500 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -822893.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -823083.812500 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -823083.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -823275.125000 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -823275.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -823476.312500 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -823476.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -823697.875000 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -823697.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -823973.375000 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -823973.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -824272.687500 Penalty: 4286.200195
	Iteration 8F: 3 clusters Score -824272.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -824594.125000 Penalty: 4286.200195
	Iteration 9F: 3 clusters Score -824594.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -824886.125000 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -824886.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -825182.875000 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -825182.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -825417.687500 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -825417.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -825585.812500 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -825585.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -825662.500000 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -825662.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -825693.125000 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -825693.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -825709.125000 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -825709.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -825718.750000 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -825718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -825721.812500 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -825721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -825723.500000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -825723.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -825725.000000 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -825725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -825725.562500 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -825725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -825726.187500 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -825726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -825727.562500 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -825727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -825727.250000 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -825727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -825727.250000 Penalty: 4286.200195
	Iteration 25F: 3 clusters Score -825727.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -31640.375000 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -31640.38 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: -30525.212891 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -30525.21 nChanged 78
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: -30806.791016 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -30806.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30974.439453 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -30974.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31056.146484 Penalty: 2885.287109
	Iteration 3F: 3 clusters Score -31056.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31114.822266 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -31114.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31197.212891 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -31197.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -31331.699219 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -31331.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -31437.941406 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -31437.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31463.693359 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -31463.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31479.812500 Penalty: 2885.287109
	Iteration 9F: 3 clusters Score -31479.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31534.324219 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -31534.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31649.150391 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -31649.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -31661.154297 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -31661.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -31663.458984 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -31663.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31666.033203 Penalty: 2885.287109
	Iteration 14Q: 3 clusters Score -31666.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -31666.033203 Penalty: 2885.287109
	Iteration 15F: 3 clusters Score -31666.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 83 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112081 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34926 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29638 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124662 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101779 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24708 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7658 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5645 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 2864 members 
Entering Unmasked Estep 
Score: -86702552.000000 Penalty: 131381.765625
Splitting cluster 8 changes total score from -86704512.000000 to -86702552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -1291667.875000 Penalty: 2232.303223
	Iteration 0F: 2 clusters Score -1291668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1285176.000000 Penalty: 4464.606445
	Iteration 0F: 3 clusters Score -1285176 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1287018.125000 Penalty: 4464.606445
	Iteration 1F: 3 clusters Score -1287018 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1287306.500000 Penalty: 4464.606445
	Iteration 2F: 3 clusters Score -1287306 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1287476.750000 Penalty: 4464.606445
	Iteration 3Q: 3 clusters Score -1287477 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1287597.625000 Penalty: 4464.606445
	Iteration 4Q: 3 clusters Score -1287598 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1287687.000000 Penalty: 4464.606445
	Iteration 5Q: 3 clusters Score -1287687 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1287755.375000 Penalty: 4464.606445
	Iteration 6Q: 3 clusters Score -1287755 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1287808.500000 Penalty: 4464.606445
	Iteration 7Q: 3 clusters Score -1287808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1287856.000000 Penalty: 4464.606445
	Iteration 8Q: 3 clusters Score -1287856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1287905.750000 Penalty: 4464.606445
	Iteration 9Q: 3 clusters Score -1287906 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1287959.500000 Penalty: 4464.606445
	Iteration 10Q: 3 clusters Score -1287960 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1288031.000000 Penalty: 4464.606445
	Iteration 11Q: 3 clusters Score -1288031 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1288111.875000 Penalty: 4464.606445
	Iteration 12Q: 3 clusters Score -1288112 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1288198.375000 Penalty: 4464.606445
	Iteration 13Q: 3 clusters Score -1288198 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1288288.375000 Penalty: 4464.606445
	Iteration 14Q: 3 clusters Score -1288288 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1288386.125000 Penalty: 4464.606445
	Iteration 15Q: 3 clusters Score -1288386 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1288492.500000 Penalty: 4464.606445
	Iteration 16Q: 3 clusters Score -1288492 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1288605.375000 Penalty: 4464.606445
	Iteration 17Q: 3 clusters Score -1288605 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1288745.125000 Penalty: 4464.606445
	Iteration 18Q: 3 clusters Score -1288745 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1288894.875000 Penalty: 4464.606445
	Iteration 19Q: 3 clusters Score -1288895 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1289051.875000 Penalty: 4464.606445
	Iteration 20F: 3 clusters Score -1289052 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1289189.500000 Penalty: 4464.606445
	Iteration 21Q: 3 clusters Score -1289190 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1289336.750000 Penalty: 4464.606445
	Iteration 22Q: 3 clusters Score -1289337 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1289463.000000 Penalty: 4464.606445
	Iteration 23Q: 3 clusters Score -1289463 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1289552.000000 Penalty: 4464.606445
	Iteration 24Q: 3 clusters Score -1289552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1289610.375000 Penalty: 4464.606445
	Iteration 25Q: 3 clusters Score -1289610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1289662.250000 Penalty: 4464.606445
	Iteration 26Q: 3 clusters Score -1289662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1289694.000000 Penalty: 4464.606445
	Iteration 27Q: 3 clusters Score -1289694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1289720.000000 Penalty: 4464.606445
	Iteration 28Q: 3 clusters Score -1289720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1289747.875000 Penalty: 4464.606445
	Iteration 29Q: 3 clusters Score -1289748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1289774.875000 Penalty: 4464.606445
	Iteration 30Q: 3 clusters Score -1289775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1289788.750000 Penalty: 4464.606445
	Iteration 31Q: 3 clusters Score -1289789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1289795.250000 Penalty: 4464.606445
	Iteration 32Q: 3 clusters Score -1289795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1289799.250000 Penalty: 4464.606445
	Iteration 33Q: 3 clusters Score -1289799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1289800.875000 Penalty: 4464.606445
	Iteration 34Q: 3 clusters Score -1289801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1289806.625000 Penalty: 4464.606445
	Iteration 35Q: 3 clusters Score -1289807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1289808.125000 Penalty: 4464.606445
	Iteration 36Q: 3 clusters Score -1289808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1289816.625000 Penalty: 4464.606445
	Iteration 37Q: 3 clusters Score -1289817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1289820.375000 Penalty: 4464.606445
	Iteration 38Q: 3 clusters Score -1289820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1289821.625000 Penalty: 4464.606445
	Iteration 39Q: 3 clusters Score -1289822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1289821.625000 Penalty: 4464.606445
	Iteration 40F: 3 clusters Score -1289822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Entering Unmasked Estep 
Score: -4575780.000000 Penalty: 2553.609619
	Iteration 0F: 2 clusters Score -4575780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4555543.500000 Penalty: 5107.219238
	Iteration 0F: 3 clusters Score -4555544 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4562560.000000 Penalty: 5107.219238
	Iteration 1F: 3 clusters Score -4562560 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4562921.000000 Penalty: 5107.219238
	Iteration 2Q: 3 clusters Score -4562921 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4563219.500000 Penalty: 5107.219238
	Iteration 3Q: 3 clusters Score -4563220 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4563432.500000 Penalty: 5107.219238
	Iteration 4Q: 3 clusters Score -4563432 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4563646.000000 Penalty: 5107.219238
	Iteration 5Q: 3 clusters Score -4563646 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4563817.500000 Penalty: 5107.219238
	Iteration 6Q: 3 clusters Score -4563818 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4563999.000000 Penalty: 5107.219238
	Iteration 7Q: 3 clusters Score -4563999 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -4564163.000000 Penalty: 5107.219238
	Iteration 8Q: 3 clusters Score -4564163 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -4564353.000000 Penalty: 5107.219238
	Iteration 9Q: 3 clusters Score -4564353 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4564573.000000 Penalty: 5107.219238
	Iteration 10Q: 3 clusters Score -4564573 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4564777.500000 Penalty: 5107.219238
	Iteration 11Q: 3 clusters Score -4564778 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -4565052.500000 Penalty: 5107.219238
	Iteration 12Q: 3 clusters Score -4565052 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4565338.000000 Penalty: 5107.219238
	Iteration 13Q: 3 clusters Score -4565338 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -4565688.500000 Penalty: 5107.219238
	Iteration 14Q: 3 clusters Score -4565688 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -4566119.000000 Penalty: 5107.219238
	Iteration 15Q: 3 clusters Score -4566119 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4566679.500000 Penalty: 5107.219238
	Iteration 16Q: 3 clusters Score -4566680 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4567255.500000 Penalty: 5107.219238
	Iteration 17Q: 3 clusters Score -4567256 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4567924.500000 Penalty: 5107.219238
	Iteration 18Q: 3 clusters Score -4567924 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4568588.500000 Penalty: 5107.219238
	Iteration 19Q: 3 clusters Score -4568588 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4569329.500000 Penalty: 5107.219238
	Iteration 20F: 3 clusters Score -4569330 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -4569985.000000 Penalty: 5107.219238
	Iteration 21Q: 3 clusters Score -4569985 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4570637.500000 Penalty: 5107.219238
	Iteration 22Q: 3 clusters Score -4570638 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4571174.000000 Penalty: 5107.219238
	Iteration 23Q: 3 clusters Score -4571174 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4571687.000000 Penalty: 5107.219238
	Iteration 24Q: 3 clusters Score -4571687 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -4572108.000000 Penalty: 5107.219238
	Iteration 25Q: 3 clusters Score -4572108 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -4572451.500000 Penalty: 5107.219238
	Iteration 26Q: 3 clusters Score -4572452 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4572742.500000 Penalty: 5107.219238
	Iteration 27Q: 3 clusters Score -4572742 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -4572965.000000 Penalty: 5107.219238
	Iteration 28Q: 3 clusters Score -4572965 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4573098.500000 Penalty: 5107.219238
	Iteration 29Q: 3 clusters Score -4573098 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4573198.000000 Penalty: 5107.219238
	Iteration 30Q: 3 clusters Score -4573198 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4573294.500000 Penalty: 5107.219238
	Iteration 31Q: 3 clusters Score -4573294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -4573353.000000 Penalty: 5107.219238
	Iteration 32Q: 3 clusters Score -4573353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -4573393.000000 Penalty: 5107.219238
	Iteration 33Q: 3 clusters Score -4573393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4573440.000000 Penalty: 5107.219238
	Iteration 34Q: 3 clusters Score -4573440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4573464.000000 Penalty: 5107.219238
	Iteration 35Q: 3 clusters Score -4573464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4573478.000000 Penalty: 5107.219238
	Iteration 36Q: 3 clusters Score -4573478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4573494.000000 Penalty: 5107.219238
	Iteration 37Q: 3 clusters Score -4573494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4573519.500000 Penalty: 5107.219238
	Iteration 38Q: 3 clusters Score -4573520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4573537.500000 Penalty: 5107.219238
	Iteration 39Q: 3 clusters Score -4573538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4573551.000000 Penalty: 5107.219238
	Iteration 40F: 3 clusters Score -4573551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4573558.000000 Penalty: 5107.219238
	Iteration 41Q: 3 clusters Score -4573558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4573574.000000 Penalty: 5107.219238
	Iteration 42Q: 3 clusters Score -4573574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4573589.000000 Penalty: 5107.219238
	Iteration 43Q: 3 clusters Score -4573589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -4573595.000000 Penalty: 5107.219238
	Iteration 44Q: 3 clusters Score -4573595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4573601.000000 Penalty: 5107.219238
	Iteration 45Q: 3 clusters Score -4573601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4573604.500000 Penalty: 5107.219238
	Iteration 46Q: 3 clusters Score -4573604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4573608.500000 Penalty: 5107.219238
	Iteration 47Q: 3 clusters Score -4573608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4573618.000000 Penalty: 5107.219238
	Iteration 48Q: 3 clusters Score -4573618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4573621.500000 Penalty: 5107.219238
	Iteration 49Q: 3 clusters Score -4573622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4573624.000000 Penalty: 5107.219238
	Iteration 50Q: 3 clusters Score -4573624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4573623.000000 Penalty: 5107.219238
	Iteration 51Q: 3 clusters Score -4573623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -4573625.500000 Penalty: 5107.219238
	Iteration 52Q: 3 clusters Score -4573626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -4573631.000000 Penalty: 5107.219238
	Iteration 53Q: 3 clusters Score -4573631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4573634.000000 Penalty: 5107.219238
	Iteration 54Q: 3 clusters Score -4573634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4573634.000000 Penalty: 5107.219238
	Iteration 55Q: 3 clusters Score -4573634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4573634.000000 Penalty: 5107.219238
	Iteration 56Q: 3 clusters Score -4573634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4573634.000000 Penalty: 5107.219238
	Iteration 57F: 3 clusters Score -4573634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Entering Unmasked Estep 
Score: -1127428.750000 Penalty: 2200.411621
	Iteration 0F: 2 clusters Score -1127429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1121539.375000 Penalty: 4400.823242
	Iteration 0F: 3 clusters Score -1121539 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1123136.500000 Penalty: 4400.823242
	Iteration 1F: 3 clusters Score -1123136 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1123478.375000 Penalty: 4400.823242
	Iteration 2F: 3 clusters Score -1123478 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1123767.500000 Penalty: 4400.823242
	Iteration 3F: 3 clusters Score -1123768 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1124031.250000 Penalty: 4400.823242
	Iteration 4F: 3 clusters Score -1124031 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1124242.625000 Penalty: 4400.823242
	Iteration 5F: 3 clusters Score -1124243 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1124436.250000 Penalty: 4400.823242
	Iteration 6Q: 3 clusters Score -1124436 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1124632.000000 Penalty: 4400.823242
	Iteration 7Q: 3 clusters Score -1124632 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1124806.375000 Penalty: 4400.823242
	Iteration 8Q: 3 clusters Score -1124806 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1124969.875000 Penalty: 4400.823242
	Iteration 9Q: 3 clusters Score -1124970 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1125116.125000 Penalty: 4400.823242
	Iteration 10Q: 3 clusters Score -1125116 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1125243.125000 Penalty: 4400.823242
	Iteration 11Q: 3 clusters Score -1125243 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1125365.250000 Penalty: 4400.823242
	Iteration 12Q: 3 clusters Score -1125365 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1125478.750000 Penalty: 4400.823242
	Iteration 13Q: 3 clusters Score -1125479 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1125550.750000 Penalty: 4400.823242
	Iteration 14Q: 3 clusters Score -1125551 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1125620.250000 Penalty: 4400.823242
	Iteration 15Q: 3 clusters Score -1125620 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1125661.000000 Penalty: 4400.823242
	Iteration 16Q: 3 clusters Score -1125661 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1125696.750000 Penalty: 4400.823242
	Iteration 17Q: 3 clusters Score -1125697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1125738.375000 Penalty: 4400.823242
	Iteration 18Q: 3 clusters Score -1125738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1125767.750000 Penalty: 4400.823242
	Iteration 19Q: 3 clusters Score -1125768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1125788.125000 Penalty: 4400.823242
	Iteration 20F: 3 clusters Score -1125788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1125813.500000 Penalty: 4400.823242
	Iteration 21Q: 3 clusters Score -1125814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1125839.625000 Penalty: 4400.823242
	Iteration 22Q: 3 clusters Score -1125840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1125858.875000 Penalty: 4400.823242
	Iteration 23Q: 3 clusters Score -1125859 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1125877.875000 Penalty: 4400.823242
	Iteration 24Q: 3 clusters Score -1125878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1125893.000000 Penalty: 4400.823242
	Iteration 25Q: 3 clusters Score -1125893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1125907.875000 Penalty: 4400.823242
	Iteration 26Q: 3 clusters Score -1125908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1125915.625000 Penalty: 4400.823242
	Iteration 27Q: 3 clusters Score -1125916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1125926.500000 Penalty: 4400.823242
	Iteration 28Q: 3 clusters Score -1125926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1125927.875000 Penalty: 4400.823242
	Iteration 29Q: 3 clusters Score -1125928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1125933.625000 Penalty: 4400.823242
	Iteration 30Q: 3 clusters Score -1125934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1125936.375000 Penalty: 4400.823242
	Iteration 31Q: 3 clusters Score -1125936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1125941.625000 Penalty: 4400.823242
	Iteration 32Q: 3 clusters Score -1125942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1125943.000000 Penalty: 4400.823242
	Iteration 33Q: 3 clusters Score -1125943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1125944.000000 Penalty: 4400.823242
	Iteration 34Q: 3 clusters Score -1125944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1125944.000000 Penalty: 4400.823242
	Iteration 35F: 3 clusters Score -1125944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -450089.968750 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -450090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -446901.031250 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -446901 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -447534.250000 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -447534.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -447694.968750 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -447695 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -447787.250000 Penalty: 3948.839600
	Iteration 3Q: 3 clusters Score -447787.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -447851.000000 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -447851 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -447917.843750 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -447917.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -447975.218750 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -447975.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -448013.343750 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -448013.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -448042.562500 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -448042.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -448067.781250 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -448067.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -448080.093750 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -448080.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -448088.312500 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -448088.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -448101.250000 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -448101.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -448111.375000 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -448111.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -448123.031250 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -448123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -448140.343750 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -448140.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -448164.968750 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -448165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -448194.125000 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -448194.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -448233.218750 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -448233.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -448269.906250 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -448269.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -448314.875000 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -448314.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -448375.406250 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -448375.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -448429.656250 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -448429.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -448482.500000 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -448482.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -448532.437500 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -448532.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -448590.750000 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -448590.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -448650.187500 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -448650.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -448702.062500 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -448702.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -448740.343750 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -448740.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -448756.718750 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -448756.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -448768.125000 Penalty: 3948.839600
	Iteration 30Q: 3 clusters Score -448768.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -448774.187500 Penalty: 3948.839600
	Iteration 31Q: 3 clusters Score -448774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -448782.093750 Penalty: 3948.839600
	Iteration 32Q: 3 clusters Score -448782.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -448791.312500 Penalty: 3948.839600
	Iteration 33Q: 3 clusters Score -448791.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -448797.218750 Penalty: 3948.839600
	Iteration 34Q: 3 clusters Score -448797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -448799.375000 Penalty: 3948.839600
	Iteration 35Q: 3 clusters Score -448799.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -448800.031250 Penalty: 3948.839600
	Iteration 36Q: 3 clusters Score -448800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -448800.031250 Penalty: 3948.839600
	Iteration 37F: 3 clusters Score -448800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -197318.640625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -197318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195143.593750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -195143.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195487.906250 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -195487.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -195618.656250 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -195618.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -195711.031250 Penalty: 3576.565918
	Iteration 3Q: 3 clusters Score -195711 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195757.375000 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -195757.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195829.812500 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -195829.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -195899.828125 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -195899.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -195955.656250 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -195955.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196004.937500 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -196004.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -196047.765625 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -196047.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -196072.156250 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -196072.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -196102.125000 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -196102.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -196139.656250 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -196139.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -196171.812500 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -196171.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -196214.078125 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -196214.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -196247.625000 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -196247.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196265.640625 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -196265.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -196288.062500 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -196288.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -196303.718750 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -196303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -196313.328125 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -196313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -196319.671875 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -196319.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196330.921875 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -196330.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -196337.046875 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -196337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -196342.859375 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -196342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -196348.031250 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -196348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -196351.953125 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -196352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -196353.250000 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -196353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -196358.046875 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -196358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -196360.750000 Penalty: 3576.565918
	Iteration 28Q: 3 clusters Score -196360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -196362.640625 Penalty: 3576.565918
	Iteration 29Q: 3 clusters Score -196362.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196363.031250 Penalty: 3576.565918
	Iteration 30Q: 3 clusters Score -196363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -196363.031250 Penalty: 3576.565918
	Iteration 31F: 3 clusters Score -196363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Entering Unmasked Estep 
Score: -1577077.500000 Penalty: 2281.546631
	Iteration 0F: 2 clusters Score -1577078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1569419.375000 Penalty: 4563.093262
	Iteration 0F: 3 clusters Score -1569419 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1571618.000000 Penalty: 4563.093262
	Iteration 1F: 3 clusters Score -1571618 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1571905.625000 Penalty: 4563.093262
	Iteration 2F: 3 clusters Score -1571906 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1572101.250000 Penalty: 4563.093262
	Iteration 3Q: 3 clusters Score -1572101 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1572253.500000 Penalty: 4563.093262
	Iteration 4Q: 3 clusters Score -1572254 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1572395.875000 Penalty: 4563.093262
	Iteration 5Q: 3 clusters Score -1572396 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1572514.875000 Penalty: 4563.093262
	Iteration 6Q: 3 clusters Score -1572515 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1572613.625000 Penalty: 4563.093262
	Iteration 7Q: 3 clusters Score -1572614 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1572731.875000 Penalty: 4563.093262
	Iteration 8Q: 3 clusters Score -1572732 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1572869.000000 Penalty: 4563.093262
	Iteration 9Q: 3 clusters Score -1572869 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1572994.250000 Penalty: 4563.093262
	Iteration 10Q: 3 clusters Score -1572994 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1573155.125000 Penalty: 4563.093262
	Iteration 11Q: 3 clusters Score -1573155 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1573360.875000 Penalty: 4563.093262
	Iteration 12Q: 3 clusters Score -1573361 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1573584.375000 Penalty: 4563.093262
	Iteration 13Q: 3 clusters Score -1573584 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1573848.250000 Penalty: 4563.093262
	Iteration 14Q: 3 clusters Score -1573848 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1574099.125000 Penalty: 4563.093262
	Iteration 15Q: 3 clusters Score -1574099 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1574339.750000 Penalty: 4563.093262
	Iteration 16Q: 3 clusters Score -1574340 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1574530.625000 Penalty: 4563.093262
	Iteration 17Q: 3 clusters Score -1574531 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1574680.250000 Penalty: 4563.093262
	Iteration 18Q: 3 clusters Score -1574680 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1574793.875000 Penalty: 4563.093262
	Iteration 19Q: 3 clusters Score -1574794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1574857.375000 Penalty: 4563.093262
	Iteration 20F: 3 clusters Score -1574857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1574916.625000 Penalty: 4563.093262
	Iteration 21Q: 3 clusters Score -1574917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1574965.875000 Penalty: 4563.093262
	Iteration 22Q: 3 clusters Score -1574966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1575001.375000 Penalty: 4563.093262
	Iteration 23Q: 3 clusters Score -1575001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1575044.875000 Penalty: 4563.093262
	Iteration 24Q: 3 clusters Score -1575045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1575072.375000 Penalty: 4563.093262
	Iteration 25Q: 3 clusters Score -1575072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1575113.000000 Penalty: 4563.093262
	Iteration 26Q: 3 clusters Score -1575113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1575152.000000 Penalty: 4563.093262
	Iteration 27Q: 3 clusters Score -1575152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1575178.125000 Penalty: 4563.093262
	Iteration 28Q: 3 clusters Score -1575178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1575189.125000 Penalty: 4563.093262
	Iteration 29Q: 3 clusters Score -1575189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1575200.125000 Penalty: 4563.093262
	Iteration 30Q: 3 clusters Score -1575200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1575205.000000 Penalty: 4563.093262
	Iteration 31Q: 3 clusters Score -1575205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1575212.250000 Penalty: 4563.093262
	Iteration 32Q: 3 clusters Score -1575212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1575213.375000 Penalty: 4563.093262
	Iteration 33Q: 3 clusters Score -1575213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1575211.500000 Penalty: 4563.093262
	Iteration 34Q: 3 clusters Score -1575212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1575213.500000 Penalty: 4563.093262
	Iteration 35Q: 3 clusters Score -1575214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1575212.750000 Penalty: 4563.093262
	Iteration 36Q: 3 clusters Score -1575213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1575214.875000 Penalty: 4563.093262
	Iteration 37Q: 3 clusters Score -1575215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1575217.500000 Penalty: 4563.093262
	Iteration 38Q: 3 clusters Score -1575218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1575220.125000 Penalty: 4563.093262
	Iteration 39Q: 3 clusters Score -1575220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1575219.125000 Penalty: 4563.093262
	Iteration 40F: 3 clusters Score -1575219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1575221.625000 Penalty: 4563.093262
	Iteration 41Q: 3 clusters Score -1575222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1575221.125000 Penalty: 4563.093262
	Iteration 42Q: 3 clusters Score -1575221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1575222.000000 Penalty: 4563.093262
	Iteration 43Q: 3 clusters Score -1575222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1575224.000000 Penalty: 4563.093262
	Iteration 44Q: 3 clusters Score -1575224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1575224.000000 Penalty: 4563.093262
	Iteration 45F: 3 clusters Score -1575224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -123888.500000 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -123888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -122095.226562 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -122095.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -122487.312500 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -122487.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -122639.164062 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -122639.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -122788.804688 Penalty: 3374.538574
	Iteration 3F: 3 clusters Score -122788.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -122966.617188 Penalty: 3374.538574
	Iteration 4F: 3 clusters Score -122966.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123124.843750 Penalty: 3374.538574
	Iteration 5F: 3 clusters Score -123124.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -123314.351562 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -123314.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -123779.093750 Penalty: 3374.538574
	Iteration 7F: 3 clusters Score -123779.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124409.914062 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -124409.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -125419.734375 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -125419.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -125478.656250 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -125478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -125528.500000 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -125528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125589.382812 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -125589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -125631.468750 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -125631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -125704.492188 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -125704.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -125790.117188 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -125790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -125893.976562 Penalty: 3374.538574
	Iteration 16Q: 3 clusters Score -125894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -126058.921875 Penalty: 3374.538574
	Iteration 17Q: 3 clusters Score -126058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -126368.671875 Penalty: 3374.538574
	Iteration 18Q: 3 clusters Score -126368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -126368.671875 Penalty: 3374.538574
	Iteration 19F: 3 clusters Score -126368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112081 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34926 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29638 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124662 members 
Mstep: Class 25 contains 1127 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101779 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24708 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7658 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5645 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 2864 members 
Entering Unmasked Estep 
Score: -86705280.000000 Penalty: 131381.765625
Splitting cluster 15 changes total score from -86704512.000000 to -86705280.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 16 (6719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Entering Unmasked Estep 
Score: -1047697.250000 Penalty: 2185.548340
	Iteration 0F: 2 clusters Score -1047697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1042117.875000 Penalty: 4371.096680
	Iteration 0F: 3 clusters Score -1042118 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1043617.312500 Penalty: 4371.096680
	Iteration 1F: 3 clusters Score -1043617 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1043882.250000 Penalty: 4371.096680
	Iteration 2F: 3 clusters Score -1043882 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1044090.250000 Penalty: 4371.096680
	Iteration 3F: 3 clusters Score -1044090 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1044299.375000 Penalty: 4371.096680
	Iteration 4Q: 3 clusters Score -1044299 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1044481.000000 Penalty: 4371.096680
	Iteration 5Q: 3 clusters Score -1044481 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1044641.937500 Penalty: 4371.096680
	Iteration 6Q: 3 clusters Score -1044642 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1044785.062500 Penalty: 4371.096680
	Iteration 7Q: 3 clusters Score -1044785 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1044921.625000 Penalty: 4371.096680
	Iteration 8Q: 3 clusters Score -1044922 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1045031.250000 Penalty: 4371.096680
	Iteration 9Q: 3 clusters Score -1045031 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1045144.625000 Penalty: 4371.096680
	Iteration 10Q: 3 clusters Score -1045145 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1045273.437500 Penalty: 4371.096680
	Iteration 11Q: 3 clusters Score -1045273 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1045379.937500 Penalty: 4371.096680
	Iteration 12Q: 3 clusters Score -1045380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1045469.500000 Penalty: 4371.096680
	Iteration 13Q: 3 clusters Score -1045470 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1045548.375000 Penalty: 4371.096680
	Iteration 14Q: 3 clusters Score -1045548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1045627.687500 Penalty: 4371.096680
	Iteration 15Q: 3 clusters Score -1045628 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1045704.000000 Penalty: 4371.096680
	Iteration 16Q: 3 clusters Score -1045704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1045772.750000 Penalty: 4371.096680
	Iteration 17Q: 3 clusters Score -1045773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1045817.125000 Penalty: 4371.096680
	Iteration 18Q: 3 clusters Score -1045817 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1045849.437500 Penalty: 4371.096680
	Iteration 19Q: 3 clusters Score -1045849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1045874.125000 Penalty: 4371.096680
	Iteration 20F: 3 clusters Score -1045874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1045906.812500 Penalty: 4371.096680
	Iteration 21Q: 3 clusters Score -1045907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1045936.625000 Penalty: 4371.096680
	Iteration 22Q: 3 clusters Score -1045937 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1045972.312500 Penalty: 4371.096680
	Iteration 23Q: 3 clusters Score -1045972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1045998.875000 Penalty: 4371.096680
	Iteration 24Q: 3 clusters Score -1045999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1046021.375000 Penalty: 4371.096680
	Iteration 25Q: 3 clusters Score -1046021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1046036.500000 Penalty: 4371.096680
	Iteration 26Q: 3 clusters Score -1046036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1046046.750000 Penalty: 4371.096680
	Iteration 27Q: 3 clusters Score -1046047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1046058.937500 Penalty: 4371.096680
	Iteration 28Q: 3 clusters Score -1046059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1046069.750000 Penalty: 4371.096680
	Iteration 29Q: 3 clusters Score -1046070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1046074.375000 Penalty: 4371.096680
	Iteration 30Q: 3 clusters Score -1046074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1046078.562500 Penalty: 4371.096680
	Iteration 31Q: 3 clusters Score -1046079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1046080.500000 Penalty: 4371.096680
	Iteration 32Q: 3 clusters Score -1046080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1046081.750000 Penalty: 4371.096680
	Iteration 33Q: 3 clusters Score -1046082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1046081.750000 Penalty: 4371.096680
	Iteration 34F: 3 clusters Score -1046082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -185373.015625 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -185373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -183257.000000 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -183257 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -183680.078125 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -183680.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183807.062500 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -183807.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -183894.609375 Penalty: 3555.615723
	Iteration 3Q: 3 clusters Score -183894.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183969.125000 Penalty: 3555.615723
	Iteration 4Q: 3 clusters Score -183969.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -184044.375000 Penalty: 3555.615723
	Iteration 5Q: 3 clusters Score -184044.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -184091.765625 Penalty: 3555.615723
	Iteration 6Q: 3 clusters Score -184091.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -184140.421875 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -184140.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -184190.156250 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -184190.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -184226.953125 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -184227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -184253.218750 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -184253.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -184269.500000 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -184269.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -184286.234375 Penalty: 3555.615723
	Iteration 12Q: 3 clusters Score -184286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -184298.437500 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -184298.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -184315.750000 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -184315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -184337.593750 Penalty: 3555.615723
	Iteration 15Q: 3 clusters Score -184337.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184356.625000 Penalty: 3555.615723
	Iteration 16Q: 3 clusters Score -184356.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -184364.187500 Penalty: 3555.615723
	Iteration 17Q: 3 clusters Score -184364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -184368.343750 Penalty: 3555.615723
	Iteration 18Q: 3 clusters Score -184368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -184376.375000 Penalty: 3555.615723
	Iteration 19Q: 3 clusters Score -184376.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -184385.703125 Penalty: 3555.615723
	Iteration 20F: 3 clusters Score -184385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -184400.062500 Penalty: 3555.615723
	Iteration 21Q: 3 clusters Score -184400.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -184410.187500 Penalty: 3555.615723
	Iteration 22Q: 3 clusters Score -184410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -184418.578125 Penalty: 3555.615723
	Iteration 23Q: 3 clusters Score -184418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -184427.468750 Penalty: 3555.615723
	Iteration 24Q: 3 clusters Score -184427.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -184435.375000 Penalty: 3555.615723
	Iteration 25Q: 3 clusters Score -184435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -184441.437500 Penalty: 3555.615723
	Iteration 26Q: 3 clusters Score -184441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -184455.406250 Penalty: 3555.615723
	Iteration 27Q: 3 clusters Score -184455.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -184470.671875 Penalty: 3555.615723
	Iteration 28Q: 3 clusters Score -184470.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -184479.031250 Penalty: 3555.615723
	Iteration 29Q: 3 clusters Score -184479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -184487.687500 Penalty: 3555.615723
	Iteration 30Q: 3 clusters Score -184487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -184494.343750 Penalty: 3555.615723
	Iteration 31Q: 3 clusters Score -184494.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -184503.671875 Penalty: 3555.615723
	Iteration 32Q: 3 clusters Score -184503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -184509.781250 Penalty: 3555.615723
	Iteration 33Q: 3 clusters Score -184509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -184513.703125 Penalty: 3555.615723
	Iteration 34Q: 3 clusters Score -184513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -184514.500000 Penalty: 3555.615723
	Iteration 35Q: 3 clusters Score -184514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -184514.500000 Penalty: 3555.615723
	Iteration 36F: 3 clusters Score -184514.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Entering Unmasked Estep 
Score: -902576.125000 Penalty: 2160.111084
	Iteration 0F: 2 clusters Score -902576.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -897420.312500 Penalty: 4320.222168
	Iteration 0F: 3 clusters Score -897420.3 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -898808.187500 Penalty: 4320.222168
	Iteration 1F: 3 clusters Score -898808.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -899110.875000 Penalty: 4320.222168
	Iteration 2F: 3 clusters Score -899110.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -899302.875000 Penalty: 4320.222168
	Iteration 3F: 3 clusters Score -899302.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -899436.812500 Penalty: 4320.222168
	Iteration 4Q: 3 clusters Score -899436.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -899572.875000 Penalty: 4320.222168
	Iteration 5Q: 3 clusters Score -899572.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -899696.187500 Penalty: 4320.222168
	Iteration 6Q: 3 clusters Score -899696.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -899825.875000 Penalty: 4320.222168
	Iteration 7Q: 3 clusters Score -899825.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -899954.500000 Penalty: 4320.222168
	Iteration 8Q: 3 clusters Score -899954.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -900084.500000 Penalty: 4320.222168
	Iteration 9Q: 3 clusters Score -900084.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -900201.375000 Penalty: 4320.222168
	Iteration 10Q: 3 clusters Score -900201.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -900309.250000 Penalty: 4320.222168
	Iteration 11Q: 3 clusters Score -900309.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -900418.125000 Penalty: 4320.222168
	Iteration 12Q: 3 clusters Score -900418.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -900525.687500 Penalty: 4320.222168
	Iteration 13Q: 3 clusters Score -900525.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -900638.375000 Penalty: 4320.222168
	Iteration 14Q: 3 clusters Score -900638.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -900761.125000 Penalty: 4320.222168
	Iteration 15Q: 3 clusters Score -900761.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -900872.000000 Penalty: 4320.222168
	Iteration 16Q: 3 clusters Score -900872 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -900967.000000 Penalty: 4320.222168
	Iteration 17Q: 3 clusters Score -900967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -901029.687500 Penalty: 4320.222168
	Iteration 18Q: 3 clusters Score -901029.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -901082.062500 Penalty: 4320.222168
	Iteration 19Q: 3 clusters Score -901082.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -901123.500000 Penalty: 4320.222168
	Iteration 20F: 3 clusters Score -901123.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -901148.562500 Penalty: 4320.222168
	Iteration 21Q: 3 clusters Score -901148.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -901174.375000 Penalty: 4320.222168
	Iteration 22Q: 3 clusters Score -901174.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -901196.750000 Penalty: 4320.222168
	Iteration 23Q: 3 clusters Score -901196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -901207.312500 Penalty: 4320.222168
	Iteration 24Q: 3 clusters Score -901207.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -901225.937500 Penalty: 4320.222168
	Iteration 25Q: 3 clusters Score -901225.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -901232.062500 Penalty: 4320.222168
	Iteration 26Q: 3 clusters Score -901232.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -901237.437500 Penalty: 4320.222168
	Iteration 27Q: 3 clusters Score -901237.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -901240.687500 Penalty: 4320.222168
	Iteration 28Q: 3 clusters Score -901240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -901242.375000 Penalty: 4320.222168
	Iteration 29Q: 3 clusters Score -901242.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -901242.375000 Penalty: 4320.222168
	Iteration 30F: 3 clusters Score -901242.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -61854.597656 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -61854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60382.710938 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -60382.71 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60572.984375 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -60572.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60627.589844 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -60627.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60666.410156 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -60666.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -60693.105469 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -60693.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60703.187500 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -60703.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60706.945312 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -60706.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60711.597656 Penalty: 3052.809570
	Iteration 7Q: 3 clusters Score -60711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60713.718750 Penalty: 3052.809570
	Iteration 8Q: 3 clusters Score -60713.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60713.718750 Penalty: 3052.809570
	Iteration 9F: 3 clusters Score -60713.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Entering Unmasked Estep 
Score: -1392288.375000 Penalty: 2256.265137
	Iteration 0F: 2 clusters Score -1392288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1385281.875000 Penalty: 4512.530273
	Iteration 0F: 3 clusters Score -1385282 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1387249.125000 Penalty: 4512.530273
	Iteration 1F: 3 clusters Score -1387249 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1387524.500000 Penalty: 4512.530273
	Iteration 2F: 3 clusters Score -1387524 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1387677.500000 Penalty: 4512.530273
	Iteration 3Q: 3 clusters Score -1387678 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1387784.875000 Penalty: 4512.530273
	Iteration 4Q: 3 clusters Score -1387785 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1387881.250000 Penalty: 4512.530273
	Iteration 5Q: 3 clusters Score -1387881 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1387971.250000 Penalty: 4512.530273
	Iteration 6Q: 3 clusters Score -1387971 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1388045.875000 Penalty: 4512.530273
	Iteration 7Q: 3 clusters Score -1388046 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1388118.500000 Penalty: 4512.530273
	Iteration 8Q: 3 clusters Score -1388118 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1388178.000000 Penalty: 4512.530273
	Iteration 9Q: 3 clusters Score -1388178 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1388247.000000 Penalty: 4512.530273
	Iteration 10Q: 3 clusters Score -1388247 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1388302.125000 Penalty: 4512.530273
	Iteration 11Q: 3 clusters Score -1388302 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1388336.875000 Penalty: 4512.530273
	Iteration 12Q: 3 clusters Score -1388337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1388378.750000 Penalty: 4512.530273
	Iteration 13Q: 3 clusters Score -1388379 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1388415.500000 Penalty: 4512.530273
	Iteration 14Q: 3 clusters Score -1388416 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1388449.875000 Penalty: 4512.530273
	Iteration 15Q: 3 clusters Score -1388450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1388479.250000 Penalty: 4512.530273
	Iteration 16Q: 3 clusters Score -1388479 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1388515.125000 Penalty: 4512.530273
	Iteration 17Q: 3 clusters Score -1388515 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1388550.625000 Penalty: 4512.530273
	Iteration 18Q: 3 clusters Score -1388551 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1388595.750000 Penalty: 4512.530273
	Iteration 19Q: 3 clusters Score -1388596 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1388661.125000 Penalty: 4512.530273
	Iteration 20F: 3 clusters Score -1388661 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1388729.125000 Penalty: 4512.530273
	Iteration 21Q: 3 clusters Score -1388729 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1388802.875000 Penalty: 4512.530273
	Iteration 22Q: 3 clusters Score -1388803 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1388893.000000 Penalty: 4512.530273
	Iteration 23Q: 3 clusters Score -1388893 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1388994.250000 Penalty: 4512.530273
	Iteration 24Q: 3 clusters Score -1388994 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1389103.250000 Penalty: 4512.530273
	Iteration 25Q: 3 clusters Score -1389103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1389221.625000 Penalty: 4512.530273
	Iteration 26Q: 3 clusters Score -1389222 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1389352.875000 Penalty: 4512.530273
	Iteration 27Q: 3 clusters Score -1389353 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1389488.125000 Penalty: 4512.530273
	Iteration 28Q: 3 clusters Score -1389488 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1389608.375000 Penalty: 4512.530273
	Iteration 29Q: 3 clusters Score -1389608 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1389691.875000 Penalty: 4512.530273
	Iteration 30Q: 3 clusters Score -1389692 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1389763.875000 Penalty: 4512.530273
	Iteration 31Q: 3 clusters Score -1389764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1389828.250000 Penalty: 4512.530273
	Iteration 32Q: 3 clusters Score -1389828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1389891.000000 Penalty: 4512.530273
	Iteration 33Q: 3 clusters Score -1389891 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1389953.875000 Penalty: 4512.530273
	Iteration 34Q: 3 clusters Score -1389954 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1390011.875000 Penalty: 4512.530273
	Iteration 35Q: 3 clusters Score -1390012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1390059.125000 Penalty: 4512.530273
	Iteration 36Q: 3 clusters Score -1390059 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1390108.500000 Penalty: 4512.530273
	Iteration 37Q: 3 clusters Score -1390108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1390155.875000 Penalty: 4512.530273
	Iteration 38Q: 3 clusters Score -1390156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1390187.875000 Penalty: 4512.530273
	Iteration 39Q: 3 clusters Score -1390188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1390221.500000 Penalty: 4512.530273
	Iteration 40F: 3 clusters Score -1390222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1390245.125000 Penalty: 4512.530273
	Iteration 41Q: 3 clusters Score -1390245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1390264.125000 Penalty: 4512.530273
	Iteration 42Q: 3 clusters Score -1390264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1390282.875000 Penalty: 4512.530273
	Iteration 43Q: 3 clusters Score -1390283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1390298.625000 Penalty: 4512.530273
	Iteration 44Q: 3 clusters Score -1390299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1390305.500000 Penalty: 4512.530273
	Iteration 45Q: 3 clusters Score -1390306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1390311.250000 Penalty: 4512.530273
	Iteration 46Q: 3 clusters Score -1390311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1390312.125000 Penalty: 4512.530273
	Iteration 47Q: 3 clusters Score -1390312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1390311.750000 Penalty: 4512.530273
	Iteration 48Q: 3 clusters Score -1390312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1390311.750000 Penalty: 4512.530273
	Iteration 49F: 3 clusters Score -1390312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -1254600.375000 Penalty: 2239.562988
	Iteration 0F: 2 clusters Score -1254600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1247974.375000 Penalty: 4479.125977
	Iteration 0F: 3 clusters Score -1247974 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1249732.000000 Penalty: 4479.125977
	Iteration 1F: 3 clusters Score -1249732 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1250082.000000 Penalty: 4479.125977
	Iteration 2F: 3 clusters Score -1250082 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1250337.500000 Penalty: 4479.125977
	Iteration 3F: 3 clusters Score -1250338 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1250552.375000 Penalty: 4479.125977
	Iteration 4Q: 3 clusters Score -1250552 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1250719.250000 Penalty: 4479.125977
	Iteration 5Q: 3 clusters Score -1250719 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1250873.625000 Penalty: 4479.125977
	Iteration 6Q: 3 clusters Score -1250874 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1251000.125000 Penalty: 4479.125977
	Iteration 7Q: 3 clusters Score -1251000 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1251111.875000 Penalty: 4479.125977
	Iteration 8Q: 3 clusters Score -1251112 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1251222.000000 Penalty: 4479.125977
	Iteration 9Q: 3 clusters Score -1251222 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1251337.625000 Penalty: 4479.125977
	Iteration 10Q: 3 clusters Score -1251338 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1251455.125000 Penalty: 4479.125977
	Iteration 11Q: 3 clusters Score -1251455 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1251569.875000 Penalty: 4479.125977
	Iteration 12Q: 3 clusters Score -1251570 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1251680.875000 Penalty: 4479.125977
	Iteration 13Q: 3 clusters Score -1251681 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1251797.125000 Penalty: 4479.125977
	Iteration 14Q: 3 clusters Score -1251797 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1251918.500000 Penalty: 4479.125977
	Iteration 15Q: 3 clusters Score -1251918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1252026.625000 Penalty: 4479.125977
	Iteration 16Q: 3 clusters Score -1252027 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1252127.125000 Penalty: 4479.125977
	Iteration 17Q: 3 clusters Score -1252127 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1252231.375000 Penalty: 4479.125977
	Iteration 18Q: 3 clusters Score -1252231 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1252321.000000 Penalty: 4479.125977
	Iteration 19Q: 3 clusters Score -1252321 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1252406.125000 Penalty: 4479.125977
	Iteration 20F: 3 clusters Score -1252406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1252467.375000 Penalty: 4479.125977
	Iteration 21Q: 3 clusters Score -1252467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1252515.750000 Penalty: 4479.125977
	Iteration 22Q: 3 clusters Score -1252516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1252561.500000 Penalty: 4479.125977
	Iteration 23Q: 3 clusters Score -1252562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1252597.375000 Penalty: 4479.125977
	Iteration 24Q: 3 clusters Score -1252597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1252625.625000 Penalty: 4479.125977
	Iteration 25Q: 3 clusters Score -1252626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1252654.875000 Penalty: 4479.125977
	Iteration 26Q: 3 clusters Score -1252655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1252683.000000 Penalty: 4479.125977
	Iteration 27Q: 3 clusters Score -1252683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1252699.500000 Penalty: 4479.125977
	Iteration 28Q: 3 clusters Score -1252700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1252711.250000 Penalty: 4479.125977
	Iteration 29Q: 3 clusters Score -1252711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1252722.125000 Penalty: 4479.125977
	Iteration 30Q: 3 clusters Score -1252722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1252740.500000 Penalty: 4479.125977
	Iteration 31Q: 3 clusters Score -1252740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1252749.375000 Penalty: 4479.125977
	Iteration 32Q: 3 clusters Score -1252749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1252759.000000 Penalty: 4479.125977
	Iteration 33Q: 3 clusters Score -1252759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1252762.875000 Penalty: 4479.125977
	Iteration 34Q: 3 clusters Score -1252763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1252766.000000 Penalty: 4479.125977
	Iteration 35Q: 3 clusters Score -1252766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1252765.375000 Penalty: 4479.125977
	Iteration 36Q: 3 clusters Score -1252765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1252766.125000 Penalty: 4479.125977
	Iteration 37Q: 3 clusters Score -1252766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1252766.000000 Penalty: 4479.125977
	Iteration 38Q: 3 clusters Score -1252766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1252766.000000 Penalty: 4479.125977
	Iteration 39F: 3 clusters Score -1252766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -92321.093750 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -92321.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90730.015625 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -90730.02 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91120.742188 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -91120.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91218.843750 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -91218.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91268.968750 Penalty: 3234.958008
	Iteration 3Q: 3 clusters Score -91268.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91304.468750 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -91304.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91324.578125 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -91324.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -91341.867188 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -91341.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91346.468750 Penalty: 3234.958008
	Iteration 7Q: 3 clusters Score -91346.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91359.304688 Penalty: 3234.958008
	Iteration 8Q: 3 clusters Score -91359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91361.429688 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -91361.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91362.203125 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -91362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91362.203125 Penalty: 3234.958008
	Iteration 11F: 3 clusters Score -91362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -595204.875000 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -595204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -591434.062500 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -591434.1 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -592290.312500 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -592290.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -592454.000000 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -592454 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -592549.500000 Penalty: 4092.307373
	Iteration 3Q: 3 clusters Score -592549.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -592615.312500 Penalty: 4092.307373
	Iteration 4Q: 3 clusters Score -592615.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -592663.375000 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -592663.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -592696.187500 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -592696.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -592724.562500 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -592724.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -592745.187500 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -592745.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -592764.625000 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -592764.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -592786.875000 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -592786.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -592808.187500 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -592808.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -592826.562500 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -592826.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -592843.875000 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -592843.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -592862.562500 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -592862.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -592875.812500 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -592875.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -592888.375000 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -592888.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -592903.187500 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -592903.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -592918.937500 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -592918.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -592934.125000 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -592934.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -592950.375000 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -592950.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -592963.687500 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -592963.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -592978.187500 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -592978.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -592992.750000 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -592992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -593002.937500 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -593002.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -593013.187500 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -593013.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -593022.312500 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -593022.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -593031.875000 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -593031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -593036.937500 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -593036.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -593042.750000 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -593042.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -593051.812500 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -593051.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -593056.250000 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -593056.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -593057.250000 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -593057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -593061.125000 Penalty: 4092.307373
	Iteration 33Q: 3 clusters Score -593061.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -593068.687500 Penalty: 4092.307373
	Iteration 34Q: 3 clusters Score -593068.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -593073.187500 Penalty: 4092.307373
	Iteration 35Q: 3 clusters Score -593073.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -593081.312500 Penalty: 4092.307373
	Iteration 36Q: 3 clusters Score -593081.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -593088.937500 Penalty: 4092.307373
	Iteration 37Q: 3 clusters Score -593088.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -593096.250000 Penalty: 4092.307373
	Iteration 38Q: 3 clusters Score -593096.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -593103.375000 Penalty: 4092.307373
	Iteration 39Q: 3 clusters Score -593103.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -593110.687500 Penalty: 4092.307373
	Iteration 40F: 3 clusters Score -593110.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -593113.937500 Penalty: 4092.307373
	Iteration 41Q: 3 clusters Score -593113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -593118.375000 Penalty: 4092.307373
	Iteration 42Q: 3 clusters Score -593118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -593123.625000 Penalty: 4092.307373
	Iteration 43Q: 3 clusters Score -593123.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -593130.500000 Penalty: 4092.307373
	Iteration 44Q: 3 clusters Score -593130.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -593137.437500 Penalty: 4092.307373
	Iteration 45Q: 3 clusters Score -593137.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -593145.875000 Penalty: 4092.307373
	Iteration 46Q: 3 clusters Score -593145.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -593154.250000 Penalty: 4092.307373
	Iteration 47Q: 3 clusters Score -593154.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -593162.937500 Penalty: 4092.307373
	Iteration 48Q: 3 clusters Score -593162.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -593176.187500 Penalty: 4092.307373
	Iteration 49Q: 3 clusters Score -593176.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -593189.500000 Penalty: 4092.307373
	Iteration 50Q: 3 clusters Score -593189.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -593205.375000 Penalty: 4092.307373
	Iteration 51Q: 3 clusters Score -593205.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -593220.312500 Penalty: 4092.307373
	Iteration 52Q: 3 clusters Score -593220.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -593231.750000 Penalty: 4092.307373
	Iteration 53Q: 3 clusters Score -593231.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -593239.125000 Penalty: 4092.307373
	Iteration 54Q: 3 clusters Score -593239.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -593246.250000 Penalty: 4092.307373
	Iteration 55Q: 3 clusters Score -593246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -593249.250000 Penalty: 4092.307373
	Iteration 56Q: 3 clusters Score -593249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -593253.562500 Penalty: 4092.307373
	Iteration 57Q: 3 clusters Score -593253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -593257.250000 Penalty: 4092.307373
	Iteration 58Q: 3 clusters Score -593257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -593260.750000 Penalty: 4092.307373
	Iteration 59Q: 3 clusters Score -593260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -593263.750000 Penalty: 4092.307373
	Iteration 60F: 3 clusters Score -593263.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -593267.562500 Penalty: 4092.307373
	Iteration 61Q: 3 clusters Score -593267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -593275.000000 Penalty: 4092.307373
	Iteration 62Q: 3 clusters Score -593275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -593282.250000 Penalty: 4092.307373
	Iteration 63Q: 3 clusters Score -593282.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -593292.500000 Penalty: 4092.307373
	Iteration 64Q: 3 clusters Score -593292.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -593299.437500 Penalty: 4092.307373
	Iteration 65Q: 3 clusters Score -593299.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -593308.187500 Penalty: 4092.307373
	Iteration 66Q: 3 clusters Score -593308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -593310.812500 Penalty: 4092.307373
	Iteration 67Q: 3 clusters Score -593310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -593315.875000 Penalty: 4092.307373
	Iteration 68Q: 3 clusters Score -593315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -593319.687500 Penalty: 4092.307373
	Iteration 69Q: 3 clusters Score -593319.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -593323.625000 Penalty: 4092.307373
	Iteration 70Q: 3 clusters Score -593323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -593327.187500 Penalty: 4092.307373
	Iteration 71Q: 3 clusters Score -593327.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -593333.312500 Penalty: 4092.307373
	Iteration 72Q: 3 clusters Score -593333.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -593337.375000 Penalty: 4092.307373
	Iteration 73Q: 3 clusters Score -593337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -593341.812500 Penalty: 4092.307373
	Iteration 74Q: 3 clusters Score -593341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -593343.937500 Penalty: 4092.307373
	Iteration 75Q: 3 clusters Score -593343.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -593349.437500 Penalty: 4092.307373
	Iteration 76Q: 3 clusters Score -593349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -593352.750000 Penalty: 4092.307373
	Iteration 77Q: 3 clusters Score -593352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -593355.187500 Penalty: 4092.307373
	Iteration 78Q: 3 clusters Score -593355.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -593357.937500 Penalty: 4092.307373
	Iteration 79Q: 3 clusters Score -593357.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -593361.187500 Penalty: 4092.307373
	Iteration 80F: 3 clusters Score -593361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -593364.625000 Penalty: 4092.307373
	Iteration 81Q: 3 clusters Score -593364.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -593369.625000 Penalty: 4092.307373
	Iteration 82Q: 3 clusters Score -593369.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -593376.187500 Penalty: 4092.307373
	Iteration 83Q: 3 clusters Score -593376.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -593383.187500 Penalty: 4092.307373
	Iteration 84Q: 3 clusters Score -593383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -593386.312500 Penalty: 4092.307373
	Iteration 85Q: 3 clusters Score -593386.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -593390.375000 Penalty: 4092.307373
	Iteration 86Q: 3 clusters Score -593390.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -593395.562500 Penalty: 4092.307373
	Iteration 87Q: 3 clusters Score -593395.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -593400.750000 Penalty: 4092.307373
	Iteration 88Q: 3 clusters Score -593400.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -593408.437500 Penalty: 4092.307373
	Iteration 89Q: 3 clusters Score -593408.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -593412.625000 Penalty: 4092.307373
	Iteration 90Q: 3 clusters Score -593412.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -593416.625000 Penalty: 4092.307373
	Iteration 91Q: 3 clusters Score -593416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -593421.500000 Penalty: 4092.307373
	Iteration 92Q: 3 clusters Score -593421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -593425.437500 Penalty: 4092.307373
	Iteration 93Q: 3 clusters Score -593425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -593426.937500 Penalty: 4092.307373
	Iteration 94Q: 3 clusters Score -593426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -593430.312500 Penalty: 4092.307373
	Iteration 95Q: 3 clusters Score -593430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -593432.625000 Penalty: 4092.307373
	Iteration 96Q: 3 clusters Score -593432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -593435.500000 Penalty: 4092.307373
	Iteration 97Q: 3 clusters Score -593435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -593437.812500 Penalty: 4092.307373
	Iteration 98Q: 3 clusters Score -593437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -593442.062500 Penalty: 4092.307373
	Iteration 99Q: 3 clusters Score -593442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -593445.500000 Penalty: 4092.307373
	Iteration 100F: 3 clusters Score -593445.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -593446.625000 Penalty: 4092.307373
	Iteration 101Q: 3 clusters Score -593446.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -593448.687500 Penalty: 4092.307373
	Iteration 102Q: 3 clusters Score -593448.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -593448.937500 Penalty: 4092.307373
	Iteration 103Q: 3 clusters Score -593448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -593451.500000 Penalty: 4092.307373
	Iteration 104Q: 3 clusters Score -593451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -593451.187500 Penalty: 4092.307373
	Iteration 105Q: 3 clusters Score -593451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -593451.187500 Penalty: 4092.307373
	Iteration 106F: 3 clusters Score -593451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124662 members 
Entering Unmasked Estep 
Score: -19596324.000000 Penalty: 2909.873535
	Iteration 0F: 2 clusters Score -1.959632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -19516990.000000 Penalty: 5819.747070
	Iteration 0F: 3 clusters Score -1.951699e+07 nChanged 59345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -19551230.000000 Penalty: 5819.747070
	Iteration 1F: 3 clusters Score -1.955123e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -19552118.000000 Penalty: 5819.747070
	Iteration 2Q: 3 clusters Score -1.955212e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -19553332.000000 Penalty: 5819.747070
	Iteration 3Q: 3 clusters Score -1.955333e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -19554950.000000 Penalty: 5819.747070
	Iteration 4Q: 3 clusters Score -1.955495e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -19557180.000000 Penalty: 5819.747070
	Iteration 5Q: 3 clusters Score -1.955718e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -19560178.000000 Penalty: 5819.747070
	Iteration 6Q: 3 clusters Score -1.956018e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -19564022.000000 Penalty: 5819.747070
	Iteration 7F: 3 clusters Score -1.956402e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -19568496.000000 Penalty: 5819.747070
	Iteration 8F: 3 clusters Score -1.95685e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -19573262.000000 Penalty: 5819.747070
	Iteration 9F: 3 clusters Score -1.957326e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -19577462.000000 Penalty: 5819.747070
	Iteration 10F: 3 clusters Score -1.957746e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 54432 members 
Entering Unmasked Estep 
Score: -19580702.000000 Penalty: 5819.747070
	Iteration 11F: 3 clusters Score -1.95807e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -19582236.000000 Penalty: 5819.747070
	Iteration 12Q: 3 clusters Score -1.958224e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -19582856.000000 Penalty: 5819.747070
	Iteration 13Q: 3 clusters Score -1.958286e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -19583252.000000 Penalty: 5819.747070
	Iteration 14Q: 3 clusters Score -1.958325e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70368 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -19583580.000000 Penalty: 5819.747070
	Iteration 15Q: 3 clusters Score -1.958358e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -19583810.000000 Penalty: 5819.747070
	Iteration 16Q: 3 clusters Score -1.958381e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70271 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -19584150.000000 Penalty: 5819.747070
	Iteration 17Q: 3 clusters Score -1.958415e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70127 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -19584448.000000 Penalty: 5819.747070
	Iteration 18Q: 3 clusters Score -1.958445e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -19584722.000000 Penalty: 5819.747070
	Iteration 19Q: 3 clusters Score -1.958472e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -19584948.000000 Penalty: 5819.747070
	Iteration 20F: 3 clusters Score -1.958495e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69136 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -19585110.000000 Penalty: 5819.747070
	Iteration 21Q: 3 clusters Score -1.958511e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -19585338.000000 Penalty: 5819.747070
	Iteration 22Q: 3 clusters Score -1.958534e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -19585566.000000 Penalty: 5819.747070
	Iteration 23Q: 3 clusters Score -1.958557e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -19585682.000000 Penalty: 5819.747070
	Iteration 24Q: 3 clusters Score -1.958568e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -19585958.000000 Penalty: 5819.747070
	Iteration 25Q: 3 clusters Score -1.958596e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -19586178.000000 Penalty: 5819.747070
	Iteration 26Q: 3 clusters Score -1.958618e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66135 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -19586378.000000 Penalty: 5819.747070
	Iteration 27Q: 3 clusters Score -1.958638e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -19586578.000000 Penalty: 5819.747070
	Iteration 28Q: 3 clusters Score -1.958658e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -19586684.000000 Penalty: 5819.747070
	Iteration 29Q: 3 clusters Score -1.958668e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -19586808.000000 Penalty: 5819.747070
	Iteration 30Q: 3 clusters Score -1.958681e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64574 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -19586926.000000 Penalty: 5819.747070
	Iteration 31Q: 3 clusters Score -1.958693e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -19586930.000000 Penalty: 5819.747070
	Iteration 32Q: 3 clusters Score -1.958693e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -19587000.000000 Penalty: 5819.747070
	Iteration 33Q: 3 clusters Score -1.9587e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -19587044.000000 Penalty: 5819.747070
	Iteration 34Q: 3 clusters Score -1.958704e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 61398 members 
Entering Unmasked Estep 
Score: -19587166.000000 Penalty: 5819.747070
	Iteration 35Q: 3 clusters Score -1.958717e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -19587268.000000 Penalty: 5819.747070
	Iteration 36Q: 3 clusters Score -1.958727e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -19587288.000000 Penalty: 5819.747070
	Iteration 37Q: 3 clusters Score -1.958729e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -19587314.000000 Penalty: 5819.747070
	Iteration 38Q: 3 clusters Score -1.958731e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -19587400.000000 Penalty: 5819.747070
	Iteration 39Q: 3 clusters Score -1.95874e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61692 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -19587438.000000 Penalty: 5819.747070
	Iteration 40F: 3 clusters Score -1.958744e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61374 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -19587498.000000 Penalty: 5819.747070
	Iteration 41Q: 3 clusters Score -1.95875e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 63576 members 
Entering Unmasked Estep 
Score: -19587534.000000 Penalty: 5819.747070
	Iteration 42Q: 3 clusters Score -1.958753e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -19587602.000000 Penalty: 5819.747070
	Iteration 43Q: 3 clusters Score -1.95876e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 64123 members 
Entering Unmasked Estep 
Score: -19587640.000000 Penalty: 5819.747070
	Iteration 44Q: 3 clusters Score -1.958764e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 64446 members 
Entering Unmasked Estep 
Score: -19587670.000000 Penalty: 5819.747070
	Iteration 45Q: 3 clusters Score -1.958767e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -19587724.000000 Penalty: 5819.747070
	Iteration 46Q: 3 clusters Score -1.958772e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -19587814.000000 Penalty: 5819.747070
	Iteration 47Q: 3 clusters Score -1.958781e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -19587794.000000 Penalty: 5819.747070
	Iteration 48Q: 3 clusters Score -1.958779e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -19587802.000000 Penalty: 5819.747070
	Iteration 49Q: 3 clusters Score -1.95878e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -19587876.000000 Penalty: 5819.747070
	Iteration 50Q: 3 clusters Score -1.958788e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -19587928.000000 Penalty: 5819.747070
	Iteration 51Q: 3 clusters Score -1.958793e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -19587960.000000 Penalty: 5819.747070
	Iteration 52Q: 3 clusters Score -1.958796e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -19587974.000000 Penalty: 5819.747070
	Iteration 53Q: 3 clusters Score -1.958797e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -19587978.000000 Penalty: 5819.747070
	Iteration 54Q: 3 clusters Score -1.958798e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -19588038.000000 Penalty: 5819.747070
	Iteration 55Q: 3 clusters Score -1.958804e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -19588062.000000 Penalty: 5819.747070
	Iteration 56Q: 3 clusters Score -1.958806e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -19588086.000000 Penalty: 5819.747070
	Iteration 57Q: 3 clusters Score -1.958809e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 67490 members 
Entering Unmasked Estep 
Score: -19588118.000000 Penalty: 5819.747070
	Iteration 58Q: 3 clusters Score -1.958812e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -19588172.000000 Penalty: 5819.747070
	Iteration 59Q: 3 clusters Score -1.958817e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 67936 members 
Entering Unmasked Estep 
Score: -19588184.000000 Penalty: 5819.747070
	Iteration 60F: 3 clusters Score -1.958818e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -19588188.000000 Penalty: 5819.747070
	Iteration 61Q: 3 clusters Score -1.958819e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -19588246.000000 Penalty: 5819.747070
	Iteration 62Q: 3 clusters Score -1.958825e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 68550 members 
Entering Unmasked Estep 
Score: -19588290.000000 Penalty: 5819.747070
	Iteration 63Q: 3 clusters Score -1.958829e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -19588294.000000 Penalty: 5819.747070
	Iteration 64Q: 3 clusters Score -1.958829e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -19588310.000000 Penalty: 5819.747070
	Iteration 65Q: 3 clusters Score -1.958831e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -19588320.000000 Penalty: 5819.747070
	Iteration 66Q: 3 clusters Score -1.958832e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -19588350.000000 Penalty: 5819.747070
	Iteration 67Q: 3 clusters Score -1.958835e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -19588374.000000 Penalty: 5819.747070
	Iteration 68Q: 3 clusters Score -1.958837e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -19588476.000000 Penalty: 5819.747070
	Iteration 69Q: 3 clusters Score -1.958848e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -19588510.000000 Penalty: 5819.747070
	Iteration 70Q: 3 clusters Score -1.958851e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -19588580.000000 Penalty: 5819.747070
	Iteration 71Q: 3 clusters Score -1.958858e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 71019 members 
Entering Unmasked Estep 
Score: -19588662.000000 Penalty: 5819.747070
	Iteration 72Q: 3 clusters Score -1.958866e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -19588706.000000 Penalty: 5819.747070
	Iteration 73Q: 3 clusters Score -1.958871e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -19588774.000000 Penalty: 5819.747070
	Iteration 74Q: 3 clusters Score -1.958877e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -19588776.000000 Penalty: 5819.747070
	Iteration 75Q: 3 clusters Score -1.958878e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -19588844.000000 Penalty: 5819.747070
	Iteration 76Q: 3 clusters Score -1.958884e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -19588856.000000 Penalty: 5819.747070
	Iteration 77Q: 3 clusters Score -1.958886e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -19588894.000000 Penalty: 5819.747070
	Iteration 78Q: 3 clusters Score -1.958889e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -19588960.000000 Penalty: 5819.747070
	Iteration 79Q: 3 clusters Score -1.958896e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 73653 members 
Entering Unmasked Estep 
Score: -19589042.000000 Penalty: 5819.747070
	Iteration 80F: 3 clusters Score -1.958904e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -19589102.000000 Penalty: 5819.747070
	Iteration 81Q: 3 clusters Score -1.95891e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -19589166.000000 Penalty: 5819.747070
	Iteration 82Q: 3 clusters Score -1.958917e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -19589232.000000 Penalty: 5819.747070
	Iteration 83Q: 3 clusters Score -1.958923e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -19589330.000000 Penalty: 5819.747070
	Iteration 84Q: 3 clusters Score -1.958933e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -19589400.000000 Penalty: 5819.747070
	Iteration 85Q: 3 clusters Score -1.95894e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -19589444.000000 Penalty: 5819.747070
	Iteration 86Q: 3 clusters Score -1.958944e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
Score: -19589538.000000 Penalty: 5819.747070
	Iteration 87Q: 3 clusters Score -1.958954e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 76723 members 
Entering Unmasked Estep 
Score: -19589602.000000 Penalty: 5819.747070
	Iteration 88Q: 3 clusters Score -1.95896e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -19589652.000000 Penalty: 5819.747070
	Iteration 89Q: 3 clusters Score -1.958965e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -19589662.000000 Penalty: 5819.747070
	Iteration 90Q: 3 clusters Score -1.958966e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 77706 members 
Entering Unmasked Estep 
Score: -19589686.000000 Penalty: 5819.747070
	Iteration 91Q: 3 clusters Score -1.958969e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -19589724.000000 Penalty: 5819.747070
	Iteration 92Q: 3 clusters Score -1.958972e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -19589746.000000 Penalty: 5819.747070
	Iteration 93Q: 3 clusters Score -1.958975e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -19589800.000000 Penalty: 5819.747070
	Iteration 94Q: 3 clusters Score -1.95898e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -19589856.000000 Penalty: 5819.747070
	Iteration 95Q: 3 clusters Score -1.958986e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -19589894.000000 Penalty: 5819.747070
	Iteration 96Q: 3 clusters Score -1.958989e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -19589962.000000 Penalty: 5819.747070
	Iteration 97Q: 3 clusters Score -1.958996e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -19590022.000000 Penalty: 5819.747070
	Iteration 98Q: 3 clusters Score -1.959002e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 80425 members 
Entering Unmasked Estep 
Score: -19590102.000000 Penalty: 5819.747070
	Iteration 99Q: 3 clusters Score -1.95901e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -19590172.000000 Penalty: 5819.747070
	Iteration 100F: 3 clusters Score -1.959017e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -19590172.000000 Penalty: 5819.747070
	Iteration 101Q: 3 clusters Score -1.959017e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -19590184.000000 Penalty: 5819.747070
	Iteration 102Q: 3 clusters Score -1.959018e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -19590218.000000 Penalty: 5819.747070
	Iteration 103Q: 3 clusters Score -1.959022e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -19590342.000000 Penalty: 5819.747070
	Iteration 104Q: 3 clusters Score -1.959034e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -19590432.000000 Penalty: 5819.747070
	Iteration 105Q: 3 clusters Score -1.959043e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -19590500.000000 Penalty: 5819.747070
	Iteration 106Q: 3 clusters Score -1.95905e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -19590574.000000 Penalty: 5819.747070
	Iteration 107Q: 3 clusters Score -1.959057e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -19590614.000000 Penalty: 5819.747070
	Iteration 108Q: 3 clusters Score -1.959061e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -19590608.000000 Penalty: 5819.747070
	Iteration 109Q: 3 clusters Score -1.959061e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 83881 members 
Entering Unmasked Estep 
Score: -19590692.000000 Penalty: 5819.747070
	Iteration 110Q: 3 clusters Score -1.959069e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -19590728.000000 Penalty: 5819.747070
	Iteration 111Q: 3 clusters Score -1.959073e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -19590762.000000 Penalty: 5819.747070
	Iteration 112Q: 3 clusters Score -1.959076e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -19590804.000000 Penalty: 5819.747070
	Iteration 113Q: 3 clusters Score -1.95908e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -19590852.000000 Penalty: 5819.747070
	Iteration 114Q: 3 clusters Score -1.959085e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 85339 members 
Entering Unmasked Estep 
Score: -19590912.000000 Penalty: 5819.747070
	Iteration 115Q: 3 clusters Score -1.959091e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -19590932.000000 Penalty: 5819.747070
	Iteration 116Q: 3 clusters Score -1.959093e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -19591022.000000 Penalty: 5819.747070
	Iteration 117Q: 3 clusters Score -1.959102e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -19591106.000000 Penalty: 5819.747070
	Iteration 118Q: 3 clusters Score -1.959111e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -19591146.000000 Penalty: 5819.747070
	Iteration 119Q: 3 clusters Score -1.959115e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -19591176.000000 Penalty: 5819.747070
	Iteration 120F: 3 clusters Score -1.959118e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -19591210.000000 Penalty: 5819.747070
	Iteration 121Q: 3 clusters Score -1.959121e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -19591196.000000 Penalty: 5819.747070
	Iteration 122Q: 3 clusters Score -1.95912e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -19591236.000000 Penalty: 5819.747070
	Iteration 123Q: 3 clusters Score -1.959124e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -19591254.000000 Penalty: 5819.747070
	Iteration 124Q: 3 clusters Score -1.959125e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -19591332.000000 Penalty: 5819.747070
	Iteration 125Q: 3 clusters Score -1.959133e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -19591370.000000 Penalty: 5819.747070
	Iteration 126Q: 3 clusters Score -1.959137e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 88770 members 
Entering Unmasked Estep 
Score: -19591384.000000 Penalty: 5819.747070
	Iteration 127Q: 3 clusters Score -1.959138e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -19591410.000000 Penalty: 5819.747070
	Iteration 128Q: 3 clusters Score -1.959141e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 89367 members 
Entering Unmasked Estep 
Score: -19591484.000000 Penalty: 5819.747070
	Iteration 129Q: 3 clusters Score -1.959148e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -19591510.000000 Penalty: 5819.747070
	Iteration 130Q: 3 clusters Score -1.959151e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 89988 members 
Entering Unmasked Estep 
Score: -19591566.000000 Penalty: 5819.747070
	Iteration 131Q: 3 clusters Score -1.959157e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -19591632.000000 Penalty: 5819.747070
	Iteration 132Q: 3 clusters Score -1.959163e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 90729 members 
Entering Unmasked Estep 
Score: -19591690.000000 Penalty: 5819.747070
	Iteration 133Q: 3 clusters Score -1.959169e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -19591728.000000 Penalty: 5819.747070
	Iteration 134Q: 3 clusters Score -1.959173e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 91562 members 
Entering Unmasked Estep 
Score: -19591792.000000 Penalty: 5819.747070
	Iteration 135Q: 3 clusters Score -1.959179e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -19591860.000000 Penalty: 5819.747070
	Iteration 136Q: 3 clusters Score -1.959186e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -19591982.000000 Penalty: 5819.747070
	Iteration 137Q: 3 clusters Score -1.959198e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 92746 members 
Entering Unmasked Estep 
Score: -19592104.000000 Penalty: 5819.747070
	Iteration 138Q: 3 clusters Score -1.95921e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -19592214.000000 Penalty: 5819.747070
	Iteration 139Q: 3 clusters Score -1.959221e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -19592368.000000 Penalty: 5819.747070
	Iteration 140F: 3 clusters Score -1.959237e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -19592512.000000 Penalty: 5819.747070
	Iteration 141Q: 3 clusters Score -1.959251e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -19592658.000000 Penalty: 5819.747070
	Iteration 142Q: 3 clusters Score -1.959266e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 95158 members 
Entering Unmasked Estep 
Score: -19592802.000000 Penalty: 5819.747070
	Iteration 143Q: 3 clusters Score -1.95928e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -19593026.000000 Penalty: 5819.747070
	Iteration 144Q: 3 clusters Score -1.959303e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -19593252.000000 Penalty: 5819.747070
	Iteration 145Q: 3 clusters Score -1.959325e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -19593402.000000 Penalty: 5819.747070
	Iteration 146Q: 3 clusters Score -1.95934e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -19593592.000000 Penalty: 5819.747070
	Iteration 147Q: 3 clusters Score -1.959359e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -19593658.000000 Penalty: 5819.747070
	Iteration 148Q: 3 clusters Score -1.959366e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -19593990.000000 Penalty: 5819.747070
	Iteration 149Q: 3 clusters Score -1.959399e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -19594012.000000 Penalty: 5819.747070
	Iteration 150Q: 3 clusters Score -1.959401e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -19594162.000000 Penalty: 5819.747070
	Iteration 151Q: 3 clusters Score -1.959416e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -19594270.000000 Penalty: 5819.747070
	Iteration 152Q: 3 clusters Score -1.959427e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 110205 members 
Entering Unmasked Estep 
Score: -19594382.000000 Penalty: 5819.747070
	Iteration 153Q: 3 clusters Score -1.959438e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 112250 members 
Entering Unmasked Estep 
Score: -19594250.000000 Penalty: 5819.747070
	Iteration 154Q: 3 clusters Score -1.959425e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 114208 members 
Entering Unmasked Estep 
Score: -19594248.000000 Penalty: 5819.747070
	Iteration 155Q: 3 clusters Score -1.959425e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 115983 members 
Entering Unmasked Estep 
Score: -19594094.000000 Penalty: 5819.747070
	Iteration 156Q: 3 clusters Score -1.959409e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 117529 members 
Entering Unmasked Estep 
Score: -19594134.000000 Penalty: 5819.747070
	Iteration 157Q: 3 clusters Score -1.959413e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 118736 members 
Entering Unmasked Estep 
Score: -19594024.000000 Penalty: 5819.747070
	Iteration 158Q: 3 clusters Score -1.959402e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 119634 members 
Entering Unmasked Estep 
Score: -19593954.000000 Penalty: 5819.747070
	Iteration 159Q: 3 clusters Score -1.959395e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 120302 members 
Entering Unmasked Estep 
Score: -19594144.000000 Penalty: 5819.747070
	Iteration 160F: 3 clusters Score -1.959414e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 121295 members 
Entering Unmasked Estep 
Score: -19594210.000000 Penalty: 5819.747070
	Iteration 161Q: 3 clusters Score -1.959421e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 122035 members 
Entering Unmasked Estep 
Score: -19594216.000000 Penalty: 5819.747070
	Iteration 162Q: 3 clusters Score -1.959422e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -19594214.000000 Penalty: 5819.747070
	Iteration 163Q: 3 clusters Score -1.959421e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 122982 members 
Entering Unmasked Estep 
Score: -19594172.000000 Penalty: 5819.747070
	Iteration 164Q: 3 clusters Score -1.959417e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 123289 members 
Entering Unmasked Estep 
Score: -19594140.000000 Penalty: 5819.747070
	Iteration 165Q: 3 clusters Score -1.959414e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 123500 members 
Entering Unmasked Estep 
Score: -19594178.000000 Penalty: 5819.747070
	Iteration 166Q: 3 clusters Score -1.959418e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 123671 members 
Entering Unmasked Estep 
Score: -19594194.000000 Penalty: 5819.747070
	Iteration 167Q: 3 clusters Score -1.959419e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 123790 members 
Entering Unmasked Estep 
Score: -19594188.000000 Penalty: 5819.747070
	Iteration 168Q: 3 clusters Score -1.959419e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -19594194.000000 Penalty: 5819.747070
	Iteration 169Q: 3 clusters Score -1.959419e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 123950 members 
Entering Unmasked Estep 
Score: -19594184.000000 Penalty: 5819.747070
	Iteration 170Q: 3 clusters Score -1.959418e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -19594184.000000 Penalty: 5819.747070
	Iteration 171Q: 3 clusters Score -1.959418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 124048 members 
Entering Unmasked Estep 
Score: -19594168.000000 Penalty: 5819.747070
	Iteration 172Q: 3 clusters Score -1.959417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 124075 members 
Entering Unmasked Estep 
Score: -19594174.000000 Penalty: 5819.747070
	Iteration 173Q: 3 clusters Score -1.959417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 124100 members 
Entering Unmasked Estep 
Score: -19594162.000000 Penalty: 5819.747070
	Iteration 174Q: 3 clusters Score -1.959416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -19594160.000000 Penalty: 5819.747070
	Iteration 175Q: 3 clusters Score -1.959416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 124148 members 
Entering Unmasked Estep 
Score: -19594156.000000 Penalty: 5819.747070
	Iteration 176Q: 3 clusters Score -1.959416e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -19594158.000000 Penalty: 5819.747070
	Iteration 177Q: 3 clusters Score -1.959416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -19594150.000000 Penalty: 5819.747070
	Iteration 178Q: 3 clusters Score -1.959415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -19594160.000000 Penalty: 5819.747070
	Iteration 179Q: 3 clusters Score -1.959416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 124202 members 
Entering Unmasked Estep 
Score: -19594154.000000 Penalty: 5819.747070
	Iteration 180F: 3 clusters Score -1.959415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 124207 members 
Entering Unmasked Estep 
Score: -19594166.000000 Penalty: 5819.747070
	Iteration 181Q: 3 clusters Score -1.959417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 124209 members 
Entering Unmasked Estep 
Score: -19594158.000000 Penalty: 5819.747070
	Iteration 182Q: 3 clusters Score -1.959416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 124211 members 
Entering Unmasked Estep 
Score: -19594168.000000 Penalty: 5819.747070
	Iteration 183Q: 3 clusters Score -1.959417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 124213 members 
Entering Unmasked Estep 
Score: -19594160.000000 Penalty: 5819.747070
	Iteration 184Q: 3 clusters Score -1.959416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 124214 members 
Entering Unmasked Estep 
Score: -19594168.000000 Penalty: 5819.747070
	Iteration 185Q: 3 clusters Score -1.959417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 124215 members 
Entering Unmasked Estep 
Score: -19594162.000000 Penalty: 5819.747070
	Iteration 186Q: 3 clusters Score -1.959416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 124215 members 
Entering Unmasked Estep 
Score: -19594162.000000 Penalty: 5819.747070
	Iteration 187F: 3 clusters Score -1.959416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -154924.750000 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -154924.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152935.781250 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -152935.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153414.453125 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -153414.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -153603.328125 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -153603.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -153781.875000 Penalty: 3485.548096
	Iteration 3F: 3 clusters Score -153781.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154048.546875 Penalty: 3485.548096
	Iteration 4F: 3 clusters Score -154048.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -154304.265625 Penalty: 3485.548096
	Iteration 5F: 3 clusters Score -154304.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -154500.468750 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -154500.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -154645.921875 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -154645.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -154792.906250 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -154792.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -155234.093750 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -155234.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156299.093750 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -156299.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157135.296875 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -157135.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157259.625000 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -157259.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -157347.109375 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -157347.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157406.500000 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -157406.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -157485.453125 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -157485.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157638.078125 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -157638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -157721.750000 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -157721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -157721.750000 Penalty: 3485.548096
	Iteration 18F: 3 clusters Score -157721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112081 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34926 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29638 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124662 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101779 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24708 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7658 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 884 members 
Mstep: Class 37 contains 5645 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 2864 members 
Mstep: Class 41 contains 794 members 
Entering Unmasked Estep 
Score: -86706480.000000 Penalty: 134666.312500
Splitting cluster 25 changes total score from -86704512.000000 to -86706480.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 26 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -737331.812500 Penalty: 2104.095703
	Iteration 0F: 2 clusters Score -737331.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -732924.187500 Penalty: 4208.191406
	Iteration 0F: 3 clusters Score -732924.2 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -733913.875000 Penalty: 4208.191406
	Iteration 1F: 3 clusters Score -733913.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -734163.062500 Penalty: 4208.191406
	Iteration 2F: 3 clusters Score -734163.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -734324.187500 Penalty: 4208.191406
	Iteration 3F: 3 clusters Score -734324.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -734459.250000 Penalty: 4208.191406
	Iteration 4Q: 3 clusters Score -734459.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -734580.875000 Penalty: 4208.191406
	Iteration 5Q: 3 clusters Score -734580.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -734696.125000 Penalty: 4208.191406
	Iteration 6Q: 3 clusters Score -734696.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -734809.812500 Penalty: 4208.191406
	Iteration 7Q: 3 clusters Score -734809.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -734919.750000 Penalty: 4208.191406
	Iteration 8Q: 3 clusters Score -734919.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -735010.062500 Penalty: 4208.191406
	Iteration 9Q: 3 clusters Score -735010.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -735083.625000 Penalty: 4208.191406
	Iteration 10Q: 3 clusters Score -735083.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -735164.875000 Penalty: 4208.191406
	Iteration 11Q: 3 clusters Score -735164.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -735254.750000 Penalty: 4208.191406
	Iteration 12Q: 3 clusters Score -735254.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -735339.625000 Penalty: 4208.191406
	Iteration 13Q: 3 clusters Score -735339.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -735408.062500 Penalty: 4208.191406
	Iteration 14Q: 3 clusters Score -735408.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -735470.250000 Penalty: 4208.191406
	Iteration 15Q: 3 clusters Score -735470.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -735528.000000 Penalty: 4208.191406
	Iteration 16Q: 3 clusters Score -735528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -735567.750000 Penalty: 4208.191406
	Iteration 17Q: 3 clusters Score -735567.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -735599.000000 Penalty: 4208.191406
	Iteration 18Q: 3 clusters Score -735599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -735631.312500 Penalty: 4208.191406
	Iteration 19Q: 3 clusters Score -735631.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -735659.375000 Penalty: 4208.191406
	Iteration 20F: 3 clusters Score -735659.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -735687.187500 Penalty: 4208.191406
	Iteration 21Q: 3 clusters Score -735687.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -735710.062500 Penalty: 4208.191406
	Iteration 22Q: 3 clusters Score -735710.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -735727.937500 Penalty: 4208.191406
	Iteration 23Q: 3 clusters Score -735727.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -735739.687500 Penalty: 4208.191406
	Iteration 24Q: 3 clusters Score -735739.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -735749.125000 Penalty: 4208.191406
	Iteration 25Q: 3 clusters Score -735749.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -735759.375000 Penalty: 4208.191406
	Iteration 26Q: 3 clusters Score -735759.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -735766.375000 Penalty: 4208.191406
	Iteration 27Q: 3 clusters Score -735766.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -735771.375000 Penalty: 4208.191406
	Iteration 28Q: 3 clusters Score -735771.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -735776.875000 Penalty: 4208.191406
	Iteration 29Q: 3 clusters Score -735776.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -735781.687500 Penalty: 4208.191406
	Iteration 30Q: 3 clusters Score -735781.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -735784.000000 Penalty: 4208.191406
	Iteration 31Q: 3 clusters Score -735784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -735787.937500 Penalty: 4208.191406
	Iteration 32Q: 3 clusters Score -735787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -735787.562500 Penalty: 4208.191406
	Iteration 33Q: 3 clusters Score -735787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -735787.937500 Penalty: 4208.191406
	Iteration 34Q: 3 clusters Score -735787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -735792.437500 Penalty: 4208.191406
	Iteration 35Q: 3 clusters Score -735792.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -735795.750000 Penalty: 4208.191406
	Iteration 36Q: 3 clusters Score -735795.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -735798.062500 Penalty: 4208.191406
	Iteration 37Q: 3 clusters Score -735798.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -735803.000000 Penalty: 4208.191406
	Iteration 38Q: 3 clusters Score -735803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -735803.937500 Penalty: 4208.191406
	Iteration 39Q: 3 clusters Score -735803.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -735806.375000 Penalty: 4208.191406
	Iteration 40F: 3 clusters Score -735806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -735807.187500 Penalty: 4208.191406
	Iteration 41Q: 3 clusters Score -735807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -735808.562500 Penalty: 4208.191406
	Iteration 42Q: 3 clusters Score -735808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -735809.062500 Penalty: 4208.191406
	Iteration 43Q: 3 clusters Score -735809.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -735810.250000 Penalty: 4208.191406
	Iteration 44Q: 3 clusters Score -735810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -735812.250000 Penalty: 4208.191406
	Iteration 45Q: 3 clusters Score -735812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -735812.937500 Penalty: 4208.191406
	Iteration 46Q: 3 clusters Score -735812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -735814.125000 Penalty: 4208.191406
	Iteration 47Q: 3 clusters Score -735814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -735816.062500 Penalty: 4208.191406
	Iteration 48Q: 3 clusters Score -735816.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -735817.125000 Penalty: 4208.191406
	Iteration 49Q: 3 clusters Score -735817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -735818.500000 Penalty: 4208.191406
	Iteration 50Q: 3 clusters Score -735818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -735819.687500 Penalty: 4208.191406
	Iteration 51Q: 3 clusters Score -735819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -735819.625000 Penalty: 4208.191406
	Iteration 52Q: 3 clusters Score -735819.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -735821.937500 Penalty: 4208.191406
	Iteration 53Q: 3 clusters Score -735821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -735820.062500 Penalty: 4208.191406
	Iteration 54Q: 3 clusters Score -735820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -735820.062500 Penalty: 4208.191406
	Iteration 55F: 3 clusters Score -735820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -252702.515625 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -252702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -250319.484375 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -250319.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -250709.968750 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -250710 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250838.921875 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -250838.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -250897.125000 Penalty: 3683.863525
	Iteration 3Q: 3 clusters Score -250897.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -250930.796875 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -250930.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250951.703125 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -250951.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250964.828125 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -250964.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -250970.921875 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -250970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -250979.390625 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -250979.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -250982.000000 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -250982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250982.578125 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -250982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -250983.093750 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -250983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250983.921875 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -250983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -250983.921875 Penalty: 3683.863525
	Iteration 13F: 3 clusters Score -250983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Entering Unmasked Estep 
Score: -4385845.500000 Penalty: 2536.130371
	Iteration 0F: 2 clusters Score -4385846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -4367000.500000 Penalty: 5072.260742
	Iteration 0F: 3 clusters Score -4367000 nChanged 12237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4373507.500000 Penalty: 5072.260742
	Iteration 1F: 3 clusters Score -4373508 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -4373938.500000 Penalty: 5072.260742
	Iteration 2Q: 3 clusters Score -4373938 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -4374255.000000 Penalty: 5072.260742
	Iteration 3Q: 3 clusters Score -4374255 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -4374532.000000 Penalty: 5072.260742
	Iteration 4Q: 3 clusters Score -4374532 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -4374714.500000 Penalty: 5072.260742
	Iteration 5Q: 3 clusters Score -4374714 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -4374912.500000 Penalty: 5072.260742
	Iteration 6Q: 3 clusters Score -4374912 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4375120.500000 Penalty: 5072.260742
	Iteration 7Q: 3 clusters Score -4375120 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4375348.000000 Penalty: 5072.260742
	Iteration 8Q: 3 clusters Score -4375348 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4375623.000000 Penalty: 5072.260742
	Iteration 9Q: 3 clusters Score -4375623 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4376028.000000 Penalty: 5072.260742
	Iteration 10Q: 3 clusters Score -4376028 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4376619.000000 Penalty: 5072.260742
	Iteration 11Q: 3 clusters Score -4376619 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4377529.500000 Penalty: 5072.260742
	Iteration 12F: 3 clusters Score -4377530 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4378716.500000 Penalty: 5072.260742
	Iteration 13F: 3 clusters Score -4378716 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4380032.500000 Penalty: 5072.260742
	Iteration 14F: 3 clusters Score -4380032 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4381208.000000 Penalty: 5072.260742
	Iteration 15Q: 3 clusters Score -4381208 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4382076.000000 Penalty: 5072.260742
	Iteration 16Q: 3 clusters Score -4382076 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4382616.000000 Penalty: 5072.260742
	Iteration 17Q: 3 clusters Score -4382616 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4382982.500000 Penalty: 5072.260742
	Iteration 18Q: 3 clusters Score -4382982 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4383206.000000 Penalty: 5072.260742
	Iteration 19Q: 3 clusters Score -4383206 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4383334.500000 Penalty: 5072.260742
	Iteration 20F: 3 clusters Score -4383334 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4383433.000000 Penalty: 5072.260742
	Iteration 21Q: 3 clusters Score -4383433 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4383513.000000 Penalty: 5072.260742
	Iteration 22Q: 3 clusters Score -4383513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4383542.500000 Penalty: 5072.260742
	Iteration 23Q: 3 clusters Score -4383542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4383571.000000 Penalty: 5072.260742
	Iteration 24Q: 3 clusters Score -4383571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4383604.000000 Penalty: 5072.260742
	Iteration 25Q: 3 clusters Score -4383604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4383616.000000 Penalty: 5072.260742
	Iteration 26Q: 3 clusters Score -4383616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4383631.000000 Penalty: 5072.260742
	Iteration 27Q: 3 clusters Score -4383631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4383634.000000 Penalty: 5072.260742
	Iteration 28Q: 3 clusters Score -4383634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4383645.000000 Penalty: 5072.260742
	Iteration 29Q: 3 clusters Score -4383645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4383655.000000 Penalty: 5072.260742
	Iteration 30Q: 3 clusters Score -4383655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4383660.000000 Penalty: 5072.260742
	Iteration 31Q: 3 clusters Score -4383660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4383669.000000 Penalty: 5072.260742
	Iteration 32Q: 3 clusters Score -4383669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4383672.000000 Penalty: 5072.260742
	Iteration 33Q: 3 clusters Score -4383672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4383674.500000 Penalty: 5072.260742
	Iteration 34Q: 3 clusters Score -4383674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4383673.500000 Penalty: 5072.260742
	Iteration 35Q: 3 clusters Score -4383674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4383678.000000 Penalty: 5072.260742
	Iteration 36Q: 3 clusters Score -4383678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4383682.500000 Penalty: 5072.260742
	Iteration 37Q: 3 clusters Score -4383682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4383690.000000 Penalty: 5072.260742
	Iteration 38Q: 3 clusters Score -4383690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4383690.500000 Penalty: 5072.260742
	Iteration 39Q: 3 clusters Score -4383690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4383691.000000 Penalty: 5072.260742
	Iteration 40F: 3 clusters Score -4383691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4383691.500000 Penalty: 5072.260742
	Iteration 41Q: 3 clusters Score -4383692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4383692.500000 Penalty: 5072.260742
	Iteration 42Q: 3 clusters Score -4383692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4383703.500000 Penalty: 5072.260742
	Iteration 43Q: 3 clusters Score -4383704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4383702.500000 Penalty: 5072.260742
	Iteration 44Q: 3 clusters Score -4383702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4383702.500000 Penalty: 5072.260742
	Iteration 45Q: 3 clusters Score -4383702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4383702.000000 Penalty: 5072.260742
	Iteration 46Q: 3 clusters Score -4383702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4383703.500000 Penalty: 5072.260742
	Iteration 47Q: 3 clusters Score -4383704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4383703.500000 Penalty: 5072.260742
	Iteration 48F: 3 clusters Score -4383704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -572157.375000 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -572157.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -568322.875000 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -568322.9 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -569323.375000 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -569323.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -569583.937500 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -569583.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -569809.500000 Penalty: 4103.321777
	Iteration 3F: 3 clusters Score -569809.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -570002.062500 Penalty: 4103.321777
	Iteration 4F: 3 clusters Score -570002.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -570136.875000 Penalty: 4103.321777
	Iteration 5Q: 3 clusters Score -570136.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -570286.250000 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -570286.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -570448.125000 Penalty: 4103.321777
	Iteration 7Q: 3 clusters Score -570448.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -570627.312500 Penalty: 4103.321777
	Iteration 8Q: 3 clusters Score -570627.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -570854.125000 Penalty: 4103.321777
	Iteration 9F: 3 clusters Score -570854.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -571102.437500 Penalty: 4103.321777
	Iteration 10F: 3 clusters Score -571102.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -571327.000000 Penalty: 4103.321777
	Iteration 11F: 3 clusters Score -571327 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -571476.812500 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -571476.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -571562.437500 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -571562.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -571607.687500 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -571607.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -571631.062500 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -571631.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -571644.500000 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -571644.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -571652.375000 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -571652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -571654.250000 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -571654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -571655.562500 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -571655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -571655.312500 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -571655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -571656.062500 Penalty: 4103.321777
	Iteration 21Q: 3 clusters Score -571656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -571656.250000 Penalty: 4103.321777
	Iteration 22Q: 3 clusters Score -571656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -571656.250000 Penalty: 4103.321777
	Iteration 23F: 3 clusters Score -571656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Entering Unmasked Estep 
Score: -16052016.000000 Penalty: 2859.578857
	Iteration 0F: 2 clusters Score -1.605202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -15985886.000000 Penalty: 5719.157715
	Iteration 0F: 3 clusters Score -1.598589e+07 nChanged 48163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -16013354.000000 Penalty: 5719.157715
	Iteration 1F: 3 clusters Score -1.601335e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -16014181.000000 Penalty: 5719.157715
	Iteration 2Q: 3 clusters Score -1.601418e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -16014930.000000 Penalty: 5719.157715
	Iteration 3Q: 3 clusters Score -1.601493e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -16015708.000000 Penalty: 5719.157715
	Iteration 4Q: 3 clusters Score -1.601571e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -16016556.000000 Penalty: 5719.157715
	Iteration 5Q: 3 clusters Score -1.601656e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -16017660.000000 Penalty: 5719.157715
	Iteration 6Q: 3 clusters Score -1.601766e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -16019064.000000 Penalty: 5719.157715
	Iteration 7Q: 3 clusters Score -1.601906e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -16020957.000000 Penalty: 5719.157715
	Iteration 8Q: 3 clusters Score -1.602096e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -16023250.000000 Penalty: 5719.157715
	Iteration 9Q: 3 clusters Score -1.602325e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -16026224.000000 Penalty: 5719.157715
	Iteration 10F: 3 clusters Score -1.602622e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -16029786.000000 Penalty: 5719.157715
	Iteration 11F: 3 clusters Score -1.602979e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -16033656.000000 Penalty: 5719.157715
	Iteration 12F: 3 clusters Score -1.603366e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -16037256.000000 Penalty: 5719.157715
	Iteration 13Q: 3 clusters Score -1.603726e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -16039818.000000 Penalty: 5719.157715
	Iteration 14Q: 3 clusters Score -1.603982e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -16041500.000000 Penalty: 5719.157715
	Iteration 15Q: 3 clusters Score -1.60415e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -16042548.000000 Penalty: 5719.157715
	Iteration 16Q: 3 clusters Score -1.604255e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -16043490.000000 Penalty: 5719.157715
	Iteration 17Q: 3 clusters Score -1.604349e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90141 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -16044283.000000 Penalty: 5719.157715
	Iteration 18Q: 3 clusters Score -1.604428e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -16045062.000000 Penalty: 5719.157715
	Iteration 19Q: 3 clusters Score -1.604506e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -16045757.000000 Penalty: 5719.157715
	Iteration 20F: 3 clusters Score -1.604576e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -16046394.000000 Penalty: 5719.157715
	Iteration 21Q: 3 clusters Score -1.604639e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -16047026.000000 Penalty: 5719.157715
	Iteration 22Q: 3 clusters Score -1.604703e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -16047455.000000 Penalty: 5719.157715
	Iteration 23Q: 3 clusters Score -1.604746e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -16047915.000000 Penalty: 5719.157715
	Iteration 24Q: 3 clusters Score -1.604792e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97918 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -16048200.000000 Penalty: 5719.157715
	Iteration 25Q: 3 clusters Score -1.60482e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -16048514.000000 Penalty: 5719.157715
	Iteration 26Q: 3 clusters Score -1.604851e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -16048761.000000 Penalty: 5719.157715
	Iteration 27Q: 3 clusters Score -1.604876e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -16048991.000000 Penalty: 5719.157715
	Iteration 28Q: 3 clusters Score -1.604899e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -16049135.000000 Penalty: 5719.157715
	Iteration 29Q: 3 clusters Score -1.604914e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -16049228.000000 Penalty: 5719.157715
	Iteration 30Q: 3 clusters Score -1.604923e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16049377.000000 Penalty: 5719.157715
	Iteration 31Q: 3 clusters Score -1.604938e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100494 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -16049451.000000 Penalty: 5719.157715
	Iteration 32Q: 3 clusters Score -1.604945e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -16049496.000000 Penalty: 5719.157715
	Iteration 33Q: 3 clusters Score -1.60495e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -16049499.000000 Penalty: 5719.157715
	Iteration 34Q: 3 clusters Score -1.60495e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100751 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -16049523.000000 Penalty: 5719.157715
	Iteration 35Q: 3 clusters Score -1.604952e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -16049535.000000 Penalty: 5719.157715
	Iteration 36Q: 3 clusters Score -1.604954e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16049526.000000 Penalty: 5719.157715
	Iteration 37Q: 3 clusters Score -1.604953e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16049555.000000 Penalty: 5719.157715
	Iteration 38Q: 3 clusters Score -1.604956e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -16049557.000000 Penalty: 5719.157715
	Iteration 39Q: 3 clusters Score -1.604956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100902 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -16049572.000000 Penalty: 5719.157715
	Iteration 40F: 3 clusters Score -1.604957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -16049563.000000 Penalty: 5719.157715
	Iteration 41Q: 3 clusters Score -1.604956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -16049555.000000 Penalty: 5719.157715
	Iteration 42Q: 3 clusters Score -1.604956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100927 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16049559.000000 Penalty: 5719.157715
	Iteration 43Q: 3 clusters Score -1.604956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100937 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -16049571.000000 Penalty: 5719.157715
	Iteration 44Q: 3 clusters Score -1.604957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16049577.000000 Penalty: 5719.157715
	Iteration 45Q: 3 clusters Score -1.604958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16049570.000000 Penalty: 5719.157715
	Iteration 46Q: 3 clusters Score -1.604957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100970 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16049575.000000 Penalty: 5719.157715
	Iteration 47Q: 3 clusters Score -1.604958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16049598.000000 Penalty: 5719.157715
	Iteration 48Q: 3 clusters Score -1.60496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100982 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16049602.000000 Penalty: 5719.157715
	Iteration 49Q: 3 clusters Score -1.60496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -16049592.000000 Penalty: 5719.157715
	Iteration 50Q: 3 clusters Score -1.604959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100992 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -16049596.000000 Penalty: 5719.157715
	Iteration 51Q: 3 clusters Score -1.60496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -16049594.000000 Penalty: 5719.157715
	Iteration 52Q: 3 clusters Score -1.604959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100996 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16049601.000000 Penalty: 5719.157715
	Iteration 53Q: 3 clusters Score -1.60496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16049603.000000 Penalty: 5719.157715
	Iteration 54Q: 3 clusters Score -1.60496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100999 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -16049596.000000 Penalty: 5719.157715
	Iteration 55Q: 3 clusters Score -1.60496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -16049606.000000 Penalty: 5719.157715
	Iteration 56Q: 3 clusters Score -1.604961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16049599.000000 Penalty: 5719.157715
	Iteration 57Q: 3 clusters Score -1.60496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16049592.000000 Penalty: 5719.157715
	Iteration 58Q: 3 clusters Score -1.604959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16049592.000000 Penalty: 5719.157715
	Iteration 59F: 3 clusters Score -1.604959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -72595.976562 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -72595.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71042.515625 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -71042.52 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71259.500000 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -71259.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71368.929688 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -71368.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71468.343750 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -71468.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71515.804688 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -71515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71557.054688 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -71557.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71666.171875 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -71666.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71732.125000 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -71732.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71790.343750 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -71790.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71866.039062 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -71866.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71963.773438 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -71963.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71998.757812 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -71998.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72035.031250 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -72035.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72058.921875 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -72058.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72083.242188 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -72083.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72099.703125 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -72099.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72106.492188 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -72106.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72119.820312 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -72119.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72119.914062 Penalty: 3124.278809
	Iteration 18F: 3 clusters Score -72119.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72121.375000 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -72121.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72121.375000 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -72121.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Entering Unmasked Estep 
Score: -3867825.000000 Penalty: 2508.490967
	Iteration 0F: 2 clusters Score -3867825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3850676.500000 Penalty: 5016.981934
	Iteration 0F: 3 clusters Score -3850676 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3856470.000000 Penalty: 5016.981934
	Iteration 1F: 3 clusters Score -3856470 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3856989.500000 Penalty: 5016.981934
	Iteration 2F: 3 clusters Score -3856990 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3857521.500000 Penalty: 5016.981934
	Iteration 3F: 3 clusters Score -3857522 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3858105.750000 Penalty: 5016.981934
	Iteration 4Q: 3 clusters Score -3858106 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3858746.500000 Penalty: 5016.981934
	Iteration 5Q: 3 clusters Score -3858746 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3859517.500000 Penalty: 5016.981934
	Iteration 6F: 3 clusters Score -3859518 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -3860433.750000 Penalty: 5016.981934
	Iteration 7F: 3 clusters Score -3860434 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3861472.750000 Penalty: 5016.981934
	Iteration 8F: 3 clusters Score -3861473 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3862351.000000 Penalty: 5016.981934
	Iteration 9Q: 3 clusters Score -3862351 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -3863084.750000 Penalty: 5016.981934
	Iteration 10Q: 3 clusters Score -3863085 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3863652.000000 Penalty: 5016.981934
	Iteration 11Q: 3 clusters Score -3863652 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -3864098.250000 Penalty: 5016.981934
	Iteration 12Q: 3 clusters Score -3864098 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3864389.000000 Penalty: 5016.981934
	Iteration 13Q: 3 clusters Score -3864389 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3864638.500000 Penalty: 5016.981934
	Iteration 14Q: 3 clusters Score -3864638 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3864807.500000 Penalty: 5016.981934
	Iteration 15Q: 3 clusters Score -3864808 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3864927.750000 Penalty: 5016.981934
	Iteration 16Q: 3 clusters Score -3864928 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3865010.250000 Penalty: 5016.981934
	Iteration 17Q: 3 clusters Score -3865010 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3865074.500000 Penalty: 5016.981934
	Iteration 18Q: 3 clusters Score -3865074 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3865114.750000 Penalty: 5016.981934
	Iteration 19Q: 3 clusters Score -3865115 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3865159.000000 Penalty: 5016.981934
	Iteration 20F: 3 clusters Score -3865159 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3865183.500000 Penalty: 5016.981934
	Iteration 21Q: 3 clusters Score -3865184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -3865199.000000 Penalty: 5016.981934
	Iteration 22Q: 3 clusters Score -3865199 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3865216.750000 Penalty: 5016.981934
	Iteration 23Q: 3 clusters Score -3865217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -3865232.750000 Penalty: 5016.981934
	Iteration 24Q: 3 clusters Score -3865233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3865249.750000 Penalty: 5016.981934
	Iteration 25Q: 3 clusters Score -3865250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3865260.000000 Penalty: 5016.981934
	Iteration 26Q: 3 clusters Score -3865260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -3865271.750000 Penalty: 5016.981934
	Iteration 27Q: 3 clusters Score -3865272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3865273.000000 Penalty: 5016.981934
	Iteration 28Q: 3 clusters Score -3865273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3865279.750000 Penalty: 5016.981934
	Iteration 29Q: 3 clusters Score -3865280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3865288.250000 Penalty: 5016.981934
	Iteration 30Q: 3 clusters Score -3865288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3865304.500000 Penalty: 5016.981934
	Iteration 31Q: 3 clusters Score -3865304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3865317.500000 Penalty: 5016.981934
	Iteration 32Q: 3 clusters Score -3865318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3865339.000000 Penalty: 5016.981934
	Iteration 33Q: 3 clusters Score -3865339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3865332.250000 Penalty: 5016.981934
	Iteration 34Q: 3 clusters Score -3865332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -3865345.750000 Penalty: 5016.981934
	Iteration 35Q: 3 clusters Score -3865346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3865347.250000 Penalty: 5016.981934
	Iteration 36Q: 3 clusters Score -3865347 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3865344.250000 Penalty: 5016.981934
	Iteration 37Q: 3 clusters Score -3865344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3865345.500000 Penalty: 5016.981934
	Iteration 38Q: 3 clusters Score -3865346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -3865356.000000 Penalty: 5016.981934
	Iteration 39Q: 3 clusters Score -3865356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3865360.000000 Penalty: 5016.981934
	Iteration 40F: 3 clusters Score -3865360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3865368.750000 Penalty: 5016.981934
	Iteration 41Q: 3 clusters Score -3865369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3865370.250000 Penalty: 5016.981934
	Iteration 42Q: 3 clusters Score -3865370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3865381.500000 Penalty: 5016.981934
	Iteration 43Q: 3 clusters Score -3865382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3865389.750000 Penalty: 5016.981934
	Iteration 44Q: 3 clusters Score -3865390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3865397.500000 Penalty: 5016.981934
	Iteration 45Q: 3 clusters Score -3865398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3865401.500000 Penalty: 5016.981934
	Iteration 46Q: 3 clusters Score -3865402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3865401.000000 Penalty: 5016.981934
	Iteration 47Q: 3 clusters Score -3865401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3865403.000000 Penalty: 5016.981934
	Iteration 48Q: 3 clusters Score -3865403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3865409.250000 Penalty: 5016.981934
	Iteration 49Q: 3 clusters Score -3865409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3865408.500000 Penalty: 5016.981934
	Iteration 50Q: 3 clusters Score -3865408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3865408.250000 Penalty: 5016.981934
	Iteration 51Q: 3 clusters Score -3865408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3865410.250000 Penalty: 5016.981934
	Iteration 52Q: 3 clusters Score -3865410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3865419.000000 Penalty: 5016.981934
	Iteration 53Q: 3 clusters Score -3865419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3865423.500000 Penalty: 5016.981934
	Iteration 54Q: 3 clusters Score -3865424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3865426.500000 Penalty: 5016.981934
	Iteration 55Q: 3 clusters Score -3865426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3865426.250000 Penalty: 5016.981934
	Iteration 56Q: 3 clusters Score -3865426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3865426.000000 Penalty: 5016.981934
	Iteration 57Q: 3 clusters Score -3865426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3865426.000000 Penalty: 5016.981934
	Iteration 58Q: 3 clusters Score -3865426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3865426.500000 Penalty: 5016.981934
	Iteration 59Q: 3 clusters Score -3865426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3865431.250000 Penalty: 5016.981934
	Iteration 60F: 3 clusters Score -3865431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3865435.500000 Penalty: 5016.981934
	Iteration 61Q: 3 clusters Score -3865436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3865441.500000 Penalty: 5016.981934
	Iteration 62Q: 3 clusters Score -3865442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3865446.750000 Penalty: 5016.981934
	Iteration 63Q: 3 clusters Score -3865447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3865449.750000 Penalty: 5016.981934
	Iteration 64Q: 3 clusters Score -3865450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3865464.000000 Penalty: 5016.981934
	Iteration 65Q: 3 clusters Score -3865464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3865464.500000 Penalty: 5016.981934
	Iteration 66Q: 3 clusters Score -3865464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3865468.500000 Penalty: 5016.981934
	Iteration 67Q: 3 clusters Score -3865468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3865474.000000 Penalty: 5016.981934
	Iteration 68Q: 3 clusters Score -3865474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3865479.750000 Penalty: 5016.981934
	Iteration 69Q: 3 clusters Score -3865480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -3865480.750000 Penalty: 5016.981934
	Iteration 70Q: 3 clusters Score -3865481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3865492.750000 Penalty: 5016.981934
	Iteration 71Q: 3 clusters Score -3865493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3865492.500000 Penalty: 5016.981934
	Iteration 72Q: 3 clusters Score -3865492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3865506.500000 Penalty: 5016.981934
	Iteration 73Q: 3 clusters Score -3865506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3865519.250000 Penalty: 5016.981934
	Iteration 74Q: 3 clusters Score -3865519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3865522.000000 Penalty: 5016.981934
	Iteration 75Q: 3 clusters Score -3865522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3865533.250000 Penalty: 5016.981934
	Iteration 76Q: 3 clusters Score -3865533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3865539.000000 Penalty: 5016.981934
	Iteration 77Q: 3 clusters Score -3865539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3865545.250000 Penalty: 5016.981934
	Iteration 78Q: 3 clusters Score -3865545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3865551.750000 Penalty: 5016.981934
	Iteration 79Q: 3 clusters Score -3865552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3865552.750000 Penalty: 5016.981934
	Iteration 80F: 3 clusters Score -3865553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3865553.000000 Penalty: 5016.981934
	Iteration 81Q: 3 clusters Score -3865553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3865551.750000 Penalty: 5016.981934
	Iteration 82Q: 3 clusters Score -3865552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3865552.000000 Penalty: 5016.981934
	Iteration 83Q: 3 clusters Score -3865552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3865553.250000 Penalty: 5016.981934
	Iteration 84Q: 3 clusters Score -3865553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3865554.750000 Penalty: 5016.981934
	Iteration 85Q: 3 clusters Score -3865555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -3865552.000000 Penalty: 5016.981934
	Iteration 86Q: 3 clusters Score -3865552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3865552.750000 Penalty: 5016.981934
	Iteration 87Q: 3 clusters Score -3865553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -3865559.750000 Penalty: 5016.981934
	Iteration 88Q: 3 clusters Score -3865560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3865560.500000 Penalty: 5016.981934
	Iteration 89Q: 3 clusters Score -3865560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3865559.750000 Penalty: 5016.981934
	Iteration 90Q: 3 clusters Score -3865560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3865559.750000 Penalty: 5016.981934
	Iteration 91F: 3 clusters Score -3865560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -360125.406250 Penalty: 1928.268433
	Iteration 0F: 2 clusters Score -360125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -357267.875000 Penalty: 3856.536865
	Iteration 0F: 3 clusters Score -357267.9 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -357814.718750 Penalty: 3856.536865
	Iteration 1F: 3 clusters Score -357814.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -357972.375000 Penalty: 3856.536865
	Iteration 2F: 3 clusters Score -357972.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -358082.968750 Penalty: 3856.536865
	Iteration 3Q: 3 clusters Score -358083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -358188.906250 Penalty: 3856.536865
	Iteration 4Q: 3 clusters Score -358188.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -358287.843750 Penalty: 3856.536865
	Iteration 5Q: 3 clusters Score -358287.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -358387.500000 Penalty: 3856.536865
	Iteration 6Q: 3 clusters Score -358387.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -358488.656250 Penalty: 3856.536865
	Iteration 7Q: 3 clusters Score -358488.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -358556.687500 Penalty: 3856.536865
	Iteration 8Q: 3 clusters Score -358556.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -358603.218750 Penalty: 3856.536865
	Iteration 9Q: 3 clusters Score -358603.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -358647.031250 Penalty: 3856.536865
	Iteration 10Q: 3 clusters Score -358647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -358681.218750 Penalty: 3856.536865
	Iteration 11Q: 3 clusters Score -358681.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -358717.562500 Penalty: 3856.536865
	Iteration 12Q: 3 clusters Score -358717.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -358739.468750 Penalty: 3856.536865
	Iteration 13Q: 3 clusters Score -358739.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -358755.250000 Penalty: 3856.536865
	Iteration 14Q: 3 clusters Score -358755.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -358777.125000 Penalty: 3856.536865
	Iteration 15Q: 3 clusters Score -358777.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -358806.312500 Penalty: 3856.536865
	Iteration 16Q: 3 clusters Score -358806.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -358831.156250 Penalty: 3856.536865
	Iteration 17Q: 3 clusters Score -358831.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -358846.250000 Penalty: 3856.536865
	Iteration 18Q: 3 clusters Score -358846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -358857.218750 Penalty: 3856.536865
	Iteration 19Q: 3 clusters Score -358857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -358864.281250 Penalty: 3856.536865
	Iteration 20F: 3 clusters Score -358864.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -358877.937500 Penalty: 3856.536865
	Iteration 21Q: 3 clusters Score -358877.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -358890.281250 Penalty: 3856.536865
	Iteration 22Q: 3 clusters Score -358890.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -358906.281250 Penalty: 3856.536865
	Iteration 23Q: 3 clusters Score -358906.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -358919.125000 Penalty: 3856.536865
	Iteration 24Q: 3 clusters Score -358919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -358925.437500 Penalty: 3856.536865
	Iteration 25Q: 3 clusters Score -358925.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -358930.718750 Penalty: 3856.536865
	Iteration 26Q: 3 clusters Score -358930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -358935.593750 Penalty: 3856.536865
	Iteration 27Q: 3 clusters Score -358935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -358941.906250 Penalty: 3856.536865
	Iteration 28Q: 3 clusters Score -358941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -358950.531250 Penalty: 3856.536865
	Iteration 29Q: 3 clusters Score -358950.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -358959.687500 Penalty: 3856.536865
	Iteration 30Q: 3 clusters Score -358959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -358966.312500 Penalty: 3856.536865
	Iteration 31Q: 3 clusters Score -358966.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -358975.343750 Penalty: 3856.536865
	Iteration 32Q: 3 clusters Score -358975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -358983.375000 Penalty: 3856.536865
	Iteration 33Q: 3 clusters Score -358983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -358987.906250 Penalty: 3856.536865
	Iteration 34Q: 3 clusters Score -358987.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -358994.500000 Penalty: 3856.536865
	Iteration 35Q: 3 clusters Score -358994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -358997.781250 Penalty: 3856.536865
	Iteration 36Q: 3 clusters Score -358997.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -359003.843750 Penalty: 3856.536865
	Iteration 37Q: 3 clusters Score -359003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -359009.593750 Penalty: 3856.536865
	Iteration 38Q: 3 clusters Score -359009.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -359016.562500 Penalty: 3856.536865
	Iteration 39Q: 3 clusters Score -359016.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -359021.937500 Penalty: 3856.536865
	Iteration 40F: 3 clusters Score -359021.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -359027.250000 Penalty: 3856.536865
	Iteration 41Q: 3 clusters Score -359027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -359027.468750 Penalty: 3856.536865
	Iteration 42Q: 3 clusters Score -359027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -359027.468750 Penalty: 3856.536865
	Iteration 43F: 3 clusters Score -359027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Entering Unmasked Estep 
Score: -1176451.000000 Penalty: 2217.989502
	Iteration 0F: 2 clusters Score -1176451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1170254.500000 Penalty: 4435.979004
	Iteration 0F: 3 clusters Score -1170254 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1172060.125000 Penalty: 4435.979004
	Iteration 1F: 3 clusters Score -1172060 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1172384.875000 Penalty: 4435.979004
	Iteration 2F: 3 clusters Score -1172385 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1172588.375000 Penalty: 4435.979004
	Iteration 3F: 3 clusters Score -1172588 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1172715.500000 Penalty: 4435.979004
	Iteration 4Q: 3 clusters Score -1172716 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1172833.500000 Penalty: 4435.979004
	Iteration 5Q: 3 clusters Score -1172834 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1172973.250000 Penalty: 4435.979004
	Iteration 6Q: 3 clusters Score -1172973 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1173133.000000 Penalty: 4435.979004
	Iteration 7Q: 3 clusters Score -1173133 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1173331.500000 Penalty: 4435.979004
	Iteration 8Q: 3 clusters Score -1173332 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1173517.000000 Penalty: 4435.979004
	Iteration 9Q: 3 clusters Score -1173517 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1173666.375000 Penalty: 4435.979004
	Iteration 10Q: 3 clusters Score -1173666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1173791.125000 Penalty: 4435.979004
	Iteration 11Q: 3 clusters Score -1173791 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1173946.750000 Penalty: 4435.979004
	Iteration 12Q: 3 clusters Score -1173947 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1174134.750000 Penalty: 4435.979004
	Iteration 13Q: 3 clusters Score -1174135 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1174339.125000 Penalty: 4435.979004
	Iteration 14Q: 3 clusters Score -1174339 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1174554.375000 Penalty: 4435.979004
	Iteration 15Q: 3 clusters Score -1174554 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1174747.750000 Penalty: 4435.979004
	Iteration 16Q: 3 clusters Score -1174748 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1174935.625000 Penalty: 4435.979004
	Iteration 17Q: 3 clusters Score -1174936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1175119.250000 Penalty: 4435.979004
	Iteration 18Q: 3 clusters Score -1175119 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1175280.125000 Penalty: 4435.979004
	Iteration 19Q: 3 clusters Score -1175280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1175383.625000 Penalty: 4435.979004
	Iteration 20F: 3 clusters Score -1175384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1175451.875000 Penalty: 4435.979004
	Iteration 21Q: 3 clusters Score -1175452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1175502.000000 Penalty: 4435.979004
	Iteration 22Q: 3 clusters Score -1175502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1175537.750000 Penalty: 4435.979004
	Iteration 23Q: 3 clusters Score -1175538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1175552.750000 Penalty: 4435.979004
	Iteration 24Q: 3 clusters Score -1175553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1175559.250000 Penalty: 4435.979004
	Iteration 25Q: 3 clusters Score -1175559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1175562.625000 Penalty: 4435.979004
	Iteration 26Q: 3 clusters Score -1175563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1175564.875000 Penalty: 4435.979004
	Iteration 27Q: 3 clusters Score -1175565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1175565.750000 Penalty: 4435.979004
	Iteration 28Q: 3 clusters Score -1175566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1175567.875000 Penalty: 4435.979004
	Iteration 29Q: 3 clusters Score -1175568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1175570.375000 Penalty: 4435.979004
	Iteration 30Q: 3 clusters Score -1175570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1175571.750000 Penalty: 4435.979004
	Iteration 31Q: 3 clusters Score -1175572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1175574.125000 Penalty: 4435.979004
	Iteration 32Q: 3 clusters Score -1175574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1175578.375000 Penalty: 4435.979004
	Iteration 33Q: 3 clusters Score -1175578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1175580.125000 Penalty: 4435.979004
	Iteration 34Q: 3 clusters Score -1175580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1175578.875000 Penalty: 4435.979004
	Iteration 35Q: 3 clusters Score -1175579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1175579.625000 Penalty: 4435.979004
	Iteration 36Q: 3 clusters Score -1175580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1175579.625000 Penalty: 4435.979004
	Iteration 37F: 3 clusters Score -1175580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -116624.773438 Penalty: 1680.856323
	Iteration 0F: 2 clusters Score -116624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114841.203125 Penalty: 3361.712646
	Iteration 0F: 3 clusters Score -114841.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -115119.898438 Penalty: 3361.712646
	Iteration 1F: 3 clusters Score -115119.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -115207.570312 Penalty: 3361.712646
	Iteration 2F: 3 clusters Score -115207.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -115293.476562 Penalty: 3361.712646
	Iteration 3Q: 3 clusters Score -115293.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -115388.492188 Penalty: 3361.712646
	Iteration 4Q: 3 clusters Score -115388.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -115499.132812 Penalty: 3361.712646
	Iteration 5F: 3 clusters Score -115499.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -115611.382812 Penalty: 3361.712646
	Iteration 6Q: 3 clusters Score -115611.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -115750.781250 Penalty: 3361.712646
	Iteration 7Q: 3 clusters Score -115750.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115856.640625 Penalty: 3361.712646
	Iteration 8Q: 3 clusters Score -115856.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -115885.820312 Penalty: 3361.712646
	Iteration 9Q: 3 clusters Score -115885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -115897.460938 Penalty: 3361.712646
	Iteration 10Q: 3 clusters Score -115897.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115905.570312 Penalty: 3361.712646
	Iteration 11Q: 3 clusters Score -115905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -115911.773438 Penalty: 3361.712646
	Iteration 12Q: 3 clusters Score -115911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -115919.867188 Penalty: 3361.712646
	Iteration 13Q: 3 clusters Score -115919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -115921.460938 Penalty: 3361.712646
	Iteration 14Q: 3 clusters Score -115921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115924.742188 Penalty: 3361.712646
	Iteration 15Q: 3 clusters Score -115924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -115924.742188 Penalty: 3361.712646
	Iteration 16F: 3 clusters Score -115924.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -100607.726562 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -100607.7 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 407 members 
Entering Unmasked Estep 
Score: -99002.289062 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -99002.29 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -99483.859375 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -99483.86 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -99895.328125 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -99895.33 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -100537.781250 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -100537.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -100862.890625 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -100862.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -101018.476562 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -101018.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -101243.984375 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -101244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -101259.812500 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -101259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101277.320312 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -101277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101279.031250 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -101279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101286.734375 Penalty: 3365.090820
	Iteration 10F: 3 clusters Score -101286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -101369.367188 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -101369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -101382.515625 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -101382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -101397.703125 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -101397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -101429.773438 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -101429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -101439.312500 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -101439.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101443.445312 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -101443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101443.445312 Penalty: 3365.090820
	Iteration 17F: 3 clusters Score -101443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112081 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34926 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29638 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124662 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101779 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24708 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7658 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 5645 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 2864 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 677 members 
Entering Unmasked Estep 
Score: -86705632.000000 Penalty: 137950.843750
Splitting cluster 36 changes total score from -86704512.000000 to -86705632.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 37 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -875752.437500 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -875752.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -870830.625000 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -870830.6 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -872062.750000 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -872062.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -872318.937500 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -872318.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -872509.875000 Penalty: 4284.708496
	Iteration 3F: 3 clusters Score -872509.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -872677.062500 Penalty: 4284.708496
	Iteration 4Q: 3 clusters Score -872677.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -872843.562500 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -872843.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -873016.437500 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -873016.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -873190.250000 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -873190.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -873343.375000 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -873343.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -873486.625000 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -873486.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -873618.875000 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -873618.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -873719.812500 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -873719.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -873821.312500 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -873821.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -873908.625000 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -873908.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -873988.500000 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -873988.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -874087.062500 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -874087.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -874151.750000 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -874151.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -874194.625000 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -874194.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -874231.875000 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -874231.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -874257.812500 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -874257.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -874278.687500 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -874278.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -874291.062500 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -874291.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -874303.375000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -874303.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -874316.750000 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -874316.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -874324.625000 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -874324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -874333.187500 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -874333.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -874339.750000 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -874339.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -874341.750000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -874341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -874343.750000 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -874343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -874344.812500 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -874344.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -874344.375000 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -874344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -874344.812500 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -874344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -874344.812500 Penalty: 4284.708496
	Iteration 32F: 3 clusters Score -874344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -35906.230469 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -35906.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34745.058594 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -34745.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34917.703125 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -34917.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34994.535156 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -34994.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35100.691406 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -35100.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35149.816406 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -35149.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35152.648438 Penalty: 2796.624023
	Iteration 5Q: 3 clusters Score -35152.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35152.648438 Penalty: 2796.624023
	Iteration 6F: 3 clusters Score -35152.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -201563.234375 Penalty: 1787.732910
	Iteration 0F: 2 clusters Score -201563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -199376.078125 Penalty: 3575.465820
	Iteration 0F: 3 clusters Score -199376.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -199734.640625 Penalty: 3575.465820
	Iteration 1F: 3 clusters Score -199734.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -199857.609375 Penalty: 3575.465820
	Iteration 2F: 3 clusters Score -199857.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -199898.234375 Penalty: 3575.465820
	Iteration 3Q: 3 clusters Score -199898.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -199926.421875 Penalty: 3575.465820
	Iteration 4Q: 3 clusters Score -199926.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -199956.625000 Penalty: 3575.465820
	Iteration 5Q: 3 clusters Score -199956.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -199978.828125 Penalty: 3575.465820
	Iteration 6Q: 3 clusters Score -199978.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -200000.687500 Penalty: 3575.465820
	Iteration 7Q: 3 clusters Score -200000.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -200011.046875 Penalty: 3575.465820
	Iteration 8Q: 3 clusters Score -200011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -200029.375000 Penalty: 3575.465820
	Iteration 9Q: 3 clusters Score -200029.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -200048.812500 Penalty: 3575.465820
	Iteration 10Q: 3 clusters Score -200048.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -200060.109375 Penalty: 3575.465820
	Iteration 11Q: 3 clusters Score -200060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -200069.609375 Penalty: 3575.465820
	Iteration 12Q: 3 clusters Score -200069.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -200075.843750 Penalty: 3575.465820
	Iteration 13Q: 3 clusters Score -200075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -200081.312500 Penalty: 3575.465820
	Iteration 14Q: 3 clusters Score -200081.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -200093.171875 Penalty: 3575.465820
	Iteration 15Q: 3 clusters Score -200093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200102.109375 Penalty: 3575.465820
	Iteration 16Q: 3 clusters Score -200102.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -200109.000000 Penalty: 3575.465820
	Iteration 17Q: 3 clusters Score -200109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -200113.359375 Penalty: 3575.465820
	Iteration 18Q: 3 clusters Score -200113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -200115.718750 Penalty: 3575.465820
	Iteration 19Q: 3 clusters Score -200115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -200117.390625 Penalty: 3575.465820
	Iteration 20F: 3 clusters Score -200117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -200118.921875 Penalty: 3575.465820
	Iteration 21Q: 3 clusters Score -200118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -200118.921875 Penalty: 3575.465820
	Iteration 22F: 3 clusters Score -200118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -446757.500000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -446757.5 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 1447 members 
Entering Unmasked Estep 
Score: -443576.312500 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -443576.3 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -444238.437500 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -444238.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -444420.875000 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -444420.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -444585.812500 Penalty: 3948.147217
	Iteration 3F: 3 clusters Score -444585.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -444755.375000 Penalty: 3948.147217
	Iteration 4Q: 3 clusters Score -444755.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -444928.656250 Penalty: 3948.147217
	Iteration 5F: 3 clusters Score -444928.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -445136.156250 Penalty: 3948.147217
	Iteration 6F: 3 clusters Score -445136.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -445339.250000 Penalty: 3948.147217
	Iteration 7F: 3 clusters Score -445339.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -445549.468750 Penalty: 3948.147217
	Iteration 8F: 3 clusters Score -445549.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -445824.937500 Penalty: 3948.147217
	Iteration 9F: 3 clusters Score -445824.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -446093.375000 Penalty: 3948.147217
	Iteration 10F: 3 clusters Score -446093.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -446346.031250 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -446346 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -446567.125000 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -446567.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -446706.343750 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -446706.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -446787.281250 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -446787.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -446837.375000 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -446837.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -446866.375000 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -446866.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -446880.375000 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -446880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -446887.781250 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -446887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -446891.531250 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -446891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -446894.812500 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -446894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -446897.750000 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -446897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -446900.781250 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -446900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -446904.218750 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -446904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -446907.187500 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -446907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -446907.531250 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -446907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -446907.718750 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -446907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -446909.312500 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -446909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -446909.718750 Penalty: 3948.147217
	Iteration 28Q: 3 clusters Score -446909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -446909.718750 Penalty: 3948.147217
	Iteration 29F: 3 clusters Score -446909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112081 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34926 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29638 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124662 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101779 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24708 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7658 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 5645 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 1657 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 677 members 
Mstep: Class 43 contains 1207 members 
Entering Unmasked Estep 
Score: -86704536.000000 Penalty: 141235.390625
Splitting cluster 40 changes total score from -86704512.000000 to -86704536.000000
So it's getting split into cluster 43.
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 112081 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34926 members 
Mstep: Class 7 contains 5662 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29638 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8936 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124662 members 
Mstep: Class 25 contains 333 members 
Mstep: Class 26 contains 4838 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27621 members 
Mstep: Class 29 contains 3916 members 
Mstep: Class 30 contains 101779 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 24708 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7658 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 5645 members 
Mstep: Class 38 contains 281 members 
Mstep: Class 39 contains 1351 members 
Mstep: Class 40 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704920.000000 Penalty: 141235.390625
Iteration 119Q: 44 clusters Score -8.670492e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 325 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 112055 members 
Mstep: Class 5 contains 243 members 
Mstep: Class 6 contains 34922 members 
Mstep: Class 7 contains 5656 members 
Mstep: Class 8 contains 335 members 
Mstep: Class 9 contains 8116 members 
Mstep: Class 10 contains 29627 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 6060 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8932 members 
Mstep: Class 21 contains 8355 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124568 members 
Mstep: Class 25 contains 337 members 
Mstep: Class 26 contains 4852 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27746 members 
Mstep: Class 29 contains 3917 members 
Mstep: Class 30 contains 101778 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 24699 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7659 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 5652 members 
Mstep: Class 38 contains 279 members 
Mstep: Class 39 contains 1350 members 
Mstep: Class 40 contains 1742 members 
Mstep: Class 41 contains 794 members 
Mstep: Class 42 contains 683 members 
Mstep: Class 43 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86705968.000000 Penalty: 141235.390625
Iteration 120F: 44 clusters Score -8.670597e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 299 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 332 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 111988 members 
Mstep: Class 5 contains 233 members 
Mstep: Class 6 contains 34921 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8117 members 
Mstep: Class 10 contains 29612 members 
Mstep: Class 11 contains 7118 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9944 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 6028 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 8929 members 
Mstep: Class 21 contains 8356 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 124502 members 
Mstep: Class 25 contains 338 members 
Mstep: Class 26 contains 4863 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27744 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 101772 members 
Mstep: Class 31 contains 529 members 
Mstep: Class 32 contains 24700 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7655 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 213 members 
Mstep: Class 37 contains 5655 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1350 members 
Mstep: Class 40 contains 1782 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 717 members 
Mstep: Class 43 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706728.000000 Penalty: 141235.390625
Iteration 121Q: 44 clusters Score -8.670673e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 111935 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34917 members 
Mstep: Class 7 contains 5648 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8116 members 
Mstep: Class 10 contains 29611 members 
Mstep: Class 11 contains 7108 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 9974 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6030 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 8923 members 
Mstep: Class 21 contains 8358 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124485 members 
Mstep: Class 25 contains 339 members 
Mstep: Class 26 contains 4869 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27778 members 
Mstep: Class 29 contains 3912 members 
Mstep: Class 30 contains 101732 members 
Mstep: Class 31 contains 526 members 
Mstep: Class 32 contains 24695 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7650 members 
Mstep: Class 35 contains 880 members 
Mstep: Class 36 contains 209 members 
Mstep: Class 37 contains 5657 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 1793 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 733 members 
Mstep: Class 43 contains 1278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707136.000000 Penalty: 141235.390625
Iteration 122Q: 44 clusters Score -8.670714e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 111886 members 
Mstep: Class 5 contains 221 members 
Mstep: Class 6 contains 34911 members 
Mstep: Class 7 contains 5650 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29600 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10003 members 
Mstep: Class 15 contains 585 members 
Mstep: Class 16 contains 6721 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6036 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 8914 members 
Mstep: Class 21 contains 8361 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124480 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27804 members 
Mstep: Class 29 contains 3914 members 
Mstep: Class 30 contains 101694 members 
Mstep: Class 31 contains 520 members 
Mstep: Class 32 contains 24692 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7649 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 205 members 
Mstep: Class 37 contains 5658 members 
Mstep: Class 38 contains 265 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 741 members 
Mstep: Class 43 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707440.000000 Penalty: 141235.390625
Iteration 123Q: 44 clusters Score -8.670744e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 111848 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29584 members 
Mstep: Class 11 contains 7098 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10028 members 
Mstep: Class 15 contains 587 members 
Mstep: Class 16 contains 6721 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 8907 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124458 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4874 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27853 members 
Mstep: Class 29 contains 3913 members 
Mstep: Class 30 contains 101671 members 
Mstep: Class 31 contains 517 members 
Mstep: Class 32 contains 24690 members 
Mstep: Class 33 contains 2381 members 
Mstep: Class 34 contains 7642 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5667 members 
Mstep: Class 38 contains 266 members 
Mstep: Class 39 contains 1352 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 746 members 
Mstep: Class 43 contains 1362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707400.000000 Penalty: 141235.390625
Iteration 124Q: 44 clusters Score -8.67074e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 111813 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 5654 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 10 contains 29571 members 
Mstep: Class 11 contains 7088 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 588 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 8903 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124443 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4882 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27888 members 
Mstep: Class 29 contains 3917 members 
Mstep: Class 30 contains 101667 members 
Mstep: Class 31 contains 513 members 
Mstep: Class 32 contains 24688 members 
Mstep: Class 33 contains 2380 members 
Mstep: Class 34 contains 7638 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 204 members 
Mstep: Class 37 contains 5672 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 748 members 
Mstep: Class 43 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707312.000000 Penalty: 141235.390625
Iteration 125Q: 44 clusters Score -8.670731e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111794 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 5653 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 10 contains 29562 members 
Mstep: Class 11 contains 7082 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 590 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8898 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124420 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4889 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27918 members 
Mstep: Class 29 contains 3920 members 
Mstep: Class 30 contains 101658 members 
Mstep: Class 31 contains 507 members 
Mstep: Class 32 contains 24686 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7638 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5676 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 754 members 
Mstep: Class 43 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707312.000000 Penalty: 141235.390625
Iteration 126Q: 44 clusters Score -8.670731e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111805 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 5651 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8108 members 
Mstep: Class 10 contains 29557 members 
Mstep: Class 11 contains 7076 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 596 members 
Mstep: Class 16 contains 6724 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8894 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124387 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4893 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27951 members 
Mstep: Class 29 contains 3922 members 
Mstep: Class 30 contains 101639 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 24683 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 7633 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5680 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 754 members 
Mstep: Class 43 contains 1391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707288.000000 Penalty: 141235.390625
Iteration 127Q: 44 clusters Score -8.670729e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111803 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5648 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 29546 members 
Mstep: Class 11 contains 7074 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10106 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 6727 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8892 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124365 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4905 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27970 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101617 members 
Mstep: Class 31 contains 496 members 
Mstep: Class 32 contains 24677 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 7633 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5684 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 754 members 
Mstep: Class 43 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707280.000000 Penalty: 141235.390625
Iteration 128Q: 44 clusters Score -8.670728e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111786 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5647 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29536 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10125 members 
Mstep: Class 15 contains 608 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124360 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 27993 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101602 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 24675 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 7631 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5687 members 
Mstep: Class 38 contains 267 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707328.000000 Penalty: 141235.390625
Iteration 129Q: 44 clusters Score -8.670733e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111783 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34895 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8117 members 
Mstep: Class 10 contains 29532 members 
Mstep: Class 11 contains 7064 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10141 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124353 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4916 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28019 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101579 members 
Mstep: Class 31 contains 477 members 
Mstep: Class 32 contains 24667 members 
Mstep: Class 33 contains 2383 members 
Mstep: Class 34 contains 7631 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5687 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707392.000000 Penalty: 141235.390625
Iteration 130Q: 44 clusters Score -8.670739e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111785 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34892 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29528 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10159 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8891 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124332 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4920 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28045 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101562 members 
Mstep: Class 31 contains 463 members 
Mstep: Class 32 contains 24660 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7629 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5687 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707344.000000 Penalty: 141235.390625
Iteration 131Q: 44 clusters Score -8.670734e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111790 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34890 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29524 members 
Mstep: Class 11 contains 7059 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10184 members 
Mstep: Class 15 contains 635 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8890 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124312 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4925 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28072 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101532 members 
Mstep: Class 31 contains 458 members 
Mstep: Class 32 contains 24654 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7627 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5689 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707512.000000 Penalty: 141235.390625
Iteration 132Q: 44 clusters Score -8.670751e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111784 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34889 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 29521 members 
Mstep: Class 11 contains 7057 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10202 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8888 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124304 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4933 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28109 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101499 members 
Mstep: Class 31 contains 451 members 
Mstep: Class 32 contains 24651 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7627 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5689 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707496.000000 Penalty: 141235.390625
Iteration 133Q: 44 clusters Score -8.67075e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111763 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34889 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 29512 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10221 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8887 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124301 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4945 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28135 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101491 members 
Mstep: Class 31 contains 450 members 
Mstep: Class 32 contains 24644 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7626 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5690 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707664.000000 Penalty: 141235.390625
Iteration 134Q: 44 clusters Score -8.670766e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111743 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34888 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29504 members 
Mstep: Class 11 contains 7055 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10245 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8884 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124303 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4951 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28150 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101483 members 
Mstep: Class 31 contains 447 members 
Mstep: Class 32 contains 24636 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7625 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5692 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 1406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707592.000000 Penalty: 141235.390625
Iteration 135Q: 44 clusters Score -8.670759e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111717 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34889 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29494 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10268 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8884 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124313 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28162 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101478 members 
Mstep: Class 31 contains 447 members 
Mstep: Class 32 contains 24631 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5693 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707616.000000 Penalty: 141235.390625
Iteration 136Q: 44 clusters Score -8.670762e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111701 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34889 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29488 members 
Mstep: Class 11 contains 7048 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10291 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8882 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124301 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4955 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28181 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101476 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 24630 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5694 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1809 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707504.000000 Penalty: 141235.390625
Iteration 137Q: 44 clusters Score -8.67075e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111678 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34888 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29484 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10327 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8881 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124285 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28197 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101474 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 24627 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7618 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5696 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1811 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707472.000000 Penalty: 141235.390625
Iteration 138Q: 44 clusters Score -8.670747e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111641 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34889 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29483 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10367 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8879 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124271 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4961 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28220 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101472 members 
Mstep: Class 31 contains 442 members 
Mstep: Class 32 contains 24620 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7611 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5700 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 1812 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707576.000000 Penalty: 141235.390625
Iteration 139Q: 44 clusters Score -8.670758e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111617 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34890 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 29471 members 
Mstep: Class 11 contains 7023 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10400 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8878 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124266 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4966 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101461 members 
Mstep: Class 31 contains 442 members 
Mstep: Class 32 contains 24611 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7606 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5706 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 756 members 
Mstep: Class 43 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707888.000000 Penalty: 141235.390625
Iteration 140F: 44 clusters Score -8.670789e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111589 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 34891 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 344 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 29468 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8877 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124258 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4972 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28273 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101456 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 24603 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7605 members 
Mstep: Class 35 contains 882 members 
Mstep: Class 36 contains 207 members 
Mstep: Class 37 contains 5707 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1353 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 755 members 
Mstep: Class 43 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708328.000000 Penalty: 141235.390625
Iteration 141Q: 44 clusters Score -8.670833e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111584 members 
Mstep: Class 5 contains 217 members 
Mstep: Class 6 contains 34892 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 29462 members 
Mstep: Class 11 contains 7007 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10454 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8876 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124234 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4976 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101440 members 
Mstep: Class 31 contains 413 members 
Mstep: Class 32 contains 24598 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7603 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 208 members 
Mstep: Class 37 contains 5708 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1354 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 757 members 
Mstep: Class 43 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708664.000000 Penalty: 141235.390625
Iteration 142Q: 44 clusters Score -8.670866e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111579 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34895 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29456 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10484 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8875 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124201 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4977 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28307 members 
Mstep: Class 29 contains 3923 members 
Mstep: Class 30 contains 101432 members 
Mstep: Class 31 contains 411 members 
Mstep: Class 32 contains 24594 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7603 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 203 members 
Mstep: Class 37 contains 5711 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1355 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 762 members 
Mstep: Class 43 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708768.000000 Penalty: 141235.390625
Iteration 143Q: 44 clusters Score -8.670877e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111566 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34895 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 29450 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10517 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8872 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124183 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4979 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28321 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101424 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24588 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7599 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5717 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708816.000000 Penalty: 141235.390625
Iteration 144Q: 44 clusters Score -8.670882e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111571 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34896 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29443 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10536 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8869 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124169 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4986 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28340 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101404 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24582 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7598 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5723 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1356 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708784.000000 Penalty: 141235.390625
Iteration 145Q: 44 clusters Score -8.670878e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111569 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 29434 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10555 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8867 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124162 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4987 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28357 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101386 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24578 members 
Mstep: Class 33 contains 2384 members 
Mstep: Class 34 contains 7595 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5723 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708776.000000 Penalty: 141235.390625
Iteration 146Q: 44 clusters Score -8.670878e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111556 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 29429 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10567 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8864 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124152 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28378 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101375 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24579 members 
Mstep: Class 33 contains 2386 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5726 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708840.000000 Penalty: 141235.390625
Iteration 147Q: 44 clusters Score -8.670884e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111557 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29418 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10576 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8864 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124147 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4995 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28385 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101370 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24577 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708760.000000 Penalty: 141235.390625
Iteration 148Q: 44 clusters Score -8.670876e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111558 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29415 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10581 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6727 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8865 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124132 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28397 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101368 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24575 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5727 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708768.000000 Penalty: 141235.390625
Iteration 149Q: 44 clusters Score -8.670877e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111548 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29411 members 
Mstep: Class 11 contains 6987 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10590 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8864 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3832 members 
Mstep: Class 24 contains 124128 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4997 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28409 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101366 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24571 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7594 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5728 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708856.000000 Penalty: 141235.390625
Iteration 150Q: 44 clusters Score -8.670886e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111539 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 29410 members 
Mstep: Class 11 contains 6985 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10598 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3831 members 
Mstep: Class 24 contains 124119 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28428 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101360 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24567 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708872.000000 Penalty: 141235.390625
Iteration 151Q: 44 clusters Score -8.670887e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111548 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 29408 members 
Mstep: Class 11 contains 6982 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124092 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28449 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101349 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24569 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708784.000000 Penalty: 141235.390625
Iteration 152Q: 44 clusters Score -8.670878e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29407 members 
Mstep: Class 11 contains 6980 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10621 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124071 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28473 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101334 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24569 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708856.000000 Penalty: 141235.390625
Iteration 153Q: 44 clusters Score -8.670886e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111556 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29409 members 
Mstep: Class 11 contains 6979 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10631 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124054 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28495 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101318 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24568 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708872.000000 Penalty: 141235.390625
Iteration 154Q: 44 clusters Score -8.670887e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111555 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34896 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29408 members 
Mstep: Class 11 contains 6977 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10644 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124048 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28509 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101302 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24568 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708888.000000 Penalty: 141235.390625
Iteration 155Q: 44 clusters Score -8.670889e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111559 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29406 members 
Mstep: Class 11 contains 6977 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10652 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124042 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28515 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101291 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24567 members 
Mstep: Class 33 contains 2387 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708920.000000 Penalty: 141235.390625
Iteration 156Q: 44 clusters Score -8.670892e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111564 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29407 members 
Mstep: Class 11 contains 6978 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10662 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124029 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28521 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101284 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24565 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708904.000000 Penalty: 141235.390625
Iteration 157Q: 44 clusters Score -8.67089e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111561 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29407 members 
Mstep: Class 11 contains 6976 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10670 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124028 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28527 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101275 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24564 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708920.000000 Penalty: 141235.390625
Iteration 158Q: 44 clusters Score -8.670892e+07 nChanged 66
Entering ConstructFrom: 
Score: -86708920.000000 Penalty: 141235.390625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -52433.105469 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -52433.11 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 226 members 
Entering Unmasked Estep 
Score: -51173.933594 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -51173.93 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51665.062500 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -51665.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51885.066406 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -51885.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52120.500000 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -52120.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52250.636719 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -52250.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52456.671875 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -52456.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52647.847656 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -52647.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52763.968750 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -52763.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -52885.945312 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -52885.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52897.453125 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -52897.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52902.750000 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -52902.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52902.750000 Penalty: 3007.637451
	Iteration 11F: 3 clusters Score -52902.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111565 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29405 members 
Mstep: Class 11 contains 6975 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10676 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124017 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28538 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101270 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24564 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Mstep: Class 44 contains 190 members 
Entering Unmasked Estep 
Score: -86707576.000000 Penalty: 144519.937500
Splitting cluster 1 changes total score from -86708920.000000 to -86707576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -48719.359375 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -48719.36 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 169 members 
Entering Unmasked Estep 
Score: -47370.492188 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -47370.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47465.550781 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -47465.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47504.687500 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -47504.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47504.687500 Penalty: 2882.325928
	Iteration 3F: 3 clusters Score -47504.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -242392.546875 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -242392.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -239998.390625 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -239998.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -240394.359375 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -240394.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -240539.171875 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -240539.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -240635.562500 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -240635.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -240697.437500 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -240697.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -240735.828125 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -240735.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -240794.718750 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -240794.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -240837.015625 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -240837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -240874.703125 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -240874.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -240920.843750 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -240920.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -240976.640625 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -240976.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -241017.281250 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -241017.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -241072.937500 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -241072.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -241124.562500 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -241124.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -241160.109375 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -241160.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -241182.265625 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -241182.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -241201.359375 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -241201.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -241215.375000 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -241215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -241225.796875 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -241225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -241234.875000 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -241234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -241243.203125 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -241243.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -241249.218750 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -241249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -241254.500000 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -241254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -241258.796875 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -241258.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -241261.484375 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -241261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -241262.484375 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -241262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -241262.546875 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -241262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -241262.546875 Penalty: 3683.273193
	Iteration 27F: 3 clusters Score -241262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111565 members 
Entering Unmasked Estep 
Score: -17601880.000000 Penalty: 2882.345947
	Iteration 0F: 2 clusters Score -1.760188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -17530298.000000 Penalty: 5764.691895
	Iteration 0F: 3 clusters Score -1.75303e+07 nChanged 53027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -17560832.000000 Penalty: 5764.691895
	Iteration 1F: 3 clusters Score -1.756083e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -17561834.000000 Penalty: 5764.691895
	Iteration 2Q: 3 clusters Score -1.756183e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -17562754.000000 Penalty: 5764.691895
	Iteration 3Q: 3 clusters Score -1.756275e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -17563852.000000 Penalty: 5764.691895
	Iteration 4Q: 3 clusters Score -1.756385e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -17565114.000000 Penalty: 5764.691895
	Iteration 5Q: 3 clusters Score -1.756511e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -17566844.000000 Penalty: 5764.691895
	Iteration 6Q: 3 clusters Score -1.756684e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -17569650.000000 Penalty: 5764.691895
	Iteration 7Q: 3 clusters Score -1.756965e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -17574166.000000 Penalty: 5764.691895
	Iteration 8F: 3 clusters Score -1.757417e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 55139 members 
Entering Unmasked Estep 
Score: -17580236.000000 Penalty: 5764.691895
	Iteration 9F: 3 clusters Score -1.758024e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -17585560.000000 Penalty: 5764.691895
	Iteration 10F: 3 clusters Score -1.758556e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -17588046.000000 Penalty: 5764.691895
	Iteration 11F: 3 clusters Score -1.758805e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -17589046.000000 Penalty: 5764.691895
	Iteration 12Q: 3 clusters Score -1.758905e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -17589614.000000 Penalty: 5764.691895
	Iteration 13Q: 3 clusters Score -1.758961e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -17589962.000000 Penalty: 5764.691895
	Iteration 14Q: 3 clusters Score -1.758996e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -17590374.000000 Penalty: 5764.691895
	Iteration 15Q: 3 clusters Score -1.759037e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -17590700.000000 Penalty: 5764.691895
	Iteration 16Q: 3 clusters Score -1.75907e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -17590990.000000 Penalty: 5764.691895
	Iteration 17Q: 3 clusters Score -1.759099e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -17591208.000000 Penalty: 5764.691895
	Iteration 18Q: 3 clusters Score -1.759121e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -17591472.000000 Penalty: 5764.691895
	Iteration 19Q: 3 clusters Score -1.759147e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -17591626.000000 Penalty: 5764.691895
	Iteration 20F: 3 clusters Score -1.759163e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -17591832.000000 Penalty: 5764.691895
	Iteration 21Q: 3 clusters Score -1.759183e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -17592006.000000 Penalty: 5764.691895
	Iteration 22Q: 3 clusters Score -1.759201e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -17592060.000000 Penalty: 5764.691895
	Iteration 23Q: 3 clusters Score -1.759206e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -17592154.000000 Penalty: 5764.691895
	Iteration 24Q: 3 clusters Score -1.759215e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -17592208.000000 Penalty: 5764.691895
	Iteration 25Q: 3 clusters Score -1.759221e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -17592246.000000 Penalty: 5764.691895
	Iteration 26Q: 3 clusters Score -1.759225e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -17592302.000000 Penalty: 5764.691895
	Iteration 27Q: 3 clusters Score -1.75923e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60380 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -17592368.000000 Penalty: 5764.691895
	Iteration 28Q: 3 clusters Score -1.759237e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -17592490.000000 Penalty: 5764.691895
	Iteration 29Q: 3 clusters Score -1.759249e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -17592486.000000 Penalty: 5764.691895
	Iteration 30Q: 3 clusters Score -1.759249e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -17592484.000000 Penalty: 5764.691895
	Iteration 31Q: 3 clusters Score -1.759248e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -17592448.000000 Penalty: 5764.691895
	Iteration 32Q: 3 clusters Score -1.759245e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -17592540.000000 Penalty: 5764.691895
	Iteration 33Q: 3 clusters Score -1.759254e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -17592562.000000 Penalty: 5764.691895
	Iteration 34Q: 3 clusters Score -1.759256e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -17592536.000000 Penalty: 5764.691895
	Iteration 35Q: 3 clusters Score -1.759254e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -17592616.000000 Penalty: 5764.691895
	Iteration 36Q: 3 clusters Score -1.759262e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -17592712.000000 Penalty: 5764.691895
	Iteration 37Q: 3 clusters Score -1.759271e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -17592684.000000 Penalty: 5764.691895
	Iteration 38Q: 3 clusters Score -1.759268e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -17592672.000000 Penalty: 5764.691895
	Iteration 39Q: 3 clusters Score -1.759267e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -17592672.000000 Penalty: 5764.691895
	Iteration 40F: 3 clusters Score -1.759267e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -17592692.000000 Penalty: 5764.691895
	Iteration 41Q: 3 clusters Score -1.759269e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -17592718.000000 Penalty: 5764.691895
	Iteration 42Q: 3 clusters Score -1.759272e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -17592756.000000 Penalty: 5764.691895
	Iteration 43Q: 3 clusters Score -1.759276e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -17592772.000000 Penalty: 5764.691895
	Iteration 44Q: 3 clusters Score -1.759277e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -17592788.000000 Penalty: 5764.691895
	Iteration 45Q: 3 clusters Score -1.759279e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -17592772.000000 Penalty: 5764.691895
	Iteration 46Q: 3 clusters Score -1.759277e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -17592800.000000 Penalty: 5764.691895
	Iteration 47Q: 3 clusters Score -1.75928e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -17592810.000000 Penalty: 5764.691895
	Iteration 48Q: 3 clusters Score -1.759281e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -17592856.000000 Penalty: 5764.691895
	Iteration 49Q: 3 clusters Score -1.759286e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -17592868.000000 Penalty: 5764.691895
	Iteration 50Q: 3 clusters Score -1.759287e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -17592896.000000 Penalty: 5764.691895
	Iteration 51Q: 3 clusters Score -1.75929e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -17592946.000000 Penalty: 5764.691895
	Iteration 52Q: 3 clusters Score -1.759295e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -17592988.000000 Penalty: 5764.691895
	Iteration 53Q: 3 clusters Score -1.759299e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
Score: -17593060.000000 Penalty: 5764.691895
	Iteration 54Q: 3 clusters Score -1.759306e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -17593030.000000 Penalty: 5764.691895
	Iteration 55Q: 3 clusters Score -1.759303e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -17593076.000000 Penalty: 5764.691895
	Iteration 56Q: 3 clusters Score -1.759308e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -17593076.000000 Penalty: 5764.691895
	Iteration 57Q: 3 clusters Score -1.759308e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -17593056.000000 Penalty: 5764.691895
	Iteration 58Q: 3 clusters Score -1.759306e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -17593170.000000 Penalty: 5764.691895
	Iteration 59Q: 3 clusters Score -1.759317e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -17593226.000000 Penalty: 5764.691895
	Iteration 60F: 3 clusters Score -1.759323e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57412 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -17593270.000000 Penalty: 5764.691895
	Iteration 61Q: 3 clusters Score -1.759327e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -17593282.000000 Penalty: 5764.691895
	Iteration 62Q: 3 clusters Score -1.759328e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -17593402.000000 Penalty: 5764.691895
	Iteration 63Q: 3 clusters Score -1.75934e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -17593438.000000 Penalty: 5764.691895
	Iteration 64Q: 3 clusters Score -1.759344e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -17593556.000000 Penalty: 5764.691895
	Iteration 65Q: 3 clusters Score -1.759356e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -17593750.000000 Penalty: 5764.691895
	Iteration 66Q: 3 clusters Score -1.759375e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -17593834.000000 Penalty: 5764.691895
	Iteration 67Q: 3 clusters Score -1.759383e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -17593956.000000 Penalty: 5764.691895
	Iteration 68Q: 3 clusters Score -1.759396e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -17594088.000000 Penalty: 5764.691895
	Iteration 69Q: 3 clusters Score -1.759409e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -17594168.000000 Penalty: 5764.691895
	Iteration 70Q: 3 clusters Score -1.759417e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -17594284.000000 Penalty: 5764.691895
	Iteration 71Q: 3 clusters Score -1.759428e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -17594344.000000 Penalty: 5764.691895
	Iteration 72Q: 3 clusters Score -1.759434e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56154 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -17594404.000000 Penalty: 5764.691895
	Iteration 73Q: 3 clusters Score -1.75944e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.759448e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.759458e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 55852 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.75947e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -17594722.000000 Penalty: 5764.691895
	Iteration 77Q: 3 clusters Score -1.759472e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.759479e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.759483e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -17594808.000000 Penalty: 5764.691895
	Iteration 80F: 3 clusters Score -1.759481e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -17594816.000000 Penalty: 5764.691895
	Iteration 81Q: 3 clusters Score -1.759482e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.759482e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.759484e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.759487e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -17594856.000000 Penalty: 5764.691895
	Iteration 85Q: 3 clusters Score -1.759486e+07 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.759484e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -17594846.000000 Penalty: 5764.691895
	Iteration 87Q: 3 clusters Score -1.759485e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.759481e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.75948e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -17594818.000000 Penalty: 5764.691895
	Iteration 90Q: 3 clusters Score -1.759482e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.759484e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.759486e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -17594840.000000 Penalty: 5764.691895
	Iteration 93Q: 3 clusters Score -1.759484e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.75949e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.759486e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.759482e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53070 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.759483e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.759485e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.759485e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.759488e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.759491e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.759489e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.75949e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.759492e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.759488e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -17594914.000000 Penalty: 5764.691895
	Iteration 106Q: 3 clusters Score -1.759491e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.759491e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.75949e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.759488e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.759489e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51870 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.759489e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.759488e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.759489e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.759491e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.75949e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -17594926.000000 Penalty: 5764.691895
	Iteration 116Q: 3 clusters Score -1.759493e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.759491e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 60108 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.759491e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.75949e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -17594916.000000 Penalty: 5764.691895
	Iteration 120F: 3 clusters Score -1.759492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.759491e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.759489e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.759491e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.759492e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.75949e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -17594902.000000 Penalty: 5764.691895
	Iteration 126Q: 3 clusters Score -1.75949e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.759491e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.759489e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.759489e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.759489e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.759488e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.759488e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.759487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 60946 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.759488e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.759484e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -17594838.000000 Penalty: 5764.691895
	Iteration 136Q: 3 clusters Score -1.759484e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.759486e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.759483e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.759484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.759485e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.759487e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.759484e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.759485e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.759486e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.759485e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.759483e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.759482e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.759483e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.759483e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 61807 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.759484e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.759485e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.759483e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.759486e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.759488e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -17594868.000000 Penalty: 5764.691895
	Iteration 155Q: 3 clusters Score -1.759487e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -17594862.000000 Penalty: 5764.691895
	Iteration 156Q: 3 clusters Score -1.759486e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.759488e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.759489e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.75949e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -17594906.000000 Penalty: 5764.691895
	Iteration 160F: 3 clusters Score -1.759491e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -17594918.000000 Penalty: 5764.691895
	Iteration 161Q: 3 clusters Score -1.759492e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 62699 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.759489e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -17594912.000000 Penalty: 5764.691895
	Iteration 163Q: 3 clusters Score -1.759491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.759489e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -17594908.000000 Penalty: 5764.691895
	Iteration 165Q: 3 clusters Score -1.759491e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -17594882.000000 Penalty: 5764.691895
	Iteration 166Q: 3 clusters Score -1.759488e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 63095 members 
Entering Unmasked Estep 
Score: -17594872.000000 Penalty: 5764.691895
	Iteration 167Q: 3 clusters Score -1.759487e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -17594866.000000 Penalty: 5764.691895
	Iteration 168Q: 3 clusters Score -1.759487e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -17594876.000000 Penalty: 5764.691895
	Iteration 169Q: 3 clusters Score -1.759488e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -17594906.000000 Penalty: 5764.691895
	Iteration 170Q: 3 clusters Score -1.759491e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -17594894.000000 Penalty: 5764.691895
	Iteration 171Q: 3 clusters Score -1.759489e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -17594920.000000 Penalty: 5764.691895
	Iteration 172Q: 3 clusters Score -1.759492e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -17594918.000000 Penalty: 5764.691895
	Iteration 173Q: 3 clusters Score -1.759492e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 63954 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.759488e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.759488e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 64181 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.759489e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 64330 members 
Entering Unmasked Estep 
Score: -17594940.000000 Penalty: 5764.691895
	Iteration 177Q: 3 clusters Score -1.759494e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 64482 members 
Entering Unmasked Estep 
Score: -17594930.000000 Penalty: 5764.691895
	Iteration 178Q: 3 clusters Score -1.759493e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -17594908.000000 Penalty: 5764.691895
	Iteration 179Q: 3 clusters Score -1.759491e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -17594850.000000 Penalty: 5764.691895
	Iteration 180F: 3 clusters Score -1.759485e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.759486e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.759488e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -17594872.000000 Penalty: 5764.691895
	Iteration 183Q: 3 clusters Score -1.759487e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -17594838.000000 Penalty: 5764.691895
	Iteration 184Q: 3 clusters Score -1.759484e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -17594866.000000 Penalty: 5764.691895
	Iteration 185Q: 3 clusters Score -1.759487e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -17594892.000000 Penalty: 5764.691895
	Iteration 186Q: 3 clusters Score -1.759489e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.759491e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.759489e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -17594890.000000 Penalty: 5764.691895
	Iteration 189Q: 3 clusters Score -1.759489e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -17594898.000000 Penalty: 5764.691895
	Iteration 190Q: 3 clusters Score -1.75949e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -17594870.000000 Penalty: 5764.691895
	Iteration 191Q: 3 clusters Score -1.759487e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.759489e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -17594936.000000 Penalty: 5764.691895
	Iteration 193Q: 3 clusters Score -1.759494e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 67255 members 
Entering Unmasked Estep 
Score: -17594942.000000 Penalty: 5764.691895
	Iteration 194Q: 3 clusters Score -1.759494e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.759499e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -17595002.000000 Penalty: 5764.691895
	Iteration 196Q: 3 clusters Score -1.7595e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.759499e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.759495e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -17594984.000000 Penalty: 5764.691895
	Iteration 199Q: 3 clusters Score -1.759498e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -17595002.000000 Penalty: 5764.691895
	Iteration 200F: 3 clusters Score -1.7595e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -17595014.000000 Penalty: 5764.691895
	Iteration 201Q: 3 clusters Score -1.759501e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -17594986.000000 Penalty: 5764.691895
	Iteration 202Q: 3 clusters Score -1.759499e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 69245 members 
Entering Unmasked Estep 
Score: -17594974.000000 Penalty: 5764.691895
	Iteration 203Q: 3 clusters Score -1.759497e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -17594958.000000 Penalty: 5764.691895
	Iteration 204Q: 3 clusters Score -1.759496e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -17594942.000000 Penalty: 5764.691895
	Iteration 205Q: 3 clusters Score -1.759494e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 69990 members 
Entering Unmasked Estep 
Score: -17594934.000000 Penalty: 5764.691895
	Iteration 206Q: 3 clusters Score -1.759493e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 70290 members 
Entering Unmasked Estep 
Score: -17594902.000000 Penalty: 5764.691895
	Iteration 207Q: 3 clusters Score -1.75949e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.759493e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -17594910.000000 Penalty: 5764.691895
	Iteration 209Q: 3 clusters Score -1.759491e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -17594876.000000 Penalty: 5764.691895
	Iteration 210Q: 3 clusters Score -1.759488e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -17594896.000000 Penalty: 5764.691895
	Iteration 211Q: 3 clusters Score -1.75949e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -17594904.000000 Penalty: 5764.691895
	Iteration 212Q: 3 clusters Score -1.75949e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -17594982.000000 Penalty: 5764.691895
	Iteration 213Q: 3 clusters Score -1.759498e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -17595006.000000 Penalty: 5764.691895
	Iteration 214Q: 3 clusters Score -1.759501e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -17594992.000000 Penalty: 5764.691895
	Iteration 215Q: 3 clusters Score -1.759499e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.759499e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 73744 members 
Entering Unmasked Estep 
Score: -17595040.000000 Penalty: 5764.691895
	Iteration 217Q: 3 clusters Score -1.759504e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -17595084.000000 Penalty: 5764.691895
	Iteration 218Q: 3 clusters Score -1.759508e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 74505 members 
Entering Unmasked Estep 
Score: -17595170.000000 Penalty: 5764.691895
	Iteration 219Q: 3 clusters Score -1.759517e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -17595124.000000 Penalty: 5764.691895
	Iteration 220F: 3 clusters Score -1.759512e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 75313 members 
Entering Unmasked Estep 
Score: -17595104.000000 Penalty: 5764.691895
	Iteration 221Q: 3 clusters Score -1.75951e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 75754 members 
Entering Unmasked Estep 
Score: -17595110.000000 Penalty: 5764.691895
	Iteration 222Q: 3 clusters Score -1.759511e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.759508e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.759508e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 77114 members 
Entering Unmasked Estep 
Score: -17595122.000000 Penalty: 5764.691895
	Iteration 225Q: 3 clusters Score -1.759512e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -17595224.000000 Penalty: 5764.691895
	Iteration 226Q: 3 clusters Score -1.759522e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -17595216.000000 Penalty: 5764.691895
	Iteration 227Q: 3 clusters Score -1.759522e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 78485 members 
Entering Unmasked Estep 
Score: -17595206.000000 Penalty: 5764.691895
	Iteration 228Q: 3 clusters Score -1.759521e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -17595292.000000 Penalty: 5764.691895
	Iteration 229Q: 3 clusters Score -1.759529e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -17595296.000000 Penalty: 5764.691895
	Iteration 230Q: 3 clusters Score -1.75953e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -17595330.000000 Penalty: 5764.691895
	Iteration 231Q: 3 clusters Score -1.759533e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -17595442.000000 Penalty: 5764.691895
	Iteration 232Q: 3 clusters Score -1.759544e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -17595500.000000 Penalty: 5764.691895
	Iteration 233Q: 3 clusters Score -1.75955e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -17595496.000000 Penalty: 5764.691895
	Iteration 234Q: 3 clusters Score -1.75955e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 82727 members 
Entering Unmasked Estep 
Score: -17595636.000000 Penalty: 5764.691895
	Iteration 235Q: 3 clusters Score -1.759564e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -17595762.000000 Penalty: 5764.691895
	Iteration 236Q: 3 clusters Score -1.759576e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -17595884.000000 Penalty: 5764.691895
	Iteration 237Q: 3 clusters Score -1.759588e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -17596024.000000 Penalty: 5764.691895
	Iteration 238Q: 3 clusters Score -1.759602e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -17596208.000000 Penalty: 5764.691895
	Iteration 239Q: 3 clusters Score -1.759621e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 86832 members 
Entering Unmasked Estep 
Score: -17596318.000000 Penalty: 5764.691895
	Iteration 240F: 3 clusters Score -1.759632e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -17596612.000000 Penalty: 5764.691895
	Iteration 241Q: 3 clusters Score -1.759661e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -17596744.000000 Penalty: 5764.691895
	Iteration 242Q: 3 clusters Score -1.759674e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 89747 members 
Entering Unmasked Estep 
Score: -17596900.000000 Penalty: 5764.691895
	Iteration 243Q: 3 clusters Score -1.75969e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -17597070.000000 Penalty: 5764.691895
	Iteration 244Q: 3 clusters Score -1.759707e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -17597360.000000 Penalty: 5764.691895
	Iteration 245Q: 3 clusters Score -1.759736e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -17597614.000000 Penalty: 5764.691895
	Iteration 246Q: 3 clusters Score -1.759761e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 94067 members 
Entering Unmasked Estep 
Score: -17597978.000000 Penalty: 5764.691895
	Iteration 247Q: 3 clusters Score -1.759798e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -17598236.000000 Penalty: 5764.691895
	Iteration 248Q: 3 clusters Score -1.759824e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 95974 members 
Entering Unmasked Estep 
Score: -17598432.000000 Penalty: 5764.691895
	Iteration 249Q: 3 clusters Score -1.759843e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -17598702.000000 Penalty: 5764.691895
	Iteration 250Q: 3 clusters Score -1.75987e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 97774 members 
Entering Unmasked Estep 
Score: -17598948.000000 Penalty: 5764.691895
	Iteration 251Q: 3 clusters Score -1.759895e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -17599132.000000 Penalty: 5764.691895
	Iteration 252Q: 3 clusters Score -1.759913e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -17599232.000000 Penalty: 5764.691895
	Iteration 253Q: 3 clusters Score -1.759923e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -17599374.000000 Penalty: 5764.691895
	Iteration 254Q: 3 clusters Score -1.759937e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 100696 members 
Entering Unmasked Estep 
Score: -17599434.000000 Penalty: 5764.691895
	Iteration 255Q: 3 clusters Score -1.759943e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -17599552.000000 Penalty: 5764.691895
	Iteration 256Q: 3 clusters Score -1.759955e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -17599556.000000 Penalty: 5764.691895
	Iteration 257Q: 3 clusters Score -1.759956e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 102334 members 
Entering Unmasked Estep 
Score: -17599594.000000 Penalty: 5764.691895
	Iteration 258Q: 3 clusters Score -1.759959e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 102815 members 
Entering Unmasked Estep 
Score: -17599662.000000 Penalty: 5764.691895
	Iteration 259Q: 3 clusters Score -1.759966e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 103251 members 
Entering Unmasked Estep 
Score: -17599698.000000 Penalty: 5764.691895
	Iteration 260F: 3 clusters Score -1.75997e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 103658 members 
Entering Unmasked Estep 
Score: -17599736.000000 Penalty: 5764.691895
	Iteration 261Q: 3 clusters Score -1.759974e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -17599770.000000 Penalty: 5764.691895
	Iteration 262Q: 3 clusters Score -1.759977e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 104328 members 
Entering Unmasked Estep 
Score: -17599754.000000 Penalty: 5764.691895
	Iteration 263Q: 3 clusters Score -1.759975e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -17599790.000000 Penalty: 5764.691895
	Iteration 264Q: 3 clusters Score -1.759979e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 104892 members 
Entering Unmasked Estep 
Score: -17599772.000000 Penalty: 5764.691895
	Iteration 265Q: 3 clusters Score -1.759977e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 105150 members 
Entering Unmasked Estep 
Score: -17599770.000000 Penalty: 5764.691895
	Iteration 266Q: 3 clusters Score -1.759977e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 105400 members 
Entering Unmasked Estep 
Score: -17599758.000000 Penalty: 5764.691895
	Iteration 267Q: 3 clusters Score -1.759976e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 105636 members 
Entering Unmasked Estep 
Score: -17599782.000000 Penalty: 5764.691895
	Iteration 268Q: 3 clusters Score -1.759978e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -17599716.000000 Penalty: 5764.691895
	Iteration 269Q: 3 clusters Score -1.759972e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 106075 members 
Entering Unmasked Estep 
Score: -17599714.000000 Penalty: 5764.691895
	Iteration 270Q: 3 clusters Score -1.759971e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -17599762.000000 Penalty: 5764.691895
	Iteration 271Q: 3 clusters Score -1.759976e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 106512 members 
Entering Unmasked Estep 
Score: -17599724.000000 Penalty: 5764.691895
	Iteration 272Q: 3 clusters Score -1.759972e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 106698 members 
Entering Unmasked Estep 
Score: -17599730.000000 Penalty: 5764.691895
	Iteration 273Q: 3 clusters Score -1.759973e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -17599716.000000 Penalty: 5764.691895
	Iteration 274Q: 3 clusters Score -1.759972e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 107023 members 
Entering Unmasked Estep 
Score: -17599766.000000 Penalty: 5764.691895
	Iteration 275Q: 3 clusters Score -1.759977e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 107164 members 
Entering Unmasked Estep 
Score: -17599786.000000 Penalty: 5764.691895
	Iteration 276Q: 3 clusters Score -1.759979e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 107302 members 
Entering Unmasked Estep 
Score: -17599764.000000 Penalty: 5764.691895
	Iteration 277Q: 3 clusters Score -1.759976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 107428 members 
Entering Unmasked Estep 
Score: -17599764.000000 Penalty: 5764.691895
	Iteration 278Q: 3 clusters Score -1.759976e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 107566 members 
Entering Unmasked Estep 
Score: -17599818.000000 Penalty: 5764.691895
	Iteration 279Q: 3 clusters Score -1.759982e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -17599856.000000 Penalty: 5764.691895
	Iteration 280F: 3 clusters Score -1.759986e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 107815 members 
Entering Unmasked Estep 
Score: -17599870.000000 Penalty: 5764.691895
	Iteration 281Q: 3 clusters Score -1.759987e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 107925 members 
Entering Unmasked Estep 
Score: -17599854.000000 Penalty: 5764.691895
	Iteration 282Q: 3 clusters Score -1.759985e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -17599862.000000 Penalty: 5764.691895
	Iteration 283Q: 3 clusters Score -1.759986e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -17599910.000000 Penalty: 5764.691895
	Iteration 284Q: 3 clusters Score -1.759991e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -17599904.000000 Penalty: 5764.691895
	Iteration 285Q: 3 clusters Score -1.75999e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 108279 members 
Entering Unmasked Estep 
Score: -17599886.000000 Penalty: 5764.691895
	Iteration 286Q: 3 clusters Score -1.759989e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -17599920.000000 Penalty: 5764.691895
	Iteration 287Q: 3 clusters Score -1.759992e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -17599898.000000 Penalty: 5764.691895
	Iteration 288Q: 3 clusters Score -1.75999e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 108481 members 
Entering Unmasked Estep 
Score: -17599904.000000 Penalty: 5764.691895
	Iteration 289Q: 3 clusters Score -1.75999e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -17599894.000000 Penalty: 5764.691895
	Iteration 290Q: 3 clusters Score -1.759989e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -17599904.000000 Penalty: 5764.691895
	Iteration 291Q: 3 clusters Score -1.75999e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 108655 members 
Entering Unmasked Estep 
Score: -17599916.000000 Penalty: 5764.691895
	Iteration 292Q: 3 clusters Score -1.759992e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -17599932.000000 Penalty: 5764.691895
	Iteration 293Q: 3 clusters Score -1.759993e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -17599958.000000 Penalty: 5764.691895
	Iteration 294Q: 3 clusters Score -1.759996e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 108799 members 
Entering Unmasked Estep 
Score: -17599932.000000 Penalty: 5764.691895
	Iteration 295Q: 3 clusters Score -1.759993e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -17599920.000000 Penalty: 5764.691895
	Iteration 296Q: 3 clusters Score -1.759992e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 108884 members 
Entering Unmasked Estep 
Score: -17599940.000000 Penalty: 5764.691895
	Iteration 297Q: 3 clusters Score -1.759994e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 108929 members 
Entering Unmasked Estep 
Score: -17599938.000000 Penalty: 5764.691895
	Iteration 298Q: 3 clusters Score -1.759994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -17599944.000000 Penalty: 5764.691895
	Iteration 299Q: 3 clusters Score -1.759994e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 109001 members 
Entering Unmasked Estep 
Score: -17599950.000000 Penalty: 5764.691895
	Iteration 300F: 3 clusters Score -1.759995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -17599962.000000 Penalty: 5764.691895
	Iteration 301Q: 3 clusters Score -1.759996e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 109059 members 
Entering Unmasked Estep 
Score: -17599974.000000 Penalty: 5764.691895
	Iteration 302Q: 3 clusters Score -1.759997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -17599956.000000 Penalty: 5764.691895
	Iteration 303Q: 3 clusters Score -1.759996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 109096 members 
Entering Unmasked Estep 
Score: -17599956.000000 Penalty: 5764.691895
	Iteration 304Q: 3 clusters Score -1.759996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -17599948.000000 Penalty: 5764.691895
	Iteration 305Q: 3 clusters Score -1.759995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -17599940.000000 Penalty: 5764.691895
	Iteration 306Q: 3 clusters Score -1.759994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 109140 members 
Entering Unmasked Estep 
Score: -17599932.000000 Penalty: 5764.691895
	Iteration 307Q: 3 clusters Score -1.759993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 109153 members 
Entering Unmasked Estep 
Score: -17599932.000000 Penalty: 5764.691895
	Iteration 308Q: 3 clusters Score -1.759993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -17599936.000000 Penalty: 5764.691895
	Iteration 309Q: 3 clusters Score -1.759994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 109186 members 
Entering Unmasked Estep 
Score: -17599936.000000 Penalty: 5764.691895
	Iteration 310Q: 3 clusters Score -1.759994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -17599940.000000 Penalty: 5764.691895
	Iteration 311Q: 3 clusters Score -1.759994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 109230 members 
Entering Unmasked Estep 
Score: -17599934.000000 Penalty: 5764.691895
	Iteration 312Q: 3 clusters Score -1.759993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 109246 members 
Entering Unmasked Estep 
Score: -17599916.000000 Penalty: 5764.691895
	Iteration 313Q: 3 clusters Score -1.759992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 109268 members 
Entering Unmasked Estep 
Score: -17599920.000000 Penalty: 5764.691895
	Iteration 314Q: 3 clusters Score -1.759992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 109284 members 
Entering Unmasked Estep 
Score: -17599896.000000 Penalty: 5764.691895
	Iteration 315Q: 3 clusters Score -1.75999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -17599902.000000 Penalty: 5764.691895
	Iteration 316Q: 3 clusters Score -1.75999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -17599906.000000 Penalty: 5764.691895
	Iteration 317Q: 3 clusters Score -1.759991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 109309 members 
Entering Unmasked Estep 
Score: -17599922.000000 Penalty: 5764.691895
	Iteration 318Q: 3 clusters Score -1.759992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -17599910.000000 Penalty: 5764.691895
	Iteration 319Q: 3 clusters Score -1.759991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -17599900.000000 Penalty: 5764.691895
	Iteration 320F: 3 clusters Score -1.75999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 109329 members 
Entering Unmasked Estep 
Score: -17599896.000000 Penalty: 5764.691895
	Iteration 321Q: 3 clusters Score -1.75999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 109339 members 
Entering Unmasked Estep 
Score: -17599892.000000 Penalty: 5764.691895
	Iteration 322Q: 3 clusters Score -1.759989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -17599902.000000 Penalty: 5764.691895
	Iteration 323Q: 3 clusters Score -1.75999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 109365 members 
Entering Unmasked Estep 
Score: -17599906.000000 Penalty: 5764.691895
	Iteration 324Q: 3 clusters Score -1.759991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -17599896.000000 Penalty: 5764.691895
	Iteration 325Q: 3 clusters Score -1.75999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -17599910.000000 Penalty: 5764.691895
	Iteration 326Q: 3 clusters Score -1.759991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 109376 members 
Entering Unmasked Estep 
Score: -17599924.000000 Penalty: 5764.691895
	Iteration 327Q: 3 clusters Score -1.759992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -17599916.000000 Penalty: 5764.691895
	Iteration 328Q: 3 clusters Score -1.759992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 109380 members 
Entering Unmasked Estep 
Score: -17599912.000000 Penalty: 5764.691895
	Iteration 329Q: 3 clusters Score -1.759991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 109382 members 
Entering Unmasked Estep 
Score: -17599922.000000 Penalty: 5764.691895
	Iteration 330Q: 3 clusters Score -1.759992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -17599920.000000 Penalty: 5764.691895
	Iteration 331Q: 3 clusters Score -1.759992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -17599920.000000 Penalty: 5764.691895
	Iteration 332F: 3 clusters Score -1.759992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -26795.253906 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -26795.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26055.531250 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -26055.53 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26237.375000 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -26237.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26294.250000 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -26294.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26381.339844 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -26381.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26397.957031 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -26397.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26408.433594 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -26408.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26415.837891 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -26415.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26420.986328 Penalty: 2675.239258
	Iteration 7Q: 3 clusters Score -26420.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26424.500000 Penalty: 2675.239258
	Iteration 8Q: 3 clusters Score -26424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26424.500000 Penalty: 2675.239258
	Iteration 9F: 3 clusters Score -26424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Entering Unmasked Estep 
Score: -5404818.500000 Penalty: 2594.118896
	Iteration 0F: 2 clusters Score -5404818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5381114.000000 Penalty: 5188.237793
	Iteration 0F: 3 clusters Score -5381114 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5389956.000000 Penalty: 5188.237793
	Iteration 1F: 3 clusters Score -5389956 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -5390637.000000 Penalty: 5188.237793
	Iteration 2Q: 3 clusters Score -5390637 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -5391410.500000 Penalty: 5188.237793
	Iteration 3Q: 3 clusters Score -5391410 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -5392269.000000 Penalty: 5188.237793
	Iteration 4F: 3 clusters Score -5392269 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -5393366.500000 Penalty: 5188.237793
	Iteration 5F: 3 clusters Score -5393366 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -5394871.500000 Penalty: 5188.237793
	Iteration 6F: 3 clusters Score -5394872 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5396594.000000 Penalty: 5188.237793
	Iteration 7F: 3 clusters Score -5396594 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5398407.000000 Penalty: 5188.237793
	Iteration 8F: 3 clusters Score -5398407 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5399940.500000 Penalty: 5188.237793
	Iteration 9F: 3 clusters Score -5399940 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -5401041.500000 Penalty: 5188.237793
	Iteration 10Q: 3 clusters Score -5401042 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -5401742.500000 Penalty: 5188.237793
	Iteration 11Q: 3 clusters Score -5401742 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -5402116.500000 Penalty: 5188.237793
	Iteration 12Q: 3 clusters Score -5402116 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -5402293.000000 Penalty: 5188.237793
	Iteration 13Q: 3 clusters Score -5402293 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -5402384.500000 Penalty: 5188.237793
	Iteration 14Q: 3 clusters Score -5402384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -5402422.000000 Penalty: 5188.237793
	Iteration 15Q: 3 clusters Score -5402422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -5402469.000000 Penalty: 5188.237793
	Iteration 16Q: 3 clusters Score -5402469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -5402503.000000 Penalty: 5188.237793
	Iteration 17Q: 3 clusters Score -5402503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -5402521.000000 Penalty: 5188.237793
	Iteration 18Q: 3 clusters Score -5402521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -5402537.500000 Penalty: 5188.237793
	Iteration 19Q: 3 clusters Score -5402538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -5402548.000000 Penalty: 5188.237793
	Iteration 20F: 3 clusters Score -5402548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -5402546.000000 Penalty: 5188.237793
	Iteration 21Q: 3 clusters Score -5402546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -5402544.500000 Penalty: 5188.237793
	Iteration 22Q: 3 clusters Score -5402544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -5402556.500000 Penalty: 5188.237793
	Iteration 23Q: 3 clusters Score -5402556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -5402558.500000 Penalty: 5188.237793
	Iteration 24Q: 3 clusters Score -5402558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -5402565.000000 Penalty: 5188.237793
	Iteration 25Q: 3 clusters Score -5402565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -5402562.500000 Penalty: 5188.237793
	Iteration 26Q: 3 clusters Score -5402562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -5402562.000000 Penalty: 5188.237793
	Iteration 27Q: 3 clusters Score -5402562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -5402566.500000 Penalty: 5188.237793
	Iteration 28Q: 3 clusters Score -5402566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -5402568.500000 Penalty: 5188.237793
	Iteration 29Q: 3 clusters Score -5402568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -5402568.500000 Penalty: 5188.237793
	Iteration 30F: 3 clusters Score -5402568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -823694.500000 Penalty: 2142.310547
	Iteration 0F: 2 clusters Score -823694.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -818788.875000 Penalty: 4284.621094
	Iteration 0F: 3 clusters Score -818788.9 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -820064.437500 Penalty: 4284.621094
	Iteration 1F: 3 clusters Score -820064.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -820388.875000 Penalty: 4284.621094
	Iteration 2F: 3 clusters Score -820388.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -820606.562500 Penalty: 4284.621094
	Iteration 3F: 3 clusters Score -820606.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -820747.187500 Penalty: 4284.621094
	Iteration 4Q: 3 clusters Score -820747.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -820879.250000 Penalty: 4284.621094
	Iteration 5Q: 3 clusters Score -820879.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -821025.687500 Penalty: 4284.621094
	Iteration 6Q: 3 clusters Score -821025.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -821186.250000 Penalty: 4284.621094
	Iteration 7Q: 3 clusters Score -821186.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -821357.250000 Penalty: 4284.621094
	Iteration 8Q: 3 clusters Score -821357.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -821541.062500 Penalty: 4284.621094
	Iteration 9Q: 3 clusters Score -821541.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -821754.437500 Penalty: 4284.621094
	Iteration 10Q: 3 clusters Score -821754.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -821946.125000 Penalty: 4284.621094
	Iteration 11Q: 3 clusters Score -821946.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -822113.875000 Penalty: 4284.621094
	Iteration 12Q: 3 clusters Score -822113.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -822259.750000 Penalty: 4284.621094
	Iteration 13Q: 3 clusters Score -822259.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -822375.562500 Penalty: 4284.621094
	Iteration 14Q: 3 clusters Score -822375.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -822467.000000 Penalty: 4284.621094
	Iteration 15Q: 3 clusters Score -822467 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -822526.812500 Penalty: 4284.621094
	Iteration 16Q: 3 clusters Score -822526.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -822563.875000 Penalty: 4284.621094
	Iteration 17Q: 3 clusters Score -822563.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -822596.125000 Penalty: 4284.621094
	Iteration 18Q: 3 clusters Score -822596.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -822625.187500 Penalty: 4284.621094
	Iteration 19Q: 3 clusters Score -822625.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -822651.312500 Penalty: 4284.621094
	Iteration 20F: 3 clusters Score -822651.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -822681.437500 Penalty: 4284.621094
	Iteration 21Q: 3 clusters Score -822681.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -822729.437500 Penalty: 4284.621094
	Iteration 22Q: 3 clusters Score -822729.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -822772.437500 Penalty: 4284.621094
	Iteration 23Q: 3 clusters Score -822772.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -822814.750000 Penalty: 4284.621094
	Iteration 24Q: 3 clusters Score -822814.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -822850.500000 Penalty: 4284.621094
	Iteration 25Q: 3 clusters Score -822850.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -822890.750000 Penalty: 4284.621094
	Iteration 26Q: 3 clusters Score -822890.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -822921.562500 Penalty: 4284.621094
	Iteration 27Q: 3 clusters Score -822921.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -822947.875000 Penalty: 4284.621094
	Iteration 28Q: 3 clusters Score -822947.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -822966.062500 Penalty: 4284.621094
	Iteration 29Q: 3 clusters Score -822966.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -822979.187500 Penalty: 4284.621094
	Iteration 30Q: 3 clusters Score -822979.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -822993.812500 Penalty: 4284.621094
	Iteration 31Q: 3 clusters Score -822993.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -823003.000000 Penalty: 4284.621094
	Iteration 32Q: 3 clusters Score -823003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -823021.375000 Penalty: 4284.621094
	Iteration 33Q: 3 clusters Score -823021.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -823035.625000 Penalty: 4284.621094
	Iteration 34Q: 3 clusters Score -823035.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -823048.812500 Penalty: 4284.621094
	Iteration 35Q: 3 clusters Score -823048.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -823055.937500 Penalty: 4284.621094
	Iteration 36Q: 3 clusters Score -823055.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -823063.500000 Penalty: 4284.621094
	Iteration 37Q: 3 clusters Score -823063.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -823068.687500 Penalty: 4284.621094
	Iteration 38Q: 3 clusters Score -823068.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -823073.562500 Penalty: 4284.621094
	Iteration 39Q: 3 clusters Score -823073.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -823078.250000 Penalty: 4284.621094
	Iteration 40F: 3 clusters Score -823078.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -823080.000000 Penalty: 4284.621094
	Iteration 41Q: 3 clusters Score -823080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -823081.187500 Penalty: 4284.621094
	Iteration 42Q: 3 clusters Score -823081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -823084.437500 Penalty: 4284.621094
	Iteration 43Q: 3 clusters Score -823084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -823085.562500 Penalty: 4284.621094
	Iteration 44Q: 3 clusters Score -823085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -823088.187500 Penalty: 4284.621094
	Iteration 45Q: 3 clusters Score -823088.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -823091.250000 Penalty: 4284.621094
	Iteration 46Q: 3 clusters Score -823091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -823091.875000 Penalty: 4284.621094
	Iteration 47Q: 3 clusters Score -823091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -823092.250000 Penalty: 4284.621094
	Iteration 48Q: 3 clusters Score -823092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -823093.562500 Penalty: 4284.621094
	Iteration 49Q: 3 clusters Score -823093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -823094.500000 Penalty: 4284.621094
	Iteration 50Q: 3 clusters Score -823094.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -823094.500000 Penalty: 4284.621094
	Iteration 51F: 3 clusters Score -823094.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -31555.982422 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -31555.98 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 165 members 
Entering Unmasked Estep 
Score: -30559.474609 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -30559.47 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30913.226562 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -30913.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31075.140625 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -31075.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31209.615234 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -31209.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31279.037109 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -31279.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31286.273438 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -31286.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31300.005859 Penalty: 2894.066162
	Iteration 6Q: 3 clusters Score -31300.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31301.158203 Penalty: 2894.066162
	Iteration 7Q: 3 clusters Score -31301.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31301.158203 Penalty: 2894.066162
	Iteration 8F: 3 clusters Score -31301.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -1292840.375000 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -1292840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1286307.375000 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -1286307 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1288123.250000 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -1288123 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1288461.250000 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -1288461 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1288811.125000 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -1288811 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1289217.750000 Penalty: 4465.095703
	Iteration 4F: 3 clusters Score -1289218 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1289634.625000 Penalty: 4465.095703
	Iteration 5F: 3 clusters Score -1289635 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1290038.000000 Penalty: 4465.095703
	Iteration 6F: 3 clusters Score -1290038 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1290417.875000 Penalty: 4465.095703
	Iteration 7F: 3 clusters Score -1290418 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1290709.250000 Penalty: 4465.095703
	Iteration 8F: 3 clusters Score -1290709 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1290926.500000 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -1290926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1291092.375000 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -1291092 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1291197.875000 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -1291198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1291277.250000 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -1291277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1291331.375000 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -1291331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1291367.000000 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -1291367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1291392.875000 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -1291393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1291408.125000 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -1291408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1291416.875000 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -1291417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1291427.250000 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -1291427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1291432.875000 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -1291433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1291435.375000 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -1291435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1291439.375000 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -1291439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1291440.500000 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -1291440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1291443.250000 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -1291443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1291443.375000 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -1291443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1291443.250000 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -1291443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1291443.250000 Penalty: 4465.095703
	Iteration 26F: 3 clusters Score -1291443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Entering Unmasked Estep 
Score: -4539585.000000 Penalty: 2551.652344
	Iteration 0F: 2 clusters Score -4539585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4519413.000000 Penalty: 5103.304688
	Iteration 0F: 3 clusters Score -4519413 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4526558.500000 Penalty: 5103.304688
	Iteration 1F: 3 clusters Score -4526558 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4526963.000000 Penalty: 5103.304688
	Iteration 2Q: 3 clusters Score -4526963 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4527299.000000 Penalty: 5103.304688
	Iteration 3Q: 3 clusters Score -4527299 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4527591.500000 Penalty: 5103.304688
	Iteration 4Q: 3 clusters Score -4527592 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -4527871.500000 Penalty: 5103.304688
	Iteration 5Q: 3 clusters Score -4527872 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -4528212.000000 Penalty: 5103.304688
	Iteration 6Q: 3 clusters Score -4528212 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4528657.500000 Penalty: 5103.304688
	Iteration 7Q: 3 clusters Score -4528658 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4529293.500000 Penalty: 5103.304688
	Iteration 8Q: 3 clusters Score -4529294 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -4530162.000000 Penalty: 5103.304688
	Iteration 9F: 3 clusters Score -4530162 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -4531414.500000 Penalty: 5103.304688
	Iteration 10F: 3 clusters Score -4531414 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4533014.000000 Penalty: 5103.304688
	Iteration 11F: 3 clusters Score -4533014 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4534746.000000 Penalty: 5103.304688
	Iteration 12F: 3 clusters Score -4534746 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4536023.500000 Penalty: 5103.304688
	Iteration 13Q: 3 clusters Score -4536024 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4536702.000000 Penalty: 5103.304688
	Iteration 14Q: 3 clusters Score -4536702 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4537040.000000 Penalty: 5103.304688
	Iteration 15Q: 3 clusters Score -4537040 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4537194.500000 Penalty: 5103.304688
	Iteration 16Q: 3 clusters Score -4537194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4537259.000000 Penalty: 5103.304688
	Iteration 17Q: 3 clusters Score -4537259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4537298.500000 Penalty: 5103.304688
	Iteration 18Q: 3 clusters Score -4537298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4537331.000000 Penalty: 5103.304688
	Iteration 19Q: 3 clusters Score -4537331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4537344.500000 Penalty: 5103.304688
	Iteration 20F: 3 clusters Score -4537344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4537358.000000 Penalty: 5103.304688
	Iteration 21Q: 3 clusters Score -4537358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4537362.500000 Penalty: 5103.304688
	Iteration 22Q: 3 clusters Score -4537362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4537373.000000 Penalty: 5103.304688
	Iteration 23Q: 3 clusters Score -4537373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4537377.000000 Penalty: 5103.304688
	Iteration 24Q: 3 clusters Score -4537377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4537374.500000 Penalty: 5103.304688
	Iteration 25Q: 3 clusters Score -4537374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4537373.500000 Penalty: 5103.304688
	Iteration 26Q: 3 clusters Score -4537374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4537373.500000 Penalty: 5103.304688
	Iteration 27F: 3 clusters Score -4537374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Entering Unmasked Estep 
Score: -1102046.875000 Penalty: 2194.821533
	Iteration 0F: 2 clusters Score -1102047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1096300.125000 Penalty: 4389.643066
	Iteration 0F: 3 clusters Score -1096300 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1097891.500000 Penalty: 4389.643066
	Iteration 1F: 3 clusters Score -1097892 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1098096.625000 Penalty: 4389.643066
	Iteration 2F: 3 clusters Score -1098097 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1098233.875000 Penalty: 4389.643066
	Iteration 3Q: 3 clusters Score -1098234 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1098354.375000 Penalty: 4389.643066
	Iteration 4Q: 3 clusters Score -1098354 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1098460.000000 Penalty: 4389.643066
	Iteration 5Q: 3 clusters Score -1098460 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1098560.250000 Penalty: 4389.643066
	Iteration 6Q: 3 clusters Score -1098560 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1098687.875000 Penalty: 4389.643066
	Iteration 7Q: 3 clusters Score -1098688 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1098830.750000 Penalty: 4389.643066
	Iteration 8Q: 3 clusters Score -1098831 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1099002.000000 Penalty: 4389.643066
	Iteration 9Q: 3 clusters Score -1099002 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1099226.375000 Penalty: 4389.643066
	Iteration 10Q: 3 clusters Score -1099226 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1099488.500000 Penalty: 4389.643066
	Iteration 11Q: 3 clusters Score -1099488 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1099777.875000 Penalty: 4389.643066
	Iteration 12Q: 3 clusters Score -1099778 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1100016.500000 Penalty: 4389.643066
	Iteration 13Q: 3 clusters Score -1100016 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1100207.000000 Penalty: 4389.643066
	Iteration 14Q: 3 clusters Score -1100207 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1100324.500000 Penalty: 4389.643066
	Iteration 15Q: 3 clusters Score -1100324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1100394.625000 Penalty: 4389.643066
	Iteration 16Q: 3 clusters Score -1100395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1100441.875000 Penalty: 4389.643066
	Iteration 17Q: 3 clusters Score -1100442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1100467.500000 Penalty: 4389.643066
	Iteration 18Q: 3 clusters Score -1100468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1100473.625000 Penalty: 4389.643066
	Iteration 19Q: 3 clusters Score -1100474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1100478.250000 Penalty: 4389.643066
	Iteration 20F: 3 clusters Score -1100478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1100481.875000 Penalty: 4389.643066
	Iteration 21Q: 3 clusters Score -1100482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1100483.500000 Penalty: 4389.643066
	Iteration 22Q: 3 clusters Score -1100484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1100483.500000 Penalty: 4389.643066
	Iteration 23F: 3 clusters Score -1100484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -450300.031250 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -450300 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 1491 members 
Entering Unmasked Estep 
Score: -447171.437500 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -447171.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -447816.750000 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -447816.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -448005.406250 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -448005.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -448150.250000 Penalty: 3949.012451
	Iteration 3F: 3 clusters Score -448150.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -448303.656250 Penalty: 3949.012451
	Iteration 4F: 3 clusters Score -448303.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -448464.000000 Penalty: 3949.012451
	Iteration 5F: 3 clusters Score -448464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -448585.343750 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -448585.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -448673.218750 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -448673.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -448735.937500 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -448735.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -448795.687500 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -448795.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -448839.218750 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -448839.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -448882.500000 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -448882.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -448918.750000 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -448918.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -448954.156250 Penalty: 3949.012451
	Iteration 13Q: 3 clusters Score -448954.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -448982.812500 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -448982.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -449004.531250 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -449004.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -449020.000000 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -449020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -449029.125000 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -449029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -449039.093750 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -449039.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -449045.468750 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -449045.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -449050.500000 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -449050.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -449054.218750 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -449054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -449058.625000 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -449058.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -449062.843750 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -449062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -449063.062500 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -449063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -449063.062500 Penalty: 3949.012451
	Iteration 25F: 3 clusters Score -449063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -197318.640625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -197318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -195203.625000 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -195203.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -195672.562500 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -195672.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -195837.218750 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -195837.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -195968.781250 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -195968.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196052.015625 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -196052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196107.671875 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -196107.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196139.078125 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -196139.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196161.421875 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -196161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196175.375000 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -196175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196181.218750 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -196181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -196188.734375 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -196188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196199.593750 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -196199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196203.812500 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -196203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -196206.375000 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -196206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196208.812500 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -196208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -196210.921875 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -196210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196213.953125 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -196214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196219.531250 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -196219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196223.750000 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -196223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196232.531250 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -196232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -196244.859375 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -196244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -196255.218750 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -196255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -196267.625000 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -196267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -196271.484375 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -196271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -196271.843750 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -196271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -196274.218750 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -196274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -196278.468750 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -196278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -196280.140625 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -196280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -196282.437500 Penalty: 3576.565918
	Iteration 28Q: 3 clusters Score -196282.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -196284.265625 Penalty: 3576.565918
	Iteration 29Q: 3 clusters Score -196284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -196288.343750 Penalty: 3576.565918
	Iteration 30Q: 3 clusters Score -196288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -196288.343750 Penalty: 3576.565918
	Iteration 31F: 3 clusters Score -196288.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Entering Unmasked Estep 
Score: -1701252.875000 Penalty: 2300.386719
	Iteration 0F: 2 clusters Score -1701253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1693096.375000 Penalty: 4600.773438
	Iteration 0F: 3 clusters Score -1693096 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1695533.750000 Penalty: 4600.773438
	Iteration 1F: 3 clusters Score -1695534 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1695819.125000 Penalty: 4600.773438
	Iteration 2F: 3 clusters Score -1695819 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1696032.375000 Penalty: 4600.773438
	Iteration 3Q: 3 clusters Score -1696032 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1696196.750000 Penalty: 4600.773438
	Iteration 4Q: 3 clusters Score -1696197 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1696319.750000 Penalty: 4600.773438
	Iteration 5Q: 3 clusters Score -1696320 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1696435.750000 Penalty: 4600.773438
	Iteration 6Q: 3 clusters Score -1696436 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1696555.125000 Penalty: 4600.773438
	Iteration 7Q: 3 clusters Score -1696555 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1696714.250000 Penalty: 4600.773438
	Iteration 8Q: 3 clusters Score -1696714 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1696909.125000 Penalty: 4600.773438
	Iteration 9Q: 3 clusters Score -1696909 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1697153.750000 Penalty: 4600.773438
	Iteration 10Q: 3 clusters Score -1697154 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1697407.250000 Penalty: 4600.773438
	Iteration 11Q: 3 clusters Score -1697407 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1697712.750000 Penalty: 4600.773438
	Iteration 12Q: 3 clusters Score -1697713 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1698014.500000 Penalty: 4600.773438
	Iteration 13Q: 3 clusters Score -1698014 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1698293.125000 Penalty: 4600.773438
	Iteration 14Q: 3 clusters Score -1698293 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1698519.250000 Penalty: 4600.773438
	Iteration 15Q: 3 clusters Score -1698519 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1698688.000000 Penalty: 4600.773438
	Iteration 16Q: 3 clusters Score -1698688 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1698831.875000 Penalty: 4600.773438
	Iteration 17Q: 3 clusters Score -1698832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1698954.375000 Penalty: 4600.773438
	Iteration 18Q: 3 clusters Score -1698954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1699045.500000 Penalty: 4600.773438
	Iteration 19Q: 3 clusters Score -1699046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1699097.750000 Penalty: 4600.773438
	Iteration 20F: 3 clusters Score -1699098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1699129.375000 Penalty: 4600.773438
	Iteration 21Q: 3 clusters Score -1699129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1699159.250000 Penalty: 4600.773438
	Iteration 22Q: 3 clusters Score -1699159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1699179.750000 Penalty: 4600.773438
	Iteration 23Q: 3 clusters Score -1699180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1699199.000000 Penalty: 4600.773438
	Iteration 24Q: 3 clusters Score -1699199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1699218.625000 Penalty: 4600.773438
	Iteration 25Q: 3 clusters Score -1699219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1699227.875000 Penalty: 4600.773438
	Iteration 26Q: 3 clusters Score -1699228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1699232.125000 Penalty: 4600.773438
	Iteration 27Q: 3 clusters Score -1699232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1699238.125000 Penalty: 4600.773438
	Iteration 28Q: 3 clusters Score -1699238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1699242.375000 Penalty: 4600.773438
	Iteration 29Q: 3 clusters Score -1699242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1699245.000000 Penalty: 4600.773438
	Iteration 30Q: 3 clusters Score -1699245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1699251.125000 Penalty: 4600.773438
	Iteration 31Q: 3 clusters Score -1699251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1699259.250000 Penalty: 4600.773438
	Iteration 32Q: 3 clusters Score -1699259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1699259.000000 Penalty: 4600.773438
	Iteration 33Q: 3 clusters Score -1699259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1699259.000000 Penalty: 4600.773438
	Iteration 34F: 3 clusters Score -1699259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -94829.906250 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -94829.91 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 337 members 
Entering Unmasked Estep 
Score: -93177.218750 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -93177.22 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -93411.757812 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -93411.76 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93517.367188 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -93517.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93581.531250 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -93581.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93609.992188 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -93609.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93634.515625 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -93634.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93646.851562 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -93646.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93651.203125 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -93651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93651.203125 Penalty: 3235.687012
	Iteration 8F: 3 clusters Score -93651.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1049667.375000 Penalty: 2186.027588
	Iteration 0F: 2 clusters Score -1049667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1044078.937500 Penalty: 4372.055176
	Iteration 0F: 3 clusters Score -1044079 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1045582.000000 Penalty: 4372.055176
	Iteration 1F: 3 clusters Score -1045582 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1045822.125000 Penalty: 4372.055176
	Iteration 2F: 3 clusters Score -1045822 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1045979.875000 Penalty: 4372.055176
	Iteration 3Q: 3 clusters Score -1045980 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1046114.812500 Penalty: 4372.055176
	Iteration 4Q: 3 clusters Score -1046115 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1046288.875000 Penalty: 4372.055176
	Iteration 5Q: 3 clusters Score -1046289 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1046474.750000 Penalty: 4372.055176
	Iteration 6Q: 3 clusters Score -1046475 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1046647.875000 Penalty: 4372.055176
	Iteration 7Q: 3 clusters Score -1046648 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1046799.562500 Penalty: 4372.055176
	Iteration 8Q: 3 clusters Score -1046800 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1046959.375000 Penalty: 4372.055176
	Iteration 9Q: 3 clusters Score -1046959 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1047110.937500 Penalty: 4372.055176
	Iteration 10Q: 3 clusters Score -1047111 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1047270.562500 Penalty: 4372.055176
	Iteration 11Q: 3 clusters Score -1047271 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1047407.062500 Penalty: 4372.055176
	Iteration 12Q: 3 clusters Score -1047407 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1047516.562500 Penalty: 4372.055176
	Iteration 13Q: 3 clusters Score -1047517 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1047612.750000 Penalty: 4372.055176
	Iteration 14Q: 3 clusters Score -1047613 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1047699.750000 Penalty: 4372.055176
	Iteration 15Q: 3 clusters Score -1047700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1047762.562500 Penalty: 4372.055176
	Iteration 16Q: 3 clusters Score -1047763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1047822.625000 Penalty: 4372.055176
	Iteration 17Q: 3 clusters Score -1047823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1047864.500000 Penalty: 4372.055176
	Iteration 18Q: 3 clusters Score -1047864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1047898.250000 Penalty: 4372.055176
	Iteration 19Q: 3 clusters Score -1047898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1047920.000000 Penalty: 4372.055176
	Iteration 20F: 3 clusters Score -1047920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1047929.625000 Penalty: 4372.055176
	Iteration 21Q: 3 clusters Score -1047930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1047947.500000 Penalty: 4372.055176
	Iteration 22Q: 3 clusters Score -1047948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1047958.812500 Penalty: 4372.055176
	Iteration 23Q: 3 clusters Score -1047959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1047973.750000 Penalty: 4372.055176
	Iteration 24Q: 3 clusters Score -1047974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1047988.500000 Penalty: 4372.055176
	Iteration 25Q: 3 clusters Score -1047988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1047995.750000 Penalty: 4372.055176
	Iteration 26Q: 3 clusters Score -1047996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1047998.562500 Penalty: 4372.055176
	Iteration 27Q: 3 clusters Score -1047999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1048003.937500 Penalty: 4372.055176
	Iteration 28Q: 3 clusters Score -1048004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1048007.437500 Penalty: 4372.055176
	Iteration 29Q: 3 clusters Score -1048007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1048010.062500 Penalty: 4372.055176
	Iteration 30Q: 3 clusters Score -1048010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1048012.000000 Penalty: 4372.055176
	Iteration 31Q: 3 clusters Score -1048012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1048013.687500 Penalty: 4372.055176
	Iteration 32Q: 3 clusters Score -1048014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1048012.812500 Penalty: 4372.055176
	Iteration 33Q: 3 clusters Score -1048013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1048013.625000 Penalty: 4372.055176
	Iteration 34Q: 3 clusters Score -1048014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1048013.875000 Penalty: 4372.055176
	Iteration 35Q: 3 clusters Score -1048014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1048014.000000 Penalty: 4372.055176
	Iteration 36Q: 3 clusters Score -1048014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1048014.187500 Penalty: 4372.055176
	Iteration 37Q: 3 clusters Score -1048014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1048013.937500 Penalty: 4372.055176
	Iteration 38Q: 3 clusters Score -1048014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1048015.437500 Penalty: 4372.055176
	Iteration 39Q: 3 clusters Score -1048015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1048015.437500 Penalty: 4372.055176
	Iteration 40F: 3 clusters Score -1048015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -185128.921875 Penalty: 1777.425415
	Iteration 0F: 2 clusters Score -185128.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -183039.359375 Penalty: 3554.850830
	Iteration 0F: 3 clusters Score -183039.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -183397.656250 Penalty: 3554.850830
	Iteration 1F: 3 clusters Score -183397.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -183476.515625 Penalty: 3554.850830
	Iteration 2F: 3 clusters Score -183476.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -183542.859375 Penalty: 3554.850830
	Iteration 3Q: 3 clusters Score -183542.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -183614.593750 Penalty: 3554.850830
	Iteration 4Q: 3 clusters Score -183614.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -183682.546875 Penalty: 3554.850830
	Iteration 5Q: 3 clusters Score -183682.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -183740.515625 Penalty: 3554.850830
	Iteration 6Q: 3 clusters Score -183740.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -183791.515625 Penalty: 3554.850830
	Iteration 7Q: 3 clusters Score -183791.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183823.656250 Penalty: 3554.850830
	Iteration 8Q: 3 clusters Score -183823.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -183867.500000 Penalty: 3554.850830
	Iteration 9Q: 3 clusters Score -183867.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -183912.937500 Penalty: 3554.850830
	Iteration 10Q: 3 clusters Score -183912.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -183949.000000 Penalty: 3554.850830
	Iteration 11Q: 3 clusters Score -183949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183982.968750 Penalty: 3554.850830
	Iteration 12Q: 3 clusters Score -183983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -184011.625000 Penalty: 3554.850830
	Iteration 13Q: 3 clusters Score -184011.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -184039.890625 Penalty: 3554.850830
	Iteration 14Q: 3 clusters Score -184039.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -184054.484375 Penalty: 3554.850830
	Iteration 15Q: 3 clusters Score -184054.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -184063.546875 Penalty: 3554.850830
	Iteration 16Q: 3 clusters Score -184063.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184079.078125 Penalty: 3554.850830
	Iteration 17Q: 3 clusters Score -184079.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -184089.921875 Penalty: 3554.850830
	Iteration 18Q: 3 clusters Score -184089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -184107.031250 Penalty: 3554.850830
	Iteration 19Q: 3 clusters Score -184107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -184121.578125 Penalty: 3554.850830
	Iteration 20F: 3 clusters Score -184121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -184140.406250 Penalty: 3554.850830
	Iteration 21Q: 3 clusters Score -184140.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184155.421875 Penalty: 3554.850830
	Iteration 22Q: 3 clusters Score -184155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -184161.578125 Penalty: 3554.850830
	Iteration 23Q: 3 clusters Score -184161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184164.093750 Penalty: 3554.850830
	Iteration 24Q: 3 clusters Score -184164.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -184166.765625 Penalty: 3554.850830
	Iteration 25Q: 3 clusters Score -184166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184167.953125 Penalty: 3554.850830
	Iteration 26Q: 3 clusters Score -184168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184170.109375 Penalty: 3554.850830
	Iteration 27Q: 3 clusters Score -184170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184173.015625 Penalty: 3554.850830
	Iteration 28Q: 3 clusters Score -184173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184173.515625 Penalty: 3554.850830
	Iteration 29Q: 3 clusters Score -184173.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184173.515625 Penalty: 3554.850830
	Iteration 30F: 3 clusters Score -184173.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Entering Unmasked Estep 
Score: -901560.062500 Penalty: 2159.578857
	Iteration 0F: 2 clusters Score -901560.1 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 3063 members 
Entering Unmasked Estep 
Score: -896397.000000 Penalty: 4319.157715
	Iteration 0F: 3 clusters Score -896397 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -897783.062500 Penalty: 4319.157715
	Iteration 1F: 3 clusters Score -897783.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -898009.625000 Penalty: 4319.157715
	Iteration 2F: 3 clusters Score -898009.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -898172.500000 Penalty: 4319.157715
	Iteration 3F: 3 clusters Score -898172.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -898297.812500 Penalty: 4319.157715
	Iteration 4Q: 3 clusters Score -898297.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -898402.062500 Penalty: 4319.157715
	Iteration 5Q: 3 clusters Score -898402.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -898468.687500 Penalty: 4319.157715
	Iteration 6Q: 3 clusters Score -898468.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -898508.250000 Penalty: 4319.157715
	Iteration 7Q: 3 clusters Score -898508.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -898541.375000 Penalty: 4319.157715
	Iteration 8Q: 3 clusters Score -898541.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -898574.687500 Penalty: 4319.157715
	Iteration 9Q: 3 clusters Score -898574.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -898609.437500 Penalty: 4319.157715
	Iteration 10Q: 3 clusters Score -898609.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -898638.250000 Penalty: 4319.157715
	Iteration 11Q: 3 clusters Score -898638.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -898666.312500 Penalty: 4319.157715
	Iteration 12Q: 3 clusters Score -898666.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -898686.250000 Penalty: 4319.157715
	Iteration 13Q: 3 clusters Score -898686.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -898709.937500 Penalty: 4319.157715
	Iteration 14Q: 3 clusters Score -898709.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -898737.562500 Penalty: 4319.157715
	Iteration 15Q: 3 clusters Score -898737.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -898772.562500 Penalty: 4319.157715
	Iteration 16Q: 3 clusters Score -898772.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -898816.375000 Penalty: 4319.157715
	Iteration 17Q: 3 clusters Score -898816.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -898867.187500 Penalty: 4319.157715
	Iteration 18Q: 3 clusters Score -898867.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -898920.687500 Penalty: 4319.157715
	Iteration 19Q: 3 clusters Score -898920.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -898981.250000 Penalty: 4319.157715
	Iteration 20F: 3 clusters Score -898981.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -899038.375000 Penalty: 4319.157715
	Iteration 21Q: 3 clusters Score -899038.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -899097.375000 Penalty: 4319.157715
	Iteration 22Q: 3 clusters Score -899097.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -899150.312500 Penalty: 4319.157715
	Iteration 23Q: 3 clusters Score -899150.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -899194.812500 Penalty: 4319.157715
	Iteration 24Q: 3 clusters Score -899194.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -899240.062500 Penalty: 4319.157715
	Iteration 25Q: 3 clusters Score -899240.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -899286.562500 Penalty: 4319.157715
	Iteration 26Q: 3 clusters Score -899286.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -899344.875000 Penalty: 4319.157715
	Iteration 27Q: 3 clusters Score -899344.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -899399.187500 Penalty: 4319.157715
	Iteration 28Q: 3 clusters Score -899399.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -899463.750000 Penalty: 4319.157715
	Iteration 29Q: 3 clusters Score -899463.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -899525.187500 Penalty: 4319.157715
	Iteration 30Q: 3 clusters Score -899525.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -899587.625000 Penalty: 4319.157715
	Iteration 31Q: 3 clusters Score -899587.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -899637.500000 Penalty: 4319.157715
	Iteration 32Q: 3 clusters Score -899637.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -899678.750000 Penalty: 4319.157715
	Iteration 33Q: 3 clusters Score -899678.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -899714.187500 Penalty: 4319.157715
	Iteration 34Q: 3 clusters Score -899714.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -899752.000000 Penalty: 4319.157715
	Iteration 35Q: 3 clusters Score -899752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -899791.312500 Penalty: 4319.157715
	Iteration 36Q: 3 clusters Score -899791.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -899820.937500 Penalty: 4319.157715
	Iteration 37Q: 3 clusters Score -899820.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -899839.125000 Penalty: 4319.157715
	Iteration 38Q: 3 clusters Score -899839.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -899858.125000 Penalty: 4319.157715
	Iteration 39Q: 3 clusters Score -899858.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -899868.812500 Penalty: 4319.157715
	Iteration 40F: 3 clusters Score -899868.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -899879.312500 Penalty: 4319.157715
	Iteration 41Q: 3 clusters Score -899879.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -899886.812500 Penalty: 4319.157715
	Iteration 42Q: 3 clusters Score -899886.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -899894.812500 Penalty: 4319.157715
	Iteration 43Q: 3 clusters Score -899894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -899897.937500 Penalty: 4319.157715
	Iteration 44Q: 3 clusters Score -899897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -899900.437500 Penalty: 4319.157715
	Iteration 45Q: 3 clusters Score -899900.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -899902.187500 Penalty: 4319.157715
	Iteration 46Q: 3 clusters Score -899902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -899903.125000 Penalty: 4319.157715
	Iteration 47Q: 3 clusters Score -899903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -899907.687500 Penalty: 4319.157715
	Iteration 48Q: 3 clusters Score -899907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -899910.187500 Penalty: 4319.157715
	Iteration 49Q: 3 clusters Score -899910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -899912.000000 Penalty: 4319.157715
	Iteration 50Q: 3 clusters Score -899912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -899913.562500 Penalty: 4319.157715
	Iteration 51Q: 3 clusters Score -899913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -899913.500000 Penalty: 4319.157715
	Iteration 52Q: 3 clusters Score -899913.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -899913.500000 Penalty: 4319.157715
	Iteration 53F: 3 clusters Score -899913.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -62681.250000 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -62681.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61212.511719 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -61212.51 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61421.312500 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -61421.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61484.593750 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -61484.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61531.566406 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -61531.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61556.316406 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -61556.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61575.078125 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -61575.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61598.441406 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -61598.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61624.417969 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -61624.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61633.804688 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -61633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61643.609375 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -61643.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61655.507812 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -61655.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61663.039062 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -61663.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61669.882812 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -61669.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61676.398438 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -61676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61682.835938 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -61682.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61696.898438 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -61696.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61715.031250 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -61715.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -61735.718750 Penalty: 3059.088379
	Iteration 17Q: 3 clusters Score -61735.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61743.218750 Penalty: 3059.088379
	Iteration 18Q: 3 clusters Score -61743.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61750.328125 Penalty: 3059.088379
	Iteration 19Q: 3 clusters Score -61750.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61752.023438 Penalty: 3059.088379
	Iteration 20F: 3 clusters Score -61752.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -1381121.500000 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -1381122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1374126.375000 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -1374126 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1376153.500000 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -1376154 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1376429.125000 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -1376429 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1376601.250000 Penalty: 4508.461914
	Iteration 3Q: 3 clusters Score -1376601 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1376728.375000 Penalty: 4508.461914
	Iteration 4Q: 3 clusters Score -1376728 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1376836.250000 Penalty: 4508.461914
	Iteration 5Q: 3 clusters Score -1376836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1376931.250000 Penalty: 4508.461914
	Iteration 6Q: 3 clusters Score -1376931 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1377025.875000 Penalty: 4508.461914
	Iteration 7Q: 3 clusters Score -1377026 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1377133.125000 Penalty: 4508.461914
	Iteration 8Q: 3 clusters Score -1377133 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1377258.750000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -1377259 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1377405.000000 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -1377405 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1377555.375000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -1377555 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1377720.000000 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -1377720 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1377862.500000 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -1377862 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1378021.875000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -1378022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1378206.375000 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -1378206 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1378394.000000 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -1378394 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1378549.000000 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -1378549 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1378691.125000 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -1378691 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1378812.375000 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -1378812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1378909.625000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -1378910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1378990.750000 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -1378991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1379047.875000 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -1379048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1379096.625000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -1379097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1379126.375000 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -1379126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1379166.375000 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -1379166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1379195.875000 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -1379196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1379208.375000 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -1379208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1379216.000000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -1379216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1379218.500000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -1379218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1379226.500000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -1379226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1379227.250000 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -1379227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1379231.000000 Penalty: 4508.461914
	Iteration 32Q: 3 clusters Score -1379231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1379232.250000 Penalty: 4508.461914
	Iteration 33Q: 3 clusters Score -1379232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1379234.375000 Penalty: 4508.461914
	Iteration 34Q: 3 clusters Score -1379234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1379234.500000 Penalty: 4508.461914
	Iteration 35Q: 3 clusters Score -1379234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1379241.375000 Penalty: 4508.461914
	Iteration 36Q: 3 clusters Score -1379241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1379244.000000 Penalty: 4508.461914
	Iteration 37Q: 3 clusters Score -1379244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1379244.500000 Penalty: 4508.461914
	Iteration 38Q: 3 clusters Score -1379244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1379245.000000 Penalty: 4508.461914
	Iteration 39Q: 3 clusters Score -1379245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1379250.625000 Penalty: 4508.461914
	Iteration 40F: 3 clusters Score -1379251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1379250.250000 Penalty: 4508.461914
	Iteration 41Q: 3 clusters Score -1379250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1379250.250000 Penalty: 4508.461914
	Iteration 42F: 3 clusters Score -1379250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Entering Unmasked Estep 
Score: -1255902.875000 Penalty: 2239.829834
	Iteration 0F: 2 clusters Score -1255903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1249283.375000 Penalty: 4479.659668
	Iteration 0F: 3 clusters Score -1249283 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1251193.250000 Penalty: 4479.659668
	Iteration 1F: 3 clusters Score -1251193 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1251534.250000 Penalty: 4479.659668
	Iteration 2F: 3 clusters Score -1251534 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1251763.375000 Penalty: 4479.659668
	Iteration 3F: 3 clusters Score -1251763 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1251948.875000 Penalty: 4479.659668
	Iteration 4Q: 3 clusters Score -1251949 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1252130.625000 Penalty: 4479.659668
	Iteration 5Q: 3 clusters Score -1252131 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1252316.875000 Penalty: 4479.659668
	Iteration 6Q: 3 clusters Score -1252317 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1252475.000000 Penalty: 4479.659668
	Iteration 7Q: 3 clusters Score -1252475 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1252628.625000 Penalty: 4479.659668
	Iteration 8Q: 3 clusters Score -1252629 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1252765.125000 Penalty: 4479.659668
	Iteration 9Q: 3 clusters Score -1252765 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1252900.750000 Penalty: 4479.659668
	Iteration 10Q: 3 clusters Score -1252901 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1253024.000000 Penalty: 4479.659668
	Iteration 11Q: 3 clusters Score -1253024 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1253146.375000 Penalty: 4479.659668
	Iteration 12Q: 3 clusters Score -1253146 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1253263.750000 Penalty: 4479.659668
	Iteration 13Q: 3 clusters Score -1253264 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1253368.875000 Penalty: 4479.659668
	Iteration 14Q: 3 clusters Score -1253369 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1253457.375000 Penalty: 4479.659668
	Iteration 15Q: 3 clusters Score -1253457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1253534.000000 Penalty: 4479.659668
	Iteration 16Q: 3 clusters Score -1253534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1253607.625000 Penalty: 4479.659668
	Iteration 17Q: 3 clusters Score -1253608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1253678.000000 Penalty: 4479.659668
	Iteration 18Q: 3 clusters Score -1253678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1253724.875000 Penalty: 4479.659668
	Iteration 19Q: 3 clusters Score -1253725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1253768.375000 Penalty: 4479.659668
	Iteration 20F: 3 clusters Score -1253768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1253807.750000 Penalty: 4479.659668
	Iteration 21Q: 3 clusters Score -1253808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1253831.250000 Penalty: 4479.659668
	Iteration 22Q: 3 clusters Score -1253831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1253850.875000 Penalty: 4479.659668
	Iteration 23Q: 3 clusters Score -1253851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1253878.125000 Penalty: 4479.659668
	Iteration 24Q: 3 clusters Score -1253878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1253898.875000 Penalty: 4479.659668
	Iteration 25Q: 3 clusters Score -1253899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1253912.375000 Penalty: 4479.659668
	Iteration 26Q: 3 clusters Score -1253912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1253930.750000 Penalty: 4479.659668
	Iteration 27Q: 3 clusters Score -1253931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1253949.125000 Penalty: 4479.659668
	Iteration 28Q: 3 clusters Score -1253949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1253972.875000 Penalty: 4479.659668
	Iteration 29Q: 3 clusters Score -1253973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1253984.125000 Penalty: 4479.659668
	Iteration 30Q: 3 clusters Score -1253984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1254001.250000 Penalty: 4479.659668
	Iteration 31Q: 3 clusters Score -1254001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1254020.250000 Penalty: 4479.659668
	Iteration 32Q: 3 clusters Score -1254020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1254030.500000 Penalty: 4479.659668
	Iteration 33Q: 3 clusters Score -1254030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1254038.625000 Penalty: 4479.659668
	Iteration 34Q: 3 clusters Score -1254039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1254044.125000 Penalty: 4479.659668
	Iteration 35Q: 3 clusters Score -1254044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1254048.625000 Penalty: 4479.659668
	Iteration 36Q: 3 clusters Score -1254049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1254053.125000 Penalty: 4479.659668
	Iteration 37Q: 3 clusters Score -1254053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1254063.750000 Penalty: 4479.659668
	Iteration 38Q: 3 clusters Score -1254064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1254073.375000 Penalty: 4479.659668
	Iteration 39Q: 3 clusters Score -1254073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1254083.000000 Penalty: 4479.659668
	Iteration 40F: 3 clusters Score -1254083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1254085.625000 Penalty: 4479.659668
	Iteration 41Q: 3 clusters Score -1254086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1254089.625000 Penalty: 4479.659668
	Iteration 42Q: 3 clusters Score -1254090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1254090.875000 Penalty: 4479.659668
	Iteration 43Q: 3 clusters Score -1254091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1254095.750000 Penalty: 4479.659668
	Iteration 44Q: 3 clusters Score -1254096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1254106.250000 Penalty: 4479.659668
	Iteration 45Q: 3 clusters Score -1254106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1254110.875000 Penalty: 4479.659668
	Iteration 46Q: 3 clusters Score -1254111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1254113.625000 Penalty: 4479.659668
	Iteration 47Q: 3 clusters Score -1254114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1254114.875000 Penalty: 4479.659668
	Iteration 48Q: 3 clusters Score -1254115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1254117.500000 Penalty: 4479.659668
	Iteration 49Q: 3 clusters Score -1254118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1254121.000000 Penalty: 4479.659668
	Iteration 50Q: 3 clusters Score -1254121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1254122.625000 Penalty: 4479.659668
	Iteration 51Q: 3 clusters Score -1254123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1254125.375000 Penalty: 4479.659668
	Iteration 52Q: 3 clusters Score -1254125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1254126.375000 Penalty: 4479.659668
	Iteration 53Q: 3 clusters Score -1254126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1254126.375000 Penalty: 4479.659668
	Iteration 54F: 3 clusters Score -1254126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -92197.875000 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -92197.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90528.000000 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -90528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90780.132812 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -90780.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90888.093750 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -90888.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90941.757812 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -90941.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90981.968750 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -90981.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90997.078125 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -90997.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91004.304688 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -91004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91016.070312 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -91016.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91020.453125 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -91020.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91022.703125 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -91022.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91027.953125 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -91027.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91032.882812 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -91032.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91035.929688 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -91035.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91039.070312 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -91039.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91040.078125 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -91040.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91040.078125 Penalty: 3234.228271
	Iteration 15F: 3 clusters Score -91040.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -595212.312500 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -595212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -591431.000000 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -591431 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -592224.375000 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -592224.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -592410.750000 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -592410.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -592517.687500 Penalty: 4092.307373
	Iteration 3Q: 3 clusters Score -592517.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -592608.812500 Penalty: 4092.307373
	Iteration 4Q: 3 clusters Score -592608.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -592680.000000 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -592680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -592740.625000 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -592740.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -592783.750000 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -592783.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -592820.187500 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -592820.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -592844.562500 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -592844.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -592867.625000 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -592867.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -592888.312500 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -592888.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -592907.500000 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -592907.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -592928.687500 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -592928.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -592946.875000 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -592946.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -592959.500000 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -592959.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -592972.062500 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -592972.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -592982.687500 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -592982.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -592992.437500 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -592992.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -593001.312500 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -593001.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -593005.750000 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -593005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -593008.500000 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -593008.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -593013.687500 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -593013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -593015.937500 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -593015.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -593017.750000 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -593017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -593022.187500 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -593022.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -593025.687500 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -593025.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -593030.125000 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -593030.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -593033.562500 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -593033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -593035.500000 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -593035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -593037.312500 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -593037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -593038.500000 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -593038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -593038.750000 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -593038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -593038.750000 Penalty: 4092.307373
	Iteration 33F: 3 clusters Score -593038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (124017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124017 members 
Entering Unmasked Estep 
Score: -19495696.000000 Penalty: 2908.587158
	Iteration 0F: 2 clusters Score -1.94957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -19416602.000000 Penalty: 5817.174316
	Iteration 0F: 3 clusters Score -1.94166e+07 nChanged 58953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -19449924.000000 Penalty: 5817.174316
	Iteration 1F: 3 clusters Score -1.944992e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -19450850.000000 Penalty: 5817.174316
	Iteration 2Q: 3 clusters Score -1.945085e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -19451880.000000 Penalty: 5817.174316
	Iteration 3Q: 3 clusters Score -1.945188e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -19453378.000000 Penalty: 5817.174316
	Iteration 4Q: 3 clusters Score -1.945338e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -19455446.000000 Penalty: 5817.174316
	Iteration 5Q: 3 clusters Score -1.945545e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -19458672.000000 Penalty: 5817.174316
	Iteration 6Q: 3 clusters Score -1.945867e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -19463346.000000 Penalty: 5817.174316
	Iteration 7F: 3 clusters Score -1.946335e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -19469102.000000 Penalty: 5817.174316
	Iteration 8F: 3 clusters Score -1.94691e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -19475140.000000 Penalty: 5817.174316
	Iteration 9F: 3 clusters Score -1.947514e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -19480248.000000 Penalty: 5817.174316
	Iteration 10F: 3 clusters Score -1.948025e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 102381 members 
Entering Unmasked Estep 
Score: -19483584.000000 Penalty: 5817.174316
	Iteration 11Q: 3 clusters Score -1.948358e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 105301 members 
Entering Unmasked Estep 
Score: -19485666.000000 Penalty: 5817.174316
	Iteration 12Q: 3 clusters Score -1.948567e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 107660 members 
Entering Unmasked Estep 
Score: -19487050.000000 Penalty: 5817.174316
	Iteration 13Q: 3 clusters Score -1.948705e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 109643 members 
Entering Unmasked Estep 
Score: -19487944.000000 Penalty: 5817.174316
	Iteration 14Q: 3 clusters Score -1.948794e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 111383 members 
Entering Unmasked Estep 
Score: -19488718.000000 Penalty: 5817.174316
	Iteration 15Q: 3 clusters Score -1.948872e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -19489316.000000 Penalty: 5817.174316
	Iteration 16Q: 3 clusters Score -1.948932e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -19489880.000000 Penalty: 5817.174316
	Iteration 17Q: 3 clusters Score -1.948988e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
Score: -19490464.000000 Penalty: 5817.174316
	Iteration 18Q: 3 clusters Score -1.949046e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 116657 members 
Entering Unmasked Estep 
Score: -19490918.000000 Penalty: 5817.174316
	Iteration 19Q: 3 clusters Score -1.949092e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 117589 members 
Entering Unmasked Estep 
Score: -19491314.000000 Penalty: 5817.174316
	Iteration 20F: 3 clusters Score -1.949131e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 118361 members 
Entering Unmasked Estep 
Score: -19491666.000000 Penalty: 5817.174316
	Iteration 21Q: 3 clusters Score -1.949167e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 119011 members 
Entering Unmasked Estep 
Score: -19491946.000000 Penalty: 5817.174316
	Iteration 22Q: 3 clusters Score -1.949195e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 119556 members 
Entering Unmasked Estep 
Score: -19492040.000000 Penalty: 5817.174316
	Iteration 23Q: 3 clusters Score -1.949204e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 120054 members 
Entering Unmasked Estep 
Score: -19492196.000000 Penalty: 5817.174316
	Iteration 24Q: 3 clusters Score -1.94922e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -19492334.000000 Penalty: 5817.174316
	Iteration 25Q: 3 clusters Score -1.949233e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -19492490.000000 Penalty: 5817.174316
	Iteration 26Q: 3 clusters Score -1.949249e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -19492630.000000 Penalty: 5817.174316
	Iteration 27Q: 3 clusters Score -1.949263e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 121396 members 
Entering Unmasked Estep 
Score: -19492690.000000 Penalty: 5817.174316
	Iteration 28Q: 3 clusters Score -1.949269e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 121624 members 
Entering Unmasked Estep 
Score: -19492750.000000 Penalty: 5817.174316
	Iteration 29Q: 3 clusters Score -1.949275e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 121825 members 
Entering Unmasked Estep 
Score: -19492840.000000 Penalty: 5817.174316
	Iteration 30Q: 3 clusters Score -1.949284e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 121998 members 
Entering Unmasked Estep 
Score: -19492938.000000 Penalty: 5817.174316
	Iteration 31Q: 3 clusters Score -1.949294e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 122148 members 
Entering Unmasked Estep 
Score: -19492974.000000 Penalty: 5817.174316
	Iteration 32Q: 3 clusters Score -1.949297e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 122258 members 
Entering Unmasked Estep 
Score: -19493016.000000 Penalty: 5817.174316
	Iteration 33Q: 3 clusters Score -1.949302e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 122351 members 
Entering Unmasked Estep 
Score: -19493060.000000 Penalty: 5817.174316
	Iteration 34Q: 3 clusters Score -1.949306e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 122419 members 
Entering Unmasked Estep 
Score: -19493078.000000 Penalty: 5817.174316
	Iteration 35Q: 3 clusters Score -1.949308e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -19493080.000000 Penalty: 5817.174316
	Iteration 36Q: 3 clusters Score -1.949308e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 122538 members 
Entering Unmasked Estep 
Score: -19493100.000000 Penalty: 5817.174316
	Iteration 37Q: 3 clusters Score -1.94931e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 122593 members 
Entering Unmasked Estep 
Score: -19493138.000000 Penalty: 5817.174316
	Iteration 38Q: 3 clusters Score -1.949314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 122637 members 
Entering Unmasked Estep 
Score: -19493170.000000 Penalty: 5817.174316
	Iteration 39Q: 3 clusters Score -1.949317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 122669 members 
Entering Unmasked Estep 
Score: -19493198.000000 Penalty: 5817.174316
	Iteration 40F: 3 clusters Score -1.94932e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
Score: -19493200.000000 Penalty: 5817.174316
	Iteration 41Q: 3 clusters Score -1.94932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 122711 members 
Entering Unmasked Estep 
Score: -19493206.000000 Penalty: 5817.174316
	Iteration 42Q: 3 clusters Score -1.949321e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 122727 members 
Entering Unmasked Estep 
Score: -19493202.000000 Penalty: 5817.174316
	Iteration 43Q: 3 clusters Score -1.94932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 122742 members 
Entering Unmasked Estep 
Score: -19493222.000000 Penalty: 5817.174316
	Iteration 44Q: 3 clusters Score -1.949322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 122750 members 
Entering Unmasked Estep 
Score: -19493212.000000 Penalty: 5817.174316
	Iteration 45Q: 3 clusters Score -1.949321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 122762 members 
Entering Unmasked Estep 
Score: -19493246.000000 Penalty: 5817.174316
	Iteration 46Q: 3 clusters Score -1.949325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 122770 members 
Entering Unmasked Estep 
Score: -19493242.000000 Penalty: 5817.174316
	Iteration 47Q: 3 clusters Score -1.949324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 122776 members 
Entering Unmasked Estep 
Score: -19493236.000000 Penalty: 5817.174316
	Iteration 48Q: 3 clusters Score -1.949324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 122782 members 
Entering Unmasked Estep 
Score: -19493242.000000 Penalty: 5817.174316
	Iteration 49Q: 3 clusters Score -1.949324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 122786 members 
Entering Unmasked Estep 
Score: -19493232.000000 Penalty: 5817.174316
	Iteration 50Q: 3 clusters Score -1.949323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 122790 members 
Entering Unmasked Estep 
Score: -19493224.000000 Penalty: 5817.174316
	Iteration 51Q: 3 clusters Score -1.949322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -19493232.000000 Penalty: 5817.174316
	Iteration 52Q: 3 clusters Score -1.949323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -19493244.000000 Penalty: 5817.174316
	Iteration 53Q: 3 clusters Score -1.949324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 122805 members 
Entering Unmasked Estep 
Score: -19493232.000000 Penalty: 5817.174316
	Iteration 54Q: 3 clusters Score -1.949323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 122812 members 
Entering Unmasked Estep 
Score: -19493232.000000 Penalty: 5817.174316
	Iteration 55Q: 3 clusters Score -1.949323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -19493232.000000 Penalty: 5817.174316
	Iteration 56Q: 3 clusters Score -1.949323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 122818 members 
Entering Unmasked Estep 
Score: -19493252.000000 Penalty: 5817.174316
	Iteration 57Q: 3 clusters Score -1.949325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 122821 members 
Entering Unmasked Estep 
Score: -19493256.000000 Penalty: 5817.174316
	Iteration 58Q: 3 clusters Score -1.949326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
Score: -19493252.000000 Penalty: 5817.174316
	Iteration 59Q: 3 clusters Score -1.949325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 122821 members 
Entering Unmasked Estep 
Score: -19493248.000000 Penalty: 5817.174316
	Iteration 60F: 3 clusters Score -1.949325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 122823 members 
Entering Unmasked Estep 
Score: -19493270.000000 Penalty: 5817.174316
	Iteration 61Q: 3 clusters Score -1.949327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -19493274.000000 Penalty: 5817.174316
	Iteration 62Q: 3 clusters Score -1.949327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -19493266.000000 Penalty: 5817.174316
	Iteration 63Q: 3 clusters Score -1.949327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 122828 members 
Entering Unmasked Estep 
Score: -19493278.000000 Penalty: 5817.174316
	Iteration 64Q: 3 clusters Score -1.949328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 122833 members 
Entering Unmasked Estep 
Score: -19493286.000000 Penalty: 5817.174316
	Iteration 65Q: 3 clusters Score -1.949329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 122838 members 
Entering Unmasked Estep 
Score: -19493296.000000 Penalty: 5817.174316
	Iteration 66Q: 3 clusters Score -1.94933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -19493290.000000 Penalty: 5817.174316
	Iteration 67Q: 3 clusters Score -1.949329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 122845 members 
Entering Unmasked Estep 
Score: -19493288.000000 Penalty: 5817.174316
	Iteration 68Q: 3 clusters Score -1.949329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 122848 members 
Entering Unmasked Estep 
Score: -19493302.000000 Penalty: 5817.174316
	Iteration 69Q: 3 clusters Score -1.94933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 122852 members 
Entering Unmasked Estep 
Score: -19493308.000000 Penalty: 5817.174316
	Iteration 70Q: 3 clusters Score -1.949331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 122853 members 
Entering Unmasked Estep 
Score: -19493314.000000 Penalty: 5817.174316
	Iteration 71Q: 3 clusters Score -1.949331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 122857 members 
Entering Unmasked Estep 
Score: -19493314.000000 Penalty: 5817.174316
	Iteration 72Q: 3 clusters Score -1.949331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 122860 members 
Entering Unmasked Estep 
Score: -19493308.000000 Penalty: 5817.174316
	Iteration 73Q: 3 clusters Score -1.949331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 122866 members 
Entering Unmasked Estep 
Score: -19493310.000000 Penalty: 5817.174316
	Iteration 74Q: 3 clusters Score -1.949331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -19493304.000000 Penalty: 5817.174316
	Iteration 75Q: 3 clusters Score -1.94933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -19493310.000000 Penalty: 5817.174316
	Iteration 76Q: 3 clusters Score -1.949331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 122885 members 
Entering Unmasked Estep 
Score: -19493304.000000 Penalty: 5817.174316
	Iteration 77Q: 3 clusters Score -1.94933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 122892 members 
Entering Unmasked Estep 
Score: -19493292.000000 Penalty: 5817.174316
	Iteration 78Q: 3 clusters Score -1.949329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 122893 members 
Entering Unmasked Estep 
Score: -19493290.000000 Penalty: 5817.174316
	Iteration 79Q: 3 clusters Score -1.949329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 122894 members 
Entering Unmasked Estep 
Score: -19493296.000000 Penalty: 5817.174316
	Iteration 80F: 3 clusters Score -1.94933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 122896 members 
Entering Unmasked Estep 
Score: -19493294.000000 Penalty: 5817.174316
	Iteration 81Q: 3 clusters Score -1.949329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 122897 members 
Entering Unmasked Estep 
Score: -19493300.000000 Penalty: 5817.174316
	Iteration 82Q: 3 clusters Score -1.94933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 122897 members 
Entering Unmasked Estep 
Score: -19493300.000000 Penalty: 5817.174316
	Iteration 83F: 3 clusters Score -1.94933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47978.148438 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -47978.15 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 173 members 
Entering Unmasked Estep 
Score: -46683.660156 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -46683.66 nChanged 49
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: -46889.671875 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -46889.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -47008.636719 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -47008.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47094.066406 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -47094.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47182.296875 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -47182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -47271.632812 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -47271.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47322.351562 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -47322.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -47355.804688 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -47355.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -47379.023438 Penalty: 2891.156982
	Iteration 8Q: 3 clusters Score -47379.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -47391.382812 Penalty: 2891.156982
	Iteration 9Q: 3 clusters Score -47391.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -47405.921875 Penalty: 2891.156982
	Iteration 10Q: 3 clusters Score -47405.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -47405.921875 Penalty: 2891.156982
	Iteration 11F: 3 clusters Score -47405.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -762174.562500 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -762174.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -757662.812500 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -757662.8 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -758704.062500 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -758704.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -758966.125000 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -758966.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -759144.937500 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -759144.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -759286.625000 Penalty: 4224.527832
	Iteration 4Q: 3 clusters Score -759286.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -759416.812500 Penalty: 4224.527832
	Iteration 5Q: 3 clusters Score -759416.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -759538.500000 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -759538.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -759621.750000 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -759621.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -759697.250000 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -759697.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -759773.437500 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -759773.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -759829.062500 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -759829.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -759872.062500 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -759872.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -759911.750000 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -759911.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -759944.750000 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -759944.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -759975.062500 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -759975.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -760010.937500 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -760010.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -760045.312500 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -760045.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -760077.062500 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -760077.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -760108.062500 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -760108.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -760136.375000 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -760136.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -760153.500000 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -760153.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -760177.375000 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -760177.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -760196.875000 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -760196.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -760216.875000 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -760216.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -760235.750000 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -760235.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -760253.625000 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -760253.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -760276.562500 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -760276.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -760298.375000 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -760298.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -760314.125000 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -760314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -760324.312500 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -760324.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -760332.125000 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -760332.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -760336.937500 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -760336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -760341.000000 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -760341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -760345.125000 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -760345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -760347.000000 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -760347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -760351.312500 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -760351.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -760356.062500 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -760356.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -760358.812500 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -760358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -760358.625000 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -760358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -760362.625000 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -760362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -760365.312500 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -760365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -760370.125000 Penalty: 4224.527832
	Iteration 41Q: 3 clusters Score -760370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -760374.625000 Penalty: 4224.527832
	Iteration 42Q: 3 clusters Score -760374.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -760380.812500 Penalty: 4224.527832
	Iteration 43Q: 3 clusters Score -760380.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -760383.750000 Penalty: 4224.527832
	Iteration 44Q: 3 clusters Score -760383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -760384.000000 Penalty: 4224.527832
	Iteration 45Q: 3 clusters Score -760384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -760385.437500 Penalty: 4224.527832
	Iteration 46Q: 3 clusters Score -760385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -760385.500000 Penalty: 4224.527832
	Iteration 47Q: 3 clusters Score -760385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -760385.437500 Penalty: 4224.527832
	Iteration 48Q: 3 clusters Score -760385.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -760387.250000 Penalty: 4224.527832
	Iteration 49Q: 3 clusters Score -760387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -760389.312500 Penalty: 4224.527832
	Iteration 50Q: 3 clusters Score -760389.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -760391.500000 Penalty: 4224.527832
	Iteration 51Q: 3 clusters Score -760391.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -760392.875000 Penalty: 4224.527832
	Iteration 52Q: 3 clusters Score -760392.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -760395.562500 Penalty: 4224.527832
	Iteration 53Q: 3 clusters Score -760395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -760396.375000 Penalty: 4224.527832
	Iteration 54Q: 3 clusters Score -760396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -760395.937500 Penalty: 4224.527832
	Iteration 55Q: 3 clusters Score -760395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -760395.562500 Penalty: 4224.527832
	Iteration 56Q: 3 clusters Score -760395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -760396.937500 Penalty: 4224.527832
	Iteration 57Q: 3 clusters Score -760396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -760396.937500 Penalty: 4224.527832
	Iteration 58F: 3 clusters Score -760396.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -252694.984375 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -252695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -250286.515625 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -250286.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -250668.937500 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -250668.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -250797.375000 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -250797.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -250869.953125 Penalty: 3683.863525
	Iteration 3Q: 3 clusters Score -250870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250910.515625 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -250910.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -250935.062500 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -250935.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -250950.531250 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -250950.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250958.218750 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -250958.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -250961.875000 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -250961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -250962.531250 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -250962.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -250963.328125 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -250963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -250963.328125 Penalty: 3683.863525
	Iteration 11F: 3 clusters Score -250963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Entering Unmasked Estep 
Score: -4532484.500000 Penalty: 2544.229980
	Iteration 0F: 2 clusters Score -4532484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -4512874.000000 Penalty: 5088.459961
	Iteration 0F: 3 clusters Score -4512874 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4519863.500000 Penalty: 5088.459961
	Iteration 1F: 3 clusters Score -4519864 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4520414.500000 Penalty: 5088.459961
	Iteration 2F: 3 clusters Score -4520414 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4521048.500000 Penalty: 5088.459961
	Iteration 3F: 3 clusters Score -4521048 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4521876.500000 Penalty: 5088.459961
	Iteration 4F: 3 clusters Score -4521876 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4523035.500000 Penalty: 5088.459961
	Iteration 5F: 3 clusters Score -4523036 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -4524763.500000 Penalty: 5088.459961
	Iteration 6F: 3 clusters Score -4524764 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -4526833.000000 Penalty: 5088.459961
	Iteration 7F: 3 clusters Score -4526833 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -4528514.500000 Penalty: 5088.459961
	Iteration 8F: 3 clusters Score -4528514 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -4529470.000000 Penalty: 5088.459961
	Iteration 9Q: 3 clusters Score -4529470 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -4529847.500000 Penalty: 5088.459961
	Iteration 10Q: 3 clusters Score -4529848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -4530005.500000 Penalty: 5088.459961
	Iteration 11Q: 3 clusters Score -4530006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4530070.000000 Penalty: 5088.459961
	Iteration 12Q: 3 clusters Score -4530070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4530115.500000 Penalty: 5088.459961
	Iteration 13Q: 3 clusters Score -4530116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -4530144.500000 Penalty: 5088.459961
	Iteration 14Q: 3 clusters Score -4530144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -4530195.000000 Penalty: 5088.459961
	Iteration 15Q: 3 clusters Score -4530195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -4530213.000000 Penalty: 5088.459961
	Iteration 16Q: 3 clusters Score -4530213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -4530240.000000 Penalty: 5088.459961
	Iteration 17Q: 3 clusters Score -4530240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4530252.500000 Penalty: 5088.459961
	Iteration 18Q: 3 clusters Score -4530252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4530255.000000 Penalty: 5088.459961
	Iteration 19Q: 3 clusters Score -4530255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -4530256.500000 Penalty: 5088.459961
	Iteration 20F: 3 clusters Score -4530256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4530262.000000 Penalty: 5088.459961
	Iteration 21Q: 3 clusters Score -4530262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4530268.000000 Penalty: 5088.459961
	Iteration 22Q: 3 clusters Score -4530268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4530273.000000 Penalty: 5088.459961
	Iteration 23Q: 3 clusters Score -4530273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4530273.000000 Penalty: 5088.459961
	Iteration 24F: 3 clusters Score -4530273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Entering Unmasked Estep 
Score: -573483.500000 Penalty: 2052.166992
	Iteration 0F: 2 clusters Score -573483.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -569736.375000 Penalty: 4104.333984
	Iteration 0F: 3 clusters Score -569736.4 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -570681.187500 Penalty: 4104.333984
	Iteration 1F: 3 clusters Score -570681.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -570920.250000 Penalty: 4104.333984
	Iteration 2F: 3 clusters Score -570920.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -571118.500000 Penalty: 4104.333984
	Iteration 3F: 3 clusters Score -571118.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -571377.500000 Penalty: 4104.333984
	Iteration 4F: 3 clusters Score -571377.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -571749.312500 Penalty: 4104.333984
	Iteration 5F: 3 clusters Score -571749.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -572091.187500 Penalty: 4104.333984
	Iteration 6F: 3 clusters Score -572091.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -572398.625000 Penalty: 4104.333984
	Iteration 7F: 3 clusters Score -572398.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -572641.562500 Penalty: 4104.333984
	Iteration 8F: 3 clusters Score -572641.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -572783.375000 Penalty: 4104.333984
	Iteration 9Q: 3 clusters Score -572783.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -572869.125000 Penalty: 4104.333984
	Iteration 10Q: 3 clusters Score -572869.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -572906.750000 Penalty: 4104.333984
	Iteration 11Q: 3 clusters Score -572906.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -572920.437500 Penalty: 4104.333984
	Iteration 12Q: 3 clusters Score -572920.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -572929.062500 Penalty: 4104.333984
	Iteration 13Q: 3 clusters Score -572929.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -572935.812500 Penalty: 4104.333984
	Iteration 14Q: 3 clusters Score -572935.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -572938.812500 Penalty: 4104.333984
	Iteration 15Q: 3 clusters Score -572938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -572939.812500 Penalty: 4104.333984
	Iteration 16Q: 3 clusters Score -572939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -572942.750000 Penalty: 4104.333984
	Iteration 17Q: 3 clusters Score -572942.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -572944.562500 Penalty: 4104.333984
	Iteration 18Q: 3 clusters Score -572944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -572946.937500 Penalty: 4104.333984
	Iteration 19Q: 3 clusters Score -572946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -572947.375000 Penalty: 4104.333984
	Iteration 20F: 3 clusters Score -572947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -572947.687500 Penalty: 4104.333984
	Iteration 21Q: 3 clusters Score -572947.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -572947.687500 Penalty: 4104.333984
	Iteration 22F: 3 clusters Score -572947.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Entering Unmasked Estep 
Score: -15973165.000000 Penalty: 2858.335205
	Iteration 0F: 2 clusters Score -1.597316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -15907425.000000 Penalty: 5716.670410
	Iteration 0F: 3 clusters Score -1.590742e+07 nChanged 47831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -15934946.000000 Penalty: 5716.670410
	Iteration 1F: 3 clusters Score -1.593495e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -15935622.000000 Penalty: 5716.670410
	Iteration 2Q: 3 clusters Score -1.593562e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -15936555.000000 Penalty: 5716.670410
	Iteration 3Q: 3 clusters Score -1.593656e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -15937679.000000 Penalty: 5716.670410
	Iteration 4Q: 3 clusters Score -1.593768e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -15939217.000000 Penalty: 5716.670410
	Iteration 5Q: 3 clusters Score -1.593922e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -15941579.000000 Penalty: 5716.670410
	Iteration 6Q: 3 clusters Score -1.594158e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -15945014.000000 Penalty: 5716.670410
	Iteration 7F: 3 clusters Score -1.594501e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69653 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -15949373.000000 Penalty: 5716.670410
	Iteration 8F: 3 clusters Score -1.594937e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -15954559.000000 Penalty: 5716.670410
	Iteration 9F: 3 clusters Score -1.595456e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -15959441.000000 Penalty: 5716.670410
	Iteration 10F: 3 clusters Score -1.595944e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85693 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -15963183.000000 Penalty: 5716.670410
	Iteration 11F: 3 clusters Score -1.596318e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -15965710.000000 Penalty: 5716.670410
	Iteration 12Q: 3 clusters Score -1.596571e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -15967455.000000 Penalty: 5716.670410
	Iteration 13Q: 3 clusters Score -1.596746e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94088 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -15968620.000000 Penalty: 5716.670410
	Iteration 14Q: 3 clusters Score -1.596862e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -15969457.000000 Penalty: 5716.670410
	Iteration 15Q: 3 clusters Score -1.596946e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96911 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -15970005.000000 Penalty: 5716.670410
	Iteration 16Q: 3 clusters Score -1.597e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -15970336.000000 Penalty: 5716.670410
	Iteration 17Q: 3 clusters Score -1.597034e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -15970539.000000 Penalty: 5716.670410
	Iteration 18Q: 3 clusters Score -1.597054e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -15970672.000000 Penalty: 5716.670410
	Iteration 19Q: 3 clusters Score -1.597067e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -15970772.000000 Penalty: 5716.670410
	Iteration 20F: 3 clusters Score -1.597077e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -15970833.000000 Penalty: 5716.670410
	Iteration 21Q: 3 clusters Score -1.597083e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -15970845.000000 Penalty: 5716.670410
	Iteration 22Q: 3 clusters Score -1.597084e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15970915.000000 Penalty: 5716.670410
	Iteration 23Q: 3 clusters Score -1.597092e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -15970927.000000 Penalty: 5716.670410
	Iteration 24Q: 3 clusters Score -1.597093e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -15970951.000000 Penalty: 5716.670410
	Iteration 25Q: 3 clusters Score -1.597095e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -15970998.000000 Penalty: 5716.670410
	Iteration 26Q: 3 clusters Score -1.5971e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -15970999.000000 Penalty: 5716.670410
	Iteration 27Q: 3 clusters Score -1.5971e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100195 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15970995.000000 Penalty: 5716.670410
	Iteration 28Q: 3 clusters Score -1.5971e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100229 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -15971011.000000 Penalty: 5716.670410
	Iteration 29Q: 3 clusters Score -1.597101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -15971049.000000 Penalty: 5716.670410
	Iteration 30Q: 3 clusters Score -1.597105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -15971035.000000 Penalty: 5716.670410
	Iteration 31Q: 3 clusters Score -1.597104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -15971027.000000 Penalty: 5716.670410
	Iteration 32Q: 3 clusters Score -1.597103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -15971029.000000 Penalty: 5716.670410
	Iteration 33Q: 3 clusters Score -1.597103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -15971009.000000 Penalty: 5716.670410
	Iteration 34Q: 3 clusters Score -1.597101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15971014.000000 Penalty: 5716.670410
	Iteration 35Q: 3 clusters Score -1.597101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100361 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -15971014.000000 Penalty: 5716.670410
	Iteration 36Q: 3 clusters Score -1.597101e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15971008.000000 Penalty: 5716.670410
	Iteration 37Q: 3 clusters Score -1.597101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -15971006.000000 Penalty: 5716.670410
	Iteration 38Q: 3 clusters Score -1.597101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100387 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15971011.000000 Penalty: 5716.670410
	Iteration 39Q: 3 clusters Score -1.597101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100397 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -15971016.000000 Penalty: 5716.670410
	Iteration 40F: 3 clusters Score -1.597102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100400 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -15971006.000000 Penalty: 5716.670410
	Iteration 41Q: 3 clusters Score -1.597101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15971004.000000 Penalty: 5716.670410
	Iteration 42Q: 3 clusters Score -1.5971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15971007.000000 Penalty: 5716.670410
	Iteration 43Q: 3 clusters Score -1.597101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100407 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -15971014.000000 Penalty: 5716.670410
	Iteration 44Q: 3 clusters Score -1.597101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15971018.000000 Penalty: 5716.670410
	Iteration 45Q: 3 clusters Score -1.597102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100410 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15971016.000000 Penalty: 5716.670410
	Iteration 46Q: 3 clusters Score -1.597102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15971015.000000 Penalty: 5716.670410
	Iteration 47Q: 3 clusters Score -1.597102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -15971015.000000 Penalty: 5716.670410
	Iteration 48F: 3 clusters Score -1.597102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -54669.812500 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -54669.81 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 198 members 
Entering Unmasked Estep 
Score: -53266.929688 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -53266.93 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53463.687500 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -53463.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53521.550781 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -53521.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -53533.789062 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -53533.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53547.437500 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -53547.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53547.437500 Penalty: 2984.013916
	Iteration 5F: 3 clusters Score -53547.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Entering Unmasked Estep 
Score: -3845517.750000 Penalty: 2507.041260
	Iteration 0F: 2 clusters Score -3845518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3828423.000000 Penalty: 5014.082520
	Iteration 0F: 3 clusters Score -3828423 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3834314.750000 Penalty: 5014.082520
	Iteration 1F: 3 clusters Score -3834315 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3834760.000000 Penalty: 5014.082520
	Iteration 2F: 3 clusters Score -3834760 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3835134.500000 Penalty: 5014.082520
	Iteration 3Q: 3 clusters Score -3835134 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3835475.500000 Penalty: 5014.082520
	Iteration 4Q: 3 clusters Score -3835476 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3835908.750000 Penalty: 5014.082520
	Iteration 5Q: 3 clusters Score -3835909 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3836436.000000 Penalty: 5014.082520
	Iteration 6Q: 3 clusters Score -3836436 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3837038.000000 Penalty: 5014.082520
	Iteration 7Q: 3 clusters Score -3837038 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3837836.750000 Penalty: 5014.082520
	Iteration 8F: 3 clusters Score -3837837 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -3838791.250000 Penalty: 5014.082520
	Iteration 9F: 3 clusters Score -3838791 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3839988.000000 Penalty: 5014.082520
	Iteration 10F: 3 clusters Score -3839988 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3841265.750000 Penalty: 5014.082520
	Iteration 11Q: 3 clusters Score -3841266 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3842267.500000 Penalty: 5014.082520
	Iteration 12Q: 3 clusters Score -3842268 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3842947.500000 Penalty: 5014.082520
	Iteration 13Q: 3 clusters Score -3842948 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3843308.750000 Penalty: 5014.082520
	Iteration 14Q: 3 clusters Score -3843309 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3843522.500000 Penalty: 5014.082520
	Iteration 15Q: 3 clusters Score -3843522 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3843644.750000 Penalty: 5014.082520
	Iteration 16Q: 3 clusters Score -3843645 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3843710.750000 Penalty: 5014.082520
	Iteration 17Q: 3 clusters Score -3843711 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3843759.750000 Penalty: 5014.082520
	Iteration 18Q: 3 clusters Score -3843760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3843783.750000 Penalty: 5014.082520
	Iteration 19Q: 3 clusters Score -3843784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3843815.500000 Penalty: 5014.082520
	Iteration 20F: 3 clusters Score -3843816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -3843839.750000 Penalty: 5014.082520
	Iteration 21Q: 3 clusters Score -3843840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3843844.750000 Penalty: 5014.082520
	Iteration 22Q: 3 clusters Score -3843845 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3843861.750000 Penalty: 5014.082520
	Iteration 23Q: 3 clusters Score -3843862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3843862.250000 Penalty: 5014.082520
	Iteration 24Q: 3 clusters Score -3843862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3843865.750000 Penalty: 5014.082520
	Iteration 25Q: 3 clusters Score -3843866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3843867.500000 Penalty: 5014.082520
	Iteration 26Q: 3 clusters Score -3843868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3843868.500000 Penalty: 5014.082520
	Iteration 27Q: 3 clusters Score -3843868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3843873.000000 Penalty: 5014.082520
	Iteration 28Q: 3 clusters Score -3843873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3843870.750000 Penalty: 5014.082520
	Iteration 29Q: 3 clusters Score -3843871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3843870.000000 Penalty: 5014.082520
	Iteration 30Q: 3 clusters Score -3843870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3843865.750000 Penalty: 5014.082520
	Iteration 31Q: 3 clusters Score -3843866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3843866.000000 Penalty: 5014.082520
	Iteration 32Q: 3 clusters Score -3843866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3843865.500000 Penalty: 5014.082520
	Iteration 33Q: 3 clusters Score -3843866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3843868.500000 Penalty: 5014.082520
	Iteration 34Q: 3 clusters Score -3843868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3843865.000000 Penalty: 5014.082520
	Iteration 35Q: 3 clusters Score -3843865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3843867.500000 Penalty: 5014.082520
	Iteration 36Q: 3 clusters Score -3843868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3843871.250000 Penalty: 5014.082520
	Iteration 37Q: 3 clusters Score -3843871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3843880.250000 Penalty: 5014.082520
	Iteration 38Q: 3 clusters Score -3843880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3843883.500000 Penalty: 5014.082520
	Iteration 39Q: 3 clusters Score -3843884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3843878.250000 Penalty: 5014.082520
	Iteration 40F: 3 clusters Score -3843878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3843878.750000 Penalty: 5014.082520
	Iteration 41Q: 3 clusters Score -3843879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3843883.250000 Penalty: 5014.082520
	Iteration 42Q: 3 clusters Score -3843883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3843888.000000 Penalty: 5014.082520
	Iteration 43Q: 3 clusters Score -3843888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3843890.000000 Penalty: 5014.082520
	Iteration 44Q: 3 clusters Score -3843890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3843890.750000 Penalty: 5014.082520
	Iteration 45Q: 3 clusters Score -3843891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3843893.250000 Penalty: 5014.082520
	Iteration 46Q: 3 clusters Score -3843893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3843893.500000 Penalty: 5014.082520
	Iteration 47Q: 3 clusters Score -3843894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3843892.750000 Penalty: 5014.082520
	Iteration 48Q: 3 clusters Score -3843893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3843889.500000 Penalty: 5014.082520
	Iteration 49Q: 3 clusters Score -3843890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3843888.000000 Penalty: 5014.082520
	Iteration 50Q: 3 clusters Score -3843888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3843888.250000 Penalty: 5014.082520
	Iteration 51Q: 3 clusters Score -3843888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3843889.500000 Penalty: 5014.082520
	Iteration 52Q: 3 clusters Score -3843890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3843888.750000 Penalty: 5014.082520
	Iteration 53Q: 3 clusters Score -3843889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3843887.000000 Penalty: 5014.082520
	Iteration 54Q: 3 clusters Score -3843887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3843890.250000 Penalty: 5014.082520
	Iteration 55Q: 3 clusters Score -3843890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3843888.500000 Penalty: 5014.082520
	Iteration 56Q: 3 clusters Score -3843888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3843890.250000 Penalty: 5014.082520
	Iteration 57Q: 3 clusters Score -3843890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3843890.250000 Penalty: 5014.082520
	Iteration 58F: 3 clusters Score -3843890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -361165.156250 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -361165.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -358321.312500 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -358321.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -358835.562500 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -358835.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -358949.968750 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -358950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -359023.687500 Penalty: 3857.992920
	Iteration 3Q: 3 clusters Score -359023.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -359077.281250 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -359077.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -359133.687500 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -359133.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -359186.312500 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -359186.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -359252.843750 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -359252.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -359325.437500 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -359325.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -359400.531250 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -359400.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -359462.625000 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -359462.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -359528.093750 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -359528.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -359585.937500 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -359585.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -359648.750000 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -359648.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -359695.406250 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -359695.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -359744.781250 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -359744.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -359785.718750 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -359785.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -359822.218750 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -359822.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -359852.500000 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -359852.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -359881.625000 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -359881.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -359897.375000 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -359897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -359907.781250 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -359907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -359917.937500 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -359917.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -359934.406250 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -359934.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -359946.250000 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -359946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -359950.156250 Penalty: 3857.992920
	Iteration 25Q: 3 clusters Score -359950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -359953.218750 Penalty: 3857.992920
	Iteration 26Q: 3 clusters Score -359953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -359955.156250 Penalty: 3857.992920
	Iteration 27Q: 3 clusters Score -359955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -359958.312500 Penalty: 3857.992920
	Iteration 28Q: 3 clusters Score -359958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -359959.437500 Penalty: 3857.992920
	Iteration 29Q: 3 clusters Score -359959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -359961.031250 Penalty: 3857.992920
	Iteration 30Q: 3 clusters Score -359961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -359962.812500 Penalty: 3857.992920
	Iteration 31Q: 3 clusters Score -359962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -359966.750000 Penalty: 3857.992920
	Iteration 32Q: 3 clusters Score -359966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -359969.843750 Penalty: 3857.992920
	Iteration 33Q: 3 clusters Score -359969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -359972.593750 Penalty: 3857.992920
	Iteration 34Q: 3 clusters Score -359972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -359974.625000 Penalty: 3857.992920
	Iteration 35Q: 3 clusters Score -359974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -359977.062500 Penalty: 3857.992920
	Iteration 36Q: 3 clusters Score -359977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -359979.468750 Penalty: 3857.992920
	Iteration 37Q: 3 clusters Score -359979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -359979.937500 Penalty: 3857.992920
	Iteration 38Q: 3 clusters Score -359979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -359982.156250 Penalty: 3857.992920
	Iteration 39Q: 3 clusters Score -359982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -359982.437500 Penalty: 3857.992920
	Iteration 40F: 3 clusters Score -359982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -359983.406250 Penalty: 3857.992920
	Iteration 41Q: 3 clusters Score -359983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -359984.343750 Penalty: 3857.992920
	Iteration 42Q: 3 clusters Score -359984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -359989.812500 Penalty: 3857.992920
	Iteration 43Q: 3 clusters Score -359989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -359993.250000 Penalty: 3857.992920
	Iteration 44Q: 3 clusters Score -359993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -359993.718750 Penalty: 3857.992920
	Iteration 45Q: 3 clusters Score -359993.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -359996.625000 Penalty: 3857.992920
	Iteration 46Q: 3 clusters Score -359996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -359996.625000 Penalty: 3857.992920
	Iteration 47F: 3 clusters Score -359996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -1166386.750000 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -1166387 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 3738 members 
Entering Unmasked Estep 
Score: -1160255.250000 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -1160255 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1162128.250000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -1162128 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1162552.000000 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -1162552 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1162919.250000 Penalty: 4431.686035
	Iteration 3F: 3 clusters Score -1162919 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1163248.000000 Penalty: 4431.686035
	Iteration 4F: 3 clusters Score -1163248 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1163521.375000 Penalty: 4431.686035
	Iteration 5F: 3 clusters Score -1163521 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1163747.750000 Penalty: 4431.686035
	Iteration 6Q: 3 clusters Score -1163748 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1163954.500000 Penalty: 4431.686035
	Iteration 7Q: 3 clusters Score -1163954 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1164183.875000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -1164184 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1164370.875000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -1164371 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1164496.750000 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -1164497 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1164612.875000 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -1164613 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1164718.250000 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -1164718 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1164807.375000 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -1164807 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1164888.250000 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -1164888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1164958.250000 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -1164958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1165040.250000 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -1165040 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1165161.250000 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -1165161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1165291.250000 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -1165291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1165374.250000 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -1165374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1165405.125000 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -1165405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1165425.625000 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -1165426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1165435.375000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -1165435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1165448.875000 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -1165449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1165451.250000 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -1165451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1165454.375000 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -1165454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1165457.750000 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -1165458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1165456.625000 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -1165457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1165458.125000 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -1165458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1165460.875000 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -1165461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1165461.750000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -1165462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1165459.750000 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -1165460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1165459.750000 Penalty: 4431.686035
	Iteration 32F: 3 clusters Score -1165460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -117170.859375 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -117170.9 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 428 members 
Entering Unmasked Estep 
Score: -115412.343750 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -115412.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115693.125000 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -115693.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115767.617188 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -115767.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -115812.562500 Penalty: 3364.529297
	Iteration 3Q: 3 clusters Score -115812.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115836.507812 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -115836.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115860.750000 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -115860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115910.484375 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -115910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -115946.750000 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -115946.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -115991.226562 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -115991.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116031.117188 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -116031.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116060.593750 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -116060.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116078.039062 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -116078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -116088.500000 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -116088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116097.437500 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -116097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -116101.609375 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -116101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116103.945312 Penalty: 3364.529297
	Iteration 15Q: 3 clusters Score -116103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116106.593750 Penalty: 3364.529297
	Iteration 16Q: 3 clusters Score -116106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116107.179688 Penalty: 3364.529297
	Iteration 17Q: 3 clusters Score -116107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116107.757812 Penalty: 3364.529297
	Iteration 18Q: 3 clusters Score -116107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116108.468750 Penalty: 3364.529297
	Iteration 19Q: 3 clusters Score -116108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116112.914062 Penalty: 3364.529297
	Iteration 20F: 3 clusters Score -116112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116114.710938 Penalty: 3364.529297
	Iteration 21Q: 3 clusters Score -116114.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116118.156250 Penalty: 3364.529297
	Iteration 22Q: 3 clusters Score -116118.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116124.796875 Penalty: 3364.529297
	Iteration 23Q: 3 clusters Score -116124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -116125.804688 Penalty: 3364.529297
	Iteration 24Q: 3 clusters Score -116125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -116125.804688 Penalty: 3364.529297
	Iteration 25F: 3 clusters Score -116125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -20472.898438 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -20472.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19535.150391 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19535.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19660.976562 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19660.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -19724.296875 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -19724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -19737.109375 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19737.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19739.945312 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19739.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19739.945312 Penalty: 2630.439209
	Iteration 5F: 3 clusters Score -19739.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -888610.312500 Penalty: 2146.017578
	Iteration 0F: 2 clusters Score -888610.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -883707.875000 Penalty: 4292.035156
	Iteration 0F: 3 clusters Score -883707.9 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -884875.312500 Penalty: 4292.035156
	Iteration 1F: 3 clusters Score -884875.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -885117.937500 Penalty: 4292.035156
	Iteration 2F: 3 clusters Score -885117.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -885262.062500 Penalty: 4292.035156
	Iteration 3Q: 3 clusters Score -885262.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -885393.062500 Penalty: 4292.035156
	Iteration 4Q: 3 clusters Score -885393.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -885506.250000 Penalty: 4292.035156
	Iteration 5Q: 3 clusters Score -885506.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -885594.062500 Penalty: 4292.035156
	Iteration 6Q: 3 clusters Score -885594.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -885690.750000 Penalty: 4292.035156
	Iteration 7Q: 3 clusters Score -885690.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -885794.250000 Penalty: 4292.035156
	Iteration 8Q: 3 clusters Score -885794.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -885900.375000 Penalty: 4292.035156
	Iteration 9Q: 3 clusters Score -885900.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -885992.875000 Penalty: 4292.035156
	Iteration 10Q: 3 clusters Score -885992.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -886078.812500 Penalty: 4292.035156
	Iteration 11Q: 3 clusters Score -886078.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -886177.500000 Penalty: 4292.035156
	Iteration 12Q: 3 clusters Score -886177.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -886264.000000 Penalty: 4292.035156
	Iteration 13Q: 3 clusters Score -886264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -886360.062500 Penalty: 4292.035156
	Iteration 14Q: 3 clusters Score -886360.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -886440.437500 Penalty: 4292.035156
	Iteration 15Q: 3 clusters Score -886440.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -886516.687500 Penalty: 4292.035156
	Iteration 16Q: 3 clusters Score -886516.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -886590.375000 Penalty: 4292.035156
	Iteration 17Q: 3 clusters Score -886590.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -886668.875000 Penalty: 4292.035156
	Iteration 18Q: 3 clusters Score -886668.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -886735.875000 Penalty: 4292.035156
	Iteration 19Q: 3 clusters Score -886735.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -886785.000000 Penalty: 4292.035156
	Iteration 20F: 3 clusters Score -886785 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -886826.750000 Penalty: 4292.035156
	Iteration 21Q: 3 clusters Score -886826.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -886851.125000 Penalty: 4292.035156
	Iteration 22Q: 3 clusters Score -886851.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -886870.437500 Penalty: 4292.035156
	Iteration 23Q: 3 clusters Score -886870.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -886888.812500 Penalty: 4292.035156
	Iteration 24Q: 3 clusters Score -886888.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -886905.312500 Penalty: 4292.035156
	Iteration 25Q: 3 clusters Score -886905.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -886921.437500 Penalty: 4292.035156
	Iteration 26Q: 3 clusters Score -886921.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -886933.312500 Penalty: 4292.035156
	Iteration 27Q: 3 clusters Score -886933.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -886940.250000 Penalty: 4292.035156
	Iteration 28Q: 3 clusters Score -886940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -886943.812500 Penalty: 4292.035156
	Iteration 29Q: 3 clusters Score -886943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -886945.812500 Penalty: 4292.035156
	Iteration 30Q: 3 clusters Score -886945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -886947.437500 Penalty: 4292.035156
	Iteration 31Q: 3 clusters Score -886947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -886950.187500 Penalty: 4292.035156
	Iteration 32Q: 3 clusters Score -886950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -886948.500000 Penalty: 4292.035156
	Iteration 33Q: 3 clusters Score -886948.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -886951.187500 Penalty: 4292.035156
	Iteration 34Q: 3 clusters Score -886951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -886950.312500 Penalty: 4292.035156
	Iteration 35Q: 3 clusters Score -886950.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -886950.312500 Penalty: 4292.035156
	Iteration 36F: 3 clusters Score -886950.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -34323.531250 Penalty: 1387.488403
	Iteration 0F: 2 clusters Score -34323.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33115.179688 Penalty: 2774.976807
	Iteration 0F: 3 clusters Score -33115.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33321.578125 Penalty: 2774.976807
	Iteration 1F: 3 clusters Score -33321.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33359.714844 Penalty: 2774.976807
	Iteration 2Q: 3 clusters Score -33359.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33400.964844 Penalty: 2774.976807
	Iteration 3Q: 3 clusters Score -33400.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33444.156250 Penalty: 2774.976807
	Iteration 4Q: 3 clusters Score -33444.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33482.953125 Penalty: 2774.976807
	Iteration 5Q: 3 clusters Score -33482.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33533.925781 Penalty: 2774.976807
	Iteration 6Q: 3 clusters Score -33533.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -33588.617188 Penalty: 2774.976807
	Iteration 7Q: 3 clusters Score -33588.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33600.082031 Penalty: 2774.976807
	Iteration 8Q: 3 clusters Score -33600.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -33600.082031 Penalty: 2774.976807
	Iteration 9F: 3 clusters Score -33600.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -202648.343750 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -202648.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -200460.343750 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -200460.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -200828.046875 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -200828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -200951.343750 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -200951.3 nChanged 56
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: -201021.765625 Penalty: 3578.029053
	Iteration 3Q: 3 clusters Score -201021.8 nChanged 37
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: -201074.437500 Penalty: 3578.029053
	Iteration 4Q: 3 clusters Score -201074.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201092.984375 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -201093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -201103.796875 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -201103.8 nChanged 13
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: -201117.593750 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -201117.6 nChanged 9
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: -201127.843750 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -201127.8 nChanged 10
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: -201136.296875 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -201136.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -201143.484375 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -201143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -201153.265625 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -201153.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -201169.171875 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -201169.2 nChanged 10
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: -201179.640625 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -201179.6 nChanged 9
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: -201189.062500 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -201189.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -201195.937500 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -201195.9 nChanged 6
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: -201202.171875 Penalty: 3578.029053
	Iteration 16Q: 3 clusters Score -201202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -201213.046875 Penalty: 3578.029053
	Iteration 17Q: 3 clusters Score -201213 nChanged 12
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: -201222.296875 Penalty: 3578.029053
	Iteration 18Q: 3 clusters Score -201222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -201228.812500 Penalty: 3578.029053
	Iteration 19Q: 3 clusters Score -201228.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -201236.484375 Penalty: 3578.029053
	Iteration 20F: 3 clusters Score -201236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -201242.093750 Penalty: 3578.029053
	Iteration 21Q: 3 clusters Score -201242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -201245.671875 Penalty: 3578.029053
	Iteration 22Q: 3 clusters Score -201245.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -201247.437500 Penalty: 3578.029053
	Iteration 23Q: 3 clusters Score -201247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -201249.218750 Penalty: 3578.029053
	Iteration 24Q: 3 clusters Score -201249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201251.437500 Penalty: 3578.029053
	Iteration 25Q: 3 clusters Score -201251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201254.765625 Penalty: 3578.029053
	Iteration 26Q: 3 clusters Score -201254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201257.515625 Penalty: 3578.029053
	Iteration 27Q: 3 clusters Score -201257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201258.500000 Penalty: 3578.029053
	Iteration 28Q: 3 clusters Score -201258.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201261.984375 Penalty: 3578.029053
	Iteration 29Q: 3 clusters Score -201262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201266.875000 Penalty: 3578.029053
	Iteration 30Q: 3 clusters Score -201266.9 nChanged 3
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: -201269.750000 Penalty: 3578.029053
	Iteration 31Q: 3 clusters Score -201269.8 nChanged 4
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: -201275.953125 Penalty: 3578.029053
	Iteration 32Q: 3 clusters Score -201276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201285.921875 Penalty: 3578.029053
	Iteration 33Q: 3 clusters Score -201285.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201289.875000 Penalty: 3578.029053
	Iteration 34Q: 3 clusters Score -201289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201294.203125 Penalty: 3578.029053
	Iteration 35Q: 3 clusters Score -201294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201297.828125 Penalty: 3578.029053
	Iteration 36Q: 3 clusters Score -201297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201305.781250 Penalty: 3578.029053
	Iteration 37Q: 3 clusters Score -201305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -201311.968750 Penalty: 3578.029053
	Iteration 38Q: 3 clusters Score -201312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201320.265625 Penalty: 3578.029053
	Iteration 39Q: 3 clusters Score -201320.3 nChanged 10
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: -201331.703125 Penalty: 3578.029053
	Iteration 40F: 3 clusters Score -201331.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201337.140625 Penalty: 3578.029053
	Iteration 41Q: 3 clusters Score -201337.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -201341.421875 Penalty: 3578.029053
	Iteration 42Q: 3 clusters Score -201341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201345.171875 Penalty: 3578.029053
	Iteration 43Q: 3 clusters Score -201345.2 nChanged 1
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: -201347.296875 Penalty: 3578.029053
	Iteration 44Q: 3 clusters Score -201347.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201348.343750 Penalty: 3578.029053
	Iteration 45Q: 3 clusters Score -201348.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201350.593750 Penalty: 3578.029053
	Iteration 46Q: 3 clusters Score -201350.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201350.593750 Penalty: 3578.029053
	Iteration 47F: 3 clusters Score -201350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -287403.468750 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -287403.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -284878.218750 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -284878.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -285271.093750 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -285271.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -285381.375000 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -285381.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -285445.281250 Penalty: 3721.631592
	Iteration 3Q: 3 clusters Score -285445.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -285477.312500 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -285477.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -285499.062500 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -285499.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -285516.656250 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -285516.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -285525.500000 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -285525.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -285534.312500 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -285534.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -285539.968750 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -285540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -285546.312500 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -285546.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -285554.312500 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -285554.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -285560.593750 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -285560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285563.156250 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -285563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -285564.406250 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -285564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -285564.406250 Penalty: 3721.631592
	Iteration 15F: 3 clusters Score -285564.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -112075.242188 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -112075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110306.382812 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -110306.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110586.445312 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -110586.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -110762.710938 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -110762.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110856.109375 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -110856.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -110924.382812 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -110924.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111000.515625 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -111000.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111050.320312 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -111050.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111067.421875 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -111067.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111075.679688 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -111075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111082.562500 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -111082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111086.914062 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -111086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111091.632812 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -111091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111096.437500 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -111096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111105.664062 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -111105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111113.765625 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -111113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111117.140625 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -111117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111125.257812 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -111125.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -111136.546875 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -111136.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111145.265625 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -111145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111153.109375 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -111153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111158.171875 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -111158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111159.218750 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -111159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -111159.218750 Penalty: 3313.081299
	Iteration 22F: 3 clusters Score -111159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -91867.226562 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -91867.23 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 373 members 
Entering Unmasked Estep 
Score: -90214.710938 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -90214.71 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90593.898438 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -90593.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90849.703125 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -90849.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91073.296875 Penalty: 3293.378418
	Iteration 3F: 3 clusters Score -91073.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91242.593750 Penalty: 3293.378418
	Iteration 4F: 3 clusters Score -91242.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91327.750000 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -91327.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91367.687500 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -91367.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -91391.703125 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -91391.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91421.312500 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -91421.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91445.773438 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -91445.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -91457.007812 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -91457.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91459.359375 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -91459.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91459.359375 Penalty: 3293.378418
	Iteration 12F: 3 clusters Score -91459.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -221848.484375 Penalty: 1802.519287
	Iteration 0F: 2 clusters Score -221848.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -219663.140625 Penalty: 3605.038574
	Iteration 0F: 3 clusters Score -219663.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -220055.890625 Penalty: 3605.038574
	Iteration 1F: 3 clusters Score -220055.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -220165.281250 Penalty: 3605.038574
	Iteration 2F: 3 clusters Score -220165.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -220229.921875 Penalty: 3605.038574
	Iteration 3Q: 3 clusters Score -220229.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -220267.406250 Penalty: 3605.038574
	Iteration 4Q: 3 clusters Score -220267.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -220299.250000 Penalty: 3605.038574
	Iteration 5Q: 3 clusters Score -220299.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -220326.281250 Penalty: 3605.038574
	Iteration 6Q: 3 clusters Score -220326.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -220348.468750 Penalty: 3605.038574
	Iteration 7Q: 3 clusters Score -220348.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -220368.437500 Penalty: 3605.038574
	Iteration 8Q: 3 clusters Score -220368.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -220390.375000 Penalty: 3605.038574
	Iteration 9Q: 3 clusters Score -220390.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -220406.078125 Penalty: 3605.038574
	Iteration 10Q: 3 clusters Score -220406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -220422.562500 Penalty: 3605.038574
	Iteration 11Q: 3 clusters Score -220422.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -220437.546875 Penalty: 3605.038574
	Iteration 12Q: 3 clusters Score -220437.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -220453.312500 Penalty: 3605.038574
	Iteration 13Q: 3 clusters Score -220453.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -220465.968750 Penalty: 3605.038574
	Iteration 14Q: 3 clusters Score -220466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -220476.812500 Penalty: 3605.038574
	Iteration 15Q: 3 clusters Score -220476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -220485.671875 Penalty: 3605.038574
	Iteration 16Q: 3 clusters Score -220485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -220490.687500 Penalty: 3605.038574
	Iteration 17Q: 3 clusters Score -220490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220495.562500 Penalty: 3605.038574
	Iteration 18Q: 3 clusters Score -220495.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -220499.125000 Penalty: 3605.038574
	Iteration 19Q: 3 clusters Score -220499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220502.125000 Penalty: 3605.038574
	Iteration 20F: 3 clusters Score -220502.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220504.343750 Penalty: 3605.038574
	Iteration 21Q: 3 clusters Score -220504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220504.343750 Penalty: 3605.038574
	Iteration 22F: 3 clusters Score -220504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111565 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29405 members 
Mstep: Class 11 contains 6975 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10676 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124017 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5000 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28538 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101270 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24564 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708920.000000 Penalty: 141235.390625
Iteration 159Q: 44 clusters Score -8.670892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111564 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5644 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29403 members 
Mstep: Class 11 contains 6975 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10686 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 124008 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5001 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28541 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101264 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24567 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 201 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709024.000000 Penalty: 141235.390625
Iteration 160F: 44 clusters Score -8.670902e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 284 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111576 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29402 members 
Mstep: Class 11 contains 6975 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10694 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123986 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28548 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101261 members 
Mstep: Class 31 contains 410 members 
Mstep: Class 32 contains 24567 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 204 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 765 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709352.000000 Penalty: 141235.390625
Iteration 161Q: 44 clusters Score -8.670935e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111590 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34896 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29403 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10701 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123968 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5008 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28552 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101254 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24565 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 883 members 
Mstep: Class 36 contains 197 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 772 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709352.000000 Penalty: 141235.390625
Iteration 162Q: 44 clusters Score -8.670935e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111581 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29402 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10712 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123965 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5009 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28553 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101254 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24563 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 193 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 776 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709336.000000 Penalty: 141235.390625
Iteration 163Q: 44 clusters Score -8.670934e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111589 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34896 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29401 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10726 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123934 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28557 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101257 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24564 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 5729 members 
Mstep: Class 38 contains 269 members 
Mstep: Class 39 contains 1358 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 778 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709408.000000 Penalty: 141235.390625
Iteration 164Q: 44 clusters Score -8.670941e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111602 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34896 members 
Mstep: Class 7 contains 5645 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29400 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10739 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123903 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28559 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101260 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24563 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7593 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 5730 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1359 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 779 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709488.000000 Penalty: 141235.390625
Iteration 165Q: 44 clusters Score -8.670949e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111627 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34895 members 
Mstep: Class 7 contains 5643 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29401 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10754 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123857 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28560 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101266 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24561 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7592 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5730 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1362 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709344.000000 Penalty: 141235.390625
Iteration 166Q: 44 clusters Score -8.670934e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111647 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34895 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29404 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10762 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123818 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5010 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28561 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101276 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24561 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7588 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5731 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709312.000000 Penalty: 141235.390625
Iteration 167Q: 44 clusters Score -8.670931e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111660 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34894 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29404 members 
Mstep: Class 11 contains 6973 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10769 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123795 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5011 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28563 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101277 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24561 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7588 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5731 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709264.000000 Penalty: 141235.390625
Iteration 168Q: 44 clusters Score -8.670926e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111678 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34895 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29398 members 
Mstep: Class 11 contains 6973 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10779 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123765 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5013 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28567 members 
Mstep: Class 29 contains 3924 members 
Mstep: Class 30 contains 101279 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24562 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 7587 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5731 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1363 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709320.000000 Penalty: 141235.390625
Iteration 169Q: 44 clusters Score -8.670932e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111691 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34894 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29398 members 
Mstep: Class 11 contains 6973 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10782 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123734 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5012 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28570 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101291 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24562 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709296.000000 Penalty: 141235.390625
Iteration 170Q: 44 clusters Score -8.67093e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111689 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29394 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10786 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123727 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5013 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28578 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101286 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24561 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709312.000000 Penalty: 141235.390625
Iteration 171Q: 44 clusters Score -8.670931e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111694 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34896 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29393 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10792 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123723 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5014 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28585 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101277 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24560 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7584 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709392.000000 Penalty: 141235.390625
Iteration 172Q: 44 clusters Score -8.670939e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111703 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34896 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29392 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10798 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123708 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5017 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28585 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101276 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709320.000000 Penalty: 141235.390625
Iteration 173Q: 44 clusters Score -8.670932e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111698 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29392 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123694 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5019 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28594 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101280 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7581 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1364 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709360.000000 Penalty: 141235.390625
Iteration 174Q: 44 clusters Score -8.670936e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111697 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29392 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10809 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123683 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5018 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 28593 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101291 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709344.000000 Penalty: 141235.390625
Iteration 175Q: 44 clusters Score -8.670934e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111703 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29395 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10814 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123670 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5019 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28595 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101288 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709312.000000 Penalty: 141235.390625
Iteration 176Q: 44 clusters Score -8.670931e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111694 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29395 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10821 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123662 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5019 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28600 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101293 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7578 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1817 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709312.000000 Penalty: 141235.390625
Iteration 177Q: 44 clusters Score -8.670931e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111681 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29391 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10830 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123664 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5021 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28599 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101298 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1818 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709296.000000 Penalty: 141235.390625
Iteration 178Q: 44 clusters Score -8.67093e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111695 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5642 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8118 members 
Mstep: Class 10 contains 29392 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10835 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3830 members 
Mstep: Class 24 contains 123646 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5023 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28605 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101292 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709256.000000 Penalty: 141235.390625
Iteration 179Q: 44 clusters Score -8.670926e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111712 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34897 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29390 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10843 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123620 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28613 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101287 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1820 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709600.000000 Penalty: 141235.390625
Iteration 180F: 44 clusters Score -8.67096e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111731 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10846 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123603 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28619 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101278 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 884 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710032.000000 Penalty: 141235.390625
Iteration 181Q: 44 clusters Score -8.671003e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111746 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10847 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8363 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123576 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28624 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101280 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 191 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1820 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 780 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710184.000000 Penalty: 141235.390625
Iteration 182Q: 44 clusters Score -8.671018e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111766 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10851 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123549 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5023 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28625 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101282 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2388 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1821 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 782 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710248.000000 Penalty: 141235.390625
Iteration 183Q: 44 clusters Score -8.671025e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111776 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10852 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8863 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123529 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5023 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28628 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101292 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24549 members 
Mstep: Class 33 contains 2389 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1821 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710280.000000 Penalty: 141235.390625
Iteration 184Q: 44 clusters Score -8.671028e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111782 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8862 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123512 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28631 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101300 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2390 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1821 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710304.000000 Penalty: 141235.390625
Iteration 185Q: 44 clusters Score -8.67103e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111789 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123496 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28634 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101305 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1821 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710336.000000 Penalty: 141235.390625
Iteration 186Q: 44 clusters Score -8.671034e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111796 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8118 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10859 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123478 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5025 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28641 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101307 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1820 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710280.000000 Penalty: 141235.390625
Iteration 187Q: 44 clusters Score -8.671028e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111790 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29377 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10863 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123473 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28652 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101306 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710280.000000 Penalty: 141235.390625
Iteration 188Q: 44 clusters Score -8.671028e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111792 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123460 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28662 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101309 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710264.000000 Penalty: 141235.390625
Iteration 189Q: 44 clusters Score -8.671026e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111787 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34908 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29371 members 
Mstep: Class 11 contains 6973 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123452 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28668 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101311 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710224.000000 Penalty: 141235.390625
Iteration 190Q: 44 clusters Score -8.671022e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111778 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8365 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123440 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5024 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28669 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101324 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710232.000000 Penalty: 141235.390625
Iteration 191Q: 44 clusters Score -8.671023e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111779 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6975 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10871 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123426 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5025 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28675 members 
Mstep: Class 29 contains 3925 members 
Mstep: Class 30 contains 101327 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710200.000000 Penalty: 141235.390625
Iteration 192Q: 44 clusters Score -8.67102e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111779 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6976 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6731 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123408 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28680 members 
Mstep: Class 29 contains 3926 members 
Mstep: Class 30 contains 101331 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2391 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710304.000000 Penalty: 141235.390625
Iteration 193Q: 44 clusters Score -8.67103e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111776 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 29375 members 
Mstep: Class 11 contains 6976 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123403 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28683 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101333 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710304.000000 Penalty: 141235.390625
Iteration 194Q: 44 clusters Score -8.67103e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111767 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8125 members 
Mstep: Class 10 contains 29375 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123403 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28685 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101340 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1365 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710288.000000 Penalty: 141235.390625
Iteration 195Q: 44 clusters Score -8.671029e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111761 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29375 members 
Mstep: Class 11 contains 6972 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123396 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28693 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101344 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710256.000000 Penalty: 141235.390625
Iteration 196Q: 44 clusters Score -8.671026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111750 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123393 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28696 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101356 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710336.000000 Penalty: 141235.390625
Iteration 197Q: 44 clusters Score -8.671034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111756 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123386 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28701 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101353 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710296.000000 Penalty: 141235.390625
Iteration 198Q: 44 clusters Score -8.67103e+07 nChanged 49
Entering ConstructFrom: 
Score: -86710296.000000 Penalty: 141235.390625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -52289.660156 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -52289.66 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 214 members 
Entering Unmasked Estep 
Score: -51021.949219 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -51021.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51376.687500 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -51376.69 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -51646.503906 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -51646.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51873.964844 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -51873.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51912.187500 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -51912.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51938.574219 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -51938.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51949.617188 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -51949.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51958.535156 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -51958.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51974.871094 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -51974.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51992.156250 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -51992.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -52003.414062 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -52003.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52017.546875 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -52017.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -52017.546875 Penalty: 3006.482422
	Iteration 12F: 3 clusters Score -52017.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -48719.359375 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -48719.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47403.324219 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -47403.32 nChanged 39
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: -47500.066406 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -47500.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47530.890625 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -47530.89 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: -47532.937500 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -47532.94 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: -47532.937500 Penalty: 2882.325928
	Iteration 4F: 3 clusters Score -47532.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -242392.546875 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -242392.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -239998.484375 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -239998.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -240431.859375 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -240431.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -240551.546875 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -240551.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -240629.859375 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -240629.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -240698.093750 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -240698.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -240748.875000 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -240748.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -240785.625000 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -240785.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -240813.562500 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -240813.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -240828.671875 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -240828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -240838.671875 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -240838.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -240845.671875 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -240845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -240852.812500 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -240852.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -240856.328125 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -240856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -240859.671875 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -240859.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -240865.265625 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -240865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -240875.687500 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -240875.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -240885.609375 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -240885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -240893.500000 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -240893.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -240908.453125 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -240908.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -240924.312500 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -240924.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -240934.375000 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -240934.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -240945.031250 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -240945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -240956.140625 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -240956.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -240970.078125 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -240970.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -240982.390625 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -240982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -240993.390625 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -240993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -240999.859375 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -240999.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -241002.781250 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -241002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -241006.828125 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -241006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -241014.109375 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -241014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -241017.140625 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -241017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -241019.375000 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -241019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -241020.515625 Penalty: 3683.273193
	Iteration 32Q: 3 clusters Score -241020.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -241021.656250 Penalty: 3683.273193
	Iteration 33Q: 3 clusters Score -241021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -241021.656250 Penalty: 3683.273193
	Iteration 34F: 3 clusters Score -241021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111751 members 
Entering Unmasked Estep 
Score: -17629966.000000 Penalty: 2882.759033
	Iteration 0F: 2 clusters Score -1.762997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -17558556.000000 Penalty: 5765.518066
	Iteration 0F: 3 clusters Score -1.755856e+07 nChanged 53067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -17588522.000000 Penalty: 5765.518066
	Iteration 1F: 3 clusters Score -1.758852e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -17589202.000000 Penalty: 5765.518066
	Iteration 2Q: 3 clusters Score -1.75892e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 56245 members 
Entering Unmasked Estep 
Score: -17589756.000000 Penalty: 5765.518066
	Iteration 3Q: 3 clusters Score -1.758976e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -17590414.000000 Penalty: 5765.518066
	Iteration 4Q: 3 clusters Score -1.759041e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -17590954.000000 Penalty: 5765.518066
	Iteration 5Q: 3 clusters Score -1.759095e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -17591750.000000 Penalty: 5765.518066
	Iteration 6Q: 3 clusters Score -1.759175e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -17592900.000000 Penalty: 5765.518066
	Iteration 7Q: 3 clusters Score -1.75929e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -17594262.000000 Penalty: 5765.518066
	Iteration 8Q: 3 clusters Score -1.759426e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -17596102.000000 Penalty: 5765.518066
	Iteration 9Q: 3 clusters Score -1.75961e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -17598676.000000 Penalty: 5765.518066
	Iteration 10Q: 3 clusters Score -1.759868e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -17602236.000000 Penalty: 5765.518066
	Iteration 11F: 3 clusters Score -1.760224e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -17606508.000000 Penalty: 5765.518066
	Iteration 12F: 3 clusters Score -1.760651e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -17610724.000000 Penalty: 5765.518066
	Iteration 13F: 3 clusters Score -1.761072e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -17614590.000000 Penalty: 5765.518066
	Iteration 14F: 3 clusters Score -1.761459e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -17618108.000000 Penalty: 5765.518066
	Iteration 15Q: 3 clusters Score -1.761811e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -17620746.000000 Penalty: 5765.518066
	Iteration 16Q: 3 clusters Score -1.762075e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -17622808.000000 Penalty: 5765.518066
	Iteration 17Q: 3 clusters Score -1.762281e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 101454 members 
Entering Unmasked Estep 
Score: -17624342.000000 Penalty: 5765.518066
	Iteration 18Q: 3 clusters Score -1.762434e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 103985 members 
Entering Unmasked Estep 
Score: -17625482.000000 Penalty: 5765.518066
	Iteration 19Q: 3 clusters Score -1.762548e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -17626164.000000 Penalty: 5765.518066
	Iteration 20F: 3 clusters Score -1.762616e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -17626614.000000 Penalty: 5765.518066
	Iteration 21Q: 3 clusters Score -1.762661e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 108703 members 
Entering Unmasked Estep 
Score: -17627042.000000 Penalty: 5765.518066
	Iteration 22Q: 3 clusters Score -1.762704e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 109504 members 
Entering Unmasked Estep 
Score: -17627238.000000 Penalty: 5765.518066
	Iteration 23Q: 3 clusters Score -1.762724e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 110052 members 
Entering Unmasked Estep 
Score: -17627396.000000 Penalty: 5765.518066
	Iteration 24Q: 3 clusters Score -1.76274e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -17627416.000000 Penalty: 5765.518066
	Iteration 25Q: 3 clusters Score -1.762742e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -17627518.000000 Penalty: 5765.518066
	Iteration 26Q: 3 clusters Score -1.762752e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -17627548.000000 Penalty: 5765.518066
	Iteration 27Q: 3 clusters Score -1.762755e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -17627604.000000 Penalty: 5765.518066
	Iteration 28Q: 3 clusters Score -1.76276e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -17627600.000000 Penalty: 5765.518066
	Iteration 29Q: 3 clusters Score -1.76276e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -17627636.000000 Penalty: 5765.518066
	Iteration 30Q: 3 clusters Score -1.762764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -17627638.000000 Penalty: 5765.518066
	Iteration 31Q: 3 clusters Score -1.762764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -17627632.000000 Penalty: 5765.518066
	Iteration 32Q: 3 clusters Score -1.762763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 111097 members 
Entering Unmasked Estep 
Score: -17627638.000000 Penalty: 5765.518066
	Iteration 33Q: 3 clusters Score -1.762764e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -17627648.000000 Penalty: 5765.518066
	Iteration 34Q: 3 clusters Score -1.762765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 111129 members 
Entering Unmasked Estep 
Score: -17627678.000000 Penalty: 5765.518066
	Iteration 35Q: 3 clusters Score -1.762768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 111146 members 
Entering Unmasked Estep 
Score: -17627692.000000 Penalty: 5765.518066
	Iteration 36Q: 3 clusters Score -1.762769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 111161 members 
Entering Unmasked Estep 
Score: -17627718.000000 Penalty: 5765.518066
	Iteration 37Q: 3 clusters Score -1.762772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -17627724.000000 Penalty: 5765.518066
	Iteration 38Q: 3 clusters Score -1.762772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 111181 members 
Entering Unmasked Estep 
Score: -17627710.000000 Penalty: 5765.518066
	Iteration 39Q: 3 clusters Score -1.762771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 111193 members 
Entering Unmasked Estep 
Score: -17627722.000000 Penalty: 5765.518066
	Iteration 40F: 3 clusters Score -1.762772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -17627726.000000 Penalty: 5765.518066
	Iteration 41Q: 3 clusters Score -1.762773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 111209 members 
Entering Unmasked Estep 
Score: -17627734.000000 Penalty: 5765.518066
	Iteration 42Q: 3 clusters Score -1.762773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 111212 members 
Entering Unmasked Estep 
Score: -17627732.000000 Penalty: 5765.518066
	Iteration 43Q: 3 clusters Score -1.762773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 111212 members 
Entering Unmasked Estep 
Score: -17627734.000000 Penalty: 5765.518066
	Iteration 44Q: 3 clusters Score -1.762773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 111211 members 
Entering Unmasked Estep 
Score: -17627732.000000 Penalty: 5765.518066
	Iteration 45Q: 3 clusters Score -1.762773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -17627728.000000 Penalty: 5765.518066
	Iteration 46Q: 3 clusters Score -1.762773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 111210 members 
Entering Unmasked Estep 
Score: -17627728.000000 Penalty: 5765.518066
	Iteration 47F: 3 clusters Score -1.762773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -27474.285156 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -27474.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26671.896484 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -26671.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -27012.650391 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -27012.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -27427.460938 Penalty: 2681.957275
	Iteration 2F: 3 clusters Score -27427.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -27591.380859 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -27591.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -27604.818359 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -27604.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -27623.570312 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -27623.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -27623.570312 Penalty: 2681.957275
	Iteration 6F: 3 clusters Score -27623.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111751 members 
Mstep: Class 5 contains 176 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123374 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28707 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101358 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1449 members 
Mstep: Class 44 contains 47 members 
Entering Unmasked Estep 
Score: -86708448.000000 Penalty: 144519.937500
Splitting cluster 5 changes total score from -86710296.000000 to -86708448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (34904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Entering Unmasked Estep 
Score: -5405903.000000 Penalty: 2594.168457
	Iteration 0F: 2 clusters Score -5405903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5382040.500000 Penalty: 5188.336914
	Iteration 0F: 3 clusters Score -5382040 nChanged 15907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -5390770.000000 Penalty: 5188.336914
	Iteration 1F: 3 clusters Score -5390770 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -5391281.000000 Penalty: 5188.336914
	Iteration 2Q: 3 clusters Score -5391281 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5391777.000000 Penalty: 5188.336914
	Iteration 3Q: 3 clusters Score -5391777 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -5392240.500000 Penalty: 5188.336914
	Iteration 4Q: 3 clusters Score -5392240 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -5392682.500000 Penalty: 5188.336914
	Iteration 5Q: 3 clusters Score -5392682 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5393179.500000 Penalty: 5188.336914
	Iteration 6Q: 3 clusters Score -5393180 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5393795.500000 Penalty: 5188.336914
	Iteration 7Q: 3 clusters Score -5393796 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -5394649.500000 Penalty: 5188.336914
	Iteration 8Q: 3 clusters Score -5394650 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -5395837.000000 Penalty: 5188.336914
	Iteration 9F: 3 clusters Score -5395837 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -5397418.500000 Penalty: 5188.336914
	Iteration 10F: 3 clusters Score -5397418 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -5399236.500000 Penalty: 5188.336914
	Iteration 11F: 3 clusters Score -5399236 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -5400956.500000 Penalty: 5188.336914
	Iteration 12F: 3 clusters Score -5400956 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5402170.000000 Penalty: 5188.336914
	Iteration 13Q: 3 clusters Score -5402170 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5402804.500000 Penalty: 5188.336914
	Iteration 14Q: 3 clusters Score -5402804 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5403210.500000 Penalty: 5188.336914
	Iteration 15Q: 3 clusters Score -5403210 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5403405.000000 Penalty: 5188.336914
	Iteration 16Q: 3 clusters Score -5403405 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5403505.000000 Penalty: 5188.336914
	Iteration 17Q: 3 clusters Score -5403505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5403563.000000 Penalty: 5188.336914
	Iteration 18Q: 3 clusters Score -5403563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5403599.500000 Penalty: 5188.336914
	Iteration 19Q: 3 clusters Score -5403600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5403627.000000 Penalty: 5188.336914
	Iteration 20F: 3 clusters Score -5403627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5403647.500000 Penalty: 5188.336914
	Iteration 21Q: 3 clusters Score -5403648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5403662.000000 Penalty: 5188.336914
	Iteration 22Q: 3 clusters Score -5403662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5403671.000000 Penalty: 5188.336914
	Iteration 23Q: 3 clusters Score -5403671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5403690.000000 Penalty: 5188.336914
	Iteration 24Q: 3 clusters Score -5403690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5403698.000000 Penalty: 5188.336914
	Iteration 25Q: 3 clusters Score -5403698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5403701.500000 Penalty: 5188.336914
	Iteration 26Q: 3 clusters Score -5403702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5403703.000000 Penalty: 5188.336914
	Iteration 27Q: 3 clusters Score -5403703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5403709.500000 Penalty: 5188.336914
	Iteration 28Q: 3 clusters Score -5403710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5403710.500000 Penalty: 5188.336914
	Iteration 29Q: 3 clusters Score -5403710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5403710.500000 Penalty: 5188.336914
	Iteration 30F: 3 clusters Score -5403710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Entering Unmasked Estep 
Score: -822799.062500 Penalty: 2142.046387
	Iteration 0F: 2 clusters Score -822799.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -817850.312500 Penalty: 4284.092773
	Iteration 0F: 3 clusters Score -817850.3 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -819183.812500 Penalty: 4284.092773
	Iteration 1F: 3 clusters Score -819183.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -819610.687500 Penalty: 4284.092773
	Iteration 2F: 3 clusters Score -819610.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -820076.187500 Penalty: 4284.092773
	Iteration 3F: 3 clusters Score -820076.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -820528.187500 Penalty: 4284.092773
	Iteration 4F: 3 clusters Score -820528.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -820975.250000 Penalty: 4284.092773
	Iteration 5F: 3 clusters Score -820975.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -821347.187500 Penalty: 4284.092773
	Iteration 6F: 3 clusters Score -821347.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -821684.562500 Penalty: 4284.092773
	Iteration 7F: 3 clusters Score -821684.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -821925.000000 Penalty: 4284.092773
	Iteration 8Q: 3 clusters Score -821925 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -822066.187500 Penalty: 4284.092773
	Iteration 9Q: 3 clusters Score -822066.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -822125.625000 Penalty: 4284.092773
	Iteration 10Q: 3 clusters Score -822125.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -822154.875000 Penalty: 4284.092773
	Iteration 11Q: 3 clusters Score -822154.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -822171.875000 Penalty: 4284.092773
	Iteration 12Q: 3 clusters Score -822171.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -822178.312500 Penalty: 4284.092773
	Iteration 13Q: 3 clusters Score -822178.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -822184.937500 Penalty: 4284.092773
	Iteration 14Q: 3 clusters Score -822184.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -822191.250000 Penalty: 4284.092773
	Iteration 15Q: 3 clusters Score -822191.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -822195.437500 Penalty: 4284.092773
	Iteration 16Q: 3 clusters Score -822195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -822202.000000 Penalty: 4284.092773
	Iteration 17Q: 3 clusters Score -822202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -822206.062500 Penalty: 4284.092773
	Iteration 18Q: 3 clusters Score -822206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -822205.125000 Penalty: 4284.092773
	Iteration 19Q: 3 clusters Score -822205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -822207.000000 Penalty: 4284.092773
	Iteration 20F: 3 clusters Score -822207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -822208.687500 Penalty: 4284.092773
	Iteration 21Q: 3 clusters Score -822208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -822208.187500 Penalty: 4284.092773
	Iteration 22Q: 3 clusters Score -822208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -822208.187500 Penalty: 4284.092773
	Iteration 23F: 3 clusters Score -822208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -31534.369141 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -31534.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30509.544922 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -30509.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30875.375000 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -30875.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31046.013672 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -31046.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31101.056641 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -31101.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31115.576172 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -31115.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31150.619141 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -31150.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31202.912109 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -31202.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31266.591797 Penalty: 2904.115723
	Iteration 7Q: 3 clusters Score -31266.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31274.318359 Penalty: 2904.115723
	Iteration 8Q: 3 clusters Score -31274.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31304.435547 Penalty: 2904.115723
	Iteration 9Q: 3 clusters Score -31304.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31314.183594 Penalty: 2904.115723
	Iteration 10Q: 3 clusters Score -31314.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31320.828125 Penalty: 2904.115723
	Iteration 11Q: 3 clusters Score -31320.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31328.566406 Penalty: 2904.115723
	Iteration 12F: 3 clusters Score -31328.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31367.345703 Penalty: 2904.115723
	Iteration 13Q: 3 clusters Score -31367.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31367.345703 Penalty: 2904.115723
	Iteration 14F: 3 clusters Score -31367.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Entering Unmasked Estep 
Score: -1293998.750000 Penalty: 2232.761230
	Iteration 0F: 2 clusters Score -1293999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1287503.875000 Penalty: 4465.522461
	Iteration 0F: 3 clusters Score -1287504 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1289290.125000 Penalty: 4465.522461
	Iteration 1F: 3 clusters Score -1289290 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1289584.250000 Penalty: 4465.522461
	Iteration 2F: 3 clusters Score -1289584 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1289763.875000 Penalty: 4465.522461
	Iteration 3Q: 3 clusters Score -1289764 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1289910.625000 Penalty: 4465.522461
	Iteration 4Q: 3 clusters Score -1289911 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1290051.500000 Penalty: 4465.522461
	Iteration 5Q: 3 clusters Score -1290052 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1290184.875000 Penalty: 4465.522461
	Iteration 6Q: 3 clusters Score -1290185 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1290331.000000 Penalty: 4465.522461
	Iteration 7Q: 3 clusters Score -1290331 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1290475.750000 Penalty: 4465.522461
	Iteration 8Q: 3 clusters Score -1290476 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1290637.500000 Penalty: 4465.522461
	Iteration 9Q: 3 clusters Score -1290638 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1290819.250000 Penalty: 4465.522461
	Iteration 10Q: 3 clusters Score -1290819 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1291031.000000 Penalty: 4465.522461
	Iteration 11Q: 3 clusters Score -1291031 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1291238.875000 Penalty: 4465.522461
	Iteration 12Q: 3 clusters Score -1291239 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1291441.625000 Penalty: 4465.522461
	Iteration 13Q: 3 clusters Score -1291442 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1291611.000000 Penalty: 4465.522461
	Iteration 14Q: 3 clusters Score -1291611 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1291740.125000 Penalty: 4465.522461
	Iteration 15Q: 3 clusters Score -1291740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1291838.250000 Penalty: 4465.522461
	Iteration 16Q: 3 clusters Score -1291838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1291904.375000 Penalty: 4465.522461
	Iteration 17Q: 3 clusters Score -1291904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1291954.500000 Penalty: 4465.522461
	Iteration 18Q: 3 clusters Score -1291954 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1292015.125000 Penalty: 4465.522461
	Iteration 19Q: 3 clusters Score -1292015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1292068.000000 Penalty: 4465.522461
	Iteration 20F: 3 clusters Score -1292068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1292118.125000 Penalty: 4465.522461
	Iteration 21Q: 3 clusters Score -1292118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1292168.375000 Penalty: 4465.522461
	Iteration 22Q: 3 clusters Score -1292168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1292201.875000 Penalty: 4465.522461
	Iteration 23Q: 3 clusters Score -1292202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1292226.250000 Penalty: 4465.522461
	Iteration 24Q: 3 clusters Score -1292226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1292241.375000 Penalty: 4465.522461
	Iteration 25Q: 3 clusters Score -1292241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1292253.375000 Penalty: 4465.522461
	Iteration 26Q: 3 clusters Score -1292253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1292257.375000 Penalty: 4465.522461
	Iteration 27Q: 3 clusters Score -1292257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1292262.250000 Penalty: 4465.522461
	Iteration 28Q: 3 clusters Score -1292262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1292263.625000 Penalty: 4465.522461
	Iteration 29Q: 3 clusters Score -1292264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1292272.250000 Penalty: 4465.522461
	Iteration 30Q: 3 clusters Score -1292272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1292280.000000 Penalty: 4465.522461
	Iteration 31Q: 3 clusters Score -1292280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1292286.250000 Penalty: 4465.522461
	Iteration 32Q: 3 clusters Score -1292286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1292293.125000 Penalty: 4465.522461
	Iteration 33Q: 3 clusters Score -1292293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1292293.625000 Penalty: 4465.522461
	Iteration 34Q: 3 clusters Score -1292294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1292295.000000 Penalty: 4465.522461
	Iteration 35Q: 3 clusters Score -1292295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1292295.000000 Penalty: 4465.522461
	Iteration 36F: 3 clusters Score -1292295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Entering Unmasked Estep 
Score: -4534982.500000 Penalty: 2551.390625
	Iteration 0F: 2 clusters Score -4534982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4514781.000000 Penalty: 5102.781250
	Iteration 0F: 3 clusters Score -4514781 nChanged 13287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -4522011.500000 Penalty: 5102.781250
	Iteration 1F: 3 clusters Score -4522012 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -4522468.000000 Penalty: 5102.781250
	Iteration 2Q: 3 clusters Score -4522468 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4522963.500000 Penalty: 5102.781250
	Iteration 3Q: 3 clusters Score -4522964 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4523549.000000 Penalty: 5102.781250
	Iteration 4Q: 3 clusters Score -4523549 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -4524256.500000 Penalty: 5102.781250
	Iteration 5F: 3 clusters Score -4524256 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -4525283.500000 Penalty: 5102.781250
	Iteration 6F: 3 clusters Score -4525284 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4526669.000000 Penalty: 5102.781250
	Iteration 7F: 3 clusters Score -4526669 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4528394.500000 Penalty: 5102.781250
	Iteration 8F: 3 clusters Score -4528394 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4530130.000000 Penalty: 5102.781250
	Iteration 9F: 3 clusters Score -4530130 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4531415.500000 Penalty: 5102.781250
	Iteration 10Q: 3 clusters Score -4531416 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4532096.500000 Penalty: 5102.781250
	Iteration 11Q: 3 clusters Score -4532096 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4532437.000000 Penalty: 5102.781250
	Iteration 12Q: 3 clusters Score -4532437 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4532557.500000 Penalty: 5102.781250
	Iteration 13Q: 3 clusters Score -4532558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4532637.000000 Penalty: 5102.781250
	Iteration 14Q: 3 clusters Score -4532637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4532684.000000 Penalty: 5102.781250
	Iteration 15Q: 3 clusters Score -4532684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4532709.000000 Penalty: 5102.781250
	Iteration 16Q: 3 clusters Score -4532709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4532729.000000 Penalty: 5102.781250
	Iteration 17Q: 3 clusters Score -4532729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4532735.500000 Penalty: 5102.781250
	Iteration 18Q: 3 clusters Score -4532736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4532740.000000 Penalty: 5102.781250
	Iteration 19Q: 3 clusters Score -4532740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4532740.000000 Penalty: 5102.781250
	Iteration 20F: 3 clusters Score -4532740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4532745.500000 Penalty: 5102.781250
	Iteration 21Q: 3 clusters Score -4532746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4532749.500000 Penalty: 5102.781250
	Iteration 22Q: 3 clusters Score -4532750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4532758.000000 Penalty: 5102.781250
	Iteration 23Q: 3 clusters Score -4532758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4532755.000000 Penalty: 5102.781250
	Iteration 24Q: 3 clusters Score -4532755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4532752.000000 Penalty: 5102.781250
	Iteration 25Q: 3 clusters Score -4532752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4532755.000000 Penalty: 5102.781250
	Iteration 26Q: 3 clusters Score -4532755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4532754.000000 Penalty: 5102.781250
	Iteration 27Q: 3 clusters Score -4532754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4532754.000000 Penalty: 5102.781250
	Iteration 28F: 3 clusters Score -4532754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Entering Unmasked Estep 
Score: -1100925.000000 Penalty: 2194.572754
	Iteration 0F: 2 clusters Score -1100925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1095173.250000 Penalty: 4389.145508
	Iteration 0F: 3 clusters Score -1095173 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1096670.625000 Penalty: 4389.145508
	Iteration 1F: 3 clusters Score -1096671 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1096904.125000 Penalty: 4389.145508
	Iteration 2F: 3 clusters Score -1096904 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1097037.125000 Penalty: 4389.145508
	Iteration 3Q: 3 clusters Score -1097037 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1097136.750000 Penalty: 4389.145508
	Iteration 4Q: 3 clusters Score -1097137 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1097221.000000 Penalty: 4389.145508
	Iteration 5Q: 3 clusters Score -1097221 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1097293.875000 Penalty: 4389.145508
	Iteration 6Q: 3 clusters Score -1097294 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1097364.125000 Penalty: 4389.145508
	Iteration 7Q: 3 clusters Score -1097364 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1097439.375000 Penalty: 4389.145508
	Iteration 8Q: 3 clusters Score -1097439 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1097517.250000 Penalty: 4389.145508
	Iteration 9Q: 3 clusters Score -1097517 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1097603.250000 Penalty: 4389.145508
	Iteration 10Q: 3 clusters Score -1097603 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1097701.375000 Penalty: 4389.145508
	Iteration 11Q: 3 clusters Score -1097701 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1097783.875000 Penalty: 4389.145508
	Iteration 12Q: 3 clusters Score -1097784 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1097858.000000 Penalty: 4389.145508
	Iteration 13Q: 3 clusters Score -1097858 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1097923.625000 Penalty: 4389.145508
	Iteration 14Q: 3 clusters Score -1097924 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1097995.125000 Penalty: 4389.145508
	Iteration 15Q: 3 clusters Score -1097995 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1098067.375000 Penalty: 4389.145508
	Iteration 16Q: 3 clusters Score -1098067 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1098137.000000 Penalty: 4389.145508
	Iteration 17Q: 3 clusters Score -1098137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1098191.000000 Penalty: 4389.145508
	Iteration 18Q: 3 clusters Score -1098191 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1098241.250000 Penalty: 4389.145508
	Iteration 19Q: 3 clusters Score -1098241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1098276.875000 Penalty: 4389.145508
	Iteration 20F: 3 clusters Score -1098277 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1098302.250000 Penalty: 4389.145508
	Iteration 21Q: 3 clusters Score -1098302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1098320.625000 Penalty: 4389.145508
	Iteration 22Q: 3 clusters Score -1098321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1098340.375000 Penalty: 4389.145508
	Iteration 23Q: 3 clusters Score -1098340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1098359.750000 Penalty: 4389.145508
	Iteration 24Q: 3 clusters Score -1098360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1098377.250000 Penalty: 4389.145508
	Iteration 25Q: 3 clusters Score -1098377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1098403.625000 Penalty: 4389.145508
	Iteration 26Q: 3 clusters Score -1098404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1098421.875000 Penalty: 4389.145508
	Iteration 27Q: 3 clusters Score -1098422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1098437.750000 Penalty: 4389.145508
	Iteration 28Q: 3 clusters Score -1098438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1098450.875000 Penalty: 4389.145508
	Iteration 29Q: 3 clusters Score -1098451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1098463.125000 Penalty: 4389.145508
	Iteration 30Q: 3 clusters Score -1098463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1098476.000000 Penalty: 4389.145508
	Iteration 31Q: 3 clusters Score -1098476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1098487.250000 Penalty: 4389.145508
	Iteration 32Q: 3 clusters Score -1098487 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1098512.500000 Penalty: 4389.145508
	Iteration 33Q: 3 clusters Score -1098512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1098527.875000 Penalty: 4389.145508
	Iteration 34Q: 3 clusters Score -1098528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1098542.875000 Penalty: 4389.145508
	Iteration 35Q: 3 clusters Score -1098543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1098559.375000 Penalty: 4389.145508
	Iteration 36Q: 3 clusters Score -1098559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1098577.875000 Penalty: 4389.145508
	Iteration 37Q: 3 clusters Score -1098578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1098601.125000 Penalty: 4389.145508
	Iteration 38Q: 3 clusters Score -1098601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1098620.875000 Penalty: 4389.145508
	Iteration 39Q: 3 clusters Score -1098621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1098636.750000 Penalty: 4389.145508
	Iteration 40F: 3 clusters Score -1098637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1098652.250000 Penalty: 4389.145508
	Iteration 41Q: 3 clusters Score -1098652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1098666.375000 Penalty: 4389.145508
	Iteration 42Q: 3 clusters Score -1098666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1098680.750000 Penalty: 4389.145508
	Iteration 43Q: 3 clusters Score -1098681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1098696.625000 Penalty: 4389.145508
	Iteration 44Q: 3 clusters Score -1098697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1098714.750000 Penalty: 4389.145508
	Iteration 45Q: 3 clusters Score -1098715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1098728.625000 Penalty: 4389.145508
	Iteration 46Q: 3 clusters Score -1098729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1098737.250000 Penalty: 4389.145508
	Iteration 47Q: 3 clusters Score -1098737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1098752.500000 Penalty: 4389.145508
	Iteration 48Q: 3 clusters Score -1098752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1098763.000000 Penalty: 4389.145508
	Iteration 49Q: 3 clusters Score -1098763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1098775.500000 Penalty: 4389.145508
	Iteration 50Q: 3 clusters Score -1098776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1098789.125000 Penalty: 4389.145508
	Iteration 51Q: 3 clusters Score -1098789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1098793.750000 Penalty: 4389.145508
	Iteration 52Q: 3 clusters Score -1098794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1098799.750000 Penalty: 4389.145508
	Iteration 53Q: 3 clusters Score -1098800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1098805.500000 Penalty: 4389.145508
	Iteration 54Q: 3 clusters Score -1098806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1098817.625000 Penalty: 4389.145508
	Iteration 55Q: 3 clusters Score -1098818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1098829.875000 Penalty: 4389.145508
	Iteration 56Q: 3 clusters Score -1098830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1098840.500000 Penalty: 4389.145508
	Iteration 57Q: 3 clusters Score -1098840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1098850.500000 Penalty: 4389.145508
	Iteration 58Q: 3 clusters Score -1098850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1098860.125000 Penalty: 4389.145508
	Iteration 59Q: 3 clusters Score -1098860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1098870.500000 Penalty: 4389.145508
	Iteration 60F: 3 clusters Score -1098870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1098879.250000 Penalty: 4389.145508
	Iteration 61Q: 3 clusters Score -1098879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1098888.500000 Penalty: 4389.145508
	Iteration 62Q: 3 clusters Score -1098888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1098897.875000 Penalty: 4389.145508
	Iteration 63Q: 3 clusters Score -1098898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1098904.000000 Penalty: 4389.145508
	Iteration 64Q: 3 clusters Score -1098904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1098910.750000 Penalty: 4389.145508
	Iteration 65Q: 3 clusters Score -1098911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1098923.250000 Penalty: 4389.145508
	Iteration 66Q: 3 clusters Score -1098923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1098929.500000 Penalty: 4389.145508
	Iteration 67Q: 3 clusters Score -1098930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1098940.000000 Penalty: 4389.145508
	Iteration 68Q: 3 clusters Score -1098940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1098949.375000 Penalty: 4389.145508
	Iteration 69Q: 3 clusters Score -1098949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1098948.625000 Penalty: 4389.145508
	Iteration 70Q: 3 clusters Score -1098949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1098954.875000 Penalty: 4389.145508
	Iteration 71Q: 3 clusters Score -1098955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1098959.875000 Penalty: 4389.145508
	Iteration 72Q: 3 clusters Score -1098960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1098963.375000 Penalty: 4389.145508
	Iteration 73Q: 3 clusters Score -1098963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1098967.375000 Penalty: 4389.145508
	Iteration 74Q: 3 clusters Score -1098967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1098971.625000 Penalty: 4389.145508
	Iteration 75Q: 3 clusters Score -1098972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1098974.125000 Penalty: 4389.145508
	Iteration 76Q: 3 clusters Score -1098974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1098979.125000 Penalty: 4389.145508
	Iteration 77Q: 3 clusters Score -1098979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1098981.000000 Penalty: 4389.145508
	Iteration 78Q: 3 clusters Score -1098981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1098981.750000 Penalty: 4389.145508
	Iteration 79Q: 3 clusters Score -1098982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1098983.750000 Penalty: 4389.145508
	Iteration 80F: 3 clusters Score -1098984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -449714.687500 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -449714.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -446540.968750 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -446541 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -447184.812500 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -447184.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -447349.937500 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -447349.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -447451.656250 Penalty: 3948.320557
	Iteration 3Q: 3 clusters Score -447451.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -447539.000000 Penalty: 3948.320557
	Iteration 4Q: 3 clusters Score -447539 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -447604.062500 Penalty: 3948.320557
	Iteration 5Q: 3 clusters Score -447604.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -447692.312500 Penalty: 3948.320557
	Iteration 6Q: 3 clusters Score -447692.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -447773.687500 Penalty: 3948.320557
	Iteration 7Q: 3 clusters Score -447773.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -447831.250000 Penalty: 3948.320557
	Iteration 8Q: 3 clusters Score -447831.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -447887.000000 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -447887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -447935.187500 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -447935.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -447972.906250 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -447972.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -448008.843750 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -448008.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -448040.062500 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -448040.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -448078.593750 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -448078.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -448117.437500 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -448117.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -448147.437500 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -448147.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -448181.718750 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -448181.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -448213.781250 Penalty: 3948.320557
	Iteration 18Q: 3 clusters Score -448213.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -448238.531250 Penalty: 3948.320557
	Iteration 19Q: 3 clusters Score -448238.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -448253.906250 Penalty: 3948.320557
	Iteration 20F: 3 clusters Score -448253.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -448267.343750 Penalty: 3948.320557
	Iteration 21Q: 3 clusters Score -448267.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -448276.593750 Penalty: 3948.320557
	Iteration 22Q: 3 clusters Score -448276.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -448284.625000 Penalty: 3948.320557
	Iteration 23Q: 3 clusters Score -448284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -448291.312500 Penalty: 3948.320557
	Iteration 24Q: 3 clusters Score -448291.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -448298.406250 Penalty: 3948.320557
	Iteration 25Q: 3 clusters Score -448298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -448300.468750 Penalty: 3948.320557
	Iteration 26Q: 3 clusters Score -448300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -448303.718750 Penalty: 3948.320557
	Iteration 27Q: 3 clusters Score -448303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -448305.593750 Penalty: 3948.320557
	Iteration 28Q: 3 clusters Score -448305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -448307.781250 Penalty: 3948.320557
	Iteration 29Q: 3 clusters Score -448307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -448312.375000 Penalty: 3948.320557
	Iteration 30Q: 3 clusters Score -448312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -448316.906250 Penalty: 3948.320557
	Iteration 31Q: 3 clusters Score -448316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -448321.593750 Penalty: 3948.320557
	Iteration 32Q: 3 clusters Score -448321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -448331.906250 Penalty: 3948.320557
	Iteration 33Q: 3 clusters Score -448331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -448335.687500 Penalty: 3948.320557
	Iteration 34Q: 3 clusters Score -448335.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -448340.406250 Penalty: 3948.320557
	Iteration 35Q: 3 clusters Score -448340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -448344.750000 Penalty: 3948.320557
	Iteration 36Q: 3 clusters Score -448344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -448348.906250 Penalty: 3948.320557
	Iteration 37Q: 3 clusters Score -448348.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -448357.343750 Penalty: 3948.320557
	Iteration 38Q: 3 clusters Score -448357.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -448363.343750 Penalty: 3948.320557
	Iteration 39Q: 3 clusters Score -448363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -448368.375000 Penalty: 3948.320557
	Iteration 40F: 3 clusters Score -448368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -448374.750000 Penalty: 3948.320557
	Iteration 41Q: 3 clusters Score -448374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -448379.875000 Penalty: 3948.320557
	Iteration 42Q: 3 clusters Score -448379.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -448384.468750 Penalty: 3948.320557
	Iteration 43Q: 3 clusters Score -448384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -448387.187500 Penalty: 3948.320557
	Iteration 44Q: 3 clusters Score -448387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -448390.031250 Penalty: 3948.320557
	Iteration 45Q: 3 clusters Score -448390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -448391.718750 Penalty: 3948.320557
	Iteration 46Q: 3 clusters Score -448391.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -448391.937500 Penalty: 3948.320557
	Iteration 47Q: 3 clusters Score -448391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -448391.937500 Penalty: 3948.320557
	Iteration 48F: 3 clusters Score -448391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -197318.640625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -197318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -195184.093750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -195184.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195534.171875 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -195534.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195644.296875 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -195644.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -195734.000000 Penalty: 3576.565918
	Iteration 3Q: 3 clusters Score -195734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -195785.890625 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -195785.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -195812.609375 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -195812.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -195846.828125 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -195846.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -195902.656250 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -195902.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -195950.453125 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -195950.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -195979.171875 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -195979.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196008.125000 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -196008.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -196034.171875 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -196034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -196051.468750 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -196051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -196068.406250 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -196068.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -196089.046875 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -196089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -196102.531250 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -196102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -196106.687500 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -196106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -196110.234375 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -196110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -196114.484375 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -196114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -196118.359375 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -196118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -196121.656250 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -196121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -196123.984375 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -196124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -196128.843750 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -196128.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -196131.765625 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -196131.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196133.468750 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -196133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196134.609375 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -196134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -196138.234375 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -196138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -196141.234375 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -196141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -196144.109375 Penalty: 3576.565918
	Iteration 28Q: 3 clusters Score -196144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -196148.625000 Penalty: 3576.565918
	Iteration 29Q: 3 clusters Score -196148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196152.531250 Penalty: 3576.565918
	Iteration 30Q: 3 clusters Score -196152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196160.140625 Penalty: 3576.565918
	Iteration 31Q: 3 clusters Score -196160.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -196164.718750 Penalty: 3576.565918
	Iteration 32Q: 3 clusters Score -196164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -196166.359375 Penalty: 3576.565918
	Iteration 33Q: 3 clusters Score -196166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -196166.359375 Penalty: 3576.565918
	Iteration 34F: 3 clusters Score -196166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -1732830.000000 Penalty: 2304.967041
	Iteration 0F: 2 clusters Score -1732830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1724565.500000 Penalty: 4609.934082
	Iteration 0F: 3 clusters Score -1724566 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1726983.750000 Penalty: 4609.934082
	Iteration 1F: 3 clusters Score -1726984 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1727294.375000 Penalty: 4609.934082
	Iteration 2F: 3 clusters Score -1727294 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1727511.375000 Penalty: 4609.934082
	Iteration 3F: 3 clusters Score -1727511 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1727668.500000 Penalty: 4609.934082
	Iteration 4Q: 3 clusters Score -1727668 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1727796.750000 Penalty: 4609.934082
	Iteration 5Q: 3 clusters Score -1727797 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1727889.875000 Penalty: 4609.934082
	Iteration 6Q: 3 clusters Score -1727890 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1727989.625000 Penalty: 4609.934082
	Iteration 7Q: 3 clusters Score -1727990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1728069.125000 Penalty: 4609.934082
	Iteration 8Q: 3 clusters Score -1728069 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1728178.375000 Penalty: 4609.934082
	Iteration 9Q: 3 clusters Score -1728178 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1728305.000000 Penalty: 4609.934082
	Iteration 10Q: 3 clusters Score -1728305 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1728474.000000 Penalty: 4609.934082
	Iteration 11Q: 3 clusters Score -1728474 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1728647.250000 Penalty: 4609.934082
	Iteration 12Q: 3 clusters Score -1728647 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1728855.750000 Penalty: 4609.934082
	Iteration 13Q: 3 clusters Score -1728856 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1729047.250000 Penalty: 4609.934082
	Iteration 14Q: 3 clusters Score -1729047 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1729240.000000 Penalty: 4609.934082
	Iteration 15Q: 3 clusters Score -1729240 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1729413.500000 Penalty: 4609.934082
	Iteration 16Q: 3 clusters Score -1729414 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1729544.250000 Penalty: 4609.934082
	Iteration 17Q: 3 clusters Score -1729544 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1729652.750000 Penalty: 4609.934082
	Iteration 18Q: 3 clusters Score -1729653 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1729748.500000 Penalty: 4609.934082
	Iteration 19Q: 3 clusters Score -1729748 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1729820.750000 Penalty: 4609.934082
	Iteration 20F: 3 clusters Score -1729821 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1729872.750000 Penalty: 4609.934082
	Iteration 21Q: 3 clusters Score -1729873 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1729925.125000 Penalty: 4609.934082
	Iteration 22Q: 3 clusters Score -1729925 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1729960.625000 Penalty: 4609.934082
	Iteration 23Q: 3 clusters Score -1729961 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1730017.375000 Penalty: 4609.934082
	Iteration 24Q: 3 clusters Score -1730017 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1730066.500000 Penalty: 4609.934082
	Iteration 25Q: 3 clusters Score -1730066 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1730123.375000 Penalty: 4609.934082
	Iteration 26Q: 3 clusters Score -1730123 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1730181.375000 Penalty: 4609.934082
	Iteration 27Q: 3 clusters Score -1730181 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1730238.125000 Penalty: 4609.934082
	Iteration 28Q: 3 clusters Score -1730238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1730273.875000 Penalty: 4609.934082
	Iteration 29Q: 3 clusters Score -1730274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1730305.750000 Penalty: 4609.934082
	Iteration 30Q: 3 clusters Score -1730306 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1730332.625000 Penalty: 4609.934082
	Iteration 31Q: 3 clusters Score -1730333 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1730354.750000 Penalty: 4609.934082
	Iteration 32Q: 3 clusters Score -1730355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1730381.375000 Penalty: 4609.934082
	Iteration 33Q: 3 clusters Score -1730381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1730399.875000 Penalty: 4609.934082
	Iteration 34Q: 3 clusters Score -1730400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1730427.125000 Penalty: 4609.934082
	Iteration 35Q: 3 clusters Score -1730427 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1730453.500000 Penalty: 4609.934082
	Iteration 36Q: 3 clusters Score -1730454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1730471.500000 Penalty: 4609.934082
	Iteration 37Q: 3 clusters Score -1730472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1730494.750000 Penalty: 4609.934082
	Iteration 38Q: 3 clusters Score -1730495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1730504.625000 Penalty: 4609.934082
	Iteration 39Q: 3 clusters Score -1730505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1730524.125000 Penalty: 4609.934082
	Iteration 40F: 3 clusters Score -1730524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1730531.625000 Penalty: 4609.934082
	Iteration 41Q: 3 clusters Score -1730532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1730544.875000 Penalty: 4609.934082
	Iteration 42Q: 3 clusters Score -1730545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1730554.750000 Penalty: 4609.934082
	Iteration 43Q: 3 clusters Score -1730555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1730566.625000 Penalty: 4609.934082
	Iteration 44Q: 3 clusters Score -1730567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1730578.375000 Penalty: 4609.934082
	Iteration 45Q: 3 clusters Score -1730578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1730591.375000 Penalty: 4609.934082
	Iteration 46Q: 3 clusters Score -1730591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1730599.250000 Penalty: 4609.934082
	Iteration 47Q: 3 clusters Score -1730599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1730604.625000 Penalty: 4609.934082
	Iteration 48Q: 3 clusters Score -1730605 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1730615.750000 Penalty: 4609.934082
	Iteration 49Q: 3 clusters Score -1730616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1730634.000000 Penalty: 4609.934082
	Iteration 50Q: 3 clusters Score -1730634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1730639.125000 Penalty: 4609.934082
	Iteration 51Q: 3 clusters Score -1730639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1730657.125000 Penalty: 4609.934082
	Iteration 52Q: 3 clusters Score -1730657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1730672.625000 Penalty: 4609.934082
	Iteration 53Q: 3 clusters Score -1730673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1730696.500000 Penalty: 4609.934082
	Iteration 54Q: 3 clusters Score -1730696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1730712.125000 Penalty: 4609.934082
	Iteration 55Q: 3 clusters Score -1730712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1730723.500000 Penalty: 4609.934082
	Iteration 56Q: 3 clusters Score -1730724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1730738.250000 Penalty: 4609.934082
	Iteration 57Q: 3 clusters Score -1730738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1730747.875000 Penalty: 4609.934082
	Iteration 58Q: 3 clusters Score -1730748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1730755.875000 Penalty: 4609.934082
	Iteration 59Q: 3 clusters Score -1730756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1730760.875000 Penalty: 4609.934082
	Iteration 60F: 3 clusters Score -1730761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1730764.500000 Penalty: 4609.934082
	Iteration 61Q: 3 clusters Score -1730764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1730767.375000 Penalty: 4609.934082
	Iteration 62Q: 3 clusters Score -1730767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1730767.000000 Penalty: 4609.934082
	Iteration 63Q: 3 clusters Score -1730767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1730768.875000 Penalty: 4609.934082
	Iteration 64Q: 3 clusters Score -1730769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1730771.625000 Penalty: 4609.934082
	Iteration 65Q: 3 clusters Score -1730772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1730774.500000 Penalty: 4609.934082
	Iteration 66Q: 3 clusters Score -1730774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1730781.000000 Penalty: 4609.934082
	Iteration 67Q: 3 clusters Score -1730781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1730781.875000 Penalty: 4609.934082
	Iteration 68Q: 3 clusters Score -1730782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1730781.750000 Penalty: 4609.934082
	Iteration 69Q: 3 clusters Score -1730782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1730778.750000 Penalty: 4609.934082
	Iteration 70Q: 3 clusters Score -1730779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1730779.875000 Penalty: 4609.934082
	Iteration 71Q: 3 clusters Score -1730780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1730779.250000 Penalty: 4609.934082
	Iteration 72Q: 3 clusters Score -1730779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1730783.000000 Penalty: 4609.934082
	Iteration 73Q: 3 clusters Score -1730783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1730781.500000 Penalty: 4609.934082
	Iteration 74Q: 3 clusters Score -1730782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1730781.500000 Penalty: 4609.934082
	Iteration 75F: 3 clusters Score -1730782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -94829.906250 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -94829.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93159.554688 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -93159.55 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93390.812500 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -93390.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93444.593750 Penalty: 3235.687012
	Iteration 2Q: 3 clusters Score -93444.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -93473.687500 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -93473.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -93494.578125 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -93494.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93510.882812 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -93510.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -93523.140625 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -93523.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -93531.328125 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -93531.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93532.914062 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -93532.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93532.914062 Penalty: 3235.687012
	Iteration 9F: 3 clusters Score -93532.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Entering Unmasked Estep 
Score: -1050136.375000 Penalty: 2186.138184
	Iteration 0F: 2 clusters Score -1050136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1044530.937500 Penalty: 4372.276367
	Iteration 0F: 3 clusters Score -1044531 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1046015.750000 Penalty: 4372.276367
	Iteration 1F: 3 clusters Score -1046016 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1046220.375000 Penalty: 4372.276367
	Iteration 2F: 3 clusters Score -1046220 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1046358.687500 Penalty: 4372.276367
	Iteration 3Q: 3 clusters Score -1046359 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1046472.000000 Penalty: 4372.276367
	Iteration 4Q: 3 clusters Score -1046472 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1046561.500000 Penalty: 4372.276367
	Iteration 5Q: 3 clusters Score -1046562 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1046629.375000 Penalty: 4372.276367
	Iteration 6Q: 3 clusters Score -1046629 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1046698.375000 Penalty: 4372.276367
	Iteration 7Q: 3 clusters Score -1046698 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1046767.687500 Penalty: 4372.276367
	Iteration 8Q: 3 clusters Score -1046768 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1046836.250000 Penalty: 4372.276367
	Iteration 9Q: 3 clusters Score -1046836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1046903.625000 Penalty: 4372.276367
	Iteration 10Q: 3 clusters Score -1046904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1046971.875000 Penalty: 4372.276367
	Iteration 11Q: 3 clusters Score -1046972 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1047044.562500 Penalty: 4372.276367
	Iteration 12Q: 3 clusters Score -1047045 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1047111.625000 Penalty: 4372.276367
	Iteration 13Q: 3 clusters Score -1047112 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1047186.937500 Penalty: 4372.276367
	Iteration 14Q: 3 clusters Score -1047187 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1047269.500000 Penalty: 4372.276367
	Iteration 15Q: 3 clusters Score -1047270 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1047350.750000 Penalty: 4372.276367
	Iteration 16Q: 3 clusters Score -1047351 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1047429.875000 Penalty: 4372.276367
	Iteration 17Q: 3 clusters Score -1047430 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1047513.375000 Penalty: 4372.276367
	Iteration 18Q: 3 clusters Score -1047513 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1047596.562500 Penalty: 4372.276367
	Iteration 19Q: 3 clusters Score -1047597 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1047698.500000 Penalty: 4372.276367
	Iteration 20F: 3 clusters Score -1047698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1047792.125000 Penalty: 4372.276367
	Iteration 21Q: 3 clusters Score -1047792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1047887.500000 Penalty: 4372.276367
	Iteration 22Q: 3 clusters Score -1047888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1047977.312500 Penalty: 4372.276367
	Iteration 23Q: 3 clusters Score -1047977 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1048059.750000 Penalty: 4372.276367
	Iteration 24Q: 3 clusters Score -1048060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1048129.312500 Penalty: 4372.276367
	Iteration 25Q: 3 clusters Score -1048129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1048201.687500 Penalty: 4372.276367
	Iteration 26Q: 3 clusters Score -1048202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1048247.562500 Penalty: 4372.276367
	Iteration 27Q: 3 clusters Score -1048248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1048288.937500 Penalty: 4372.276367
	Iteration 28Q: 3 clusters Score -1048289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1048325.875000 Penalty: 4372.276367
	Iteration 29Q: 3 clusters Score -1048326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1048358.125000 Penalty: 4372.276367
	Iteration 30Q: 3 clusters Score -1048358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1048393.500000 Penalty: 4372.276367
	Iteration 31Q: 3 clusters Score -1048394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1048425.500000 Penalty: 4372.276367
	Iteration 32Q: 3 clusters Score -1048426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1048459.562500 Penalty: 4372.276367
	Iteration 33Q: 3 clusters Score -1048460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1048481.312500 Penalty: 4372.276367
	Iteration 34Q: 3 clusters Score -1048481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1048492.812500 Penalty: 4372.276367
	Iteration 35Q: 3 clusters Score -1048493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1048503.562500 Penalty: 4372.276367
	Iteration 36Q: 3 clusters Score -1048504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1048511.250000 Penalty: 4372.276367
	Iteration 37Q: 3 clusters Score -1048511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1048519.625000 Penalty: 4372.276367
	Iteration 38Q: 3 clusters Score -1048520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1048527.750000 Penalty: 4372.276367
	Iteration 39Q: 3 clusters Score -1048528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1048535.562500 Penalty: 4372.276367
	Iteration 40F: 3 clusters Score -1048536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1048541.500000 Penalty: 4372.276367
	Iteration 41Q: 3 clusters Score -1048542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1048545.187500 Penalty: 4372.276367
	Iteration 42Q: 3 clusters Score -1048545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1048550.062500 Penalty: 4372.276367
	Iteration 43Q: 3 clusters Score -1048550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1048552.937500 Penalty: 4372.276367
	Iteration 44Q: 3 clusters Score -1048553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1048554.812500 Penalty: 4372.276367
	Iteration 45Q: 3 clusters Score -1048555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1048556.375000 Penalty: 4372.276367
	Iteration 46Q: 3 clusters Score -1048556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1048557.250000 Penalty: 4372.276367
	Iteration 47Q: 3 clusters Score -1048557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1048558.000000 Penalty: 4372.276367
	Iteration 48Q: 3 clusters Score -1048558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1048562.750000 Penalty: 4372.276367
	Iteration 49Q: 3 clusters Score -1048563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1048567.562500 Penalty: 4372.276367
	Iteration 50Q: 3 clusters Score -1048568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1048572.750000 Penalty: 4372.276367
	Iteration 51Q: 3 clusters Score -1048573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1048573.375000 Penalty: 4372.276367
	Iteration 52Q: 3 clusters Score -1048573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1048574.562500 Penalty: 4372.276367
	Iteration 53Q: 3 clusters Score -1048575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1048574.562500 Penalty: 4372.276367
	Iteration 54F: 3 clusters Score -1048575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -184827.718750 Penalty: 1777.042358
	Iteration 0F: 2 clusters Score -184827.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -182696.484375 Penalty: 3554.084717
	Iteration 0F: 3 clusters Score -182696.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -183070.515625 Penalty: 3554.084717
	Iteration 1F: 3 clusters Score -183070.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183212.750000 Penalty: 3554.084717
	Iteration 2F: 3 clusters Score -183212.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -183342.718750 Penalty: 3554.084717
	Iteration 3F: 3 clusters Score -183342.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -183479.156250 Penalty: 3554.084717
	Iteration 4F: 3 clusters Score -183479.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183593.531250 Penalty: 3554.084717
	Iteration 5Q: 3 clusters Score -183593.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -183671.734375 Penalty: 3554.084717
	Iteration 6Q: 3 clusters Score -183671.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -183733.531250 Penalty: 3554.084717
	Iteration 7Q: 3 clusters Score -183733.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -183772.781250 Penalty: 3554.084717
	Iteration 8Q: 3 clusters Score -183772.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -183803.453125 Penalty: 3554.084717
	Iteration 9Q: 3 clusters Score -183803.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -183822.828125 Penalty: 3554.084717
	Iteration 10Q: 3 clusters Score -183822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -183851.062500 Penalty: 3554.084717
	Iteration 11Q: 3 clusters Score -183851.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -183870.890625 Penalty: 3554.084717
	Iteration 12Q: 3 clusters Score -183870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -183884.562500 Penalty: 3554.084717
	Iteration 13Q: 3 clusters Score -183884.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -183897.765625 Penalty: 3554.084717
	Iteration 14Q: 3 clusters Score -183897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -183901.640625 Penalty: 3554.084717
	Iteration 15Q: 3 clusters Score -183901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -183905.078125 Penalty: 3554.084717
	Iteration 16Q: 3 clusters Score -183905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -183906.218750 Penalty: 3554.084717
	Iteration 17Q: 3 clusters Score -183906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -183906.218750 Penalty: 3554.084717
	Iteration 18F: 3 clusters Score -183906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -901271.500000 Penalty: 2159.496826
	Iteration 0F: 2 clusters Score -901271.5 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 2992 members 
Entering Unmasked Estep 
Score: -896110.375000 Penalty: 4318.993652
	Iteration 0F: 3 clusters Score -896110.4 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -897297.875000 Penalty: 4318.993652
	Iteration 1F: 3 clusters Score -897297.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -897515.562500 Penalty: 4318.993652
	Iteration 2F: 3 clusters Score -897515.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -897683.062500 Penalty: 4318.993652
	Iteration 3F: 3 clusters Score -897683.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -897818.125000 Penalty: 4318.993652
	Iteration 4Q: 3 clusters Score -897818.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -897929.625000 Penalty: 4318.993652
	Iteration 5Q: 3 clusters Score -897929.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -898020.000000 Penalty: 4318.993652
	Iteration 6Q: 3 clusters Score -898020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -898072.625000 Penalty: 4318.993652
	Iteration 7Q: 3 clusters Score -898072.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -898119.437500 Penalty: 4318.993652
	Iteration 8Q: 3 clusters Score -898119.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -898172.250000 Penalty: 4318.993652
	Iteration 9Q: 3 clusters Score -898172.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -898213.062500 Penalty: 4318.993652
	Iteration 10Q: 3 clusters Score -898213.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -898255.375000 Penalty: 4318.993652
	Iteration 11Q: 3 clusters Score -898255.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -898296.625000 Penalty: 4318.993652
	Iteration 12Q: 3 clusters Score -898296.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -898332.625000 Penalty: 4318.993652
	Iteration 13Q: 3 clusters Score -898332.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -898370.187500 Penalty: 4318.993652
	Iteration 14Q: 3 clusters Score -898370.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -898404.375000 Penalty: 4318.993652
	Iteration 15Q: 3 clusters Score -898404.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -898439.437500 Penalty: 4318.993652
	Iteration 16Q: 3 clusters Score -898439.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -898472.750000 Penalty: 4318.993652
	Iteration 17Q: 3 clusters Score -898472.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -898513.812500 Penalty: 4318.993652
	Iteration 18Q: 3 clusters Score -898513.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -898557.375000 Penalty: 4318.993652
	Iteration 19Q: 3 clusters Score -898557.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -898595.625000 Penalty: 4318.993652
	Iteration 20F: 3 clusters Score -898595.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -898629.187500 Penalty: 4318.993652
	Iteration 21Q: 3 clusters Score -898629.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -898683.562500 Penalty: 4318.993652
	Iteration 22Q: 3 clusters Score -898683.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -898752.375000 Penalty: 4318.993652
	Iteration 23Q: 3 clusters Score -898752.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -898831.875000 Penalty: 4318.993652
	Iteration 24Q: 3 clusters Score -898831.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -898945.562500 Penalty: 4318.993652
	Iteration 25Q: 3 clusters Score -898945.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -899062.312500 Penalty: 4318.993652
	Iteration 26Q: 3 clusters Score -899062.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -899196.937500 Penalty: 4318.993652
	Iteration 27Q: 3 clusters Score -899196.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -899318.125000 Penalty: 4318.993652
	Iteration 28Q: 3 clusters Score -899318.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -899427.750000 Penalty: 4318.993652
	Iteration 29Q: 3 clusters Score -899427.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -899506.187500 Penalty: 4318.993652
	Iteration 30Q: 3 clusters Score -899506.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -899569.125000 Penalty: 4318.993652
	Iteration 31Q: 3 clusters Score -899569.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -899601.625000 Penalty: 4318.993652
	Iteration 32Q: 3 clusters Score -899601.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -899623.937500 Penalty: 4318.993652
	Iteration 33Q: 3 clusters Score -899623.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -899640.250000 Penalty: 4318.993652
	Iteration 34Q: 3 clusters Score -899640.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -899650.062500 Penalty: 4318.993652
	Iteration 35Q: 3 clusters Score -899650.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -899657.625000 Penalty: 4318.993652
	Iteration 36Q: 3 clusters Score -899657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -899664.937500 Penalty: 4318.993652
	Iteration 37Q: 3 clusters Score -899664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -899666.062500 Penalty: 4318.993652
	Iteration 38Q: 3 clusters Score -899666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -899668.500000 Penalty: 4318.993652
	Iteration 39Q: 3 clusters Score -899668.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -899673.312500 Penalty: 4318.993652
	Iteration 40F: 3 clusters Score -899673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -899677.625000 Penalty: 4318.993652
	Iteration 41Q: 3 clusters Score -899677.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -899681.187500 Penalty: 4318.993652
	Iteration 42Q: 3 clusters Score -899681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -899685.250000 Penalty: 4318.993652
	Iteration 43Q: 3 clusters Score -899685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -899687.375000 Penalty: 4318.993652
	Iteration 44Q: 3 clusters Score -899687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -899688.312500 Penalty: 4318.993652
	Iteration 45Q: 3 clusters Score -899688.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -899691.000000 Penalty: 4318.993652
	Iteration 46Q: 3 clusters Score -899691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -899691.000000 Penalty: 4318.993652
	Iteration 47F: 3 clusters Score -899691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -62681.250000 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -62681.25 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 251 members 
Entering Unmasked Estep 
Score: -61231.742188 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -61231.74 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61401.910156 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -61401.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61451.062500 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -61451.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61481.031250 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -61481.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61499.074219 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -61499.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61500.484375 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -61500.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61500.484375 Penalty: 3059.088379
	Iteration 6F: 3 clusters Score -61500.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Entering Unmasked Estep 
Score: -1380792.000000 Penalty: 2254.174805
	Iteration 0F: 2 clusters Score -1380792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1373854.250000 Penalty: 4508.349609
	Iteration 0F: 3 clusters Score -1373854 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1375842.750000 Penalty: 4508.349609
	Iteration 1F: 3 clusters Score -1375843 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1376183.875000 Penalty: 4508.349609
	Iteration 2F: 3 clusters Score -1376184 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1376470.250000 Penalty: 4508.349609
	Iteration 3F: 3 clusters Score -1376470 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1376698.750000 Penalty: 4508.349609
	Iteration 4Q: 3 clusters Score -1376699 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1376898.250000 Penalty: 4508.349609
	Iteration 5Q: 3 clusters Score -1376898 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1377062.500000 Penalty: 4508.349609
	Iteration 6Q: 3 clusters Score -1377062 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1377222.500000 Penalty: 4508.349609
	Iteration 7Q: 3 clusters Score -1377222 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1377378.875000 Penalty: 4508.349609
	Iteration 8Q: 3 clusters Score -1377379 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1377532.750000 Penalty: 4508.349609
	Iteration 9Q: 3 clusters Score -1377533 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1377695.500000 Penalty: 4508.349609
	Iteration 10Q: 3 clusters Score -1377696 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1377857.750000 Penalty: 4508.349609
	Iteration 11Q: 3 clusters Score -1377858 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1378013.500000 Penalty: 4508.349609
	Iteration 12Q: 3 clusters Score -1378014 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1378157.500000 Penalty: 4508.349609
	Iteration 13Q: 3 clusters Score -1378158 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1378283.375000 Penalty: 4508.349609
	Iteration 14Q: 3 clusters Score -1378283 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1378385.000000 Penalty: 4508.349609
	Iteration 15Q: 3 clusters Score -1378385 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1378486.750000 Penalty: 4508.349609
	Iteration 16Q: 3 clusters Score -1378487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1378566.250000 Penalty: 4508.349609
	Iteration 17Q: 3 clusters Score -1378566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1378621.750000 Penalty: 4508.349609
	Iteration 18Q: 3 clusters Score -1378622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1378668.625000 Penalty: 4508.349609
	Iteration 19Q: 3 clusters Score -1378669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1378717.750000 Penalty: 4508.349609
	Iteration 20F: 3 clusters Score -1378718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1378761.875000 Penalty: 4508.349609
	Iteration 21Q: 3 clusters Score -1378762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1378796.125000 Penalty: 4508.349609
	Iteration 22Q: 3 clusters Score -1378796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1378826.125000 Penalty: 4508.349609
	Iteration 23Q: 3 clusters Score -1378826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1378842.250000 Penalty: 4508.349609
	Iteration 24Q: 3 clusters Score -1378842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1378864.500000 Penalty: 4508.349609
	Iteration 25Q: 3 clusters Score -1378864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1378875.500000 Penalty: 4508.349609
	Iteration 26Q: 3 clusters Score -1378876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1378887.125000 Penalty: 4508.349609
	Iteration 27Q: 3 clusters Score -1378887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1378895.875000 Penalty: 4508.349609
	Iteration 28Q: 3 clusters Score -1378896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1378897.000000 Penalty: 4508.349609
	Iteration 29Q: 3 clusters Score -1378897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1378898.750000 Penalty: 4508.349609
	Iteration 30Q: 3 clusters Score -1378899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1378901.500000 Penalty: 4508.349609
	Iteration 31Q: 3 clusters Score -1378902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1378907.000000 Penalty: 4508.349609
	Iteration 32Q: 3 clusters Score -1378907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1378909.125000 Penalty: 4508.349609
	Iteration 33Q: 3 clusters Score -1378909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1378914.500000 Penalty: 4508.349609
	Iteration 34Q: 3 clusters Score -1378914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1378915.375000 Penalty: 4508.349609
	Iteration 35Q: 3 clusters Score -1378915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1378914.125000 Penalty: 4508.349609
	Iteration 36Q: 3 clusters Score -1378914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1378914.125000 Penalty: 4508.349609
	Iteration 37Q: 3 clusters Score -1378914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1378914.125000 Penalty: 4508.349609
	Iteration 38F: 3 clusters Score -1378914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Entering Unmasked Estep 
Score: -1256340.375000 Penalty: 2239.918945
	Iteration 0F: 2 clusters Score -1256340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1249728.125000 Penalty: 4479.837891
	Iteration 0F: 3 clusters Score -1249728 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1251527.375000 Penalty: 4479.837891
	Iteration 1F: 3 clusters Score -1251527 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1251804.625000 Penalty: 4479.837891
	Iteration 2F: 3 clusters Score -1251805 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1252000.750000 Penalty: 4479.837891
	Iteration 3F: 3 clusters Score -1252001 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1252127.125000 Penalty: 4479.837891
	Iteration 4Q: 3 clusters Score -1252127 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1252219.000000 Penalty: 4479.837891
	Iteration 5Q: 3 clusters Score -1252219 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1252305.125000 Penalty: 4479.837891
	Iteration 6Q: 3 clusters Score -1252305 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1252373.375000 Penalty: 4479.837891
	Iteration 7Q: 3 clusters Score -1252373 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1252439.000000 Penalty: 4479.837891
	Iteration 8Q: 3 clusters Score -1252439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1252494.250000 Penalty: 4479.837891
	Iteration 9Q: 3 clusters Score -1252494 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1252538.000000 Penalty: 4479.837891
	Iteration 10Q: 3 clusters Score -1252538 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1252573.125000 Penalty: 4479.837891
	Iteration 11Q: 3 clusters Score -1252573 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1252612.125000 Penalty: 4479.837891
	Iteration 12Q: 3 clusters Score -1252612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1252634.750000 Penalty: 4479.837891
	Iteration 13Q: 3 clusters Score -1252635 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1252655.750000 Penalty: 4479.837891
	Iteration 14Q: 3 clusters Score -1252656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1252668.250000 Penalty: 4479.837891
	Iteration 15Q: 3 clusters Score -1252668 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1252679.125000 Penalty: 4479.837891
	Iteration 16Q: 3 clusters Score -1252679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1252699.375000 Penalty: 4479.837891
	Iteration 17Q: 3 clusters Score -1252699 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1252722.500000 Penalty: 4479.837891
	Iteration 18Q: 3 clusters Score -1252722 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1252753.125000 Penalty: 4479.837891
	Iteration 19Q: 3 clusters Score -1252753 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1252788.750000 Penalty: 4479.837891
	Iteration 20F: 3 clusters Score -1252789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1252823.375000 Penalty: 4479.837891
	Iteration 21Q: 3 clusters Score -1252823 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1252863.500000 Penalty: 4479.837891
	Iteration 22Q: 3 clusters Score -1252864 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1252907.000000 Penalty: 4479.837891
	Iteration 23Q: 3 clusters Score -1252907 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1252961.000000 Penalty: 4479.837891
	Iteration 24Q: 3 clusters Score -1252961 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1253036.000000 Penalty: 4479.837891
	Iteration 25Q: 3 clusters Score -1253036 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1253123.250000 Penalty: 4479.837891
	Iteration 26Q: 3 clusters Score -1253123 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1253241.625000 Penalty: 4479.837891
	Iteration 27Q: 3 clusters Score -1253242 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1253370.750000 Penalty: 4479.837891
	Iteration 28Q: 3 clusters Score -1253371 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1253523.125000 Penalty: 4479.837891
	Iteration 29Q: 3 clusters Score -1253523 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1253663.625000 Penalty: 4479.837891
	Iteration 30Q: 3 clusters Score -1253664 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1253796.500000 Penalty: 4479.837891
	Iteration 31Q: 3 clusters Score -1253796 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1253935.500000 Penalty: 4479.837891
	Iteration 32Q: 3 clusters Score -1253936 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1254056.875000 Penalty: 4479.837891
	Iteration 33Q: 3 clusters Score -1254057 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1254153.500000 Penalty: 4479.837891
	Iteration 34Q: 3 clusters Score -1254154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1254232.500000 Penalty: 4479.837891
	Iteration 35Q: 3 clusters Score -1254232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1254293.375000 Penalty: 4479.837891
	Iteration 36Q: 3 clusters Score -1254293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1254341.875000 Penalty: 4479.837891
	Iteration 37Q: 3 clusters Score -1254342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1254376.250000 Penalty: 4479.837891
	Iteration 38Q: 3 clusters Score -1254376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1254406.500000 Penalty: 4479.837891
	Iteration 39Q: 3 clusters Score -1254406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1254422.625000 Penalty: 4479.837891
	Iteration 40F: 3 clusters Score -1254423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1254436.250000 Penalty: 4479.837891
	Iteration 41Q: 3 clusters Score -1254436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1254442.750000 Penalty: 4479.837891
	Iteration 42Q: 3 clusters Score -1254443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1254445.250000 Penalty: 4479.837891
	Iteration 43Q: 3 clusters Score -1254445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1254449.750000 Penalty: 4479.837891
	Iteration 44Q: 3 clusters Score -1254450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1254453.625000 Penalty: 4479.837891
	Iteration 45Q: 3 clusters Score -1254454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1254462.625000 Penalty: 4479.837891
	Iteration 46Q: 3 clusters Score -1254463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1254466.500000 Penalty: 4479.837891
	Iteration 47Q: 3 clusters Score -1254466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1254472.250000 Penalty: 4479.837891
	Iteration 48Q: 3 clusters Score -1254472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1254474.625000 Penalty: 4479.837891
	Iteration 49Q: 3 clusters Score -1254475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1254484.000000 Penalty: 4479.837891
	Iteration 50Q: 3 clusters Score -1254484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1254488.125000 Penalty: 4479.837891
	Iteration 51Q: 3 clusters Score -1254488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1254494.500000 Penalty: 4479.837891
	Iteration 52Q: 3 clusters Score -1254494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1254498.125000 Penalty: 4479.837891
	Iteration 53Q: 3 clusters Score -1254498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1254504.875000 Penalty: 4479.837891
	Iteration 54Q: 3 clusters Score -1254505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1254506.000000 Penalty: 4479.837891
	Iteration 55Q: 3 clusters Score -1254506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1254506.000000 Penalty: 4479.837891
	Iteration 56F: 3 clusters Score -1254506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -92201.968750 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -92201.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90589.367188 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -90589.37 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90900.968750 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -90900.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91011.234375 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -91011.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91085.117188 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -91085.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91136.250000 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -91136.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -91176.789062 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -91176.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91199.796875 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -91199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91214.820312 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -91214.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -91225.656250 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -91225.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -91233.476562 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -91233.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -91235.960938 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -91235.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -91235.960938 Penalty: 3234.228271
	Iteration 11F: 3 clusters Score -91235.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -595050.000000 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -595050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -591300.562500 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -591300.6 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -592100.312500 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -592100.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -592295.500000 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -592295.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -592435.250000 Penalty: 4092.177734
	Iteration 3F: 3 clusters Score -592435.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -592522.625000 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -592522.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -592582.125000 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -592582.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -592613.250000 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -592613.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -592636.625000 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -592636.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -592661.750000 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -592661.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -592682.937500 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -592682.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -592707.875000 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -592707.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -592724.687500 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -592724.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -592737.687500 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -592737.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -592753.687500 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -592753.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -592766.187500 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -592766.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -592778.500000 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -592778.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -592790.312500 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -592790.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -592799.562500 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -592799.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -592811.125000 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -592811.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -592821.812500 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -592821.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -592835.937500 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -592835.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -592850.687500 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -592850.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -592867.875000 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -592867.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -592878.312500 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -592878.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -592887.687500 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -592887.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -592893.375000 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -592893.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -592898.312500 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -592898.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -592901.687500 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -592901.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -592906.000000 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -592906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -592911.000000 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -592911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -592914.750000 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -592914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -592917.437500 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -592917.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -592922.937500 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -592922.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -592926.375000 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -592926.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -592930.937500 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -592930.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -592936.187500 Penalty: 4092.177734
	Iteration 35Q: 3 clusters Score -592936.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -592942.937500 Penalty: 4092.177734
	Iteration 36Q: 3 clusters Score -592942.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -592949.437500 Penalty: 4092.177734
	Iteration 37Q: 3 clusters Score -592949.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -592958.937500 Penalty: 4092.177734
	Iteration 38Q: 3 clusters Score -592958.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -592973.562500 Penalty: 4092.177734
	Iteration 39Q: 3 clusters Score -592973.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -592986.750000 Penalty: 4092.177734
	Iteration 40F: 3 clusters Score -592986.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -592998.687500 Penalty: 4092.177734
	Iteration 41Q: 3 clusters Score -592998.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -593009.375000 Penalty: 4092.177734
	Iteration 42Q: 3 clusters Score -593009.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -593017.750000 Penalty: 4092.177734
	Iteration 43Q: 3 clusters Score -593017.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -593026.187500 Penalty: 4092.177734
	Iteration 44Q: 3 clusters Score -593026.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -593036.312500 Penalty: 4092.177734
	Iteration 45Q: 3 clusters Score -593036.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -593045.312500 Penalty: 4092.177734
	Iteration 46Q: 3 clusters Score -593045.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -593055.500000 Penalty: 4092.177734
	Iteration 47Q: 3 clusters Score -593055.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -593067.250000 Penalty: 4092.177734
	Iteration 48Q: 3 clusters Score -593067.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -593079.562500 Penalty: 4092.177734
	Iteration 49Q: 3 clusters Score -593079.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -593092.375000 Penalty: 4092.177734
	Iteration 50Q: 3 clusters Score -593092.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -593100.000000 Penalty: 4092.177734
	Iteration 51Q: 3 clusters Score -593100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -593110.437500 Penalty: 4092.177734
	Iteration 52Q: 3 clusters Score -593110.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -593119.500000 Penalty: 4092.177734
	Iteration 53Q: 3 clusters Score -593119.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -593131.250000 Penalty: 4092.177734
	Iteration 54Q: 3 clusters Score -593131.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -593138.062500 Penalty: 4092.177734
	Iteration 55Q: 3 clusters Score -593138.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -593143.750000 Penalty: 4092.177734
	Iteration 56Q: 3 clusters Score -593143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -593146.250000 Penalty: 4092.177734
	Iteration 57Q: 3 clusters Score -593146.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -593148.375000 Penalty: 4092.177734
	Iteration 58Q: 3 clusters Score -593148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -593153.250000 Penalty: 4092.177734
	Iteration 59Q: 3 clusters Score -593153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -593160.562500 Penalty: 4092.177734
	Iteration 60F: 3 clusters Score -593160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -593163.437500 Penalty: 4092.177734
	Iteration 61Q: 3 clusters Score -593163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -593167.562500 Penalty: 4092.177734
	Iteration 62Q: 3 clusters Score -593167.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -593172.312500 Penalty: 4092.177734
	Iteration 63Q: 3 clusters Score -593172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -593177.562500 Penalty: 4092.177734
	Iteration 64Q: 3 clusters Score -593177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -593176.437500 Penalty: 4092.177734
	Iteration 65Q: 3 clusters Score -593176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -593180.000000 Penalty: 4092.177734
	Iteration 66Q: 3 clusters Score -593180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -593182.187500 Penalty: 4092.177734
	Iteration 67Q: 3 clusters Score -593182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -593187.000000 Penalty: 4092.177734
	Iteration 68Q: 3 clusters Score -593187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -593188.750000 Penalty: 4092.177734
	Iteration 69Q: 3 clusters Score -593188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -593191.562500 Penalty: 4092.177734
	Iteration 70Q: 3 clusters Score -593191.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -593193.250000 Penalty: 4092.177734
	Iteration 71Q: 3 clusters Score -593193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -593196.562500 Penalty: 4092.177734
	Iteration 72Q: 3 clusters Score -593196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -593197.875000 Penalty: 4092.177734
	Iteration 73Q: 3 clusters Score -593197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -593200.875000 Penalty: 4092.177734
	Iteration 74Q: 3 clusters Score -593200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -593203.062500 Penalty: 4092.177734
	Iteration 75Q: 3 clusters Score -593203.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -593206.500000 Penalty: 4092.177734
	Iteration 76Q: 3 clusters Score -593206.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -593211.500000 Penalty: 4092.177734
	Iteration 77Q: 3 clusters Score -593211.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -593219.625000 Penalty: 4092.177734
	Iteration 78Q: 3 clusters Score -593219.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -593224.437500 Penalty: 4092.177734
	Iteration 79Q: 3 clusters Score -593224.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -593226.750000 Penalty: 4092.177734
	Iteration 80F: 3 clusters Score -593226.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -593234.500000 Penalty: 4092.177734
	Iteration 81Q: 3 clusters Score -593234.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -593241.187500 Penalty: 4092.177734
	Iteration 82Q: 3 clusters Score -593241.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -593249.250000 Penalty: 4092.177734
	Iteration 83Q: 3 clusters Score -593249.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -593256.500000 Penalty: 4092.177734
	Iteration 84Q: 3 clusters Score -593256.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -593259.250000 Penalty: 4092.177734
	Iteration 85Q: 3 clusters Score -593259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -593265.375000 Penalty: 4092.177734
	Iteration 86Q: 3 clusters Score -593265.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -593271.875000 Penalty: 4092.177734
	Iteration 87Q: 3 clusters Score -593271.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -593281.562500 Penalty: 4092.177734
	Iteration 88Q: 3 clusters Score -593281.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -593287.375000 Penalty: 4092.177734
	Iteration 89Q: 3 clusters Score -593287.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -593294.250000 Penalty: 4092.177734
	Iteration 90Q: 3 clusters Score -593294.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -593303.000000 Penalty: 4092.177734
	Iteration 91Q: 3 clusters Score -593303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -593314.000000 Penalty: 4092.177734
	Iteration 92Q: 3 clusters Score -593314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -593318.000000 Penalty: 4092.177734
	Iteration 93Q: 3 clusters Score -593318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -593321.312500 Penalty: 4092.177734
	Iteration 94Q: 3 clusters Score -593321.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -593325.687500 Penalty: 4092.177734
	Iteration 95Q: 3 clusters Score -593325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -593331.000000 Penalty: 4092.177734
	Iteration 96Q: 3 clusters Score -593331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -593335.000000 Penalty: 4092.177734
	Iteration 97Q: 3 clusters Score -593335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -593334.625000 Penalty: 4092.177734
	Iteration 98Q: 3 clusters Score -593334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -593335.562500 Penalty: 4092.177734
	Iteration 99Q: 3 clusters Score -593335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -593335.562500 Penalty: 4092.177734
	Iteration 100F: 3 clusters Score -593335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (123374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Entering Unmasked Estep 
Score: -19395016.000000 Penalty: 2907.298096
	Iteration 0F: 2 clusters Score -1.939502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -19316050.000000 Penalty: 5814.596191
	Iteration 0F: 3 clusters Score -1.931605e+07 nChanged 58903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62299 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -19350106.000000 Penalty: 5814.596191
	Iteration 1F: 3 clusters Score -1.935011e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -19351374.000000 Penalty: 5814.596191
	Iteration 2Q: 3 clusters Score -1.935137e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -19353324.000000 Penalty: 5814.596191
	Iteration 3Q: 3 clusters Score -1.935332e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63582 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -19356116.000000 Penalty: 5814.596191
	Iteration 4Q: 3 clusters Score -1.935612e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -19359718.000000 Penalty: 5814.596191
	Iteration 5F: 3 clusters Score -1.935972e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -19364534.000000 Penalty: 5814.596191
	Iteration 6F: 3 clusters Score -1.936453e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -19371312.000000 Penalty: 5814.596191
	Iteration 7F: 3 clusters Score -1.937131e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -19378658.000000 Penalty: 5814.596191
	Iteration 8F: 3 clusters Score -1.937866e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74084 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -19383860.000000 Penalty: 5814.596191
	Iteration 9F: 3 clusters Score -1.938386e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -19385896.000000 Penalty: 5814.596191
	Iteration 10Q: 3 clusters Score -1.93859e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -19386744.000000 Penalty: 5814.596191
	Iteration 11Q: 3 clusters Score -1.938674e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -19387280.000000 Penalty: 5814.596191
	Iteration 12Q: 3 clusters Score -1.938728e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -19387572.000000 Penalty: 5814.596191
	Iteration 13Q: 3 clusters Score -1.938757e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -19387916.000000 Penalty: 5814.596191
	Iteration 14Q: 3 clusters Score -1.938792e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -19388204.000000 Penalty: 5814.596191
	Iteration 15Q: 3 clusters Score -1.93882e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79608 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -19388414.000000 Penalty: 5814.596191
	Iteration 16Q: 3 clusters Score -1.938841e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -19388562.000000 Penalty: 5814.596191
	Iteration 17Q: 3 clusters Score -1.938856e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -19388636.000000 Penalty: 5814.596191
	Iteration 18Q: 3 clusters Score -1.938864e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -19388724.000000 Penalty: 5814.596191
	Iteration 19Q: 3 clusters Score -1.938872e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -19388828.000000 Penalty: 5814.596191
	Iteration 20F: 3 clusters Score -1.938883e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -19388876.000000 Penalty: 5814.596191
	Iteration 21Q: 3 clusters Score -1.938888e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -19388958.000000 Penalty: 5814.596191
	Iteration 22Q: 3 clusters Score -1.938896e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -19389008.000000 Penalty: 5814.596191
	Iteration 23Q: 3 clusters Score -1.938901e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -19388998.000000 Penalty: 5814.596191
	Iteration 24Q: 3 clusters Score -1.9389e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -19389106.000000 Penalty: 5814.596191
	Iteration 25Q: 3 clusters Score -1.938911e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -19389176.000000 Penalty: 5814.596191
	Iteration 26Q: 3 clusters Score -1.938918e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83571 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -19389260.000000 Penalty: 5814.596191
	Iteration 27Q: 3 clusters Score -1.938926e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -19389318.000000 Penalty: 5814.596191
	Iteration 28Q: 3 clusters Score -1.938932e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -19389348.000000 Penalty: 5814.596191
	Iteration 29Q: 3 clusters Score -1.938935e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -19389382.000000 Penalty: 5814.596191
	Iteration 30Q: 3 clusters Score -1.938938e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -19389428.000000 Penalty: 5814.596191
	Iteration 31Q: 3 clusters Score -1.938943e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -19389464.000000 Penalty: 5814.596191
	Iteration 32Q: 3 clusters Score -1.938946e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -19389508.000000 Penalty: 5814.596191
	Iteration 33Q: 3 clusters Score -1.938951e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -19389558.000000 Penalty: 5814.596191
	Iteration 34Q: 3 clusters Score -1.938956e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85929 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -19389626.000000 Penalty: 5814.596191
	Iteration 35Q: 3 clusters Score -1.938963e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -19389634.000000 Penalty: 5814.596191
	Iteration 36Q: 3 clusters Score -1.938963e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -19389652.000000 Penalty: 5814.596191
	Iteration 37Q: 3 clusters Score -1.938965e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -19389746.000000 Penalty: 5814.596191
	Iteration 38Q: 3 clusters Score -1.938975e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -19389814.000000 Penalty: 5814.596191
	Iteration 39Q: 3 clusters Score -1.938981e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -19389844.000000 Penalty: 5814.596191
	Iteration 40F: 3 clusters Score -1.938984e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -19389836.000000 Penalty: 5814.596191
	Iteration 41Q: 3 clusters Score -1.938984e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -19389892.000000 Penalty: 5814.596191
	Iteration 42Q: 3 clusters Score -1.938989e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -19389942.000000 Penalty: 5814.596191
	Iteration 43Q: 3 clusters Score -1.938994e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -19389988.000000 Penalty: 5814.596191
	Iteration 44Q: 3 clusters Score -1.938999e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -19390008.000000 Penalty: 5814.596191
	Iteration 45Q: 3 clusters Score -1.939001e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88814 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -19390080.000000 Penalty: 5814.596191
	Iteration 46Q: 3 clusters Score -1.939008e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -19390062.000000 Penalty: 5814.596191
	Iteration 47Q: 3 clusters Score -1.939006e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89438 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -19390118.000000 Penalty: 5814.596191
	Iteration 48Q: 3 clusters Score -1.939012e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -19390166.000000 Penalty: 5814.596191
	Iteration 49Q: 3 clusters Score -1.939017e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -19390196.000000 Penalty: 5814.596191
	Iteration 50Q: 3 clusters Score -1.93902e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90426 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -19390242.000000 Penalty: 5814.596191
	Iteration 51Q: 3 clusters Score -1.939024e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -19390308.000000 Penalty: 5814.596191
	Iteration 52Q: 3 clusters Score -1.939031e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -19390396.000000 Penalty: 5814.596191
	Iteration 53Q: 3 clusters Score -1.93904e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -19390468.000000 Penalty: 5814.596191
	Iteration 54Q: 3 clusters Score -1.939047e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -19390480.000000 Penalty: 5814.596191
	Iteration 55Q: 3 clusters Score -1.939048e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -19390594.000000 Penalty: 5814.596191
	Iteration 56Q: 3 clusters Score -1.939059e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -19390616.000000 Penalty: 5814.596191
	Iteration 57Q: 3 clusters Score -1.939062e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92576 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -19390668.000000 Penalty: 5814.596191
	Iteration 58Q: 3 clusters Score -1.939067e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -19390784.000000 Penalty: 5814.596191
	Iteration 59Q: 3 clusters Score -1.939078e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -19390868.000000 Penalty: 5814.596191
	Iteration 60F: 3 clusters Score -1.939087e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -19390934.000000 Penalty: 5814.596191
	Iteration 61Q: 3 clusters Score -1.939093e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -19391090.000000 Penalty: 5814.596191
	Iteration 62Q: 3 clusters Score -1.939109e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94618 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -19391296.000000 Penalty: 5814.596191
	Iteration 63Q: 3 clusters Score -1.93913e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -19391406.000000 Penalty: 5814.596191
	Iteration 64Q: 3 clusters Score -1.939141e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95992 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -19391600.000000 Penalty: 5814.596191
	Iteration 65Q: 3 clusters Score -1.93916e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -19391712.000000 Penalty: 5814.596191
	Iteration 66Q: 3 clusters Score -1.939171e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97935 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -19391866.000000 Penalty: 5814.596191
	Iteration 67Q: 3 clusters Score -1.939187e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99158 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -19392058.000000 Penalty: 5814.596191
	Iteration 68Q: 3 clusters Score -1.939206e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -19392170.000000 Penalty: 5814.596191
	Iteration 69Q: 3 clusters Score -1.939217e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -19392452.000000 Penalty: 5814.596191
	Iteration 70Q: 3 clusters Score -1.939245e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104001 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -19392612.000000 Penalty: 5814.596191
	Iteration 71Q: 3 clusters Score -1.939261e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -19392680.000000 Penalty: 5814.596191
	Iteration 72Q: 3 clusters Score -1.939268e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107715 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -19392828.000000 Penalty: 5814.596191
	Iteration 73Q: 3 clusters Score -1.939283e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -19392910.000000 Penalty: 5814.596191
	Iteration 74Q: 3 clusters Score -1.939291e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111672 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -19392876.000000 Penalty: 5814.596191
	Iteration 75Q: 3 clusters Score -1.939288e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -19392776.000000 Penalty: 5814.596191
	Iteration 76Q: 3 clusters Score -1.939278e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115239 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -19392792.000000 Penalty: 5814.596191
	Iteration 77Q: 3 clusters Score -1.939279e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116671 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -19392692.000000 Penalty: 5814.596191
	Iteration 78Q: 3 clusters Score -1.939269e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -19392700.000000 Penalty: 5814.596191
	Iteration 79Q: 3 clusters Score -1.93927e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118658 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -19392888.000000 Penalty: 5814.596191
	Iteration 80F: 3 clusters Score -1.939289e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119700 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -19392836.000000 Penalty: 5814.596191
	Iteration 81Q: 3 clusters Score -1.939284e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120523 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -19392758.000000 Penalty: 5814.596191
	Iteration 82Q: 3 clusters Score -1.939276e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121142 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -19392806.000000 Penalty: 5814.596191
	Iteration 83Q: 3 clusters Score -1.939281e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121608 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -19392810.000000 Penalty: 5814.596191
	Iteration 84Q: 3 clusters Score -1.939281e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121945 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19392774.000000 Penalty: 5814.596191
	Iteration 85Q: 3 clusters Score -1.939277e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122168 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19392748.000000 Penalty: 5814.596191
	Iteration 86Q: 3 clusters Score -1.939275e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122333 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19392744.000000 Penalty: 5814.596191
	Iteration 87Q: 3 clusters Score -1.939274e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122454 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19392786.000000 Penalty: 5814.596191
	Iteration 88Q: 3 clusters Score -1.939279e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -19392774.000000 Penalty: 5814.596191
	Iteration 89Q: 3 clusters Score -1.939277e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122644 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19392754.000000 Penalty: 5814.596191
	Iteration 90Q: 3 clusters Score -1.939275e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122696 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -19392798.000000 Penalty: 5814.596191
	Iteration 91Q: 3 clusters Score -1.93928e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19392792.000000 Penalty: 5814.596191
	Iteration 92Q: 3 clusters Score -1.939279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -19392808.000000 Penalty: 5814.596191
	Iteration 93Q: 3 clusters Score -1.939281e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122804 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19392778.000000 Penalty: 5814.596191
	Iteration 94Q: 3 clusters Score -1.939278e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -19392778.000000 Penalty: 5814.596191
	Iteration 95Q: 3 clusters Score -1.939278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122829 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19392762.000000 Penalty: 5814.596191
	Iteration 96Q: 3 clusters Score -1.939276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19392794.000000 Penalty: 5814.596191
	Iteration 97Q: 3 clusters Score -1.939279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122850 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -19392810.000000 Penalty: 5814.596191
	Iteration 98Q: 3 clusters Score -1.939281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122855 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -19392814.000000 Penalty: 5814.596191
	Iteration 99Q: 3 clusters Score -1.939281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122859 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -19392810.000000 Penalty: 5814.596191
	Iteration 100F: 3 clusters Score -1.939281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122862 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -19392816.000000 Penalty: 5814.596191
	Iteration 101Q: 3 clusters Score -1.939282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -19392818.000000 Penalty: 5814.596191
	Iteration 102Q: 3 clusters Score -1.939282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122867 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -19392820.000000 Penalty: 5814.596191
	Iteration 103Q: 3 clusters Score -1.939282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -19392798.000000 Penalty: 5814.596191
	Iteration 104Q: 3 clusters Score -1.93928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -19392798.000000 Penalty: 5814.596191
	Iteration 105F: 3 clusters Score -1.93928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47978.148438 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -47978.15 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: -46693.625000 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -46693.62 nChanged 46
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: -46863.687500 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -46863.69 nChanged 10
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: -46909.925781 Penalty: 2891.156982
	Iteration 2Q: 3 clusters Score -46909.93 nChanged 7
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: -46962.703125 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -46962.7 nChanged 6
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: -46979.832031 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -46979.83 nChanged 6
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: -46994.808594 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -46994.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46999.292969 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -46999.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46999.292969 Penalty: 2891.156982
	Iteration 7F: 3 clusters Score -46999.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -766212.500000 Penalty: 2113.550293
	Iteration 0F: 2 clusters Score -766212.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -761651.375000 Penalty: 4227.100586
	Iteration 0F: 3 clusters Score -761651.4 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -762824.500000 Penalty: 4227.100586
	Iteration 1F: 3 clusters Score -762824.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -763033.125000 Penalty: 4227.100586
	Iteration 2F: 3 clusters Score -763033.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -763159.187500 Penalty: 4227.100586
	Iteration 3Q: 3 clusters Score -763159.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -763251.812500 Penalty: 4227.100586
	Iteration 4Q: 3 clusters Score -763251.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -763339.312500 Penalty: 4227.100586
	Iteration 5Q: 3 clusters Score -763339.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -763421.000000 Penalty: 4227.100586
	Iteration 6Q: 3 clusters Score -763421 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -763518.500000 Penalty: 4227.100586
	Iteration 7Q: 3 clusters Score -763518.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -763620.437500 Penalty: 4227.100586
	Iteration 8Q: 3 clusters Score -763620.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -763719.437500 Penalty: 4227.100586
	Iteration 9Q: 3 clusters Score -763719.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -763801.562500 Penalty: 4227.100586
	Iteration 10Q: 3 clusters Score -763801.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -763904.000000 Penalty: 4227.100586
	Iteration 11Q: 3 clusters Score -763904 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -764022.187500 Penalty: 4227.100586
	Iteration 12Q: 3 clusters Score -764022.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -764153.312500 Penalty: 4227.100586
	Iteration 13Q: 3 clusters Score -764153.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -764266.250000 Penalty: 4227.100586
	Iteration 14Q: 3 clusters Score -764266.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -764356.937500 Penalty: 4227.100586
	Iteration 15Q: 3 clusters Score -764356.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -764436.500000 Penalty: 4227.100586
	Iteration 16Q: 3 clusters Score -764436.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -764504.687500 Penalty: 4227.100586
	Iteration 17Q: 3 clusters Score -764504.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -764553.437500 Penalty: 4227.100586
	Iteration 18Q: 3 clusters Score -764553.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -764586.937500 Penalty: 4227.100586
	Iteration 19Q: 3 clusters Score -764586.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -764617.312500 Penalty: 4227.100586
	Iteration 20F: 3 clusters Score -764617.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -764641.750000 Penalty: 4227.100586
	Iteration 21Q: 3 clusters Score -764641.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -764658.812500 Penalty: 4227.100586
	Iteration 22Q: 3 clusters Score -764658.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -764679.312500 Penalty: 4227.100586
	Iteration 23Q: 3 clusters Score -764679.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -764698.250000 Penalty: 4227.100586
	Iteration 24Q: 3 clusters Score -764698.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -764710.000000 Penalty: 4227.100586
	Iteration 25Q: 3 clusters Score -764710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -764722.375000 Penalty: 4227.100586
	Iteration 26Q: 3 clusters Score -764722.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -764735.812500 Penalty: 4227.100586
	Iteration 27Q: 3 clusters Score -764735.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -764758.187500 Penalty: 4227.100586
	Iteration 28Q: 3 clusters Score -764758.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -764780.687500 Penalty: 4227.100586
	Iteration 29Q: 3 clusters Score -764780.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -764791.312500 Penalty: 4227.100586
	Iteration 30Q: 3 clusters Score -764791.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -764800.312500 Penalty: 4227.100586
	Iteration 31Q: 3 clusters Score -764800.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -764809.875000 Penalty: 4227.100586
	Iteration 32Q: 3 clusters Score -764809.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -764812.687500 Penalty: 4227.100586
	Iteration 33Q: 3 clusters Score -764812.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -764818.750000 Penalty: 4227.100586
	Iteration 34Q: 3 clusters Score -764818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -764822.687500 Penalty: 4227.100586
	Iteration 35Q: 3 clusters Score -764822.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -764825.125000 Penalty: 4227.100586
	Iteration 36Q: 3 clusters Score -764825.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -764824.937500 Penalty: 4227.100586
	Iteration 37Q: 3 clusters Score -764824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -764827.250000 Penalty: 4227.100586
	Iteration 38Q: 3 clusters Score -764827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -764827.125000 Penalty: 4227.100586
	Iteration 39Q: 3 clusters Score -764827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -764827.000000 Penalty: 4227.100586
	Iteration 40F: 3 clusters Score -764827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -764828.187500 Penalty: 4227.100586
	Iteration 41Q: 3 clusters Score -764828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -764827.437500 Penalty: 4227.100586
	Iteration 42Q: 3 clusters Score -764827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -764829.375000 Penalty: 4227.100586
	Iteration 43Q: 3 clusters Score -764829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -764829.812500 Penalty: 4227.100586
	Iteration 44Q: 3 clusters Score -764829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -764830.937500 Penalty: 4227.100586
	Iteration 45Q: 3 clusters Score -764830.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -764832.750000 Penalty: 4227.100586
	Iteration 46Q: 3 clusters Score -764832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -764833.000000 Penalty: 4227.100586
	Iteration 47Q: 3 clusters Score -764833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -764833.062500 Penalty: 4227.100586
	Iteration 48Q: 3 clusters Score -764833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -764834.375000 Penalty: 4227.100586
	Iteration 49Q: 3 clusters Score -764834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -764835.250000 Penalty: 4227.100586
	Iteration 50Q: 3 clusters Score -764835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -764835.250000 Penalty: 4227.100586
	Iteration 51F: 3 clusters Score -764835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -252539.531250 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -252539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -250112.125000 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -250112.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -250509.093750 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -250509.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -250617.578125 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -250617.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -250676.625000 Penalty: 3683.568359
	Iteration 3Q: 3 clusters Score -250676.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -250719.671875 Penalty: 3683.568359
	Iteration 4Q: 3 clusters Score -250719.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -250757.828125 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -250757.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -250786.765625 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -250786.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -250809.906250 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -250809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250822.281250 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -250822.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -250833.781250 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -250833.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -250842.140625 Penalty: 3683.568359
	Iteration 10Q: 3 clusters Score -250842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -250847.828125 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -250847.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -250859.609375 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -250859.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -250867.750000 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -250867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -250869.437500 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -250869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -250870.296875 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -250870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -250870.875000 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -250870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -250871.593750 Penalty: 3683.568359
	Iteration 17Q: 3 clusters Score -250871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -250874.906250 Penalty: 3683.568359
	Iteration 18Q: 3 clusters Score -250874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -250875.781250 Penalty: 3683.568359
	Iteration 19Q: 3 clusters Score -250875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -250876.718750 Penalty: 3683.568359
	Iteration 20F: 3 clusters Score -250876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -250878.312500 Penalty: 3683.568359
	Iteration 21Q: 3 clusters Score -250878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -250881.578125 Penalty: 3683.568359
	Iteration 22Q: 3 clusters Score -250881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -250882.640625 Penalty: 3683.568359
	Iteration 23Q: 3 clusters Score -250882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -250883.156250 Penalty: 3683.568359
	Iteration 24Q: 3 clusters Score -250883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -250884.046875 Penalty: 3683.568359
	Iteration 25Q: 3 clusters Score -250884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -250886.265625 Penalty: 3683.568359
	Iteration 26Q: 3 clusters Score -250886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -250888.390625 Penalty: 3683.568359
	Iteration 27Q: 3 clusters Score -250888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250892.203125 Penalty: 3683.568359
	Iteration 28Q: 3 clusters Score -250892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250893.625000 Penalty: 3683.568359
	Iteration 29Q: 3 clusters Score -250893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250894.671875 Penalty: 3683.568359
	Iteration 30Q: 3 clusters Score -250894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250894.671875 Penalty: 3683.568359
	Iteration 31F: 3 clusters Score -250894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Entering Unmasked Estep 
Score: -4559147.500000 Penalty: 2545.694336
	Iteration 0F: 2 clusters Score -4559148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -4539391.500000 Penalty: 5091.388672
	Iteration 0F: 3 clusters Score -4539392 nChanged 12827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4546290.500000 Penalty: 5091.388672
	Iteration 1F: 3 clusters Score -4546290 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -4546670.000000 Penalty: 5091.388672
	Iteration 2Q: 3 clusters Score -4546670 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -4547015.500000 Penalty: 5091.388672
	Iteration 3Q: 3 clusters Score -4547016 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4547251.500000 Penalty: 5091.388672
	Iteration 4Q: 3 clusters Score -4547252 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4547445.000000 Penalty: 5091.388672
	Iteration 5Q: 3 clusters Score -4547445 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4547630.500000 Penalty: 5091.388672
	Iteration 6Q: 3 clusters Score -4547630 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4547790.000000 Penalty: 5091.388672
	Iteration 7Q: 3 clusters Score -4547790 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4547926.000000 Penalty: 5091.388672
	Iteration 8Q: 3 clusters Score -4547926 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4548110.000000 Penalty: 5091.388672
	Iteration 9Q: 3 clusters Score -4548110 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4548288.000000 Penalty: 5091.388672
	Iteration 10Q: 3 clusters Score -4548288 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4548474.000000 Penalty: 5091.388672
	Iteration 11Q: 3 clusters Score -4548474 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4548714.000000 Penalty: 5091.388672
	Iteration 12Q: 3 clusters Score -4548714 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -4549017.000000 Penalty: 5091.388672
	Iteration 13Q: 3 clusters Score -4549017 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4549347.500000 Penalty: 5091.388672
	Iteration 14Q: 3 clusters Score -4549348 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4549760.500000 Penalty: 5091.388672
	Iteration 15Q: 3 clusters Score -4549760 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4550245.500000 Penalty: 5091.388672
	Iteration 16Q: 3 clusters Score -4550246 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4550786.500000 Penalty: 5091.388672
	Iteration 17Q: 3 clusters Score -4550786 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4551395.000000 Penalty: 5091.388672
	Iteration 18Q: 3 clusters Score -4551395 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4552018.000000 Penalty: 5091.388672
	Iteration 19Q: 3 clusters Score -4552018 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4552599.500000 Penalty: 5091.388672
	Iteration 20F: 3 clusters Score -4552600 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4552988.000000 Penalty: 5091.388672
	Iteration 21Q: 3 clusters Score -4552988 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4553263.500000 Penalty: 5091.388672
	Iteration 22Q: 3 clusters Score -4553264 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4553410.500000 Penalty: 5091.388672
	Iteration 23Q: 3 clusters Score -4553410 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -4553557.000000 Penalty: 5091.388672
	Iteration 24Q: 3 clusters Score -4553557 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4553664.500000 Penalty: 5091.388672
	Iteration 25Q: 3 clusters Score -4553664 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4553755.500000 Penalty: 5091.388672
	Iteration 26Q: 3 clusters Score -4553756 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4553855.500000 Penalty: 5091.388672
	Iteration 27Q: 3 clusters Score -4553856 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4553898.000000 Penalty: 5091.388672
	Iteration 28Q: 3 clusters Score -4553898 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4553965.000000 Penalty: 5091.388672
	Iteration 29Q: 3 clusters Score -4553965 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4553994.000000 Penalty: 5091.388672
	Iteration 30Q: 3 clusters Score -4553994 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4554049.500000 Penalty: 5091.388672
	Iteration 31Q: 3 clusters Score -4554050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4554072.000000 Penalty: 5091.388672
	Iteration 32Q: 3 clusters Score -4554072 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4554093.000000 Penalty: 5091.388672
	Iteration 33Q: 3 clusters Score -4554093 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4554132.000000 Penalty: 5091.388672
	Iteration 34Q: 3 clusters Score -4554132 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4554154.500000 Penalty: 5091.388672
	Iteration 35Q: 3 clusters Score -4554154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4554187.000000 Penalty: 5091.388672
	Iteration 36Q: 3 clusters Score -4554187 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4554194.500000 Penalty: 5091.388672
	Iteration 37Q: 3 clusters Score -4554194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -4554220.500000 Penalty: 5091.388672
	Iteration 38Q: 3 clusters Score -4554220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4554255.000000 Penalty: 5091.388672
	Iteration 39Q: 3 clusters Score -4554255 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4554286.500000 Penalty: 5091.388672
	Iteration 40F: 3 clusters Score -4554286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4554317.000000 Penalty: 5091.388672
	Iteration 41Q: 3 clusters Score -4554317 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4554345.000000 Penalty: 5091.388672
	Iteration 42Q: 3 clusters Score -4554345 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -4554360.000000 Penalty: 5091.388672
	Iteration 43Q: 3 clusters Score -4554360 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4554379.000000 Penalty: 5091.388672
	Iteration 44Q: 3 clusters Score -4554379 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4554427.000000 Penalty: 5091.388672
	Iteration 45Q: 3 clusters Score -4554427 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4554462.500000 Penalty: 5091.388672
	Iteration 46Q: 3 clusters Score -4554462 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4554508.500000 Penalty: 5091.388672
	Iteration 47Q: 3 clusters Score -4554508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4554536.500000 Penalty: 5091.388672
	Iteration 48Q: 3 clusters Score -4554536 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4554593.500000 Penalty: 5091.388672
	Iteration 49Q: 3 clusters Score -4554594 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4554629.000000 Penalty: 5091.388672
	Iteration 50Q: 3 clusters Score -4554629 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4554688.500000 Penalty: 5091.388672
	Iteration 51Q: 3 clusters Score -4554688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4554742.500000 Penalty: 5091.388672
	Iteration 52Q: 3 clusters Score -4554742 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4554790.000000 Penalty: 5091.388672
	Iteration 53Q: 3 clusters Score -4554790 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -4554848.500000 Penalty: 5091.388672
	Iteration 54Q: 3 clusters Score -4554848 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4554904.500000 Penalty: 5091.388672
	Iteration 55Q: 3 clusters Score -4554904 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -4554963.500000 Penalty: 5091.388672
	Iteration 56Q: 3 clusters Score -4554964 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4555036.500000 Penalty: 5091.388672
	Iteration 57Q: 3 clusters Score -4555036 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -4555121.000000 Penalty: 5091.388672
	Iteration 58Q: 3 clusters Score -4555121 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4555201.000000 Penalty: 5091.388672
	Iteration 59Q: 3 clusters Score -4555201 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -4555285.500000 Penalty: 5091.388672
	Iteration 60F: 3 clusters Score -4555286 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -4555366.000000 Penalty: 5091.388672
	Iteration 61Q: 3 clusters Score -4555366 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4555479.500000 Penalty: 5091.388672
	Iteration 62Q: 3 clusters Score -4555480 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -4555598.500000 Penalty: 5091.388672
	Iteration 63Q: 3 clusters Score -4555598 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4555700.500000 Penalty: 5091.388672
	Iteration 64Q: 3 clusters Score -4555700 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -4555813.500000 Penalty: 5091.388672
	Iteration 65Q: 3 clusters Score -4555814 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -4555908.000000 Penalty: 5091.388672
	Iteration 66Q: 3 clusters Score -4555908 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -4555995.500000 Penalty: 5091.388672
	Iteration 67Q: 3 clusters Score -4555996 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4556104.000000 Penalty: 5091.388672
	Iteration 68Q: 3 clusters Score -4556104 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4556185.500000 Penalty: 5091.388672
	Iteration 69Q: 3 clusters Score -4556186 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -4556273.000000 Penalty: 5091.388672
	Iteration 70Q: 3 clusters Score -4556273 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -4556360.500000 Penalty: 5091.388672
	Iteration 71Q: 3 clusters Score -4556360 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -4556422.000000 Penalty: 5091.388672
	Iteration 72Q: 3 clusters Score -4556422 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4556496.000000 Penalty: 5091.388672
	Iteration 73Q: 3 clusters Score -4556496 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -4556562.000000 Penalty: 5091.388672
	Iteration 74Q: 3 clusters Score -4556562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -4556633.500000 Penalty: 5091.388672
	Iteration 75Q: 3 clusters Score -4556634 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4556676.000000 Penalty: 5091.388672
	Iteration 76Q: 3 clusters Score -4556676 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4556713.000000 Penalty: 5091.388672
	Iteration 77Q: 3 clusters Score -4556713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4556759.000000 Penalty: 5091.388672
	Iteration 78Q: 3 clusters Score -4556759 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -4556801.000000 Penalty: 5091.388672
	Iteration 79Q: 3 clusters Score -4556801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -4556830.500000 Penalty: 5091.388672
	Iteration 80F: 3 clusters Score -4556830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -4556860.500000 Penalty: 5091.388672
	Iteration 81Q: 3 clusters Score -4556860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4556885.000000 Penalty: 5091.388672
	Iteration 82Q: 3 clusters Score -4556885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -4556914.000000 Penalty: 5091.388672
	Iteration 83Q: 3 clusters Score -4556914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -4556931.500000 Penalty: 5091.388672
	Iteration 84Q: 3 clusters Score -4556932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -4556935.000000 Penalty: 5091.388672
	Iteration 85Q: 3 clusters Score -4556935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -4556947.500000 Penalty: 5091.388672
	Iteration 86Q: 3 clusters Score -4556948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -4556956.000000 Penalty: 5091.388672
	Iteration 87Q: 3 clusters Score -4556956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -4556965.500000 Penalty: 5091.388672
	Iteration 88Q: 3 clusters Score -4556966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4556971.500000 Penalty: 5091.388672
	Iteration 89Q: 3 clusters Score -4556972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -4556976.500000 Penalty: 5091.388672
	Iteration 90Q: 3 clusters Score -4556976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -4556974.000000 Penalty: 5091.388672
	Iteration 91Q: 3 clusters Score -4556974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4556978.500000 Penalty: 5091.388672
	Iteration 92Q: 3 clusters Score -4556978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -4556981.000000 Penalty: 5091.388672
	Iteration 93Q: 3 clusters Score -4556981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -4556983.500000 Penalty: 5091.388672
	Iteration 94Q: 3 clusters Score -4556984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4556988.500000 Penalty: 5091.388672
	Iteration 95Q: 3 clusters Score -4556988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -4556991.000000 Penalty: 5091.388672
	Iteration 96Q: 3 clusters Score -4556991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4557004.000000 Penalty: 5091.388672
	Iteration 97Q: 3 clusters Score -4557004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4557014.500000 Penalty: 5091.388672
	Iteration 98Q: 3 clusters Score -4557014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4557009.000000 Penalty: 5091.388672
	Iteration 99Q: 3 clusters Score -4557009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4557012.000000 Penalty: 5091.388672
	Iteration 100F: 3 clusters Score -4557012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4557012.500000 Penalty: 5091.388672
	Iteration 101Q: 3 clusters Score -4557012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4557014.500000 Penalty: 5091.388672
	Iteration 102Q: 3 clusters Score -4557014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -4557014.500000 Penalty: 5091.388672
	Iteration 103Q: 3 clusters Score -4557014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -4557016.500000 Penalty: 5091.388672
	Iteration 104Q: 3 clusters Score -4557016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4557017.500000 Penalty: 5091.388672
	Iteration 105Q: 3 clusters Score -4557018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4557020.500000 Penalty: 5091.388672
	Iteration 106Q: 3 clusters Score -4557020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -4557023.500000 Penalty: 5091.388672
	Iteration 107Q: 3 clusters Score -4557024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -4557023.500000 Penalty: 5091.388672
	Iteration 108F: 3 clusters Score -4557024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -573918.937500 Penalty: 2052.356445
	Iteration 0F: 2 clusters Score -573918.9 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 1972 members 
Entering Unmasked Estep 
Score: -570088.750000 Penalty: 4104.712891
	Iteration 0F: 3 clusters Score -570088.8 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -571025.375000 Penalty: 4104.712891
	Iteration 1F: 3 clusters Score -571025.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -571330.562500 Penalty: 4104.712891
	Iteration 2F: 3 clusters Score -571330.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -571687.687500 Penalty: 4104.712891
	Iteration 3F: 3 clusters Score -571687.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -572133.562500 Penalty: 4104.712891
	Iteration 4F: 3 clusters Score -572133.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -572605.687500 Penalty: 4104.712891
	Iteration 5F: 3 clusters Score -572605.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -572946.375000 Penalty: 4104.712891
	Iteration 6F: 3 clusters Score -572946.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -573169.875000 Penalty: 4104.712891
	Iteration 7F: 3 clusters Score -573169.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -573285.750000 Penalty: 4104.712891
	Iteration 8Q: 3 clusters Score -573285.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -573343.250000 Penalty: 4104.712891
	Iteration 9Q: 3 clusters Score -573343.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -573367.375000 Penalty: 4104.712891
	Iteration 10Q: 3 clusters Score -573367.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -573376.562500 Penalty: 4104.712891
	Iteration 11Q: 3 clusters Score -573376.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -573383.562500 Penalty: 4104.712891
	Iteration 12Q: 3 clusters Score -573383.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -573386.875000 Penalty: 4104.712891
	Iteration 13Q: 3 clusters Score -573386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -573387.562500 Penalty: 4104.712891
	Iteration 14Q: 3 clusters Score -573387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -573390.125000 Penalty: 4104.712891
	Iteration 15Q: 3 clusters Score -573390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -573390.875000 Penalty: 4104.712891
	Iteration 16Q: 3 clusters Score -573390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -573393.125000 Penalty: 4104.712891
	Iteration 17Q: 3 clusters Score -573393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -573394.812500 Penalty: 4104.712891
	Iteration 18Q: 3 clusters Score -573394.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -573394.812500 Penalty: 4104.712891
	Iteration 19F: 3 clusters Score -573394.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101358 members 
Entering Unmasked Estep 
Score: -15987783.000000 Penalty: 2858.550537
	Iteration 0F: 2 clusters Score -1.598778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -15922115.000000 Penalty: 5717.101074
	Iteration 0F: 3 clusters Score -1.592212e+07 nChanged 47954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -15949724.000000 Penalty: 5717.101074
	Iteration 1F: 3 clusters Score -1.594972e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -15950621.000000 Penalty: 5717.101074
	Iteration 2Q: 3 clusters Score -1.595062e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -15951617.000000 Penalty: 5717.101074
	Iteration 3Q: 3 clusters Score -1.595162e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -15952795.000000 Penalty: 5717.101074
	Iteration 4Q: 3 clusters Score -1.59528e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -15954409.000000 Penalty: 5717.101074
	Iteration 5Q: 3 clusters Score -1.595441e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -15956359.000000 Penalty: 5717.101074
	Iteration 6Q: 3 clusters Score -1.595636e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -15958796.000000 Penalty: 5717.101074
	Iteration 7Q: 3 clusters Score -1.59588e+07 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -15961921.000000 Penalty: 5717.101074
	Iteration 8F: 3 clusters Score -1.596192e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -15965437.000000 Penalty: 5717.101074
	Iteration 9F: 3 clusters Score -1.596544e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -15968799.000000 Penalty: 5717.101074
	Iteration 10F: 3 clusters Score -1.59688e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 65512 members 
Entering Unmasked Estep 
Score: -15971547.000000 Penalty: 5717.101074
	Iteration 11Q: 3 clusters Score -1.597155e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -15973289.000000 Penalty: 5717.101074
	Iteration 12Q: 3 clusters Score -1.597329e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -15974125.000000 Penalty: 5717.101074
	Iteration 13Q: 3 clusters Score -1.597412e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -15974639.000000 Penalty: 5717.101074
	Iteration 14Q: 3 clusters Score -1.597464e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 71400 members 
Entering Unmasked Estep 
Score: -15975162.000000 Penalty: 5717.101074
	Iteration 15Q: 3 clusters Score -1.597516e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -15975679.000000 Penalty: 5717.101074
	Iteration 16Q: 3 clusters Score -1.597568e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -15976229.000000 Penalty: 5717.101074
	Iteration 17Q: 3 clusters Score -1.597623e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -15976856.000000 Penalty: 5717.101074
	Iteration 18Q: 3 clusters Score -1.597686e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -15977531.000000 Penalty: 5717.101074
	Iteration 19Q: 3 clusters Score -1.597753e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -15978324.000000 Penalty: 5717.101074
	Iteration 20F: 3 clusters Score -1.597832e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 80651 members 
Entering Unmasked Estep 
Score: -15979070.000000 Penalty: 5717.101074
	Iteration 21Q: 3 clusters Score -1.597907e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -15979811.000000 Penalty: 5717.101074
	Iteration 22Q: 3 clusters Score -1.597981e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -15980580.000000 Penalty: 5717.101074
	Iteration 23Q: 3 clusters Score -1.598058e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -15981211.000000 Penalty: 5717.101074
	Iteration 24Q: 3 clusters Score -1.598121e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -15981858.000000 Penalty: 5717.101074
	Iteration 25Q: 3 clusters Score -1.598186e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -15982497.000000 Penalty: 5717.101074
	Iteration 26Q: 3 clusters Score -1.59825e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -15982962.000000 Penalty: 5717.101074
	Iteration 27Q: 3 clusters Score -1.598296e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -15983286.000000 Penalty: 5717.101074
	Iteration 28Q: 3 clusters Score -1.598329e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -15983601.000000 Penalty: 5717.101074
	Iteration 29Q: 3 clusters Score -1.59836e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -15983811.000000 Penalty: 5717.101074
	Iteration 30Q: 3 clusters Score -1.598381e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 91054 members 
Entering Unmasked Estep 
Score: -15984060.000000 Penalty: 5717.101074
	Iteration 31Q: 3 clusters Score -1.598406e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 91578 members 
Entering Unmasked Estep 
Score: -15984184.000000 Penalty: 5717.101074
	Iteration 32Q: 3 clusters Score -1.598418e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -15984260.000000 Penalty: 5717.101074
	Iteration 33Q: 3 clusters Score -1.598426e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -15984321.000000 Penalty: 5717.101074
	Iteration 34Q: 3 clusters Score -1.598432e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -15984347.000000 Penalty: 5717.101074
	Iteration 35Q: 3 clusters Score -1.598435e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 93130 members 
Entering Unmasked Estep 
Score: -15984412.000000 Penalty: 5717.101074
	Iteration 36Q: 3 clusters Score -1.598441e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 93442 members 
Entering Unmasked Estep 
Score: -15984483.000000 Penalty: 5717.101074
	Iteration 37Q: 3 clusters Score -1.598448e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -15984554.000000 Penalty: 5717.101074
	Iteration 38Q: 3 clusters Score -1.598455e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -15984584.000000 Penalty: 5717.101074
	Iteration 39Q: 3 clusters Score -1.598458e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 94246 members 
Entering Unmasked Estep 
Score: -15984579.000000 Penalty: 5717.101074
	Iteration 40F: 3 clusters Score -1.598458e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -15984641.000000 Penalty: 5717.101074
	Iteration 41Q: 3 clusters Score -1.598464e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -15984716.000000 Penalty: 5717.101074
	Iteration 42Q: 3 clusters Score -1.598472e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 94938 members 
Entering Unmasked Estep 
Score: -15984777.000000 Penalty: 5717.101074
	Iteration 43Q: 3 clusters Score -1.598478e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 95154 members 
Entering Unmasked Estep 
Score: -15984812.000000 Penalty: 5717.101074
	Iteration 44Q: 3 clusters Score -1.598481e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -15984866.000000 Penalty: 5717.101074
	Iteration 45Q: 3 clusters Score -1.598487e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -15984956.000000 Penalty: 5717.101074
	Iteration 46Q: 3 clusters Score -1.598496e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 95722 members 
Entering Unmasked Estep 
Score: -15984947.000000 Penalty: 5717.101074
	Iteration 47Q: 3 clusters Score -1.598495e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -15984996.000000 Penalty: 5717.101074
	Iteration 48Q: 3 clusters Score -1.5985e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -15985027.000000 Penalty: 5717.101074
	Iteration 49Q: 3 clusters Score -1.598503e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -15985045.000000 Penalty: 5717.101074
	Iteration 50Q: 3 clusters Score -1.598504e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 96369 members 
Entering Unmasked Estep 
Score: -15985077.000000 Penalty: 5717.101074
	Iteration 51Q: 3 clusters Score -1.598508e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 96523 members 
Entering Unmasked Estep 
Score: -15985086.000000 Penalty: 5717.101074
	Iteration 52Q: 3 clusters Score -1.598509e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 96687 members 
Entering Unmasked Estep 
Score: -15985112.000000 Penalty: 5717.101074
	Iteration 53Q: 3 clusters Score -1.598511e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -15985177.000000 Penalty: 5717.101074
	Iteration 54Q: 3 clusters Score -1.598518e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -15985207.000000 Penalty: 5717.101074
	Iteration 55Q: 3 clusters Score -1.598521e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -15985247.000000 Penalty: 5717.101074
	Iteration 56Q: 3 clusters Score -1.598525e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -15985270.000000 Penalty: 5717.101074
	Iteration 57Q: 3 clusters Score -1.598527e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 97444 members 
Entering Unmasked Estep 
Score: -15985266.000000 Penalty: 5717.101074
	Iteration 58Q: 3 clusters Score -1.598527e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -15985275.000000 Penalty: 5717.101074
	Iteration 59Q: 3 clusters Score -1.598528e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -15985279.000000 Penalty: 5717.101074
	Iteration 60F: 3 clusters Score -1.598528e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 97759 members 
Entering Unmasked Estep 
Score: -15985298.000000 Penalty: 5717.101074
	Iteration 61Q: 3 clusters Score -1.59853e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -15985299.000000 Penalty: 5717.101074
	Iteration 62Q: 3 clusters Score -1.59853e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 97911 members 
Entering Unmasked Estep 
Score: -15985312.000000 Penalty: 5717.101074
	Iteration 63Q: 3 clusters Score -1.598531e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -15985321.000000 Penalty: 5717.101074
	Iteration 64Q: 3 clusters Score -1.598532e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 98036 members 
Entering Unmasked Estep 
Score: -15985334.000000 Penalty: 5717.101074
	Iteration 65Q: 3 clusters Score -1.598533e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -15985361.000000 Penalty: 5717.101074
	Iteration 66Q: 3 clusters Score -1.598536e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -15985369.000000 Penalty: 5717.101074
	Iteration 67Q: 3 clusters Score -1.598537e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 98217 members 
Entering Unmasked Estep 
Score: -15985387.000000 Penalty: 5717.101074
	Iteration 68Q: 3 clusters Score -1.598539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -15985410.000000 Penalty: 5717.101074
	Iteration 69Q: 3 clusters Score -1.598541e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -15985416.000000 Penalty: 5717.101074
	Iteration 70Q: 3 clusters Score -1.598542e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -15985402.000000 Penalty: 5717.101074
	Iteration 71Q: 3 clusters Score -1.59854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -15985370.000000 Penalty: 5717.101074
	Iteration 72Q: 3 clusters Score -1.598537e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -15985374.000000 Penalty: 5717.101074
	Iteration 73Q: 3 clusters Score -1.598537e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 98482 members 
Entering Unmasked Estep 
Score: -15985363.000000 Penalty: 5717.101074
	Iteration 74Q: 3 clusters Score -1.598536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -15985356.000000 Penalty: 5717.101074
	Iteration 75Q: 3 clusters Score -1.598536e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -15985381.000000 Penalty: 5717.101074
	Iteration 76Q: 3 clusters Score -1.598538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -15985393.000000 Penalty: 5717.101074
	Iteration 77Q: 3 clusters Score -1.598539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 98618 members 
Entering Unmasked Estep 
Score: -15985402.000000 Penalty: 5717.101074
	Iteration 78Q: 3 clusters Score -1.59854e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -15985388.000000 Penalty: 5717.101074
	Iteration 79Q: 3 clusters Score -1.598539e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
Score: -15985399.000000 Penalty: 5717.101074
	Iteration 80F: 3 clusters Score -1.59854e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -15985394.000000 Penalty: 5717.101074
	Iteration 81Q: 3 clusters Score -1.598539e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -15985401.000000 Penalty: 5717.101074
	Iteration 82Q: 3 clusters Score -1.59854e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -15985395.000000 Penalty: 5717.101074
	Iteration 83Q: 3 clusters Score -1.59854e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -15985423.000000 Penalty: 5717.101074
	Iteration 84Q: 3 clusters Score -1.598542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 98893 members 
Entering Unmasked Estep 
Score: -15985395.000000 Penalty: 5717.101074
	Iteration 85Q: 3 clusters Score -1.59854e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 98919 members 
Entering Unmasked Estep 
Score: -15985405.000000 Penalty: 5717.101074
	Iteration 86Q: 3 clusters Score -1.59854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 98940 members 
Entering Unmasked Estep 
Score: -15985410.000000 Penalty: 5717.101074
	Iteration 87Q: 3 clusters Score -1.598541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 98968 members 
Entering Unmasked Estep 
Score: -15985408.000000 Penalty: 5717.101074
	Iteration 88Q: 3 clusters Score -1.598541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 98990 members 
Entering Unmasked Estep 
Score: -15985393.000000 Penalty: 5717.101074
	Iteration 89Q: 3 clusters Score -1.598539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -15985404.000000 Penalty: 5717.101074
	Iteration 90Q: 3 clusters Score -1.59854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -15985402.000000 Penalty: 5717.101074
	Iteration 91Q: 3 clusters Score -1.59854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -15985403.000000 Penalty: 5717.101074
	Iteration 92Q: 3 clusters Score -1.59854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -15985412.000000 Penalty: 5717.101074
	Iteration 93Q: 3 clusters Score -1.598541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -15985421.000000 Penalty: 5717.101074
	Iteration 94Q: 3 clusters Score -1.598542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -15985419.000000 Penalty: 5717.101074
	Iteration 95Q: 3 clusters Score -1.598542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -15985426.000000 Penalty: 5717.101074
	Iteration 96Q: 3 clusters Score -1.598543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -15985425.000000 Penalty: 5717.101074
	Iteration 97Q: 3 clusters Score -1.598542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -15985420.000000 Penalty: 5717.101074
	Iteration 98Q: 3 clusters Score -1.598542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 99074 members 
Entering Unmasked Estep 
Score: -15985418.000000 Penalty: 5717.101074
	Iteration 99Q: 3 clusters Score -1.598542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -15985431.000000 Penalty: 5717.101074
	Iteration 100F: 3 clusters Score -1.598543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -15985422.000000 Penalty: 5717.101074
	Iteration 101Q: 3 clusters Score -1.598542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 99090 members 
Entering Unmasked Estep 
Score: -15985417.000000 Penalty: 5717.101074
	Iteration 102Q: 3 clusters Score -1.598542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -15985415.000000 Penalty: 5717.101074
	Iteration 103Q: 3 clusters Score -1.598542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -15985415.000000 Penalty: 5717.101074
	Iteration 104Q: 3 clusters Score -1.598542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -15985413.000000 Penalty: 5717.101074
	Iteration 105Q: 3 clusters Score -1.598541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -15985414.000000 Penalty: 5717.101074
	Iteration 106Q: 3 clusters Score -1.598541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -15985415.000000 Penalty: 5717.101074
	Iteration 107Q: 3 clusters Score -1.598542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 99142 members 
Entering Unmasked Estep 
Score: -15985419.000000 Penalty: 5717.101074
	Iteration 108Q: 3 clusters Score -1.598542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -15985412.000000 Penalty: 5717.101074
	Iteration 109Q: 3 clusters Score -1.598541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -15985412.000000 Penalty: 5717.101074
	Iteration 110Q: 3 clusters Score -1.598541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -15985397.000000 Penalty: 5717.101074
	Iteration 111Q: 3 clusters Score -1.59854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 99160 members 
Entering Unmasked Estep 
Score: -15985410.000000 Penalty: 5717.101074
	Iteration 112Q: 3 clusters Score -1.598541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -15985411.000000 Penalty: 5717.101074
	Iteration 113Q: 3 clusters Score -1.598541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -15985417.000000 Penalty: 5717.101074
	Iteration 114Q: 3 clusters Score -1.598542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -15985414.000000 Penalty: 5717.101074
	Iteration 115Q: 3 clusters Score -1.598541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -15985409.000000 Penalty: 5717.101074
	Iteration 116Q: 3 clusters Score -1.598541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -15985417.000000 Penalty: 5717.101074
	Iteration 117Q: 3 clusters Score -1.598542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -15985407.000000 Penalty: 5717.101074
	Iteration 118Q: 3 clusters Score -1.598541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -15985413.000000 Penalty: 5717.101074
	Iteration 119Q: 3 clusters Score -1.598541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 99188 members 
Entering Unmasked Estep 
Score: -15985411.000000 Penalty: 5717.101074
	Iteration 120F: 3 clusters Score -1.598541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -15985409.000000 Penalty: 5717.101074
	Iteration 121Q: 3 clusters Score -1.598541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -15985417.000000 Penalty: 5717.101074
	Iteration 122Q: 3 clusters Score -1.598542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 99197 members 
Entering Unmasked Estep 
Score: -15985409.000000 Penalty: 5717.101074
	Iteration 123Q: 3 clusters Score -1.598541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -15985432.000000 Penalty: 5717.101074
	Iteration 124Q: 3 clusters Score -1.598543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -15985417.000000 Penalty: 5717.101074
	Iteration 125Q: 3 clusters Score -1.598542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -15985425.000000 Penalty: 5717.101074
	Iteration 126Q: 3 clusters Score -1.598542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -15985424.000000 Penalty: 5717.101074
	Iteration 127Q: 3 clusters Score -1.598542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 99217 members 
Entering Unmasked Estep 
Score: -15985415.000000 Penalty: 5717.101074
	Iteration 128Q: 3 clusters Score -1.598542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 99218 members 
Entering Unmasked Estep 
Score: -15985423.000000 Penalty: 5717.101074
	Iteration 129Q: 3 clusters Score -1.598542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -15985417.000000 Penalty: 5717.101074
	Iteration 130Q: 3 clusters Score -1.598542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 99220 members 
Entering Unmasked Estep 
Score: -15985413.000000 Penalty: 5717.101074
	Iteration 131Q: 3 clusters Score -1.598541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -15985408.000000 Penalty: 5717.101074
	Iteration 132Q: 3 clusters Score -1.598541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -15985408.000000 Penalty: 5717.101074
	Iteration 133F: 3 clusters Score -1.598541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -54535.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -54535.68 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 194 members 
Entering Unmasked Estep 
Score: -53164.093750 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -53164.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53439.859375 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -53439.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53548.910156 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -53548.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53687.941406 Penalty: 2982.802734
	Iteration 3F: 3 clusters Score -53687.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53793.605469 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -53793.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53930.257812 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -53930.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54068.277344 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -54068.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -54151.300781 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -54151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -54200.023438 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -54200.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -54258.843750 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -54258.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -54258.843750 Penalty: 2982.802734
	Iteration 10F: 3 clusters Score -54258.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Entering Unmasked Estep 
Score: -3843543.750000 Penalty: 2506.909912
	Iteration 0F: 2 clusters Score -3843544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3826379.750000 Penalty: 5013.819824
	Iteration 0F: 3 clusters Score -3826380 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3832306.750000 Penalty: 5013.819824
	Iteration 1F: 3 clusters Score -3832307 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3832769.750000 Penalty: 5013.819824
	Iteration 2F: 3 clusters Score -3832770 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -3833146.000000 Penalty: 5013.819824
	Iteration 3Q: 3 clusters Score -3833146 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3833520.750000 Penalty: 5013.819824
	Iteration 4Q: 3 clusters Score -3833521 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3833896.000000 Penalty: 5013.819824
	Iteration 5Q: 3 clusters Score -3833896 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3834286.750000 Penalty: 5013.819824
	Iteration 6Q: 3 clusters Score -3834287 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3834817.500000 Penalty: 5013.819824
	Iteration 7Q: 3 clusters Score -3834818 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3835511.500000 Penalty: 5013.819824
	Iteration 8Q: 3 clusters Score -3835512 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3836500.750000 Penalty: 5013.819824
	Iteration 9F: 3 clusters Score -3836501 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3837844.250000 Penalty: 5013.819824
	Iteration 10F: 3 clusters Score -3837844 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3839413.000000 Penalty: 5013.819824
	Iteration 11F: 3 clusters Score -3839413 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3840691.250000 Penalty: 5013.819824
	Iteration 12Q: 3 clusters Score -3840691 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -3841362.500000 Penalty: 5013.819824
	Iteration 13Q: 3 clusters Score -3841362 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -3841680.250000 Penalty: 5013.819824
	Iteration 14Q: 3 clusters Score -3841680 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -3841876.750000 Penalty: 5013.819824
	Iteration 15Q: 3 clusters Score -3841877 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3842039.500000 Penalty: 5013.819824
	Iteration 16Q: 3 clusters Score -3842040 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -3842125.000000 Penalty: 5013.819824
	Iteration 17Q: 3 clusters Score -3842125 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3842239.750000 Penalty: 5013.819824
	Iteration 18Q: 3 clusters Score -3842240 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3842335.500000 Penalty: 5013.819824
	Iteration 19Q: 3 clusters Score -3842336 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3842464.500000 Penalty: 5013.819824
	Iteration 20F: 3 clusters Score -3842464 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3842648.000000 Penalty: 5013.819824
	Iteration 21Q: 3 clusters Score -3842648 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3842834.750000 Penalty: 5013.819824
	Iteration 22Q: 3 clusters Score -3842835 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3843019.750000 Penalty: 5013.819824
	Iteration 23Q: 3 clusters Score -3843020 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3843224.750000 Penalty: 5013.819824
	Iteration 24Q: 3 clusters Score -3843225 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3843377.250000 Penalty: 5013.819824
	Iteration 25Q: 3 clusters Score -3843377 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3843511.750000 Penalty: 5013.819824
	Iteration 26Q: 3 clusters Score -3843512 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3843617.500000 Penalty: 5013.819824
	Iteration 27Q: 3 clusters Score -3843618 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3843696.500000 Penalty: 5013.819824
	Iteration 28Q: 3 clusters Score -3843696 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3843751.750000 Penalty: 5013.819824
	Iteration 29Q: 3 clusters Score -3843752 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3843795.000000 Penalty: 5013.819824
	Iteration 30Q: 3 clusters Score -3843795 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3843813.500000 Penalty: 5013.819824
	Iteration 31Q: 3 clusters Score -3843814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3843838.000000 Penalty: 5013.819824
	Iteration 32Q: 3 clusters Score -3843838 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3843859.750000 Penalty: 5013.819824
	Iteration 33Q: 3 clusters Score -3843860 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3843878.250000 Penalty: 5013.819824
	Iteration 34Q: 3 clusters Score -3843878 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3843879.250000 Penalty: 5013.819824
	Iteration 35Q: 3 clusters Score -3843879 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3843896.000000 Penalty: 5013.819824
	Iteration 36Q: 3 clusters Score -3843896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3843915.500000 Penalty: 5013.819824
	Iteration 37Q: 3 clusters Score -3843916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3843912.000000 Penalty: 5013.819824
	Iteration 38Q: 3 clusters Score -3843912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3843908.750000 Penalty: 5013.819824
	Iteration 39Q: 3 clusters Score -3843909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3843933.000000 Penalty: 5013.819824
	Iteration 40F: 3 clusters Score -3843933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3843954.750000 Penalty: 5013.819824
	Iteration 41Q: 3 clusters Score -3843955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -3843965.500000 Penalty: 5013.819824
	Iteration 42Q: 3 clusters Score -3843966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3843973.750000 Penalty: 5013.819824
	Iteration 43Q: 3 clusters Score -3843974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3843979.250000 Penalty: 5013.819824
	Iteration 44Q: 3 clusters Score -3843979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3843979.250000 Penalty: 5013.819824
	Iteration 45Q: 3 clusters Score -3843979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3843991.500000 Penalty: 5013.819824
	Iteration 46Q: 3 clusters Score -3843992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3844000.500000 Penalty: 5013.819824
	Iteration 47Q: 3 clusters Score -3844000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3844004.500000 Penalty: 5013.819824
	Iteration 48Q: 3 clusters Score -3844004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3844001.500000 Penalty: 5013.819824
	Iteration 49Q: 3 clusters Score -3844002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3844004.750000 Penalty: 5013.819824
	Iteration 50Q: 3 clusters Score -3844005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3844004.750000 Penalty: 5013.819824
	Iteration 51Q: 3 clusters Score -3844005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3844007.750000 Penalty: 5013.819824
	Iteration 52Q: 3 clusters Score -3844008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3844007.500000 Penalty: 5013.819824
	Iteration 53Q: 3 clusters Score -3844008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3844003.500000 Penalty: 5013.819824
	Iteration 54Q: 3 clusters Score -3844004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3844002.750000 Penalty: 5013.819824
	Iteration 55Q: 3 clusters Score -3844003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3844001.000000 Penalty: 5013.819824
	Iteration 56Q: 3 clusters Score -3844001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3844004.500000 Penalty: 5013.819824
	Iteration 57Q: 3 clusters Score -3844004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3844009.250000 Penalty: 5013.819824
	Iteration 58Q: 3 clusters Score -3844009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3844010.500000 Penalty: 5013.819824
	Iteration 59Q: 3 clusters Score -3844010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3844008.250000 Penalty: 5013.819824
	Iteration 60F: 3 clusters Score -3844008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3844002.250000 Penalty: 5013.819824
	Iteration 61Q: 3 clusters Score -3844002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3844006.250000 Penalty: 5013.819824
	Iteration 62Q: 3 clusters Score -3844006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3844006.250000 Penalty: 5013.819824
	Iteration 63F: 3 clusters Score -3844006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111751 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123374 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28707 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101358 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 12626 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1449 members 
Mstep: Class 44 contains 11925 members 
Entering Unmasked Estep 
Score: -86709592.000000 Penalty: 144519.937500
Splitting cluster 32 changes total score from -86710296.000000 to -86709592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -361743.593750 Penalty: 1929.411499
	Iteration 0F: 2 clusters Score -361743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -358866.375000 Penalty: 3858.822998
	Iteration 0F: 3 clusters Score -358866.4 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -359370.843750 Penalty: 3858.822998
	Iteration 1F: 3 clusters Score -359370.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -359519.218750 Penalty: 3858.822998
	Iteration 2F: 3 clusters Score -359519.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -359620.218750 Penalty: 3858.822998
	Iteration 3Q: 3 clusters Score -359620.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -359703.625000 Penalty: 3858.822998
	Iteration 4Q: 3 clusters Score -359703.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -359785.343750 Penalty: 3858.822998
	Iteration 5Q: 3 clusters Score -359785.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -359845.312500 Penalty: 3858.822998
	Iteration 6Q: 3 clusters Score -359845.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -359906.250000 Penalty: 3858.822998
	Iteration 7Q: 3 clusters Score -359906.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -359960.687500 Penalty: 3858.822998
	Iteration 8Q: 3 clusters Score -359960.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -360026.781250 Penalty: 3858.822998
	Iteration 9Q: 3 clusters Score -360026.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -360095.718750 Penalty: 3858.822998
	Iteration 10Q: 3 clusters Score -360095.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -360163.250000 Penalty: 3858.822998
	Iteration 11Q: 3 clusters Score -360163.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -360228.093750 Penalty: 3858.822998
	Iteration 12Q: 3 clusters Score -360228.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -360307.218750 Penalty: 3858.822998
	Iteration 13Q: 3 clusters Score -360307.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -360366.906250 Penalty: 3858.822998
	Iteration 14Q: 3 clusters Score -360366.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -360417.812500 Penalty: 3858.822998
	Iteration 15Q: 3 clusters Score -360417.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -360461.500000 Penalty: 3858.822998
	Iteration 16Q: 3 clusters Score -360461.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -360501.406250 Penalty: 3858.822998
	Iteration 17Q: 3 clusters Score -360501.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -360539.000000 Penalty: 3858.822998
	Iteration 18Q: 3 clusters Score -360539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -360560.875000 Penalty: 3858.822998
	Iteration 19Q: 3 clusters Score -360560.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -360576.562500 Penalty: 3858.822998
	Iteration 20F: 3 clusters Score -360576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -360586.000000 Penalty: 3858.822998
	Iteration 21Q: 3 clusters Score -360586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -360595.343750 Penalty: 3858.822998
	Iteration 22Q: 3 clusters Score -360595.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -360602.843750 Penalty: 3858.822998
	Iteration 23Q: 3 clusters Score -360602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -360607.687500 Penalty: 3858.822998
	Iteration 24Q: 3 clusters Score -360607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -360613.375000 Penalty: 3858.822998
	Iteration 25Q: 3 clusters Score -360613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -360618.937500 Penalty: 3858.822998
	Iteration 26Q: 3 clusters Score -360618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -360621.937500 Penalty: 3858.822998
	Iteration 27Q: 3 clusters Score -360621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -360626.656250 Penalty: 3858.822998
	Iteration 28Q: 3 clusters Score -360626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -360630.812500 Penalty: 3858.822998
	Iteration 29Q: 3 clusters Score -360630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -360632.593750 Penalty: 3858.822998
	Iteration 30Q: 3 clusters Score -360632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -360633.187500 Penalty: 3858.822998
	Iteration 31Q: 3 clusters Score -360633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -360635.593750 Penalty: 3858.822998
	Iteration 32Q: 3 clusters Score -360635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -360635.656250 Penalty: 3858.822998
	Iteration 33Q: 3 clusters Score -360635.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -360635.781250 Penalty: 3858.822998
	Iteration 34Q: 3 clusters Score -360635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -360635.781250 Penalty: 3858.822998
	Iteration 35F: 3 clusters Score -360635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Entering Unmasked Estep 
Score: -1163897.500000 Penalty: 2215.319580
	Iteration 0F: 2 clusters Score -1163898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1157778.750000 Penalty: 4430.639160
	Iteration 0F: 3 clusters Score -1157779 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1159600.625000 Penalty: 4430.639160
	Iteration 1F: 3 clusters Score -1159601 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1159916.875000 Penalty: 4430.639160
	Iteration 2F: 3 clusters Score -1159917 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1160139.500000 Penalty: 4430.639160
	Iteration 3F: 3 clusters Score -1160140 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1160344.250000 Penalty: 4430.639160
	Iteration 4Q: 3 clusters Score -1160344 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1160521.125000 Penalty: 4430.639160
	Iteration 5Q: 3 clusters Score -1160521 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1160717.875000 Penalty: 4430.639160
	Iteration 6Q: 3 clusters Score -1160718 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1160892.875000 Penalty: 4430.639160
	Iteration 7Q: 3 clusters Score -1160893 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1161054.875000 Penalty: 4430.639160
	Iteration 8Q: 3 clusters Score -1161055 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1161201.125000 Penalty: 4430.639160
	Iteration 9Q: 3 clusters Score -1161201 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1161341.500000 Penalty: 4430.639160
	Iteration 10Q: 3 clusters Score -1161342 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1161495.875000 Penalty: 4430.639160
	Iteration 11Q: 3 clusters Score -1161496 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1161687.750000 Penalty: 4430.639160
	Iteration 12Q: 3 clusters Score -1161688 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1161860.000000 Penalty: 4430.639160
	Iteration 13Q: 3 clusters Score -1161860 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1161999.500000 Penalty: 4430.639160
	Iteration 14Q: 3 clusters Score -1162000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1162115.875000 Penalty: 4430.639160
	Iteration 15Q: 3 clusters Score -1162116 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1162215.375000 Penalty: 4430.639160
	Iteration 16Q: 3 clusters Score -1162215 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1162327.250000 Penalty: 4430.639160
	Iteration 17Q: 3 clusters Score -1162327 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1162423.875000 Penalty: 4430.639160
	Iteration 18Q: 3 clusters Score -1162424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1162500.875000 Penalty: 4430.639160
	Iteration 19Q: 3 clusters Score -1162501 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1162586.250000 Penalty: 4430.639160
	Iteration 20F: 3 clusters Score -1162586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1162669.625000 Penalty: 4430.639160
	Iteration 21Q: 3 clusters Score -1162670 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1162745.500000 Penalty: 4430.639160
	Iteration 22Q: 3 clusters Score -1162746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1162802.250000 Penalty: 4430.639160
	Iteration 23Q: 3 clusters Score -1162802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1162826.750000 Penalty: 4430.639160
	Iteration 24Q: 3 clusters Score -1162827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1162838.000000 Penalty: 4430.639160
	Iteration 25Q: 3 clusters Score -1162838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1162847.875000 Penalty: 4430.639160
	Iteration 26Q: 3 clusters Score -1162848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1162850.875000 Penalty: 4430.639160
	Iteration 27Q: 3 clusters Score -1162851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1162854.625000 Penalty: 4430.639160
	Iteration 28Q: 3 clusters Score -1162855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1162854.375000 Penalty: 4430.639160
	Iteration 29Q: 3 clusters Score -1162854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1162856.750000 Penalty: 4430.639160
	Iteration 30Q: 3 clusters Score -1162857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1162858.250000 Penalty: 4430.639160
	Iteration 31Q: 3 clusters Score -1162858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1162858.375000 Penalty: 4430.639160
	Iteration 32Q: 3 clusters Score -1162858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1162860.500000 Penalty: 4430.639160
	Iteration 33Q: 3 clusters Score -1162860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1162860.625000 Penalty: 4430.639160
	Iteration 34Q: 3 clusters Score -1162861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1162863.250000 Penalty: 4430.639160
	Iteration 35Q: 3 clusters Score -1162863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1162862.500000 Penalty: 4430.639160
	Iteration 36Q: 3 clusters Score -1162862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1162863.125000 Penalty: 4430.639160
	Iteration 37Q: 3 clusters Score -1162863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1162863.250000 Penalty: 4430.639160
	Iteration 38Q: 3 clusters Score -1162863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1162863.250000 Penalty: 4430.639160
	Iteration 39F: 3 clusters Score -1162863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -117527.414062 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -117527.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -115757.679688 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -115757.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116132.695312 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -116132.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116329.578125 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -116329.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -116505.640625 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -116505.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116656.460938 Penalty: 3366.771240
	Iteration 4F: 3 clusters Score -116656.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -116769.367188 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -116769.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -116840.523438 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -116840.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -116900.640625 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -116900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -116934.601562 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -116934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -116969.007812 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -116969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -116974.937500 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -116974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -116980.734375 Penalty: 3366.771240
	Iteration 11Q: 3 clusters Score -116980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -116983.109375 Penalty: 3366.771240
	Iteration 12F: 3 clusters Score -116983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -116988.164062 Penalty: 3366.771240
	Iteration 13Q: 3 clusters Score -116988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -116989.070312 Penalty: 3366.771240
	Iteration 14Q: 3 clusters Score -116989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -116989.070312 Penalty: 3366.771240
	Iteration 15F: 3 clusters Score -116989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -18746.390625 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -18746.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17846.207031 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -17846.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17913.591797 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -17913.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17960.521484 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -17960.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17993.648438 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -17993.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18026.994141 Penalty: 2597.275391
	Iteration 4Q: 3 clusters Score -18026.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18026.994141 Penalty: 2597.275391
	Iteration 5F: 3 clusters Score -18026.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Entering Unmasked Estep 
Score: -889556.187500 Penalty: 2146.276855
	Iteration 0F: 2 clusters Score -889556.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -884520.062500 Penalty: 4292.553711
	Iteration 0F: 3 clusters Score -884520.1 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -885751.875000 Penalty: 4292.553711
	Iteration 1F: 3 clusters Score -885751.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -886008.687500 Penalty: 4292.553711
	Iteration 2F: 3 clusters Score -886008.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -886232.500000 Penalty: 4292.553711
	Iteration 3F: 3 clusters Score -886232.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -886434.500000 Penalty: 4292.553711
	Iteration 4Q: 3 clusters Score -886434.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -886631.625000 Penalty: 4292.553711
	Iteration 5Q: 3 clusters Score -886631.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -886796.062500 Penalty: 4292.553711
	Iteration 6Q: 3 clusters Score -886796.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -886928.437500 Penalty: 4292.553711
	Iteration 7Q: 3 clusters Score -886928.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -887021.875000 Penalty: 4292.553711
	Iteration 8Q: 3 clusters Score -887021.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -887095.500000 Penalty: 4292.553711
	Iteration 9Q: 3 clusters Score -887095.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -887161.000000 Penalty: 4292.553711
	Iteration 10Q: 3 clusters Score -887161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -887221.562500 Penalty: 4292.553711
	Iteration 11Q: 3 clusters Score -887221.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -887266.312500 Penalty: 4292.553711
	Iteration 12Q: 3 clusters Score -887266.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -887302.687500 Penalty: 4292.553711
	Iteration 13Q: 3 clusters Score -887302.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -887333.625000 Penalty: 4292.553711
	Iteration 14Q: 3 clusters Score -887333.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -887376.187500 Penalty: 4292.553711
	Iteration 15Q: 3 clusters Score -887376.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -887424.500000 Penalty: 4292.553711
	Iteration 16Q: 3 clusters Score -887424.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -887460.875000 Penalty: 4292.553711
	Iteration 17Q: 3 clusters Score -887460.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -887499.875000 Penalty: 4292.553711
	Iteration 18Q: 3 clusters Score -887499.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -887536.500000 Penalty: 4292.553711
	Iteration 19Q: 3 clusters Score -887536.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -887563.437500 Penalty: 4292.553711
	Iteration 20F: 3 clusters Score -887563.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -887583.250000 Penalty: 4292.553711
	Iteration 21Q: 3 clusters Score -887583.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -887597.125000 Penalty: 4292.553711
	Iteration 22Q: 3 clusters Score -887597.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -887607.750000 Penalty: 4292.553711
	Iteration 23Q: 3 clusters Score -887607.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -887622.187500 Penalty: 4292.553711
	Iteration 24Q: 3 clusters Score -887622.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -887637.687500 Penalty: 4292.553711
	Iteration 25Q: 3 clusters Score -887637.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -887655.000000 Penalty: 4292.553711
	Iteration 26Q: 3 clusters Score -887655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -887679.437500 Penalty: 4292.553711
	Iteration 27Q: 3 clusters Score -887679.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -887703.250000 Penalty: 4292.553711
	Iteration 28Q: 3 clusters Score -887703.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -887724.562500 Penalty: 4292.553711
	Iteration 29Q: 3 clusters Score -887724.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -887733.937500 Penalty: 4292.553711
	Iteration 30Q: 3 clusters Score -887733.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -887746.500000 Penalty: 4292.553711
	Iteration 31Q: 3 clusters Score -887746.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -887755.187500 Penalty: 4292.553711
	Iteration 32Q: 3 clusters Score -887755.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -887760.812500 Penalty: 4292.553711
	Iteration 33Q: 3 clusters Score -887760.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -887766.562500 Penalty: 4292.553711
	Iteration 34Q: 3 clusters Score -887766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -887772.250000 Penalty: 4292.553711
	Iteration 35Q: 3 clusters Score -887772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -887776.125000 Penalty: 4292.553711
	Iteration 36Q: 3 clusters Score -887776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -887781.000000 Penalty: 4292.553711
	Iteration 37Q: 3 clusters Score -887781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -887781.625000 Penalty: 4292.553711
	Iteration 38Q: 3 clusters Score -887781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -887788.000000 Penalty: 4292.553711
	Iteration 39Q: 3 clusters Score -887788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -887793.062500 Penalty: 4292.553711
	Iteration 40F: 3 clusters Score -887793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -887795.187500 Penalty: 4292.553711
	Iteration 41Q: 3 clusters Score -887795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -887802.375000 Penalty: 4292.553711
	Iteration 42Q: 3 clusters Score -887802.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -887804.062500 Penalty: 4292.553711
	Iteration 43Q: 3 clusters Score -887804.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -887806.937500 Penalty: 4292.553711
	Iteration 44Q: 3 clusters Score -887806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -887809.187500 Penalty: 4292.553711
	Iteration 45Q: 3 clusters Score -887809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -887808.062500 Penalty: 4292.553711
	Iteration 46Q: 3 clusters Score -887808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -887809.937500 Penalty: 4292.553711
	Iteration 47Q: 3 clusters Score -887809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -887809.937500 Penalty: 4292.553711
	Iteration 48F: 3 clusters Score -887809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -34441.722656 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -34441.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33211.781250 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -33211.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33321.042969 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -33321.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33379.199219 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -33379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -33410.890625 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -33410.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -33461.894531 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -33461.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -33528.484375 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -33528.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -33623.335938 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -33623.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -33649.070312 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -33649.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -33664.957031 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -33664.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -33734.656250 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -33734.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -33741.625000 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -33741.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -33750.914062 Penalty: 2776.817383
	Iteration 11Q: 3 clusters Score -33750.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -33755.390625 Penalty: 2776.817383
	Iteration 12Q: 3 clusters Score -33755.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33759.804688 Penalty: 2776.817383
	Iteration 13Q: 3 clusters Score -33759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -33759.804688 Penalty: 2776.817383
	Iteration 14F: 3 clusters Score -33759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -203841.921875 Penalty: 1790.471313
	Iteration 0F: 2 clusters Score -203841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201670.828125 Penalty: 3580.942627
	Iteration 0F: 3 clusters Score -201670.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -202009.812500 Penalty: 3580.942627
	Iteration 1F: 3 clusters Score -202009.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -202112.062500 Penalty: 3580.942627
	Iteration 2F: 3 clusters Score -202112.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -202162.796875 Penalty: 3580.942627
	Iteration 3Q: 3 clusters Score -202162.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -202193.281250 Penalty: 3580.942627
	Iteration 4Q: 3 clusters Score -202193.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -202211.515625 Penalty: 3580.942627
	Iteration 5Q: 3 clusters Score -202211.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -202222.953125 Penalty: 3580.942627
	Iteration 6Q: 3 clusters Score -202223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202230.328125 Penalty: 3580.942627
	Iteration 7Q: 3 clusters Score -202230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -202239.609375 Penalty: 3580.942627
	Iteration 8Q: 3 clusters Score -202239.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -202254.421875 Penalty: 3580.942627
	Iteration 9Q: 3 clusters Score -202254.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -202261.328125 Penalty: 3580.942627
	Iteration 10Q: 3 clusters Score -202261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -202263.609375 Penalty: 3580.942627
	Iteration 11Q: 3 clusters Score -202263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -202267.843750 Penalty: 3580.942627
	Iteration 12Q: 3 clusters Score -202267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -202272.546875 Penalty: 3580.942627
	Iteration 13Q: 3 clusters Score -202272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -202274.000000 Penalty: 3580.942627
	Iteration 14Q: 3 clusters Score -202274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202275.156250 Penalty: 3580.942627
	Iteration 15Q: 3 clusters Score -202275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -202275.828125 Penalty: 3580.942627
	Iteration 16Q: 3 clusters Score -202275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202276.140625 Penalty: 3580.942627
	Iteration 17Q: 3 clusters Score -202276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -202278.359375 Penalty: 3580.942627
	Iteration 18Q: 3 clusters Score -202278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -202280.546875 Penalty: 3580.942627
	Iteration 19Q: 3 clusters Score -202280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202282.140625 Penalty: 3580.942627
	Iteration 20F: 3 clusters Score -202282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202283.906250 Penalty: 3580.942627
	Iteration 21Q: 3 clusters Score -202283.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202283.906250 Penalty: 3580.942627
	Iteration 22F: 3 clusters Score -202283.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -288196.218750 Penalty: 1861.498413
	Iteration 0F: 2 clusters Score -288196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -285680.531250 Penalty: 3722.996826
	Iteration 0F: 3 clusters Score -285680.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -286091.125000 Penalty: 3722.996826
	Iteration 1F: 3 clusters Score -286091.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -286205.781250 Penalty: 3722.996826
	Iteration 2F: 3 clusters Score -286205.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -286265.593750 Penalty: 3722.996826
	Iteration 3Q: 3 clusters Score -286265.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -286313.281250 Penalty: 3722.996826
	Iteration 4Q: 3 clusters Score -286313.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -286336.843750 Penalty: 3722.996826
	Iteration 5Q: 3 clusters Score -286336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -286348.562500 Penalty: 3722.996826
	Iteration 6Q: 3 clusters Score -286348.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -286356.968750 Penalty: 3722.996826
	Iteration 7Q: 3 clusters Score -286357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -286366.500000 Penalty: 3722.996826
	Iteration 8Q: 3 clusters Score -286366.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -286376.281250 Penalty: 3722.996826
	Iteration 9Q: 3 clusters Score -286376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -286384.156250 Penalty: 3722.996826
	Iteration 10Q: 3 clusters Score -286384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -286388.812500 Penalty: 3722.996826
	Iteration 11Q: 3 clusters Score -286388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -286390.937500 Penalty: 3722.996826
	Iteration 12Q: 3 clusters Score -286390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -286391.343750 Penalty: 3722.996826
	Iteration 13Q: 3 clusters Score -286391.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -286391.343750 Penalty: 3722.996826
	Iteration 14F: 3 clusters Score -286391.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -112075.242188 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -112075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110280.390625 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -110280.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110583.648438 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -110583.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110807.203125 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -110807.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110886.390625 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -110886.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -110954.195312 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -110954.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111015.859375 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -111015.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111060.218750 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -111060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111078.953125 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -111079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111093.726562 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -111093.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111140.585938 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -111140.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111193.796875 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -111193.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111224.375000 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -111224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111264.335938 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -111264.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111300.820312 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -111300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111331.976562 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -111332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111371.882812 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -111371.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111407.578125 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -111407.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111458.898438 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -111458.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111508.054688 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -111508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111557.320312 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -111557.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111628.585938 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -111628.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111755.484375 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -111755.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111883.250000 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -111883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111901.132812 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -111901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111925.937500 Penalty: 3313.081299
	Iteration 24Q: 3 clusters Score -111925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111925.937500 Penalty: 3313.081299
	Iteration 25F: 3 clusters Score -111925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -93869.890625 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -93869.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -92236.617188 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -92236.62 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -92730.820312 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -92730.82 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92997.234375 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -92997.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93137.671875 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -93137.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93251.890625 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -93251.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -93342.945312 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -93342.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93377.617188 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -93377.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -93395.390625 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -93395.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -93407.898438 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -93407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93431.382812 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -93431.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93449.539062 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -93449.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -93461.859375 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -93461.86 nChanged 1
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: -93467.015625 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -93467.02 nChanged 0
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: -93467.015625 Penalty: 3304.913818
	Iteration 13F: 3 clusters Score -93467.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -224161.734375 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -224161.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -221949.968750 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -221950 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -222342.343750 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -222342.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -222454.078125 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -222454.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -222508.687500 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -222508.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -222535.187500 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -222535.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -222559.812500 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -222559.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -222578.468750 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -222578.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -222590.828125 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -222590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -222598.125000 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -222598.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -222607.203125 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -222607.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -222628.703125 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -222628.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -222648.265625 Penalty: 3610.199951
	Iteration 11Q: 3 clusters Score -222648.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -222658.828125 Penalty: 3610.199951
	Iteration 12Q: 3 clusters Score -222658.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -222665.046875 Penalty: 3610.199951
	Iteration 13Q: 3 clusters Score -222665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -222668.531250 Penalty: 3610.199951
	Iteration 14Q: 3 clusters Score -222668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -222671.359375 Penalty: 3610.199951
	Iteration 15Q: 3 clusters Score -222671.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -222674.031250 Penalty: 3610.199951
	Iteration 16Q: 3 clusters Score -222674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -222674.031250 Penalty: 3610.199951
	Iteration 17F: 3 clusters Score -222674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111751 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6968 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123374 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28707 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101358 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710216.000000 Penalty: 141235.390625
Iteration 199Q: 44 clusters Score -8.671022e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111748 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29372 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123364 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28708 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101370 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710400.000000 Penalty: 141235.390625
Iteration 200F: 44 clusters Score -8.67104e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 264 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111744 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 353 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29373 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 679 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123352 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28714 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 101378 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 190 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 783 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710704.000000 Penalty: 141235.390625
Iteration 201Q: 44 clusters Score -8.67107e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111724 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 352 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8366 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123342 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28724 members 
Mstep: Class 29 contains 3926 members 
Mstep: Class 30 contains 101396 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 189 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 786 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710848.000000 Penalty: 141235.390625
Iteration 202Q: 44 clusters Score -8.671085e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111721 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 349 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29375 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8861 members 
Mstep: Class 21 contains 8367 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123331 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 3928 members 
Mstep: Class 30 contains 101408 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2392 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 188 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 789 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710976.000000 Penalty: 141235.390625
Iteration 203Q: 44 clusters Score -8.671098e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111720 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 347 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29377 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10874 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8368 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123324 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28731 members 
Mstep: Class 29 contains 3929 members 
Mstep: Class 30 contains 101415 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 186 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 792 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710928.000000 Penalty: 141235.390625
Iteration 204Q: 44 clusters Score -8.671093e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111715 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8367 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123315 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 28735 members 
Mstep: Class 29 contains 3930 members 
Mstep: Class 30 contains 101422 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 184 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710888.000000 Penalty: 141235.390625
Iteration 205Q: 44 clusters Score -8.671089e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111713 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123315 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28734 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101423 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710936.000000 Penalty: 141235.390625
Iteration 206Q: 44 clusters Score -8.671094e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111706 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29375 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8372 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123311 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28735 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101430 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 887 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710968.000000 Penalty: 141235.390625
Iteration 207Q: 44 clusters Score -8.671097e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111704 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29372 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123309 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28737 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101435 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710896.000000 Penalty: 141235.390625
Iteration 208Q: 44 clusters Score -8.67109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111708 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29373 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123303 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28738 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101436 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710896.000000 Penalty: 141235.390625
Iteration 209Q: 44 clusters Score -8.67109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111714 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29375 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123297 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28741 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101434 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1818 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710928.000000 Penalty: 141235.390625
Iteration 210Q: 44 clusters Score -8.671093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111714 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29375 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123296 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5026 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28743 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101433 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1818 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710904.000000 Penalty: 141235.390625
Iteration 211Q: 44 clusters Score -8.67109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111715 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29375 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10876 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123292 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101435 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1818 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710824.000000 Penalty: 141235.390625
Iteration 212Q: 44 clusters Score -8.671082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111715 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123288 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101435 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1819 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710888.000000 Penalty: 141235.390625
Iteration 213Q: 44 clusters Score -8.671089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111716 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29373 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123283 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101433 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1821 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710864.000000 Penalty: 141235.390625
Iteration 214Q: 44 clusters Score -8.671086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111714 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5641 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29373 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123282 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101431 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710880.000000 Penalty: 141235.390625
Iteration 215Q: 44 clusters Score -8.671088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111706 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29373 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123287 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101437 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710880.000000 Penalty: 141235.390625
Iteration 216Q: 44 clusters Score -8.671088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111703 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29374 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123287 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101439 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710896.000000 Penalty: 141235.390625
Iteration 217Q: 44 clusters Score -8.67109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111698 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123288 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101442 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710896.000000 Penalty: 141235.390625
Iteration 218Q: 44 clusters Score -8.67109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111695 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123291 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101443 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710896.000000 Penalty: 141235.390625
Iteration 219Q: 44 clusters Score -8.67109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111692 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8859 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123293 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101446 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 180 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711032.000000 Penalty: 141235.390625
Iteration 220F: 44 clusters Score -8.671103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 255 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111692 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 9 contains 8128 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6966 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10877 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 8858 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 681 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123293 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101449 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 186 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 270 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 800 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711352.000000 Penalty: 141235.390625
Iteration 221Q: 44 clusters Score -8.671135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111691 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8129 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123291 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101450 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 809 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711440.000000 Penalty: 141235.390625
Iteration 222Q: 44 clusters Score -8.671144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111692 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 10 contains 29376 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123290 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101449 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2393 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 171 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 818 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711496.000000 Penalty: 141235.390625
Iteration 223Q: 44 clusters Score -8.67115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111692 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8127 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10879 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123292 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101446 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 164 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 825 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711472.000000 Penalty: 141235.390625
Iteration 224Q: 44 clusters Score -8.671147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111695 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10880 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123292 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101447 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2394 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 159 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 829 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711552.000000 Penalty: 141235.390625
Iteration 225Q: 44 clusters Score -8.671155e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 334 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111685 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123296 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101450 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 836 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711648.000000 Penalty: 141235.390625
Iteration 226Q: 44 clusters Score -8.671165e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111683 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10883 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6051 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123295 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101455 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711600.000000 Penalty: 141235.390625
Iteration 227Q: 44 clusters Score -8.67116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111678 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29377 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123299 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101451 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1822 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711584.000000 Penalty: 141235.390625
Iteration 228Q: 44 clusters Score -8.671158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111669 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29377 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10886 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123304 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101449 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1823 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711560.000000 Penalty: 141235.390625
Iteration 229Q: 44 clusters Score -8.671156e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111667 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29377 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10889 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123302 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101450 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711600.000000 Penalty: 141235.390625
Iteration 230Q: 44 clusters Score -8.67116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111662 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10894 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123300 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101454 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711608.000000 Penalty: 141235.390625
Iteration 231Q: 44 clusters Score -8.671161e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111663 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10901 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123284 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101459 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711624.000000 Penalty: 141235.390625
Iteration 232Q: 44 clusters Score -8.671162e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111651 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10909 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123279 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28753 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101467 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711688.000000 Penalty: 141235.390625
Iteration 233Q: 44 clusters Score -8.671169e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111644 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10916 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123279 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28754 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101465 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711672.000000 Penalty: 141235.390625
Iteration 234Q: 44 clusters Score -8.671167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111641 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10922 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123277 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101463 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711600.000000 Penalty: 141235.390625
Iteration 235Q: 44 clusters Score -8.67116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111630 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10935 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123271 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28757 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101460 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711640.000000 Penalty: 141235.390625
Iteration 236Q: 44 clusters Score -8.671164e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111621 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6962 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10940 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123268 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28760 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101466 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711560.000000 Penalty: 141235.390625
Iteration 237Q: 44 clusters Score -8.671156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111616 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34908 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10947 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123260 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5027 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28763 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101469 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711560.000000 Penalty: 141235.390625
Iteration 238Q: 44 clusters Score -8.671156e+07 nChanged 26
Entering ConstructFrom: 
Score: -86711560.000000 Penalty: 141235.390625
Entering ConstructFrom: 
Trying to split cluster 1 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -51646.722656 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -51646.72 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 217 members 
Entering Unmasked Estep 
Score: -50422.500000 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -50422.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50917.906250 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -50917.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51192.070312 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -51192.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51275.226562 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -51275.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51296.683594 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -51296.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51337.457031 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -51337.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51345.812500 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -51345.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51348.707031 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -51348.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51353.562500 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -51353.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51364.546875 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -51364.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51368.710938 Penalty: 2999.496582
	Iteration 10Q: 3 clusters Score -51368.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51368.710938 Penalty: 2999.496582
	Iteration 11F: 3 clusters Score -51368.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -48853.609375 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -48853.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47524.750000 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -47524.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47628.488281 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -47628.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47649.875000 Penalty: 2883.808838
	Iteration 2Q: 3 clusters Score -47649.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47657.457031 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -47657.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47667.925781 Penalty: 2883.808838
	Iteration 4Q: 3 clusters Score -47667.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47671.671875 Penalty: 2883.808838
	Iteration 5Q: 3 clusters Score -47671.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47671.671875 Penalty: 2883.808838
	Iteration 6F: 3 clusters Score -47671.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -242392.546875 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -242392.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -239973.718750 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -239973.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -240411.687500 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -240411.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -240588.015625 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -240588 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -240734.000000 Penalty: 3683.273193
	Iteration 3F: 3 clusters Score -240734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -240871.531250 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -240871.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -240967.359375 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -240967.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -241055.343750 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -241055.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -241133.281250 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -241133.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -241182.890625 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -241182.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -241235.250000 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -241235.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -241269.984375 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -241270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -241290.468750 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -241290.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -241311.453125 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -241311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -241325.187500 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -241325.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -241337.781250 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -241337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -241343.562500 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -241343.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -241345.765625 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -241345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -241347.843750 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -241347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -241348.453125 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -241348.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -241348.781250 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -241348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -241349.703125 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -241349.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Entering Unmasked Estep 
Score: -17608000.000000 Penalty: 2882.454834
	Iteration 0F: 2 clusters Score -1.7608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -17536592.000000 Penalty: 5764.909668
	Iteration 0F: 3 clusters Score -1.753659e+07 nChanged 52849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -17566642.000000 Penalty: 5764.909668
	Iteration 1F: 3 clusters Score -1.756664e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -17567194.000000 Penalty: 5764.909668
	Iteration 2Q: 3 clusters Score -1.756719e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 56304 members 
Entering Unmasked Estep 
Score: -17567820.000000 Penalty: 5764.909668
	Iteration 3Q: 3 clusters Score -1.756782e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -17568408.000000 Penalty: 5764.909668
	Iteration 4Q: 3 clusters Score -1.756841e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -17569172.000000 Penalty: 5764.909668
	Iteration 5Q: 3 clusters Score -1.756917e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -17569984.000000 Penalty: 5764.909668
	Iteration 6Q: 3 clusters Score -1.756998e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -17570842.000000 Penalty: 5764.909668
	Iteration 7Q: 3 clusters Score -1.757084e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -17572050.000000 Penalty: 5764.909668
	Iteration 8Q: 3 clusters Score -1.757205e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -17573526.000000 Penalty: 5764.909668
	Iteration 9Q: 3 clusters Score -1.757353e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -17575456.000000 Penalty: 5764.909668
	Iteration 10Q: 3 clusters Score -1.757546e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -17578050.000000 Penalty: 5764.909668
	Iteration 11Q: 3 clusters Score -1.757805e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -17581236.000000 Penalty: 5764.909668
	Iteration 12Q: 3 clusters Score -1.758124e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -17584958.000000 Penalty: 5764.909668
	Iteration 13F: 3 clusters Score -1.758496e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -17588788.000000 Penalty: 5764.909668
	Iteration 14F: 3 clusters Score -1.758879e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 87817 members 
Entering Unmasked Estep 
Score: -17592760.000000 Penalty: 5764.909668
	Iteration 15F: 3 clusters Score -1.759276e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -17596368.000000 Penalty: 5764.909668
	Iteration 16Q: 3 clusters Score -1.759637e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 97677 members 
Entering Unmasked Estep 
Score: -17599540.000000 Penalty: 5764.909668
	Iteration 17Q: 3 clusters Score -1.759954e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -17601694.000000 Penalty: 5764.909668
	Iteration 18Q: 3 clusters Score -1.760169e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 104456 members 
Entering Unmasked Estep 
Score: -17603190.000000 Penalty: 5764.909668
	Iteration 19Q: 3 clusters Score -1.760319e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -17604000.000000 Penalty: 5764.909668
	Iteration 20F: 3 clusters Score -1.7604e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -17604640.000000 Penalty: 5764.909668
	Iteration 21Q: 3 clusters Score -1.760464e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 108900 members 
Entering Unmasked Estep 
Score: -17605144.000000 Penalty: 5764.909668
	Iteration 22Q: 3 clusters Score -1.760514e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 109515 members 
Entering Unmasked Estep 
Score: -17605266.000000 Penalty: 5764.909668
	Iteration 23Q: 3 clusters Score -1.760527e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 109926 members 
Entering Unmasked Estep 
Score: -17605422.000000 Penalty: 5764.909668
	Iteration 24Q: 3 clusters Score -1.760542e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 110206 members 
Entering Unmasked Estep 
Score: -17605492.000000 Penalty: 5764.909668
	Iteration 25Q: 3 clusters Score -1.760549e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 110378 members 
Entering Unmasked Estep 
Score: -17605520.000000 Penalty: 5764.909668
	Iteration 26Q: 3 clusters Score -1.760552e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -17605580.000000 Penalty: 5764.909668
	Iteration 27Q: 3 clusters Score -1.760558e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
Score: -17605606.000000 Penalty: 5764.909668
	Iteration 28Q: 3 clusters Score -1.760561e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 110612 members 
Entering Unmasked Estep 
Score: -17605620.000000 Penalty: 5764.909668
	Iteration 29Q: 3 clusters Score -1.760562e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -17605640.000000 Penalty: 5764.909668
	Iteration 30Q: 3 clusters Score -1.760564e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -17605654.000000 Penalty: 5764.909668
	Iteration 31Q: 3 clusters Score -1.760565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -17605664.000000 Penalty: 5764.909668
	Iteration 32Q: 3 clusters Score -1.760566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 110736 members 
Entering Unmasked Estep 
Score: -17605682.000000 Penalty: 5764.909668
	Iteration 33Q: 3 clusters Score -1.760568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 110755 members 
Entering Unmasked Estep 
Score: -17605696.000000 Penalty: 5764.909668
	Iteration 34Q: 3 clusters Score -1.76057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -17605704.000000 Penalty: 5764.909668
	Iteration 35Q: 3 clusters Score -1.76057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 110781 members 
Entering Unmasked Estep 
Score: -17605728.000000 Penalty: 5764.909668
	Iteration 36Q: 3 clusters Score -1.760573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 110789 members 
Entering Unmasked Estep 
Score: -17605732.000000 Penalty: 5764.909668
	Iteration 37Q: 3 clusters Score -1.760573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 110800 members 
Entering Unmasked Estep 
Score: -17605728.000000 Penalty: 5764.909668
	Iteration 38Q: 3 clusters Score -1.760573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -17605748.000000 Penalty: 5764.909668
	Iteration 39Q: 3 clusters Score -1.760575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -17605750.000000 Penalty: 5764.909668
	Iteration 40F: 3 clusters Score -1.760575e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -17605770.000000 Penalty: 5764.909668
	Iteration 41Q: 3 clusters Score -1.760577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 110841 members 
Entering Unmasked Estep 
Score: -17605764.000000 Penalty: 5764.909668
	Iteration 42Q: 3 clusters Score -1.760576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 110848 members 
Entering Unmasked Estep 
Score: -17605756.000000 Penalty: 5764.909668
	Iteration 43Q: 3 clusters Score -1.760576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -17605758.000000 Penalty: 5764.909668
	Iteration 44Q: 3 clusters Score -1.760576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -17605768.000000 Penalty: 5764.909668
	Iteration 45Q: 3 clusters Score -1.760577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 110872 members 
Entering Unmasked Estep 
Score: -17605780.000000 Penalty: 5764.909668
	Iteration 46Q: 3 clusters Score -1.760578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -17605782.000000 Penalty: 5764.909668
	Iteration 47Q: 3 clusters Score -1.760578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -17605772.000000 Penalty: 5764.909668
	Iteration 48Q: 3 clusters Score -1.760577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 110881 members 
Entering Unmasked Estep 
Score: -17605786.000000 Penalty: 5764.909668
	Iteration 49Q: 3 clusters Score -1.760579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 110886 members 
Entering Unmasked Estep 
Score: -17605790.000000 Penalty: 5764.909668
	Iteration 50Q: 3 clusters Score -1.760579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 110887 members 
Entering Unmasked Estep 
Score: -17605792.000000 Penalty: 5764.909668
	Iteration 51Q: 3 clusters Score -1.760579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 110888 members 
Entering Unmasked Estep 
Score: -17605788.000000 Penalty: 5764.909668
	Iteration 52Q: 3 clusters Score -1.760579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -17605794.000000 Penalty: 5764.909668
	Iteration 53Q: 3 clusters Score -1.760579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -17605786.000000 Penalty: 5764.909668
	Iteration 54Q: 3 clusters Score -1.760579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -17605786.000000 Penalty: 5764.909668
	Iteration 55F: 3 clusters Score -1.760579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -27356.367188 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -27356.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26491.562500 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -26491.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26619.488281 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -26619.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26719.802734 Penalty: 2675.239258
	Iteration 2F: 3 clusters Score -26719.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26775.556641 Penalty: 2675.239258
	Iteration 3F: 3 clusters Score -26775.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26790.951172 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -26790.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26817.257812 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -26817.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26853.253906 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -26853.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26853.253906 Penalty: 2675.239258
	Iteration 7F: 3 clusters Score -26853.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Entering Unmasked Estep 
Score: -5406581.000000 Penalty: 2594.196777
	Iteration 0F: 2 clusters Score -5406581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5382915.000000 Penalty: 5188.393555
	Iteration 0F: 3 clusters Score -5382915 nChanged 15894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5391509.000000 Penalty: 5188.393555
	Iteration 1F: 3 clusters Score -5391509 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -5391932.000000 Penalty: 5188.393555
	Iteration 2Q: 3 clusters Score -5391932 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -5392348.000000 Penalty: 5188.393555
	Iteration 3Q: 3 clusters Score -5392348 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -5392646.500000 Penalty: 5188.393555
	Iteration 4Q: 3 clusters Score -5392646 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -5392976.000000 Penalty: 5188.393555
	Iteration 5Q: 3 clusters Score -5392976 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -5393290.500000 Penalty: 5188.393555
	Iteration 6Q: 3 clusters Score -5393290 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5393566.000000 Penalty: 5188.393555
	Iteration 7Q: 3 clusters Score -5393566 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -5393874.500000 Penalty: 5188.393555
	Iteration 8Q: 3 clusters Score -5393874 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -5394109.000000 Penalty: 5188.393555
	Iteration 9Q: 3 clusters Score -5394109 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -5394362.500000 Penalty: 5188.393555
	Iteration 10Q: 3 clusters Score -5394362 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5394542.000000 Penalty: 5188.393555
	Iteration 11Q: 3 clusters Score -5394542 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -5394719.000000 Penalty: 5188.393555
	Iteration 12Q: 3 clusters Score -5394719 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5394898.500000 Penalty: 5188.393555
	Iteration 13Q: 3 clusters Score -5394898 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5395052.000000 Penalty: 5188.393555
	Iteration 14Q: 3 clusters Score -5395052 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -5395214.000000 Penalty: 5188.393555
	Iteration 15Q: 3 clusters Score -5395214 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5395331.500000 Penalty: 5188.393555
	Iteration 16Q: 3 clusters Score -5395332 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -5395456.000000 Penalty: 5188.393555
	Iteration 17Q: 3 clusters Score -5395456 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -5395630.500000 Penalty: 5188.393555
	Iteration 18Q: 3 clusters Score -5395630 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5395790.500000 Penalty: 5188.393555
	Iteration 19Q: 3 clusters Score -5395790 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -5395964.000000 Penalty: 5188.393555
	Iteration 20F: 3 clusters Score -5395964 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5396224.000000 Penalty: 5188.393555
	Iteration 21Q: 3 clusters Score -5396224 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5396541.500000 Penalty: 5188.393555
	Iteration 22Q: 3 clusters Score -5396542 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -5396970.000000 Penalty: 5188.393555
	Iteration 23Q: 3 clusters Score -5396970 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5397533.500000 Penalty: 5188.393555
	Iteration 24Q: 3 clusters Score -5397534 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -5398215.000000 Penalty: 5188.393555
	Iteration 25Q: 3 clusters Score -5398215 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5399017.000000 Penalty: 5188.393555
	Iteration 26Q: 3 clusters Score -5399017 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -5399902.500000 Penalty: 5188.393555
	Iteration 27Q: 3 clusters Score -5399902 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -5400939.000000 Penalty: 5188.393555
	Iteration 28Q: 3 clusters Score -5400939 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5401885.000000 Penalty: 5188.393555
	Iteration 29Q: 3 clusters Score -5401885 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -5402658.000000 Penalty: 5188.393555
	Iteration 30Q: 3 clusters Score -5402658 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -5403210.000000 Penalty: 5188.393555
	Iteration 31Q: 3 clusters Score -5403210 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -5403622.500000 Penalty: 5188.393555
	Iteration 32Q: 3 clusters Score -5403622 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -5403873.500000 Penalty: 5188.393555
	Iteration 33Q: 3 clusters Score -5403874 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -5404037.500000 Penalty: 5188.393555
	Iteration 34Q: 3 clusters Score -5404038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -5404127.500000 Penalty: 5188.393555
	Iteration 35Q: 3 clusters Score -5404128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -5404199.500000 Penalty: 5188.393555
	Iteration 36Q: 3 clusters Score -5404200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -5404254.000000 Penalty: 5188.393555
	Iteration 37Q: 3 clusters Score -5404254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -5404291.000000 Penalty: 5188.393555
	Iteration 38Q: 3 clusters Score -5404291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -5404324.000000 Penalty: 5188.393555
	Iteration 39Q: 3 clusters Score -5404324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -5404353.500000 Penalty: 5188.393555
	Iteration 40F: 3 clusters Score -5404354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5404373.500000 Penalty: 5188.393555
	Iteration 41Q: 3 clusters Score -5404374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -5404388.500000 Penalty: 5188.393555
	Iteration 42Q: 3 clusters Score -5404388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -5404388.500000 Penalty: 5188.393555
	Iteration 43Q: 3 clusters Score -5404388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -5404389.000000 Penalty: 5188.393555
	Iteration 44Q: 3 clusters Score -5404389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -5404391.000000 Penalty: 5188.393555
	Iteration 45Q: 3 clusters Score -5404391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -5404392.000000 Penalty: 5188.393555
	Iteration 46Q: 3 clusters Score -5404392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -5404392.000000 Penalty: 5188.393555
	Iteration 47F: 3 clusters Score -5404392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Entering Unmasked Estep 
Score: -823086.250000 Penalty: 2142.134521
	Iteration 0F: 2 clusters Score -823086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -818181.437500 Penalty: 4284.269043
	Iteration 0F: 3 clusters Score -818181.4 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -819461.312500 Penalty: 4284.269043
	Iteration 1F: 3 clusters Score -819461.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -819730.000000 Penalty: 4284.269043
	Iteration 2F: 3 clusters Score -819730 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -819898.187500 Penalty: 4284.269043
	Iteration 3F: 3 clusters Score -819898.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -820027.937500 Penalty: 4284.269043
	Iteration 4Q: 3 clusters Score -820027.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -820127.937500 Penalty: 4284.269043
	Iteration 5Q: 3 clusters Score -820127.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -820213.625000 Penalty: 4284.269043
	Iteration 6Q: 3 clusters Score -820213.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -820293.562500 Penalty: 4284.269043
	Iteration 7Q: 3 clusters Score -820293.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -820368.812500 Penalty: 4284.269043
	Iteration 8Q: 3 clusters Score -820368.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -820428.312500 Penalty: 4284.269043
	Iteration 9Q: 3 clusters Score -820428.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -820470.937500 Penalty: 4284.269043
	Iteration 10Q: 3 clusters Score -820470.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -820497.750000 Penalty: 4284.269043
	Iteration 11Q: 3 clusters Score -820497.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -820526.875000 Penalty: 4284.269043
	Iteration 12Q: 3 clusters Score -820526.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -820553.000000 Penalty: 4284.269043
	Iteration 13Q: 3 clusters Score -820553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -820573.750000 Penalty: 4284.269043
	Iteration 14Q: 3 clusters Score -820573.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -820599.062500 Penalty: 4284.269043
	Iteration 15Q: 3 clusters Score -820599.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -820628.750000 Penalty: 4284.269043
	Iteration 16Q: 3 clusters Score -820628.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -820654.625000 Penalty: 4284.269043
	Iteration 17Q: 3 clusters Score -820654.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -820672.312500 Penalty: 4284.269043
	Iteration 18Q: 3 clusters Score -820672.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -820688.937500 Penalty: 4284.269043
	Iteration 19Q: 3 clusters Score -820688.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -820714.125000 Penalty: 4284.269043
	Iteration 20F: 3 clusters Score -820714.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -820731.500000 Penalty: 4284.269043
	Iteration 21Q: 3 clusters Score -820731.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -820754.500000 Penalty: 4284.269043
	Iteration 22Q: 3 clusters Score -820754.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -820783.000000 Penalty: 4284.269043
	Iteration 23Q: 3 clusters Score -820783 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -820807.250000 Penalty: 4284.269043
	Iteration 24Q: 3 clusters Score -820807.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -820833.562500 Penalty: 4284.269043
	Iteration 25Q: 3 clusters Score -820833.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -820859.562500 Penalty: 4284.269043
	Iteration 26Q: 3 clusters Score -820859.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -820879.187500 Penalty: 4284.269043
	Iteration 27Q: 3 clusters Score -820879.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -820900.062500 Penalty: 4284.269043
	Iteration 28Q: 3 clusters Score -820900.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -820918.687500 Penalty: 4284.269043
	Iteration 29Q: 3 clusters Score -820918.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -820939.125000 Penalty: 4284.269043
	Iteration 30Q: 3 clusters Score -820939.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -820957.875000 Penalty: 4284.269043
	Iteration 31Q: 3 clusters Score -820957.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -820982.250000 Penalty: 4284.269043
	Iteration 32Q: 3 clusters Score -820982.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -820997.625000 Penalty: 4284.269043
	Iteration 33Q: 3 clusters Score -820997.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -821011.750000 Penalty: 4284.269043
	Iteration 34Q: 3 clusters Score -821011.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -821022.437500 Penalty: 4284.269043
	Iteration 35Q: 3 clusters Score -821022.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -821027.875000 Penalty: 4284.269043
	Iteration 36Q: 3 clusters Score -821027.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -821038.750000 Penalty: 4284.269043
	Iteration 37Q: 3 clusters Score -821038.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -821049.375000 Penalty: 4284.269043
	Iteration 38Q: 3 clusters Score -821049.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -821065.875000 Penalty: 4284.269043
	Iteration 39Q: 3 clusters Score -821065.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -821077.562500 Penalty: 4284.269043
	Iteration 40F: 3 clusters Score -821077.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -821098.312500 Penalty: 4284.269043
	Iteration 41Q: 3 clusters Score -821098.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -821111.687500 Penalty: 4284.269043
	Iteration 42Q: 3 clusters Score -821111.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -821127.875000 Penalty: 4284.269043
	Iteration 43Q: 3 clusters Score -821127.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -821144.875000 Penalty: 4284.269043
	Iteration 44Q: 3 clusters Score -821144.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -821159.625000 Penalty: 4284.269043
	Iteration 45Q: 3 clusters Score -821159.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -821170.562500 Penalty: 4284.269043
	Iteration 46Q: 3 clusters Score -821170.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -821188.562500 Penalty: 4284.269043
	Iteration 47Q: 3 clusters Score -821188.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -821205.625000 Penalty: 4284.269043
	Iteration 48Q: 3 clusters Score -821205.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -821215.187500 Penalty: 4284.269043
	Iteration 49Q: 3 clusters Score -821215.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -821230.000000 Penalty: 4284.269043
	Iteration 50Q: 3 clusters Score -821230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -821249.125000 Penalty: 4284.269043
	Iteration 51Q: 3 clusters Score -821249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -821263.937500 Penalty: 4284.269043
	Iteration 52Q: 3 clusters Score -821263.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -821280.687500 Penalty: 4284.269043
	Iteration 53Q: 3 clusters Score -821280.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -821306.125000 Penalty: 4284.269043
	Iteration 54Q: 3 clusters Score -821306.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -821349.500000 Penalty: 4284.269043
	Iteration 55Q: 3 clusters Score -821349.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -821419.437500 Penalty: 4284.269043
	Iteration 56Q: 3 clusters Score -821419.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -821523.375000 Penalty: 4284.269043
	Iteration 57Q: 3 clusters Score -821523.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -821641.062500 Penalty: 4284.269043
	Iteration 58Q: 3 clusters Score -821641.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -821702.750000 Penalty: 4284.269043
	Iteration 59Q: 3 clusters Score -821702.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -821728.000000 Penalty: 4284.269043
	Iteration 60F: 3 clusters Score -821728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -821746.500000 Penalty: 4284.269043
	Iteration 61Q: 3 clusters Score -821746.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -821755.875000 Penalty: 4284.269043
	Iteration 62Q: 3 clusters Score -821755.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -821761.437500 Penalty: 4284.269043
	Iteration 63Q: 3 clusters Score -821761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -821763.187500 Penalty: 4284.269043
	Iteration 64Q: 3 clusters Score -821763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -821763.000000 Penalty: 4284.269043
	Iteration 65Q: 3 clusters Score -821763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -821763.000000 Penalty: 4284.269043
	Iteration 66F: 3 clusters Score -821763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -30480.007812 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -30480.01 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 180 members 
Entering Unmasked Estep 
Score: -29475.906250 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -29475.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29868.628906 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -29868.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30065.976562 Penalty: 2895.514160
	Iteration 2F: 3 clusters Score -30065.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30213.417969 Penalty: 2895.514160
	Iteration 3F: 3 clusters Score -30213.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30266.169922 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -30266.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30357.712891 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -30357.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30394.927734 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -30394.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30448.433594 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -30448.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30512.181641 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -30512.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30603.455078 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -30603.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30682.636719 Penalty: 2895.514160
	Iteration 10Q: 3 clusters Score -30682.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30737.439453 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -30737.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30739.382812 Penalty: 2895.514160
	Iteration 12Q: 3 clusters Score -30739.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30742.867188 Penalty: 2895.514160
	Iteration 13Q: 3 clusters Score -30742.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30748.761719 Penalty: 2895.514160
	Iteration 14F: 3 clusters Score -30748.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30815.882812 Penalty: 2895.514160
	Iteration 15Q: 3 clusters Score -30815.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30892.410156 Penalty: 2895.514160
	Iteration 16Q: 3 clusters Score -30892.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31096.589844 Penalty: 2895.514160
	Iteration 17Q: 3 clusters Score -31096.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31121.142578 Penalty: 2895.514160
	Iteration 18Q: 3 clusters Score -31121.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31123.140625 Penalty: 2895.514160
	Iteration 19F: 3 clusters Score -31123.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31136.023438 Penalty: 2895.514160
	Iteration 20F: 3 clusters Score -31136.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31146.234375 Penalty: 2895.514160
	Iteration 21Q: 3 clusters Score -31146.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31157.123047 Penalty: 2895.514160
	Iteration 22Q: 3 clusters Score -31157.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31157.123047 Penalty: 2895.514160
	Iteration 23F: 3 clusters Score -31157.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111614 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34908 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 100 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10951 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123258 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101470 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Mstep: Class 44 contains 243 members 
Entering Unmasked Estep 
Score: -86710296.000000 Penalty: 144519.937500
Splitting cluster 8 changes total score from -86711560.000000 to -86710296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Entering Unmasked Estep 
Score: -1293056.375000 Penalty: 2232.578369
	Iteration 0F: 2 clusters Score -1293056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1286583.000000 Penalty: 4465.156738
	Iteration 0F: 3 clusters Score -1286583 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1288365.125000 Penalty: 4465.156738
	Iteration 1F: 3 clusters Score -1288365 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1288746.000000 Penalty: 4465.156738
	Iteration 2F: 3 clusters Score -1288746 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1289109.625000 Penalty: 4465.156738
	Iteration 3F: 3 clusters Score -1289110 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1289473.375000 Penalty: 4465.156738
	Iteration 4F: 3 clusters Score -1289473 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1289899.750000 Penalty: 4465.156738
	Iteration 5F: 3 clusters Score -1289900 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1290297.875000 Penalty: 4465.156738
	Iteration 6F: 3 clusters Score -1290298 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1290650.625000 Penalty: 4465.156738
	Iteration 7F: 3 clusters Score -1290651 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1290932.875000 Penalty: 4465.156738
	Iteration 8Q: 3 clusters Score -1290933 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1291107.125000 Penalty: 4465.156738
	Iteration 9Q: 3 clusters Score -1291107 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1291233.375000 Penalty: 4465.156738
	Iteration 10Q: 3 clusters Score -1291233 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1291331.625000 Penalty: 4465.156738
	Iteration 11Q: 3 clusters Score -1291332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1291403.375000 Penalty: 4465.156738
	Iteration 12Q: 3 clusters Score -1291403 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1291469.000000 Penalty: 4465.156738
	Iteration 13Q: 3 clusters Score -1291469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1291524.500000 Penalty: 4465.156738
	Iteration 14Q: 3 clusters Score -1291524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1291565.750000 Penalty: 4465.156738
	Iteration 15Q: 3 clusters Score -1291566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1291591.750000 Penalty: 4465.156738
	Iteration 16Q: 3 clusters Score -1291592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1291608.750000 Penalty: 4465.156738
	Iteration 17Q: 3 clusters Score -1291609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1291624.375000 Penalty: 4465.156738
	Iteration 18Q: 3 clusters Score -1291624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1291632.375000 Penalty: 4465.156738
	Iteration 19Q: 3 clusters Score -1291632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1291637.625000 Penalty: 4465.156738
	Iteration 20F: 3 clusters Score -1291638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1291640.375000 Penalty: 4465.156738
	Iteration 21Q: 3 clusters Score -1291640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1291648.375000 Penalty: 4465.156738
	Iteration 22Q: 3 clusters Score -1291648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1291649.250000 Penalty: 4465.156738
	Iteration 23Q: 3 clusters Score -1291649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1291652.000000 Penalty: 4465.156738
	Iteration 24Q: 3 clusters Score -1291652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1291654.625000 Penalty: 4465.156738
	Iteration 25Q: 3 clusters Score -1291655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1291654.375000 Penalty: 4465.156738
	Iteration 26Q: 3 clusters Score -1291654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1291657.375000 Penalty: 4465.156738
	Iteration 27Q: 3 clusters Score -1291657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1291657.375000 Penalty: 4465.156738
	Iteration 28Q: 3 clusters Score -1291657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1291657.000000 Penalty: 4465.156738
	Iteration 29Q: 3 clusters Score -1291657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1291660.125000 Penalty: 4465.156738
	Iteration 30Q: 3 clusters Score -1291660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1291659.500000 Penalty: 4465.156738
	Iteration 31Q: 3 clusters Score -1291660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1291659.250000 Penalty: 4465.156738
	Iteration 32Q: 3 clusters Score -1291659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1291659.250000 Penalty: 4465.156738
	Iteration 33F: 3 clusters Score -1291659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Entering Unmasked Estep 
Score: -4536177.000000 Penalty: 2551.458008
	Iteration 0F: 2 clusters Score -4536177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4516003.000000 Penalty: 5102.916016
	Iteration 0F: 3 clusters Score -4516003 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4522966.000000 Penalty: 5102.916016
	Iteration 1F: 3 clusters Score -4522966 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4523404.500000 Penalty: 5102.916016
	Iteration 2Q: 3 clusters Score -4523404 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -4523816.500000 Penalty: 5102.916016
	Iteration 3Q: 3 clusters Score -4523816 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4524266.500000 Penalty: 5102.916016
	Iteration 4Q: 3 clusters Score -4524266 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4524695.000000 Penalty: 5102.916016
	Iteration 5Q: 3 clusters Score -4524695 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -4525246.000000 Penalty: 5102.916016
	Iteration 6Q: 3 clusters Score -4525246 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4525973.000000 Penalty: 5102.916016
	Iteration 7Q: 3 clusters Score -4525973 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4526979.000000 Penalty: 5102.916016
	Iteration 8F: 3 clusters Score -4526979 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -4528274.000000 Penalty: 5102.916016
	Iteration 9F: 3 clusters Score -4528274 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -4529689.000000 Penalty: 5102.916016
	Iteration 10F: 3 clusters Score -4529689 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -4531070.500000 Penalty: 5102.916016
	Iteration 11F: 3 clusters Score -4531070 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -4532112.500000 Penalty: 5102.916016
	Iteration 12Q: 3 clusters Score -4532112 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -4532833.000000 Penalty: 5102.916016
	Iteration 13Q: 3 clusters Score -4532833 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4533273.500000 Penalty: 5102.916016
	Iteration 14Q: 3 clusters Score -4533274 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -4533523.500000 Penalty: 5102.916016
	Iteration 15Q: 3 clusters Score -4533524 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4533682.000000 Penalty: 5102.916016
	Iteration 16Q: 3 clusters Score -4533682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4533767.500000 Penalty: 5102.916016
	Iteration 17Q: 3 clusters Score -4533768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4533827.500000 Penalty: 5102.916016
	Iteration 18Q: 3 clusters Score -4533828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4533865.500000 Penalty: 5102.916016
	Iteration 19Q: 3 clusters Score -4533866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4533896.000000 Penalty: 5102.916016
	Iteration 20F: 3 clusters Score -4533896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4533908.500000 Penalty: 5102.916016
	Iteration 21Q: 3 clusters Score -4533908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4533928.000000 Penalty: 5102.916016
	Iteration 22Q: 3 clusters Score -4533928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4533946.000000 Penalty: 5102.916016
	Iteration 23Q: 3 clusters Score -4533946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4533950.500000 Penalty: 5102.916016
	Iteration 24Q: 3 clusters Score -4533950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -4533965.000000 Penalty: 5102.916016
	Iteration 25Q: 3 clusters Score -4533965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -4533973.500000 Penalty: 5102.916016
	Iteration 26Q: 3 clusters Score -4533974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4533983.000000 Penalty: 5102.916016
	Iteration 27Q: 3 clusters Score -4533983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -4533993.500000 Penalty: 5102.916016
	Iteration 28Q: 3 clusters Score -4533994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4533997.500000 Penalty: 5102.916016
	Iteration 29Q: 3 clusters Score -4533998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4533997.500000 Penalty: 5102.916016
	Iteration 30Q: 3 clusters Score -4533998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4533999.500000 Penalty: 5102.916016
	Iteration 31Q: 3 clusters Score -4534000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4533999.500000 Penalty: 5102.916016
	Iteration 32F: 3 clusters Score -4534000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -1099652.750000 Penalty: 2194.287842
	Iteration 0F: 2 clusters Score -1099653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1093940.375000 Penalty: 4388.575684
	Iteration 0F: 3 clusters Score -1093940 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1095383.875000 Penalty: 4388.575684
	Iteration 1F: 3 clusters Score -1095384 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1095630.250000 Penalty: 4388.575684
	Iteration 2F: 3 clusters Score -1095630 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1095776.000000 Penalty: 4388.575684
	Iteration 3Q: 3 clusters Score -1095776 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1095877.000000 Penalty: 4388.575684
	Iteration 4Q: 3 clusters Score -1095877 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1095954.125000 Penalty: 4388.575684
	Iteration 5Q: 3 clusters Score -1095954 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1096006.500000 Penalty: 4388.575684
	Iteration 6Q: 3 clusters Score -1096006 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1096045.000000 Penalty: 4388.575684
	Iteration 7Q: 3 clusters Score -1096045 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1096086.875000 Penalty: 4388.575684
	Iteration 8Q: 3 clusters Score -1096087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1096122.500000 Penalty: 4388.575684
	Iteration 9Q: 3 clusters Score -1096122 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1096147.625000 Penalty: 4388.575684
	Iteration 10Q: 3 clusters Score -1096148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1096167.375000 Penalty: 4388.575684
	Iteration 11Q: 3 clusters Score -1096167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1096186.250000 Penalty: 4388.575684
	Iteration 12Q: 3 clusters Score -1096186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1096209.750000 Penalty: 4388.575684
	Iteration 13Q: 3 clusters Score -1096210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1096228.375000 Penalty: 4388.575684
	Iteration 14Q: 3 clusters Score -1096228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1096258.000000 Penalty: 4388.575684
	Iteration 15Q: 3 clusters Score -1096258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1096278.125000 Penalty: 4388.575684
	Iteration 16Q: 3 clusters Score -1096278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1096308.625000 Penalty: 4388.575684
	Iteration 17Q: 3 clusters Score -1096309 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1096337.625000 Penalty: 4388.575684
	Iteration 18Q: 3 clusters Score -1096338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1096389.750000 Penalty: 4388.575684
	Iteration 19Q: 3 clusters Score -1096390 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1096458.500000 Penalty: 4388.575684
	Iteration 20F: 3 clusters Score -1096458 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1096547.375000 Penalty: 4388.575684
	Iteration 21Q: 3 clusters Score -1096547 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1096642.750000 Penalty: 4388.575684
	Iteration 22Q: 3 clusters Score -1096643 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1096751.500000 Penalty: 4388.575684
	Iteration 23Q: 3 clusters Score -1096752 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1096881.125000 Penalty: 4388.575684
	Iteration 24Q: 3 clusters Score -1096881 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1097043.875000 Penalty: 4388.575684
	Iteration 25Q: 3 clusters Score -1097044 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1097276.125000 Penalty: 4388.575684
	Iteration 26Q: 3 clusters Score -1097276 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1097506.750000 Penalty: 4388.575684
	Iteration 27Q: 3 clusters Score -1097507 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1097716.500000 Penalty: 4388.575684
	Iteration 28Q: 3 clusters Score -1097716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1097862.500000 Penalty: 4388.575684
	Iteration 29Q: 3 clusters Score -1097862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1097979.500000 Penalty: 4388.575684
	Iteration 30Q: 3 clusters Score -1097980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1098043.750000 Penalty: 4388.575684
	Iteration 31Q: 3 clusters Score -1098044 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1098074.250000 Penalty: 4388.575684
	Iteration 32Q: 3 clusters Score -1098074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1098091.125000 Penalty: 4388.575684
	Iteration 33Q: 3 clusters Score -1098091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1098102.375000 Penalty: 4388.575684
	Iteration 34Q: 3 clusters Score -1098102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1098113.625000 Penalty: 4388.575684
	Iteration 35Q: 3 clusters Score -1098114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1098114.625000 Penalty: 4388.575684
	Iteration 36Q: 3 clusters Score -1098115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1098116.500000 Penalty: 4388.575684
	Iteration 37Q: 3 clusters Score -1098116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1098118.000000 Penalty: 4388.575684
	Iteration 38Q: 3 clusters Score -1098118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1098119.500000 Penalty: 4388.575684
	Iteration 39Q: 3 clusters Score -1098120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1098119.875000 Penalty: 4388.575684
	Iteration 40F: 3 clusters Score -1098120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1098121.500000 Penalty: 4388.575684
	Iteration 41Q: 3 clusters Score -1098122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1098122.750000 Penalty: 4388.575684
	Iteration 42Q: 3 clusters Score -1098123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1098122.750000 Penalty: 4388.575684
	Iteration 43F: 3 clusters Score -1098123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -449890.656250 Penalty: 1974.246704
	Iteration 0F: 2 clusters Score -449890.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -446744.031250 Penalty: 3948.493408
	Iteration 0F: 3 clusters Score -446744 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -447398.250000 Penalty: 3948.493408
	Iteration 1F: 3 clusters Score -447398.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -447564.156250 Penalty: 3948.493408
	Iteration 2F: 3 clusters Score -447564.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -447651.875000 Penalty: 3948.493408
	Iteration 3Q: 3 clusters Score -447651.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -447731.937500 Penalty: 3948.493408
	Iteration 4Q: 3 clusters Score -447731.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -447800.000000 Penalty: 3948.493408
	Iteration 5Q: 3 clusters Score -447800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -447868.500000 Penalty: 3948.493408
	Iteration 6Q: 3 clusters Score -447868.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -447938.000000 Penalty: 3948.493408
	Iteration 7Q: 3 clusters Score -447938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -448014.406250 Penalty: 3948.493408
	Iteration 8Q: 3 clusters Score -448014.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -448091.343750 Penalty: 3948.493408
	Iteration 9Q: 3 clusters Score -448091.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -448152.468750 Penalty: 3948.493408
	Iteration 10Q: 3 clusters Score -448152.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -448206.250000 Penalty: 3948.493408
	Iteration 11Q: 3 clusters Score -448206.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -448248.750000 Penalty: 3948.493408
	Iteration 12Q: 3 clusters Score -448248.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -448286.218750 Penalty: 3948.493408
	Iteration 13Q: 3 clusters Score -448286.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -448319.125000 Penalty: 3948.493408
	Iteration 14Q: 3 clusters Score -448319.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -448346.625000 Penalty: 3948.493408
	Iteration 15Q: 3 clusters Score -448346.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -448373.312500 Penalty: 3948.493408
	Iteration 16Q: 3 clusters Score -448373.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -448398.000000 Penalty: 3948.493408
	Iteration 17Q: 3 clusters Score -448398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -448429.062500 Penalty: 3948.493408
	Iteration 18Q: 3 clusters Score -448429.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -448450.437500 Penalty: 3948.493408
	Iteration 19Q: 3 clusters Score -448450.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -448473.281250 Penalty: 3948.493408
	Iteration 20F: 3 clusters Score -448473.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -448499.468750 Penalty: 3948.493408
	Iteration 21Q: 3 clusters Score -448499.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -448525.031250 Penalty: 3948.493408
	Iteration 22Q: 3 clusters Score -448525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -448544.906250 Penalty: 3948.493408
	Iteration 23Q: 3 clusters Score -448544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -448560.343750 Penalty: 3948.493408
	Iteration 24Q: 3 clusters Score -448560.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -448574.812500 Penalty: 3948.493408
	Iteration 25Q: 3 clusters Score -448574.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -448588.500000 Penalty: 3948.493408
	Iteration 26Q: 3 clusters Score -448588.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -448594.375000 Penalty: 3948.493408
	Iteration 27Q: 3 clusters Score -448594.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -448600.687500 Penalty: 3948.493408
	Iteration 28Q: 3 clusters Score -448600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -448602.875000 Penalty: 3948.493408
	Iteration 29Q: 3 clusters Score -448602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -448605.468750 Penalty: 3948.493408
	Iteration 30Q: 3 clusters Score -448605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -448606.875000 Penalty: 3948.493408
	Iteration 31Q: 3 clusters Score -448606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -448609.031250 Penalty: 3948.493408
	Iteration 32Q: 3 clusters Score -448609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -448609.687500 Penalty: 3948.493408
	Iteration 33Q: 3 clusters Score -448609.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -448609.687500 Penalty: 3948.493408
	Iteration 34F: 3 clusters Score -448609.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -197318.640625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -197318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195140.625000 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -195140.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -195495.984375 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -195496 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -195607.937500 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -195607.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195667.015625 Penalty: 3576.565918
	Iteration 3Q: 3 clusters Score -195667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -195694.625000 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -195694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195702.859375 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -195702.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195709.234375 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -195709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195713.531250 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -195713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195717.359375 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -195717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195721.437500 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -195721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195723.515625 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -195723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -195726.203125 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -195726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -195726.953125 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -195727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -195726.953125 Penalty: 3576.565918
	Iteration 13F: 3 clusters Score -195727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Entering Unmasked Estep 
Score: -1744957.250000 Penalty: 2306.694092
	Iteration 0F: 2 clusters Score -1744957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1736633.125000 Penalty: 4613.388184
	Iteration 0F: 3 clusters Score -1736633 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1739105.375000 Penalty: 4613.388184
	Iteration 1F: 3 clusters Score -1739105 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1739448.375000 Penalty: 4613.388184
	Iteration 2F: 3 clusters Score -1739448 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1739688.250000 Penalty: 4613.388184
	Iteration 3F: 3 clusters Score -1739688 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1739882.500000 Penalty: 4613.388184
	Iteration 4Q: 3 clusters Score -1739882 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1740046.125000 Penalty: 4613.388184
	Iteration 5Q: 3 clusters Score -1740046 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1740210.750000 Penalty: 4613.388184
	Iteration 6Q: 3 clusters Score -1740211 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1740365.000000 Penalty: 4613.388184
	Iteration 7Q: 3 clusters Score -1740365 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1740502.125000 Penalty: 4613.388184
	Iteration 8Q: 3 clusters Score -1740502 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1740653.000000 Penalty: 4613.388184
	Iteration 9Q: 3 clusters Score -1740653 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1740828.500000 Penalty: 4613.388184
	Iteration 10Q: 3 clusters Score -1740828 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1741026.875000 Penalty: 4613.388184
	Iteration 11Q: 3 clusters Score -1741027 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1741251.000000 Penalty: 4613.388184
	Iteration 12Q: 3 clusters Score -1741251 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1741496.250000 Penalty: 4613.388184
	Iteration 13Q: 3 clusters Score -1741496 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1741737.875000 Penalty: 4613.388184
	Iteration 14Q: 3 clusters Score -1741738 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1741982.625000 Penalty: 4613.388184
	Iteration 15Q: 3 clusters Score -1741983 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1742158.750000 Penalty: 4613.388184
	Iteration 16Q: 3 clusters Score -1742159 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1742275.750000 Penalty: 4613.388184
	Iteration 17Q: 3 clusters Score -1742276 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1742348.500000 Penalty: 4613.388184
	Iteration 18Q: 3 clusters Score -1742348 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1742410.250000 Penalty: 4613.388184
	Iteration 19Q: 3 clusters Score -1742410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1742453.875000 Penalty: 4613.388184
	Iteration 20F: 3 clusters Score -1742454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1742476.250000 Penalty: 4613.388184
	Iteration 21Q: 3 clusters Score -1742476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1742493.000000 Penalty: 4613.388184
	Iteration 22Q: 3 clusters Score -1742493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1742509.000000 Penalty: 4613.388184
	Iteration 23Q: 3 clusters Score -1742509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1742516.000000 Penalty: 4613.388184
	Iteration 24Q: 3 clusters Score -1742516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1742528.250000 Penalty: 4613.388184
	Iteration 25Q: 3 clusters Score -1742528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1742537.375000 Penalty: 4613.388184
	Iteration 26Q: 3 clusters Score -1742537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1742539.500000 Penalty: 4613.388184
	Iteration 27Q: 3 clusters Score -1742540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1742545.375000 Penalty: 4613.388184
	Iteration 28Q: 3 clusters Score -1742545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1742555.000000 Penalty: 4613.388184
	Iteration 29Q: 3 clusters Score -1742555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1742556.125000 Penalty: 4613.388184
	Iteration 30Q: 3 clusters Score -1742556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1742558.500000 Penalty: 4613.388184
	Iteration 31Q: 3 clusters Score -1742558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1742559.625000 Penalty: 4613.388184
	Iteration 32Q: 3 clusters Score -1742560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1742561.500000 Penalty: 4613.388184
	Iteration 33Q: 3 clusters Score -1742562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1742561.375000 Penalty: 4613.388184
	Iteration 34Q: 3 clusters Score -1742561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1742562.500000 Penalty: 4613.388184
	Iteration 35Q: 3 clusters Score -1742562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1742563.250000 Penalty: 4613.388184
	Iteration 36Q: 3 clusters Score -1742563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1742573.375000 Penalty: 4613.388184
	Iteration 37Q: 3 clusters Score -1742573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1742571.750000 Penalty: 4613.388184
	Iteration 38Q: 3 clusters Score -1742572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1742575.500000 Penalty: 4613.388184
	Iteration 39Q: 3 clusters Score -1742576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1742584.875000 Penalty: 4613.388184
	Iteration 40F: 3 clusters Score -1742585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1742585.375000 Penalty: 4613.388184
	Iteration 41Q: 3 clusters Score -1742585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1742587.125000 Penalty: 4613.388184
	Iteration 42Q: 3 clusters Score -1742587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1742591.000000 Penalty: 4613.388184
	Iteration 43Q: 3 clusters Score -1742591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1742592.875000 Penalty: 4613.388184
	Iteration 44Q: 3 clusters Score -1742593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1742595.250000 Penalty: 4613.388184
	Iteration 45Q: 3 clusters Score -1742595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1742596.625000 Penalty: 4613.388184
	Iteration 46Q: 3 clusters Score -1742597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1742598.750000 Penalty: 4613.388184
	Iteration 47Q: 3 clusters Score -1742599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1742604.625000 Penalty: 4613.388184
	Iteration 48Q: 3 clusters Score -1742605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1742611.750000 Penalty: 4613.388184
	Iteration 49Q: 3 clusters Score -1742612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1742609.500000 Penalty: 4613.388184
	Iteration 50Q: 3 clusters Score -1742610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1742619.750000 Penalty: 4613.388184
	Iteration 51Q: 3 clusters Score -1742620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1742625.500000 Penalty: 4613.388184
	Iteration 52Q: 3 clusters Score -1742626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1742626.500000 Penalty: 4613.388184
	Iteration 53Q: 3 clusters Score -1742626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1742630.500000 Penalty: 4613.388184
	Iteration 54Q: 3 clusters Score -1742630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1742637.125000 Penalty: 4613.388184
	Iteration 55Q: 3 clusters Score -1742637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1742637.625000 Penalty: 4613.388184
	Iteration 56Q: 3 clusters Score -1742638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1742639.625000 Penalty: 4613.388184
	Iteration 57Q: 3 clusters Score -1742640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1742638.500000 Penalty: 4613.388184
	Iteration 58Q: 3 clusters Score -1742638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1742638.875000 Penalty: 4613.388184
	Iteration 59Q: 3 clusters Score -1742639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1742637.750000 Penalty: 4613.388184
	Iteration 60F: 3 clusters Score -1742638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1742637.500000 Penalty: 4613.388184
	Iteration 61Q: 3 clusters Score -1742638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1742637.750000 Penalty: 4613.388184
	Iteration 62Q: 3 clusters Score -1742638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1742640.375000 Penalty: 4613.388184
	Iteration 63Q: 3 clusters Score -1742640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1742643.750000 Penalty: 4613.388184
	Iteration 64Q: 3 clusters Score -1742644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1742642.500000 Penalty: 4613.388184
	Iteration 65Q: 3 clusters Score -1742642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1742644.500000 Penalty: 4613.388184
	Iteration 66Q: 3 clusters Score -1742644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1742645.750000 Penalty: 4613.388184
	Iteration 67Q: 3 clusters Score -1742646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1742643.250000 Penalty: 4613.388184
	Iteration 68Q: 3 clusters Score -1742643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1742648.750000 Penalty: 4613.388184
	Iteration 69Q: 3 clusters Score -1742649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1742649.125000 Penalty: 4613.388184
	Iteration 70Q: 3 clusters Score -1742649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1742656.500000 Penalty: 4613.388184
	Iteration 71Q: 3 clusters Score -1742656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1742667.750000 Penalty: 4613.388184
	Iteration 72Q: 3 clusters Score -1742668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1742667.875000 Penalty: 4613.388184
	Iteration 73Q: 3 clusters Score -1742668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1742671.125000 Penalty: 4613.388184
	Iteration 74Q: 3 clusters Score -1742671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1742675.875000 Penalty: 4613.388184
	Iteration 75Q: 3 clusters Score -1742676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1742678.875000 Penalty: 4613.388184
	Iteration 76Q: 3 clusters Score -1742679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1742690.125000 Penalty: 4613.388184
	Iteration 77Q: 3 clusters Score -1742690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1742698.875000 Penalty: 4613.388184
	Iteration 78Q: 3 clusters Score -1742699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1742704.375000 Penalty: 4613.388184
	Iteration 79Q: 3 clusters Score -1742704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1742720.250000 Penalty: 4613.388184
	Iteration 80F: 3 clusters Score -1742720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1742726.625000 Penalty: 4613.388184
	Iteration 81Q: 3 clusters Score -1742727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1742731.375000 Penalty: 4613.388184
	Iteration 82Q: 3 clusters Score -1742731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1742743.625000 Penalty: 4613.388184
	Iteration 83Q: 3 clusters Score -1742744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1742754.750000 Penalty: 4613.388184
	Iteration 84Q: 3 clusters Score -1742755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1742766.250000 Penalty: 4613.388184
	Iteration 85Q: 3 clusters Score -1742766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1742777.625000 Penalty: 4613.388184
	Iteration 86Q: 3 clusters Score -1742778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1742797.875000 Penalty: 4613.388184
	Iteration 87Q: 3 clusters Score -1742798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1742808.375000 Penalty: 4613.388184
	Iteration 88Q: 3 clusters Score -1742808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1742826.625000 Penalty: 4613.388184
	Iteration 89Q: 3 clusters Score -1742827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1742832.625000 Penalty: 4613.388184
	Iteration 90Q: 3 clusters Score -1742833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1742847.375000 Penalty: 4613.388184
	Iteration 91Q: 3 clusters Score -1742847 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1742859.000000 Penalty: 4613.388184
	Iteration 92Q: 3 clusters Score -1742859 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1742870.625000 Penalty: 4613.388184
	Iteration 93Q: 3 clusters Score -1742871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1742878.125000 Penalty: 4613.388184
	Iteration 94Q: 3 clusters Score -1742878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1742882.750000 Penalty: 4613.388184
	Iteration 95Q: 3 clusters Score -1742883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1742886.000000 Penalty: 4613.388184
	Iteration 96Q: 3 clusters Score -1742886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1742891.125000 Penalty: 4613.388184
	Iteration 97Q: 3 clusters Score -1742891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1742891.625000 Penalty: 4613.388184
	Iteration 98Q: 3 clusters Score -1742892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1742896.875000 Penalty: 4613.388184
	Iteration 99Q: 3 clusters Score -1742897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1742893.625000 Penalty: 4613.388184
	Iteration 100F: 3 clusters Score -1742894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1742893.875000 Penalty: 4613.388184
	Iteration 101Q: 3 clusters Score -1742894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1742893.875000 Penalty: 4613.388184
	Iteration 102Q: 3 clusters Score -1742894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1742896.125000 Penalty: 4613.388184
	Iteration 103Q: 3 clusters Score -1742896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1742898.875000 Penalty: 4613.388184
	Iteration 104Q: 3 clusters Score -1742899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1742900.000000 Penalty: 4613.388184
	Iteration 105Q: 3 clusters Score -1742900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1742898.125000 Penalty: 4613.388184
	Iteration 106Q: 3 clusters Score -1742898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1742898.125000 Penalty: 4613.388184
	Iteration 107Q: 3 clusters Score -1742898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1742899.375000 Penalty: 4613.388184
	Iteration 108Q: 3 clusters Score -1742899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1742900.375000 Penalty: 4613.388184
	Iteration 109Q: 3 clusters Score -1742900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1742898.875000 Penalty: 4613.388184
	Iteration 110Q: 3 clusters Score -1742899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1742897.625000 Penalty: 4613.388184
	Iteration 111Q: 3 clusters Score -1742898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1742900.250000 Penalty: 4613.388184
	Iteration 112Q: 3 clusters Score -1742900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1742901.625000 Penalty: 4613.388184
	Iteration 113Q: 3 clusters Score -1742902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1742900.000000 Penalty: 4613.388184
	Iteration 114Q: 3 clusters Score -1742900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1742896.875000 Penalty: 4613.388184
	Iteration 115Q: 3 clusters Score -1742897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1742896.500000 Penalty: 4613.388184
	Iteration 116Q: 3 clusters Score -1742896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1742901.250000 Penalty: 4613.388184
	Iteration 117Q: 3 clusters Score -1742901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1742901.250000 Penalty: 4613.388184
	Iteration 118F: 3 clusters Score -1742901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -94829.906250 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -94829.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93164.218750 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -93164.22 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93410.476562 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -93410.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93513.742188 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -93513.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93549.109375 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -93549.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93562.195312 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -93562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93568.648438 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -93568.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93574.757812 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -93574.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93578.515625 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -93578.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93586.101562 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -93586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -93592.695312 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -93592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93606.054688 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -93606.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93625.500000 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -93625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93649.648438 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -93649.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93673.265625 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -93673.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93698.898438 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -93698.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93744.414062 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -93744.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93781.023438 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -93781.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93815.054688 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -93815.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93826.179688 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -93826.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93832.343750 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -93832.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -93832.343750 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -93832.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -1049980.500000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -1049980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1044471.562500 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -1044472 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1045867.062500 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -1045867 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1046082.312500 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -1046082 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1046223.312500 Penalty: 4372.202637
	Iteration 3Q: 3 clusters Score -1046223 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1046320.312500 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -1046320 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1046392.812500 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -1046393 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1046470.562500 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -1046471 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1046542.250000 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -1046542 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1046598.500000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -1046598 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1046649.937500 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -1046650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1046703.625000 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -1046704 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1046751.250000 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -1046751 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1046804.187500 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -1046804 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1046845.687500 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -1046846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1046882.500000 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -1046882 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1046920.500000 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -1046920 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1046956.625000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -1046957 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1046990.625000 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -1046991 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1047029.000000 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -1047029 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1047075.375000 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -1047075 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1047115.250000 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -1047115 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1047162.375000 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -1047162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1047215.437500 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -1047215 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1047263.312500 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -1047263 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1047326.125000 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -1047326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1047390.000000 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -1047390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1047471.000000 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -1047471 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1047535.625000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -1047536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1047598.625000 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -1047599 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1047668.875000 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -1047669 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1047742.937500 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -1047743 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1047802.000000 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -1047802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1047854.437500 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -1047854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1047922.687500 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -1047923 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1047988.500000 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -1047988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1048050.312500 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -1048050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1048115.562500 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -1048116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1048174.000000 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -1048174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1048229.312500 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -1048229 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1048279.750000 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -1048280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1048318.187500 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -1048318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1048354.750000 Penalty: 4372.202637
	Iteration 41Q: 3 clusters Score -1048355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1048378.312500 Penalty: 4372.202637
	Iteration 42Q: 3 clusters Score -1048378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1048390.937500 Penalty: 4372.202637
	Iteration 43Q: 3 clusters Score -1048391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1048407.750000 Penalty: 4372.202637
	Iteration 44Q: 3 clusters Score -1048408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1048415.687500 Penalty: 4372.202637
	Iteration 45Q: 3 clusters Score -1048416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1048423.375000 Penalty: 4372.202637
	Iteration 46Q: 3 clusters Score -1048423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1048429.312500 Penalty: 4372.202637
	Iteration 47Q: 3 clusters Score -1048429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1048431.062500 Penalty: 4372.202637
	Iteration 48Q: 3 clusters Score -1048431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1048433.750000 Penalty: 4372.202637
	Iteration 49Q: 3 clusters Score -1048434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1048437.312500 Penalty: 4372.202637
	Iteration 50Q: 3 clusters Score -1048437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1048439.812500 Penalty: 4372.202637
	Iteration 51Q: 3 clusters Score -1048440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1048442.312500 Penalty: 4372.202637
	Iteration 52Q: 3 clusters Score -1048442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1048445.437500 Penalty: 4372.202637
	Iteration 53Q: 3 clusters Score -1048445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1048447.312500 Penalty: 4372.202637
	Iteration 54Q: 3 clusters Score -1048447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1048448.562500 Penalty: 4372.202637
	Iteration 55Q: 3 clusters Score -1048449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1048448.937500 Penalty: 4372.202637
	Iteration 56Q: 3 clusters Score -1048449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1048448.937500 Penalty: 4372.202637
	Iteration 57F: 3 clusters Score -1048449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -184930.281250 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -184930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182780.968750 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -182781 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -183164.843750 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -183164.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183304.656250 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -183304.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -183384.281250 Penalty: 3554.468018
	Iteration 3Q: 3 clusters Score -183384.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -183423.093750 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -183423.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -183450.328125 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -183450.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -183479.437500 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -183479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -183520.765625 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -183520.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183555.703125 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -183555.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -183582.468750 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -183582.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -183604.640625 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -183604.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -183625.156250 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -183625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -183648.734375 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -183648.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -183676.031250 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -183676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -183700.468750 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -183700.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -183740.687500 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -183740.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -183770.968750 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -183771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -183803.015625 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -183803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -183825.468750 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -183825.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -183844.828125 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -183844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183859.656250 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -183859.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183872.828125 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -183872.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -183885.968750 Penalty: 3554.468018
	Iteration 22Q: 3 clusters Score -183886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -183897.843750 Penalty: 3554.468018
	Iteration 23Q: 3 clusters Score -183897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -183902.484375 Penalty: 3554.468018
	Iteration 24Q: 3 clusters Score -183902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -183906.750000 Penalty: 3554.468018
	Iteration 25Q: 3 clusters Score -183906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -183912.328125 Penalty: 3554.468018
	Iteration 26Q: 3 clusters Score -183912.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -183917.750000 Penalty: 3554.468018
	Iteration 27Q: 3 clusters Score -183917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -183933.390625 Penalty: 3554.468018
	Iteration 28Q: 3 clusters Score -183933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -183941.218750 Penalty: 3554.468018
	Iteration 29Q: 3 clusters Score -183941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -183949.671875 Penalty: 3554.468018
	Iteration 30Q: 3 clusters Score -183949.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -183953.078125 Penalty: 3554.468018
	Iteration 31Q: 3 clusters Score -183953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -183958.781250 Penalty: 3554.468018
	Iteration 32Q: 3 clusters Score -183958.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -183966.296875 Penalty: 3554.468018
	Iteration 33Q: 3 clusters Score -183966.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183971.015625 Penalty: 3554.468018
	Iteration 34Q: 3 clusters Score -183971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183972.609375 Penalty: 3554.468018
	Iteration 35Q: 3 clusters Score -183972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183973.843750 Penalty: 3554.468018
	Iteration 36Q: 3 clusters Score -183973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183973.843750 Penalty: 3554.468018
	Iteration 37F: 3 clusters Score -183973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -901840.625000 Penalty: 2159.660645
	Iteration 0F: 2 clusters Score -901840.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -896712.875000 Penalty: 4319.321289
	Iteration 0F: 3 clusters Score -896712.9 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -898091.875000 Penalty: 4319.321289
	Iteration 1F: 3 clusters Score -898091.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -898388.000000 Penalty: 4319.321289
	Iteration 2F: 3 clusters Score -898388 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -898580.437500 Penalty: 4319.321289
	Iteration 3F: 3 clusters Score -898580.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -898747.937500 Penalty: 4319.321289
	Iteration 4Q: 3 clusters Score -898747.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -898922.500000 Penalty: 4319.321289
	Iteration 5Q: 3 clusters Score -898922.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -899108.625000 Penalty: 4319.321289
	Iteration 6Q: 3 clusters Score -899108.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -899287.687500 Penalty: 4319.321289
	Iteration 7Q: 3 clusters Score -899287.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -899458.625000 Penalty: 4319.321289
	Iteration 8Q: 3 clusters Score -899458.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -899622.187500 Penalty: 4319.321289
	Iteration 9Q: 3 clusters Score -899622.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -899775.500000 Penalty: 4319.321289
	Iteration 10Q: 3 clusters Score -899775.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -899895.250000 Penalty: 4319.321289
	Iteration 11Q: 3 clusters Score -899895.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -899986.562500 Penalty: 4319.321289
	Iteration 12Q: 3 clusters Score -899986.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -900038.062500 Penalty: 4319.321289
	Iteration 13Q: 3 clusters Score -900038.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -900083.375000 Penalty: 4319.321289
	Iteration 14Q: 3 clusters Score -900083.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -900117.125000 Penalty: 4319.321289
	Iteration 15Q: 3 clusters Score -900117.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -900142.937500 Penalty: 4319.321289
	Iteration 16Q: 3 clusters Score -900142.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -900168.875000 Penalty: 4319.321289
	Iteration 17Q: 3 clusters Score -900168.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -900183.750000 Penalty: 4319.321289
	Iteration 18Q: 3 clusters Score -900183.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -900191.187500 Penalty: 4319.321289
	Iteration 19Q: 3 clusters Score -900191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -900197.312500 Penalty: 4319.321289
	Iteration 20F: 3 clusters Score -900197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -900202.375000 Penalty: 4319.321289
	Iteration 21Q: 3 clusters Score -900202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -900207.312500 Penalty: 4319.321289
	Iteration 22Q: 3 clusters Score -900207.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -900210.000000 Penalty: 4319.321289
	Iteration 23Q: 3 clusters Score -900210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -900218.375000 Penalty: 4319.321289
	Iteration 24Q: 3 clusters Score -900218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -900221.625000 Penalty: 4319.321289
	Iteration 25Q: 3 clusters Score -900221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -900222.562500 Penalty: 4319.321289
	Iteration 26Q: 3 clusters Score -900222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -900222.562500 Penalty: 4319.321289
	Iteration 27F: 3 clusters Score -900222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62788.039062 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62788.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61339.566406 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61339.57 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61525.589844 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61525.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61557.785156 Penalty: 3060.126709
	Iteration 2Q: 3 clusters Score -61557.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61575.828125 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61575.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61585.980469 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61585.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61587.175781 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61587.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61589.062500 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61589.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -61589.062500 Penalty: 3060.126709
	Iteration 7F: 3 clusters Score -61589.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Entering Unmasked Estep 
Score: -1380018.375000 Penalty: 2254.034912
	Iteration 0F: 2 clusters Score -1380018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1373118.375000 Penalty: 4508.069824
	Iteration 0F: 3 clusters Score -1373118 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1375096.000000 Penalty: 4508.069824
	Iteration 1F: 3 clusters Score -1375096 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1375412.125000 Penalty: 4508.069824
	Iteration 2F: 3 clusters Score -1375412 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1375639.750000 Penalty: 4508.069824
	Iteration 3F: 3 clusters Score -1375640 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1375802.250000 Penalty: 4508.069824
	Iteration 4Q: 3 clusters Score -1375802 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1375923.250000 Penalty: 4508.069824
	Iteration 5Q: 3 clusters Score -1375923 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1376037.375000 Penalty: 4508.069824
	Iteration 6Q: 3 clusters Score -1376037 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1376149.625000 Penalty: 4508.069824
	Iteration 7Q: 3 clusters Score -1376150 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1376253.000000 Penalty: 4508.069824
	Iteration 8Q: 3 clusters Score -1376253 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1376337.500000 Penalty: 4508.069824
	Iteration 9Q: 3 clusters Score -1376338 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1376427.250000 Penalty: 4508.069824
	Iteration 10Q: 3 clusters Score -1376427 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1376506.750000 Penalty: 4508.069824
	Iteration 11Q: 3 clusters Score -1376507 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1376591.875000 Penalty: 4508.069824
	Iteration 12Q: 3 clusters Score -1376592 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1376682.000000 Penalty: 4508.069824
	Iteration 13Q: 3 clusters Score -1376682 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1376765.500000 Penalty: 4508.069824
	Iteration 14Q: 3 clusters Score -1376766 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1376853.750000 Penalty: 4508.069824
	Iteration 15Q: 3 clusters Score -1376854 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1376950.500000 Penalty: 4508.069824
	Iteration 16Q: 3 clusters Score -1376950 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1377060.500000 Penalty: 4508.069824
	Iteration 17Q: 3 clusters Score -1377060 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1377171.750000 Penalty: 4508.069824
	Iteration 18Q: 3 clusters Score -1377172 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1377277.125000 Penalty: 4508.069824
	Iteration 19Q: 3 clusters Score -1377277 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1377371.875000 Penalty: 4508.069824
	Iteration 20F: 3 clusters Score -1377372 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1377439.375000 Penalty: 4508.069824
	Iteration 21Q: 3 clusters Score -1377439 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1377493.375000 Penalty: 4508.069824
	Iteration 22Q: 3 clusters Score -1377493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1377532.500000 Penalty: 4508.069824
	Iteration 23Q: 3 clusters Score -1377532 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1377565.125000 Penalty: 4508.069824
	Iteration 24Q: 3 clusters Score -1377565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1377595.375000 Penalty: 4508.069824
	Iteration 25Q: 3 clusters Score -1377595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1377627.875000 Penalty: 4508.069824
	Iteration 26Q: 3 clusters Score -1377628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1377655.625000 Penalty: 4508.069824
	Iteration 27Q: 3 clusters Score -1377656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1377669.750000 Penalty: 4508.069824
	Iteration 28Q: 3 clusters Score -1377670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1377681.375000 Penalty: 4508.069824
	Iteration 29Q: 3 clusters Score -1377681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1377696.000000 Penalty: 4508.069824
	Iteration 30Q: 3 clusters Score -1377696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1377711.750000 Penalty: 4508.069824
	Iteration 31Q: 3 clusters Score -1377712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1377727.750000 Penalty: 4508.069824
	Iteration 32Q: 3 clusters Score -1377728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1377736.625000 Penalty: 4508.069824
	Iteration 33Q: 3 clusters Score -1377737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1377741.750000 Penalty: 4508.069824
	Iteration 34Q: 3 clusters Score -1377742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1377746.000000 Penalty: 4508.069824
	Iteration 35Q: 3 clusters Score -1377746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1377753.000000 Penalty: 4508.069824
	Iteration 36Q: 3 clusters Score -1377753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1377762.625000 Penalty: 4508.069824
	Iteration 37Q: 3 clusters Score -1377763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1377771.250000 Penalty: 4508.069824
	Iteration 38Q: 3 clusters Score -1377771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1377776.125000 Penalty: 4508.069824
	Iteration 39Q: 3 clusters Score -1377776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1377783.250000 Penalty: 4508.069824
	Iteration 40F: 3 clusters Score -1377783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1377796.750000 Penalty: 4508.069824
	Iteration 41Q: 3 clusters Score -1377797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1377805.750000 Penalty: 4508.069824
	Iteration 42Q: 3 clusters Score -1377806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1377810.625000 Penalty: 4508.069824
	Iteration 43Q: 3 clusters Score -1377811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1377810.375000 Penalty: 4508.069824
	Iteration 44Q: 3 clusters Score -1377810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1377814.875000 Penalty: 4508.069824
	Iteration 45Q: 3 clusters Score -1377815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1377819.250000 Penalty: 4508.069824
	Iteration 46Q: 3 clusters Score -1377819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1377821.125000 Penalty: 4508.069824
	Iteration 47Q: 3 clusters Score -1377821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1377822.000000 Penalty: 4508.069824
	Iteration 48Q: 3 clusters Score -1377822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1377829.875000 Penalty: 4508.069824
	Iteration 49Q: 3 clusters Score -1377830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1377834.125000 Penalty: 4508.069824
	Iteration 50Q: 3 clusters Score -1377834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1377838.500000 Penalty: 4508.069824
	Iteration 51Q: 3 clusters Score -1377838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1377842.750000 Penalty: 4508.069824
	Iteration 52Q: 3 clusters Score -1377843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1377846.750000 Penalty: 4508.069824
	Iteration 53Q: 3 clusters Score -1377847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1377851.500000 Penalty: 4508.069824
	Iteration 54Q: 3 clusters Score -1377852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1377861.125000 Penalty: 4508.069824
	Iteration 55Q: 3 clusters Score -1377861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1377869.000000 Penalty: 4508.069824
	Iteration 56Q: 3 clusters Score -1377869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1377868.250000 Penalty: 4508.069824
	Iteration 57Q: 3 clusters Score -1377868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1377874.750000 Penalty: 4508.069824
	Iteration 58Q: 3 clusters Score -1377875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1377879.000000 Penalty: 4508.069824
	Iteration 59Q: 3 clusters Score -1377879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1377877.125000 Penalty: 4508.069824
	Iteration 60F: 3 clusters Score -1377877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1377876.250000 Penalty: 4508.069824
	Iteration 61Q: 3 clusters Score -1377876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1377878.500000 Penalty: 4508.069824
	Iteration 62Q: 3 clusters Score -1377878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1377880.000000 Penalty: 4508.069824
	Iteration 63Q: 3 clusters Score -1377880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1377882.000000 Penalty: 4508.069824
	Iteration 64Q: 3 clusters Score -1377882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1377886.750000 Penalty: 4508.069824
	Iteration 65Q: 3 clusters Score -1377887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1377887.750000 Penalty: 4508.069824
	Iteration 66Q: 3 clusters Score -1377888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1377889.750000 Penalty: 4508.069824
	Iteration 67Q: 3 clusters Score -1377890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1377892.375000 Penalty: 4508.069824
	Iteration 68Q: 3 clusters Score -1377892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1377895.750000 Penalty: 4508.069824
	Iteration 69Q: 3 clusters Score -1377896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1377905.625000 Penalty: 4508.069824
	Iteration 70Q: 3 clusters Score -1377906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1377914.500000 Penalty: 4508.069824
	Iteration 71Q: 3 clusters Score -1377914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1377922.125000 Penalty: 4508.069824
	Iteration 72Q: 3 clusters Score -1377922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1377922.250000 Penalty: 4508.069824
	Iteration 73Q: 3 clusters Score -1377922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1377929.000000 Penalty: 4508.069824
	Iteration 74Q: 3 clusters Score -1377929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1377930.750000 Penalty: 4508.069824
	Iteration 75Q: 3 clusters Score -1377931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1377928.625000 Penalty: 4508.069824
	Iteration 76Q: 3 clusters Score -1377929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1377928.875000 Penalty: 4508.069824
	Iteration 77Q: 3 clusters Score -1377929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1377929.250000 Penalty: 4508.069824
	Iteration 78Q: 3 clusters Score -1377929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1377934.000000 Penalty: 4508.069824
	Iteration 79Q: 3 clusters Score -1377934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1377932.875000 Penalty: 4508.069824
	Iteration 80F: 3 clusters Score -1377933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1377932.625000 Penalty: 4508.069824
	Iteration 81Q: 3 clusters Score -1377933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1377932.625000 Penalty: 4508.069824
	Iteration 82F: 3 clusters Score -1377933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -1257336.500000 Penalty: 2240.126221
	Iteration 0F: 2 clusters Score -1257336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1250723.250000 Penalty: 4480.252441
	Iteration 0F: 3 clusters Score -1250723 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1252531.000000 Penalty: 4480.252441
	Iteration 1F: 3 clusters Score -1252531 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1252835.875000 Penalty: 4480.252441
	Iteration 2F: 3 clusters Score -1252836 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1253056.625000 Penalty: 4480.252441
	Iteration 3F: 3 clusters Score -1253057 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1253221.000000 Penalty: 4480.252441
	Iteration 4Q: 3 clusters Score -1253221 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1253364.625000 Penalty: 4480.252441
	Iteration 5Q: 3 clusters Score -1253365 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1253492.375000 Penalty: 4480.252441
	Iteration 6Q: 3 clusters Score -1253492 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1253608.625000 Penalty: 4480.252441
	Iteration 7Q: 3 clusters Score -1253609 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1253745.625000 Penalty: 4480.252441
	Iteration 8Q: 3 clusters Score -1253746 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1253884.250000 Penalty: 4480.252441
	Iteration 9Q: 3 clusters Score -1253884 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1254034.750000 Penalty: 4480.252441
	Iteration 10Q: 3 clusters Score -1254035 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1254207.750000 Penalty: 4480.252441
	Iteration 11Q: 3 clusters Score -1254208 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1254392.500000 Penalty: 4480.252441
	Iteration 12Q: 3 clusters Score -1254392 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1254580.750000 Penalty: 4480.252441
	Iteration 13Q: 3 clusters Score -1254581 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1254755.250000 Penalty: 4480.252441
	Iteration 14Q: 3 clusters Score -1254755 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1254889.625000 Penalty: 4480.252441
	Iteration 15Q: 3 clusters Score -1254890 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1255009.000000 Penalty: 4480.252441
	Iteration 16Q: 3 clusters Score -1255009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1255095.125000 Penalty: 4480.252441
	Iteration 17Q: 3 clusters Score -1255095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1255161.500000 Penalty: 4480.252441
	Iteration 18Q: 3 clusters Score -1255162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1255233.750000 Penalty: 4480.252441
	Iteration 19Q: 3 clusters Score -1255234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1255294.375000 Penalty: 4480.252441
	Iteration 20F: 3 clusters Score -1255294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1255339.625000 Penalty: 4480.252441
	Iteration 21Q: 3 clusters Score -1255340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1255383.750000 Penalty: 4480.252441
	Iteration 22Q: 3 clusters Score -1255384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1255428.875000 Penalty: 4480.252441
	Iteration 23Q: 3 clusters Score -1255429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1255487.250000 Penalty: 4480.252441
	Iteration 24Q: 3 clusters Score -1255487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1255515.875000 Penalty: 4480.252441
	Iteration 25Q: 3 clusters Score -1255516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1255534.625000 Penalty: 4480.252441
	Iteration 26Q: 3 clusters Score -1255535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1255546.000000 Penalty: 4480.252441
	Iteration 27Q: 3 clusters Score -1255546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1255560.875000 Penalty: 4480.252441
	Iteration 28Q: 3 clusters Score -1255561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1255569.875000 Penalty: 4480.252441
	Iteration 29Q: 3 clusters Score -1255570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1255583.500000 Penalty: 4480.252441
	Iteration 30Q: 3 clusters Score -1255584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1255594.375000 Penalty: 4480.252441
	Iteration 31Q: 3 clusters Score -1255594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1255604.125000 Penalty: 4480.252441
	Iteration 32Q: 3 clusters Score -1255604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1255611.625000 Penalty: 4480.252441
	Iteration 33Q: 3 clusters Score -1255612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1255617.375000 Penalty: 4480.252441
	Iteration 34Q: 3 clusters Score -1255617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1255620.875000 Penalty: 4480.252441
	Iteration 35Q: 3 clusters Score -1255621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1255620.625000 Penalty: 4480.252441
	Iteration 36Q: 3 clusters Score -1255621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1255624.125000 Penalty: 4480.252441
	Iteration 37Q: 3 clusters Score -1255624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1255628.375000 Penalty: 4480.252441
	Iteration 38Q: 3 clusters Score -1255628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1255629.375000 Penalty: 4480.252441
	Iteration 39Q: 3 clusters Score -1255629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1255631.875000 Penalty: 4480.252441
	Iteration 40F: 3 clusters Score -1255632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1255630.750000 Penalty: 4480.252441
	Iteration 41Q: 3 clusters Score -1255631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1255631.875000 Penalty: 4480.252441
	Iteration 42Q: 3 clusters Score -1255632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1255634.875000 Penalty: 4480.252441
	Iteration 43Q: 3 clusters Score -1255635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1255635.250000 Penalty: 4480.252441
	Iteration 44Q: 3 clusters Score -1255635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1255636.750000 Penalty: 4480.252441
	Iteration 45Q: 3 clusters Score -1255637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1255639.000000 Penalty: 4480.252441
	Iteration 46Q: 3 clusters Score -1255639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1255641.000000 Penalty: 4480.252441
	Iteration 47Q: 3 clusters Score -1255641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1255642.250000 Penalty: 4480.252441
	Iteration 48Q: 3 clusters Score -1255642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1255646.375000 Penalty: 4480.252441
	Iteration 49Q: 3 clusters Score -1255646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1255646.375000 Penalty: 4480.252441
	Iteration 50F: 3 clusters Score -1255646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -92485.656250 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -92485.66 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 323 members 
Entering Unmasked Estep 
Score: -90892.179688 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -90892.18 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91184.914062 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -91184.91 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91320.117188 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -91320.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -91407.320312 Penalty: 3236.414795
	Iteration 3F: 3 clusters Score -91407.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91471.648438 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -91471.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -91505.632812 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -91505.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -91534.320312 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -91534.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -91544.070312 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -91544.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -91553.046875 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -91553.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -91560.187500 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -91560.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -91566.085938 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -91566.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -91567.390625 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -91567.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -91567.390625 Penalty: 3236.414795
	Iteration 12F: 3 clusters Score -91567.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -595050.000000 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -595050 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 1965 members 
Entering Unmasked Estep 
Score: -591293.062500 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -591293.1 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -592128.875000 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -592128.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -592337.937500 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -592337.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -592474.687500 Penalty: 4092.177734
	Iteration 3F: 3 clusters Score -592474.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -592575.250000 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -592575.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -592645.000000 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -592645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -592702.250000 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -592702.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -592761.750000 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -592761.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -592814.125000 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -592814.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -592848.500000 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -592848.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -592885.750000 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -592885.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -592917.750000 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -592917.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -592959.812500 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -592959.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -592996.250000 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -592996.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -593019.125000 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -593019.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -593037.937500 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -593037.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -593056.000000 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -593056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -593086.375000 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -593086.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -593112.812500 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -593112.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -593130.187500 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -593130.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -593154.062500 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -593154.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -593177.437500 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -593177.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -593200.312500 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -593200.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -593222.437500 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -593222.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -593239.062500 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -593239.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -593249.312500 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -593249.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -593262.187500 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -593262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -593271.875000 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -593271.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -593282.250000 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -593282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -593290.750000 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -593290.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -593304.937500 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -593304.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -593320.562500 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -593320.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -593335.937500 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -593335.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -593352.687500 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -593352.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -593366.687500 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -593366.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -593380.187500 Penalty: 4092.177734
	Iteration 35Q: 3 clusters Score -593380.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -593392.375000 Penalty: 4092.177734
	Iteration 36Q: 3 clusters Score -593392.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -593402.062500 Penalty: 4092.177734
	Iteration 37Q: 3 clusters Score -593402.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -593412.687500 Penalty: 4092.177734
	Iteration 38Q: 3 clusters Score -593412.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -593416.937500 Penalty: 4092.177734
	Iteration 39Q: 3 clusters Score -593416.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -593420.062500 Penalty: 4092.177734
	Iteration 40F: 3 clusters Score -593420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -593423.687500 Penalty: 4092.177734
	Iteration 41Q: 3 clusters Score -593423.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -593424.687500 Penalty: 4092.177734
	Iteration 42Q: 3 clusters Score -593424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -593424.875000 Penalty: 4092.177734
	Iteration 43Q: 3 clusters Score -593424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -593427.375000 Penalty: 4092.177734
	Iteration 44Q: 3 clusters Score -593427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -593430.000000 Penalty: 4092.177734
	Iteration 45Q: 3 clusters Score -593430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -593429.812500 Penalty: 4092.177734
	Iteration 46Q: 3 clusters Score -593429.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -593431.250000 Penalty: 4092.177734
	Iteration 47Q: 3 clusters Score -593431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -593434.250000 Penalty: 4092.177734
	Iteration 48Q: 3 clusters Score -593434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -593435.125000 Penalty: 4092.177734
	Iteration 49Q: 3 clusters Score -593435.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -593435.125000 Penalty: 4092.177734
	Iteration 50F: 3 clusters Score -593435.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (123258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123258 members 
Entering Unmasked Estep 
Score: -19377172.000000 Penalty: 2907.064697
	Iteration 0F: 2 clusters Score -1.937717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61536 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -19298350.000000 Penalty: 5814.129395
	Iteration 0F: 3 clusters Score -1.929835e+07 nChanged 58526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61636 members 
Mstep: Class 2 contains 61622 members 
Entering Unmasked Estep 
Score: -19332138.000000 Penalty: 5814.129395
	Iteration 1F: 3 clusters Score -1.933214e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -19332960.000000 Penalty: 5814.129395
	Iteration 2Q: 3 clusters Score -1.933296e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -19333776.000000 Penalty: 5814.129395
	Iteration 3Q: 3 clusters Score -1.933378e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -19334738.000000 Penalty: 5814.129395
	Iteration 4Q: 3 clusters Score -1.933474e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61612 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -19335770.000000 Penalty: 5814.129395
	Iteration 5Q: 3 clusters Score -1.933577e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61486 members 
Mstep: Class 2 contains 61772 members 
Entering Unmasked Estep 
Score: -19337124.000000 Penalty: 5814.129395
	Iteration 6Q: 3 clusters Score -1.933712e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -19338738.000000 Penalty: 5814.129395
	Iteration 7Q: 3 clusters Score -1.933874e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 62846 members 
Entering Unmasked Estep 
Score: -19341052.000000 Penalty: 5814.129395
	Iteration 8Q: 3 clusters Score -1.934105e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 63765 members 
Entering Unmasked Estep 
Score: -19344520.000000 Penalty: 5814.129395
	Iteration 9Q: 3 clusters Score -1.934452e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -19349426.000000 Penalty: 5814.129395
	Iteration 10F: 3 clusters Score -1.934943e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -19354720.000000 Penalty: 5814.129395
	Iteration 11F: 3 clusters Score -1.935472e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -19358590.000000 Penalty: 5814.129395
	Iteration 12F: 3 clusters Score -1.935859e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -19360414.000000 Penalty: 5814.129395
	Iteration 13Q: 3 clusters Score -1.936041e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -19361084.000000 Penalty: 5814.129395
	Iteration 14Q: 3 clusters Score -1.936108e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -19361492.000000 Penalty: 5814.129395
	Iteration 15Q: 3 clusters Score -1.936149e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -19362074.000000 Penalty: 5814.129395
	Iteration 16Q: 3 clusters Score -1.936207e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -19362644.000000 Penalty: 5814.129395
	Iteration 17Q: 3 clusters Score -1.936264e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -19363322.000000 Penalty: 5814.129395
	Iteration 18Q: 3 clusters Score -1.936332e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 74512 members 
Entering Unmasked Estep 
Score: -19363942.000000 Penalty: 5814.129395
	Iteration 19Q: 3 clusters Score -1.936394e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -19364756.000000 Penalty: 5814.129395
	Iteration 20F: 3 clusters Score -1.936476e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -19365474.000000 Penalty: 5814.129395
	Iteration 21Q: 3 clusters Score -1.936547e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -19366288.000000 Penalty: 5814.129395
	Iteration 22Q: 3 clusters Score -1.936629e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -19367064.000000 Penalty: 5814.129395
	Iteration 23Q: 3 clusters Score -1.936706e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 81798 members 
Entering Unmasked Estep 
Score: -19368144.000000 Penalty: 5814.129395
	Iteration 24Q: 3 clusters Score -1.936814e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -19369036.000000 Penalty: 5814.129395
	Iteration 25Q: 3 clusters Score -1.936904e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -19369916.000000 Penalty: 5814.129395
	Iteration 26Q: 3 clusters Score -1.936992e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -19370540.000000 Penalty: 5814.129395
	Iteration 27Q: 3 clusters Score -1.937054e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -19371090.000000 Penalty: 5814.129395
	Iteration 28Q: 3 clusters Score -1.937109e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 86952 members 
Entering Unmasked Estep 
Score: -19371466.000000 Penalty: 5814.129395
	Iteration 29Q: 3 clusters Score -1.937147e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -19371646.000000 Penalty: 5814.129395
	Iteration 30Q: 3 clusters Score -1.937165e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -19371870.000000 Penalty: 5814.129395
	Iteration 31Q: 3 clusters Score -1.937187e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -19371990.000000 Penalty: 5814.129395
	Iteration 32Q: 3 clusters Score -1.937199e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -19372098.000000 Penalty: 5814.129395
	Iteration 33Q: 3 clusters Score -1.93721e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -19372250.000000 Penalty: 5814.129395
	Iteration 34Q: 3 clusters Score -1.937225e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -19372388.000000 Penalty: 5814.129395
	Iteration 35Q: 3 clusters Score -1.937239e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -19372454.000000 Penalty: 5814.129395
	Iteration 36Q: 3 clusters Score -1.937245e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 90991 members 
Entering Unmasked Estep 
Score: -19372524.000000 Penalty: 5814.129395
	Iteration 37Q: 3 clusters Score -1.937252e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -19372592.000000 Penalty: 5814.129395
	Iteration 38Q: 3 clusters Score -1.937259e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -19372696.000000 Penalty: 5814.129395
	Iteration 39Q: 3 clusters Score -1.93727e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -19372770.000000 Penalty: 5814.129395
	Iteration 40F: 3 clusters Score -1.937277e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -19372800.000000 Penalty: 5814.129395
	Iteration 41Q: 3 clusters Score -1.93728e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -19372920.000000 Penalty: 5814.129395
	Iteration 42Q: 3 clusters Score -1.937292e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -19373044.000000 Penalty: 5814.129395
	Iteration 43Q: 3 clusters Score -1.937304e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -19373182.000000 Penalty: 5814.129395
	Iteration 44Q: 3 clusters Score -1.937318e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -19373284.000000 Penalty: 5814.129395
	Iteration 45Q: 3 clusters Score -1.937328e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -19373434.000000 Penalty: 5814.129395
	Iteration 46Q: 3 clusters Score -1.937343e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 95258 members 
Entering Unmasked Estep 
Score: -19373596.000000 Penalty: 5814.129395
	Iteration 47Q: 3 clusters Score -1.93736e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 96037 members 
Entering Unmasked Estep 
Score: -19373760.000000 Penalty: 5814.129395
	Iteration 48Q: 3 clusters Score -1.937376e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 96949 members 
Entering Unmasked Estep 
Score: -19373918.000000 Penalty: 5814.129395
	Iteration 49Q: 3 clusters Score -1.937392e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -19374024.000000 Penalty: 5814.129395
	Iteration 50Q: 3 clusters Score -1.937402e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -19374230.000000 Penalty: 5814.129395
	Iteration 51Q: 3 clusters Score -1.937423e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -19374318.000000 Penalty: 5814.129395
	Iteration 52Q: 3 clusters Score -1.937432e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -19374562.000000 Penalty: 5814.129395
	Iteration 53Q: 3 clusters Score -1.937456e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -19374752.000000 Penalty: 5814.129395
	Iteration 54Q: 3 clusters Score -1.937475e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -19374866.000000 Penalty: 5814.129395
	Iteration 55Q: 3 clusters Score -1.937487e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -19374942.000000 Penalty: 5814.129395
	Iteration 56Q: 3 clusters Score -1.937494e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 109954 members 
Entering Unmasked Estep 
Score: -19375068.000000 Penalty: 5814.129395
	Iteration 57Q: 3 clusters Score -1.937507e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -19375082.000000 Penalty: 5814.129395
	Iteration 58Q: 3 clusters Score -1.937508e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -19374966.000000 Penalty: 5814.129395
	Iteration 59Q: 3 clusters Score -1.937497e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -19374922.000000 Penalty: 5814.129395
	Iteration 60F: 3 clusters Score -1.937492e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 116874 members 
Entering Unmasked Estep 
Score: -19374944.000000 Penalty: 5814.129395
	Iteration 61Q: 3 clusters Score -1.937494e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -19374940.000000 Penalty: 5814.129395
	Iteration 62Q: 3 clusters Score -1.937494e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -19374984.000000 Penalty: 5814.129395
	Iteration 63Q: 3 clusters Score -1.937498e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 120056 members 
Entering Unmasked Estep 
Score: -19374882.000000 Penalty: 5814.129395
	Iteration 64Q: 3 clusters Score -1.937488e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 120751 members 
Entering Unmasked Estep 
Score: -19374842.000000 Penalty: 5814.129395
	Iteration 65Q: 3 clusters Score -1.937484e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 121258 members 
Entering Unmasked Estep 
Score: -19374894.000000 Penalty: 5814.129395
	Iteration 66Q: 3 clusters Score -1.937489e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 121648 members 
Entering Unmasked Estep 
Score: -19374910.000000 Penalty: 5814.129395
	Iteration 67Q: 3 clusters Score -1.937491e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 121920 members 
Entering Unmasked Estep 
Score: -19374864.000000 Penalty: 5814.129395
	Iteration 68Q: 3 clusters Score -1.937486e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 122113 members 
Entering Unmasked Estep 
Score: -19374874.000000 Penalty: 5814.129395
	Iteration 69Q: 3 clusters Score -1.937487e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -19374906.000000 Penalty: 5814.129395
	Iteration 70Q: 3 clusters Score -1.937491e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 122368 members 
Entering Unmasked Estep 
Score: -19374906.000000 Penalty: 5814.129395
	Iteration 71Q: 3 clusters Score -1.937491e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 122442 members 
Entering Unmasked Estep 
Score: -19374902.000000 Penalty: 5814.129395
	Iteration 72Q: 3 clusters Score -1.93749e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 122515 members 
Entering Unmasked Estep 
Score: -19374886.000000 Penalty: 5814.129395
	Iteration 73Q: 3 clusters Score -1.937489e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 122563 members 
Entering Unmasked Estep 
Score: -19374882.000000 Penalty: 5814.129395
	Iteration 74Q: 3 clusters Score -1.937488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 122597 members 
Entering Unmasked Estep 
Score: -19374918.000000 Penalty: 5814.129395
	Iteration 75Q: 3 clusters Score -1.937492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 122621 members 
Entering Unmasked Estep 
Score: -19374928.000000 Penalty: 5814.129395
	Iteration 76Q: 3 clusters Score -1.937493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 122648 members 
Entering Unmasked Estep 
Score: -19374944.000000 Penalty: 5814.129395
	Iteration 77Q: 3 clusters Score -1.937494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 122669 members 
Entering Unmasked Estep 
Score: -19374956.000000 Penalty: 5814.129395
	Iteration 78Q: 3 clusters Score -1.937496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 122683 members 
Entering Unmasked Estep 
Score: -19374944.000000 Penalty: 5814.129395
	Iteration 79Q: 3 clusters Score -1.937494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -19374946.000000 Penalty: 5814.129395
	Iteration 80F: 3 clusters Score -1.937495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 122697 members 
Entering Unmasked Estep 
Score: -19374946.000000 Penalty: 5814.129395
	Iteration 81Q: 3 clusters Score -1.937495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 122699 members 
Entering Unmasked Estep 
Score: -19374952.000000 Penalty: 5814.129395
	Iteration 82Q: 3 clusters Score -1.937495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -19374958.000000 Penalty: 5814.129395
	Iteration 83Q: 3 clusters Score -1.937496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 122702 members 
Entering Unmasked Estep 
Score: -19374958.000000 Penalty: 5814.129395
	Iteration 84Q: 3 clusters Score -1.937496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 122704 members 
Entering Unmasked Estep 
Score: -19374962.000000 Penalty: 5814.129395
	Iteration 85Q: 3 clusters Score -1.937496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 122703 members 
Entering Unmasked Estep 
Score: -19374952.000000 Penalty: 5814.129395
	Iteration 86Q: 3 clusters Score -1.937495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 122702 members 
Entering Unmasked Estep 
Score: -19374954.000000 Penalty: 5814.129395
	Iteration 87Q: 3 clusters Score -1.937495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 122702 members 
Entering Unmasked Estep 
Score: -19374954.000000 Penalty: 5814.129395
	Iteration 88F: 3 clusters Score -1.937495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47978.148438 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -47978.15 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 183 members 
Entering Unmasked Estep 
Score: -46687.378906 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -46687.38 nChanged 36
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: -46829.656250 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -46829.66 nChanged 20
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: -46931.292969 Penalty: 2891.156982
	Iteration 2F: 3 clusters Score -46931.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47013.523438 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -47013.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -47115.367188 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -47115.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47164.285156 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -47164.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47182.406250 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -47182.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47192.492188 Penalty: 2891.156982
	Iteration 7Q: 3 clusters Score -47192.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47200.957031 Penalty: 2891.156982
	Iteration 8Q: 3 clusters Score -47200.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -47208.957031 Penalty: 2891.156982
	Iteration 9Q: 3 clusters Score -47208.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -47219.593750 Penalty: 2891.156982
	Iteration 10Q: 3 clusters Score -47219.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -47229.359375 Penalty: 2891.156982
	Iteration 11Q: 3 clusters Score -47229.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -47235.625000 Penalty: 2891.156982
	Iteration 12Q: 3 clusters Score -47235.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -47239.167969 Penalty: 2891.156982
	Iteration 13Q: 3 clusters Score -47239.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -47239.167969 Penalty: 2891.156982
	Iteration 14F: 3 clusters Score -47239.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -766540.687500 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -766540.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -762048.312500 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -762048.3 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -763168.500000 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -763168.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -763429.625000 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -763429.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -763608.812500 Penalty: 4227.297852
	Iteration 3F: 3 clusters Score -763608.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -763760.625000 Penalty: 4227.297852
	Iteration 4Q: 3 clusters Score -763760.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -763907.875000 Penalty: 4227.297852
	Iteration 5Q: 3 clusters Score -763907.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -764043.437500 Penalty: 4227.297852
	Iteration 6Q: 3 clusters Score -764043.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -764152.625000 Penalty: 4227.297852
	Iteration 7Q: 3 clusters Score -764152.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -764232.187500 Penalty: 4227.297852
	Iteration 8Q: 3 clusters Score -764232.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -764302.062500 Penalty: 4227.297852
	Iteration 9Q: 3 clusters Score -764302.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -764372.062500 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -764372.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -764442.062500 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -764442.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -764497.937500 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -764497.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -764544.312500 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -764544.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -764592.250000 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -764592.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -764638.750000 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -764638.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -764675.937500 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -764675.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -764702.250000 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -764702.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -764720.937500 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -764720.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -764739.375000 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -764739.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -764750.562500 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -764750.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -764758.500000 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -764758.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -764765.125000 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -764765.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -764769.187500 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -764769.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -764773.250000 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -764773.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -764781.937500 Penalty: 4227.297852
	Iteration 25Q: 3 clusters Score -764781.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -764787.687500 Penalty: 4227.297852
	Iteration 26Q: 3 clusters Score -764787.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -764796.687500 Penalty: 4227.297852
	Iteration 27Q: 3 clusters Score -764796.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -764804.312500 Penalty: 4227.297852
	Iteration 28Q: 3 clusters Score -764804.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -764814.687500 Penalty: 4227.297852
	Iteration 29Q: 3 clusters Score -764814.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -764820.500000 Penalty: 4227.297852
	Iteration 30Q: 3 clusters Score -764820.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -764826.750000 Penalty: 4227.297852
	Iteration 31Q: 3 clusters Score -764826.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -764833.375000 Penalty: 4227.297852
	Iteration 32Q: 3 clusters Score -764833.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -764836.125000 Penalty: 4227.297852
	Iteration 33Q: 3 clusters Score -764836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -764838.312500 Penalty: 4227.297852
	Iteration 34Q: 3 clusters Score -764838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -764841.250000 Penalty: 4227.297852
	Iteration 35Q: 3 clusters Score -764841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -764844.312500 Penalty: 4227.297852
	Iteration 36Q: 3 clusters Score -764844.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -764844.250000 Penalty: 4227.297852
	Iteration 37Q: 3 clusters Score -764844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -764848.500000 Penalty: 4227.297852
	Iteration 38Q: 3 clusters Score -764848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -764847.750000 Penalty: 4227.297852
	Iteration 39Q: 3 clusters Score -764847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -764851.375000 Penalty: 4227.297852
	Iteration 40F: 3 clusters Score -764851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -764853.125000 Penalty: 4227.297852
	Iteration 41Q: 3 clusters Score -764853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -764853.562500 Penalty: 4227.297852
	Iteration 42Q: 3 clusters Score -764853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -764855.000000 Penalty: 4227.297852
	Iteration 43Q: 3 clusters Score -764855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -764854.687500 Penalty: 4227.297852
	Iteration 44Q: 3 clusters Score -764854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -764854.375000 Penalty: 4227.297852
	Iteration 45Q: 3 clusters Score -764854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -764854.562500 Penalty: 4227.297852
	Iteration 46Q: 3 clusters Score -764854.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -764854.562500 Penalty: 4227.297852
	Iteration 47F: 3 clusters Score -764854.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Entering Unmasked Estep 
Score: -252238.156250 Penalty: 1841.488770
	Iteration 0F: 2 clusters Score -252238.2 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 840 members 
Entering Unmasked Estep 
Score: -249807.765625 Penalty: 3682.977539
	Iteration 0F: 3 clusters Score -249807.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -250244.328125 Penalty: 3682.977539
	Iteration 1F: 3 clusters Score -250244.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -250365.875000 Penalty: 3682.977539
	Iteration 2F: 3 clusters Score -250365.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -250439.718750 Penalty: 3682.977539
	Iteration 3Q: 3 clusters Score -250439.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -250495.765625 Penalty: 3682.977539
	Iteration 4Q: 3 clusters Score -250495.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -250521.984375 Penalty: 3682.977539
	Iteration 5Q: 3 clusters Score -250522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -250547.156250 Penalty: 3682.977539
	Iteration 6Q: 3 clusters Score -250547.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -250564.062500 Penalty: 3682.977539
	Iteration 7Q: 3 clusters Score -250564.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -250580.093750 Penalty: 3682.977539
	Iteration 8Q: 3 clusters Score -250580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -250589.000000 Penalty: 3682.977539
	Iteration 9Q: 3 clusters Score -250589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250599.000000 Penalty: 3682.977539
	Iteration 10Q: 3 clusters Score -250599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -250606.203125 Penalty: 3682.977539
	Iteration 11Q: 3 clusters Score -250606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -250611.328125 Penalty: 3682.977539
	Iteration 12Q: 3 clusters Score -250611.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -250614.281250 Penalty: 3682.977539
	Iteration 13Q: 3 clusters Score -250614.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -250619.140625 Penalty: 3682.977539
	Iteration 14Q: 3 clusters Score -250619.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250624.250000 Penalty: 3682.977539
	Iteration 15Q: 3 clusters Score -250624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250627.515625 Penalty: 3682.977539
	Iteration 16Q: 3 clusters Score -250627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -250628.609375 Penalty: 3682.977539
	Iteration 17Q: 3 clusters Score -250628.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -250630.343750 Penalty: 3682.977539
	Iteration 18Q: 3 clusters Score -250630.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -250632.531250 Penalty: 3682.977539
	Iteration 19Q: 3 clusters Score -250632.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -250636.968750 Penalty: 3682.977539
	Iteration 20F: 3 clusters Score -250637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -250641.406250 Penalty: 3682.977539
	Iteration 21Q: 3 clusters Score -250641.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -250642.562500 Penalty: 3682.977539
	Iteration 22Q: 3 clusters Score -250642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -250644.234375 Penalty: 3682.977539
	Iteration 23Q: 3 clusters Score -250644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -250647.453125 Penalty: 3682.977539
	Iteration 24Q: 3 clusters Score -250647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -250648.953125 Penalty: 3682.977539
	Iteration 25Q: 3 clusters Score -250649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -250650.968750 Penalty: 3682.977539
	Iteration 26Q: 3 clusters Score -250651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -250652.343750 Penalty: 3682.977539
	Iteration 27Q: 3 clusters Score -250652.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -250652.343750 Penalty: 3682.977539
	Iteration 28F: 3 clusters Score -250652.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -4567880.000000 Penalty: 2546.168945
	Iteration 0F: 2 clusters Score -4567880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4548035.000000 Penalty: 5092.337891
	Iteration 0F: 3 clusters Score -4548035 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4555070.500000 Penalty: 5092.337891
	Iteration 1F: 3 clusters Score -4555070 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4555496.000000 Penalty: 5092.337891
	Iteration 2Q: 3 clusters Score -4555496 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4555843.000000 Penalty: 5092.337891
	Iteration 3Q: 3 clusters Score -4555843 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -4556064.500000 Penalty: 5092.337891
	Iteration 4Q: 3 clusters Score -4556064 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4556275.500000 Penalty: 5092.337891
	Iteration 5Q: 3 clusters Score -4556276 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4556432.500000 Penalty: 5092.337891
	Iteration 6Q: 3 clusters Score -4556432 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4556625.000000 Penalty: 5092.337891
	Iteration 7Q: 3 clusters Score -4556625 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4556854.000000 Penalty: 5092.337891
	Iteration 8Q: 3 clusters Score -4556854 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4557141.500000 Penalty: 5092.337891
	Iteration 9Q: 3 clusters Score -4557142 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -4557568.500000 Penalty: 5092.337891
	Iteration 10Q: 3 clusters Score -4557568 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4558171.500000 Penalty: 5092.337891
	Iteration 11Q: 3 clusters Score -4558172 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4559020.000000 Penalty: 5092.337891
	Iteration 12F: 3 clusters Score -4559020 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4560188.000000 Penalty: 5092.337891
	Iteration 13F: 3 clusters Score -4560188 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4561527.000000 Penalty: 5092.337891
	Iteration 14F: 3 clusters Score -4561527 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4562824.500000 Penalty: 5092.337891
	Iteration 15F: 3 clusters Score -4562824 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -4563886.500000 Penalty: 5092.337891
	Iteration 16Q: 3 clusters Score -4563886 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -4564633.500000 Penalty: 5092.337891
	Iteration 17Q: 3 clusters Score -4564634 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4565052.000000 Penalty: 5092.337891
	Iteration 18Q: 3 clusters Score -4565052 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -4565276.500000 Penalty: 5092.337891
	Iteration 19Q: 3 clusters Score -4565276 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -4565407.500000 Penalty: 5092.337891
	Iteration 20F: 3 clusters Score -4565408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -4565496.500000 Penalty: 5092.337891
	Iteration 21Q: 3 clusters Score -4565496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -4565555.500000 Penalty: 5092.337891
	Iteration 22Q: 3 clusters Score -4565556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4565603.500000 Penalty: 5092.337891
	Iteration 23Q: 3 clusters Score -4565604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4565638.000000 Penalty: 5092.337891
	Iteration 24Q: 3 clusters Score -4565638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4565657.500000 Penalty: 5092.337891
	Iteration 25Q: 3 clusters Score -4565658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -4565670.500000 Penalty: 5092.337891
	Iteration 26Q: 3 clusters Score -4565670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -4565688.500000 Penalty: 5092.337891
	Iteration 27Q: 3 clusters Score -4565688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -4565696.500000 Penalty: 5092.337891
	Iteration 28Q: 3 clusters Score -4565696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -4565704.000000 Penalty: 5092.337891
	Iteration 29Q: 3 clusters Score -4565704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -4565710.500000 Penalty: 5092.337891
	Iteration 30Q: 3 clusters Score -4565710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4565717.000000 Penalty: 5092.337891
	Iteration 31Q: 3 clusters Score -4565717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4565719.000000 Penalty: 5092.337891
	Iteration 32Q: 3 clusters Score -4565719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4565718.000000 Penalty: 5092.337891
	Iteration 33Q: 3 clusters Score -4565718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4565718.000000 Penalty: 5092.337891
	Iteration 34F: 3 clusters Score -4565718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Entering Unmasked Estep 
Score: -574527.062500 Penalty: 2052.609131
	Iteration 0F: 2 clusters Score -574527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -570686.937500 Penalty: 4105.218262
	Iteration 0F: 3 clusters Score -570686.9 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -571641.000000 Penalty: 4105.218262
	Iteration 1F: 3 clusters Score -571641 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -571990.187500 Penalty: 4105.218262
	Iteration 2F: 3 clusters Score -571990.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -572411.125000 Penalty: 4105.218262
	Iteration 3F: 3 clusters Score -572411.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -572910.937500 Penalty: 4105.218262
	Iteration 4F: 3 clusters Score -572910.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -573360.250000 Penalty: 4105.218262
	Iteration 5F: 3 clusters Score -573360.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -573645.750000 Penalty: 4105.218262
	Iteration 6F: 3 clusters Score -573645.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -573806.750000 Penalty: 4105.218262
	Iteration 7Q: 3 clusters Score -573806.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -573885.000000 Penalty: 4105.218262
	Iteration 8Q: 3 clusters Score -573885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -573913.187500 Penalty: 4105.218262
	Iteration 9Q: 3 clusters Score -573913.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -573933.562500 Penalty: 4105.218262
	Iteration 10Q: 3 clusters Score -573933.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -573961.062500 Penalty: 4105.218262
	Iteration 11Q: 3 clusters Score -573961.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -573981.187500 Penalty: 4105.218262
	Iteration 12Q: 3 clusters Score -573981.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -573994.625000 Penalty: 4105.218262
	Iteration 13Q: 3 clusters Score -573994.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -574004.125000 Penalty: 4105.218262
	Iteration 14Q: 3 clusters Score -574004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -574012.000000 Penalty: 4105.218262
	Iteration 15Q: 3 clusters Score -574012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -574016.625000 Penalty: 4105.218262
	Iteration 16Q: 3 clusters Score -574016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -574018.625000 Penalty: 4105.218262
	Iteration 17Q: 3 clusters Score -574018.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -574018.625000 Penalty: 4105.218262
	Iteration 18F: 3 clusters Score -574018.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101470 members 
Entering Unmasked Estep 
Score: -16005671.000000 Penalty: 2858.824463
	Iteration 0F: 2 clusters Score -1.600567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -15939596.000000 Penalty: 5717.648926
	Iteration 0F: 3 clusters Score -1.59396e+07 nChanged 48213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -15967492.000000 Penalty: 5717.648926
	Iteration 1F: 3 clusters Score -1.596749e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -15968722.000000 Penalty: 5717.648926
	Iteration 2Q: 3 clusters Score -1.596872e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -15970881.000000 Penalty: 5717.648926
	Iteration 3Q: 3 clusters Score -1.597088e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -15974295.000000 Penalty: 5717.648926
	Iteration 4F: 3 clusters Score -1.59743e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 72795 members 
Entering Unmasked Estep 
Score: -15979555.000000 Penalty: 5717.648926
	Iteration 5F: 3 clusters Score -1.597956e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -15986281.000000 Penalty: 5717.648926
	Iteration 6F: 3 clusters Score -1.598628e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -15992470.000000 Penalty: 5717.648926
	Iteration 7F: 3 clusters Score -1.599247e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -15997129.000000 Penalty: 5717.648926
	Iteration 8F: 3 clusters Score -1.599713e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -15999897.000000 Penalty: 5717.648926
	Iteration 9Q: 3 clusters Score -1.59999e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 97781 members 
Entering Unmasked Estep 
Score: -16001349.000000 Penalty: 5717.648926
	Iteration 10Q: 3 clusters Score -1.600135e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
Score: -16002135.000000 Penalty: 5717.648926
	Iteration 11Q: 3 clusters Score -1.600214e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -16002651.000000 Penalty: 5717.648926
	Iteration 12Q: 3 clusters Score -1.600265e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 100240 members 
Entering Unmasked Estep 
Score: -16002959.000000 Penalty: 5717.648926
	Iteration 13Q: 3 clusters Score -1.600296e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -16003123.000000 Penalty: 5717.648926
	Iteration 14Q: 3 clusters Score -1.600312e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -16003197.000000 Penalty: 5717.648926
	Iteration 15Q: 3 clusters Score -1.60032e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -16003263.000000 Penalty: 5717.648926
	Iteration 16Q: 3 clusters Score -1.600326e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 100828 members 
Entering Unmasked Estep 
Score: -16003328.000000 Penalty: 5717.648926
	Iteration 17Q: 3 clusters Score -1.600333e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -16003338.000000 Penalty: 5717.648926
	Iteration 18Q: 3 clusters Score -1.600334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -16003351.000000 Penalty: 5717.648926
	Iteration 19Q: 3 clusters Score -1.600335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -16003383.000000 Penalty: 5717.648926
	Iteration 20F: 3 clusters Score -1.600338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 100918 members 
Entering Unmasked Estep 
Score: -16003396.000000 Penalty: 5717.648926
	Iteration 21Q: 3 clusters Score -1.60034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -16003416.000000 Penalty: 5717.648926
	Iteration 22Q: 3 clusters Score -1.600342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -16003398.000000 Penalty: 5717.648926
	Iteration 23Q: 3 clusters Score -1.60034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -16003411.000000 Penalty: 5717.648926
	Iteration 24Q: 3 clusters Score -1.600341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -16003399.000000 Penalty: 5717.648926
	Iteration 25Q: 3 clusters Score -1.60034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 100959 members 
Entering Unmasked Estep 
Score: -16003413.000000 Penalty: 5717.648926
	Iteration 26Q: 3 clusters Score -1.600341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 100967 members 
Entering Unmasked Estep 
Score: -16003430.000000 Penalty: 5717.648926
	Iteration 27Q: 3 clusters Score -1.600343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -16003433.000000 Penalty: 5717.648926
	Iteration 28Q: 3 clusters Score -1.600343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 100975 members 
Entering Unmasked Estep 
Score: -16003433.000000 Penalty: 5717.648926
	Iteration 29Q: 3 clusters Score -1.600343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -16003435.000000 Penalty: 5717.648926
	Iteration 30Q: 3 clusters Score -1.600344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -16003435.000000 Penalty: 5717.648926
	Iteration 31F: 3 clusters Score -1.600344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -54535.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -54535.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53127.039062 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -53127.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53319.910156 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -53319.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53372.738281 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -53372.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53422.128906 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -53422.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53470.421875 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -53470.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53492.453125 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -53492.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53541.824219 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -53541.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53574.601562 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -53574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53581.476562 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -53581.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53592.828125 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -53592.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53624.906250 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -53624.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53664.414062 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -53664.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53693.851562 Penalty: 2982.802734
	Iteration 12Q: 3 clusters Score -53693.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53709.585938 Penalty: 2982.802734
	Iteration 13Q: 3 clusters Score -53709.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53724.507812 Penalty: 2982.802734
	Iteration 14Q: 3 clusters Score -53724.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53761.000000 Penalty: 2982.802734
	Iteration 15Q: 3 clusters Score -53761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53795.613281 Penalty: 2982.802734
	Iteration 16Q: 3 clusters Score -53795.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53856.523438 Penalty: 2982.802734
	Iteration 17Q: 3 clusters Score -53856.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53895.253906 Penalty: 2982.802734
	Iteration 18Q: 3 clusters Score -53895.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -53912.957031 Penalty: 2982.802734
	Iteration 19Q: 3 clusters Score -53912.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53944.656250 Penalty: 2982.802734
	Iteration 20F: 3 clusters Score -53944.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54080.398438 Penalty: 2982.802734
	Iteration 21Q: 3 clusters Score -54080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54126.605469 Penalty: 2982.802734
	Iteration 22Q: 3 clusters Score -54126.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54134.273438 Penalty: 2982.802734
	Iteration 23Q: 3 clusters Score -54134.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54138.664062 Penalty: 2982.802734
	Iteration 24Q: 3 clusters Score -54138.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54147.601562 Penalty: 2982.802734
	Iteration 25Q: 3 clusters Score -54147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54160.148438 Penalty: 2982.802734
	Iteration 26Q: 3 clusters Score -54160.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54169.601562 Penalty: 2982.802734
	Iteration 27Q: 3 clusters Score -54169.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54177.289062 Penalty: 2982.802734
	Iteration 28Q: 3 clusters Score -54177.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54180.015625 Penalty: 2982.802734
	Iteration 29Q: 3 clusters Score -54180.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54180.015625 Penalty: 2982.802734
	Iteration 30F: 3 clusters Score -54180.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Entering Unmasked Estep 
Score: -3843537.500000 Penalty: 2506.909912
	Iteration 0F: 2 clusters Score -3843538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3826473.000000 Penalty: 5013.819824
	Iteration 0F: 3 clusters Score -3826473 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3832284.250000 Penalty: 5013.819824
	Iteration 1F: 3 clusters Score -3832284 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3832741.000000 Penalty: 5013.819824
	Iteration 2Q: 3 clusters Score -3832741 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3833158.250000 Penalty: 5013.819824
	Iteration 3Q: 3 clusters Score -3833158 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3833702.750000 Penalty: 5013.819824
	Iteration 4Q: 3 clusters Score -3833703 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3834309.250000 Penalty: 5013.819824
	Iteration 5Q: 3 clusters Score -3834309 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3835003.000000 Penalty: 5013.819824
	Iteration 6Q: 3 clusters Score -3835003 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3835764.250000 Penalty: 5013.819824
	Iteration 7F: 3 clusters Score -3835764 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3836760.250000 Penalty: 5013.819824
	Iteration 8F: 3 clusters Score -3836760 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -3838036.750000 Penalty: 5013.819824
	Iteration 9F: 3 clusters Score -3838037 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3839484.000000 Penalty: 5013.819824
	Iteration 10F: 3 clusters Score -3839484 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -3840945.000000 Penalty: 5013.819824
	Iteration 11F: 3 clusters Score -3840945 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3842295.250000 Penalty: 5013.819824
	Iteration 12F: 3 clusters Score -3842295 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3843276.500000 Penalty: 5013.819824
	Iteration 13Q: 3 clusters Score -3843276 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3843749.500000 Penalty: 5013.819824
	Iteration 14Q: 3 clusters Score -3843750 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3843893.750000 Penalty: 5013.819824
	Iteration 15Q: 3 clusters Score -3843894 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3843939.500000 Penalty: 5013.819824
	Iteration 16Q: 3 clusters Score -3843940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3843957.000000 Penalty: 5013.819824
	Iteration 17Q: 3 clusters Score -3843957 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3843971.000000 Penalty: 5013.819824
	Iteration 18Q: 3 clusters Score -3843971 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3843971.500000 Penalty: 5013.819824
	Iteration 19Q: 3 clusters Score -3843972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3843975.750000 Penalty: 5013.819824
	Iteration 20F: 3 clusters Score -3843976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3843984.750000 Penalty: 5013.819824
	Iteration 21Q: 3 clusters Score -3843985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3843998.500000 Penalty: 5013.819824
	Iteration 22Q: 3 clusters Score -3843998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3843997.000000 Penalty: 5013.819824
	Iteration 23Q: 3 clusters Score -3843997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3843997.500000 Penalty: 5013.819824
	Iteration 24Q: 3 clusters Score -3843998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3843996.500000 Penalty: 5013.819824
	Iteration 25Q: 3 clusters Score -3843996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3843995.000000 Penalty: 5013.819824
	Iteration 26Q: 3 clusters Score -3843995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3843992.750000 Penalty: 5013.819824
	Iteration 27Q: 3 clusters Score -3843993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3843993.500000 Penalty: 5013.819824
	Iteration 28Q: 3 clusters Score -3843994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3843994.750000 Penalty: 5013.819824
	Iteration 29Q: 3 clusters Score -3843995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3843990.250000 Penalty: 5013.819824
	Iteration 30Q: 3 clusters Score -3843990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3843983.250000 Penalty: 5013.819824
	Iteration 31Q: 3 clusters Score -3843983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3843983.250000 Penalty: 5013.819824
	Iteration 32F: 3 clusters Score -3843983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111614 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34908 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10951 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123258 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101470 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 12367 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Mstep: Class 44 contains 12184 members 
Entering Unmasked Estep 
Score: -86710984.000000 Penalty: 144519.937500
Splitting cluster 32 changes total score from -86711560.000000 to -86710984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -362455.468750 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -362455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -359582.656250 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -359582.7 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -360135.062500 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -360135.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -360264.000000 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -360264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -360344.281250 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -360344.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -360416.656250 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -360416.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -360489.000000 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -360489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -360565.718750 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -360565.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -360646.406250 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -360646.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -360724.093750 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -360724.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -360785.750000 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -360785.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -360842.718750 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -360842.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -360913.375000 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -360913.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -360976.281250 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -360976.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -361031.031250 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -361031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -361076.156250 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -361076.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -361112.937500 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -361112.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -361141.968750 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -361142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -361165.718750 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -361165.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -361186.562500 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -361186.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -361200.937500 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -361200.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -361215.281250 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -361215.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -361226.656250 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -361226.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -361237.687500 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -361237.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -361247.500000 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -361247.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -361256.250000 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -361256.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -361262.875000 Penalty: 3859.858887
	Iteration 25Q: 3 clusters Score -361262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -361263.437500 Penalty: 3859.858887
	Iteration 26Q: 3 clusters Score -361263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -361265.093750 Penalty: 3859.858887
	Iteration 27Q: 3 clusters Score -361265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -361266.062500 Penalty: 3859.858887
	Iteration 28Q: 3 clusters Score -361266.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -361266.062500 Penalty: 3859.858887
	Iteration 29F: 3 clusters Score -361266.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Entering Unmasked Estep 
Score: -1163737.750000 Penalty: 2215.286865
	Iteration 0F: 2 clusters Score -1163738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1157622.750000 Penalty: 4430.573730
	Iteration 0F: 3 clusters Score -1157623 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1159579.375000 Penalty: 4430.573730
	Iteration 1F: 3 clusters Score -1159579 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1160109.250000 Penalty: 4430.573730
	Iteration 2F: 3 clusters Score -1160109 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1160618.625000 Penalty: 4430.573730
	Iteration 3F: 3 clusters Score -1160619 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1161022.875000 Penalty: 4430.573730
	Iteration 4F: 3 clusters Score -1161023 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1161309.625000 Penalty: 4430.573730
	Iteration 5F: 3 clusters Score -1161310 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1161549.375000 Penalty: 4430.573730
	Iteration 6Q: 3 clusters Score -1161549 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1161764.250000 Penalty: 4430.573730
	Iteration 7Q: 3 clusters Score -1161764 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1161985.250000 Penalty: 4430.573730
	Iteration 8Q: 3 clusters Score -1161985 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1162210.250000 Penalty: 4430.573730
	Iteration 9Q: 3 clusters Score -1162210 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1162442.125000 Penalty: 4430.573730
	Iteration 10Q: 3 clusters Score -1162442 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1162621.750000 Penalty: 4430.573730
	Iteration 11Q: 3 clusters Score -1162622 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1162741.000000 Penalty: 4430.573730
	Iteration 12Q: 3 clusters Score -1162741 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1162797.000000 Penalty: 4430.573730
	Iteration 13Q: 3 clusters Score -1162797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1162823.875000 Penalty: 4430.573730
	Iteration 14Q: 3 clusters Score -1162824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1162833.500000 Penalty: 4430.573730
	Iteration 15Q: 3 clusters Score -1162834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1162845.000000 Penalty: 4430.573730
	Iteration 16Q: 3 clusters Score -1162845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1162852.000000 Penalty: 4430.573730
	Iteration 17Q: 3 clusters Score -1162852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1162852.125000 Penalty: 4430.573730
	Iteration 18Q: 3 clusters Score -1162852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1162851.375000 Penalty: 4430.573730
	Iteration 19Q: 3 clusters Score -1162851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1162851.375000 Penalty: 4430.573730
	Iteration 20F: 3 clusters Score -1162851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1162855.000000 Penalty: 4430.573730
	Iteration 21Q: 3 clusters Score -1162855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1162853.500000 Penalty: 4430.573730
	Iteration 22Q: 3 clusters Score -1162854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1162854.000000 Penalty: 4430.573730
	Iteration 23Q: 3 clusters Score -1162854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1162851.875000 Penalty: 4430.573730
	Iteration 24Q: 3 clusters Score -1162852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1162851.875000 Penalty: 4430.573730
	Iteration 25F: 3 clusters Score -1162852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -117468.523438 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -117468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115735.750000 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -115735.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116185.500000 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -116185.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116450.445312 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -116450.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -116611.156250 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -116611.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116744.578125 Penalty: 3367.330078
	Iteration 4F: 3 clusters Score -116744.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116812.820312 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -116812.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116864.750000 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -116864.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116897.609375 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -116897.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -116902.140625 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -116902.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -116904.078125 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -116904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -116907.078125 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -116907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116913.390625 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -116913.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -116926.734375 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -116926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -116930.640625 Penalty: 3367.330078
	Iteration 13Q: 3 clusters Score -116930.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -116935.687500 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -116935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -116938.734375 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -116938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -116938.734375 Penalty: 3367.330078
	Iteration 16F: 3 clusters Score -116938.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -13910.423828 Penalty: 1234.229980
	Iteration 0F: 2 clusters Score -13910.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13062.694336 Penalty: 2468.459961
	Iteration 0F: 3 clusters Score -13062.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13151.558594 Penalty: 2468.459961
	Iteration 1F: 3 clusters Score -13151.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13225.886719 Penalty: 2468.459961
	Iteration 2Q: 3 clusters Score -13225.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13245.974609 Penalty: 2468.459961
	Iteration 3Q: 3 clusters Score -13245.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -13253.160156 Penalty: 2468.459961
	Iteration 4Q: 3 clusters Score -13253.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13271.101562 Penalty: 2468.459961
	Iteration 5Q: 3 clusters Score -13271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13271.101562 Penalty: 2468.459961
	Iteration 6F: 3 clusters Score -13271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -889394.062500 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -889394.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -884395.375000 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -884395.4 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -885691.437500 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -885691.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -885930.750000 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -885930.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -886095.625000 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -886095.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -886199.500000 Penalty: 4292.467773
	Iteration 4Q: 3 clusters Score -886199.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -886297.062500 Penalty: 4292.467773
	Iteration 5Q: 3 clusters Score -886297.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -886384.375000 Penalty: 4292.467773
	Iteration 6Q: 3 clusters Score -886384.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -886448.875000 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -886448.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -886516.875000 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -886516.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -886593.250000 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -886593.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -886681.312500 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -886681.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -886770.375000 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -886770.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -886861.875000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -886861.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -886951.500000 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -886951.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -887030.062500 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -887030.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -887108.125000 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -887108.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -887191.187500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -887191.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -887257.812500 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -887257.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -887313.500000 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -887313.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -887349.875000 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -887349.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -887379.812500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -887379.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -887401.812500 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -887401.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -887433.250000 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -887433.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -887465.500000 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -887465.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -887493.375000 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -887493.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -887519.625000 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -887519.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -887547.687500 Penalty: 4292.467773
	Iteration 26Q: 3 clusters Score -887547.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -887576.562500 Penalty: 4292.467773
	Iteration 27Q: 3 clusters Score -887576.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -887600.312500 Penalty: 4292.467773
	Iteration 28Q: 3 clusters Score -887600.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -887616.250000 Penalty: 4292.467773
	Iteration 29Q: 3 clusters Score -887616.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -887631.500000 Penalty: 4292.467773
	Iteration 30Q: 3 clusters Score -887631.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -887643.625000 Penalty: 4292.467773
	Iteration 31Q: 3 clusters Score -887643.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -887654.437500 Penalty: 4292.467773
	Iteration 32Q: 3 clusters Score -887654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -887661.250000 Penalty: 4292.467773
	Iteration 33Q: 3 clusters Score -887661.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -887664.625000 Penalty: 4292.467773
	Iteration 34Q: 3 clusters Score -887664.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -887672.187500 Penalty: 4292.467773
	Iteration 35Q: 3 clusters Score -887672.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -887678.875000 Penalty: 4292.467773
	Iteration 36Q: 3 clusters Score -887678.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -887684.187500 Penalty: 4292.467773
	Iteration 37Q: 3 clusters Score -887684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -887689.875000 Penalty: 4292.467773
	Iteration 38Q: 3 clusters Score -887689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -887695.062500 Penalty: 4292.467773
	Iteration 39Q: 3 clusters Score -887695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -887699.437500 Penalty: 4292.467773
	Iteration 40F: 3 clusters Score -887699.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -887702.187500 Penalty: 4292.467773
	Iteration 41Q: 3 clusters Score -887702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -887705.062500 Penalty: 4292.467773
	Iteration 42Q: 3 clusters Score -887705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -887704.937500 Penalty: 4292.467773
	Iteration 43Q: 3 clusters Score -887704.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -887707.125000 Penalty: 4292.467773
	Iteration 44Q: 3 clusters Score -887707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -887713.125000 Penalty: 4292.467773
	Iteration 45Q: 3 clusters Score -887713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -887714.000000 Penalty: 4292.467773
	Iteration 46Q: 3 clusters Score -887714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -887714.250000 Penalty: 4292.467773
	Iteration 47Q: 3 clusters Score -887714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -887717.875000 Penalty: 4292.467773
	Iteration 48Q: 3 clusters Score -887717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -887718.500000 Penalty: 4292.467773
	Iteration 49Q: 3 clusters Score -887718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -887719.937500 Penalty: 4292.467773
	Iteration 50Q: 3 clusters Score -887719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -887720.375000 Penalty: 4292.467773
	Iteration 51Q: 3 clusters Score -887720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -887720.375000 Penalty: 4292.467773
	Iteration 52F: 3 clusters Score -887720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -34556.246094 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -34556.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33347.992188 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -33347.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33538.320312 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -33538.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33644.957031 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -33644.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33694.941406 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -33694.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33752.335938 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -33752.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33760.574219 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -33760.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33760.574219 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -33760.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -203841.921875 Penalty: 1790.471313
	Iteration 0F: 2 clusters Score -203841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -201683.765625 Penalty: 3580.942627
	Iteration 0F: 3 clusters Score -201683.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -202075.328125 Penalty: 3580.942627
	Iteration 1F: 3 clusters Score -202075.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -202184.921875 Penalty: 3580.942627
	Iteration 2F: 3 clusters Score -202184.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -202238.062500 Penalty: 3580.942627
	Iteration 3Q: 3 clusters Score -202238.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -202258.750000 Penalty: 3580.942627
	Iteration 4Q: 3 clusters Score -202258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -202270.531250 Penalty: 3580.942627
	Iteration 5Q: 3 clusters Score -202270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202278.375000 Penalty: 3580.942627
	Iteration 6Q: 3 clusters Score -202278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202281.562500 Penalty: 3580.942627
	Iteration 7Q: 3 clusters Score -202281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -202288.765625 Penalty: 3580.942627
	Iteration 8Q: 3 clusters Score -202288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -202296.390625 Penalty: 3580.942627
	Iteration 9Q: 3 clusters Score -202296.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -202300.812500 Penalty: 3580.942627
	Iteration 10Q: 3 clusters Score -202300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202306.812500 Penalty: 3580.942627
	Iteration 11Q: 3 clusters Score -202306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202311.656250 Penalty: 3580.942627
	Iteration 12Q: 3 clusters Score -202311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -202314.234375 Penalty: 3580.942627
	Iteration 13Q: 3 clusters Score -202314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -202317.875000 Penalty: 3580.942627
	Iteration 14Q: 3 clusters Score -202317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -202319.468750 Penalty: 3580.942627
	Iteration 15Q: 3 clusters Score -202319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -202321.296875 Penalty: 3580.942627
	Iteration 16Q: 3 clusters Score -202321.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202325.359375 Penalty: 3580.942627
	Iteration 17Q: 3 clusters Score -202325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -202329.984375 Penalty: 3580.942627
	Iteration 18Q: 3 clusters Score -202330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202332.109375 Penalty: 3580.942627
	Iteration 19Q: 3 clusters Score -202332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -202332.515625 Penalty: 3580.942627
	Iteration 20F: 3 clusters Score -202332.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -288991.312500 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -288991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -286459.625000 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -286459.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -286903.187500 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -286903.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -287001.187500 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -287001.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -287042.843750 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -287042.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -287069.437500 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -287069.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -287085.593750 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -287085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -287095.656250 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -287095.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -287104.687500 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -287104.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -287119.250000 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -287119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -287125.625000 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -287125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -287130.062500 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -287130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -287132.750000 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -287132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -287134.593750 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -287134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -287137.062500 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -287137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -287139.125000 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -287139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287140.031250 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -287140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287140.031250 Penalty: 3724.358398
	Iteration 16F: 3 clusters Score -287140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -112075.242188 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -112075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110330.562500 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -110330.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110575.507812 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -110575.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110723.664062 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -110723.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110794.429688 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -110794.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110840.742188 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -110840.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -110881.890625 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -110881.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -110902.859375 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -110902.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -110946.796875 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -110946.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -110981.835938 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -110981.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -111002.257812 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -111002.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -111015.578125 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -111015.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -111039.695312 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -111039.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -111071.195312 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -111071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -111090.882812 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -111090.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -111106.828125 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -111106.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -111124.867188 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -111124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -111143.914062 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -111143.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -111155.476562 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -111155.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -111170.656250 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -111170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -111184.343750 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -111184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -111191.257812 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -111191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -111193.546875 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -111193.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -111193.546875 Penalty: 3313.081299
	Iteration 22F: 3 clusters Score -111193.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -99747.289062 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -99747.29 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 413 members 
Entering Unmasked Estep 
Score: -98027.593750 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -98027.59 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98358.679688 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -98358.68 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98546.140625 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -98546.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98706.140625 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -98706.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98854.601562 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -98854.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -99011.085938 Penalty: 3339.176514
	Iteration 5F: 3 clusters Score -99011.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -99077.500000 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -99077.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99127.250000 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -99127.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99166.500000 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -99166.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99224.710938 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -99224.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99271.648438 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -99271.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -99307.882812 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -99307.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99336.859375 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -99336.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99348.429688 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -99348.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -99359.187500 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -99359.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -99378.468750 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -99378.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99386.968750 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -99386.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99388.273438 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -99388.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99390.812500 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -99390.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -99390.812500 Penalty: 3339.176514
	Iteration 19F: 3 clusters Score -99390.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -224474.093750 Penalty: 1805.442017
	Iteration 0F: 2 clusters Score -224474.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -222209.296875 Penalty: 3610.884033
	Iteration 0F: 3 clusters Score -222209.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -222580.500000 Penalty: 3610.884033
	Iteration 1F: 3 clusters Score -222580.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -222668.343750 Penalty: 3610.884033
	Iteration 2F: 3 clusters Score -222668.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222707.703125 Penalty: 3610.884033
	Iteration 3Q: 3 clusters Score -222707.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -222737.078125 Penalty: 3610.884033
	Iteration 4Q: 3 clusters Score -222737.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -222753.265625 Penalty: 3610.884033
	Iteration 5Q: 3 clusters Score -222753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -222769.562500 Penalty: 3610.884033
	Iteration 6Q: 3 clusters Score -222769.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -222780.234375 Penalty: 3610.884033
	Iteration 7Q: 3 clusters Score -222780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -222788.828125 Penalty: 3610.884033
	Iteration 8Q: 3 clusters Score -222788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -222795.656250 Penalty: 3610.884033
	Iteration 9Q: 3 clusters Score -222795.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -222796.468750 Penalty: 3610.884033
	Iteration 10Q: 3 clusters Score -222796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -222796.468750 Penalty: 3610.884033
	Iteration 11F: 3 clusters Score -222796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111614 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34908 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10951 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123258 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5028 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101470 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7575 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711560.000000 Penalty: 141235.390625
Iteration 239Q: 44 clusters Score -8.671156e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 254 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111618 members 
Mstep: Class 5 contains 220 members 
Mstep: Class 6 contains 34908 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123252 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5029 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28764 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101468 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86711760.000000 Penalty: 141235.390625
Iteration 240F: 44 clusters Score -8.671176e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111614 members 
Mstep: Class 5 contains 219 members 
Mstep: Class 6 contains 34908 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29383 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10959 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123248 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5029 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28766 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 101466 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 152 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 839 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712280.000000 Penalty: 141235.390625
Iteration 241Q: 44 clusters Score -8.671228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111609 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29383 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10969 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123246 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5030 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28765 members 
Mstep: Class 29 contains 3932 members 
Mstep: Class 30 contains 101465 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24549 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 843 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712216.000000 Penalty: 141235.390625
Iteration 242Q: 44 clusters Score -8.671222e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111608 members 
Mstep: Class 5 contains 223 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10978 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123238 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 28763 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101466 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24550 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712176.000000 Penalty: 141235.390625
Iteration 243Q: 44 clusters Score -8.671218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111597 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 10990 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8856 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123234 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101470 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24551 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712232.000000 Penalty: 141235.390625
Iteration 244Q: 44 clusters Score -8.671223e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111585 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123231 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28764 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101473 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24552 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7576 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712240.000000 Penalty: 141235.390625
Iteration 245Q: 44 clusters Score -8.671224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111579 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11008 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123226 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28763 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101475 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712264.000000 Penalty: 141235.390625
Iteration 246Q: 44 clusters Score -8.671226e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111581 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11013 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123214 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101482 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712208.000000 Penalty: 141235.390625
Iteration 247Q: 44 clusters Score -8.671221e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111583 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5640 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11021 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123204 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101485 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7577 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712216.000000 Penalty: 141235.390625
Iteration 248Q: 44 clusters Score -8.671222e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111578 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11028 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8855 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123199 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101489 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7578 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712296.000000 Penalty: 141235.390625
Iteration 249Q: 44 clusters Score -8.67123e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111559 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11037 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123192 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28763 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101499 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7580 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712320.000000 Penalty: 141235.390625
Iteration 250Q: 44 clusters Score -8.671232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111549 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11042 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123189 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28763 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101506 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7581 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712384.000000 Penalty: 141235.390625
Iteration 251Q: 44 clusters Score -8.671238e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111544 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11046 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6056 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123181 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28762 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101514 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7580 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712384.000000 Penalty: 141235.390625
Iteration 252Q: 44 clusters Score -8.671238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111548 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123172 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28767 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101512 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7581 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712336.000000 Penalty: 141235.390625
Iteration 253Q: 44 clusters Score -8.671234e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111548 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123163 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28771 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101512 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7581 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712312.000000 Penalty: 141235.390625
Iteration 254Q: 44 clusters Score -8.671231e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111553 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11059 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123153 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28773 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101509 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712336.000000 Penalty: 141235.390625
Iteration 255Q: 44 clusters Score -8.671234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111554 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 6959 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11066 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123148 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28779 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101499 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712336.000000 Penalty: 141235.390625
Iteration 256Q: 44 clusters Score -8.671234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111560 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11071 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123139 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28781 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101497 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712304.000000 Penalty: 141235.390625
Iteration 257Q: 44 clusters Score -8.67123e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111563 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11077 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123130 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28786 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101492 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712296.000000 Penalty: 141235.390625
Iteration 258Q: 44 clusters Score -8.67123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111566 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11080 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123125 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28787 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101489 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712256.000000 Penalty: 141235.390625
Iteration 259Q: 44 clusters Score -8.671226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111569 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5639 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 8123 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11078 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123120 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28793 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101486 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7584 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 143 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712424.000000 Penalty: 141235.390625
Iteration 260F: 44 clusters Score -8.671242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111564 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11081 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123122 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101484 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 146 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 844 members 
Mstep: Class 43 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712480.000000 Penalty: 141235.390625
Iteration 261Q: 44 clusters Score -8.671248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111566 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11082 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123117 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101486 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712440.000000 Penalty: 141235.390625
Iteration 262Q: 44 clusters Score -8.671244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11087 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123113 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28795 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101483 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712456.000000 Penalty: 141235.390625
Iteration 263Q: 44 clusters Score -8.671246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111572 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11093 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123107 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101479 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712416.000000 Penalty: 141235.390625
Iteration 264Q: 44 clusters Score -8.671242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111570 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11098 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123101 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28797 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101478 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712440.000000 Penalty: 141235.390625
Iteration 265Q: 44 clusters Score -8.671244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111568 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34907 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11105 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123095 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28797 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101477 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712392.000000 Penalty: 141235.390625
Iteration 266Q: 44 clusters Score -8.671239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111560 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 29388 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11113 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123093 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 101479 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712392.000000 Penalty: 141235.390625
Iteration 267Q: 44 clusters Score -8.671239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111557 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29388 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123085 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101481 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712432.000000 Penalty: 141235.390625
Iteration 268Q: 44 clusters Score -8.671243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111548 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29388 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11136 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123079 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101482 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712376.000000 Penalty: 141235.390625
Iteration 269Q: 44 clusters Score -8.671238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111541 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 29388 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11144 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123077 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101483 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712400.000000 Penalty: 141235.390625
Iteration 270Q: 44 clusters Score -8.67124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111537 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8117 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11152 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123074 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28797 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101484 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712432.000000 Penalty: 141235.390625
Iteration 271Q: 44 clusters Score -8.671243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111534 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8116 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11162 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123068 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28797 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101484 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712392.000000 Penalty: 141235.390625
Iteration 272Q: 44 clusters Score -8.671239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111532 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 6956 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11167 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123066 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28797 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101485 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1825 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712440.000000 Penalty: 141235.390625
Iteration 273Q: 44 clusters Score -8.671244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111527 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11173 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123066 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28796 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101488 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712456.000000 Penalty: 141235.390625
Iteration 274Q: 44 clusters Score -8.671246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111521 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11178 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123065 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28798 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101488 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712440.000000 Penalty: 141235.390625
Iteration 275Q: 44 clusters Score -8.671244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111514 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11183 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123064 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28799 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101492 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712424.000000 Penalty: 141235.390625
Iteration 276Q: 44 clusters Score -8.671242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111504 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5638 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11191 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123063 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28800 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101497 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7584 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5733 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712440.000000 Penalty: 141235.390625
Iteration 277Q: 44 clusters Score -8.671244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111498 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 6955 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123058 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28802 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101498 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712416.000000 Penalty: 141235.390625
Iteration 278Q: 44 clusters Score -8.671242e+07 nChanged 35
Entering ConstructFrom: 
Score: -86712416.000000 Penalty: 141235.390625
Entering ConstructFrom: 
Trying to split cluster 1 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -51753.296875 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -51753.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50432.707031 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -50432.71 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50754.984375 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -50754.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50936.417969 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -50936.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51112.941406 Penalty: 3000.667969
	Iteration 3F: 3 clusters Score -51112.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51173.082031 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -51173.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51192.246094 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -51192.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51200.507812 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -51200.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51203.066406 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -51203.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51220.660156 Penalty: 3000.667969
	Iteration 8F: 3 clusters Score -51220.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51343.613281 Penalty: 3000.667969
	Iteration 9Q: 3 clusters Score -51343.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51365.820312 Penalty: 3000.667969
	Iteration 10Q: 3 clusters Score -51365.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51369.144531 Penalty: 3000.667969
	Iteration 11Q: 3 clusters Score -51369.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -51369.144531 Penalty: 3000.667969
	Iteration 12F: 3 clusters Score -51369.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -48853.609375 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -48853.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47532.562500 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -47532.56 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -47630.660156 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -47630.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47656.183594 Penalty: 2883.808838
	Iteration 2Q: 3 clusters Score -47656.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -47671.933594 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -47671.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47681.097656 Penalty: 2883.808838
	Iteration 4Q: 3 clusters Score -47681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47681.097656 Penalty: 2883.808838
	Iteration 5F: 3 clusters Score -47681.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -242392.546875 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -242392.5 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 849 members 
Entering Unmasked Estep 
Score: -239983.328125 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -239983.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -240527.562500 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -240527.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -240779.421875 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -240779.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -240952.421875 Penalty: 3683.273193
	Iteration 3F: 3 clusters Score -240952.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -241098.203125 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -241098.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -241222.000000 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -241222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -241320.421875 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -241320.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -241367.937500 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -241367.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -241394.421875 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -241394.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -241413.968750 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -241414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241423.343750 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -241423.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -241428.703125 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -241428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241433.593750 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -241433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241436.875000 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -241436.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241439.906250 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -241439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -241440.921875 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -241440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -241442.109375 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -241442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -241442.109375 Penalty: 3683.273193
	Iteration 17F: 3 clusters Score -241442.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111497 members 
Entering Unmasked Estep 
Score: -17589864.000000 Penalty: 2882.194580
	Iteration 0F: 2 clusters Score -1.758986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -17518776.000000 Penalty: 5764.389160
	Iteration 0F: 3 clusters Score -1.751878e+07 nChanged 52701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -17548432.000000 Penalty: 5764.389160
	Iteration 1F: 3 clusters Score -1.754843e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -17549230.000000 Penalty: 5764.389160
	Iteration 2Q: 3 clusters Score -1.754923e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -17549988.000000 Penalty: 5764.389160
	Iteration 3Q: 3 clusters Score -1.754999e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -17550950.000000 Penalty: 5764.389160
	Iteration 4Q: 3 clusters Score -1.755095e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -17551994.000000 Penalty: 5764.389160
	Iteration 5Q: 3 clusters Score -1.755199e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -17553050.000000 Penalty: 5764.389160
	Iteration 6Q: 3 clusters Score -1.755305e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -17554302.000000 Penalty: 5764.389160
	Iteration 7Q: 3 clusters Score -1.75543e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -17555758.000000 Penalty: 5764.389160
	Iteration 8Q: 3 clusters Score -1.755576e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -17557798.000000 Penalty: 5764.389160
	Iteration 9Q: 3 clusters Score -1.75578e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -17560664.000000 Penalty: 5764.389160
	Iteration 10Q: 3 clusters Score -1.756066e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -17564380.000000 Penalty: 5764.389160
	Iteration 11F: 3 clusters Score -1.756438e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 77603 members 
Entering Unmasked Estep 
Score: -17568946.000000 Penalty: 5764.389160
	Iteration 12F: 3 clusters Score -1.756895e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -17573500.000000 Penalty: 5764.389160
	Iteration 13F: 3 clusters Score -1.75735e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -17576350.000000 Penalty: 5764.389160
	Iteration 14Q: 3 clusters Score -1.757635e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -17577802.000000 Penalty: 5764.389160
	Iteration 15Q: 3 clusters Score -1.75778e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -17578702.000000 Penalty: 5764.389160
	Iteration 16Q: 3 clusters Score -1.75787e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -17579524.000000 Penalty: 5764.389160
	Iteration 17Q: 3 clusters Score -1.757952e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -17580312.000000 Penalty: 5764.389160
	Iteration 18Q: 3 clusters Score -1.758031e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -17581084.000000 Penalty: 5764.389160
	Iteration 19Q: 3 clusters Score -1.758108e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -17581924.000000 Penalty: 5764.389160
	Iteration 20F: 3 clusters Score -1.758192e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -17582630.000000 Penalty: 5764.389160
	Iteration 21Q: 3 clusters Score -1.758263e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -17583270.000000 Penalty: 5764.389160
	Iteration 22Q: 3 clusters Score -1.758327e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -17583926.000000 Penalty: 5764.389160
	Iteration 23Q: 3 clusters Score -1.758393e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -17584620.000000 Penalty: 5764.389160
	Iteration 24Q: 3 clusters Score -1.758462e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -17585264.000000 Penalty: 5764.389160
	Iteration 25Q: 3 clusters Score -1.758526e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 96401 members 
Entering Unmasked Estep 
Score: -17585802.000000 Penalty: 5764.389160
	Iteration 26Q: 3 clusters Score -1.75858e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 97418 members 
Entering Unmasked Estep 
Score: -17586330.000000 Penalty: 5764.389160
	Iteration 27Q: 3 clusters Score -1.758633e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -17586748.000000 Penalty: 5764.389160
	Iteration 28Q: 3 clusters Score -1.758675e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -17587206.000000 Penalty: 5764.389160
	Iteration 29Q: 3 clusters Score -1.758721e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
Score: -17587480.000000 Penalty: 5764.389160
	Iteration 30Q: 3 clusters Score -1.758748e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -17587796.000000 Penalty: 5764.389160
	Iteration 31Q: 3 clusters Score -1.75878e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -17588000.000000 Penalty: 5764.389160
	Iteration 32Q: 3 clusters Score -1.7588e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -17588064.000000 Penalty: 5764.389160
	Iteration 33Q: 3 clusters Score -1.758806e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -17588076.000000 Penalty: 5764.389160
	Iteration 34Q: 3 clusters Score -1.758808e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -17588078.000000 Penalty: 5764.389160
	Iteration 35Q: 3 clusters Score -1.758808e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -17588046.000000 Penalty: 5764.389160
	Iteration 36Q: 3 clusters Score -1.758805e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 107979 members 
Entering Unmasked Estep 
Score: -17588046.000000 Penalty: 5764.389160
	Iteration 37Q: 3 clusters Score -1.758805e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -17588092.000000 Penalty: 5764.389160
	Iteration 38Q: 3 clusters Score -1.758809e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 109281 members 
Entering Unmasked Estep 
Score: -17588022.000000 Penalty: 5764.389160
	Iteration 39Q: 3 clusters Score -1.758802e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -17587924.000000 Penalty: 5764.389160
	Iteration 40F: 3 clusters Score -1.758792e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -17587882.000000 Penalty: 5764.389160
	Iteration 41Q: 3 clusters Score -1.758788e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -17587866.000000 Penalty: 5764.389160
	Iteration 42Q: 3 clusters Score -1.758787e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 110504 members 
Entering Unmasked Estep 
Score: -17587860.000000 Penalty: 5764.389160
	Iteration 43Q: 3 clusters Score -1.758786e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -17587856.000000 Penalty: 5764.389160
	Iteration 44Q: 3 clusters Score -1.758786e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -17587846.000000 Penalty: 5764.389160
	Iteration 45Q: 3 clusters Score -1.758785e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 110789 members 
Entering Unmasked Estep 
Score: -17587846.000000 Penalty: 5764.389160
	Iteration 46Q: 3 clusters Score -1.758785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -17587852.000000 Penalty: 5764.389160
	Iteration 47Q: 3 clusters Score -1.758785e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 110871 members 
Entering Unmasked Estep 
Score: -17587870.000000 Penalty: 5764.389160
	Iteration 48Q: 3 clusters Score -1.758787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -17587884.000000 Penalty: 5764.389160
	Iteration 49Q: 3 clusters Score -1.758788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 110919 members 
Entering Unmasked Estep 
Score: -17587882.000000 Penalty: 5764.389160
	Iteration 50Q: 3 clusters Score -1.758788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -17587858.000000 Penalty: 5764.389160
	Iteration 51Q: 3 clusters Score -1.758786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -17587846.000000 Penalty: 5764.389160
	Iteration 52Q: 3 clusters Score -1.758785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -17587860.000000 Penalty: 5764.389160
	Iteration 53Q: 3 clusters Score -1.758786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -17587838.000000 Penalty: 5764.389160
	Iteration 54Q: 3 clusters Score -1.758784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 110972 members 
Entering Unmasked Estep 
Score: -17587842.000000 Penalty: 5764.389160
	Iteration 55Q: 3 clusters Score -1.758784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -17587842.000000 Penalty: 5764.389160
	Iteration 56Q: 3 clusters Score -1.758784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 110988 members 
Entering Unmasked Estep 
Score: -17587830.000000 Penalty: 5764.389160
	Iteration 57Q: 3 clusters Score -1.758783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -17587840.000000 Penalty: 5764.389160
	Iteration 58Q: 3 clusters Score -1.758784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -17587840.000000 Penalty: 5764.389160
	Iteration 59F: 3 clusters Score -1.758784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -28154.291016 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -28154.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27122.980469 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -27122.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27228.265625 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -27228.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -27264.333984 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -27264.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27293.044922 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -27293.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -27298.802734 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -27298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -27298.802734 Penalty: 2684.176270
	Iteration 5F: 3 clusters Score -27298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Entering Unmasked Estep 
Score: -5405991.500000 Penalty: 2594.168457
	Iteration 0F: 2 clusters Score -5405992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -5382316.500000 Penalty: 5188.336914
	Iteration 0F: 3 clusters Score -5382316 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -5390886.000000 Penalty: 5188.336914
	Iteration 1F: 3 clusters Score -5390886 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -5391431.000000 Penalty: 5188.336914
	Iteration 2Q: 3 clusters Score -5391431 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5391861.500000 Penalty: 5188.336914
	Iteration 3Q: 3 clusters Score -5391862 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5392298.000000 Penalty: 5188.336914
	Iteration 4Q: 3 clusters Score -5392298 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -5392851.000000 Penalty: 5188.336914
	Iteration 5Q: 3 clusters Score -5392851 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5393592.500000 Penalty: 5188.336914
	Iteration 6Q: 3 clusters Score -5393592 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5394609.000000 Penalty: 5188.336914
	Iteration 7F: 3 clusters Score -5394609 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -5395955.000000 Penalty: 5188.336914
	Iteration 8F: 3 clusters Score -5395955 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -5397694.000000 Penalty: 5188.336914
	Iteration 9F: 3 clusters Score -5397694 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -5399685.500000 Penalty: 5188.336914
	Iteration 10F: 3 clusters Score -5399686 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -5401408.000000 Penalty: 5188.336914
	Iteration 11F: 3 clusters Score -5401408 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5402514.500000 Penalty: 5188.336914
	Iteration 12Q: 3 clusters Score -5402514 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -5403104.500000 Penalty: 5188.336914
	Iteration 13Q: 3 clusters Score -5403104 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -5403444.500000 Penalty: 5188.336914
	Iteration 14Q: 3 clusters Score -5403444 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -5403564.000000 Penalty: 5188.336914
	Iteration 15Q: 3 clusters Score -5403564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -5403650.500000 Penalty: 5188.336914
	Iteration 16Q: 3 clusters Score -5403650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -5403695.000000 Penalty: 5188.336914
	Iteration 17Q: 3 clusters Score -5403695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -5403718.000000 Penalty: 5188.336914
	Iteration 18Q: 3 clusters Score -5403718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -5403742.000000 Penalty: 5188.336914
	Iteration 19Q: 3 clusters Score -5403742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5403742.000000 Penalty: 5188.336914
	Iteration 20F: 3 clusters Score -5403742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -5403751.000000 Penalty: 5188.336914
	Iteration 21Q: 3 clusters Score -5403751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -5403759.000000 Penalty: 5188.336914
	Iteration 22Q: 3 clusters Score -5403759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -5403766.000000 Penalty: 5188.336914
	Iteration 23Q: 3 clusters Score -5403766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -5403776.000000 Penalty: 5188.336914
	Iteration 24Q: 3 clusters Score -5403776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -5403781.500000 Penalty: 5188.336914
	Iteration 25Q: 3 clusters Score -5403782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -5403794.000000 Penalty: 5188.336914
	Iteration 26Q: 3 clusters Score -5403794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5403803.500000 Penalty: 5188.336914
	Iteration 27Q: 3 clusters Score -5403804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -5403813.000000 Penalty: 5188.336914
	Iteration 28Q: 3 clusters Score -5403813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -5403827.000000 Penalty: 5188.336914
	Iteration 29Q: 3 clusters Score -5403827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -5403835.000000 Penalty: 5188.336914
	Iteration 30Q: 3 clusters Score -5403835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -5403840.000000 Penalty: 5188.336914
	Iteration 31Q: 3 clusters Score -5403840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -5403847.500000 Penalty: 5188.336914
	Iteration 32Q: 3 clusters Score -5403848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -5403848.500000 Penalty: 5188.336914
	Iteration 33Q: 3 clusters Score -5403848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -5403850.500000 Penalty: 5188.336914
	Iteration 34Q: 3 clusters Score -5403850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -5403859.000000 Penalty: 5188.336914
	Iteration 35Q: 3 clusters Score -5403859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -5403858.500000 Penalty: 5188.336914
	Iteration 36Q: 3 clusters Score -5403858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5403862.000000 Penalty: 5188.336914
	Iteration 37Q: 3 clusters Score -5403862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -5403864.000000 Penalty: 5188.336914
	Iteration 38Q: 3 clusters Score -5403864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5403868.500000 Penalty: 5188.336914
	Iteration 39Q: 3 clusters Score -5403868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5403870.000000 Penalty: 5188.336914
	Iteration 40F: 3 clusters Score -5403870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5403877.500000 Penalty: 5188.336914
	Iteration 41Q: 3 clusters Score -5403878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5403874.000000 Penalty: 5188.336914
	Iteration 42Q: 3 clusters Score -5403874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -5403874.000000 Penalty: 5188.336914
	Iteration 43Q: 3 clusters Score -5403874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5403876.000000 Penalty: 5188.336914
	Iteration 44Q: 3 clusters Score -5403876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5403876.000000 Penalty: 5188.336914
	Iteration 45F: 3 clusters Score -5403876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -822642.062500 Penalty: 2142.002441
	Iteration 0F: 2 clusters Score -822642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -817694.062500 Penalty: 4284.004883
	Iteration 0F: 3 clusters Score -817694.1 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -818941.312500 Penalty: 4284.004883
	Iteration 1F: 3 clusters Score -818941.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -819227.250000 Penalty: 4284.004883
	Iteration 2F: 3 clusters Score -819227.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -819443.250000 Penalty: 4284.004883
	Iteration 3F: 3 clusters Score -819443.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -819601.875000 Penalty: 4284.004883
	Iteration 4Q: 3 clusters Score -819601.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -819698.875000 Penalty: 4284.004883
	Iteration 5Q: 3 clusters Score -819698.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -819761.437500 Penalty: 4284.004883
	Iteration 6Q: 3 clusters Score -819761.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -819816.375000 Penalty: 4284.004883
	Iteration 7Q: 3 clusters Score -819816.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -819861.937500 Penalty: 4284.004883
	Iteration 8Q: 3 clusters Score -819861.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -819905.187500 Penalty: 4284.004883
	Iteration 9Q: 3 clusters Score -819905.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -819956.875000 Penalty: 4284.004883
	Iteration 10Q: 3 clusters Score -819956.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -819997.625000 Penalty: 4284.004883
	Iteration 11Q: 3 clusters Score -819997.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -820040.062500 Penalty: 4284.004883
	Iteration 12Q: 3 clusters Score -820040.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -820081.187500 Penalty: 4284.004883
	Iteration 13Q: 3 clusters Score -820081.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -820128.187500 Penalty: 4284.004883
	Iteration 14Q: 3 clusters Score -820128.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -820175.312500 Penalty: 4284.004883
	Iteration 15Q: 3 clusters Score -820175.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -820216.937500 Penalty: 4284.004883
	Iteration 16Q: 3 clusters Score -820216.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -820247.000000 Penalty: 4284.004883
	Iteration 17Q: 3 clusters Score -820247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -820278.437500 Penalty: 4284.004883
	Iteration 18Q: 3 clusters Score -820278.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -820320.937500 Penalty: 4284.004883
	Iteration 19Q: 3 clusters Score -820320.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -820373.812500 Penalty: 4284.004883
	Iteration 20F: 3 clusters Score -820373.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -820417.562500 Penalty: 4284.004883
	Iteration 21Q: 3 clusters Score -820417.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -820463.062500 Penalty: 4284.004883
	Iteration 22Q: 3 clusters Score -820463.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -820504.062500 Penalty: 4284.004883
	Iteration 23Q: 3 clusters Score -820504.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -820535.062500 Penalty: 4284.004883
	Iteration 24Q: 3 clusters Score -820535.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -820570.062500 Penalty: 4284.004883
	Iteration 25Q: 3 clusters Score -820570.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -820608.312500 Penalty: 4284.004883
	Iteration 26Q: 3 clusters Score -820608.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -820653.812500 Penalty: 4284.004883
	Iteration 27Q: 3 clusters Score -820653.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -820692.750000 Penalty: 4284.004883
	Iteration 28Q: 3 clusters Score -820692.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -820731.375000 Penalty: 4284.004883
	Iteration 29Q: 3 clusters Score -820731.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -820767.875000 Penalty: 4284.004883
	Iteration 30Q: 3 clusters Score -820767.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -820793.437500 Penalty: 4284.004883
	Iteration 31Q: 3 clusters Score -820793.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -820810.750000 Penalty: 4284.004883
	Iteration 32Q: 3 clusters Score -820810.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -820827.312500 Penalty: 4284.004883
	Iteration 33Q: 3 clusters Score -820827.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -820841.687500 Penalty: 4284.004883
	Iteration 34Q: 3 clusters Score -820841.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -820857.875000 Penalty: 4284.004883
	Iteration 35Q: 3 clusters Score -820857.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -820870.250000 Penalty: 4284.004883
	Iteration 36Q: 3 clusters Score -820870.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -820878.125000 Penalty: 4284.004883
	Iteration 37Q: 3 clusters Score -820878.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -820890.812500 Penalty: 4284.004883
	Iteration 38Q: 3 clusters Score -820890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -820901.062500 Penalty: 4284.004883
	Iteration 39Q: 3 clusters Score -820901.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -820911.812500 Penalty: 4284.004883
	Iteration 40F: 3 clusters Score -820911.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -820920.875000 Penalty: 4284.004883
	Iteration 41Q: 3 clusters Score -820920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -820926.875000 Penalty: 4284.004883
	Iteration 42Q: 3 clusters Score -820926.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -820931.625000 Penalty: 4284.004883
	Iteration 43Q: 3 clusters Score -820931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -820937.250000 Penalty: 4284.004883
	Iteration 44Q: 3 clusters Score -820937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -820942.437500 Penalty: 4284.004883
	Iteration 45Q: 3 clusters Score -820942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -820945.312500 Penalty: 4284.004883
	Iteration 46Q: 3 clusters Score -820945.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -820948.687500 Penalty: 4284.004883
	Iteration 47Q: 3 clusters Score -820948.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -820950.437500 Penalty: 4284.004883
	Iteration 48Q: 3 clusters Score -820950.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -820954.250000 Penalty: 4284.004883
	Iteration 49Q: 3 clusters Score -820954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -820955.875000 Penalty: 4284.004883
	Iteration 50Q: 3 clusters Score -820955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -820958.437500 Penalty: 4284.004883
	Iteration 51Q: 3 clusters Score -820958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -820959.125000 Penalty: 4284.004883
	Iteration 52Q: 3 clusters Score -820959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -820959.000000 Penalty: 4284.004883
	Iteration 53Q: 3 clusters Score -820959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -820959.625000 Penalty: 4284.004883
	Iteration 54Q: 3 clusters Score -820959.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -820961.000000 Penalty: 4284.004883
	Iteration 55Q: 3 clusters Score -820961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -820961.687500 Penalty: 4284.004883
	Iteration 56Q: 3 clusters Score -820961.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -820965.187500 Penalty: 4284.004883
	Iteration 57Q: 3 clusters Score -820965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -820967.187500 Penalty: 4284.004883
	Iteration 58Q: 3 clusters Score -820967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -820969.187500 Penalty: 4284.004883
	Iteration 59Q: 3 clusters Score -820969.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -820971.375000 Penalty: 4284.004883
	Iteration 60F: 3 clusters Score -820971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -820971.875000 Penalty: 4284.004883
	Iteration 61Q: 3 clusters Score -820971.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -820971.375000 Penalty: 4284.004883
	Iteration 62Q: 3 clusters Score -820971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -820972.437500 Penalty: 4284.004883
	Iteration 63Q: 3 clusters Score -820972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -820972.437500 Penalty: 4284.004883
	Iteration 64F: 3 clusters Score -820972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -30427.482422 Penalty: 1447.033081
	Iteration 0F: 2 clusters Score -30427.48 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 183 members 
Entering Unmasked Estep 
Score: -29483.835938 Penalty: 2894.066162
	Iteration 0F: 3 clusters Score -29483.84 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30123.089844 Penalty: 2894.066162
	Iteration 1F: 3 clusters Score -30123.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30296.781250 Penalty: 2894.066162
	Iteration 2F: 3 clusters Score -30296.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -30358.689453 Penalty: 2894.066162
	Iteration 3Q: 3 clusters Score -30358.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -30378.533203 Penalty: 2894.066162
	Iteration 4Q: 3 clusters Score -30378.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30387.027344 Penalty: 2894.066162
	Iteration 5Q: 3 clusters Score -30387.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -30387.027344 Penalty: 2894.066162
	Iteration 6F: 3 clusters Score -30387.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Entering Unmasked Estep 
Score: -1291439.875000 Penalty: 2232.272705
	Iteration 0F: 2 clusters Score -1291440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1284977.250000 Penalty: 4464.545410
	Iteration 0F: 3 clusters Score -1284977 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1286671.750000 Penalty: 4464.545410
	Iteration 1F: 3 clusters Score -1286672 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1286962.500000 Penalty: 4464.545410
	Iteration 2F: 3 clusters Score -1286962 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1287153.750000 Penalty: 4464.545410
	Iteration 3F: 3 clusters Score -1287154 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1287297.750000 Penalty: 4464.545410
	Iteration 4Q: 3 clusters Score -1287298 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1287430.500000 Penalty: 4464.545410
	Iteration 5Q: 3 clusters Score -1287430 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1287579.250000 Penalty: 4464.545410
	Iteration 6Q: 3 clusters Score -1287579 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1287720.250000 Penalty: 4464.545410
	Iteration 7Q: 3 clusters Score -1287720 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1287904.750000 Penalty: 4464.545410
	Iteration 8Q: 3 clusters Score -1287905 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1288107.500000 Penalty: 4464.545410
	Iteration 9Q: 3 clusters Score -1288108 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1288321.500000 Penalty: 4464.545410
	Iteration 10Q: 3 clusters Score -1288322 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1288523.500000 Penalty: 4464.545410
	Iteration 11Q: 3 clusters Score -1288524 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1288740.875000 Penalty: 4464.545410
	Iteration 12Q: 3 clusters Score -1288741 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1288918.375000 Penalty: 4464.545410
	Iteration 13Q: 3 clusters Score -1288918 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1289043.500000 Penalty: 4464.545410
	Iteration 14Q: 3 clusters Score -1289044 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1289140.125000 Penalty: 4464.545410
	Iteration 15Q: 3 clusters Score -1289140 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1289243.625000 Penalty: 4464.545410
	Iteration 16Q: 3 clusters Score -1289244 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1289334.750000 Penalty: 4464.545410
	Iteration 17Q: 3 clusters Score -1289335 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1289408.125000 Penalty: 4464.545410
	Iteration 18Q: 3 clusters Score -1289408 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1289476.750000 Penalty: 4464.545410
	Iteration 19Q: 3 clusters Score -1289477 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1289545.250000 Penalty: 4464.545410
	Iteration 20F: 3 clusters Score -1289545 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1289615.000000 Penalty: 4464.545410
	Iteration 21Q: 3 clusters Score -1289615 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1289692.125000 Penalty: 4464.545410
	Iteration 22Q: 3 clusters Score -1289692 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1289738.250000 Penalty: 4464.545410
	Iteration 23Q: 3 clusters Score -1289738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1289781.250000 Penalty: 4464.545410
	Iteration 24Q: 3 clusters Score -1289781 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1289808.000000 Penalty: 4464.545410
	Iteration 25Q: 3 clusters Score -1289808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1289826.875000 Penalty: 4464.545410
	Iteration 26Q: 3 clusters Score -1289827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1289855.250000 Penalty: 4464.545410
	Iteration 27Q: 3 clusters Score -1289855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1289879.000000 Penalty: 4464.545410
	Iteration 28Q: 3 clusters Score -1289879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1289899.250000 Penalty: 4464.545410
	Iteration 29Q: 3 clusters Score -1289899 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1289912.875000 Penalty: 4464.545410
	Iteration 30Q: 3 clusters Score -1289913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1289926.000000 Penalty: 4464.545410
	Iteration 31Q: 3 clusters Score -1289926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1289942.000000 Penalty: 4464.545410
	Iteration 32Q: 3 clusters Score -1289942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1289953.250000 Penalty: 4464.545410
	Iteration 33Q: 3 clusters Score -1289953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1289963.375000 Penalty: 4464.545410
	Iteration 34Q: 3 clusters Score -1289963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1289973.125000 Penalty: 4464.545410
	Iteration 35Q: 3 clusters Score -1289973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1289976.000000 Penalty: 4464.545410
	Iteration 36Q: 3 clusters Score -1289976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1289979.625000 Penalty: 4464.545410
	Iteration 37Q: 3 clusters Score -1289980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1289979.625000 Penalty: 4464.545410
	Iteration 38Q: 3 clusters Score -1289980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1289981.000000 Penalty: 4464.545410
	Iteration 39Q: 3 clusters Score -1289981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1289983.125000 Penalty: 4464.545410
	Iteration 40F: 3 clusters Score -1289983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1289984.125000 Penalty: 4464.545410
	Iteration 41Q: 3 clusters Score -1289984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1289987.125000 Penalty: 4464.545410
	Iteration 42Q: 3 clusters Score -1289987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1289987.250000 Penalty: 4464.545410
	Iteration 43Q: 3 clusters Score -1289987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1289986.125000 Penalty: 4464.545410
	Iteration 44Q: 3 clusters Score -1289986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1289986.125000 Penalty: 4464.545410
	Iteration 45F: 3 clusters Score -1289986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Entering Unmasked Estep 
Score: -4536986.500000 Penalty: 2551.500488
	Iteration 0F: 2 clusters Score -4536986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4516686.000000 Penalty: 5103.000977
	Iteration 0F: 3 clusters Score -4516686 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4523881.500000 Penalty: 5103.000977
	Iteration 1F: 3 clusters Score -4523882 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -4524233.000000 Penalty: 5103.000977
	Iteration 2Q: 3 clusters Score -4524233 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4524530.000000 Penalty: 5103.000977
	Iteration 3Q: 3 clusters Score -4524530 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4524802.000000 Penalty: 5103.000977
	Iteration 4Q: 3 clusters Score -4524802 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4525072.500000 Penalty: 5103.000977
	Iteration 5Q: 3 clusters Score -4525072 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4525444.500000 Penalty: 5103.000977
	Iteration 6Q: 3 clusters Score -4525444 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -4525949.500000 Penalty: 5103.000977
	Iteration 7Q: 3 clusters Score -4525950 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4526697.500000 Penalty: 5103.000977
	Iteration 8Q: 3 clusters Score -4526698 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -4527816.000000 Penalty: 5103.000977
	Iteration 9F: 3 clusters Score -4527816 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -4529396.000000 Penalty: 5103.000977
	Iteration 10F: 3 clusters Score -4529396 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -4531226.500000 Penalty: 5103.000977
	Iteration 11F: 3 clusters Score -4531226 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -4532768.500000 Penalty: 5103.000977
	Iteration 12F: 3 clusters Score -4532768 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4533835.000000 Penalty: 5103.000977
	Iteration 13Q: 3 clusters Score -4533835 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4534324.500000 Penalty: 5103.000977
	Iteration 14Q: 3 clusters Score -4534324 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4534503.000000 Penalty: 5103.000977
	Iteration 15Q: 3 clusters Score -4534503 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -4534572.500000 Penalty: 5103.000977
	Iteration 16Q: 3 clusters Score -4534572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4534617.500000 Penalty: 5103.000977
	Iteration 17Q: 3 clusters Score -4534618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -4534660.000000 Penalty: 5103.000977
	Iteration 18Q: 3 clusters Score -4534660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -4534671.500000 Penalty: 5103.000977
	Iteration 19Q: 3 clusters Score -4534672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4534692.500000 Penalty: 5103.000977
	Iteration 20F: 3 clusters Score -4534692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4534704.500000 Penalty: 5103.000977
	Iteration 21Q: 3 clusters Score -4534704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4534706.000000 Penalty: 5103.000977
	Iteration 22Q: 3 clusters Score -4534706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4534706.000000 Penalty: 5103.000977
	Iteration 23F: 3 clusters Score -4534706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Entering Unmasked Estep 
Score: -1098704.625000 Penalty: 2194.073975
	Iteration 0F: 2 clusters Score -1098705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1093035.125000 Penalty: 4388.147949
	Iteration 0F: 3 clusters Score -1093035 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1094483.375000 Penalty: 4388.147949
	Iteration 1F: 3 clusters Score -1094483 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1094743.250000 Penalty: 4388.147949
	Iteration 2F: 3 clusters Score -1094743 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1094935.250000 Penalty: 4388.147949
	Iteration 3F: 3 clusters Score -1094935 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1095098.750000 Penalty: 4388.147949
	Iteration 4Q: 3 clusters Score -1095099 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1095250.000000 Penalty: 4388.147949
	Iteration 5Q: 3 clusters Score -1095250 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1095364.625000 Penalty: 4388.147949
	Iteration 6Q: 3 clusters Score -1095365 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1095496.625000 Penalty: 4388.147949
	Iteration 7Q: 3 clusters Score -1095497 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1095612.250000 Penalty: 4388.147949
	Iteration 8Q: 3 clusters Score -1095612 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1095707.125000 Penalty: 4388.147949
	Iteration 9Q: 3 clusters Score -1095707 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1095781.875000 Penalty: 4388.147949
	Iteration 10Q: 3 clusters Score -1095782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1095843.875000 Penalty: 4388.147949
	Iteration 11Q: 3 clusters Score -1095844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1095898.750000 Penalty: 4388.147949
	Iteration 12Q: 3 clusters Score -1095899 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1095940.500000 Penalty: 4388.147949
	Iteration 13Q: 3 clusters Score -1095940 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1095986.125000 Penalty: 4388.147949
	Iteration 14Q: 3 clusters Score -1095986 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1096016.625000 Penalty: 4388.147949
	Iteration 15Q: 3 clusters Score -1096017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1096045.125000 Penalty: 4388.147949
	Iteration 16Q: 3 clusters Score -1096045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1096068.000000 Penalty: 4388.147949
	Iteration 17Q: 3 clusters Score -1096068 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1096088.250000 Penalty: 4388.147949
	Iteration 18Q: 3 clusters Score -1096088 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1096116.000000 Penalty: 4388.147949
	Iteration 19Q: 3 clusters Score -1096116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1096132.750000 Penalty: 4388.147949
	Iteration 20F: 3 clusters Score -1096133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1096150.125000 Penalty: 4388.147949
	Iteration 21Q: 3 clusters Score -1096150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1096160.750000 Penalty: 4388.147949
	Iteration 22Q: 3 clusters Score -1096161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1096174.125000 Penalty: 4388.147949
	Iteration 23Q: 3 clusters Score -1096174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1096184.000000 Penalty: 4388.147949
	Iteration 24Q: 3 clusters Score -1096184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1096189.125000 Penalty: 4388.147949
	Iteration 25Q: 3 clusters Score -1096189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1096193.750000 Penalty: 4388.147949
	Iteration 26Q: 3 clusters Score -1096194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1096195.875000 Penalty: 4388.147949
	Iteration 27Q: 3 clusters Score -1096196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1096200.875000 Penalty: 4388.147949
	Iteration 28Q: 3 clusters Score -1096201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1096202.250000 Penalty: 4388.147949
	Iteration 29Q: 3 clusters Score -1096202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1096207.250000 Penalty: 4388.147949
	Iteration 30Q: 3 clusters Score -1096207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1096212.000000 Penalty: 4388.147949
	Iteration 31Q: 3 clusters Score -1096212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1096216.250000 Penalty: 4388.147949
	Iteration 32Q: 3 clusters Score -1096216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1096216.125000 Penalty: 4388.147949
	Iteration 33Q: 3 clusters Score -1096216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1096219.375000 Penalty: 4388.147949
	Iteration 34Q: 3 clusters Score -1096219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1096223.000000 Penalty: 4388.147949
	Iteration 35Q: 3 clusters Score -1096223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1096224.625000 Penalty: 4388.147949
	Iteration 36Q: 3 clusters Score -1096225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1096226.750000 Penalty: 4388.147949
	Iteration 37Q: 3 clusters Score -1096227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1096223.875000 Penalty: 4388.147949
	Iteration 38Q: 3 clusters Score -1096224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1096226.750000 Penalty: 4388.147949
	Iteration 39Q: 3 clusters Score -1096227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1096228.875000 Penalty: 4388.147949
	Iteration 40F: 3 clusters Score -1096229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1096228.750000 Penalty: 4388.147949
	Iteration 41Q: 3 clusters Score -1096229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1096228.750000 Penalty: 4388.147949
	Iteration 42F: 3 clusters Score -1096229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -449126.218750 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -449126.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -445962.593750 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -445962.6 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -446604.218750 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -446604.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -446768.687500 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -446768.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -446868.687500 Penalty: 3947.627686
	Iteration 3Q: 3 clusters Score -446868.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -446937.468750 Penalty: 3947.627686
	Iteration 4Q: 3 clusters Score -446937.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -446990.687500 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -446990.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -447039.031250 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -447039 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -447107.625000 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -447107.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -447195.250000 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -447195.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -447273.687500 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -447273.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -447353.906250 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -447353.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -447424.468750 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -447424.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -447489.625000 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -447489.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -447554.250000 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -447554.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -447622.062500 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -447622.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -447662.812500 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -447662.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -447701.312500 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -447701.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -447744.718750 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -447744.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -447776.031250 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -447776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -447792.343750 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -447792.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -447809.968750 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -447810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -447819.843750 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -447819.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -447829.906250 Penalty: 3947.627686
	Iteration 22Q: 3 clusters Score -447829.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -447839.343750 Penalty: 3947.627686
	Iteration 23Q: 3 clusters Score -447839.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -447847.375000 Penalty: 3947.627686
	Iteration 24Q: 3 clusters Score -447847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -447852.468750 Penalty: 3947.627686
	Iteration 25Q: 3 clusters Score -447852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -447853.937500 Penalty: 3947.627686
	Iteration 26Q: 3 clusters Score -447853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -447854.937500 Penalty: 3947.627686
	Iteration 27Q: 3 clusters Score -447854.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -447857.250000 Penalty: 3947.627686
	Iteration 28Q: 3 clusters Score -447857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -447859.187500 Penalty: 3947.627686
	Iteration 29Q: 3 clusters Score -447859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -447861.406250 Penalty: 3947.627686
	Iteration 30Q: 3 clusters Score -447861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -447862.906250 Penalty: 3947.627686
	Iteration 31Q: 3 clusters Score -447862.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -447862.906250 Penalty: 3947.627686
	Iteration 32F: 3 clusters Score -447862.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -197318.640625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -197318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -195123.562500 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -195123.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195544.593750 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -195544.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -195788.578125 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -195788.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -195975.437500 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -195975.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -196095.343750 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -196095.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -196180.015625 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -196180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -196229.937500 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -196229.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -196253.468750 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -196253.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -196272.453125 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -196272.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -196296.593750 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -196296.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196312.765625 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -196312.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196318.640625 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -196318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196321.765625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -196321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -196322.968750 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -196323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196323.500000 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -196323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196323.500000 Penalty: 3576.565918
	Iteration 15F: 3 clusters Score -196323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Entering Unmasked Estep 
Score: -1785503.500000 Penalty: 2312.402588
	Iteration 0F: 2 clusters Score -1785504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1776990.250000 Penalty: 4624.805176
	Iteration 0F: 3 clusters Score -1776990 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1779589.000000 Penalty: 4624.805176
	Iteration 1F: 3 clusters Score -1779589 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1779963.500000 Penalty: 4624.805176
	Iteration 2F: 3 clusters Score -1779964 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1780241.500000 Penalty: 4624.805176
	Iteration 3F: 3 clusters Score -1780242 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1780441.125000 Penalty: 4624.805176
	Iteration 4Q: 3 clusters Score -1780441 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1780603.875000 Penalty: 4624.805176
	Iteration 5Q: 3 clusters Score -1780604 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1780713.375000 Penalty: 4624.805176
	Iteration 6Q: 3 clusters Score -1780713 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1780826.250000 Penalty: 4624.805176
	Iteration 7Q: 3 clusters Score -1780826 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1780942.375000 Penalty: 4624.805176
	Iteration 8Q: 3 clusters Score -1780942 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1781086.000000 Penalty: 4624.805176
	Iteration 9Q: 3 clusters Score -1781086 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1781228.875000 Penalty: 4624.805176
	Iteration 10Q: 3 clusters Score -1781229 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1781440.500000 Penalty: 4624.805176
	Iteration 11Q: 3 clusters Score -1781440 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1781640.875000 Penalty: 4624.805176
	Iteration 12Q: 3 clusters Score -1781641 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1781833.375000 Penalty: 4624.805176
	Iteration 13Q: 3 clusters Score -1781833 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1782033.500000 Penalty: 4624.805176
	Iteration 14Q: 3 clusters Score -1782034 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1782233.750000 Penalty: 4624.805176
	Iteration 15Q: 3 clusters Score -1782234 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1782403.000000 Penalty: 4624.805176
	Iteration 16Q: 3 clusters Score -1782403 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1782568.375000 Penalty: 4624.805176
	Iteration 17Q: 3 clusters Score -1782568 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1782701.750000 Penalty: 4624.805176
	Iteration 18Q: 3 clusters Score -1782702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1782797.000000 Penalty: 4624.805176
	Iteration 19Q: 3 clusters Score -1782797 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1782882.125000 Penalty: 4624.805176
	Iteration 20F: 3 clusters Score -1782882 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1782945.125000 Penalty: 4624.805176
	Iteration 21Q: 3 clusters Score -1782945 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1783019.375000 Penalty: 4624.805176
	Iteration 22Q: 3 clusters Score -1783019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1783084.500000 Penalty: 4624.805176
	Iteration 23Q: 3 clusters Score -1783084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1783122.375000 Penalty: 4624.805176
	Iteration 24Q: 3 clusters Score -1783122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1783165.875000 Penalty: 4624.805176
	Iteration 25Q: 3 clusters Score -1783166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1783207.500000 Penalty: 4624.805176
	Iteration 26Q: 3 clusters Score -1783208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1783248.125000 Penalty: 4624.805176
	Iteration 27Q: 3 clusters Score -1783248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1783279.500000 Penalty: 4624.805176
	Iteration 28Q: 3 clusters Score -1783280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1783303.875000 Penalty: 4624.805176
	Iteration 29Q: 3 clusters Score -1783304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1783325.125000 Penalty: 4624.805176
	Iteration 30Q: 3 clusters Score -1783325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1783338.500000 Penalty: 4624.805176
	Iteration 31Q: 3 clusters Score -1783338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1783349.125000 Penalty: 4624.805176
	Iteration 32Q: 3 clusters Score -1783349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1783357.000000 Penalty: 4624.805176
	Iteration 33Q: 3 clusters Score -1783357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1783367.500000 Penalty: 4624.805176
	Iteration 34Q: 3 clusters Score -1783368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1783377.375000 Penalty: 4624.805176
	Iteration 35Q: 3 clusters Score -1783377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1783383.750000 Penalty: 4624.805176
	Iteration 36Q: 3 clusters Score -1783384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1783392.500000 Penalty: 4624.805176
	Iteration 37Q: 3 clusters Score -1783392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1783398.750000 Penalty: 4624.805176
	Iteration 38Q: 3 clusters Score -1783399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1783402.000000 Penalty: 4624.805176
	Iteration 39Q: 3 clusters Score -1783402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1783408.500000 Penalty: 4624.805176
	Iteration 40F: 3 clusters Score -1783408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1783412.375000 Penalty: 4624.805176
	Iteration 41Q: 3 clusters Score -1783412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1783423.875000 Penalty: 4624.805176
	Iteration 42Q: 3 clusters Score -1783424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1783433.000000 Penalty: 4624.805176
	Iteration 43Q: 3 clusters Score -1783433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1783449.875000 Penalty: 4624.805176
	Iteration 44Q: 3 clusters Score -1783450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1783452.625000 Penalty: 4624.805176
	Iteration 45Q: 3 clusters Score -1783453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1783460.125000 Penalty: 4624.805176
	Iteration 46Q: 3 clusters Score -1783460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1783461.875000 Penalty: 4624.805176
	Iteration 47Q: 3 clusters Score -1783462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1783463.250000 Penalty: 4624.805176
	Iteration 48Q: 3 clusters Score -1783463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1783471.375000 Penalty: 4624.805176
	Iteration 49Q: 3 clusters Score -1783471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1783474.625000 Penalty: 4624.805176
	Iteration 50Q: 3 clusters Score -1783475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1783476.750000 Penalty: 4624.805176
	Iteration 51Q: 3 clusters Score -1783477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1783476.250000 Penalty: 4624.805176
	Iteration 52Q: 3 clusters Score -1783476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1783479.375000 Penalty: 4624.805176
	Iteration 53Q: 3 clusters Score -1783479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1783480.125000 Penalty: 4624.805176
	Iteration 54Q: 3 clusters Score -1783480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1783480.875000 Penalty: 4624.805176
	Iteration 55Q: 3 clusters Score -1783481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1783482.000000 Penalty: 4624.805176
	Iteration 56Q: 3 clusters Score -1783482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1783482.000000 Penalty: 4624.805176
	Iteration 57F: 3 clusters Score -1783482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -94829.906250 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -94829.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93190.179688 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -93190.18 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93451.523438 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -93451.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93561.562500 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -93561.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93634.070312 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -93634.07 nChanged 24
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: -93680.671875 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -93680.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93715.492188 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -93715.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93742.992188 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -93742.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -93760.671875 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -93760.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -93771.656250 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -93771.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93784.296875 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -93784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93793.906250 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -93793.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93817.406250 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -93817.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93829.929688 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -93829.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93838.914062 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -93838.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -93846.335938 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -93846.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -93854.539062 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -93854.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -93855.320312 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -93855.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -93856.835938 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -93856.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93857.523438 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -93857.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93857.523438 Penalty: 3235.687012
	Iteration 19F: 3 clusters Score -93857.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Entering Unmasked Estep 
Score: -1049980.500000 Penalty: 2186.101318
	Iteration 0F: 2 clusters Score -1049980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1044337.062500 Penalty: 4372.202637
	Iteration 0F: 3 clusters Score -1044337 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1045808.625000 Penalty: 4372.202637
	Iteration 1F: 3 clusters Score -1045809 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1046043.562500 Penalty: 4372.202637
	Iteration 2F: 3 clusters Score -1046044 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1046182.625000 Penalty: 4372.202637
	Iteration 3Q: 3 clusters Score -1046183 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1046298.000000 Penalty: 4372.202637
	Iteration 4Q: 3 clusters Score -1046298 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1046416.625000 Penalty: 4372.202637
	Iteration 5Q: 3 clusters Score -1046417 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1046510.250000 Penalty: 4372.202637
	Iteration 6Q: 3 clusters Score -1046510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1046597.562500 Penalty: 4372.202637
	Iteration 7Q: 3 clusters Score -1046598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1046678.375000 Penalty: 4372.202637
	Iteration 8Q: 3 clusters Score -1046678 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1046762.937500 Penalty: 4372.202637
	Iteration 9Q: 3 clusters Score -1046763 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1046842.500000 Penalty: 4372.202637
	Iteration 10Q: 3 clusters Score -1046842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1046907.125000 Penalty: 4372.202637
	Iteration 11Q: 3 clusters Score -1046907 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1046961.625000 Penalty: 4372.202637
	Iteration 12Q: 3 clusters Score -1046962 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1047019.375000 Penalty: 4372.202637
	Iteration 13Q: 3 clusters Score -1047019 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1047070.312500 Penalty: 4372.202637
	Iteration 14Q: 3 clusters Score -1047070 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1047119.437500 Penalty: 4372.202637
	Iteration 15Q: 3 clusters Score -1047119 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1047167.000000 Penalty: 4372.202637
	Iteration 16Q: 3 clusters Score -1047167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1047229.187500 Penalty: 4372.202637
	Iteration 17Q: 3 clusters Score -1047229 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1047304.062500 Penalty: 4372.202637
	Iteration 18Q: 3 clusters Score -1047304 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1047392.500000 Penalty: 4372.202637
	Iteration 19Q: 3 clusters Score -1047392 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1047489.937500 Penalty: 4372.202637
	Iteration 20F: 3 clusters Score -1047490 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1047589.062500 Penalty: 4372.202637
	Iteration 21Q: 3 clusters Score -1047589 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1047707.250000 Penalty: 4372.202637
	Iteration 22Q: 3 clusters Score -1047707 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1047842.812500 Penalty: 4372.202637
	Iteration 23Q: 3 clusters Score -1047843 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1047970.500000 Penalty: 4372.202637
	Iteration 24Q: 3 clusters Score -1047970 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1048080.937500 Penalty: 4372.202637
	Iteration 25Q: 3 clusters Score -1048081 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1048168.125000 Penalty: 4372.202637
	Iteration 26Q: 3 clusters Score -1048168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1048225.875000 Penalty: 4372.202637
	Iteration 27Q: 3 clusters Score -1048226 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1048266.062500 Penalty: 4372.202637
	Iteration 28Q: 3 clusters Score -1048266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1048290.375000 Penalty: 4372.202637
	Iteration 29Q: 3 clusters Score -1048290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1048303.000000 Penalty: 4372.202637
	Iteration 30Q: 3 clusters Score -1048303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1048315.937500 Penalty: 4372.202637
	Iteration 31Q: 3 clusters Score -1048316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1048326.937500 Penalty: 4372.202637
	Iteration 32Q: 3 clusters Score -1048327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1048336.625000 Penalty: 4372.202637
	Iteration 33Q: 3 clusters Score -1048337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1048349.000000 Penalty: 4372.202637
	Iteration 34Q: 3 clusters Score -1048349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1048359.375000 Penalty: 4372.202637
	Iteration 35Q: 3 clusters Score -1048359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1048364.375000 Penalty: 4372.202637
	Iteration 36Q: 3 clusters Score -1048364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1048370.062500 Penalty: 4372.202637
	Iteration 37Q: 3 clusters Score -1048370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1048370.625000 Penalty: 4372.202637
	Iteration 38Q: 3 clusters Score -1048371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1048374.125000 Penalty: 4372.202637
	Iteration 39Q: 3 clusters Score -1048374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1048376.687500 Penalty: 4372.202637
	Iteration 40F: 3 clusters Score -1048377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1048377.812500 Penalty: 4372.202637
	Iteration 41Q: 3 clusters Score -1048378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1048378.062500 Penalty: 4372.202637
	Iteration 42Q: 3 clusters Score -1048378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1048382.187500 Penalty: 4372.202637
	Iteration 43Q: 3 clusters Score -1048382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1048379.500000 Penalty: 4372.202637
	Iteration 44Q: 3 clusters Score -1048380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1048382.687500 Penalty: 4372.202637
	Iteration 45Q: 3 clusters Score -1048383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1048383.000000 Penalty: 4372.202637
	Iteration 46Q: 3 clusters Score -1048383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1048383.125000 Penalty: 4372.202637
	Iteration 47Q: 3 clusters Score -1048383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1048382.625000 Penalty: 4372.202637
	Iteration 48Q: 3 clusters Score -1048383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1048383.500000 Penalty: 4372.202637
	Iteration 49Q: 3 clusters Score -1048384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1048385.437500 Penalty: 4372.202637
	Iteration 50Q: 3 clusters Score -1048385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1048384.312500 Penalty: 4372.202637
	Iteration 51Q: 3 clusters Score -1048384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1048386.250000 Penalty: 4372.202637
	Iteration 52Q: 3 clusters Score -1048386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1048389.250000 Penalty: 4372.202637
	Iteration 53Q: 3 clusters Score -1048389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1048388.625000 Penalty: 4372.202637
	Iteration 54Q: 3 clusters Score -1048389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1048388.625000 Penalty: 4372.202637
	Iteration 55F: 3 clusters Score -1048389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -184930.281250 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -184930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -182846.140625 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -182846.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -183195.578125 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -183195.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183297.468750 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -183297.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183365.218750 Penalty: 3554.468018
	Iteration 3Q: 3 clusters Score -183365.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -183418.453125 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -183418.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183459.640625 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -183459.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -183490.765625 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -183490.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -183529.953125 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -183530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183575.937500 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -183575.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -183630.875000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -183630.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -183662.734375 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -183662.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -183682.484375 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -183682.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -183710.187500 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -183710.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -183733.281250 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -183733.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183754.531250 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -183754.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -183765.734375 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -183765.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -183786.796875 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -183786.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -183799.812500 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -183799.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -183817.234375 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -183817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183826.890625 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -183826.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -183836.437500 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -183836.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -183848.062500 Penalty: 3554.468018
	Iteration 21Q: 3 clusters Score -183848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -183867.546875 Penalty: 3554.468018
	Iteration 22Q: 3 clusters Score -183867.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -183884.875000 Penalty: 3554.468018
	Iteration 23Q: 3 clusters Score -183884.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -183902.531250 Penalty: 3554.468018
	Iteration 24Q: 3 clusters Score -183902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -183915.265625 Penalty: 3554.468018
	Iteration 25Q: 3 clusters Score -183915.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -183922.343750 Penalty: 3554.468018
	Iteration 26Q: 3 clusters Score -183922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -183925.828125 Penalty: 3554.468018
	Iteration 27Q: 3 clusters Score -183925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -183935.375000 Penalty: 3554.468018
	Iteration 28Q: 3 clusters Score -183935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -183946.437500 Penalty: 3554.468018
	Iteration 29Q: 3 clusters Score -183946.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -183956.062500 Penalty: 3554.468018
	Iteration 30Q: 3 clusters Score -183956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -183966.828125 Penalty: 3554.468018
	Iteration 31Q: 3 clusters Score -183966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -183978.390625 Penalty: 3554.468018
	Iteration 32Q: 3 clusters Score -183978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -183987.109375 Penalty: 3554.468018
	Iteration 33Q: 3 clusters Score -183987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -183991.578125 Penalty: 3554.468018
	Iteration 34Q: 3 clusters Score -183991.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -183992.015625 Penalty: 3554.468018
	Iteration 35Q: 3 clusters Score -183992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -183992.015625 Penalty: 3554.468018
	Iteration 36F: 3 clusters Score -183992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Entering Unmasked Estep 
Score: -901795.937500 Penalty: 2159.660645
	Iteration 0F: 2 clusters Score -901795.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -896579.187500 Penalty: 4319.321289
	Iteration 0F: 3 clusters Score -896579.2 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -897913.375000 Penalty: 4319.321289
	Iteration 1F: 3 clusters Score -897913.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -898201.937500 Penalty: 4319.321289
	Iteration 2F: 3 clusters Score -898201.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -898390.250000 Penalty: 4319.321289
	Iteration 3F: 3 clusters Score -898390.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -898518.125000 Penalty: 4319.321289
	Iteration 4Q: 3 clusters Score -898518.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -898586.687500 Penalty: 4319.321289
	Iteration 5Q: 3 clusters Score -898586.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -898632.625000 Penalty: 4319.321289
	Iteration 6Q: 3 clusters Score -898632.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -898667.937500 Penalty: 4319.321289
	Iteration 7Q: 3 clusters Score -898667.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -898700.437500 Penalty: 4319.321289
	Iteration 8Q: 3 clusters Score -898700.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -898724.625000 Penalty: 4319.321289
	Iteration 9Q: 3 clusters Score -898724.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -898737.000000 Penalty: 4319.321289
	Iteration 10Q: 3 clusters Score -898737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -898751.125000 Penalty: 4319.321289
	Iteration 11Q: 3 clusters Score -898751.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -898763.812500 Penalty: 4319.321289
	Iteration 12Q: 3 clusters Score -898763.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -898778.500000 Penalty: 4319.321289
	Iteration 13Q: 3 clusters Score -898778.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -898792.875000 Penalty: 4319.321289
	Iteration 14Q: 3 clusters Score -898792.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -898802.937500 Penalty: 4319.321289
	Iteration 15Q: 3 clusters Score -898802.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -898812.437500 Penalty: 4319.321289
	Iteration 16Q: 3 clusters Score -898812.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -898823.937500 Penalty: 4319.321289
	Iteration 17Q: 3 clusters Score -898823.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -898831.375000 Penalty: 4319.321289
	Iteration 18Q: 3 clusters Score -898831.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -898836.250000 Penalty: 4319.321289
	Iteration 19Q: 3 clusters Score -898836.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -898839.625000 Penalty: 4319.321289
	Iteration 20F: 3 clusters Score -898839.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -898845.750000 Penalty: 4319.321289
	Iteration 21Q: 3 clusters Score -898845.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -898850.625000 Penalty: 4319.321289
	Iteration 22Q: 3 clusters Score -898850.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -898852.562500 Penalty: 4319.321289
	Iteration 23Q: 3 clusters Score -898852.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -898854.562500 Penalty: 4319.321289
	Iteration 24Q: 3 clusters Score -898854.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -898856.625000 Penalty: 4319.321289
	Iteration 25Q: 3 clusters Score -898856.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -898860.375000 Penalty: 4319.321289
	Iteration 26Q: 3 clusters Score -898860.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -898863.812500 Penalty: 4319.321289
	Iteration 27Q: 3 clusters Score -898863.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -898867.187500 Penalty: 4319.321289
	Iteration 28Q: 3 clusters Score -898867.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -898868.187500 Penalty: 4319.321289
	Iteration 29Q: 3 clusters Score -898868.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -898875.187500 Penalty: 4319.321289
	Iteration 30Q: 3 clusters Score -898875.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -898880.500000 Penalty: 4319.321289
	Iteration 31Q: 3 clusters Score -898880.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -898890.000000 Penalty: 4319.321289
	Iteration 32Q: 3 clusters Score -898890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -898894.312500 Penalty: 4319.321289
	Iteration 33Q: 3 clusters Score -898894.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -898908.000000 Penalty: 4319.321289
	Iteration 34Q: 3 clusters Score -898908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -898918.375000 Penalty: 4319.321289
	Iteration 35Q: 3 clusters Score -898918.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -898938.437500 Penalty: 4319.321289
	Iteration 36Q: 3 clusters Score -898938.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -898961.250000 Penalty: 4319.321289
	Iteration 37Q: 3 clusters Score -898961.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -898983.437500 Penalty: 4319.321289
	Iteration 38Q: 3 clusters Score -898983.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -899008.312500 Penalty: 4319.321289
	Iteration 39Q: 3 clusters Score -899008.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -899038.687500 Penalty: 4319.321289
	Iteration 40F: 3 clusters Score -899038.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -899072.687500 Penalty: 4319.321289
	Iteration 41Q: 3 clusters Score -899072.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -899121.000000 Penalty: 4319.321289
	Iteration 42Q: 3 clusters Score -899121 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -899180.062500 Penalty: 4319.321289
	Iteration 43Q: 3 clusters Score -899180.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -899266.000000 Penalty: 4319.321289
	Iteration 44Q: 3 clusters Score -899266 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -899356.812500 Penalty: 4319.321289
	Iteration 45Q: 3 clusters Score -899356.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -899471.500000 Penalty: 4319.321289
	Iteration 46Q: 3 clusters Score -899471.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -899585.000000 Penalty: 4319.321289
	Iteration 47Q: 3 clusters Score -899585 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -899704.125000 Penalty: 4319.321289
	Iteration 48Q: 3 clusters Score -899704.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -899823.125000 Penalty: 4319.321289
	Iteration 49Q: 3 clusters Score -899823.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -899911.375000 Penalty: 4319.321289
	Iteration 50Q: 3 clusters Score -899911.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -899974.937500 Penalty: 4319.321289
	Iteration 51Q: 3 clusters Score -899974.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -900030.250000 Penalty: 4319.321289
	Iteration 52Q: 3 clusters Score -900030.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -900086.062500 Penalty: 4319.321289
	Iteration 53Q: 3 clusters Score -900086.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -900117.875000 Penalty: 4319.321289
	Iteration 54Q: 3 clusters Score -900117.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -900147.687500 Penalty: 4319.321289
	Iteration 55Q: 3 clusters Score -900147.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -900169.000000 Penalty: 4319.321289
	Iteration 56Q: 3 clusters Score -900169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -900187.125000 Penalty: 4319.321289
	Iteration 57Q: 3 clusters Score -900187.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -900194.875000 Penalty: 4319.321289
	Iteration 58Q: 3 clusters Score -900194.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -900202.625000 Penalty: 4319.321289
	Iteration 59Q: 3 clusters Score -900202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -900208.500000 Penalty: 4319.321289
	Iteration 60F: 3 clusters Score -900208.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -900213.187500 Penalty: 4319.321289
	Iteration 61Q: 3 clusters Score -900213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -900215.500000 Penalty: 4319.321289
	Iteration 62Q: 3 clusters Score -900215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -900218.812500 Penalty: 4319.321289
	Iteration 63Q: 3 clusters Score -900218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -900222.937500 Penalty: 4319.321289
	Iteration 64Q: 3 clusters Score -900222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -900223.500000 Penalty: 4319.321289
	Iteration 65Q: 3 clusters Score -900223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -900225.125000 Penalty: 4319.321289
	Iteration 66Q: 3 clusters Score -900225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -900225.187500 Penalty: 4319.321289
	Iteration 67Q: 3 clusters Score -900225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -900226.250000 Penalty: 4319.321289
	Iteration 68Q: 3 clusters Score -900226.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -900229.250000 Penalty: 4319.321289
	Iteration 69Q: 3 clusters Score -900229.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -900229.375000 Penalty: 4319.321289
	Iteration 70Q: 3 clusters Score -900229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -900233.625000 Penalty: 4319.321289
	Iteration 71Q: 3 clusters Score -900233.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -900234.687500 Penalty: 4319.321289
	Iteration 72Q: 3 clusters Score -900234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -900236.187500 Penalty: 4319.321289
	Iteration 73Q: 3 clusters Score -900236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -900237.312500 Penalty: 4319.321289
	Iteration 74Q: 3 clusters Score -900237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -900240.500000 Penalty: 4319.321289
	Iteration 75Q: 3 clusters Score -900240.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -900245.125000 Penalty: 4319.321289
	Iteration 76Q: 3 clusters Score -900245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -900248.312500 Penalty: 4319.321289
	Iteration 77Q: 3 clusters Score -900248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -900253.437500 Penalty: 4319.321289
	Iteration 78Q: 3 clusters Score -900253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -900253.437500 Penalty: 4319.321289
	Iteration 79Q: 3 clusters Score -900253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -900253.437500 Penalty: 4319.321289
	Iteration 80F: 3 clusters Score -900253.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62788.039062 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62788.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61340.828125 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61340.83 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61565.710938 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61565.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61654.437500 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61654.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -61690.140625 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61690.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61702.281250 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61702.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61714.003906 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61723.882812 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61723.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61727.589844 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -61727.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -61729.253906 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -61729.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61736.468750 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -61736.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61743.207031 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -61743.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61767.097656 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -61767.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61789.816406 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -61789.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61802.570312 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -61802.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61809.398438 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -61809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61816.234375 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -61816.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61817.042969 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -61817.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61817.664062 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -61817.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61818.433594 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -61818.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61819.378906 Penalty: 3060.126709
	Iteration 19Q: 3 clusters Score -61819.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61819.378906 Penalty: 3060.126709
	Iteration 20F: 3 clusters Score -61819.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Entering Unmasked Estep 
Score: -1379742.750000 Penalty: 2253.979004
	Iteration 0F: 2 clusters Score -1379743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1372739.125000 Penalty: 4507.958008
	Iteration 0F: 3 clusters Score -1372739 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1374670.875000 Penalty: 4507.958008
	Iteration 1F: 3 clusters Score -1374671 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1375006.250000 Penalty: 4507.958008
	Iteration 2F: 3 clusters Score -1375006 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1375268.625000 Penalty: 4507.958008
	Iteration 3F: 3 clusters Score -1375269 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1375482.750000 Penalty: 4507.958008
	Iteration 4Q: 3 clusters Score -1375483 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1375713.875000 Penalty: 4507.958008
	Iteration 5Q: 3 clusters Score -1375714 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1376000.125000 Penalty: 4507.958008
	Iteration 6Q: 3 clusters Score -1376000 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1376316.750000 Penalty: 4507.958008
	Iteration 7Q: 3 clusters Score -1376317 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1376621.875000 Penalty: 4507.958008
	Iteration 8Q: 3 clusters Score -1376622 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1376898.875000 Penalty: 4507.958008
	Iteration 9Q: 3 clusters Score -1376899 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1377112.875000 Penalty: 4507.958008
	Iteration 10Q: 3 clusters Score -1377113 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1377280.375000 Penalty: 4507.958008
	Iteration 11Q: 3 clusters Score -1377280 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1377407.625000 Penalty: 4507.958008
	Iteration 12Q: 3 clusters Score -1377408 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1377498.375000 Penalty: 4507.958008
	Iteration 13Q: 3 clusters Score -1377498 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1377570.625000 Penalty: 4507.958008
	Iteration 14Q: 3 clusters Score -1377571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1377619.750000 Penalty: 4507.958008
	Iteration 15Q: 3 clusters Score -1377620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1377666.750000 Penalty: 4507.958008
	Iteration 16Q: 3 clusters Score -1377667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1377702.500000 Penalty: 4507.958008
	Iteration 17Q: 3 clusters Score -1377702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1377719.000000 Penalty: 4507.958008
	Iteration 18Q: 3 clusters Score -1377719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1377728.250000 Penalty: 4507.958008
	Iteration 19Q: 3 clusters Score -1377728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1377734.125000 Penalty: 4507.958008
	Iteration 20F: 3 clusters Score -1377734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1377749.625000 Penalty: 4507.958008
	Iteration 21Q: 3 clusters Score -1377750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1377763.625000 Penalty: 4507.958008
	Iteration 22Q: 3 clusters Score -1377764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1377770.250000 Penalty: 4507.958008
	Iteration 23Q: 3 clusters Score -1377770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1377773.750000 Penalty: 4507.958008
	Iteration 24Q: 3 clusters Score -1377774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1377775.875000 Penalty: 4507.958008
	Iteration 25Q: 3 clusters Score -1377776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1377779.000000 Penalty: 4507.958008
	Iteration 26Q: 3 clusters Score -1377779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1377783.500000 Penalty: 4507.958008
	Iteration 27Q: 3 clusters Score -1377784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1377786.500000 Penalty: 4507.958008
	Iteration 28Q: 3 clusters Score -1377786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1377789.000000 Penalty: 4507.958008
	Iteration 29Q: 3 clusters Score -1377789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1377790.750000 Penalty: 4507.958008
	Iteration 30Q: 3 clusters Score -1377791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1377790.750000 Penalty: 4507.958008
	Iteration 31F: 3 clusters Score -1377791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -1257336.500000 Penalty: 2240.126221
	Iteration 0F: 2 clusters Score -1257336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1250650.750000 Penalty: 4480.252441
	Iteration 0F: 3 clusters Score -1250651 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1252439.250000 Penalty: 4480.252441
	Iteration 1F: 3 clusters Score -1252439 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1252704.875000 Penalty: 4480.252441
	Iteration 2F: 3 clusters Score -1252705 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1252891.500000 Penalty: 4480.252441
	Iteration 3F: 3 clusters Score -1252892 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1253029.375000 Penalty: 4480.252441
	Iteration 4Q: 3 clusters Score -1253029 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1253128.500000 Penalty: 4480.252441
	Iteration 5Q: 3 clusters Score -1253128 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1253190.000000 Penalty: 4480.252441
	Iteration 6Q: 3 clusters Score -1253190 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1253238.750000 Penalty: 4480.252441
	Iteration 7Q: 3 clusters Score -1253239 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1253284.750000 Penalty: 4480.252441
	Iteration 8Q: 3 clusters Score -1253285 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1253325.500000 Penalty: 4480.252441
	Iteration 9Q: 3 clusters Score -1253326 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1253366.500000 Penalty: 4480.252441
	Iteration 10Q: 3 clusters Score -1253366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1253399.875000 Penalty: 4480.252441
	Iteration 11Q: 3 clusters Score -1253400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1253439.875000 Penalty: 4480.252441
	Iteration 12Q: 3 clusters Score -1253440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1253471.500000 Penalty: 4480.252441
	Iteration 13Q: 3 clusters Score -1253472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1253500.750000 Penalty: 4480.252441
	Iteration 14Q: 3 clusters Score -1253501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1253524.375000 Penalty: 4480.252441
	Iteration 15Q: 3 clusters Score -1253524 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1253555.625000 Penalty: 4480.252441
	Iteration 16Q: 3 clusters Score -1253556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1253581.125000 Penalty: 4480.252441
	Iteration 17Q: 3 clusters Score -1253581 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1253615.875000 Penalty: 4480.252441
	Iteration 18Q: 3 clusters Score -1253616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1253652.500000 Penalty: 4480.252441
	Iteration 19Q: 3 clusters Score -1253652 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1253688.625000 Penalty: 4480.252441
	Iteration 20F: 3 clusters Score -1253689 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1253736.125000 Penalty: 4480.252441
	Iteration 21Q: 3 clusters Score -1253736 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1253784.375000 Penalty: 4480.252441
	Iteration 22Q: 3 clusters Score -1253784 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1253842.750000 Penalty: 4480.252441
	Iteration 23Q: 3 clusters Score -1253843 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1253905.125000 Penalty: 4480.252441
	Iteration 24Q: 3 clusters Score -1253905 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1253992.625000 Penalty: 4480.252441
	Iteration 25Q: 3 clusters Score -1253993 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1254109.500000 Penalty: 4480.252441
	Iteration 26Q: 3 clusters Score -1254110 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1254248.875000 Penalty: 4480.252441
	Iteration 27Q: 3 clusters Score -1254249 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1254422.750000 Penalty: 4480.252441
	Iteration 28Q: 3 clusters Score -1254423 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1254596.750000 Penalty: 4480.252441
	Iteration 29Q: 3 clusters Score -1254597 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1254768.125000 Penalty: 4480.252441
	Iteration 30Q: 3 clusters Score -1254768 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1254929.875000 Penalty: 4480.252441
	Iteration 31Q: 3 clusters Score -1254930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1255062.500000 Penalty: 4480.252441
	Iteration 32Q: 3 clusters Score -1255062 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1255163.125000 Penalty: 4480.252441
	Iteration 33Q: 3 clusters Score -1255163 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1255235.000000 Penalty: 4480.252441
	Iteration 34Q: 3 clusters Score -1255235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1255291.750000 Penalty: 4480.252441
	Iteration 35Q: 3 clusters Score -1255292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1255341.625000 Penalty: 4480.252441
	Iteration 36Q: 3 clusters Score -1255342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1255386.625000 Penalty: 4480.252441
	Iteration 37Q: 3 clusters Score -1255387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1255413.125000 Penalty: 4480.252441
	Iteration 38Q: 3 clusters Score -1255413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1255426.125000 Penalty: 4480.252441
	Iteration 39Q: 3 clusters Score -1255426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1255443.750000 Penalty: 4480.252441
	Iteration 40F: 3 clusters Score -1255444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1255455.250000 Penalty: 4480.252441
	Iteration 41Q: 3 clusters Score -1255455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1255461.000000 Penalty: 4480.252441
	Iteration 42Q: 3 clusters Score -1255461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1255466.750000 Penalty: 4480.252441
	Iteration 43Q: 3 clusters Score -1255467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1255468.000000 Penalty: 4480.252441
	Iteration 44Q: 3 clusters Score -1255468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1255469.625000 Penalty: 4480.252441
	Iteration 45Q: 3 clusters Score -1255470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1255471.000000 Penalty: 4480.252441
	Iteration 46Q: 3 clusters Score -1255471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1255472.500000 Penalty: 4480.252441
	Iteration 47Q: 3 clusters Score -1255472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1255475.000000 Penalty: 4480.252441
	Iteration 48Q: 3 clusters Score -1255475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1255475.000000 Penalty: 4480.252441
	Iteration 49Q: 3 clusters Score -1255475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1255479.625000 Penalty: 4480.252441
	Iteration 50Q: 3 clusters Score -1255480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1255487.375000 Penalty: 4480.252441
	Iteration 51Q: 3 clusters Score -1255487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1255487.875000 Penalty: 4480.252441
	Iteration 52Q: 3 clusters Score -1255488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1255491.250000 Penalty: 4480.252441
	Iteration 53Q: 3 clusters Score -1255491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1255494.000000 Penalty: 4480.252441
	Iteration 54Q: 3 clusters Score -1255494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1255493.750000 Penalty: 4480.252441
	Iteration 55Q: 3 clusters Score -1255494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1255494.750000 Penalty: 4480.252441
	Iteration 56Q: 3 clusters Score -1255495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1255494.750000 Penalty: 4480.252441
	Iteration 57F: 3 clusters Score -1255495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -92485.656250 Penalty: 1618.207397
	Iteration 0F: 2 clusters Score -92485.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90816.539062 Penalty: 3236.414795
	Iteration 0F: 3 clusters Score -90816.54 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91025.398438 Penalty: 3236.414795
	Iteration 1F: 3 clusters Score -91025.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91095.765625 Penalty: 3236.414795
	Iteration 2F: 3 clusters Score -91095.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91146.281250 Penalty: 3236.414795
	Iteration 3Q: 3 clusters Score -91146.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91175.507812 Penalty: 3236.414795
	Iteration 4Q: 3 clusters Score -91175.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91199.000000 Penalty: 3236.414795
	Iteration 5Q: 3 clusters Score -91199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91207.570312 Penalty: 3236.414795
	Iteration 6Q: 3 clusters Score -91207.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91218.531250 Penalty: 3236.414795
	Iteration 7Q: 3 clusters Score -91218.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91223.710938 Penalty: 3236.414795
	Iteration 8Q: 3 clusters Score -91223.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91227.742188 Penalty: 3236.414795
	Iteration 9Q: 3 clusters Score -91227.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91234.593750 Penalty: 3236.414795
	Iteration 10Q: 3 clusters Score -91234.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91239.203125 Penalty: 3236.414795
	Iteration 11Q: 3 clusters Score -91239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91243.312500 Penalty: 3236.414795
	Iteration 12Q: 3 clusters Score -91243.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91243.312500 Penalty: 3236.414795
	Iteration 13F: 3 clusters Score -91243.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -595050.000000 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -595050 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 1919 members 
Entering Unmasked Estep 
Score: -591269.312500 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -591269.3 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -592122.750000 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -592122.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -592298.187500 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -592298.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -592411.125000 Penalty: 4092.177734
	Iteration 3Q: 3 clusters Score -592411.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -592492.562500 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -592492.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -592544.375000 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -592544.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -592583.000000 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -592583 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -592615.687500 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -592615.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -592652.125000 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -592652.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -592687.500000 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -592687.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -592712.000000 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -592712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -592735.187500 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -592735.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -592754.500000 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -592754.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -592768.250000 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -592768.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -592777.812500 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -592777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -592782.750000 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -592782.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -592788.250000 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -592788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -592791.562500 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -592791.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -592797.562500 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -592797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -592804.875000 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -592804.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -592812.500000 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -592812.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -592818.687500 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -592818.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -592824.562500 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -592824.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -592828.812500 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -592828.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -592830.687500 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -592830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -592832.812500 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -592832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -592834.562500 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -592834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -592835.312500 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -592835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -592835.750000 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -592835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -592836.625000 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -592836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -592838.750000 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -592838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -592841.562500 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -592841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -592843.312500 Penalty: 4092.177734
	Iteration 32Q: 3 clusters Score -592843.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -592844.437500 Penalty: 4092.177734
	Iteration 33Q: 3 clusters Score -592844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -592844.000000 Penalty: 4092.177734
	Iteration 34Q: 3 clusters Score -592844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -592844.000000 Penalty: 4092.177734
	Iteration 35F: 3 clusters Score -592844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (123052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123052 members 
Entering Unmasked Estep 
Score: -19344940.000000 Penalty: 2906.649902
	Iteration 0F: 2 clusters Score -1.934494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -19266308.000000 Penalty: 5813.299805
	Iteration 0F: 3 clusters Score -1.926631e+07 nChanged 58392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -19299826.000000 Penalty: 5813.299805
	Iteration 1F: 3 clusters Score -1.929983e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -19300800.000000 Penalty: 5813.299805
	Iteration 2Q: 3 clusters Score -1.93008e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -19302080.000000 Penalty: 5813.299805
	Iteration 3Q: 3 clusters Score -1.930208e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -19304000.000000 Penalty: 5813.299805
	Iteration 4Q: 3 clusters Score -1.9304e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -19307080.000000 Penalty: 5813.299805
	Iteration 5F: 3 clusters Score -1.930708e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -19312050.000000 Penalty: 5813.299805
	Iteration 6F: 3 clusters Score -1.931205e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -19319144.000000 Penalty: 5813.299805
	Iteration 7F: 3 clusters Score -1.931914e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -19327936.000000 Penalty: 5813.299805
	Iteration 8F: 3 clusters Score -1.932794e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -19335448.000000 Penalty: 5813.299805
	Iteration 9F: 3 clusters Score -1.933545e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -19338378.000000 Penalty: 5813.299805
	Iteration 10Q: 3 clusters Score -1.933838e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90861 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -19339320.000000 Penalty: 5813.299805
	Iteration 11Q: 3 clusters Score -1.933932e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91620 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -19339782.000000 Penalty: 5813.299805
	Iteration 12Q: 3 clusters Score -1.933978e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92223 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -19340212.000000 Penalty: 5813.299805
	Iteration 13Q: 3 clusters Score -1.934021e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -19340424.000000 Penalty: 5813.299805
	Iteration 14Q: 3 clusters Score -1.934042e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -19340576.000000 Penalty: 5813.299805
	Iteration 15Q: 3 clusters Score -1.934058e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -19340732.000000 Penalty: 5813.299805
	Iteration 16Q: 3 clusters Score -1.934073e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -19340918.000000 Penalty: 5813.299805
	Iteration 17Q: 3 clusters Score -1.934092e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94891 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -19341206.000000 Penalty: 5813.299805
	Iteration 18Q: 3 clusters Score -1.934121e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95599 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -19341312.000000 Penalty: 5813.299805
	Iteration 19Q: 3 clusters Score -1.934131e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -19341544.000000 Penalty: 5813.299805
	Iteration 20F: 3 clusters Score -1.934154e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -19341814.000000 Penalty: 5813.299805
	Iteration 21Q: 3 clusters Score -1.934181e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -19341974.000000 Penalty: 5813.299805
	Iteration 22Q: 3 clusters Score -1.934197e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -19342108.000000 Penalty: 5813.299805
	Iteration 23Q: 3 clusters Score -1.934211e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101561 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -19342244.000000 Penalty: 5813.299805
	Iteration 24Q: 3 clusters Score -1.934224e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103289 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -19342518.000000 Penalty: 5813.299805
	Iteration 25Q: 3 clusters Score -1.934252e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105082 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -19342550.000000 Penalty: 5813.299805
	Iteration 26Q: 3 clusters Score -1.934255e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -19342704.000000 Penalty: 5813.299805
	Iteration 27Q: 3 clusters Score -1.93427e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108834 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -19342876.000000 Penalty: 5813.299805
	Iteration 28Q: 3 clusters Score -1.934288e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110791 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -19342910.000000 Penalty: 5813.299805
	Iteration 29Q: 3 clusters Score -1.934291e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112658 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -19342900.000000 Penalty: 5813.299805
	Iteration 30Q: 3 clusters Score -1.93429e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114372 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -19342832.000000 Penalty: 5813.299805
	Iteration 31Q: 3 clusters Score -1.934283e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115967 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -19342762.000000 Penalty: 5813.299805
	Iteration 32Q: 3 clusters Score -1.934276e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117340 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -19342794.000000 Penalty: 5813.299805
	Iteration 33Q: 3 clusters Score -1.934279e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118442 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -19342784.000000 Penalty: 5813.299805
	Iteration 34Q: 3 clusters Score -1.934278e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119287 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -19342760.000000 Penalty: 5813.299805
	Iteration 35Q: 3 clusters Score -1.934276e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -19342652.000000 Penalty: 5813.299805
	Iteration 36Q: 3 clusters Score -1.934265e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -19342668.000000 Penalty: 5813.299805
	Iteration 37Q: 3 clusters Score -1.934267e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120594 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19342620.000000 Penalty: 5813.299805
	Iteration 38Q: 3 clusters Score -1.934262e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120728 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -19342614.000000 Penalty: 5813.299805
	Iteration 39Q: 3 clusters Score -1.934261e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120819 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19342790.000000 Penalty: 5813.299805
	Iteration 40F: 3 clusters Score -1.934279e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121305 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -19342754.000000 Penalty: 5813.299805
	Iteration 41Q: 3 clusters Score -1.934275e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121639 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -19342742.000000 Penalty: 5813.299805
	Iteration 42Q: 3 clusters Score -1.934274e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121857 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -19342664.000000 Penalty: 5813.299805
	Iteration 43Q: 3 clusters Score -1.934266e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122006 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19342718.000000 Penalty: 5813.299805
	Iteration 44Q: 3 clusters Score -1.934272e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122110 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -19342706.000000 Penalty: 5813.299805
	Iteration 45Q: 3 clusters Score -1.934271e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122197 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -19342724.000000 Penalty: 5813.299805
	Iteration 46Q: 3 clusters Score -1.934272e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122280 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -19342724.000000 Penalty: 5813.299805
	Iteration 47Q: 3 clusters Score -1.934272e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122337 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -19342692.000000 Penalty: 5813.299805
	Iteration 48Q: 3 clusters Score -1.934269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122369 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -19342718.000000 Penalty: 5813.299805
	Iteration 49Q: 3 clusters Score -1.934272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -19342724.000000 Penalty: 5813.299805
	Iteration 50Q: 3 clusters Score -1.934272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122427 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -19342706.000000 Penalty: 5813.299805
	Iteration 51Q: 3 clusters Score -1.934271e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122447 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -19342674.000000 Penalty: 5813.299805
	Iteration 52Q: 3 clusters Score -1.934267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -19342676.000000 Penalty: 5813.299805
	Iteration 53Q: 3 clusters Score -1.934268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122487 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -19342692.000000 Penalty: 5813.299805
	Iteration 54Q: 3 clusters Score -1.934269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122504 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19342710.000000 Penalty: 5813.299805
	Iteration 55Q: 3 clusters Score -1.934271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -19342708.000000 Penalty: 5813.299805
	Iteration 56Q: 3 clusters Score -1.934271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122526 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -19342706.000000 Penalty: 5813.299805
	Iteration 57Q: 3 clusters Score -1.934271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122537 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -19342724.000000 Penalty: 5813.299805
	Iteration 58Q: 3 clusters Score -1.934272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122550 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19342728.000000 Penalty: 5813.299805
	Iteration 59Q: 3 clusters Score -1.934273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122558 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -19342722.000000 Penalty: 5813.299805
	Iteration 60F: 3 clusters Score -1.934272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122567 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -19342744.000000 Penalty: 5813.299805
	Iteration 61Q: 3 clusters Score -1.934274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122575 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -19342742.000000 Penalty: 5813.299805
	Iteration 62Q: 3 clusters Score -1.934274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -19342730.000000 Penalty: 5813.299805
	Iteration 63Q: 3 clusters Score -1.934273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -19342750.000000 Penalty: 5813.299805
	Iteration 64Q: 3 clusters Score -1.934275e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122602 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -19342758.000000 Penalty: 5813.299805
	Iteration 65Q: 3 clusters Score -1.934276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122609 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -19342764.000000 Penalty: 5813.299805
	Iteration 66Q: 3 clusters Score -1.934276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19342764.000000 Penalty: 5813.299805
	Iteration 67Q: 3 clusters Score -1.934276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19342764.000000 Penalty: 5813.299805
	Iteration 68F: 3 clusters Score -1.934276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47978.148438 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -47978.15 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 183 members 
Entering Unmasked Estep 
Score: -46635.914062 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -46635.91 nChanged 49
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: -46761.890625 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -46761.89 nChanged 14
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: -46817.828125 Penalty: 2891.156982
	Iteration 2Q: 3 clusters Score -46817.83 nChanged 9
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: -46875.066406 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -46875.07 nChanged 3
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: -46894.414062 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -46894.41 nChanged 2
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: -46905.042969 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -46905.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46907.804688 Penalty: 2891.156982
	Iteration 6Q: 3 clusters Score -46907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46907.804688 Penalty: 2891.156982
	Iteration 7F: 3 clusters Score -46907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -767288.750000 Penalty: 2113.895264
	Iteration 0F: 2 clusters Score -767288.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -762809.062500 Penalty: 4227.790527
	Iteration 0F: 3 clusters Score -762809.1 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -763869.937500 Penalty: 4227.790527
	Iteration 1F: 3 clusters Score -763869.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -764100.437500 Penalty: 4227.790527
	Iteration 2F: 3 clusters Score -764100.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -764283.125000 Penalty: 4227.790527
	Iteration 3F: 3 clusters Score -764283.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -764422.625000 Penalty: 4227.790527
	Iteration 4Q: 3 clusters Score -764422.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -764548.500000 Penalty: 4227.790527
	Iteration 5Q: 3 clusters Score -764548.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -764678.625000 Penalty: 4227.790527
	Iteration 6Q: 3 clusters Score -764678.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -764814.312500 Penalty: 4227.790527
	Iteration 7Q: 3 clusters Score -764814.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -764960.750000 Penalty: 4227.790527
	Iteration 8Q: 3 clusters Score -764960.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -765105.125000 Penalty: 4227.790527
	Iteration 9Q: 3 clusters Score -765105.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -765231.312500 Penalty: 4227.790527
	Iteration 10Q: 3 clusters Score -765231.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -765342.375000 Penalty: 4227.790527
	Iteration 11Q: 3 clusters Score -765342.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -765426.625000 Penalty: 4227.790527
	Iteration 12Q: 3 clusters Score -765426.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -765517.375000 Penalty: 4227.790527
	Iteration 13Q: 3 clusters Score -765517.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -765607.375000 Penalty: 4227.790527
	Iteration 14Q: 3 clusters Score -765607.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -765672.562500 Penalty: 4227.790527
	Iteration 15Q: 3 clusters Score -765672.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -765726.500000 Penalty: 4227.790527
	Iteration 16Q: 3 clusters Score -765726.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -765765.437500 Penalty: 4227.790527
	Iteration 17Q: 3 clusters Score -765765.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -765798.000000 Penalty: 4227.790527
	Iteration 18Q: 3 clusters Score -765798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -765815.375000 Penalty: 4227.790527
	Iteration 19Q: 3 clusters Score -765815.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -765831.187500 Penalty: 4227.790527
	Iteration 20F: 3 clusters Score -765831.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -765847.437500 Penalty: 4227.790527
	Iteration 21Q: 3 clusters Score -765847.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -765863.500000 Penalty: 4227.790527
	Iteration 22Q: 3 clusters Score -765863.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -765878.187500 Penalty: 4227.790527
	Iteration 23Q: 3 clusters Score -765878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -765887.375000 Penalty: 4227.790527
	Iteration 24Q: 3 clusters Score -765887.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -765890.250000 Penalty: 4227.790527
	Iteration 25Q: 3 clusters Score -765890.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -765894.937500 Penalty: 4227.790527
	Iteration 26Q: 3 clusters Score -765894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -765898.312500 Penalty: 4227.790527
	Iteration 27Q: 3 clusters Score -765898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -765902.687500 Penalty: 4227.790527
	Iteration 28Q: 3 clusters Score -765902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -765905.437500 Penalty: 4227.790527
	Iteration 29Q: 3 clusters Score -765905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -765910.000000 Penalty: 4227.790527
	Iteration 30Q: 3 clusters Score -765910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -765912.750000 Penalty: 4227.790527
	Iteration 31Q: 3 clusters Score -765912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -765916.750000 Penalty: 4227.790527
	Iteration 32Q: 3 clusters Score -765916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -765919.125000 Penalty: 4227.790527
	Iteration 33Q: 3 clusters Score -765919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -765921.187500 Penalty: 4227.790527
	Iteration 34Q: 3 clusters Score -765921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -765921.937500 Penalty: 4227.790527
	Iteration 35Q: 3 clusters Score -765921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -765924.000000 Penalty: 4227.790527
	Iteration 36Q: 3 clusters Score -765924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -765922.937500 Penalty: 4227.790527
	Iteration 37Q: 3 clusters Score -765922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -765925.750000 Penalty: 4227.790527
	Iteration 38Q: 3 clusters Score -765925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -765927.375000 Penalty: 4227.790527
	Iteration 39Q: 3 clusters Score -765927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -765927.500000 Penalty: 4227.790527
	Iteration 40F: 3 clusters Score -765927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -765928.125000 Penalty: 4227.790527
	Iteration 41Q: 3 clusters Score -765928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -765929.500000 Penalty: 4227.790527
	Iteration 42Q: 3 clusters Score -765929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -765928.312500 Penalty: 4227.790527
	Iteration 43Q: 3 clusters Score -765928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -765928.687500 Penalty: 4227.790527
	Iteration 44Q: 3 clusters Score -765928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -765930.312500 Penalty: 4227.790527
	Iteration 45Q: 3 clusters Score -765930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -765932.562500 Penalty: 4227.790527
	Iteration 46Q: 3 clusters Score -765932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -765932.562500 Penalty: 4227.790527
	Iteration 47F: 3 clusters Score -765932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -252393.468750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -252393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -249962.468750 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -249962.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -250343.906250 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -250343.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -250469.656250 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -250469.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -250527.234375 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -250527.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -250562.765625 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -250562.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -250592.328125 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -250592.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -250613.859375 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -250613.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -250631.296875 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -250631.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -250650.734375 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -250650.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -250664.859375 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -250664.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -250676.906250 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -250676.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -250697.562500 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -250697.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -250712.828125 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -250712.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -250724.656250 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -250724.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -250735.765625 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -250735.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -250745.796875 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -250745.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -250755.781250 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -250755.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -250766.281250 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -250766.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -250774.968750 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -250775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -250785.187500 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -250785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -250791.281250 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -250791.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -250795.687500 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -250795.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -250801.500000 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -250801.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -250814.500000 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -250814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -250826.609375 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -250826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -250833.109375 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -250833.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -250840.078125 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -250840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -250847.375000 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -250847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -250851.796875 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -250851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -250852.781250 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -250852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -250854.265625 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -250854.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -250854.390625 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -250854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -250854.390625 Penalty: 3683.273193
	Iteration 32F: 3 clusters Score -250854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Entering Unmasked Estep 
Score: -4574734.500000 Penalty: 2546.539307
	Iteration 0F: 2 clusters Score -4574734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4554830.500000 Penalty: 5093.078613
	Iteration 0F: 3 clusters Score -4554830 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4562020.000000 Penalty: 5093.078613
	Iteration 1F: 3 clusters Score -4562020 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4562467.000000 Penalty: 5093.078613
	Iteration 2Q: 3 clusters Score -4562467 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4562863.000000 Penalty: 5093.078613
	Iteration 3Q: 3 clusters Score -4562863 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4563308.000000 Penalty: 5093.078613
	Iteration 4Q: 3 clusters Score -4563308 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4563886.500000 Penalty: 5093.078613
	Iteration 5Q: 3 clusters Score -4563886 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4564688.500000 Penalty: 5093.078613
	Iteration 6F: 3 clusters Score -4564688 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4565852.500000 Penalty: 5093.078613
	Iteration 7F: 3 clusters Score -4565852 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4567364.500000 Penalty: 5093.078613
	Iteration 8F: 3 clusters Score -4567364 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -4569225.500000 Penalty: 5093.078613
	Iteration 9F: 3 clusters Score -4569226 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -4570675.500000 Penalty: 5093.078613
	Iteration 10F: 3 clusters Score -4570676 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4571609.000000 Penalty: 5093.078613
	Iteration 11Q: 3 clusters Score -4571609 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -4572055.000000 Penalty: 5093.078613
	Iteration 12Q: 3 clusters Score -4572055 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -4572262.000000 Penalty: 5093.078613
	Iteration 13Q: 3 clusters Score -4572262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4572340.000000 Penalty: 5093.078613
	Iteration 14Q: 3 clusters Score -4572340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4572380.000000 Penalty: 5093.078613
	Iteration 15Q: 3 clusters Score -4572380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4572414.000000 Penalty: 5093.078613
	Iteration 16Q: 3 clusters Score -4572414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4572434.000000 Penalty: 5093.078613
	Iteration 17Q: 3 clusters Score -4572434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4572439.500000 Penalty: 5093.078613
	Iteration 18Q: 3 clusters Score -4572440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4572447.000000 Penalty: 5093.078613
	Iteration 19Q: 3 clusters Score -4572447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4572448.000000 Penalty: 5093.078613
	Iteration 20F: 3 clusters Score -4572448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4572446.500000 Penalty: 5093.078613
	Iteration 21Q: 3 clusters Score -4572446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4572446.500000 Penalty: 5093.078613
	Iteration 22F: 3 clusters Score -4572446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Entering Unmasked Estep 
Score: -574928.562500 Penalty: 2052.798340
	Iteration 0F: 2 clusters Score -574928.6 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 1973 members 
Entering Unmasked Estep 
Score: -571142.437500 Penalty: 4105.596680
	Iteration 0F: 3 clusters Score -571142.4 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -572209.812500 Penalty: 4105.596680
	Iteration 1F: 3 clusters Score -572209.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -572763.500000 Penalty: 4105.596680
	Iteration 2F: 3 clusters Score -572763.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -573360.750000 Penalty: 4105.596680
	Iteration 3F: 3 clusters Score -573360.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -573785.937500 Penalty: 4105.596680
	Iteration 4F: 3 clusters Score -573785.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -574076.000000 Penalty: 4105.596680
	Iteration 5F: 3 clusters Score -574076 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -574218.062500 Penalty: 4105.596680
	Iteration 6Q: 3 clusters Score -574218.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -574290.250000 Penalty: 4105.596680
	Iteration 7Q: 3 clusters Score -574290.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -574314.437500 Penalty: 4105.596680
	Iteration 8Q: 3 clusters Score -574314.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -574330.062500 Penalty: 4105.596680
	Iteration 9Q: 3 clusters Score -574330.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -574341.500000 Penalty: 4105.596680
	Iteration 10Q: 3 clusters Score -574341.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -574348.500000 Penalty: 4105.596680
	Iteration 11Q: 3 clusters Score -574348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -574349.812500 Penalty: 4105.596680
	Iteration 12Q: 3 clusters Score -574349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -574349.250000 Penalty: 4105.596680
	Iteration 13Q: 3 clusters Score -574349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -574350.187500 Penalty: 4105.596680
	Iteration 14Q: 3 clusters Score -574350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -574352.625000 Penalty: 4105.596680
	Iteration 15Q: 3 clusters Score -574352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -574353.937500 Penalty: 4105.596680
	Iteration 16Q: 3 clusters Score -574353.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -574354.437500 Penalty: 4105.596680
	Iteration 17Q: 3 clusters Score -574354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -574354.437500 Penalty: 4105.596680
	Iteration 18F: 3 clusters Score -574354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Entering Unmasked Estep 
Score: -16009575.000000 Penalty: 2858.888184
	Iteration 0F: 2 clusters Score -1.600958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -15943923.000000 Penalty: 5717.776367
	Iteration 0F: 3 clusters Score -1.594392e+07 nChanged 47793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -15971560.000000 Penalty: 5717.776367
	Iteration 1F: 3 clusters Score -1.597156e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -15973102.000000 Penalty: 5717.776367
	Iteration 2Q: 3 clusters Score -1.59731e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -15975530.000000 Penalty: 5717.776367
	Iteration 3Q: 3 clusters Score -1.597553e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -15979626.000000 Penalty: 5717.776367
	Iteration 4F: 3 clusters Score -1.597963e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -15986230.000000 Penalty: 5717.776367
	Iteration 5F: 3 clusters Score -1.598623e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -15994385.000000 Penalty: 5717.776367
	Iteration 6F: 3 clusters Score -1.599438e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -16001568.000000 Penalty: 5717.776367
	Iteration 7F: 3 clusters Score -1.600157e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98106 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -16005186.000000 Penalty: 5717.776367
	Iteration 8Q: 3 clusters Score -1.600519e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -16006448.000000 Penalty: 5717.776367
	Iteration 9Q: 3 clusters Score -1.600645e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100572 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -16006899.000000 Penalty: 5717.776367
	Iteration 10Q: 3 clusters Score -1.60069e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -16007106.000000 Penalty: 5717.776367
	Iteration 11Q: 3 clusters Score -1.600711e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16007209.000000 Penalty: 5717.776367
	Iteration 12Q: 3 clusters Score -1.600721e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100981 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16007248.000000 Penalty: 5717.776367
	Iteration 13Q: 3 clusters Score -1.600725e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -16007310.000000 Penalty: 5717.776367
	Iteration 14Q: 3 clusters Score -1.600731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -16007348.000000 Penalty: 5717.776367
	Iteration 15Q: 3 clusters Score -1.600735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16007351.000000 Penalty: 5717.776367
	Iteration 16Q: 3 clusters Score -1.600735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16007379.000000 Penalty: 5717.776367
	Iteration 17Q: 3 clusters Score -1.600738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -16007378.000000 Penalty: 5717.776367
	Iteration 18Q: 3 clusters Score -1.600738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16007378.000000 Penalty: 5717.776367
	Iteration 19Q: 3 clusters Score -1.600738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -16007387.000000 Penalty: 5717.776367
	Iteration 20F: 3 clusters Score -1.600739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -16007398.000000 Penalty: 5717.776367
	Iteration 21Q: 3 clusters Score -1.60074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -16007400.000000 Penalty: 5717.776367
	Iteration 22Q: 3 clusters Score -1.60074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101052 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -16007407.000000 Penalty: 5717.776367
	Iteration 23Q: 3 clusters Score -1.600741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -16007409.000000 Penalty: 5717.776367
	Iteration 24Q: 3 clusters Score -1.600741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -16007407.000000 Penalty: 5717.776367
	Iteration 25Q: 3 clusters Score -1.600741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -16007408.000000 Penalty: 5717.776367
	Iteration 26Q: 3 clusters Score -1.600741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -16007408.000000 Penalty: 5717.776367
	Iteration 27F: 3 clusters Score -1.600741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -54535.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -54535.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53153.343750 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -53153.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53279.437500 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -53279.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53343.402344 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -53343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53387.664062 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -53387.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53416.425781 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -53416.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53426.753906 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -53426.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53432.996094 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -53433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53439.550781 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -53439.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53445.875000 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -53445.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53449.398438 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -53449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53462.148438 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -53462.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53483.167969 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -53483.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53501.531250 Penalty: 2982.802734
	Iteration 12Q: 3 clusters Score -53501.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53524.800781 Penalty: 2982.802734
	Iteration 13Q: 3 clusters Score -53524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53537.839844 Penalty: 2982.802734
	Iteration 14Q: 3 clusters Score -53537.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53539.054688 Penalty: 2982.802734
	Iteration 15Q: 3 clusters Score -53539.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53540.238281 Penalty: 2982.802734
	Iteration 16Q: 3 clusters Score -53540.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53546.121094 Penalty: 2982.802734
	Iteration 17Q: 3 clusters Score -53546.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53547.757812 Penalty: 2982.802734
	Iteration 18Q: 3 clusters Score -53547.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53547.757812 Penalty: 2982.802734
	Iteration 19F: 3 clusters Score -53547.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Entering Unmasked Estep 
Score: -3844460.500000 Penalty: 2506.970459
	Iteration 0F: 2 clusters Score -3844460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3827369.000000 Penalty: 5013.940918
	Iteration 0F: 3 clusters Score -3827369 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3833218.250000 Penalty: 5013.940918
	Iteration 1F: 3 clusters Score -3833218 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3833578.750000 Penalty: 5013.940918
	Iteration 2Q: 3 clusters Score -3833579 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3833935.000000 Penalty: 5013.940918
	Iteration 3Q: 3 clusters Score -3833935 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3834286.250000 Penalty: 5013.940918
	Iteration 4Q: 3 clusters Score -3834286 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3834695.000000 Penalty: 5013.940918
	Iteration 5Q: 3 clusters Score -3834695 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3835150.000000 Penalty: 5013.940918
	Iteration 6Q: 3 clusters Score -3835150 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3835694.250000 Penalty: 5013.940918
	Iteration 7Q: 3 clusters Score -3835694 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3836335.000000 Penalty: 5013.940918
	Iteration 8Q: 3 clusters Score -3836335 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3837172.750000 Penalty: 5013.940918
	Iteration 9Q: 3 clusters Score -3837173 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3838188.000000 Penalty: 5013.940918
	Iteration 10F: 3 clusters Score -3838188 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3839281.000000 Penalty: 5013.940918
	Iteration 11F: 3 clusters Score -3839281 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -3840548.000000 Penalty: 5013.940918
	Iteration 12F: 3 clusters Score -3840548 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3841876.250000 Penalty: 5013.940918
	Iteration 13F: 3 clusters Score -3841876 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3843014.250000 Penalty: 5013.940918
	Iteration 14Q: 3 clusters Score -3843014 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3843843.750000 Penalty: 5013.940918
	Iteration 15Q: 3 clusters Score -3843844 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3844292.750000 Penalty: 5013.940918
	Iteration 16Q: 3 clusters Score -3844293 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -3844530.000000 Penalty: 5013.940918
	Iteration 17Q: 3 clusters Score -3844530 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3844670.750000 Penalty: 5013.940918
	Iteration 18Q: 3 clusters Score -3844671 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3844781.750000 Penalty: 5013.940918
	Iteration 19Q: 3 clusters Score -3844782 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3844837.500000 Penalty: 5013.940918
	Iteration 20F: 3 clusters Score -3844838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3844854.000000 Penalty: 5013.940918
	Iteration 21Q: 3 clusters Score -3844854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -3844872.000000 Penalty: 5013.940918
	Iteration 22Q: 3 clusters Score -3844872 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3844889.250000 Penalty: 5013.940918
	Iteration 23Q: 3 clusters Score -3844889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3844891.250000 Penalty: 5013.940918
	Iteration 24Q: 3 clusters Score -3844891 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3844896.750000 Penalty: 5013.940918
	Iteration 25Q: 3 clusters Score -3844897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3844899.750000 Penalty: 5013.940918
	Iteration 26Q: 3 clusters Score -3844900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -3844894.250000 Penalty: 5013.940918
	Iteration 27Q: 3 clusters Score -3844894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3844890.500000 Penalty: 5013.940918
	Iteration 28Q: 3 clusters Score -3844890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3844899.250000 Penalty: 5013.940918
	Iteration 29Q: 3 clusters Score -3844899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3844898.250000 Penalty: 5013.940918
	Iteration 30Q: 3 clusters Score -3844898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3844901.250000 Penalty: 5013.940918
	Iteration 31Q: 3 clusters Score -3844901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3844910.000000 Penalty: 5013.940918
	Iteration 32Q: 3 clusters Score -3844910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3844906.750000 Penalty: 5013.940918
	Iteration 33Q: 3 clusters Score -3844907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3844907.000000 Penalty: 5013.940918
	Iteration 34Q: 3 clusters Score -3844907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3844900.250000 Penalty: 5013.940918
	Iteration 35Q: 3 clusters Score -3844900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3844902.500000 Penalty: 5013.940918
	Iteration 36Q: 3 clusters Score -3844902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3844901.750000 Penalty: 5013.940918
	Iteration 37Q: 3 clusters Score -3844902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3844902.000000 Penalty: 5013.940918
	Iteration 38Q: 3 clusters Score -3844902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3844901.500000 Penalty: 5013.940918
	Iteration 39Q: 3 clusters Score -3844902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3844901.750000 Penalty: 5013.940918
	Iteration 40F: 3 clusters Score -3844902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3844900.000000 Penalty: 5013.940918
	Iteration 41Q: 3 clusters Score -3844900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3844905.500000 Penalty: 5013.940918
	Iteration 42Q: 3 clusters Score -3844906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3844902.500000 Penalty: 5013.940918
	Iteration 43Q: 3 clusters Score -3844902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3844907.000000 Penalty: 5013.940918
	Iteration 44Q: 3 clusters Score -3844907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3844907.250000 Penalty: 5013.940918
	Iteration 45Q: 3 clusters Score -3844907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3844905.000000 Penalty: 5013.940918
	Iteration 46Q: 3 clusters Score -3844905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -3844905.750000 Penalty: 5013.940918
	Iteration 47Q: 3 clusters Score -3844906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3844905.000000 Penalty: 5013.940918
	Iteration 48Q: 3 clusters Score -3844905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3844904.000000 Penalty: 5013.940918
	Iteration 49Q: 3 clusters Score -3844904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3844904.000000 Penalty: 5013.940918
	Iteration 50F: 3 clusters Score -3844904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111497 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11206 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123052 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28805 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101496 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 12345 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Mstep: Class 44 contains 12212 members 
Entering Unmasked Estep 
Score: -86711824.000000 Penalty: 144519.937500
Splitting cluster 32 changes total score from -86712416.000000 to -86711824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -362764.156250 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -362764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -359931.281250 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -359931.3 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -360529.875000 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -360529.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -360651.781250 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -360651.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -360718.125000 Penalty: 3860.272461
	Iteration 3Q: 3 clusters Score -360718.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -360757.531250 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -360757.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -360795.125000 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -360795.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -360830.312500 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -360830.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -360862.000000 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -360862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -360887.531250 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -360887.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -360928.156250 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -360928.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -360972.093750 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -360972.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -361015.625000 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -361015.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -361050.187500 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -361050.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -361081.718750 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -361081.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -361118.000000 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -361118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -361168.093750 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -361168.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -361204.500000 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -361204.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -361243.875000 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -361243.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -361281.906250 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -361281.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -361317.500000 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -361317.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -361346.031250 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -361346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -361374.375000 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -361374.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -361404.812500 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -361404.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -361443.093750 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -361443.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -361468.000000 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -361468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -361491.718750 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -361491.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -361508.062500 Penalty: 3860.272461
	Iteration 26Q: 3 clusters Score -361508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361516.281250 Penalty: 3860.272461
	Iteration 27Q: 3 clusters Score -361516.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -361525.937500 Penalty: 3860.272461
	Iteration 28Q: 3 clusters Score -361525.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -361537.625000 Penalty: 3860.272461
	Iteration 29Q: 3 clusters Score -361537.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -361546.000000 Penalty: 3860.272461
	Iteration 30Q: 3 clusters Score -361546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -361551.031250 Penalty: 3860.272461
	Iteration 31Q: 3 clusters Score -361551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -361555.312500 Penalty: 3860.272461
	Iteration 32Q: 3 clusters Score -361555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -361565.156250 Penalty: 3860.272461
	Iteration 33Q: 3 clusters Score -361565.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -361575.593750 Penalty: 3860.272461
	Iteration 34Q: 3 clusters Score -361575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -361589.437500 Penalty: 3860.272461
	Iteration 35Q: 3 clusters Score -361589.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -361596.562500 Penalty: 3860.272461
	Iteration 36Q: 3 clusters Score -361596.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -361602.093750 Penalty: 3860.272461
	Iteration 37Q: 3 clusters Score -361602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -361604.562500 Penalty: 3860.272461
	Iteration 38Q: 3 clusters Score -361604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -361606.937500 Penalty: 3860.272461
	Iteration 39Q: 3 clusters Score -361606.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -361609.281250 Penalty: 3860.272461
	Iteration 40F: 3 clusters Score -361609.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -361611.031250 Penalty: 3860.272461
	Iteration 41Q: 3 clusters Score -361611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -361611.031250 Penalty: 3860.272461
	Iteration 42F: 3 clusters Score -361611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Entering Unmasked Estep 
Score: -1164807.250000 Penalty: 2215.516113
	Iteration 0F: 2 clusters Score -1164807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1158653.125000 Penalty: 4431.032227
	Iteration 0F: 3 clusters Score -1158653 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1160428.500000 Penalty: 4431.032227
	Iteration 1F: 3 clusters Score -1160428 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1160804.375000 Penalty: 4431.032227
	Iteration 2F: 3 clusters Score -1160804 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1161109.375000 Penalty: 4431.032227
	Iteration 3F: 3 clusters Score -1161109 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1161386.875000 Penalty: 4431.032227
	Iteration 4F: 3 clusters Score -1161387 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1161638.000000 Penalty: 4431.032227
	Iteration 5Q: 3 clusters Score -1161638 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1161873.625000 Penalty: 4431.032227
	Iteration 6Q: 3 clusters Score -1161874 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1162102.000000 Penalty: 4431.032227
	Iteration 7Q: 3 clusters Score -1162102 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1162293.125000 Penalty: 4431.032227
	Iteration 8Q: 3 clusters Score -1162293 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1162472.125000 Penalty: 4431.032227
	Iteration 9Q: 3 clusters Score -1162472 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1162607.125000 Penalty: 4431.032227
	Iteration 10Q: 3 clusters Score -1162607 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1162712.625000 Penalty: 4431.032227
	Iteration 11Q: 3 clusters Score -1162713 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1162790.750000 Penalty: 4431.032227
	Iteration 12Q: 3 clusters Score -1162791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1162845.500000 Penalty: 4431.032227
	Iteration 13Q: 3 clusters Score -1162846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1162891.250000 Penalty: 4431.032227
	Iteration 14Q: 3 clusters Score -1162891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1162921.625000 Penalty: 4431.032227
	Iteration 15Q: 3 clusters Score -1162922 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1162956.000000 Penalty: 4431.032227
	Iteration 16Q: 3 clusters Score -1162956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1162979.250000 Penalty: 4431.032227
	Iteration 17Q: 3 clusters Score -1162979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1163004.375000 Penalty: 4431.032227
	Iteration 18Q: 3 clusters Score -1163004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1163021.750000 Penalty: 4431.032227
	Iteration 19Q: 3 clusters Score -1163022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1163035.500000 Penalty: 4431.032227
	Iteration 20F: 3 clusters Score -1163036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1163041.750000 Penalty: 4431.032227
	Iteration 21Q: 3 clusters Score -1163042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1163050.750000 Penalty: 4431.032227
	Iteration 22Q: 3 clusters Score -1163051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1163057.875000 Penalty: 4431.032227
	Iteration 23Q: 3 clusters Score -1163058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1163063.500000 Penalty: 4431.032227
	Iteration 24Q: 3 clusters Score -1163064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1163067.750000 Penalty: 4431.032227
	Iteration 25Q: 3 clusters Score -1163068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1163068.250000 Penalty: 4431.032227
	Iteration 26Q: 3 clusters Score -1163068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1163073.000000 Penalty: 4431.032227
	Iteration 27Q: 3 clusters Score -1163073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1163074.125000 Penalty: 4431.032227
	Iteration 28Q: 3 clusters Score -1163074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1163075.875000 Penalty: 4431.032227
	Iteration 29Q: 3 clusters Score -1163076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1163077.750000 Penalty: 4431.032227
	Iteration 30Q: 3 clusters Score -1163078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1163078.625000 Penalty: 4431.032227
	Iteration 31Q: 3 clusters Score -1163079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1163080.625000 Penalty: 4431.032227
	Iteration 32Q: 3 clusters Score -1163081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1163080.250000 Penalty: 4431.032227
	Iteration 33Q: 3 clusters Score -1163080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1163080.250000 Penalty: 4431.032227
	Iteration 34F: 3 clusters Score -1163080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -117468.523438 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -117468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -115608.945312 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -115608.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -115944.210938 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -115944.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116130.390625 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -116130.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -116268.500000 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -116268.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -116458.921875 Penalty: 3367.330078
	Iteration 4F: 3 clusters Score -116458.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116609.460938 Penalty: 3367.330078
	Iteration 5F: 3 clusters Score -116609.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116752.101562 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -116752.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -116861.890625 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -116861.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116928.281250 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -116928.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116958.960938 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -116959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116988.812500 Penalty: 3367.330078
	Iteration 10Q: 3 clusters Score -116988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117006.914062 Penalty: 3367.330078
	Iteration 11Q: 3 clusters Score -117006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117013.320312 Penalty: 3367.330078
	Iteration 12Q: 3 clusters Score -117013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -117015.148438 Penalty: 3367.330078
	Iteration 13F: 3 clusters Score -117015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -117029.781250 Penalty: 3367.330078
	Iteration 14Q: 3 clusters Score -117029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -117041.687500 Penalty: 3367.330078
	Iteration 15Q: 3 clusters Score -117041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117051.296875 Penalty: 3367.330078
	Iteration 16Q: 3 clusters Score -117051.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -117056.507812 Penalty: 3367.330078
	Iteration 17Q: 3 clusters Score -117056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117057.328125 Penalty: 3367.330078
	Iteration 18Q: 3 clusters Score -117057.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -117057.328125 Penalty: 3367.330078
	Iteration 19F: 3 clusters Score -117057.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -13579.908203 Penalty: 1234.229980
	Iteration 0F: 2 clusters Score -13579.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12737.838867 Penalty: 2468.459961
	Iteration 0F: 3 clusters Score -12737.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12791.422852 Penalty: 2468.459961
	Iteration 1F: 3 clusters Score -12791.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12838.717773 Penalty: 2468.459961
	Iteration 2Q: 3 clusters Score -12838.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12887.814453 Penalty: 2468.459961
	Iteration 3Q: 3 clusters Score -12887.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12923.941406 Penalty: 2468.459961
	Iteration 4Q: 3 clusters Score -12923.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12923.941406 Penalty: 2468.459961
	Iteration 5F: 3 clusters Score -12923.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -889387.812500 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -889387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -884397.062500 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -884397.1 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -885537.875000 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -885537.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -885793.875000 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -885793.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -885971.937500 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -885971.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -886146.187500 Penalty: 4292.467773
	Iteration 4Q: 3 clusters Score -886146.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -886314.875000 Penalty: 4292.467773
	Iteration 5Q: 3 clusters Score -886314.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -886477.187500 Penalty: 4292.467773
	Iteration 6Q: 3 clusters Score -886477.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -886604.000000 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -886604 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -886700.437500 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -886700.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -886793.125000 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -886793.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -886883.687500 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -886883.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -886980.125000 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -886980.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -887056.500000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -887056.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -887115.750000 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -887115.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -887162.125000 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -887162.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -887207.625000 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -887207.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -887240.375000 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -887240.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -887273.875000 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -887273.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -887298.937500 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -887298.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -887321.750000 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -887321.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -887340.437500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -887340.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -887353.375000 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -887353.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -887362.125000 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -887362.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -887367.937500 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -887367.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -887373.375000 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -887373.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -887379.250000 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -887379.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -887388.375000 Penalty: 4292.467773
	Iteration 26Q: 3 clusters Score -887388.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -887398.937500 Penalty: 4292.467773
	Iteration 27Q: 3 clusters Score -887398.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -887410.625000 Penalty: 4292.467773
	Iteration 28Q: 3 clusters Score -887410.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -887423.500000 Penalty: 4292.467773
	Iteration 29Q: 3 clusters Score -887423.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -887431.750000 Penalty: 4292.467773
	Iteration 30Q: 3 clusters Score -887431.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -887440.812500 Penalty: 4292.467773
	Iteration 31Q: 3 clusters Score -887440.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -887448.750000 Penalty: 4292.467773
	Iteration 32Q: 3 clusters Score -887448.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -887453.625000 Penalty: 4292.467773
	Iteration 33Q: 3 clusters Score -887453.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -887458.500000 Penalty: 4292.467773
	Iteration 34Q: 3 clusters Score -887458.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -887461.937500 Penalty: 4292.467773
	Iteration 35Q: 3 clusters Score -887461.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -887462.500000 Penalty: 4292.467773
	Iteration 36Q: 3 clusters Score -887462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -887464.375000 Penalty: 4292.467773
	Iteration 37Q: 3 clusters Score -887464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -887465.375000 Penalty: 4292.467773
	Iteration 38Q: 3 clusters Score -887465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -887465.375000 Penalty: 4292.467773
	Iteration 39Q: 3 clusters Score -887465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -887465.375000 Penalty: 4292.467773
	Iteration 40F: 3 clusters Score -887465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -34556.246094 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -34556.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33290.769531 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -33290.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33441.585938 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -33441.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33483.085938 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -33483.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33505.914062 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -33505.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33575.164062 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -33575.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33625.312500 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -33625.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33708.097656 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -33708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33720.441406 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -33720.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33733.976562 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -33733.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33744.160156 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -33744.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33748.167969 Penalty: 2778.651123
	Iteration 10Q: 3 clusters Score -33748.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33748.167969 Penalty: 2778.651123
	Iteration 11F: 3 clusters Score -33748.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -203841.921875 Penalty: 1790.471313
	Iteration 0F: 2 clusters Score -203841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201589.843750 Penalty: 3580.942627
	Iteration 0F: 3 clusters Score -201589.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -201947.500000 Penalty: 3580.942627
	Iteration 1F: 3 clusters Score -201947.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202061.203125 Penalty: 3580.942627
	Iteration 2F: 3 clusters Score -202061.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -202119.234375 Penalty: 3580.942627
	Iteration 3Q: 3 clusters Score -202119.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -202151.578125 Penalty: 3580.942627
	Iteration 4Q: 3 clusters Score -202151.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -202170.703125 Penalty: 3580.942627
	Iteration 5Q: 3 clusters Score -202170.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -202181.125000 Penalty: 3580.942627
	Iteration 6Q: 3 clusters Score -202181.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -202192.921875 Penalty: 3580.942627
	Iteration 7Q: 3 clusters Score -202192.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -202201.046875 Penalty: 3580.942627
	Iteration 8Q: 3 clusters Score -202201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -202207.984375 Penalty: 3580.942627
	Iteration 9Q: 3 clusters Score -202208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -202209.796875 Penalty: 3580.942627
	Iteration 10Q: 3 clusters Score -202209.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -202212.890625 Penalty: 3580.942627
	Iteration 11Q: 3 clusters Score -202212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202215.562500 Penalty: 3580.942627
	Iteration 12Q: 3 clusters Score -202215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202218.546875 Penalty: 3580.942627
	Iteration 13Q: 3 clusters Score -202218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202221.671875 Penalty: 3580.942627
	Iteration 14Q: 3 clusters Score -202221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -202223.968750 Penalty: 3580.942627
	Iteration 15Q: 3 clusters Score -202224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202225.515625 Penalty: 3580.942627
	Iteration 16Q: 3 clusters Score -202225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -202228.187500 Penalty: 3580.942627
	Iteration 17Q: 3 clusters Score -202228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -202230.453125 Penalty: 3580.942627
	Iteration 18Q: 3 clusters Score -202230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -202231.625000 Penalty: 3580.942627
	Iteration 19Q: 3 clusters Score -202231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -202234.687500 Penalty: 3580.942627
	Iteration 20F: 3 clusters Score -202234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -202237.875000 Penalty: 3580.942627
	Iteration 21Q: 3 clusters Score -202237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -202241.312500 Penalty: 3580.942627
	Iteration 22Q: 3 clusters Score -202241.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -202246.312500 Penalty: 3580.942627
	Iteration 23Q: 3 clusters Score -202246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -202250.625000 Penalty: 3580.942627
	Iteration 24Q: 3 clusters Score -202250.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -202255.875000 Penalty: 3580.942627
	Iteration 25Q: 3 clusters Score -202255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -202258.406250 Penalty: 3580.942627
	Iteration 26Q: 3 clusters Score -202258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -202259.640625 Penalty: 3580.942627
	Iteration 27Q: 3 clusters Score -202259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -202260.156250 Penalty: 3580.942627
	Iteration 28Q: 3 clusters Score -202260.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -202260.156250 Penalty: 3580.942627
	Iteration 29F: 3 clusters Score -202260.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -288998.937500 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -288998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -286432.687500 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -286432.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -286881.781250 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -286881.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -287010.218750 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -287010.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -287069.937500 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -287069.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -287125.156250 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -287125.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -287153.218750 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -287153.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -287168.375000 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -287168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287177.093750 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -287177.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287184.000000 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -287184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287188.656250 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -287188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -287192.750000 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -287192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -287195.687500 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -287195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287197.875000 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -287197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -287198.312500 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -287198.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -287198.312500 Penalty: 3724.358398
	Iteration 14F: 3 clusters Score -287198.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -112075.242188 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -112075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110285.085938 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -110285.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110567.773438 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -110567.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110668.531250 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -110668.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110722.257812 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -110722.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110832.984375 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -110833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110866.828125 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -110866.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -110885.351562 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -110885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110900.351562 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -110900.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -110919.484375 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -110919.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -110956.148438 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -110956.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -110996.625000 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -110996.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111044.328125 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -111044.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111111.234375 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -111111.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111160.226562 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -111160.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111192.156250 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -111192.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111231.289062 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -111231.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111260.187500 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -111260.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111275.484375 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -111275.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111284.171875 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -111284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111289.500000 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -111289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111297.070312 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -111297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -111302.890625 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -111302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111303.765625 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -111303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111303.765625 Penalty: 3313.081299
	Iteration 23F: 3 clusters Score -111303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -100324.281250 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -100324.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -98618.578125 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -98618.58 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98976.773438 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -98976.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99205.914062 Penalty: 3342.710938
	Iteration 2F: 3 clusters Score -99205.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99459.726562 Penalty: 3342.710938
	Iteration 3F: 3 clusters Score -99459.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99666.023438 Penalty: 3342.710938
	Iteration 4F: 3 clusters Score -99666.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99818.382812 Penalty: 3342.710938
	Iteration 5Q: 3 clusters Score -99818.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99908.976562 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -99908.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99938.437500 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -99938.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -99946.093750 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -99946.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99948.968750 Penalty: 3342.710938
	Iteration 9Q: 3 clusters Score -99948.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99948.968750 Penalty: 3342.710938
	Iteration 10F: 3 clusters Score -99948.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -224215.687500 Penalty: 1805.099976
	Iteration 0F: 2 clusters Score -224215.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -221988.093750 Penalty: 3610.199951
	Iteration 0F: 3 clusters Score -221988.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -222347.468750 Penalty: 3610.199951
	Iteration 1F: 3 clusters Score -222347.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222456.750000 Penalty: 3610.199951
	Iteration 2F: 3 clusters Score -222456.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -222523.734375 Penalty: 3610.199951
	Iteration 3Q: 3 clusters Score -222523.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -222562.953125 Penalty: 3610.199951
	Iteration 4Q: 3 clusters Score -222563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -222579.281250 Penalty: 3610.199951
	Iteration 5Q: 3 clusters Score -222579.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -222589.875000 Penalty: 3610.199951
	Iteration 6Q: 3 clusters Score -222589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -222592.750000 Penalty: 3610.199951
	Iteration 7Q: 3 clusters Score -222592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -222594.609375 Penalty: 3610.199951
	Iteration 8Q: 3 clusters Score -222594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -222595.250000 Penalty: 3610.199951
	Iteration 9Q: 3 clusters Score -222595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -222596.843750 Penalty: 3610.199951
	Iteration 10Q: 3 clusters Score -222596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -222596.843750 Penalty: 3610.199951
	Iteration 11F: 3 clusters Score -222596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111497 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11206 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123052 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28805 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101496 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2399 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712416.000000 Penalty: 141235.390625
Iteration 279Q: 44 clusters Score -8.671242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111503 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 342 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11210 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123044 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28807 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101490 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24558 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 145 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712480.000000 Penalty: 141235.390625
Iteration 280F: 44 clusters Score -8.671248e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111497 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 341 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6954 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11214 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123047 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28810 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101487 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24558 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 845 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712584.000000 Penalty: 141235.390625
Iteration 281Q: 44 clusters Score -8.671258e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111492 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11224 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123046 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28810 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101485 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24558 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712664.000000 Penalty: 141235.390625
Iteration 282Q: 44 clusters Score -8.671266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111491 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123037 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28813 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101482 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24558 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7584 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712640.000000 Penalty: 141235.390625
Iteration 283Q: 44 clusters Score -8.671264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111492 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29383 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11242 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123029 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28817 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101476 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24558 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712608.000000 Penalty: 141235.390625
Iteration 284Q: 44 clusters Score -8.671261e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111488 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11259 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123020 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28817 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101473 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24558 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7584 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712624.000000 Penalty: 141235.390625
Iteration 285Q: 44 clusters Score -8.671262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111493 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123012 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28816 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101463 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24559 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712648.000000 Penalty: 141235.390625
Iteration 286Q: 44 clusters Score -8.671265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111491 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 123008 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28815 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101455 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24562 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7584 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712584.000000 Penalty: 141235.390625
Iteration 287Q: 44 clusters Score -8.671258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111494 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11298 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3829 members 
Mstep: Class 24 contains 122996 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28814 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101453 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24561 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712664.000000 Penalty: 141235.390625
Iteration 288Q: 44 clusters Score -8.671266e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111499 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29384 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11307 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122985 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28814 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101451 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24563 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7584 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5734 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1366 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712696.000000 Penalty: 141235.390625
Iteration 289Q: 44 clusters Score -8.67127e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111499 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11315 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122977 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28813 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101451 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24564 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5735 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1367 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712744.000000 Penalty: 141235.390625
Iteration 290Q: 44 clusters Score -8.671274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111505 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5636 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122967 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28814 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101445 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24562 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5736 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712752.000000 Penalty: 141235.390625
Iteration 291Q: 44 clusters Score -8.671275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111506 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 6953 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11327 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122968 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28818 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101434 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24562 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5737 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712744.000000 Penalty: 141235.390625
Iteration 292Q: 44 clusters Score -8.671274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111510 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122965 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28822 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101423 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24562 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7581 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5738 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712712.000000 Penalty: 141235.390625
Iteration 293Q: 44 clusters Score -8.671271e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111519 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8854 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122957 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28826 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101412 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24563 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 7581 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5739 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712720.000000 Penalty: 141235.390625
Iteration 294Q: 44 clusters Score -8.671272e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111525 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6951 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8853 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122952 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5032 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28828 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101404 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24563 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5741 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712696.000000 Penalty: 141235.390625
Iteration 295Q: 44 clusters Score -8.67127e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111529 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34903 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 10 contains 29388 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11354 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8852 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122943 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28830 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101401 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24563 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712712.000000 Penalty: 141235.390625
Iteration 296Q: 44 clusters Score -8.671271e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111521 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 5634 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29391 members 
Mstep: Class 11 contains 6948 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8851 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122935 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5035 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28835 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101403 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24563 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712728.000000 Penalty: 141235.390625
Iteration 297Q: 44 clusters Score -8.671273e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111528 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 29392 members 
Mstep: Class 11 contains 6948 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11355 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8850 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122926 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28839 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101404 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24563 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712704.000000 Penalty: 141235.390625
Iteration 298Q: 44 clusters Score -8.67127e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111526 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29391 members 
Mstep: Class 11 contains 6948 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11356 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122924 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28842 members 
Mstep: Class 29 contains 3934 members 
Mstep: Class 30 contains 101407 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24561 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7582 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712776.000000 Penalty: 141235.390625
Iteration 299Q: 44 clusters Score -8.671278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111534 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 340 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 29390 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11354 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122919 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28843 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101405 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24559 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 147 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712696.000000 Penalty: 141235.390625
Iteration 300F: 44 clusters Score -8.67127e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111529 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29389 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11355 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122922 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28843 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101405 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24560 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712704.000000 Penalty: 141235.390625
Iteration 301Q: 44 clusters Score -8.67127e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111522 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29388 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11358 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122922 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101407 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24559 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7583 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712768.000000 Penalty: 141235.390625
Iteration 302Q: 44 clusters Score -8.671277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111524 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29388 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122917 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28849 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101404 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24559 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7584 members 
Mstep: Class 35 contains 889 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712792.000000 Penalty: 141235.390625
Iteration 303Q: 44 clusters Score -8.671279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111522 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11360 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 682 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122911 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28849 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101409 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24561 members 
Mstep: Class 33 contains 2396 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712816.000000 Penalty: 141235.390625
Iteration 304Q: 44 clusters Score -8.671282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111523 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29387 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11361 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122912 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101408 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24560 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712776.000000 Penalty: 141235.390625
Iteration 305Q: 44 clusters Score -8.671278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111524 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34901 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29386 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11365 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122908 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101409 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24560 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712792.000000 Penalty: 141235.390625
Iteration 306Q: 44 clusters Score -8.671279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111528 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29385 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11365 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8376 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122903 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101412 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24561 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712776.000000 Penalty: 141235.390625
Iteration 307Q: 44 clusters Score -8.671278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111530 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29383 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11366 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122901 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101415 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24559 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712744.000000 Penalty: 141235.390625
Iteration 308Q: 44 clusters Score -8.671274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111531 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11368 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122900 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101414 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24558 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712752.000000 Penalty: 141235.390625
Iteration 309Q: 44 clusters Score -8.671275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111532 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11368 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122898 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101415 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712760.000000 Penalty: 141235.390625
Iteration 310Q: 44 clusters Score -8.671276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111530 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11367 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6053 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122898 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28849 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24557 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712768.000000 Penalty: 141235.390625
Iteration 311Q: 44 clusters Score -8.671277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111532 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11368 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122897 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101416 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712800.000000 Penalty: 141235.390625
Iteration 312Q: 44 clusters Score -8.67128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111530 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11370 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122897 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101416 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712784.000000 Penalty: 141235.390625
Iteration 313Q: 44 clusters Score -8.671278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111525 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122895 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101420 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712832.000000 Penalty: 141235.390625
Iteration 314Q: 44 clusters Score -8.671283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111526 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122894 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101421 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712840.000000 Penalty: 141235.390625
Iteration 315Q: 44 clusters Score -8.671284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111525 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122892 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101424 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24556 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712816.000000 Penalty: 141235.390625
Iteration 316Q: 44 clusters Score -8.671282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111527 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34898 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122888 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101426 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7585 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712784.000000 Penalty: 141235.390625
Iteration 317Q: 44 clusters Score -8.671278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111525 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122887 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101426 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712808.000000 Penalty: 141235.390625
Iteration 318Q: 44 clusters Score -8.671281e+07 nChanged 15
Entering ConstructFrom: 
Score: -86712808.000000 Penalty: 141235.390625
Entering ConstructFrom: 
Trying to split cluster 1 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -51753.296875 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -51753.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50478.523438 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -50478.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50832.003906 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -50832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51166.011719 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -51166.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51402.925781 Penalty: 3000.667969
	Iteration 3F: 3 clusters Score -51402.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51588.320312 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -51588.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51801.402344 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -51801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51955.761719 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -51955.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -52027.949219 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -52027.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52032.207031 Penalty: 3000.667969
	Iteration 8Q: 3 clusters Score -52032.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -52037.332031 Penalty: 3000.667969
	Iteration 9Q: 3 clusters Score -52037.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -52072.585938 Penalty: 3000.667969
	Iteration 10Q: 3 clusters Score -52072.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52086.378906 Penalty: 3000.667969
	Iteration 11Q: 3 clusters Score -52086.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52092.433594 Penalty: 3000.667969
	Iteration 12Q: 3 clusters Score -52092.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52092.433594 Penalty: 3000.667969
	Iteration 13F: 3 clusters Score -52092.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111523 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122884 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101430 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Mstep: Class 44 contains 236 members 
Entering Unmasked Estep 
Score: -86711336.000000 Penalty: 144519.937500
Splitting cluster 1 changes total score from -86712808.000000 to -86711336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -48853.609375 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -48853.61 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 174 members 
Entering Unmasked Estep 
Score: -47493.570312 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -47493.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47588.195312 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -47588.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47641.808594 Penalty: 2883.808838
	Iteration 2F: 3 clusters Score -47641.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47657.023438 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -47657.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47668.332031 Penalty: 2883.808838
	Iteration 4Q: 3 clusters Score -47668.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47672.273438 Penalty: 2883.808838
	Iteration 5Q: 3 clusters Score -47672.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47673.371094 Penalty: 2883.808838
	Iteration 6Q: 3 clusters Score -47673.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47675.660156 Penalty: 2883.808838
	Iteration 7Q: 3 clusters Score -47675.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47675.660156 Penalty: 2883.808838
	Iteration 8F: 3 clusters Score -47675.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -242392.546875 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -242392.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -239950.953125 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -239951 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -240368.921875 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -240368.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -240500.703125 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -240500.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -240574.234375 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -240574.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -240621.015625 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -240621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -240668.734375 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -240668.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -240718.156250 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -240718.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -240757.828125 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -240757.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -240795.937500 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -240795.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -240836.343750 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -240836.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -240877.171875 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -240877.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -240912.937500 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -240912.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -240938.187500 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -240938.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -240957.625000 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -240957.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -240980.328125 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -240980.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -241001.765625 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -241001.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -241021.875000 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -241021.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -241041.796875 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -241041.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -241063.640625 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -241063.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -241082.015625 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -241082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -241097.312500 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -241097.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -241112.031250 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -241112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -241124.921875 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -241124.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -241136.296875 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -241136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -241146.562500 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -241146.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -241152.578125 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -241152.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -241158.468750 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -241158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -241162.156250 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -241162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -241163.343750 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -241163.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -241165.640625 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -241165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -241168.656250 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -241168.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -241172.640625 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -241172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -241180.437500 Penalty: 3683.273193
	Iteration 32Q: 3 clusters Score -241180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -241185.015625 Penalty: 3683.273193
	Iteration 33Q: 3 clusters Score -241185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -241188.531250 Penalty: 3683.273193
	Iteration 34Q: 3 clusters Score -241188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -241190.328125 Penalty: 3683.273193
	Iteration 35Q: 3 clusters Score -241190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -241191.656250 Penalty: 3683.273193
	Iteration 36Q: 3 clusters Score -241191.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -241193.015625 Penalty: 3683.273193
	Iteration 37Q: 3 clusters Score -241193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -241194.578125 Penalty: 3683.273193
	Iteration 38Q: 3 clusters Score -241194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -241197.250000 Penalty: 3683.273193
	Iteration 39Q: 3 clusters Score -241197.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -241205.578125 Penalty: 3683.273193
	Iteration 40F: 3 clusters Score -241205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -241207.921875 Penalty: 3683.273193
	Iteration 41Q: 3 clusters Score -241207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -241211.609375 Penalty: 3683.273193
	Iteration 42Q: 3 clusters Score -241211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -241215.171875 Penalty: 3683.273193
	Iteration 43Q: 3 clusters Score -241215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -241218.953125 Penalty: 3683.273193
	Iteration 44Q: 3 clusters Score -241219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -241224.187500 Penalty: 3683.273193
	Iteration 45Q: 3 clusters Score -241224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -241230.468750 Penalty: 3683.273193
	Iteration 46Q: 3 clusters Score -241230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -241238.734375 Penalty: 3683.273193
	Iteration 47Q: 3 clusters Score -241238.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -241244.531250 Penalty: 3683.273193
	Iteration 48Q: 3 clusters Score -241244.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -241249.156250 Penalty: 3683.273193
	Iteration 49Q: 3 clusters Score -241249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -241257.156250 Penalty: 3683.273193
	Iteration 50Q: 3 clusters Score -241257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -241259.937500 Penalty: 3683.273193
	Iteration 51Q: 3 clusters Score -241259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -241261.156250 Penalty: 3683.273193
	Iteration 52Q: 3 clusters Score -241261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -241261.734375 Penalty: 3683.273193
	Iteration 53Q: 3 clusters Score -241261.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -241261.734375 Penalty: 3683.273193
	Iteration 54F: 3 clusters Score -241261.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Entering Unmasked Estep 
Score: -17594182.000000 Penalty: 2882.252686
	Iteration 0F: 2 clusters Score -1.759418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -17522672.000000 Penalty: 5764.505371
	Iteration 0F: 3 clusters Score -1.752267e+07 nChanged 52846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -17552914.000000 Penalty: 5764.505371
	Iteration 1F: 3 clusters Score -1.755291e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -17553874.000000 Penalty: 5764.505371
	Iteration 2Q: 3 clusters Score -1.755387e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -17555152.000000 Penalty: 5764.505371
	Iteration 3Q: 3 clusters Score -1.755515e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 63453 members 
Entering Unmasked Estep 
Score: -17556864.000000 Penalty: 5764.505371
	Iteration 4Q: 3 clusters Score -1.755686e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -17559372.000000 Penalty: 5764.505371
	Iteration 5Q: 3 clusters Score -1.755937e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -17563478.000000 Penalty: 5764.505371
	Iteration 6F: 3 clusters Score -1.756348e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 77971 members 
Entering Unmasked Estep 
Score: -17569140.000000 Penalty: 5764.505371
	Iteration 7F: 3 clusters Score -1.756914e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -17575700.000000 Penalty: 5764.505371
	Iteration 8F: 3 clusters Score -1.75757e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -17581470.000000 Penalty: 5764.505371
	Iteration 9F: 3 clusters Score -1.758147e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -17584894.000000 Penalty: 5764.505371
	Iteration 10Q: 3 clusters Score -1.758489e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -17586680.000000 Penalty: 5764.505371
	Iteration 11Q: 3 clusters Score -1.758668e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 94020 members 
Entering Unmasked Estep 
Score: -17587654.000000 Penalty: 5764.505371
	Iteration 12Q: 3 clusters Score -1.758765e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -17588568.000000 Penalty: 5764.505371
	Iteration 13Q: 3 clusters Score -1.758857e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -17589392.000000 Penalty: 5764.505371
	Iteration 14Q: 3 clusters Score -1.758939e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -17589990.000000 Penalty: 5764.505371
	Iteration 15Q: 3 clusters Score -1.758999e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -17590688.000000 Penalty: 5764.505371
	Iteration 16Q: 3 clusters Score -1.759069e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -17591168.000000 Penalty: 5764.505371
	Iteration 17Q: 3 clusters Score -1.759117e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -17591634.000000 Penalty: 5764.505371
	Iteration 18Q: 3 clusters Score -1.759163e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -17592052.000000 Penalty: 5764.505371
	Iteration 19Q: 3 clusters Score -1.759205e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -17592268.000000 Penalty: 5764.505371
	Iteration 20F: 3 clusters Score -1.759227e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 105334 members 
Entering Unmasked Estep 
Score: -17592170.000000 Penalty: 5764.505371
	Iteration 21Q: 3 clusters Score -1.759217e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -17592174.000000 Penalty: 5764.505371
	Iteration 22Q: 3 clusters Score -1.759217e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 107413 members 
Entering Unmasked Estep 
Score: -17592246.000000 Penalty: 5764.505371
	Iteration 23Q: 3 clusters Score -1.759225e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 108257 members 
Entering Unmasked Estep 
Score: -17592354.000000 Penalty: 5764.505371
	Iteration 24Q: 3 clusters Score -1.759235e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -17592300.000000 Penalty: 5764.505371
	Iteration 25Q: 3 clusters Score -1.75923e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 109399 members 
Entering Unmasked Estep 
Score: -17592208.000000 Penalty: 5764.505371
	Iteration 26Q: 3 clusters Score -1.759221e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -17592192.000000 Penalty: 5764.505371
	Iteration 27Q: 3 clusters Score -1.759219e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 110095 members 
Entering Unmasked Estep 
Score: -17592114.000000 Penalty: 5764.505371
	Iteration 28Q: 3 clusters Score -1.759211e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 110307 members 
Entering Unmasked Estep 
Score: -17592082.000000 Penalty: 5764.505371
	Iteration 29Q: 3 clusters Score -1.759208e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 110461 members 
Entering Unmasked Estep 
Score: -17592110.000000 Penalty: 5764.505371
	Iteration 30Q: 3 clusters Score -1.759211e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -17592078.000000 Penalty: 5764.505371
	Iteration 31Q: 3 clusters Score -1.759208e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 110647 members 
Entering Unmasked Estep 
Score: -17592084.000000 Penalty: 5764.505371
	Iteration 32Q: 3 clusters Score -1.759208e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 110717 members 
Entering Unmasked Estep 
Score: -17592106.000000 Penalty: 5764.505371
	Iteration 33Q: 3 clusters Score -1.759211e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -17592090.000000 Penalty: 5764.505371
	Iteration 34Q: 3 clusters Score -1.759209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -17592084.000000 Penalty: 5764.505371
	Iteration 35Q: 3 clusters Score -1.759208e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 110867 members 
Entering Unmasked Estep 
Score: -17592098.000000 Penalty: 5764.505371
	Iteration 36Q: 3 clusters Score -1.75921e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 110906 members 
Entering Unmasked Estep 
Score: -17592106.000000 Penalty: 5764.505371
	Iteration 37Q: 3 clusters Score -1.759211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 110936 members 
Entering Unmasked Estep 
Score: -17592086.000000 Penalty: 5764.505371
	Iteration 38Q: 3 clusters Score -1.759209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 110958 members 
Entering Unmasked Estep 
Score: -17592084.000000 Penalty: 5764.505371
	Iteration 39Q: 3 clusters Score -1.759208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 110969 members 
Entering Unmasked Estep 
Score: -17592088.000000 Penalty: 5764.505371
	Iteration 40F: 3 clusters Score -1.759209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 110977 members 
Entering Unmasked Estep 
Score: -17592084.000000 Penalty: 5764.505371
	Iteration 41Q: 3 clusters Score -1.759208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -17592078.000000 Penalty: 5764.505371
	Iteration 42Q: 3 clusters Score -1.759208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -17592082.000000 Penalty: 5764.505371
	Iteration 43Q: 3 clusters Score -1.759208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 110989 members 
Entering Unmasked Estep 
Score: -17592078.000000 Penalty: 5764.505371
	Iteration 44Q: 3 clusters Score -1.759208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -17592078.000000 Penalty: 5764.505371
	Iteration 45Q: 3 clusters Score -1.759208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -17592078.000000 Penalty: 5764.505371
	Iteration 46Q: 3 clusters Score -1.759208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 110997 members 
Entering Unmasked Estep 
Score: -17592092.000000 Penalty: 5764.505371
	Iteration 47Q: 3 clusters Score -1.759209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -17592072.000000 Penalty: 5764.505371
	Iteration 48Q: 3 clusters Score -1.759207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 111009 members 
Entering Unmasked Estep 
Score: -17592092.000000 Penalty: 5764.505371
	Iteration 49Q: 3 clusters Score -1.759209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 111011 members 
Entering Unmasked Estep 
Score: -17592096.000000 Penalty: 5764.505371
	Iteration 50Q: 3 clusters Score -1.75921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 111013 members 
Entering Unmasked Estep 
Score: -17592084.000000 Penalty: 5764.505371
	Iteration 51Q: 3 clusters Score -1.759208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -17592098.000000 Penalty: 5764.505371
	Iteration 52Q: 3 clusters Score -1.75921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 111014 members 
Entering Unmasked Estep 
Score: -17592098.000000 Penalty: 5764.505371
	Iteration 53F: 3 clusters Score -1.75921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -28154.291016 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -28154.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27193.115234 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -27193.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27299.798828 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -27299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27316.005859 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -27316.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27329.201172 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -27329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27336.871094 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -27336.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27340.804688 Penalty: 2684.176270
	Iteration 5Q: 3 clusters Score -27340.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27340.804688 Penalty: 2684.176270
	Iteration 6F: 3 clusters Score -27340.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Entering Unmasked Estep 
Score: -5405247.500000 Penalty: 2594.133057
	Iteration 0F: 2 clusters Score -5405248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5381647.000000 Penalty: 5188.266113
	Iteration 0F: 3 clusters Score -5381647 nChanged 15876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5390216.500000 Penalty: 5188.266113
	Iteration 1F: 3 clusters Score -5390216 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -5390627.500000 Penalty: 5188.266113
	Iteration 2Q: 3 clusters Score -5390628 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -5391026.500000 Penalty: 5188.266113
	Iteration 3Q: 3 clusters Score -5391026 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5391357.000000 Penalty: 5188.266113
	Iteration 4Q: 3 clusters Score -5391357 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5391672.000000 Penalty: 5188.266113
	Iteration 5Q: 3 clusters Score -5391672 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -5391944.000000 Penalty: 5188.266113
	Iteration 6Q: 3 clusters Score -5391944 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -5392206.500000 Penalty: 5188.266113
	Iteration 7Q: 3 clusters Score -5392206 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -5392537.500000 Penalty: 5188.266113
	Iteration 8Q: 3 clusters Score -5392538 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -5392862.000000 Penalty: 5188.266113
	Iteration 9Q: 3 clusters Score -5392862 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5393179.500000 Penalty: 5188.266113
	Iteration 10Q: 3 clusters Score -5393180 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5393486.000000 Penalty: 5188.266113
	Iteration 11Q: 3 clusters Score -5393486 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -5393737.000000 Penalty: 5188.266113
	Iteration 12Q: 3 clusters Score -5393737 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -5394002.000000 Penalty: 5188.266113
	Iteration 13Q: 3 clusters Score -5394002 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5394232.000000 Penalty: 5188.266113
	Iteration 14Q: 3 clusters Score -5394232 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5394436.500000 Penalty: 5188.266113
	Iteration 15Q: 3 clusters Score -5394436 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -5394594.000000 Penalty: 5188.266113
	Iteration 16Q: 3 clusters Score -5394594 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -5394758.500000 Penalty: 5188.266113
	Iteration 17Q: 3 clusters Score -5394758 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5394933.500000 Penalty: 5188.266113
	Iteration 18Q: 3 clusters Score -5394934 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -5395148.500000 Penalty: 5188.266113
	Iteration 19Q: 3 clusters Score -5395148 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5395321.000000 Penalty: 5188.266113
	Iteration 20F: 3 clusters Score -5395321 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5395580.000000 Penalty: 5188.266113
	Iteration 21Q: 3 clusters Score -5395580 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5395846.500000 Penalty: 5188.266113
	Iteration 22Q: 3 clusters Score -5395846 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5396248.000000 Penalty: 5188.266113
	Iteration 23Q: 3 clusters Score -5396248 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5396724.500000 Penalty: 5188.266113
	Iteration 24Q: 3 clusters Score -5396724 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -5397306.500000 Penalty: 5188.266113
	Iteration 25Q: 3 clusters Score -5397306 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5398034.000000 Penalty: 5188.266113
	Iteration 26Q: 3 clusters Score -5398034 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -5398724.500000 Penalty: 5188.266113
	Iteration 27Q: 3 clusters Score -5398724 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5399268.000000 Penalty: 5188.266113
	Iteration 28Q: 3 clusters Score -5399268 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -5399637.000000 Penalty: 5188.266113
	Iteration 29Q: 3 clusters Score -5399637 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -5399923.000000 Penalty: 5188.266113
	Iteration 30Q: 3 clusters Score -5399923 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -5400219.000000 Penalty: 5188.266113
	Iteration 31Q: 3 clusters Score -5400219 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5400484.000000 Penalty: 5188.266113
	Iteration 32Q: 3 clusters Score -5400484 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5400769.000000 Penalty: 5188.266113
	Iteration 33Q: 3 clusters Score -5400769 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -5401037.500000 Penalty: 5188.266113
	Iteration 34Q: 3 clusters Score -5401038 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -5401306.000000 Penalty: 5188.266113
	Iteration 35Q: 3 clusters Score -5401306 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -5401541.000000 Penalty: 5188.266113
	Iteration 36Q: 3 clusters Score -5401541 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -5401762.500000 Penalty: 5188.266113
	Iteration 37Q: 3 clusters Score -5401762 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -5401981.000000 Penalty: 5188.266113
	Iteration 38Q: 3 clusters Score -5401981 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -5402159.500000 Penalty: 5188.266113
	Iteration 39Q: 3 clusters Score -5402160 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5402302.000000 Penalty: 5188.266113
	Iteration 40F: 3 clusters Score -5402302 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -5402404.000000 Penalty: 5188.266113
	Iteration 41Q: 3 clusters Score -5402404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -5402500.000000 Penalty: 5188.266113
	Iteration 42Q: 3 clusters Score -5402500 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -5402573.500000 Penalty: 5188.266113
	Iteration 43Q: 3 clusters Score -5402574 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -5402655.500000 Penalty: 5188.266113
	Iteration 44Q: 3 clusters Score -5402656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5402686.000000 Penalty: 5188.266113
	Iteration 45Q: 3 clusters Score -5402686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5402725.500000 Penalty: 5188.266113
	Iteration 46Q: 3 clusters Score -5402726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -5402768.500000 Penalty: 5188.266113
	Iteration 47Q: 3 clusters Score -5402768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -5402775.500000 Penalty: 5188.266113
	Iteration 48Q: 3 clusters Score -5402776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -5402802.000000 Penalty: 5188.266113
	Iteration 49Q: 3 clusters Score -5402802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5402818.000000 Penalty: 5188.266113
	Iteration 50Q: 3 clusters Score -5402818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -5402843.500000 Penalty: 5188.266113
	Iteration 51Q: 3 clusters Score -5402844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5402861.500000 Penalty: 5188.266113
	Iteration 52Q: 3 clusters Score -5402862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -5402864.000000 Penalty: 5188.266113
	Iteration 53Q: 3 clusters Score -5402864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -5402859.500000 Penalty: 5188.266113
	Iteration 54Q: 3 clusters Score -5402860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -5402876.000000 Penalty: 5188.266113
	Iteration 55Q: 3 clusters Score -5402876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -5402879.500000 Penalty: 5188.266113
	Iteration 56Q: 3 clusters Score -5402880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5402878.500000 Penalty: 5188.266113
	Iteration 57Q: 3 clusters Score -5402878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -5402880.500000 Penalty: 5188.266113
	Iteration 58Q: 3 clusters Score -5402880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -5402875.000000 Penalty: 5188.266113
	Iteration 59Q: 3 clusters Score -5402875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -5402877.500000 Penalty: 5188.266113
	Iteration 60F: 3 clusters Score -5402878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -5402889.500000 Penalty: 5188.266113
	Iteration 61Q: 3 clusters Score -5402890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -5402884.000000 Penalty: 5188.266113
	Iteration 62Q: 3 clusters Score -5402884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5402883.500000 Penalty: 5188.266113
	Iteration 63Q: 3 clusters Score -5402884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -5402883.500000 Penalty: 5188.266113
	Iteration 64F: 3 clusters Score -5402884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -822342.437500 Penalty: 2141.914551
	Iteration 0F: 2 clusters Score -822342.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -817455.625000 Penalty: 4283.829102
	Iteration 0F: 3 clusters Score -817455.6 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -818763.750000 Penalty: 4283.829102
	Iteration 1F: 3 clusters Score -818763.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -819095.687500 Penalty: 4283.829102
	Iteration 2F: 3 clusters Score -819095.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -819422.125000 Penalty: 4283.829102
	Iteration 3F: 3 clusters Score -819422.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -819820.750000 Penalty: 4283.829102
	Iteration 4F: 3 clusters Score -819820.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -820259.312500 Penalty: 4283.829102
	Iteration 5F: 3 clusters Score -820259.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -820619.750000 Penalty: 4283.829102
	Iteration 6F: 3 clusters Score -820619.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -820888.687500 Penalty: 4283.829102
	Iteration 7F: 3 clusters Score -820888.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -821075.125000 Penalty: 4283.829102
	Iteration 8Q: 3 clusters Score -821075.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -821236.750000 Penalty: 4283.829102
	Iteration 9Q: 3 clusters Score -821236.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -821353.812500 Penalty: 4283.829102
	Iteration 10Q: 3 clusters Score -821353.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -821431.500000 Penalty: 4283.829102
	Iteration 11Q: 3 clusters Score -821431.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -821506.375000 Penalty: 4283.829102
	Iteration 12Q: 3 clusters Score -821506.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -821562.687500 Penalty: 4283.829102
	Iteration 13Q: 3 clusters Score -821562.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -821594.500000 Penalty: 4283.829102
	Iteration 14Q: 3 clusters Score -821594.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -821629.812500 Penalty: 4283.829102
	Iteration 15Q: 3 clusters Score -821629.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -821660.625000 Penalty: 4283.829102
	Iteration 16Q: 3 clusters Score -821660.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -821687.562500 Penalty: 4283.829102
	Iteration 17Q: 3 clusters Score -821687.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -821699.125000 Penalty: 4283.829102
	Iteration 18Q: 3 clusters Score -821699.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -821706.937500 Penalty: 4283.829102
	Iteration 19Q: 3 clusters Score -821706.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -821711.687500 Penalty: 4283.829102
	Iteration 20F: 3 clusters Score -821711.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -821716.375000 Penalty: 4283.829102
	Iteration 21Q: 3 clusters Score -821716.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -821718.187500 Penalty: 4283.829102
	Iteration 22Q: 3 clusters Score -821718.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -821721.312500 Penalty: 4283.829102
	Iteration 23Q: 3 clusters Score -821721.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -821721.125000 Penalty: 4283.829102
	Iteration 24Q: 3 clusters Score -821721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -821720.562500 Penalty: 4283.829102
	Iteration 25Q: 3 clusters Score -821720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -821720.812500 Penalty: 4283.829102
	Iteration 26Q: 3 clusters Score -821720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -821721.937500 Penalty: 4283.829102
	Iteration 27Q: 3 clusters Score -821721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -821721.937500 Penalty: 4283.829102
	Iteration 28F: 3 clusters Score -821721.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -30091.859375 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -30091.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29163.410156 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -29163.41 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29533.287109 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -29533.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29698.441406 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -29698.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29755.550781 Penalty: 2889.696045
	Iteration 3Q: 3 clusters Score -29755.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -29821.382812 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -29821.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29826.736328 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -29826.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29829.031250 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -29829.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29829.031250 Penalty: 2889.696045
	Iteration 7F: 3 clusters Score -29829.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -1291754.750000 Penalty: 2232.333984
	Iteration 0F: 2 clusters Score -1291755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1285239.875000 Penalty: 4464.667969
	Iteration 0F: 3 clusters Score -1285240 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1287020.875000 Penalty: 4464.667969
	Iteration 1F: 3 clusters Score -1287021 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1287304.375000 Penalty: 4464.667969
	Iteration 2F: 3 clusters Score -1287304 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1287542.375000 Penalty: 4464.667969
	Iteration 3F: 3 clusters Score -1287542 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1287801.125000 Penalty: 4464.667969
	Iteration 4Q: 3 clusters Score -1287801 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1288104.125000 Penalty: 4464.667969
	Iteration 5F: 3 clusters Score -1288104 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1288462.500000 Penalty: 4464.667969
	Iteration 6F: 3 clusters Score -1288462 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1288809.625000 Penalty: 4464.667969
	Iteration 7F: 3 clusters Score -1288810 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1289139.500000 Penalty: 4464.667969
	Iteration 8F: 3 clusters Score -1289140 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1289411.500000 Penalty: 4464.667969
	Iteration 9Q: 3 clusters Score -1289412 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1289664.500000 Penalty: 4464.667969
	Iteration 10Q: 3 clusters Score -1289664 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1289887.500000 Penalty: 4464.667969
	Iteration 11Q: 3 clusters Score -1289888 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1290017.875000 Penalty: 4464.667969
	Iteration 12Q: 3 clusters Score -1290018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1290105.000000 Penalty: 4464.667969
	Iteration 13Q: 3 clusters Score -1290105 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1290156.375000 Penalty: 4464.667969
	Iteration 14Q: 3 clusters Score -1290156 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1290189.375000 Penalty: 4464.667969
	Iteration 15Q: 3 clusters Score -1290189 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1290213.000000 Penalty: 4464.667969
	Iteration 16Q: 3 clusters Score -1290213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1290235.000000 Penalty: 4464.667969
	Iteration 17Q: 3 clusters Score -1290235 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1290252.625000 Penalty: 4464.667969
	Iteration 18Q: 3 clusters Score -1290253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1290271.375000 Penalty: 4464.667969
	Iteration 19Q: 3 clusters Score -1290271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1290276.500000 Penalty: 4464.667969
	Iteration 20F: 3 clusters Score -1290276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1290282.250000 Penalty: 4464.667969
	Iteration 21Q: 3 clusters Score -1290282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1290288.250000 Penalty: 4464.667969
	Iteration 22Q: 3 clusters Score -1290288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1290290.125000 Penalty: 4464.667969
	Iteration 23Q: 3 clusters Score -1290290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1290300.750000 Penalty: 4464.667969
	Iteration 24Q: 3 clusters Score -1290301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1290301.500000 Penalty: 4464.667969
	Iteration 25Q: 3 clusters Score -1290302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1290306.875000 Penalty: 4464.667969
	Iteration 26Q: 3 clusters Score -1290307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1290307.375000 Penalty: 4464.667969
	Iteration 27Q: 3 clusters Score -1290307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1290309.000000 Penalty: 4464.667969
	Iteration 28Q: 3 clusters Score -1290309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1290309.750000 Penalty: 4464.667969
	Iteration 29Q: 3 clusters Score -1290310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1290312.000000 Penalty: 4464.667969
	Iteration 30Q: 3 clusters Score -1290312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1290313.000000 Penalty: 4464.667969
	Iteration 31Q: 3 clusters Score -1290313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1290312.375000 Penalty: 4464.667969
	Iteration 32Q: 3 clusters Score -1290312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1290312.250000 Penalty: 4464.667969
	Iteration 33Q: 3 clusters Score -1290312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1290310.625000 Penalty: 4464.667969
	Iteration 34Q: 3 clusters Score -1290311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1290311.250000 Penalty: 4464.667969
	Iteration 35Q: 3 clusters Score -1290311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1290315.625000 Penalty: 4464.667969
	Iteration 36Q: 3 clusters Score -1290316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1290316.250000 Penalty: 4464.667969
	Iteration 37Q: 3 clusters Score -1290316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1290316.875000 Penalty: 4464.667969
	Iteration 38Q: 3 clusters Score -1290317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1290318.875000 Penalty: 4464.667969
	Iteration 39Q: 3 clusters Score -1290319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1290320.250000 Penalty: 4464.667969
	Iteration 40F: 3 clusters Score -1290320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1290322.250000 Penalty: 4464.667969
	Iteration 41Q: 3 clusters Score -1290322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1290325.625000 Penalty: 4464.667969
	Iteration 42Q: 3 clusters Score -1290326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1290327.875000 Penalty: 4464.667969
	Iteration 43Q: 3 clusters Score -1290328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1290330.750000 Penalty: 4464.667969
	Iteration 44Q: 3 clusters Score -1290331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1290331.625000 Penalty: 4464.667969
	Iteration 45Q: 3 clusters Score -1290332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1290336.250000 Penalty: 4464.667969
	Iteration 46Q: 3 clusters Score -1290336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1290336.375000 Penalty: 4464.667969
	Iteration 47Q: 3 clusters Score -1290336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1290339.375000 Penalty: 4464.667969
	Iteration 48Q: 3 clusters Score -1290339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1290339.000000 Penalty: 4464.667969
	Iteration 49Q: 3 clusters Score -1290339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1290339.000000 Penalty: 4464.667969
	Iteration 50Q: 3 clusters Score -1290339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1290338.875000 Penalty: 4464.667969
	Iteration 51Q: 3 clusters Score -1290339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1290338.875000 Penalty: 4464.667969
	Iteration 52Q: 3 clusters Score -1290339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1290337.625000 Penalty: 4464.667969
	Iteration 53Q: 3 clusters Score -1290338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1290337.625000 Penalty: 4464.667969
	Iteration 54F: 3 clusters Score -1290338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Entering Unmasked Estep 
Score: -4536174.000000 Penalty: 2551.458008
	Iteration 0F: 2 clusters Score -4536174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4516080.000000 Penalty: 5102.916016
	Iteration 0F: 3 clusters Score -4516080 nChanged 13168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4523076.500000 Penalty: 5102.916016
	Iteration 1F: 3 clusters Score -4523076 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4523479.000000 Penalty: 5102.916016
	Iteration 2Q: 3 clusters Score -4523479 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -4523918.500000 Penalty: 5102.916016
	Iteration 3Q: 3 clusters Score -4523918 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -4524363.000000 Penalty: 5102.916016
	Iteration 4Q: 3 clusters Score -4524363 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4524966.000000 Penalty: 5102.916016
	Iteration 5Q: 3 clusters Score -4524966 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4525796.000000 Penalty: 5102.916016
	Iteration 6F: 3 clusters Score -4525796 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -4527025.000000 Penalty: 5102.916016
	Iteration 7F: 3 clusters Score -4527025 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4528697.000000 Penalty: 5102.916016
	Iteration 8F: 3 clusters Score -4528697 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4530632.000000 Penalty: 5102.916016
	Iteration 9F: 3 clusters Score -4530632 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -4532228.000000 Penalty: 5102.916016
	Iteration 10F: 3 clusters Score -4532228 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -4533176.000000 Penalty: 5102.916016
	Iteration 11Q: 3 clusters Score -4533176 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4533572.000000 Penalty: 5102.916016
	Iteration 12Q: 3 clusters Score -4533572 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -4533768.500000 Penalty: 5102.916016
	Iteration 13Q: 3 clusters Score -4533768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -4533878.500000 Penalty: 5102.916016
	Iteration 14Q: 3 clusters Score -4533878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -4533916.000000 Penalty: 5102.916016
	Iteration 15Q: 3 clusters Score -4533916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4533942.500000 Penalty: 5102.916016
	Iteration 16Q: 3 clusters Score -4533942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -4533961.000000 Penalty: 5102.916016
	Iteration 17Q: 3 clusters Score -4533961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -4533968.000000 Penalty: 5102.916016
	Iteration 18Q: 3 clusters Score -4533968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4533977.000000 Penalty: 5102.916016
	Iteration 19Q: 3 clusters Score -4533977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4533981.000000 Penalty: 5102.916016
	Iteration 20F: 3 clusters Score -4533981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -4533981.000000 Penalty: 5102.916016
	Iteration 21Q: 3 clusters Score -4533981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4533988.000000 Penalty: 5102.916016
	Iteration 22Q: 3 clusters Score -4533988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -4533990.000000 Penalty: 5102.916016
	Iteration 23Q: 3 clusters Score -4533990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4533993.000000 Penalty: 5102.916016
	Iteration 24Q: 3 clusters Score -4533993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4533996.000000 Penalty: 5102.916016
	Iteration 25Q: 3 clusters Score -4533996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4534001.500000 Penalty: 5102.916016
	Iteration 26Q: 3 clusters Score -4534002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4534001.500000 Penalty: 5102.916016
	Iteration 27F: 3 clusters Score -4534002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Entering Unmasked Estep 
Score: -1097575.750000 Penalty: 2193.824219
	Iteration 0F: 2 clusters Score -1097576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1091874.125000 Penalty: 4387.648438
	Iteration 0F: 3 clusters Score -1091874 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1093403.125000 Penalty: 4387.648438
	Iteration 1F: 3 clusters Score -1093403 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1093634.000000 Penalty: 4387.648438
	Iteration 2F: 3 clusters Score -1093634 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1093782.875000 Penalty: 4387.648438
	Iteration 3Q: 3 clusters Score -1093783 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1093911.250000 Penalty: 4387.648438
	Iteration 4Q: 3 clusters Score -1093911 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1094055.625000 Penalty: 4387.648438
	Iteration 5Q: 3 clusters Score -1094056 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1094218.375000 Penalty: 4387.648438
	Iteration 6Q: 3 clusters Score -1094218 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1094399.625000 Penalty: 4387.648438
	Iteration 7Q: 3 clusters Score -1094400 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1094604.500000 Penalty: 4387.648438
	Iteration 8Q: 3 clusters Score -1094604 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1094824.250000 Penalty: 4387.648438
	Iteration 9Q: 3 clusters Score -1094824 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1095004.500000 Penalty: 4387.648438
	Iteration 10Q: 3 clusters Score -1095004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1095174.250000 Penalty: 4387.648438
	Iteration 11Q: 3 clusters Score -1095174 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1095332.125000 Penalty: 4387.648438
	Iteration 12Q: 3 clusters Score -1095332 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1095450.500000 Penalty: 4387.648438
	Iteration 13Q: 3 clusters Score -1095450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1095553.500000 Penalty: 4387.648438
	Iteration 14Q: 3 clusters Score -1095554 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1095615.250000 Penalty: 4387.648438
	Iteration 15Q: 3 clusters Score -1095615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1095658.625000 Penalty: 4387.648438
	Iteration 16Q: 3 clusters Score -1095659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1095690.750000 Penalty: 4387.648438
	Iteration 17Q: 3 clusters Score -1095691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1095731.125000 Penalty: 4387.648438
	Iteration 18Q: 3 clusters Score -1095731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1095759.250000 Penalty: 4387.648438
	Iteration 19Q: 3 clusters Score -1095759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1095780.625000 Penalty: 4387.648438
	Iteration 20F: 3 clusters Score -1095781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1095809.125000 Penalty: 4387.648438
	Iteration 21Q: 3 clusters Score -1095809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1095832.125000 Penalty: 4387.648438
	Iteration 22Q: 3 clusters Score -1095832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1095854.750000 Penalty: 4387.648438
	Iteration 23Q: 3 clusters Score -1095855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1095882.125000 Penalty: 4387.648438
	Iteration 24Q: 3 clusters Score -1095882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1095899.000000 Penalty: 4387.648438
	Iteration 25Q: 3 clusters Score -1095899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1095913.750000 Penalty: 4387.648438
	Iteration 26Q: 3 clusters Score -1095914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1095927.250000 Penalty: 4387.648438
	Iteration 27Q: 3 clusters Score -1095927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1095935.500000 Penalty: 4387.648438
	Iteration 28Q: 3 clusters Score -1095936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1095936.750000 Penalty: 4387.648438
	Iteration 29Q: 3 clusters Score -1095937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1095936.750000 Penalty: 4387.648438
	Iteration 30F: 3 clusters Score -1095937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -449285.875000 Penalty: 1973.900513
	Iteration 0F: 2 clusters Score -449285.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -446161.375000 Penalty: 3947.801025
	Iteration 0F: 3 clusters Score -446161.4 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -446769.062500 Penalty: 3947.801025
	Iteration 1F: 3 clusters Score -446769.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -446951.968750 Penalty: 3947.801025
	Iteration 2F: 3 clusters Score -446952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -447055.687500 Penalty: 3947.801025
	Iteration 3Q: 3 clusters Score -447055.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -447128.968750 Penalty: 3947.801025
	Iteration 4Q: 3 clusters Score -447129 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -447191.312500 Penalty: 3947.801025
	Iteration 5Q: 3 clusters Score -447191.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -447242.906250 Penalty: 3947.801025
	Iteration 6Q: 3 clusters Score -447242.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -447283.593750 Penalty: 3947.801025
	Iteration 7Q: 3 clusters Score -447283.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -447339.156250 Penalty: 3947.801025
	Iteration 8Q: 3 clusters Score -447339.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -447403.968750 Penalty: 3947.801025
	Iteration 9Q: 3 clusters Score -447404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -447464.156250 Penalty: 3947.801025
	Iteration 10Q: 3 clusters Score -447464.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -447509.093750 Penalty: 3947.801025
	Iteration 11Q: 3 clusters Score -447509.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -447546.750000 Penalty: 3947.801025
	Iteration 12Q: 3 clusters Score -447546.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -447582.500000 Penalty: 3947.801025
	Iteration 13Q: 3 clusters Score -447582.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -447610.093750 Penalty: 3947.801025
	Iteration 14Q: 3 clusters Score -447610.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -447638.500000 Penalty: 3947.801025
	Iteration 15Q: 3 clusters Score -447638.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -447666.437500 Penalty: 3947.801025
	Iteration 16Q: 3 clusters Score -447666.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -447691.750000 Penalty: 3947.801025
	Iteration 17Q: 3 clusters Score -447691.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -447719.656250 Penalty: 3947.801025
	Iteration 18Q: 3 clusters Score -447719.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -447755.031250 Penalty: 3947.801025
	Iteration 19Q: 3 clusters Score -447755 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -447805.125000 Penalty: 3947.801025
	Iteration 20F: 3 clusters Score -447805.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -447837.093750 Penalty: 3947.801025
	Iteration 21Q: 3 clusters Score -447837.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -447857.968750 Penalty: 3947.801025
	Iteration 22Q: 3 clusters Score -447858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -447874.718750 Penalty: 3947.801025
	Iteration 23Q: 3 clusters Score -447874.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -447887.000000 Penalty: 3947.801025
	Iteration 24Q: 3 clusters Score -447887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -447895.562500 Penalty: 3947.801025
	Iteration 25Q: 3 clusters Score -447895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -447901.625000 Penalty: 3947.801025
	Iteration 26Q: 3 clusters Score -447901.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -447905.937500 Penalty: 3947.801025
	Iteration 27Q: 3 clusters Score -447905.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -447906.500000 Penalty: 3947.801025
	Iteration 28Q: 3 clusters Score -447906.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -447909.437500 Penalty: 3947.801025
	Iteration 29Q: 3 clusters Score -447909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -447909.437500 Penalty: 3947.801025
	Iteration 30F: 3 clusters Score -447909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -197318.640625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -197318.6 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 660 members 
Entering Unmasked Estep 
Score: -195091.968750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -195092 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -195543.312500 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -195543.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -195792.484375 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -195792.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195951.234375 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -195951.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196055.734375 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -196055.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196125.781250 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -196125.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -196164.109375 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -196164.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -196195.968750 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -196196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196237.046875 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -196237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -196263.687500 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -196263.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -196284.484375 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -196284.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196295.953125 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -196296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196303.406250 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -196303.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -196306.187500 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -196306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196307.453125 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -196307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -196308.421875 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -196308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -196309.203125 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -196309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -196310.656250 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -196310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196311.750000 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -196311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196311.750000 Penalty: 3576.565918
	Iteration 19F: 3 clusters Score -196311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Entering Unmasked Estep 
Score: -1812129.125000 Penalty: 2316.093262
	Iteration 0F: 2 clusters Score -1812129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1803566.625000 Penalty: 4632.186523
	Iteration 0F: 3 clusters Score -1803567 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1805998.000000 Penalty: 4632.186523
	Iteration 1F: 3 clusters Score -1805998 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1806303.500000 Penalty: 4632.186523
	Iteration 2F: 3 clusters Score -1806304 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1806518.000000 Penalty: 4632.186523
	Iteration 3Q: 3 clusters Score -1806518 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1806687.750000 Penalty: 4632.186523
	Iteration 4Q: 3 clusters Score -1806688 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1806839.875000 Penalty: 4632.186523
	Iteration 5Q: 3 clusters Score -1806840 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1806997.125000 Penalty: 4632.186523
	Iteration 6Q: 3 clusters Score -1806997 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1807125.625000 Penalty: 4632.186523
	Iteration 7Q: 3 clusters Score -1807126 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1807244.500000 Penalty: 4632.186523
	Iteration 8Q: 3 clusters Score -1807244 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1807379.250000 Penalty: 4632.186523
	Iteration 9Q: 3 clusters Score -1807379 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1807526.750000 Penalty: 4632.186523
	Iteration 10Q: 3 clusters Score -1807527 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1807721.375000 Penalty: 4632.186523
	Iteration 11Q: 3 clusters Score -1807721 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1808003.000000 Penalty: 4632.186523
	Iteration 12Q: 3 clusters Score -1808003 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1808301.000000 Penalty: 4632.186523
	Iteration 13Q: 3 clusters Score -1808301 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1808587.000000 Penalty: 4632.186523
	Iteration 14Q: 3 clusters Score -1808587 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1808814.625000 Penalty: 4632.186523
	Iteration 15Q: 3 clusters Score -1808815 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1809016.125000 Penalty: 4632.186523
	Iteration 16Q: 3 clusters Score -1809016 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1809171.250000 Penalty: 4632.186523
	Iteration 17Q: 3 clusters Score -1809171 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1809310.125000 Penalty: 4632.186523
	Iteration 18Q: 3 clusters Score -1809310 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1809435.625000 Penalty: 4632.186523
	Iteration 19Q: 3 clusters Score -1809436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1809529.875000 Penalty: 4632.186523
	Iteration 20F: 3 clusters Score -1809530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1809608.500000 Penalty: 4632.186523
	Iteration 21Q: 3 clusters Score -1809608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1809684.375000 Penalty: 4632.186523
	Iteration 22Q: 3 clusters Score -1809684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1809748.875000 Penalty: 4632.186523
	Iteration 23Q: 3 clusters Score -1809749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1809792.750000 Penalty: 4632.186523
	Iteration 24Q: 3 clusters Score -1809793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1809832.375000 Penalty: 4632.186523
	Iteration 25Q: 3 clusters Score -1809832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1809867.125000 Penalty: 4632.186523
	Iteration 26Q: 3 clusters Score -1809867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1809890.875000 Penalty: 4632.186523
	Iteration 27Q: 3 clusters Score -1809891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1809911.375000 Penalty: 4632.186523
	Iteration 28Q: 3 clusters Score -1809911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1809927.625000 Penalty: 4632.186523
	Iteration 29Q: 3 clusters Score -1809928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1809941.625000 Penalty: 4632.186523
	Iteration 30Q: 3 clusters Score -1809942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1809964.250000 Penalty: 4632.186523
	Iteration 31Q: 3 clusters Score -1809964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1809974.875000 Penalty: 4632.186523
	Iteration 32Q: 3 clusters Score -1809975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1809988.750000 Penalty: 4632.186523
	Iteration 33Q: 3 clusters Score -1809989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1809999.250000 Penalty: 4632.186523
	Iteration 34Q: 3 clusters Score -1809999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1810010.500000 Penalty: 4632.186523
	Iteration 35Q: 3 clusters Score -1810010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1810021.750000 Penalty: 4632.186523
	Iteration 36Q: 3 clusters Score -1810022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1810033.750000 Penalty: 4632.186523
	Iteration 37Q: 3 clusters Score -1810034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1810041.000000 Penalty: 4632.186523
	Iteration 38Q: 3 clusters Score -1810041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1810050.375000 Penalty: 4632.186523
	Iteration 39Q: 3 clusters Score -1810050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1810060.750000 Penalty: 4632.186523
	Iteration 40F: 3 clusters Score -1810061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1810081.125000 Penalty: 4632.186523
	Iteration 41Q: 3 clusters Score -1810081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1810092.625000 Penalty: 4632.186523
	Iteration 42Q: 3 clusters Score -1810093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1810100.000000 Penalty: 4632.186523
	Iteration 43Q: 3 clusters Score -1810100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1810107.500000 Penalty: 4632.186523
	Iteration 44Q: 3 clusters Score -1810108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1810108.000000 Penalty: 4632.186523
	Iteration 45Q: 3 clusters Score -1810108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1810114.000000 Penalty: 4632.186523
	Iteration 46Q: 3 clusters Score -1810114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1810118.125000 Penalty: 4632.186523
	Iteration 47Q: 3 clusters Score -1810118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1810124.875000 Penalty: 4632.186523
	Iteration 48Q: 3 clusters Score -1810125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1810125.500000 Penalty: 4632.186523
	Iteration 49Q: 3 clusters Score -1810126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1810127.750000 Penalty: 4632.186523
	Iteration 50Q: 3 clusters Score -1810128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1810131.000000 Penalty: 4632.186523
	Iteration 51Q: 3 clusters Score -1810131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1810136.250000 Penalty: 4632.186523
	Iteration 52Q: 3 clusters Score -1810136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1810134.500000 Penalty: 4632.186523
	Iteration 53Q: 3 clusters Score -1810134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1810136.375000 Penalty: 4632.186523
	Iteration 54Q: 3 clusters Score -1810136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1810135.875000 Penalty: 4632.186523
	Iteration 55Q: 3 clusters Score -1810136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1810137.250000 Penalty: 4632.186523
	Iteration 56Q: 3 clusters Score -1810137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1810138.250000 Penalty: 4632.186523
	Iteration 57Q: 3 clusters Score -1810138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1810141.625000 Penalty: 4632.186523
	Iteration 58Q: 3 clusters Score -1810142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1810143.500000 Penalty: 4632.186523
	Iteration 59Q: 3 clusters Score -1810144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1810143.500000 Penalty: 4632.186523
	Iteration 60F: 3 clusters Score -1810144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -94829.906250 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -94829.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93153.304688 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -93153.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93373.304688 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -93373.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93457.210938 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -93457.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -93516.671875 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -93516.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93552.945312 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -93552.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93574.125000 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -93574.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93598.789062 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -93598.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93621.687500 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -93621.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93630.664062 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -93630.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93635.992188 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -93635.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93643.492188 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -93643.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -93654.960938 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -93654.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93670.007812 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -93670.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93690.914062 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -93690.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93706.054688 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -93706.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93714.468750 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -93714.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -93720.585938 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -93720.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -93722.632812 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -93722.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93724.445312 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -93724.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -93725.539062 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -93725.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93727.648438 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -93727.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93728.367188 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -93728.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93728.367188 Penalty: 3235.687012
	Iteration 22F: 3 clusters Score -93728.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -1050284.000000 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -1050284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1044680.500000 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -1044680 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1046281.125000 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -1046281 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1046562.000000 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -1046562 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1046770.437500 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -1046770 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1046980.500000 Penalty: 4372.350098
	Iteration 4Q: 3 clusters Score -1046980 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1047151.062500 Penalty: 4372.350098
	Iteration 5Q: 3 clusters Score -1047151 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1047321.500000 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -1047322 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1047471.187500 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -1047471 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1047604.625000 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -1047605 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1047739.125000 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -1047739 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1047884.937500 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -1047885 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1048010.437500 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -1048010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1048104.562500 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -1048105 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1048202.062500 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -1048202 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1048282.000000 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -1048282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1048353.750000 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -1048354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1048404.250000 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -1048404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1048441.312500 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -1048441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1048467.437500 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -1048467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1048494.125000 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -1048494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1048518.125000 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -1048518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1048541.812500 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -1048542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1048566.625000 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -1048567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1048580.750000 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -1048581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1048587.375000 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -1048587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1048592.625000 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -1048593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1048600.000000 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -1048600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1048605.500000 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -1048606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1048612.500000 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -1048612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1048621.250000 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -1048621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1048624.625000 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -1048625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1048630.875000 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -1048631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1048635.125000 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -1048635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1048638.375000 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -1048638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1048641.750000 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -1048642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1048650.000000 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -1048650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1048650.125000 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -1048650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1048655.625000 Penalty: 4372.350098
	Iteration 37Q: 3 clusters Score -1048656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1048659.375000 Penalty: 4372.350098
	Iteration 38Q: 3 clusters Score -1048659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1048663.125000 Penalty: 4372.350098
	Iteration 39Q: 3 clusters Score -1048663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1048666.375000 Penalty: 4372.350098
	Iteration 40F: 3 clusters Score -1048666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1048668.625000 Penalty: 4372.350098
	Iteration 41Q: 3 clusters Score -1048669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1048669.500000 Penalty: 4372.350098
	Iteration 42Q: 3 clusters Score -1048670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1048672.250000 Penalty: 4372.350098
	Iteration 43Q: 3 clusters Score -1048672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1048675.625000 Penalty: 4372.350098
	Iteration 44Q: 3 clusters Score -1048676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1048675.125000 Penalty: 4372.350098
	Iteration 45Q: 3 clusters Score -1048675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1048679.500000 Penalty: 4372.350098
	Iteration 46Q: 3 clusters Score -1048680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1048680.000000 Penalty: 4372.350098
	Iteration 47Q: 3 clusters Score -1048680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1048684.125000 Penalty: 4372.350098
	Iteration 48Q: 3 clusters Score -1048684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1048684.125000 Penalty: 4372.350098
	Iteration 49Q: 3 clusters Score -1048684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1048687.000000 Penalty: 4372.350098
	Iteration 50Q: 3 clusters Score -1048687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1048687.375000 Penalty: 4372.350098
	Iteration 51Q: 3 clusters Score -1048687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1048689.875000 Penalty: 4372.350098
	Iteration 52Q: 3 clusters Score -1048690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1048689.875000 Penalty: 4372.350098
	Iteration 53Q: 3 clusters Score -1048690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1048690.875000 Penalty: 4372.350098
	Iteration 54Q: 3 clusters Score -1048691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1048689.625000 Penalty: 4372.350098
	Iteration 55Q: 3 clusters Score -1048690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1048689.625000 Penalty: 4372.350098
	Iteration 56F: 3 clusters Score -1048690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -184930.281250 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -184930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -182825.734375 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -182825.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -183139.343750 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -183139.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183253.109375 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -183253.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -183346.750000 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -183346.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -183422.406250 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -183422.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -183488.640625 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -183488.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -183565.484375 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -183565.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -183643.406250 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -183643.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -183702.671875 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -183702.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -183777.234375 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -183777.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -183827.687500 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -183827.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -183862.515625 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -183862.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -183882.281250 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -183882.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -183910.828125 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -183910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -183923.484375 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -183923.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -183930.906250 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -183930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -183935.734375 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -183935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -183938.156250 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -183938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -183942.906250 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -183942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -183944.140625 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -183944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -183944.140625 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -183944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -901946.500000 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -901946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -896760.312500 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -896760.3 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -898090.625000 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -898090.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -898322.937500 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -898322.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -898464.875000 Penalty: 4319.403320
	Iteration 3Q: 3 clusters Score -898464.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -898561.187500 Penalty: 4319.403320
	Iteration 4Q: 3 clusters Score -898561.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -898635.937500 Penalty: 4319.403320
	Iteration 5Q: 3 clusters Score -898635.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -898702.625000 Penalty: 4319.403320
	Iteration 6Q: 3 clusters Score -898702.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -898757.437500 Penalty: 4319.403320
	Iteration 7Q: 3 clusters Score -898757.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -898802.500000 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -898802.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -898841.562500 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -898841.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -898884.875000 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -898884.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -898927.437500 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -898927.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -898979.062500 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -898979.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -899049.187500 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -899049.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -899155.562500 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -899155.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -899267.375000 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -899267.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -899415.000000 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -899415 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -899585.437500 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -899585.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -899742.000000 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -899742 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -899867.312500 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -899867.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -899997.500000 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -899997.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -900113.750000 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -900113.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -900206.125000 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -900206.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -900264.125000 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -900264.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -900314.500000 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -900314.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -900338.812500 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -900338.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -900368.812500 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -900368.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -900389.625000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -900389.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -900407.000000 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -900407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -900417.500000 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -900417.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -900426.687500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -900426.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -900430.000000 Penalty: 4319.403320
	Iteration 31Q: 3 clusters Score -900430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -900431.312500 Penalty: 4319.403320
	Iteration 32Q: 3 clusters Score -900431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -900431.312500 Penalty: 4319.403320
	Iteration 33F: 3 clusters Score -900431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62788.039062 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62788.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61351.414062 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61351.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61525.156250 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61525.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61571.250000 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61571.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61600.878906 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61600.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61607.648438 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61607.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61613.421875 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61613.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61613.421875 Penalty: 3060.126709
	Iteration 6F: 3 clusters Score -61613.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -1378987.750000 Penalty: 2253.838623
	Iteration 0F: 2 clusters Score -1378988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1371983.500000 Penalty: 4507.677246
	Iteration 0F: 3 clusters Score -1371984 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1374051.375000 Penalty: 4507.677246
	Iteration 1F: 3 clusters Score -1374051 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1374330.750000 Penalty: 4507.677246
	Iteration 2F: 3 clusters Score -1374331 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1374514.000000 Penalty: 4507.677246
	Iteration 3Q: 3 clusters Score -1374514 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1374645.375000 Penalty: 4507.677246
	Iteration 4Q: 3 clusters Score -1374645 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1374751.250000 Penalty: 4507.677246
	Iteration 5Q: 3 clusters Score -1374751 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1374864.000000 Penalty: 4507.677246
	Iteration 6Q: 3 clusters Score -1374864 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1374932.375000 Penalty: 4507.677246
	Iteration 7Q: 3 clusters Score -1374932 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1375006.875000 Penalty: 4507.677246
	Iteration 8Q: 3 clusters Score -1375007 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1375089.125000 Penalty: 4507.677246
	Iteration 9Q: 3 clusters Score -1375089 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1375172.750000 Penalty: 4507.677246
	Iteration 10Q: 3 clusters Score -1375173 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1375260.875000 Penalty: 4507.677246
	Iteration 11Q: 3 clusters Score -1375261 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1375351.625000 Penalty: 4507.677246
	Iteration 12Q: 3 clusters Score -1375352 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1375455.000000 Penalty: 4507.677246
	Iteration 13Q: 3 clusters Score -1375455 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1375553.500000 Penalty: 4507.677246
	Iteration 14Q: 3 clusters Score -1375554 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1375667.125000 Penalty: 4507.677246
	Iteration 15Q: 3 clusters Score -1375667 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1375758.625000 Penalty: 4507.677246
	Iteration 16Q: 3 clusters Score -1375759 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1375868.500000 Penalty: 4507.677246
	Iteration 17Q: 3 clusters Score -1375868 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1375982.500000 Penalty: 4507.677246
	Iteration 18Q: 3 clusters Score -1375982 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1376076.250000 Penalty: 4507.677246
	Iteration 19Q: 3 clusters Score -1376076 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1376171.875000 Penalty: 4507.677246
	Iteration 20F: 3 clusters Score -1376172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1376255.000000 Penalty: 4507.677246
	Iteration 21Q: 3 clusters Score -1376255 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1376332.625000 Penalty: 4507.677246
	Iteration 22Q: 3 clusters Score -1376333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1376398.375000 Penalty: 4507.677246
	Iteration 23Q: 3 clusters Score -1376398 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1376453.375000 Penalty: 4507.677246
	Iteration 24Q: 3 clusters Score -1376453 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1376515.750000 Penalty: 4507.677246
	Iteration 25Q: 3 clusters Score -1376516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1376579.000000 Penalty: 4507.677246
	Iteration 26Q: 3 clusters Score -1376579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1376633.750000 Penalty: 4507.677246
	Iteration 27Q: 3 clusters Score -1376634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1376687.625000 Penalty: 4507.677246
	Iteration 28Q: 3 clusters Score -1376688 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1376730.875000 Penalty: 4507.677246
	Iteration 29Q: 3 clusters Score -1376731 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1376750.625000 Penalty: 4507.677246
	Iteration 30Q: 3 clusters Score -1376751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1376769.625000 Penalty: 4507.677246
	Iteration 31Q: 3 clusters Score -1376770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1376789.500000 Penalty: 4507.677246
	Iteration 32Q: 3 clusters Score -1376790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1376796.500000 Penalty: 4507.677246
	Iteration 33Q: 3 clusters Score -1376796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1376818.875000 Penalty: 4507.677246
	Iteration 34Q: 3 clusters Score -1376819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1376834.750000 Penalty: 4507.677246
	Iteration 35Q: 3 clusters Score -1376835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1376852.625000 Penalty: 4507.677246
	Iteration 36Q: 3 clusters Score -1376853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1376873.875000 Penalty: 4507.677246
	Iteration 37Q: 3 clusters Score -1376874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1376893.875000 Penalty: 4507.677246
	Iteration 38Q: 3 clusters Score -1376894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1376913.375000 Penalty: 4507.677246
	Iteration 39Q: 3 clusters Score -1376913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1376930.125000 Penalty: 4507.677246
	Iteration 40F: 3 clusters Score -1376930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1376945.125000 Penalty: 4507.677246
	Iteration 41Q: 3 clusters Score -1376945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1376960.375000 Penalty: 4507.677246
	Iteration 42Q: 3 clusters Score -1376960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1376971.875000 Penalty: 4507.677246
	Iteration 43Q: 3 clusters Score -1376972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1376983.750000 Penalty: 4507.677246
	Iteration 44Q: 3 clusters Score -1376984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1376994.000000 Penalty: 4507.677246
	Iteration 45Q: 3 clusters Score -1376994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1377000.000000 Penalty: 4507.677246
	Iteration 46Q: 3 clusters Score -1377000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1377005.625000 Penalty: 4507.677246
	Iteration 47Q: 3 clusters Score -1377006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1377004.875000 Penalty: 4507.677246
	Iteration 48Q: 3 clusters Score -1377005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1377005.625000 Penalty: 4507.677246
	Iteration 49Q: 3 clusters Score -1377006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1377010.875000 Penalty: 4507.677246
	Iteration 50Q: 3 clusters Score -1377011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1377011.750000 Penalty: 4507.677246
	Iteration 51Q: 3 clusters Score -1377012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1377013.875000 Penalty: 4507.677246
	Iteration 52Q: 3 clusters Score -1377014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1377017.750000 Penalty: 4507.677246
	Iteration 53Q: 3 clusters Score -1377018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1377020.125000 Penalty: 4507.677246
	Iteration 54Q: 3 clusters Score -1377020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1377021.250000 Penalty: 4507.677246
	Iteration 55Q: 3 clusters Score -1377021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1377020.625000 Penalty: 4507.677246
	Iteration 56Q: 3 clusters Score -1377021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1377020.625000 Penalty: 4507.677246
	Iteration 57F: 3 clusters Score -1377021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Entering Unmasked Estep 
Score: -1257895.375000 Penalty: 2240.244873
	Iteration 0F: 2 clusters Score -1257895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1251320.250000 Penalty: 4480.489746
	Iteration 0F: 3 clusters Score -1251320 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1253230.375000 Penalty: 4480.489746
	Iteration 1F: 3 clusters Score -1253230 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1253545.500000 Penalty: 4480.489746
	Iteration 2F: 3 clusters Score -1253546 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1253780.250000 Penalty: 4480.489746
	Iteration 3F: 3 clusters Score -1253780 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1253978.000000 Penalty: 4480.489746
	Iteration 4Q: 3 clusters Score -1253978 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1254145.000000 Penalty: 4480.489746
	Iteration 5Q: 3 clusters Score -1254145 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1254308.750000 Penalty: 4480.489746
	Iteration 6Q: 3 clusters Score -1254309 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1254457.000000 Penalty: 4480.489746
	Iteration 7Q: 3 clusters Score -1254457 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1254618.000000 Penalty: 4480.489746
	Iteration 8Q: 3 clusters Score -1254618 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1254819.875000 Penalty: 4480.489746
	Iteration 9Q: 3 clusters Score -1254820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1255031.000000 Penalty: 4480.489746
	Iteration 10Q: 3 clusters Score -1255031 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1255257.125000 Penalty: 4480.489746
	Iteration 11Q: 3 clusters Score -1255257 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1255502.500000 Penalty: 4480.489746
	Iteration 12Q: 3 clusters Score -1255502 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1255685.250000 Penalty: 4480.489746
	Iteration 13Q: 3 clusters Score -1255685 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1255801.625000 Penalty: 4480.489746
	Iteration 14Q: 3 clusters Score -1255802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1255900.625000 Penalty: 4480.489746
	Iteration 15Q: 3 clusters Score -1255901 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1255980.000000 Penalty: 4480.489746
	Iteration 16Q: 3 clusters Score -1255980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1256029.125000 Penalty: 4480.489746
	Iteration 17Q: 3 clusters Score -1256029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1256064.000000 Penalty: 4480.489746
	Iteration 18Q: 3 clusters Score -1256064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1256091.875000 Penalty: 4480.489746
	Iteration 19Q: 3 clusters Score -1256092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1256117.250000 Penalty: 4480.489746
	Iteration 20F: 3 clusters Score -1256117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1256141.750000 Penalty: 4480.489746
	Iteration 21Q: 3 clusters Score -1256142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1256160.625000 Penalty: 4480.489746
	Iteration 22Q: 3 clusters Score -1256161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1256178.875000 Penalty: 4480.489746
	Iteration 23Q: 3 clusters Score -1256179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1256200.750000 Penalty: 4480.489746
	Iteration 24Q: 3 clusters Score -1256201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1256212.625000 Penalty: 4480.489746
	Iteration 25Q: 3 clusters Score -1256213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1256223.000000 Penalty: 4480.489746
	Iteration 26Q: 3 clusters Score -1256223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1256228.250000 Penalty: 4480.489746
	Iteration 27Q: 3 clusters Score -1256228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1256228.625000 Penalty: 4480.489746
	Iteration 28Q: 3 clusters Score -1256229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1256229.875000 Penalty: 4480.489746
	Iteration 29Q: 3 clusters Score -1256230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1256232.500000 Penalty: 4480.489746
	Iteration 30Q: 3 clusters Score -1256232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1256232.875000 Penalty: 4480.489746
	Iteration 31Q: 3 clusters Score -1256233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1256232.875000 Penalty: 4480.489746
	Iteration 32F: 3 clusters Score -1256233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -92619.492188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -92619.49 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 341 members 
Entering Unmasked Estep 
Score: -90982.414062 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -90982.41 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91318.875000 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -91318.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91495.960938 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -91495.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91595.054688 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -91595.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91640.148438 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -91640.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91668.539062 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -91668.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -91689.195312 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -91689.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -91704.320312 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -91704.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91721.937500 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -91721.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91738.000000 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -91738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -91744.656250 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -91744.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -91758.640625 Penalty: 3237.141602
	Iteration 11Q: 3 clusters Score -91758.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -91763.492188 Penalty: 3237.141602
	Iteration 12Q: 3 clusters Score -91763.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91765.359375 Penalty: 3237.141602
	Iteration 13Q: 3 clusters Score -91765.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91765.359375 Penalty: 3237.141602
	Iteration 14F: 3 clusters Score -91765.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -594890.250000 Penalty: 2046.024170
	Iteration 0F: 2 clusters Score -594890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -591100.437500 Penalty: 4092.048340
	Iteration 0F: 3 clusters Score -591100.4 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -591883.562500 Penalty: 4092.048340
	Iteration 1F: 3 clusters Score -591883.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -592048.562500 Penalty: 4092.048340
	Iteration 2F: 3 clusters Score -592048.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -592150.500000 Penalty: 4092.048340
	Iteration 3Q: 3 clusters Score -592150.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -592221.125000 Penalty: 4092.048340
	Iteration 4Q: 3 clusters Score -592221.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -592271.937500 Penalty: 4092.048340
	Iteration 5Q: 3 clusters Score -592271.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -592314.687500 Penalty: 4092.048340
	Iteration 6Q: 3 clusters Score -592314.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -592344.250000 Penalty: 4092.048340
	Iteration 7Q: 3 clusters Score -592344.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -592365.687500 Penalty: 4092.048340
	Iteration 8Q: 3 clusters Score -592365.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -592380.562500 Penalty: 4092.048340
	Iteration 9Q: 3 clusters Score -592380.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -592398.750000 Penalty: 4092.048340
	Iteration 10Q: 3 clusters Score -592398.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -592410.312500 Penalty: 4092.048340
	Iteration 11Q: 3 clusters Score -592410.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -592418.312500 Penalty: 4092.048340
	Iteration 12Q: 3 clusters Score -592418.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -592423.125000 Penalty: 4092.048340
	Iteration 13Q: 3 clusters Score -592423.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -592432.250000 Penalty: 4092.048340
	Iteration 14Q: 3 clusters Score -592432.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -592440.875000 Penalty: 4092.048340
	Iteration 15Q: 3 clusters Score -592440.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -592451.812500 Penalty: 4092.048340
	Iteration 16Q: 3 clusters Score -592451.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -592469.562500 Penalty: 4092.048340
	Iteration 17Q: 3 clusters Score -592469.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -592495.125000 Penalty: 4092.048340
	Iteration 18Q: 3 clusters Score -592495.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -592519.687500 Penalty: 4092.048340
	Iteration 19Q: 3 clusters Score -592519.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -592543.312500 Penalty: 4092.048340
	Iteration 20F: 3 clusters Score -592543.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -592570.062500 Penalty: 4092.048340
	Iteration 21Q: 3 clusters Score -592570.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -592588.750000 Penalty: 4092.048340
	Iteration 22Q: 3 clusters Score -592588.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -592603.562500 Penalty: 4092.048340
	Iteration 23Q: 3 clusters Score -592603.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -592616.625000 Penalty: 4092.048340
	Iteration 24Q: 3 clusters Score -592616.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -592627.812500 Penalty: 4092.048340
	Iteration 25Q: 3 clusters Score -592627.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -592640.187500 Penalty: 4092.048340
	Iteration 26Q: 3 clusters Score -592640.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -592652.125000 Penalty: 4092.048340
	Iteration 27Q: 3 clusters Score -592652.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -592665.687500 Penalty: 4092.048340
	Iteration 28Q: 3 clusters Score -592665.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -592680.687500 Penalty: 4092.048340
	Iteration 29Q: 3 clusters Score -592680.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -592692.375000 Penalty: 4092.048340
	Iteration 30Q: 3 clusters Score -592692.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -592701.875000 Penalty: 4092.048340
	Iteration 31Q: 3 clusters Score -592701.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -592708.750000 Penalty: 4092.048340
	Iteration 32Q: 3 clusters Score -592708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -592713.062500 Penalty: 4092.048340
	Iteration 33Q: 3 clusters Score -592713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -592719.687500 Penalty: 4092.048340
	Iteration 34Q: 3 clusters Score -592719.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -592725.500000 Penalty: 4092.048340
	Iteration 35Q: 3 clusters Score -592725.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -592732.000000 Penalty: 4092.048340
	Iteration 36Q: 3 clusters Score -592732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -592738.062500 Penalty: 4092.048340
	Iteration 37Q: 3 clusters Score -592738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -592744.125000 Penalty: 4092.048340
	Iteration 38Q: 3 clusters Score -592744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -592749.812500 Penalty: 4092.048340
	Iteration 39Q: 3 clusters Score -592749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -592754.562500 Penalty: 4092.048340
	Iteration 40F: 3 clusters Score -592754.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -592759.312500 Penalty: 4092.048340
	Iteration 41Q: 3 clusters Score -592759.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -592764.375000 Penalty: 4092.048340
	Iteration 42Q: 3 clusters Score -592764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -592767.000000 Penalty: 4092.048340
	Iteration 43Q: 3 clusters Score -592767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -592769.937500 Penalty: 4092.048340
	Iteration 44Q: 3 clusters Score -592769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -592771.812500 Penalty: 4092.048340
	Iteration 45Q: 3 clusters Score -592771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -592771.187500 Penalty: 4092.048340
	Iteration 46Q: 3 clusters Score -592771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -592772.625000 Penalty: 4092.048340
	Iteration 47Q: 3 clusters Score -592772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -592773.062500 Penalty: 4092.048340
	Iteration 48Q: 3 clusters Score -592773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -592773.625000 Penalty: 4092.048340
	Iteration 49Q: 3 clusters Score -592773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -592775.687500 Penalty: 4092.048340
	Iteration 50Q: 3 clusters Score -592775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -592776.750000 Penalty: 4092.048340
	Iteration 51Q: 3 clusters Score -592776.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -592778.625000 Penalty: 4092.048340
	Iteration 52Q: 3 clusters Score -592778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -592779.375000 Penalty: 4092.048340
	Iteration 53Q: 3 clusters Score -592779.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -592781.812500 Penalty: 4092.048340
	Iteration 54Q: 3 clusters Score -592781.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -592783.812500 Penalty: 4092.048340
	Iteration 55Q: 3 clusters Score -592783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -592785.687500 Penalty: 4092.048340
	Iteration 56Q: 3 clusters Score -592785.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -592789.687500 Penalty: 4092.048340
	Iteration 57Q: 3 clusters Score -592789.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -592793.437500 Penalty: 4092.048340
	Iteration 58Q: 3 clusters Score -592793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -592794.875000 Penalty: 4092.048340
	Iteration 59Q: 3 clusters Score -592794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -592795.375000 Penalty: 4092.048340
	Iteration 60F: 3 clusters Score -592795.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -592796.937500 Penalty: 4092.048340
	Iteration 61Q: 3 clusters Score -592796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -592798.500000 Penalty: 4092.048340
	Iteration 62Q: 3 clusters Score -592798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -592799.875000 Penalty: 4092.048340
	Iteration 63Q: 3 clusters Score -592799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -592801.937500 Penalty: 4092.048340
	Iteration 64Q: 3 clusters Score -592801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -592802.250000 Penalty: 4092.048340
	Iteration 65Q: 3 clusters Score -592802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -592805.312500 Penalty: 4092.048340
	Iteration 66Q: 3 clusters Score -592805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -592807.062500 Penalty: 4092.048340
	Iteration 67Q: 3 clusters Score -592807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -592809.312500 Penalty: 4092.048340
	Iteration 68Q: 3 clusters Score -592809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -592812.625000 Penalty: 4092.048340
	Iteration 69Q: 3 clusters Score -592812.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -592814.750000 Penalty: 4092.048340
	Iteration 70Q: 3 clusters Score -592814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -592816.875000 Penalty: 4092.048340
	Iteration 71Q: 3 clusters Score -592816.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -592821.250000 Penalty: 4092.048340
	Iteration 72Q: 3 clusters Score -592821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -592824.312500 Penalty: 4092.048340
	Iteration 73Q: 3 clusters Score -592824.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -592827.312500 Penalty: 4092.048340
	Iteration 74Q: 3 clusters Score -592827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -592829.312500 Penalty: 4092.048340
	Iteration 75Q: 3 clusters Score -592829.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -592834.312500 Penalty: 4092.048340
	Iteration 76Q: 3 clusters Score -592834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -592834.937500 Penalty: 4092.048340
	Iteration 77Q: 3 clusters Score -592834.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -592834.937500 Penalty: 4092.048340
	Iteration 78F: 3 clusters Score -592834.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (122884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Entering Unmasked Estep 
Score: -19318604.000000 Penalty: 2906.311035
	Iteration 0F: 2 clusters Score -1.93186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -19239650.000000 Penalty: 5812.622070
	Iteration 0F: 3 clusters Score -1.923965e+07 nChanged 58485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -19273334.000000 Penalty: 5812.622070
	Iteration 1F: 3 clusters Score -1.927333e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -19274088.000000 Penalty: 5812.622070
	Iteration 2Q: 3 clusters Score -1.927409e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -19274634.000000 Penalty: 5812.622070
	Iteration 3Q: 3 clusters Score -1.927463e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 61630 members 
Entering Unmasked Estep 
Score: -19275280.000000 Penalty: 5812.622070
	Iteration 4Q: 3 clusters Score -1.927528e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -19276244.000000 Penalty: 5812.622070
	Iteration 5Q: 3 clusters Score -1.927624e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -19278032.000000 Penalty: 5812.622070
	Iteration 6Q: 3 clusters Score -1.927803e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 63708 members 
Entering Unmasked Estep 
Score: -19280746.000000 Penalty: 5812.622070
	Iteration 7Q: 3 clusters Score -1.928075e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 65208 members 
Entering Unmasked Estep 
Score: -19284968.000000 Penalty: 5812.622070
	Iteration 8F: 3 clusters Score -1.928497e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -19291308.000000 Penalty: 5812.622070
	Iteration 9F: 3 clusters Score -1.929131e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -19298360.000000 Penalty: 5812.622070
	Iteration 10F: 3 clusters Score -1.929836e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -19302880.000000 Penalty: 5812.622070
	Iteration 11F: 3 clusters Score -1.930288e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -19304758.000000 Penalty: 5812.622070
	Iteration 12Q: 3 clusters Score -1.930476e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 73363 members 
Entering Unmasked Estep 
Score: -19305834.000000 Penalty: 5812.622070
	Iteration 13Q: 3 clusters Score -1.930583e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -19306820.000000 Penalty: 5812.622070
	Iteration 14Q: 3 clusters Score -1.930682e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -19307764.000000 Penalty: 5812.622070
	Iteration 15Q: 3 clusters Score -1.930776e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -19308742.000000 Penalty: 5812.622070
	Iteration 16Q: 3 clusters Score -1.930874e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -19309596.000000 Penalty: 5812.622070
	Iteration 17Q: 3 clusters Score -1.93096e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -19310458.000000 Penalty: 5812.622070
	Iteration 18Q: 3 clusters Score -1.931046e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -19311110.000000 Penalty: 5812.622070
	Iteration 19Q: 3 clusters Score -1.931111e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -19311538.000000 Penalty: 5812.622070
	Iteration 20F: 3 clusters Score -1.931154e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 81056 members 
Entering Unmasked Estep 
Score: -19311968.000000 Penalty: 5812.622070
	Iteration 21Q: 3 clusters Score -1.931197e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -19312228.000000 Penalty: 5812.622070
	Iteration 22Q: 3 clusters Score -1.931223e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -19312434.000000 Penalty: 5812.622070
	Iteration 23Q: 3 clusters Score -1.931243e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 82536 members 
Entering Unmasked Estep 
Score: -19312538.000000 Penalty: 5812.622070
	Iteration 24Q: 3 clusters Score -1.931254e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
Score: -19312640.000000 Penalty: 5812.622070
	Iteration 25Q: 3 clusters Score -1.931264e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -19312696.000000 Penalty: 5812.622070
	Iteration 26Q: 3 clusters Score -1.93127e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -19312796.000000 Penalty: 5812.622070
	Iteration 27Q: 3 clusters Score -1.93128e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -19312872.000000 Penalty: 5812.622070
	Iteration 28Q: 3 clusters Score -1.931287e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 84515 members 
Entering Unmasked Estep 
Score: -19312946.000000 Penalty: 5812.622070
	Iteration 29Q: 3 clusters Score -1.931295e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 84879 members 
Entering Unmasked Estep 
Score: -19313002.000000 Penalty: 5812.622070
	Iteration 30Q: 3 clusters Score -1.9313e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 85220 members 
Entering Unmasked Estep 
Score: -19313026.000000 Penalty: 5812.622070
	Iteration 31Q: 3 clusters Score -1.931303e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -19313108.000000 Penalty: 5812.622070
	Iteration 32Q: 3 clusters Score -1.931311e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 85744 members 
Entering Unmasked Estep 
Score: -19313098.000000 Penalty: 5812.622070
	Iteration 33Q: 3 clusters Score -1.93131e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
Score: -19313138.000000 Penalty: 5812.622070
	Iteration 34Q: 3 clusters Score -1.931314e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -19313196.000000 Penalty: 5812.622070
	Iteration 35Q: 3 clusters Score -1.93132e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -19313208.000000 Penalty: 5812.622070
	Iteration 36Q: 3 clusters Score -1.931321e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -19313330.000000 Penalty: 5812.622070
	Iteration 37Q: 3 clusters Score -1.931333e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -19313422.000000 Penalty: 5812.622070
	Iteration 38Q: 3 clusters Score -1.931342e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 87282 members 
Entering Unmasked Estep 
Score: -19313474.000000 Penalty: 5812.622070
	Iteration 39Q: 3 clusters Score -1.931347e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 87567 members 
Entering Unmasked Estep 
Score: -19313490.000000 Penalty: 5812.622070
	Iteration 40F: 3 clusters Score -1.931349e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -19313546.000000 Penalty: 5812.622070
	Iteration 41Q: 3 clusters Score -1.931355e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -19313576.000000 Penalty: 5812.622070
	Iteration 42Q: 3 clusters Score -1.931358e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 88506 members 
Entering Unmasked Estep 
Score: -19313640.000000 Penalty: 5812.622070
	Iteration 43Q: 3 clusters Score -1.931364e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 88782 members 
Entering Unmasked Estep 
Score: -19313642.000000 Penalty: 5812.622070
	Iteration 44Q: 3 clusters Score -1.931364e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 89085 members 
Entering Unmasked Estep 
Score: -19313672.000000 Penalty: 5812.622070
	Iteration 45Q: 3 clusters Score -1.931367e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -19313728.000000 Penalty: 5812.622070
	Iteration 46Q: 3 clusters Score -1.931373e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -19313772.000000 Penalty: 5812.622070
	Iteration 47Q: 3 clusters Score -1.931377e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -19313886.000000 Penalty: 5812.622070
	Iteration 48Q: 3 clusters Score -1.931389e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -19313880.000000 Penalty: 5812.622070
	Iteration 49Q: 3 clusters Score -1.931388e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 90514 members 
Entering Unmasked Estep 
Score: -19313970.000000 Penalty: 5812.622070
	Iteration 50Q: 3 clusters Score -1.931397e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -19314004.000000 Penalty: 5812.622070
	Iteration 51Q: 3 clusters Score -1.9314e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -19314056.000000 Penalty: 5812.622070
	Iteration 52Q: 3 clusters Score -1.931406e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -19314098.000000 Penalty: 5812.622070
	Iteration 53Q: 3 clusters Score -1.93141e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -19314192.000000 Penalty: 5812.622070
	Iteration 54Q: 3 clusters Score -1.931419e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -19314282.000000 Penalty: 5812.622070
	Iteration 55Q: 3 clusters Score -1.931428e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 92407 members 
Entering Unmasked Estep 
Score: -19314306.000000 Penalty: 5812.622070
	Iteration 56Q: 3 clusters Score -1.931431e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -19314324.000000 Penalty: 5812.622070
	Iteration 57Q: 3 clusters Score -1.931432e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -19314384.000000 Penalty: 5812.622070
	Iteration 58Q: 3 clusters Score -1.931438e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 93320 members 
Entering Unmasked Estep 
Score: -19314460.000000 Penalty: 5812.622070
	Iteration 59Q: 3 clusters Score -1.931446e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -19314598.000000 Penalty: 5812.622070
	Iteration 60F: 3 clusters Score -1.93146e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -19314814.000000 Penalty: 5812.622070
	Iteration 61Q: 3 clusters Score -1.931481e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -19314942.000000 Penalty: 5812.622070
	Iteration 62Q: 3 clusters Score -1.931494e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 95315 members 
Entering Unmasked Estep 
Score: -19315026.000000 Penalty: 5812.622070
	Iteration 63Q: 3 clusters Score -1.931503e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -19315138.000000 Penalty: 5812.622070
	Iteration 64Q: 3 clusters Score -1.931514e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -19315418.000000 Penalty: 5812.622070
	Iteration 65Q: 3 clusters Score -1.931542e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -19315554.000000 Penalty: 5812.622070
	Iteration 66Q: 3 clusters Score -1.931555e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -19315708.000000 Penalty: 5812.622070
	Iteration 67Q: 3 clusters Score -1.931571e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -19315822.000000 Penalty: 5812.622070
	Iteration 68Q: 3 clusters Score -1.931582e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 102291 members 
Entering Unmasked Estep 
Score: -19316086.000000 Penalty: 5812.622070
	Iteration 69Q: 3 clusters Score -1.931609e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 104013 members 
Entering Unmasked Estep 
Score: -19316204.000000 Penalty: 5812.622070
	Iteration 70Q: 3 clusters Score -1.93162e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -19316288.000000 Penalty: 5812.622070
	Iteration 71Q: 3 clusters Score -1.931629e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
Score: -19316444.000000 Penalty: 5812.622070
	Iteration 72Q: 3 clusters Score -1.931644e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 109677 members 
Entering Unmasked Estep 
Score: -19316546.000000 Penalty: 5812.622070
	Iteration 73Q: 3 clusters Score -1.931655e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 111576 members 
Entering Unmasked Estep 
Score: -19316566.000000 Penalty: 5812.622070
	Iteration 74Q: 3 clusters Score -1.931657e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 113356 members 
Entering Unmasked Estep 
Score: -19316432.000000 Penalty: 5812.622070
	Iteration 75Q: 3 clusters Score -1.931643e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 115013 members 
Entering Unmasked Estep 
Score: -19316430.000000 Penalty: 5812.622070
	Iteration 76Q: 3 clusters Score -1.931643e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -19316390.000000 Penalty: 5812.622070
	Iteration 77Q: 3 clusters Score -1.931639e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -19316408.000000 Penalty: 5812.622070
	Iteration 78Q: 3 clusters Score -1.931641e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -19316342.000000 Penalty: 5812.622070
	Iteration 79Q: 3 clusters Score -1.931634e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -19316464.000000 Penalty: 5812.622070
	Iteration 80F: 3 clusters Score -1.931646e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -19316418.000000 Penalty: 5812.622070
	Iteration 81Q: 3 clusters Score -1.931642e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 120634 members 
Entering Unmasked Estep 
Score: -19316370.000000 Penalty: 5812.622070
	Iteration 82Q: 3 clusters Score -1.931637e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 121093 members 
Entering Unmasked Estep 
Score: -19316366.000000 Penalty: 5812.622070
	Iteration 83Q: 3 clusters Score -1.931637e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
Score: -19316344.000000 Penalty: 5812.622070
	Iteration 84Q: 3 clusters Score -1.931634e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -19316340.000000 Penalty: 5812.622070
	Iteration 85Q: 3 clusters Score -1.931634e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -19316304.000000 Penalty: 5812.622070
	Iteration 86Q: 3 clusters Score -1.93163e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -19316336.000000 Penalty: 5812.622070
	Iteration 87Q: 3 clusters Score -1.931634e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 122015 members 
Entering Unmasked Estep 
Score: -19316338.000000 Penalty: 5812.622070
	Iteration 88Q: 3 clusters Score -1.931634e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 122100 members 
Entering Unmasked Estep 
Score: -19316362.000000 Penalty: 5812.622070
	Iteration 89Q: 3 clusters Score -1.931636e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 122162 members 
Entering Unmasked Estep 
Score: -19316382.000000 Penalty: 5812.622070
	Iteration 90Q: 3 clusters Score -1.931638e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 122211 members 
Entering Unmasked Estep 
Score: -19316376.000000 Penalty: 5812.622070
	Iteration 91Q: 3 clusters Score -1.931638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -19316356.000000 Penalty: 5812.622070
	Iteration 92Q: 3 clusters Score -1.931636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 122254 members 
Entering Unmasked Estep 
Score: -19316366.000000 Penalty: 5812.622070
	Iteration 93Q: 3 clusters Score -1.931637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 122268 members 
Entering Unmasked Estep 
Score: -19316382.000000 Penalty: 5812.622070
	Iteration 94Q: 3 clusters Score -1.931638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 122276 members 
Entering Unmasked Estep 
Score: -19316388.000000 Penalty: 5812.622070
	Iteration 95Q: 3 clusters Score -1.931639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 122286 members 
Entering Unmasked Estep 
Score: -19316402.000000 Penalty: 5812.622070
	Iteration 96Q: 3 clusters Score -1.93164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 122296 members 
Entering Unmasked Estep 
Score: -19316406.000000 Penalty: 5812.622070
	Iteration 97Q: 3 clusters Score -1.931641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 122303 members 
Entering Unmasked Estep 
Score: -19316378.000000 Penalty: 5812.622070
	Iteration 98Q: 3 clusters Score -1.931638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 122311 members 
Entering Unmasked Estep 
Score: -19316378.000000 Penalty: 5812.622070
	Iteration 99Q: 3 clusters Score -1.931638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 122317 members 
Entering Unmasked Estep 
Score: -19316384.000000 Penalty: 5812.622070
	Iteration 100F: 3 clusters Score -1.931638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 122322 members 
Entering Unmasked Estep 
Score: -19316384.000000 Penalty: 5812.622070
	Iteration 101Q: 3 clusters Score -1.931638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 122330 members 
Entering Unmasked Estep 
Score: -19316386.000000 Penalty: 5812.622070
	Iteration 102Q: 3 clusters Score -1.931639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -19316382.000000 Penalty: 5812.622070
	Iteration 103Q: 3 clusters Score -1.931638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 122336 members 
Entering Unmasked Estep 
Score: -19316386.000000 Penalty: 5812.622070
	Iteration 104Q: 3 clusters Score -1.931639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 122338 members 
Entering Unmasked Estep 
Score: -19316386.000000 Penalty: 5812.622070
	Iteration 105Q: 3 clusters Score -1.931639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 122341 members 
Entering Unmasked Estep 
Score: -19316384.000000 Penalty: 5812.622070
	Iteration 106Q: 3 clusters Score -1.931638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 122344 members 
Entering Unmasked Estep 
Score: -19316386.000000 Penalty: 5812.622070
	Iteration 107Q: 3 clusters Score -1.931639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -19316374.000000 Penalty: 5812.622070
	Iteration 108Q: 3 clusters Score -1.931637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 122347 members 
Entering Unmasked Estep 
Score: -19316378.000000 Penalty: 5812.622070
	Iteration 109Q: 3 clusters Score -1.931638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 122350 members 
Entering Unmasked Estep 
Score: -19316380.000000 Penalty: 5812.622070
	Iteration 110Q: 3 clusters Score -1.931638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 122352 members 
Entering Unmasked Estep 
Score: -19316382.000000 Penalty: 5812.622070
	Iteration 111Q: 3 clusters Score -1.931638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 122353 members 
Entering Unmasked Estep 
Score: -19316386.000000 Penalty: 5812.622070
	Iteration 112Q: 3 clusters Score -1.931639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 122353 members 
Entering Unmasked Estep 
Score: -19316386.000000 Penalty: 5812.622070
	Iteration 113F: 3 clusters Score -1.931639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47978.148438 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -47978.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -46619.335938 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -46619.34 nChanged 42
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: -46727.750000 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -46727.75 nChanged 14
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: -46782.972656 Penalty: 2891.156982
	Iteration 2Q: 3 clusters Score -46782.97 nChanged 6
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: -46811.761719 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -46811.76 nChanged 4
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: -46839.332031 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -46839.33 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: -46840.628906 Penalty: 2891.156982
	Iteration 5Q: 3 clusters Score -46840.63 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: -46840.628906 Penalty: 2891.156982
	Iteration 6F: 3 clusters Score -46840.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -768063.500000 Penalty: 2114.141602
	Iteration 0F: 2 clusters Score -768063.5 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 2542 members 
Entering Unmasked Estep 
Score: -763456.687500 Penalty: 4228.283203
	Iteration 0F: 3 clusters Score -763456.7 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -764585.750000 Penalty: 4228.283203
	Iteration 1F: 3 clusters Score -764585.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -764817.750000 Penalty: 4228.283203
	Iteration 2F: 3 clusters Score -764817.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -764966.187500 Penalty: 4228.283203
	Iteration 3F: 3 clusters Score -764966.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -765059.812500 Penalty: 4228.283203
	Iteration 4Q: 3 clusters Score -765059.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -765127.250000 Penalty: 4228.283203
	Iteration 5Q: 3 clusters Score -765127.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -765193.750000 Penalty: 4228.283203
	Iteration 6Q: 3 clusters Score -765193.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -765246.125000 Penalty: 4228.283203
	Iteration 7Q: 3 clusters Score -765246.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -765310.000000 Penalty: 4228.283203
	Iteration 8Q: 3 clusters Score -765310 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -765363.812500 Penalty: 4228.283203
	Iteration 9Q: 3 clusters Score -765363.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -765414.875000 Penalty: 4228.283203
	Iteration 10Q: 3 clusters Score -765414.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -765456.937500 Penalty: 4228.283203
	Iteration 11Q: 3 clusters Score -765456.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -765498.500000 Penalty: 4228.283203
	Iteration 12Q: 3 clusters Score -765498.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -765539.000000 Penalty: 4228.283203
	Iteration 13Q: 3 clusters Score -765539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -765590.000000 Penalty: 4228.283203
	Iteration 14Q: 3 clusters Score -765590 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -765641.187500 Penalty: 4228.283203
	Iteration 15Q: 3 clusters Score -765641.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -765688.625000 Penalty: 4228.283203
	Iteration 16Q: 3 clusters Score -765688.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -765736.625000 Penalty: 4228.283203
	Iteration 17Q: 3 clusters Score -765736.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -765794.000000 Penalty: 4228.283203
	Iteration 18Q: 3 clusters Score -765794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -765850.312500 Penalty: 4228.283203
	Iteration 19Q: 3 clusters Score -765850.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -765908.062500 Penalty: 4228.283203
	Iteration 20F: 3 clusters Score -765908.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -765967.312500 Penalty: 4228.283203
	Iteration 21Q: 3 clusters Score -765967.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -766012.250000 Penalty: 4228.283203
	Iteration 22Q: 3 clusters Score -766012.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -766070.687500 Penalty: 4228.283203
	Iteration 23Q: 3 clusters Score -766070.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -766117.687500 Penalty: 4228.283203
	Iteration 24Q: 3 clusters Score -766117.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -766167.187500 Penalty: 4228.283203
	Iteration 25Q: 3 clusters Score -766167.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -766223.875000 Penalty: 4228.283203
	Iteration 26Q: 3 clusters Score -766223.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -766275.312500 Penalty: 4228.283203
	Iteration 27Q: 3 clusters Score -766275.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -766318.375000 Penalty: 4228.283203
	Iteration 28Q: 3 clusters Score -766318.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -766356.937500 Penalty: 4228.283203
	Iteration 29Q: 3 clusters Score -766356.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -766396.250000 Penalty: 4228.283203
	Iteration 30Q: 3 clusters Score -766396.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -766434.500000 Penalty: 4228.283203
	Iteration 31Q: 3 clusters Score -766434.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -766472.187500 Penalty: 4228.283203
	Iteration 32Q: 3 clusters Score -766472.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -766504.625000 Penalty: 4228.283203
	Iteration 33Q: 3 clusters Score -766504.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -766530.125000 Penalty: 4228.283203
	Iteration 34Q: 3 clusters Score -766530.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -766559.000000 Penalty: 4228.283203
	Iteration 35Q: 3 clusters Score -766559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -766578.062500 Penalty: 4228.283203
	Iteration 36Q: 3 clusters Score -766578.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -766594.625000 Penalty: 4228.283203
	Iteration 37Q: 3 clusters Score -766594.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -766609.562500 Penalty: 4228.283203
	Iteration 38Q: 3 clusters Score -766609.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -766619.500000 Penalty: 4228.283203
	Iteration 39Q: 3 clusters Score -766619.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -766631.250000 Penalty: 4228.283203
	Iteration 40F: 3 clusters Score -766631.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -766641.937500 Penalty: 4228.283203
	Iteration 41Q: 3 clusters Score -766641.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -766649.437500 Penalty: 4228.283203
	Iteration 42Q: 3 clusters Score -766649.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -766656.687500 Penalty: 4228.283203
	Iteration 43Q: 3 clusters Score -766656.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -766661.750000 Penalty: 4228.283203
	Iteration 44Q: 3 clusters Score -766661.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -766663.812500 Penalty: 4228.283203
	Iteration 45Q: 3 clusters Score -766663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -766666.625000 Penalty: 4228.283203
	Iteration 46Q: 3 clusters Score -766666.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -766669.312500 Penalty: 4228.283203
	Iteration 47Q: 3 clusters Score -766669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -766669.562500 Penalty: 4228.283203
	Iteration 48Q: 3 clusters Score -766669.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -766671.812500 Penalty: 4228.283203
	Iteration 49Q: 3 clusters Score -766671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -766671.062500 Penalty: 4228.283203
	Iteration 50Q: 3 clusters Score -766671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -766671.062500 Penalty: 4228.283203
	Iteration 51F: 3 clusters Score -766671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -252393.468750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -252393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -249966.750000 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -249966.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -250382.265625 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -250382.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -250515.625000 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -250515.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -250573.093750 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -250573.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -250604.703125 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -250604.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -250631.984375 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -250632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -250656.671875 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -250656.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -250668.921875 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -250668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -250679.281250 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -250679.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -250689.625000 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -250689.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -250701.406250 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -250701.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -250710.312500 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -250710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -250717.171875 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -250717.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -250722.921875 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -250722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -250733.218750 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -250733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -250736.140625 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -250736.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -250739.187500 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -250739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -250740.234375 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -250740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -250740.843750 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -250740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -250741.218750 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -250741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -250741.281250 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -250741.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Entering Unmasked Estep 
Score: -4581412.000000 Penalty: 2546.900635
	Iteration 0F: 2 clusters Score -4581412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4561508.000000 Penalty: 5093.801270
	Iteration 0F: 3 clusters Score -4561508 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4568445.000000 Penalty: 5093.801270
	Iteration 1F: 3 clusters Score -4568445 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4568843.000000 Penalty: 5093.801270
	Iteration 2Q: 3 clusters Score -4568843 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4569173.000000 Penalty: 5093.801270
	Iteration 3Q: 3 clusters Score -4569173 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -4569463.000000 Penalty: 5093.801270
	Iteration 4Q: 3 clusters Score -4569463 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4569723.500000 Penalty: 5093.801270
	Iteration 5Q: 3 clusters Score -4569724 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -4569978.000000 Penalty: 5093.801270
	Iteration 6Q: 3 clusters Score -4569978 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4570263.500000 Penalty: 5093.801270
	Iteration 7Q: 3 clusters Score -4570264 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -4570579.500000 Penalty: 5093.801270
	Iteration 8Q: 3 clusters Score -4570580 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4570914.500000 Penalty: 5093.801270
	Iteration 9Q: 3 clusters Score -4570914 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4571333.500000 Penalty: 5093.801270
	Iteration 10Q: 3 clusters Score -4571334 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4571800.000000 Penalty: 5093.801270
	Iteration 11Q: 3 clusters Score -4571800 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4572344.500000 Penalty: 5093.801270
	Iteration 12Q: 3 clusters Score -4572344 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -4572999.000000 Penalty: 5093.801270
	Iteration 13Q: 3 clusters Score -4572999 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4573717.500000 Penalty: 5093.801270
	Iteration 14Q: 3 clusters Score -4573718 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4574448.500000 Penalty: 5093.801270
	Iteration 15Q: 3 clusters Score -4574448 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4574976.500000 Penalty: 5093.801270
	Iteration 16Q: 3 clusters Score -4574976 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4575263.500000 Penalty: 5093.801270
	Iteration 17Q: 3 clusters Score -4575264 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4575401.000000 Penalty: 5093.801270
	Iteration 18Q: 3 clusters Score -4575401 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -4575523.000000 Penalty: 5093.801270
	Iteration 19Q: 3 clusters Score -4575523 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -4575661.000000 Penalty: 5093.801270
	Iteration 20F: 3 clusters Score -4575661 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4575761.000000 Penalty: 5093.801270
	Iteration 21Q: 3 clusters Score -4575761 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -4575879.500000 Penalty: 5093.801270
	Iteration 22Q: 3 clusters Score -4575880 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -4575978.500000 Penalty: 5093.801270
	Iteration 23Q: 3 clusters Score -4575978 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -4576140.000000 Penalty: 5093.801270
	Iteration 24Q: 3 clusters Score -4576140 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4576247.500000 Penalty: 5093.801270
	Iteration 25Q: 3 clusters Score -4576248 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -4576419.000000 Penalty: 5093.801270
	Iteration 26Q: 3 clusters Score -4576419 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -4576539.000000 Penalty: 5093.801270
	Iteration 27Q: 3 clusters Score -4576539 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4576684.500000 Penalty: 5093.801270
	Iteration 28Q: 3 clusters Score -4576684 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4576808.000000 Penalty: 5093.801270
	Iteration 29Q: 3 clusters Score -4576808 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4576923.500000 Penalty: 5093.801270
	Iteration 30Q: 3 clusters Score -4576924 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4577047.000000 Penalty: 5093.801270
	Iteration 31Q: 3 clusters Score -4577047 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4577176.500000 Penalty: 5093.801270
	Iteration 32Q: 3 clusters Score -4577176 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4577250.500000 Penalty: 5093.801270
	Iteration 33Q: 3 clusters Score -4577250 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -4577341.000000 Penalty: 5093.801270
	Iteration 34Q: 3 clusters Score -4577341 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4577445.000000 Penalty: 5093.801270
	Iteration 35Q: 3 clusters Score -4577445 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4577560.500000 Penalty: 5093.801270
	Iteration 36Q: 3 clusters Score -4577560 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4577685.500000 Penalty: 5093.801270
	Iteration 37Q: 3 clusters Score -4577686 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -4577805.500000 Penalty: 5093.801270
	Iteration 38Q: 3 clusters Score -4577806 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4577919.000000 Penalty: 5093.801270
	Iteration 39Q: 3 clusters Score -4577919 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4578011.500000 Penalty: 5093.801270
	Iteration 40F: 3 clusters Score -4578012 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4578076.000000 Penalty: 5093.801270
	Iteration 41Q: 3 clusters Score -4578076 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4578138.500000 Penalty: 5093.801270
	Iteration 42Q: 3 clusters Score -4578138 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4578198.500000 Penalty: 5093.801270
	Iteration 43Q: 3 clusters Score -4578198 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4578282.000000 Penalty: 5093.801270
	Iteration 44Q: 3 clusters Score -4578282 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4578378.500000 Penalty: 5093.801270
	Iteration 45Q: 3 clusters Score -4578378 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4578446.000000 Penalty: 5093.801270
	Iteration 46Q: 3 clusters Score -4578446 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4578521.000000 Penalty: 5093.801270
	Iteration 47Q: 3 clusters Score -4578521 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4578580.000000 Penalty: 5093.801270
	Iteration 48Q: 3 clusters Score -4578580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4578641.500000 Penalty: 5093.801270
	Iteration 49Q: 3 clusters Score -4578642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4578686.000000 Penalty: 5093.801270
	Iteration 50Q: 3 clusters Score -4578686 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4578721.000000 Penalty: 5093.801270
	Iteration 51Q: 3 clusters Score -4578721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4578732.500000 Penalty: 5093.801270
	Iteration 52Q: 3 clusters Score -4578732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4578759.000000 Penalty: 5093.801270
	Iteration 53Q: 3 clusters Score -4578759 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4578781.500000 Penalty: 5093.801270
	Iteration 54Q: 3 clusters Score -4578782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4578793.500000 Penalty: 5093.801270
	Iteration 55Q: 3 clusters Score -4578794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4578803.000000 Penalty: 5093.801270
	Iteration 56Q: 3 clusters Score -4578803 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4578813.000000 Penalty: 5093.801270
	Iteration 57Q: 3 clusters Score -4578813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4578819.500000 Penalty: 5093.801270
	Iteration 58Q: 3 clusters Score -4578820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4578824.000000 Penalty: 5093.801270
	Iteration 59Q: 3 clusters Score -4578824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4578838.000000 Penalty: 5093.801270
	Iteration 60F: 3 clusters Score -4578838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4578842.000000 Penalty: 5093.801270
	Iteration 61Q: 3 clusters Score -4578842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4578857.500000 Penalty: 5093.801270
	Iteration 62Q: 3 clusters Score -4578858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4578864.000000 Penalty: 5093.801270
	Iteration 63Q: 3 clusters Score -4578864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4578868.500000 Penalty: 5093.801270
	Iteration 64Q: 3 clusters Score -4578868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4578881.000000 Penalty: 5093.801270
	Iteration 65Q: 3 clusters Score -4578881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4578884.000000 Penalty: 5093.801270
	Iteration 66Q: 3 clusters Score -4578884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4578890.500000 Penalty: 5093.801270
	Iteration 67Q: 3 clusters Score -4578890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4578889.500000 Penalty: 5093.801270
	Iteration 68Q: 3 clusters Score -4578890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4578899.000000 Penalty: 5093.801270
	Iteration 69Q: 3 clusters Score -4578899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4578899.000000 Penalty: 5093.801270
	Iteration 70Q: 3 clusters Score -4578899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4578911.000000 Penalty: 5093.801270
	Iteration 71Q: 3 clusters Score -4578911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4578928.000000 Penalty: 5093.801270
	Iteration 72Q: 3 clusters Score -4578928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4578940.000000 Penalty: 5093.801270
	Iteration 73Q: 3 clusters Score -4578940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4578951.000000 Penalty: 5093.801270
	Iteration 74Q: 3 clusters Score -4578951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4578971.500000 Penalty: 5093.801270
	Iteration 75Q: 3 clusters Score -4578972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4578974.500000 Penalty: 5093.801270
	Iteration 76Q: 3 clusters Score -4578974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4578983.500000 Penalty: 5093.801270
	Iteration 77Q: 3 clusters Score -4578984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4578984.500000 Penalty: 5093.801270
	Iteration 78Q: 3 clusters Score -4578984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4578990.000000 Penalty: 5093.801270
	Iteration 79Q: 3 clusters Score -4578990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4578997.500000 Penalty: 5093.801270
	Iteration 80F: 3 clusters Score -4578998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4578997.500000 Penalty: 5093.801270
	Iteration 81Q: 3 clusters Score -4578998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4578996.000000 Penalty: 5093.801270
	Iteration 82Q: 3 clusters Score -4578996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4578992.500000 Penalty: 5093.801270
	Iteration 83Q: 3 clusters Score -4578992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4579010.500000 Penalty: 5093.801270
	Iteration 84Q: 3 clusters Score -4579010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4579016.500000 Penalty: 5093.801270
	Iteration 85Q: 3 clusters Score -4579016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4579015.500000 Penalty: 5093.801270
	Iteration 86Q: 3 clusters Score -4579016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4579032.500000 Penalty: 5093.801270
	Iteration 87Q: 3 clusters Score -4579032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4579034.500000 Penalty: 5093.801270
	Iteration 88Q: 3 clusters Score -4579034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4579031.500000 Penalty: 5093.801270
	Iteration 89Q: 3 clusters Score -4579032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4579041.500000 Penalty: 5093.801270
	Iteration 90Q: 3 clusters Score -4579042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4579040.000000 Penalty: 5093.801270
	Iteration 91Q: 3 clusters Score -4579040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4579044.500000 Penalty: 5093.801270
	Iteration 92Q: 3 clusters Score -4579044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4579044.000000 Penalty: 5093.801270
	Iteration 93Q: 3 clusters Score -4579044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4579047.500000 Penalty: 5093.801270
	Iteration 94Q: 3 clusters Score -4579048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4579053.000000 Penalty: 5093.801270
	Iteration 95Q: 3 clusters Score -4579053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4579052.000000 Penalty: 5093.801270
	Iteration 96Q: 3 clusters Score -4579052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4579047.500000 Penalty: 5093.801270
	Iteration 97Q: 3 clusters Score -4579048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4579051.000000 Penalty: 5093.801270
	Iteration 98Q: 3 clusters Score -4579051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4579057.500000 Penalty: 5093.801270
	Iteration 99Q: 3 clusters Score -4579058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4579057.000000 Penalty: 5093.801270
	Iteration 100F: 3 clusters Score -4579057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4579059.500000 Penalty: 5093.801270
	Iteration 101Q: 3 clusters Score -4579060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4579059.500000 Penalty: 5093.801270
	Iteration 102F: 3 clusters Score -4579060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -575080.250000 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -575080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -571271.875000 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -571271.9 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -572201.625000 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -572201.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -572582.937500 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -572582.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -573012.062500 Penalty: 4105.722168
	Iteration 3F: 3 clusters Score -573012.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -573439.875000 Penalty: 4105.722168
	Iteration 4F: 3 clusters Score -573439.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -573840.750000 Penalty: 4105.722168
	Iteration 5F: 3 clusters Score -573840.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -574197.437500 Penalty: 4105.722168
	Iteration 6F: 3 clusters Score -574197.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -574384.562500 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -574384.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -574485.125000 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -574485.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -574516.937500 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -574516.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -574531.000000 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -574531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -574544.625000 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -574544.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -574549.562500 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -574549.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -574553.125000 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -574553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -574555.125000 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -574555.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -574555.625000 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -574555.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -574555.625000 Penalty: 4105.722168
	Iteration 16F: 3 clusters Score -574555.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Entering Unmasked Estep 
Score: -15999175.000000 Penalty: 2858.726807
	Iteration 0F: 2 clusters Score -1.599918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -15933524.000000 Penalty: 5717.453613
	Iteration 0F: 3 clusters Score -1.593352e+07 nChanged 48002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -15960414.000000 Penalty: 5717.453613
	Iteration 1F: 3 clusters Score -1.596041e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -15961083.000000 Penalty: 5717.453613
	Iteration 2Q: 3 clusters Score -1.596108e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -15961851.000000 Penalty: 5717.453613
	Iteration 3Q: 3 clusters Score -1.596185e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -15962759.000000 Penalty: 5717.453613
	Iteration 4Q: 3 clusters Score -1.596276e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -15963763.000000 Penalty: 5717.453613
	Iteration 5Q: 3 clusters Score -1.596376e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -15965419.000000 Penalty: 5717.453613
	Iteration 6Q: 3 clusters Score -1.596542e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -15968314.000000 Penalty: 5717.453613
	Iteration 7F: 3 clusters Score -1.596831e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 68914 members 
Entering Unmasked Estep 
Score: -15972477.000000 Penalty: 5717.453613
	Iteration 8F: 3 clusters Score -1.597248e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -15978279.000000 Penalty: 5717.453613
	Iteration 9F: 3 clusters Score -1.597828e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -15984727.000000 Penalty: 5717.453613
	Iteration 10F: 3 clusters Score -1.598473e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -15990068.000000 Penalty: 5717.453613
	Iteration 11F: 3 clusters Score -1.599007e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -15993411.000000 Penalty: 5717.453613
	Iteration 12Q: 3 clusters Score -1.599341e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -15995137.000000 Penalty: 5717.453613
	Iteration 13Q: 3 clusters Score -1.599514e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -15996159.000000 Penalty: 5717.453613
	Iteration 14Q: 3 clusters Score -1.599616e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -15996769.000000 Penalty: 5717.453613
	Iteration 15Q: 3 clusters Score -1.599677e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 97595 members 
Entering Unmasked Estep 
Score: -15996991.000000 Penalty: 5717.453613
	Iteration 16Q: 3 clusters Score -1.599699e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -15997155.000000 Penalty: 5717.453613
	Iteration 17Q: 3 clusters Score -1.599716e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -15997241.000000 Penalty: 5717.453613
	Iteration 18Q: 3 clusters Score -1.599724e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -15997257.000000 Penalty: 5717.453613
	Iteration 19Q: 3 clusters Score -1.599726e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 98643 members 
Entering Unmasked Estep 
Score: -15997299.000000 Penalty: 5717.453613
	Iteration 20F: 3 clusters Score -1.59973e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 98767 members 
Entering Unmasked Estep 
Score: -15997318.000000 Penalty: 5717.453613
	Iteration 21Q: 3 clusters Score -1.599732e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 98879 members 
Entering Unmasked Estep 
Score: -15997359.000000 Penalty: 5717.453613
	Iteration 22Q: 3 clusters Score -1.599736e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -15997356.000000 Penalty: 5717.453613
	Iteration 23Q: 3 clusters Score -1.599736e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 99049 members 
Entering Unmasked Estep 
Score: -15997375.000000 Penalty: 5717.453613
	Iteration 24Q: 3 clusters Score -1.599738e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -15997352.000000 Penalty: 5717.453613
	Iteration 25Q: 3 clusters Score -1.599735e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -15997380.000000 Penalty: 5717.453613
	Iteration 26Q: 3 clusters Score -1.599738e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -15997401.000000 Penalty: 5717.453613
	Iteration 27Q: 3 clusters Score -1.59974e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 99260 members 
Entering Unmasked Estep 
Score: -15997421.000000 Penalty: 5717.453613
	Iteration 28Q: 3 clusters Score -1.599742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -15997407.000000 Penalty: 5717.453613
	Iteration 29Q: 3 clusters Score -1.599741e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 99312 members 
Entering Unmasked Estep 
Score: -15997387.000000 Penalty: 5717.453613
	Iteration 30Q: 3 clusters Score -1.599739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 99344 members 
Entering Unmasked Estep 
Score: -15997374.000000 Penalty: 5717.453613
	Iteration 31Q: 3 clusters Score -1.599737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -15997375.000000 Penalty: 5717.453613
	Iteration 32Q: 3 clusters Score -1.599738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -15997404.000000 Penalty: 5717.453613
	Iteration 33Q: 3 clusters Score -1.59974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 99416 members 
Entering Unmasked Estep 
Score: -15997397.000000 Penalty: 5717.453613
	Iteration 34Q: 3 clusters Score -1.59974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -15997395.000000 Penalty: 5717.453613
	Iteration 35Q: 3 clusters Score -1.59974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -15997388.000000 Penalty: 5717.453613
	Iteration 36Q: 3 clusters Score -1.599739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 99467 members 
Entering Unmasked Estep 
Score: -15997386.000000 Penalty: 5717.453613
	Iteration 37Q: 3 clusters Score -1.599739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 99488 members 
Entering Unmasked Estep 
Score: -15997387.000000 Penalty: 5717.453613
	Iteration 38Q: 3 clusters Score -1.599739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -15997402.000000 Penalty: 5717.453613
	Iteration 39Q: 3 clusters Score -1.59974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 99518 members 
Entering Unmasked Estep 
Score: -15997392.000000 Penalty: 5717.453613
	Iteration 40F: 3 clusters Score -1.599739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 99529 members 
Entering Unmasked Estep 
Score: -15997378.000000 Penalty: 5717.453613
	Iteration 41Q: 3 clusters Score -1.599738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 99539 members 
Entering Unmasked Estep 
Score: -15997383.000000 Penalty: 5717.453613
	Iteration 42Q: 3 clusters Score -1.599738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 99552 members 
Entering Unmasked Estep 
Score: -15997406.000000 Penalty: 5717.453613
	Iteration 43Q: 3 clusters Score -1.599741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -15997368.000000 Penalty: 5717.453613
	Iteration 44Q: 3 clusters Score -1.599737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -15997376.000000 Penalty: 5717.453613
	Iteration 45Q: 3 clusters Score -1.599738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -15997391.000000 Penalty: 5717.453613
	Iteration 46Q: 3 clusters Score -1.599739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 99618 members 
Entering Unmasked Estep 
Score: -15997389.000000 Penalty: 5717.453613
	Iteration 47Q: 3 clusters Score -1.599739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -15997379.000000 Penalty: 5717.453613
	Iteration 48Q: 3 clusters Score -1.599738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -15997400.000000 Penalty: 5717.453613
	Iteration 49Q: 3 clusters Score -1.59974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 99653 members 
Entering Unmasked Estep 
Score: -15997406.000000 Penalty: 5717.453613
	Iteration 50Q: 3 clusters Score -1.599741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -15997401.000000 Penalty: 5717.453613
	Iteration 51Q: 3 clusters Score -1.59974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -15997408.000000 Penalty: 5717.453613
	Iteration 52Q: 3 clusters Score -1.599741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 99678 members 
Entering Unmasked Estep 
Score: -15997413.000000 Penalty: 5717.453613
	Iteration 53Q: 3 clusters Score -1.599741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 99684 members 
Entering Unmasked Estep 
Score: -15997418.000000 Penalty: 5717.453613
	Iteration 54Q: 3 clusters Score -1.599742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -15997406.000000 Penalty: 5717.453613
	Iteration 55Q: 3 clusters Score -1.599741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -15997400.000000 Penalty: 5717.453613
	Iteration 56Q: 3 clusters Score -1.59974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -15997386.000000 Penalty: 5717.453613
	Iteration 57Q: 3 clusters Score -1.599739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -15997399.000000 Penalty: 5717.453613
	Iteration 58Q: 3 clusters Score -1.59974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -15997409.000000 Penalty: 5717.453613
	Iteration 59Q: 3 clusters Score -1.599741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -15997412.000000 Penalty: 5717.453613
	Iteration 60F: 3 clusters Score -1.599741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -15997405.000000 Penalty: 5717.453613
	Iteration 61Q: 3 clusters Score -1.59974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -15997397.000000 Penalty: 5717.453613
	Iteration 62Q: 3 clusters Score -1.59974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -15997398.000000 Penalty: 5717.453613
	Iteration 63Q: 3 clusters Score -1.59974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -15997392.000000 Penalty: 5717.453613
	Iteration 64Q: 3 clusters Score -1.599739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 99726 members 
Entering Unmasked Estep 
Score: -15997394.000000 Penalty: 5717.453613
	Iteration 65Q: 3 clusters Score -1.599739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -15997397.000000 Penalty: 5717.453613
	Iteration 66Q: 3 clusters Score -1.59974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 99734 members 
Entering Unmasked Estep 
Score: -15997407.000000 Penalty: 5717.453613
	Iteration 67Q: 3 clusters Score -1.599741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -15997421.000000 Penalty: 5717.453613
	Iteration 68Q: 3 clusters Score -1.599742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 99738 members 
Entering Unmasked Estep 
Score: -15997408.000000 Penalty: 5717.453613
	Iteration 69Q: 3 clusters Score -1.599741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 99739 members 
Entering Unmasked Estep 
Score: -15997403.000000 Penalty: 5717.453613
	Iteration 70Q: 3 clusters Score -1.59974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -15997404.000000 Penalty: 5717.453613
	Iteration 71Q: 3 clusters Score -1.59974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -15997404.000000 Penalty: 5717.453613
	Iteration 72F: 3 clusters Score -1.59974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -54535.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -54535.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53120.070312 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -53120.07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53419.703125 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -53419.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53614.222656 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -53614.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53740.167969 Penalty: 2982.802734
	Iteration 3F: 3 clusters Score -53740.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53804.156250 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -53804.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53835.933594 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -53835.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53838.488281 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -53838.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53838.488281 Penalty: 2982.802734
	Iteration 7F: 3 clusters Score -53838.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Entering Unmasked Estep 
Score: -3844186.250000 Penalty: 2506.950439
	Iteration 0F: 2 clusters Score -3844186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3827203.750000 Penalty: 5013.900879
	Iteration 0F: 3 clusters Score -3827204 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3833021.000000 Penalty: 5013.900879
	Iteration 1F: 3 clusters Score -3833021 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3833532.000000 Penalty: 5013.900879
	Iteration 2F: 3 clusters Score -3833532 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3833986.750000 Penalty: 5013.900879
	Iteration 3Q: 3 clusters Score -3833987 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3834510.750000 Penalty: 5013.900879
	Iteration 4Q: 3 clusters Score -3834511 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3835095.500000 Penalty: 5013.900879
	Iteration 5Q: 3 clusters Score -3835096 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3835733.250000 Penalty: 5013.900879
	Iteration 6F: 3 clusters Score -3835733 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3836436.500000 Penalty: 5013.900879
	Iteration 7F: 3 clusters Score -3836436 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3837273.000000 Penalty: 5013.900879
	Iteration 8F: 3 clusters Score -3837273 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3838161.000000 Penalty: 5013.900879
	Iteration 9F: 3 clusters Score -3838161 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3839208.500000 Penalty: 5013.900879
	Iteration 10F: 3 clusters Score -3839208 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3840398.750000 Penalty: 5013.900879
	Iteration 11F: 3 clusters Score -3840399 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3841546.750000 Penalty: 5013.900879
	Iteration 12Q: 3 clusters Score -3841547 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3842661.750000 Penalty: 5013.900879
	Iteration 13Q: 3 clusters Score -3842662 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3843613.000000 Penalty: 5013.900879
	Iteration 14Q: 3 clusters Score -3843613 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -3844201.250000 Penalty: 5013.900879
	Iteration 15Q: 3 clusters Score -3844201 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3844478.750000 Penalty: 5013.900879
	Iteration 16Q: 3 clusters Score -3844479 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3844587.000000 Penalty: 5013.900879
	Iteration 17Q: 3 clusters Score -3844587 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -3844636.750000 Penalty: 5013.900879
	Iteration 18Q: 3 clusters Score -3844637 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3844641.000000 Penalty: 5013.900879
	Iteration 19Q: 3 clusters Score -3844641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3844655.500000 Penalty: 5013.900879
	Iteration 20F: 3 clusters Score -3844656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3844660.500000 Penalty: 5013.900879
	Iteration 21Q: 3 clusters Score -3844660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3844658.000000 Penalty: 5013.900879
	Iteration 22Q: 3 clusters Score -3844658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3844656.000000 Penalty: 5013.900879
	Iteration 23Q: 3 clusters Score -3844656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3844655.750000 Penalty: 5013.900879
	Iteration 24Q: 3 clusters Score -3844656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3844659.250000 Penalty: 5013.900879
	Iteration 25Q: 3 clusters Score -3844659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3844659.250000 Penalty: 5013.900879
	Iteration 26F: 3 clusters Score -3844659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111523 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122884 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101430 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 12518 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Mstep: Class 44 contains 12037 members 
Entering Unmasked Estep 
Score: -86712240.000000 Penalty: 144519.937500
Splitting cluster 32 changes total score from -86712808.000000 to -86712240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -362160.781250 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -362160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -359318.750000 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -359318.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -359988.906250 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -359988.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -360176.093750 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -360176.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -360308.718750 Penalty: 3859.444580
	Iteration 3F: 3 clusters Score -360308.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -360437.125000 Penalty: 3859.444580
	Iteration 4Q: 3 clusters Score -360437.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -360529.406250 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -360529.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -360616.750000 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -360616.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -360686.875000 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -360686.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -360745.812500 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -360745.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -360785.781250 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -360785.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -360816.906250 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -360816.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -360843.625000 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -360843.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -360868.125000 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -360868.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -360886.968750 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -360887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -360895.218750 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -360895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -360904.406250 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -360904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -360912.437500 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -360912.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -360918.062500 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -360918.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -360923.125000 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -360923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -360927.187500 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -360927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -360930.468750 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -360930.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -360931.687500 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -360931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -360933.937500 Penalty: 3859.444580
	Iteration 22Q: 3 clusters Score -360933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -360937.906250 Penalty: 3859.444580
	Iteration 23Q: 3 clusters Score -360937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -360942.531250 Penalty: 3859.444580
	Iteration 24Q: 3 clusters Score -360942.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -360950.281250 Penalty: 3859.444580
	Iteration 25Q: 3 clusters Score -360950.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -360963.031250 Penalty: 3859.444580
	Iteration 26Q: 3 clusters Score -360963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -360968.062500 Penalty: 3859.444580
	Iteration 27Q: 3 clusters Score -360968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -360975.812500 Penalty: 3859.444580
	Iteration 28Q: 3 clusters Score -360975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -360983.156250 Penalty: 3859.444580
	Iteration 29Q: 3 clusters Score -360983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -360986.781250 Penalty: 3859.444580
	Iteration 30Q: 3 clusters Score -360986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -360989.375000 Penalty: 3859.444580
	Iteration 31Q: 3 clusters Score -360989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -360991.500000 Penalty: 3859.444580
	Iteration 32Q: 3 clusters Score -360991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -360992.468750 Penalty: 3859.444580
	Iteration 33Q: 3 clusters Score -360992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -360993.375000 Penalty: 3859.444580
	Iteration 34Q: 3 clusters Score -360993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -360994.625000 Penalty: 3859.444580
	Iteration 35Q: 3 clusters Score -360994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -360995.000000 Penalty: 3859.444580
	Iteration 36Q: 3 clusters Score -360995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -360995.000000 Penalty: 3859.444580
	Iteration 37F: 3 clusters Score -360995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Entering Unmasked Estep 
Score: -1165430.750000 Penalty: 2215.646973
	Iteration 0F: 2 clusters Score -1165431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1159253.375000 Penalty: 4431.293945
	Iteration 0F: 3 clusters Score -1159253 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1161024.250000 Penalty: 4431.293945
	Iteration 1F: 3 clusters Score -1161024 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1161370.625000 Penalty: 4431.293945
	Iteration 2F: 3 clusters Score -1161371 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1161613.750000 Penalty: 4431.293945
	Iteration 3F: 3 clusters Score -1161614 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1161836.875000 Penalty: 4431.293945
	Iteration 4Q: 3 clusters Score -1161837 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1162058.875000 Penalty: 4431.293945
	Iteration 5Q: 3 clusters Score -1162059 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1162299.250000 Penalty: 4431.293945
	Iteration 6Q: 3 clusters Score -1162299 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1162540.375000 Penalty: 4431.293945
	Iteration 7Q: 3 clusters Score -1162540 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1162728.500000 Penalty: 4431.293945
	Iteration 8Q: 3 clusters Score -1162728 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1162894.625000 Penalty: 4431.293945
	Iteration 9Q: 3 clusters Score -1162895 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1163054.125000 Penalty: 4431.293945
	Iteration 10Q: 3 clusters Score -1163054 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1163272.125000 Penalty: 4431.293945
	Iteration 11Q: 3 clusters Score -1163272 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1163530.750000 Penalty: 4431.293945
	Iteration 12Q: 3 clusters Score -1163531 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1163841.750000 Penalty: 4431.293945
	Iteration 13Q: 3 clusters Score -1163842 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1164134.250000 Penalty: 4431.293945
	Iteration 14Q: 3 clusters Score -1164134 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1164326.000000 Penalty: 4431.293945
	Iteration 15Q: 3 clusters Score -1164326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1164434.375000 Penalty: 4431.293945
	Iteration 16Q: 3 clusters Score -1164434 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1164487.500000 Penalty: 4431.293945
	Iteration 17Q: 3 clusters Score -1164488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1164511.750000 Penalty: 4431.293945
	Iteration 18Q: 3 clusters Score -1164512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1164525.000000 Penalty: 4431.293945
	Iteration 19Q: 3 clusters Score -1164525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1164532.500000 Penalty: 4431.293945
	Iteration 20F: 3 clusters Score -1164532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1164534.250000 Penalty: 4431.293945
	Iteration 21Q: 3 clusters Score -1164534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1164536.500000 Penalty: 4431.293945
	Iteration 22Q: 3 clusters Score -1164536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1164538.375000 Penalty: 4431.293945
	Iteration 23Q: 3 clusters Score -1164538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1164541.875000 Penalty: 4431.293945
	Iteration 24Q: 3 clusters Score -1164542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1164544.625000 Penalty: 4431.293945
	Iteration 25Q: 3 clusters Score -1164545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1164545.125000 Penalty: 4431.293945
	Iteration 26Q: 3 clusters Score -1164545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1164544.625000 Penalty: 4431.293945
	Iteration 27Q: 3 clusters Score -1164545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1164544.500000 Penalty: 4431.293945
	Iteration 28Q: 3 clusters Score -1164544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1164546.375000 Penalty: 4431.293945
	Iteration 29Q: 3 clusters Score -1164546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1164548.000000 Penalty: 4431.293945
	Iteration 30Q: 3 clusters Score -1164548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1164547.375000 Penalty: 4431.293945
	Iteration 31Q: 3 clusters Score -1164547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1164548.375000 Penalty: 4431.293945
	Iteration 32Q: 3 clusters Score -1164548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1164548.375000 Penalty: 4431.293945
	Iteration 33F: 3 clusters Score -1164548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -117161.484375 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -117161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -115388.257812 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -115388.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -115677.953125 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -115678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -115792.476562 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -115792.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -115908.695312 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -115908.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116021.343750 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -116021.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116113.867188 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -116113.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116165.671875 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -116165.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -116210.007812 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -116210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116229.656250 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -116229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116241.585938 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -116241.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -116259.492188 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -116259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116286.226562 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -116286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116329.789062 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -116329.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -116365.328125 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -116365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116380.984375 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -116381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -116392.593750 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -116392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116398.367188 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -116398.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -116405.906250 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -116405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116413.179688 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -116413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -116427.289062 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -116427.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -116442.484375 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -116442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116449.570312 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -116449.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116451.992188 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -116452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116451.992188 Penalty: 3366.211670
	Iteration 23F: 3 clusters Score -116452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -13888.257812 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -13888.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13100.537109 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -13100.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13142.514648 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -13142.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13157.649414 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -13157.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13165.724609 Penalty: 2481.957275
	Iteration 3Q: 3 clusters Score -13165.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13172.555664 Penalty: 2481.957275
	Iteration 4Q: 3 clusters Score -13172.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13189.832031 Penalty: 2481.957275
	Iteration 5Q: 3 clusters Score -13189.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13191.952148 Penalty: 2481.957275
	Iteration 6Q: 3 clusters Score -13191.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13193.240234 Penalty: 2481.957275
	Iteration 7Q: 3 clusters Score -13193.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13193.240234 Penalty: 2481.957275
	Iteration 8F: 3 clusters Score -13193.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -890576.812500 Penalty: 2146.579590
	Iteration 0F: 2 clusters Score -890576.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -885595.750000 Penalty: 4293.159180
	Iteration 0F: 3 clusters Score -885595.8 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -886804.625000 Penalty: 4293.159180
	Iteration 1F: 3 clusters Score -886804.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -887031.125000 Penalty: 4293.159180
	Iteration 2F: 3 clusters Score -887031.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -887172.125000 Penalty: 4293.159180
	Iteration 3Q: 3 clusters Score -887172.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -887275.187500 Penalty: 4293.159180
	Iteration 4Q: 3 clusters Score -887275.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -887354.375000 Penalty: 4293.159180
	Iteration 5Q: 3 clusters Score -887354.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -887428.375000 Penalty: 4293.159180
	Iteration 6Q: 3 clusters Score -887428.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -887492.187500 Penalty: 4293.159180
	Iteration 7Q: 3 clusters Score -887492.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -887564.250000 Penalty: 4293.159180
	Iteration 8Q: 3 clusters Score -887564.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -887623.562500 Penalty: 4293.159180
	Iteration 9Q: 3 clusters Score -887623.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -887676.750000 Penalty: 4293.159180
	Iteration 10Q: 3 clusters Score -887676.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -887720.687500 Penalty: 4293.159180
	Iteration 11Q: 3 clusters Score -887720.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -887761.812500 Penalty: 4293.159180
	Iteration 12Q: 3 clusters Score -887761.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -887798.000000 Penalty: 4293.159180
	Iteration 13Q: 3 clusters Score -887798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -887827.875000 Penalty: 4293.159180
	Iteration 14Q: 3 clusters Score -887827.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -887848.687500 Penalty: 4293.159180
	Iteration 15Q: 3 clusters Score -887848.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -887874.125000 Penalty: 4293.159180
	Iteration 16Q: 3 clusters Score -887874.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -887898.562500 Penalty: 4293.159180
	Iteration 17Q: 3 clusters Score -887898.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -887919.000000 Penalty: 4293.159180
	Iteration 18Q: 3 clusters Score -887919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -887940.250000 Penalty: 4293.159180
	Iteration 19Q: 3 clusters Score -887940.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -887958.562500 Penalty: 4293.159180
	Iteration 20F: 3 clusters Score -887958.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -887981.062500 Penalty: 4293.159180
	Iteration 21Q: 3 clusters Score -887981.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -888000.500000 Penalty: 4293.159180
	Iteration 22Q: 3 clusters Score -888000.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -888018.812500 Penalty: 4293.159180
	Iteration 23Q: 3 clusters Score -888018.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -888039.062500 Penalty: 4293.159180
	Iteration 24Q: 3 clusters Score -888039.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -888064.437500 Penalty: 4293.159180
	Iteration 25Q: 3 clusters Score -888064.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -888092.812500 Penalty: 4293.159180
	Iteration 26Q: 3 clusters Score -888092.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -888125.625000 Penalty: 4293.159180
	Iteration 27Q: 3 clusters Score -888125.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -888164.375000 Penalty: 4293.159180
	Iteration 28Q: 3 clusters Score -888164.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -888200.000000 Penalty: 4293.159180
	Iteration 29Q: 3 clusters Score -888200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -888240.875000 Penalty: 4293.159180
	Iteration 30Q: 3 clusters Score -888240.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -888283.250000 Penalty: 4293.159180
	Iteration 31Q: 3 clusters Score -888283.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -888329.312500 Penalty: 4293.159180
	Iteration 32Q: 3 clusters Score -888329.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -888368.437500 Penalty: 4293.159180
	Iteration 33Q: 3 clusters Score -888368.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -888411.062500 Penalty: 4293.159180
	Iteration 34Q: 3 clusters Score -888411.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -888451.250000 Penalty: 4293.159180
	Iteration 35Q: 3 clusters Score -888451.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -888497.812500 Penalty: 4293.159180
	Iteration 36Q: 3 clusters Score -888497.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -888534.812500 Penalty: 4293.159180
	Iteration 37Q: 3 clusters Score -888534.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -888563.687500 Penalty: 4293.159180
	Iteration 38Q: 3 clusters Score -888563.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -888578.875000 Penalty: 4293.159180
	Iteration 39Q: 3 clusters Score -888578.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -888592.875000 Penalty: 4293.159180
	Iteration 40F: 3 clusters Score -888592.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -888604.937500 Penalty: 4293.159180
	Iteration 41Q: 3 clusters Score -888604.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -888612.750000 Penalty: 4293.159180
	Iteration 42Q: 3 clusters Score -888612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -888624.500000 Penalty: 4293.159180
	Iteration 43Q: 3 clusters Score -888624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -888630.937500 Penalty: 4293.159180
	Iteration 44Q: 3 clusters Score -888630.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -888635.750000 Penalty: 4293.159180
	Iteration 45Q: 3 clusters Score -888635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -888639.625000 Penalty: 4293.159180
	Iteration 46Q: 3 clusters Score -888639.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -888645.437500 Penalty: 4293.159180
	Iteration 47Q: 3 clusters Score -888645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -888649.187500 Penalty: 4293.159180
	Iteration 48Q: 3 clusters Score -888649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -888651.562500 Penalty: 4293.159180
	Iteration 49Q: 3 clusters Score -888651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -888651.375000 Penalty: 4293.159180
	Iteration 50Q: 3 clusters Score -888651.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -888650.312500 Penalty: 4293.159180
	Iteration 51Q: 3 clusters Score -888650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -888651.437500 Penalty: 4293.159180
	Iteration 52Q: 3 clusters Score -888651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -888652.875000 Penalty: 4293.159180
	Iteration 53Q: 3 clusters Score -888652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -888653.062500 Penalty: 4293.159180
	Iteration 54Q: 3 clusters Score -888653.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -888653.437500 Penalty: 4293.159180
	Iteration 55Q: 3 clusters Score -888653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -888655.687500 Penalty: 4293.159180
	Iteration 56Q: 3 clusters Score -888655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -888656.250000 Penalty: 4293.159180
	Iteration 57Q: 3 clusters Score -888656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -888658.250000 Penalty: 4293.159180
	Iteration 58Q: 3 clusters Score -888658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -888660.000000 Penalty: 4293.159180
	Iteration 59Q: 3 clusters Score -888660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -888662.000000 Penalty: 4293.159180
	Iteration 60F: 3 clusters Score -888662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -888662.500000 Penalty: 4293.159180
	Iteration 61Q: 3 clusters Score -888662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -888663.750000 Penalty: 4293.159180
	Iteration 62Q: 3 clusters Score -888663.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -888666.562500 Penalty: 4293.159180
	Iteration 63Q: 3 clusters Score -888666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -888665.875000 Penalty: 4293.159180
	Iteration 64Q: 3 clusters Score -888665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -888666.000000 Penalty: 4293.159180
	Iteration 65Q: 3 clusters Score -888666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -888664.937500 Penalty: 4293.159180
	Iteration 66Q: 3 clusters Score -888664.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -888664.937500 Penalty: 4293.159180
	Iteration 67F: 3 clusters Score -888664.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -34556.246094 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -34556.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33369.039062 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -33369.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33497.546875 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -33497.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33556.511719 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -33556.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33593.089844 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -33593.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33636.726562 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -33636.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33663.281250 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -33663.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33717.734375 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -33717.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33774.871094 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -33774.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33788.761719 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -33788.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33791.277344 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -33791.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33791.277344 Penalty: 2778.651123
	Iteration 10F: 3 clusters Score -33791.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -204144.671875 Penalty: 1790.834106
	Iteration 0F: 2 clusters Score -204144.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201909.671875 Penalty: 3581.668213
	Iteration 0F: 3 clusters Score -201909.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -202254.578125 Penalty: 3581.668213
	Iteration 1F: 3 clusters Score -202254.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -202358.609375 Penalty: 3581.668213
	Iteration 2F: 3 clusters Score -202358.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -202407.484375 Penalty: 3581.668213
	Iteration 3Q: 3 clusters Score -202407.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -202445.281250 Penalty: 3581.668213
	Iteration 4Q: 3 clusters Score -202445.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -202476.234375 Penalty: 3581.668213
	Iteration 5Q: 3 clusters Score -202476.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -202492.546875 Penalty: 3581.668213
	Iteration 6Q: 3 clusters Score -202492.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -202502.890625 Penalty: 3581.668213
	Iteration 7Q: 3 clusters Score -202502.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -202515.703125 Penalty: 3581.668213
	Iteration 8Q: 3 clusters Score -202515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -202530.625000 Penalty: 3581.668213
	Iteration 9Q: 3 clusters Score -202530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -202538.281250 Penalty: 3581.668213
	Iteration 10Q: 3 clusters Score -202538.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -202543.828125 Penalty: 3581.668213
	Iteration 11Q: 3 clusters Score -202543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -202550.015625 Penalty: 3581.668213
	Iteration 12Q: 3 clusters Score -202550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -202554.531250 Penalty: 3581.668213
	Iteration 13Q: 3 clusters Score -202554.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -202561.390625 Penalty: 3581.668213
	Iteration 14Q: 3 clusters Score -202561.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -202566.296875 Penalty: 3581.668213
	Iteration 15Q: 3 clusters Score -202566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -202568.906250 Penalty: 3581.668213
	Iteration 16Q: 3 clusters Score -202568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -202569.453125 Penalty: 3581.668213
	Iteration 17Q: 3 clusters Score -202569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -202569.453125 Penalty: 3581.668213
	Iteration 18F: 3 clusters Score -202569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -288998.937500 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -288998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -286473.312500 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -286473.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -286890.593750 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -286890.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -286996.375000 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -286996.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -287046.656250 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -287046.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -287071.125000 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -287071.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -287085.593750 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -287085.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -287099.750000 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -287099.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -287110.093750 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -287110.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -287118.906250 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -287118.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -287124.906250 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -287124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -287127.218750 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -287127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -287128.656250 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -287128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287129.875000 Penalty: 3724.358398
	Iteration 12Q: 3 clusters Score -287129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287131.437500 Penalty: 3724.358398
	Iteration 13Q: 3 clusters Score -287131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -287131.906250 Penalty: 3724.358398
	Iteration 14Q: 3 clusters Score -287131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -287132.937500 Penalty: 3724.358398
	Iteration 15Q: 3 clusters Score -287132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287134.937500 Penalty: 3724.358398
	Iteration 16Q: 3 clusters Score -287134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -287136.406250 Penalty: 3724.358398
	Iteration 17Q: 3 clusters Score -287136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -287139.906250 Penalty: 3724.358398
	Iteration 18Q: 3 clusters Score -287139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -287142.156250 Penalty: 3724.358398
	Iteration 19Q: 3 clusters Score -287142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -287142.250000 Penalty: 3724.358398
	Iteration 20F: 3 clusters Score -287142.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -112075.242188 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -112075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110333.570312 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -110333.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110630.664062 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -110630.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110731.710938 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -110731.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -110829.460938 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -110829.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -110942.578125 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -110942.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -111009.601562 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -111009.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111066.398438 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -111066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111108.281250 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -111108.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111139.492188 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -111139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111161.953125 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -111162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111175.578125 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -111175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -111191.179688 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -111191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -111197.640625 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -111197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111208.867188 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -111208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111216.937500 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -111216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -111222.476562 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -111222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111229.101562 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -111229.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111236.375000 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -111236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -111242.734375 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -111242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111253.367188 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -111253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -111256.992188 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -111257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111263.765625 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -111263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111275.875000 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -111275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111292.351562 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -111292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111310.367188 Penalty: 3313.081299
	Iteration 24Q: 3 clusters Score -111310.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111323.062500 Penalty: 3313.081299
	Iteration 25Q: 3 clusters Score -111323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111348.468750 Penalty: 3313.081299
	Iteration 26Q: 3 clusters Score -111348.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -111392.695312 Penalty: 3313.081299
	Iteration 27Q: 3 clusters Score -111392.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -111404.765625 Penalty: 3313.081299
	Iteration 28Q: 3 clusters Score -111404.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -111423.382812 Penalty: 3313.081299
	Iteration 29Q: 3 clusters Score -111423.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -111437.148438 Penalty: 3313.081299
	Iteration 30Q: 3 clusters Score -111437.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -111454.273438 Penalty: 3313.081299
	Iteration 31Q: 3 clusters Score -111454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -111465.640625 Penalty: 3313.081299
	Iteration 32Q: 3 clusters Score -111465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -111475.281250 Penalty: 3313.081299
	Iteration 33Q: 3 clusters Score -111475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -111483.484375 Penalty: 3313.081299
	Iteration 34Q: 3 clusters Score -111483.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -111490.742188 Penalty: 3313.081299
	Iteration 35Q: 3 clusters Score -111490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -111509.234375 Penalty: 3313.081299
	Iteration 36Q: 3 clusters Score -111509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -111519.390625 Penalty: 3313.081299
	Iteration 37Q: 3 clusters Score -111519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -111530.750000 Penalty: 3313.081299
	Iteration 38Q: 3 clusters Score -111530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -111537.953125 Penalty: 3313.081299
	Iteration 39Q: 3 clusters Score -111538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -111540.453125 Penalty: 3313.081299
	Iteration 40F: 3 clusters Score -111540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -111549.164062 Penalty: 3313.081299
	Iteration 41Q: 3 clusters Score -111549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -111556.375000 Penalty: 3313.081299
	Iteration 42Q: 3 clusters Score -111556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -111565.781250 Penalty: 3313.081299
	Iteration 43Q: 3 clusters Score -111565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -111575.343750 Penalty: 3313.081299
	Iteration 44Q: 3 clusters Score -111575.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -111589.117188 Penalty: 3313.081299
	Iteration 45Q: 3 clusters Score -111589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111593.726562 Penalty: 3313.081299
	Iteration 46Q: 3 clusters Score -111593.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111608.562500 Penalty: 3313.081299
	Iteration 47Q: 3 clusters Score -111608.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111627.257812 Penalty: 3313.081299
	Iteration 48Q: 3 clusters Score -111627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111643.835938 Penalty: 3313.081299
	Iteration 49Q: 3 clusters Score -111643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111652.921875 Penalty: 3313.081299
	Iteration 50Q: 3 clusters Score -111652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111672.648438 Penalty: 3313.081299
	Iteration 51Q: 3 clusters Score -111672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111715.140625 Penalty: 3313.081299
	Iteration 52Q: 3 clusters Score -111715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111858.093750 Penalty: 3313.081299
	Iteration 53Q: 3 clusters Score -111858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111945.179688 Penalty: 3313.081299
	Iteration 54Q: 3 clusters Score -111945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111955.187500 Penalty: 3313.081299
	Iteration 55Q: 3 clusters Score -111955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111960.234375 Penalty: 3313.081299
	Iteration 56Q: 3 clusters Score -111960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111963.828125 Penalty: 3313.081299
	Iteration 57Q: 3 clusters Score -111963.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111963.828125 Penalty: 3313.081299
	Iteration 58F: 3 clusters Score -111963.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -100425.765625 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -100425.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -98731.539062 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -98731.54 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -99169.500000 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -99169.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99361.796875 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -99361.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -99499.734375 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -99499.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99636.375000 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -99636.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99762.507812 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -99762.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99831.164062 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -99831.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -99896.742188 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -99896.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99940.289062 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -99940.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -99975.085938 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -99975.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -99996.039062 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -99996.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100012.710938 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -100012.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100028.445312 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -100028.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100048.445312 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -100048.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100074.828125 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -100074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -100097.960938 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -100098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100118.320312 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -100118.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100133.343750 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -100133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100139.859375 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -100139.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100139.859375 Penalty: 3343.297607
	Iteration 19F: 3 clusters Score -100139.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -224375.828125 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -224375.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -222112.375000 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -222112.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -222438.062500 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -222438.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -222531.953125 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -222532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -222580.437500 Penalty: 3610.542236
	Iteration 3Q: 3 clusters Score -222580.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -222624.687500 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -222624.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -222650.343750 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -222650.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -222669.812500 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -222669.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -222682.437500 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -222682.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -222700.281250 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -222700.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -222719.265625 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -222719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -222735.453125 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -222735.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -222749.703125 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -222749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -222759.218750 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -222759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -222762.906250 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -222762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -222772.515625 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -222772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -222776.593750 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -222776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -222779.750000 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -222779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -222782.546875 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -222782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -222790.062500 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -222790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -222798.625000 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -222798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -222810.546875 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -222810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -222818.671875 Penalty: 3610.542236
	Iteration 21Q: 3 clusters Score -222818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -222822.812500 Penalty: 3610.542236
	Iteration 22Q: 3 clusters Score -222822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -222825.828125 Penalty: 3610.542236
	Iteration 23Q: 3 clusters Score -222825.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -222827.328125 Penalty: 3610.542236
	Iteration 24Q: 3 clusters Score -222827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -222830.125000 Penalty: 3610.542236
	Iteration 25Q: 3 clusters Score -222830.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -222832.062500 Penalty: 3610.542236
	Iteration 26Q: 3 clusters Score -222832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -222832.062500 Penalty: 3610.542236
	Iteration 27F: 3 clusters Score -222832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111523 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34899 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122884 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101430 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712752.000000 Penalty: 141235.390625
Iteration 319Q: 44 clusters Score -8.671275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111521 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122884 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101430 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5742 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712736.000000 Penalty: 141235.390625
Iteration 320F: 44 clusters Score -8.671274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111522 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122885 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101429 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712760.000000 Penalty: 141235.390625
Iteration 321Q: 44 clusters Score -8.671276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111522 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122887 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28847 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101427 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712760.000000 Penalty: 141235.390625
Iteration 322Q: 44 clusters Score -8.671276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111526 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122886 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28848 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101424 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712736.000000 Penalty: 141235.390625
Iteration 323Q: 44 clusters Score -8.671274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111529 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122885 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28849 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101421 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712752.000000 Penalty: 141235.390625
Iteration 324Q: 44 clusters Score -8.671275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111528 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122885 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28854 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712760.000000 Penalty: 141235.390625
Iteration 325Q: 44 clusters Score -8.671276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111526 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122885 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28857 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712784.000000 Penalty: 141235.390625
Iteration 326Q: 44 clusters Score -8.671278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111524 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122884 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5038 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28857 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101419 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712800.000000 Penalty: 141235.390625
Iteration 327Q: 44 clusters Score -8.67128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111525 members 
Mstep: Class 5 contains 224 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122886 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5037 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28856 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101417 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1368 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712776.000000 Penalty: 141235.390625
Iteration 328Q: 44 clusters Score -8.671278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111525 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122887 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5036 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28857 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101415 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712752.000000 Penalty: 141235.390625
Iteration 329Q: 44 clusters Score -8.671275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111530 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122888 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28861 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101408 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712744.000000 Penalty: 141235.390625
Iteration 330Q: 44 clusters Score -8.671274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111532 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122887 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28863 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101404 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712712.000000 Penalty: 141235.390625
Iteration 331Q: 44 clusters Score -8.671271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111536 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122887 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28864 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101399 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712720.000000 Penalty: 141235.390625
Iteration 332Q: 44 clusters Score -8.671272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111536 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122886 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28865 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101399 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712720.000000 Penalty: 141235.390625
Iteration 333Q: 44 clusters Score -8.671272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111538 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122883 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28870 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101395 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712720.000000 Penalty: 141235.390625
Iteration 334Q: 44 clusters Score -8.671272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111537 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122882 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101393 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24555 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712720.000000 Penalty: 141235.390625
Iteration 335Q: 44 clusters Score -8.671272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111536 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11377 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122880 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5034 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101394 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712696.000000 Penalty: 141235.390625
Iteration 336Q: 44 clusters Score -8.67127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111533 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29382 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122882 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28873 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101395 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712752.000000 Penalty: 141235.390625
Iteration 337Q: 44 clusters Score -8.671275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111533 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122882 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28872 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101397 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712736.000000 Penalty: 141235.390625
Iteration 338Q: 44 clusters Score -8.671274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111533 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122881 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101397 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712768.000000 Penalty: 141235.390625
Iteration 339Q: 44 clusters Score -8.671277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111534 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29379 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122879 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101398 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712760.000000 Penalty: 141235.390625
Iteration 340F: 44 clusters Score -8.671276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111534 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122878 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101398 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712776.000000 Penalty: 141235.390625
Iteration 341Q: 44 clusters Score -8.671278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111535 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122877 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101397 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712720.000000 Penalty: 141235.390625
Iteration 342Q: 44 clusters Score -8.671272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111535 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122878 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101396 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712712.000000 Penalty: 141235.390625
Iteration 343Q: 44 clusters Score -8.671271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111534 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122877 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101397 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712728.000000 Penalty: 141235.390625
Iteration 344Q: 44 clusters Score -8.671273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111531 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122876 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28875 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101400 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712728.000000 Penalty: 141235.390625
Iteration 345Q: 44 clusters Score -8.671273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111530 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122877 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101401 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712728.000000 Penalty: 141235.390625
Iteration 346Q: 44 clusters Score -8.671273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111529 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122878 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101401 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712728.000000 Penalty: 141235.390625
Iteration 347Q: 44 clusters Score -8.671273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111530 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122877 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101401 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712720.000000 Penalty: 141235.390625
Iteration 348Q: 44 clusters Score -8.671272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111528 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122878 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101402 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712728.000000 Penalty: 141235.390625
Iteration 349Q: 44 clusters Score -8.671273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111527 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122879 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101402 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712744.000000 Penalty: 141235.390625
Iteration 350Q: 44 clusters Score -8.671274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111528 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122878 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101402 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712736.000000 Penalty: 141235.390625
Iteration 351Q: 44 clusters Score -8.671274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111528 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122878 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101402 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 24554 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712736.000000 Penalty: 141235.390625
Iteration 352F: 44 clusters Score -8.671274e+07 nChanged 0
Entering ConstructFrom: 
Score: -86712736.000000 Penalty: 141235.390625
Entering ConstructFrom: 
Trying to split cluster 1 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -51753.296875 Penalty: 1500.333984
	Iteration 0F: 2 clusters Score -51753.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50415.914062 Penalty: 3000.667969
	Iteration 0F: 3 clusters Score -50415.91 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50739.292969 Penalty: 3000.667969
	Iteration 1F: 3 clusters Score -50739.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50969.136719 Penalty: 3000.667969
	Iteration 2F: 3 clusters Score -50969.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51156.785156 Penalty: 3000.667969
	Iteration 3F: 3 clusters Score -51156.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51272.652344 Penalty: 3000.667969
	Iteration 4Q: 3 clusters Score -51272.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51362.578125 Penalty: 3000.667969
	Iteration 5Q: 3 clusters Score -51362.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51367.906250 Penalty: 3000.667969
	Iteration 6Q: 3 clusters Score -51367.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51375.683594 Penalty: 3000.667969
	Iteration 7Q: 3 clusters Score -51375.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51382.531250 Penalty: 3000.667969
	Iteration 8Q: 3 clusters Score -51382.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51403.902344 Penalty: 3000.667969
	Iteration 9Q: 3 clusters Score -51403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -51427.601562 Penalty: 3000.667969
	Iteration 10Q: 3 clusters Score -51427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -51463.640625 Penalty: 3000.667969
	Iteration 11Q: 3 clusters Score -51463.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51473.796875 Penalty: 3000.667969
	Iteration 12Q: 3 clusters Score -51473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51479.148438 Penalty: 3000.667969
	Iteration 13Q: 3 clusters Score -51479.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51479.148438 Penalty: 3000.667969
	Iteration 14F: 3 clusters Score -51479.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Entering Unmasked Estep 
Score: -48853.609375 Penalty: 1441.904419
	Iteration 0F: 2 clusters Score -48853.61 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 179 members 
Entering Unmasked Estep 
Score: -47502.222656 Penalty: 2883.808838
	Iteration 0F: 3 clusters Score -47502.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47612.804688 Penalty: 2883.808838
	Iteration 1F: 3 clusters Score -47612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47670.437500 Penalty: 2883.808838
	Iteration 2Q: 3 clusters Score -47670.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47681.570312 Penalty: 2883.808838
	Iteration 3Q: 3 clusters Score -47681.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47694.933594 Penalty: 2883.808838
	Iteration 4Q: 3 clusters Score -47694.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47707.820312 Penalty: 2883.808838
	Iteration 5Q: 3 clusters Score -47707.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47709.535156 Penalty: 2883.808838
	Iteration 6Q: 3 clusters Score -47709.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47709.535156 Penalty: 2883.808838
	Iteration 7F: 3 clusters Score -47709.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -242392.546875 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -242392.5 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 872 members 
Entering Unmasked Estep 
Score: -240010.453125 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -240010.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -240439.390625 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -240439.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -240551.046875 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -240551 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -240632.078125 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -240632.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -240705.937500 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -240705.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -240755.828125 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -240755.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -240797.578125 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -240797.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -240828.281250 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -240828.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -240860.781250 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -240860.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -240900.562500 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -240900.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -240928.375000 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -240928.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -240955.468750 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -240955.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -240985.265625 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -240985.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -241024.687500 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -241024.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -241050.093750 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -241050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -241072.312500 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -241072.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -241087.437500 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -241087.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -241096.968750 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -241097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -241108.671875 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -241108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -241117.453125 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -241117.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -241131.515625 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -241131.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -241143.625000 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -241143.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -241161.312500 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -241161.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -241178.312500 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -241178.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -241209.296875 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -241209.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -241234.843750 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -241234.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -241261.562500 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -241261.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241274.781250 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -241274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -241285.859375 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -241285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -241296.765625 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -241296.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -241307.390625 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -241307.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -241312.859375 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -241312.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -241316.562500 Penalty: 3683.273193
	Iteration 32Q: 3 clusters Score -241316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -241320.953125 Penalty: 3683.273193
	Iteration 33Q: 3 clusters Score -241321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -241322.609375 Penalty: 3683.273193
	Iteration 34Q: 3 clusters Score -241322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -241323.484375 Penalty: 3683.273193
	Iteration 35Q: 3 clusters Score -241323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -241323.484375 Penalty: 3683.273193
	Iteration 36F: 3 clusters Score -241323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (111528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111528 members 
Entering Unmasked Estep 
Score: -17595012.000000 Penalty: 2882.263672
	Iteration 0F: 2 clusters Score -1.759501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -17523398.000000 Penalty: 5764.527344
	Iteration 0F: 3 clusters Score -1.75234e+07 nChanged 52988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -17554126.000000 Penalty: 5764.527344
	Iteration 1F: 3 clusters Score -1.755413e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -17555102.000000 Penalty: 5764.527344
	Iteration 2Q: 3 clusters Score -1.75551e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -17556158.000000 Penalty: 5764.527344
	Iteration 3Q: 3 clusters Score -1.755616e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -17557286.000000 Penalty: 5764.527344
	Iteration 4Q: 3 clusters Score -1.755729e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -17559112.000000 Penalty: 5764.527344
	Iteration 5Q: 3 clusters Score -1.755911e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -17561480.000000 Penalty: 5764.527344
	Iteration 6Q: 3 clusters Score -1.756148e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -17564944.000000 Penalty: 5764.527344
	Iteration 7F: 3 clusters Score -1.756494e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -17569872.000000 Penalty: 5764.527344
	Iteration 8F: 3 clusters Score -1.756987e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -17575588.000000 Penalty: 5764.527344
	Iteration 9F: 3 clusters Score -1.757559e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -17579390.000000 Penalty: 5764.527344
	Iteration 10F: 3 clusters Score -1.757939e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -17581228.000000 Penalty: 5764.527344
	Iteration 11Q: 3 clusters Score -1.758123e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -17582038.000000 Penalty: 5764.527344
	Iteration 12Q: 3 clusters Score -1.758204e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65206 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -17582776.000000 Penalty: 5764.527344
	Iteration 13Q: 3 clusters Score -1.758278e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -17583406.000000 Penalty: 5764.527344
	Iteration 14Q: 3 clusters Score -1.758341e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65787 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -17583838.000000 Penalty: 5764.527344
	Iteration 15Q: 3 clusters Score -1.758384e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -17584444.000000 Penalty: 5764.527344
	Iteration 16Q: 3 clusters Score -1.758444e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -17584952.000000 Penalty: 5764.527344
	Iteration 17Q: 3 clusters Score -1.758495e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -17585394.000000 Penalty: 5764.527344
	Iteration 18Q: 3 clusters Score -1.758539e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -17585948.000000 Penalty: 5764.527344
	Iteration 19Q: 3 clusters Score -1.758595e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -17586330.000000 Penalty: 5764.527344
	Iteration 20F: 3 clusters Score -1.758633e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -17586618.000000 Penalty: 5764.527344
	Iteration 21Q: 3 clusters Score -1.758662e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -17586890.000000 Penalty: 5764.527344
	Iteration 22Q: 3 clusters Score -1.758689e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -17587092.000000 Penalty: 5764.527344
	Iteration 23Q: 3 clusters Score -1.758709e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -17587290.000000 Penalty: 5764.527344
	Iteration 24Q: 3 clusters Score -1.758729e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -17587444.000000 Penalty: 5764.527344
	Iteration 25Q: 3 clusters Score -1.758744e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -17587524.000000 Penalty: 5764.527344
	Iteration 26Q: 3 clusters Score -1.758752e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -17587730.000000 Penalty: 5764.527344
	Iteration 27Q: 3 clusters Score -1.758773e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -17587938.000000 Penalty: 5764.527344
	Iteration 28Q: 3 clusters Score -1.758794e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -17588006.000000 Penalty: 5764.527344
	Iteration 29Q: 3 clusters Score -1.758801e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69130 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -17588086.000000 Penalty: 5764.527344
	Iteration 30Q: 3 clusters Score -1.758809e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -17588176.000000 Penalty: 5764.527344
	Iteration 31Q: 3 clusters Score -1.758818e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -17588160.000000 Penalty: 5764.527344
	Iteration 32Q: 3 clusters Score -1.758816e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -17588186.000000 Penalty: 5764.527344
	Iteration 33Q: 3 clusters Score -1.758819e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -17588278.000000 Penalty: 5764.527344
	Iteration 34Q: 3 clusters Score -1.758828e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -17588284.000000 Penalty: 5764.527344
	Iteration 35Q: 3 clusters Score -1.758828e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -17588280.000000 Penalty: 5764.527344
	Iteration 36Q: 3 clusters Score -1.758828e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69146 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -17588280.000000 Penalty: 5764.527344
	Iteration 37Q: 3 clusters Score -1.758828e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69128 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -17588314.000000 Penalty: 5764.527344
	Iteration 38Q: 3 clusters Score -1.758831e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -17588354.000000 Penalty: 5764.527344
	Iteration 39Q: 3 clusters Score -1.758835e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69122 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -17588366.000000 Penalty: 5764.527344
	Iteration 40F: 3 clusters Score -1.758837e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -17588398.000000 Penalty: 5764.527344
	Iteration 41Q: 3 clusters Score -1.75884e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -17588404.000000 Penalty: 5764.527344
	Iteration 42Q: 3 clusters Score -1.75884e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -17588396.000000 Penalty: 5764.527344
	Iteration 43Q: 3 clusters Score -1.75884e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69034 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -17588396.000000 Penalty: 5764.527344
	Iteration 44Q: 3 clusters Score -1.75884e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69002 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -17588404.000000 Penalty: 5764.527344
	Iteration 45Q: 3 clusters Score -1.75884e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68961 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -17588436.000000 Penalty: 5764.527344
	Iteration 46Q: 3 clusters Score -1.758844e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -17588458.000000 Penalty: 5764.527344
	Iteration 47Q: 3 clusters Score -1.758846e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -17588464.000000 Penalty: 5764.527344
	Iteration 48Q: 3 clusters Score -1.758846e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -17588442.000000 Penalty: 5764.527344
	Iteration 49Q: 3 clusters Score -1.758844e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68796 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -17588450.000000 Penalty: 5764.527344
	Iteration 50Q: 3 clusters Score -1.758845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -17588452.000000 Penalty: 5764.527344
	Iteration 51Q: 3 clusters Score -1.758845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -17588434.000000 Penalty: 5764.527344
	Iteration 52Q: 3 clusters Score -1.758843e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -17588424.000000 Penalty: 5764.527344
	Iteration 53Q: 3 clusters Score -1.758842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -17588428.000000 Penalty: 5764.527344
	Iteration 54Q: 3 clusters Score -1.758843e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -17588440.000000 Penalty: 5764.527344
	Iteration 55Q: 3 clusters Score -1.758844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -17588440.000000 Penalty: 5764.527344
	Iteration 56Q: 3 clusters Score -1.758844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -17588454.000000 Penalty: 5764.527344
	Iteration 57Q: 3 clusters Score -1.758845e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -17588436.000000 Penalty: 5764.527344
	Iteration 58Q: 3 clusters Score -1.758844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -17588434.000000 Penalty: 5764.527344
	Iteration 59Q: 3 clusters Score -1.758843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -17588432.000000 Penalty: 5764.527344
	Iteration 60F: 3 clusters Score -1.758843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -17588432.000000 Penalty: 5764.527344
	Iteration 61Q: 3 clusters Score -1.758843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -17588412.000000 Penalty: 5764.527344
	Iteration 62Q: 3 clusters Score -1.758841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -17588404.000000 Penalty: 5764.527344
	Iteration 63Q: 3 clusters Score -1.75884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -17588414.000000 Penalty: 5764.527344
	Iteration 64Q: 3 clusters Score -1.758841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68553 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -17588400.000000 Penalty: 5764.527344
	Iteration 65Q: 3 clusters Score -1.75884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -17588432.000000 Penalty: 5764.527344
	Iteration 66Q: 3 clusters Score -1.758843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -17588416.000000 Penalty: 5764.527344
	Iteration 67Q: 3 clusters Score -1.758842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -17588418.000000 Penalty: 5764.527344
	Iteration 68Q: 3 clusters Score -1.758842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -17588394.000000 Penalty: 5764.527344
	Iteration 69Q: 3 clusters Score -1.758839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68536 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -17588414.000000 Penalty: 5764.527344
	Iteration 70Q: 3 clusters Score -1.758841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -17588420.000000 Penalty: 5764.527344
	Iteration 71Q: 3 clusters Score -1.758842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68516 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -17588426.000000 Penalty: 5764.527344
	Iteration 72Q: 3 clusters Score -1.758843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -17588416.000000 Penalty: 5764.527344
	Iteration 73Q: 3 clusters Score -1.758842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -17588430.000000 Penalty: 5764.527344
	Iteration 74Q: 3 clusters Score -1.758843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -17588444.000000 Penalty: 5764.527344
	Iteration 75Q: 3 clusters Score -1.758844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -17588432.000000 Penalty: 5764.527344
	Iteration 76Q: 3 clusters Score -1.758843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -17588426.000000 Penalty: 5764.527344
	Iteration 77Q: 3 clusters Score -1.758843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -17588430.000000 Penalty: 5764.527344
	Iteration 78Q: 3 clusters Score -1.758843e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -17588414.000000 Penalty: 5764.527344
	Iteration 79Q: 3 clusters Score -1.758841e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68321 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -17588384.000000 Penalty: 5764.527344
	Iteration 80F: 3 clusters Score -1.758838e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -17588404.000000 Penalty: 5764.527344
	Iteration 81Q: 3 clusters Score -1.75884e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -17588416.000000 Penalty: 5764.527344
	Iteration 82Q: 3 clusters Score -1.758842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -17588408.000000 Penalty: 5764.527344
	Iteration 83Q: 3 clusters Score -1.758841e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -17588418.000000 Penalty: 5764.527344
	Iteration 84Q: 3 clusters Score -1.758842e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68160 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -17588400.000000 Penalty: 5764.527344
	Iteration 85Q: 3 clusters Score -1.75884e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68116 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -17588420.000000 Penalty: 5764.527344
	Iteration 86Q: 3 clusters Score -1.758842e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -17588416.000000 Penalty: 5764.527344
	Iteration 87Q: 3 clusters Score -1.758842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -17588418.000000 Penalty: 5764.527344
	Iteration 88Q: 3 clusters Score -1.758842e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -17588394.000000 Penalty: 5764.527344
	Iteration 89Q: 3 clusters Score -1.758839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -17588408.000000 Penalty: 5764.527344
	Iteration 90Q: 3 clusters Score -1.758841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -17588402.000000 Penalty: 5764.527344
	Iteration 91Q: 3 clusters Score -1.75884e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -17588398.000000 Penalty: 5764.527344
	Iteration 92Q: 3 clusters Score -1.75884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -17588390.000000 Penalty: 5764.527344
	Iteration 93Q: 3 clusters Score -1.758839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -17588402.000000 Penalty: 5764.527344
	Iteration 94Q: 3 clusters Score -1.75884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -17588402.000000 Penalty: 5764.527344
	Iteration 95Q: 3 clusters Score -1.75884e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -17588374.000000 Penalty: 5764.527344
	Iteration 96Q: 3 clusters Score -1.758837e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67804 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -17588378.000000 Penalty: 5764.527344
	Iteration 97Q: 3 clusters Score -1.758838e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -17588378.000000 Penalty: 5764.527344
	Iteration 98Q: 3 clusters Score -1.758838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67754 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -17588374.000000 Penalty: 5764.527344
	Iteration 99Q: 3 clusters Score -1.758837e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -17588364.000000 Penalty: 5764.527344
	Iteration 100F: 3 clusters Score -1.758836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67706 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -17588380.000000 Penalty: 5764.527344
	Iteration 101Q: 3 clusters Score -1.758838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -17588382.000000 Penalty: 5764.527344
	Iteration 102Q: 3 clusters Score -1.758838e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -17588356.000000 Penalty: 5764.527344
	Iteration 103Q: 3 clusters Score -1.758836e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -17588364.000000 Penalty: 5764.527344
	Iteration 104Q: 3 clusters Score -1.758836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -17588372.000000 Penalty: 5764.527344
	Iteration 105Q: 3 clusters Score -1.758837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67533 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -17588390.000000 Penalty: 5764.527344
	Iteration 106Q: 3 clusters Score -1.758839e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -17588392.000000 Penalty: 5764.527344
	Iteration 107Q: 3 clusters Score -1.758839e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -17588372.000000 Penalty: 5764.527344
	Iteration 108Q: 3 clusters Score -1.758837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -17588384.000000 Penalty: 5764.527344
	Iteration 109Q: 3 clusters Score -1.758838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -17588392.000000 Penalty: 5764.527344
	Iteration 110Q: 3 clusters Score -1.758839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -17588372.000000 Penalty: 5764.527344
	Iteration 111Q: 3 clusters Score -1.758837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -17588346.000000 Penalty: 5764.527344
	Iteration 112Q: 3 clusters Score -1.758835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -17588340.000000 Penalty: 5764.527344
	Iteration 113Q: 3 clusters Score -1.758834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -17588340.000000 Penalty: 5764.527344
	Iteration 114Q: 3 clusters Score -1.758834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -17588344.000000 Penalty: 5764.527344
	Iteration 115Q: 3 clusters Score -1.758834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67256 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -17588338.000000 Penalty: 5764.527344
	Iteration 116Q: 3 clusters Score -1.758834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -17588318.000000 Penalty: 5764.527344
	Iteration 117Q: 3 clusters Score -1.758832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -17588324.000000 Penalty: 5764.527344
	Iteration 118Q: 3 clusters Score -1.758832e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -17588310.000000 Penalty: 5764.527344
	Iteration 119Q: 3 clusters Score -1.758831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -17588296.000000 Penalty: 5764.527344
	Iteration 120F: 3 clusters Score -1.75883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -17588292.000000 Penalty: 5764.527344
	Iteration 121Q: 3 clusters Score -1.758829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -17588286.000000 Penalty: 5764.527344
	Iteration 122Q: 3 clusters Score -1.758829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -17588278.000000 Penalty: 5764.527344
	Iteration 123Q: 3 clusters Score -1.758828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -17588286.000000 Penalty: 5764.527344
	Iteration 124Q: 3 clusters Score -1.758829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -17588310.000000 Penalty: 5764.527344
	Iteration 125Q: 3 clusters Score -1.758831e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67056 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -17588278.000000 Penalty: 5764.527344
	Iteration 126Q: 3 clusters Score -1.758828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -17588274.000000 Penalty: 5764.527344
	Iteration 127Q: 3 clusters Score -1.758827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -17588282.000000 Penalty: 5764.527344
	Iteration 128Q: 3 clusters Score -1.758828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -17588296.000000 Penalty: 5764.527344
	Iteration 129Q: 3 clusters Score -1.75883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -17588288.000000 Penalty: 5764.527344
	Iteration 130Q: 3 clusters Score -1.758829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67015 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -17588304.000000 Penalty: 5764.527344
	Iteration 131Q: 3 clusters Score -1.75883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -17588296.000000 Penalty: 5764.527344
	Iteration 132Q: 3 clusters Score -1.75883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -17588304.000000 Penalty: 5764.527344
	Iteration 133Q: 3 clusters Score -1.75883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -17588306.000000 Penalty: 5764.527344
	Iteration 134Q: 3 clusters Score -1.758831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66998 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -17588308.000000 Penalty: 5764.527344
	Iteration 135Q: 3 clusters Score -1.758831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66991 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -17588314.000000 Penalty: 5764.527344
	Iteration 136Q: 3 clusters Score -1.758831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -17588292.000000 Penalty: 5764.527344
	Iteration 137Q: 3 clusters Score -1.758829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66973 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -17588298.000000 Penalty: 5764.527344
	Iteration 138Q: 3 clusters Score -1.75883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -17588306.000000 Penalty: 5764.527344
	Iteration 139Q: 3 clusters Score -1.758831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66946 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -17588300.000000 Penalty: 5764.527344
	Iteration 140F: 3 clusters Score -1.75883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -17588306.000000 Penalty: 5764.527344
	Iteration 141Q: 3 clusters Score -1.758831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -17588274.000000 Penalty: 5764.527344
	Iteration 142Q: 3 clusters Score -1.758827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -17588252.000000 Penalty: 5764.527344
	Iteration 143Q: 3 clusters Score -1.758825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -17588244.000000 Penalty: 5764.527344
	Iteration 144Q: 3 clusters Score -1.758824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -17588246.000000 Penalty: 5764.527344
	Iteration 145Q: 3 clusters Score -1.758825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -17588250.000000 Penalty: 5764.527344
	Iteration 146Q: 3 clusters Score -1.758825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -17588242.000000 Penalty: 5764.527344
	Iteration 147Q: 3 clusters Score -1.758824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -17588242.000000 Penalty: 5764.527344
	Iteration 148Q: 3 clusters Score -1.758824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -17588244.000000 Penalty: 5764.527344
	Iteration 149Q: 3 clusters Score -1.758824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -17588240.000000 Penalty: 5764.527344
	Iteration 150Q: 3 clusters Score -1.758824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -17588248.000000 Penalty: 5764.527344
	Iteration 151Q: 3 clusters Score -1.758825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -17588238.000000 Penalty: 5764.527344
	Iteration 152Q: 3 clusters Score -1.758824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -17588246.000000 Penalty: 5764.527344
	Iteration 153Q: 3 clusters Score -1.758825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -17588244.000000 Penalty: 5764.527344
	Iteration 154Q: 3 clusters Score -1.758824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -17588252.000000 Penalty: 5764.527344
	Iteration 155Q: 3 clusters Score -1.758825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -17588250.000000 Penalty: 5764.527344
	Iteration 156Q: 3 clusters Score -1.758825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -17588244.000000 Penalty: 5764.527344
	Iteration 157Q: 3 clusters Score -1.758824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66803 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -17588256.000000 Penalty: 5764.527344
	Iteration 158Q: 3 clusters Score -1.758826e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -17588246.000000 Penalty: 5764.527344
	Iteration 159Q: 3 clusters Score -1.758825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -17588254.000000 Penalty: 5764.527344
	Iteration 160F: 3 clusters Score -1.758825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -17588230.000000 Penalty: 5764.527344
	Iteration 161Q: 3 clusters Score -1.758823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -17588228.000000 Penalty: 5764.527344
	Iteration 162Q: 3 clusters Score -1.758823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66727 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -17588230.000000 Penalty: 5764.527344
	Iteration 163Q: 3 clusters Score -1.758823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -17588248.000000 Penalty: 5764.527344
	Iteration 164Q: 3 clusters Score -1.758825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -17588248.000000 Penalty: 5764.527344
	Iteration 165Q: 3 clusters Score -1.758825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -17588250.000000 Penalty: 5764.527344
	Iteration 166Q: 3 clusters Score -1.758825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -17588228.000000 Penalty: 5764.527344
	Iteration 167Q: 3 clusters Score -1.758823e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -17588226.000000 Penalty: 5764.527344
	Iteration 168Q: 3 clusters Score -1.758823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -17588224.000000 Penalty: 5764.527344
	Iteration 169Q: 3 clusters Score -1.758822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -17588222.000000 Penalty: 5764.527344
	Iteration 170Q: 3 clusters Score -1.758822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -17588224.000000 Penalty: 5764.527344
	Iteration 171Q: 3 clusters Score -1.758822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -17588210.000000 Penalty: 5764.527344
	Iteration 172Q: 3 clusters Score -1.758821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -17588230.000000 Penalty: 5764.527344
	Iteration 173Q: 3 clusters Score -1.758823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -17588218.000000 Penalty: 5764.527344
	Iteration 174Q: 3 clusters Score -1.758822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -17588234.000000 Penalty: 5764.527344
	Iteration 175Q: 3 clusters Score -1.758823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -17588224.000000 Penalty: 5764.527344
	Iteration 176Q: 3 clusters Score -1.758822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -17588232.000000 Penalty: 5764.527344
	Iteration 177Q: 3 clusters Score -1.758823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -17588228.000000 Penalty: 5764.527344
	Iteration 178Q: 3 clusters Score -1.758823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66477 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -17588222.000000 Penalty: 5764.527344
	Iteration 179Q: 3 clusters Score -1.758822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -17588230.000000 Penalty: 5764.527344
	Iteration 180F: 3 clusters Score -1.758823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66464 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -17588238.000000 Penalty: 5764.527344
	Iteration 181Q: 3 clusters Score -1.758824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -17588234.000000 Penalty: 5764.527344
	Iteration 182Q: 3 clusters Score -1.758823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66449 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -17588218.000000 Penalty: 5764.527344
	Iteration 183Q: 3 clusters Score -1.758822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -17588220.000000 Penalty: 5764.527344
	Iteration 184Q: 3 clusters Score -1.758822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -17588210.000000 Penalty: 5764.527344
	Iteration 185Q: 3 clusters Score -1.758821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -17588220.000000 Penalty: 5764.527344
	Iteration 186Q: 3 clusters Score -1.758822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -17588216.000000 Penalty: 5764.527344
	Iteration 187Q: 3 clusters Score -1.758822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66331 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -17588234.000000 Penalty: 5764.527344
	Iteration 188Q: 3 clusters Score -1.758823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -17588240.000000 Penalty: 5764.527344
	Iteration 189Q: 3 clusters Score -1.758824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -17588244.000000 Penalty: 5764.527344
	Iteration 190Q: 3 clusters Score -1.758824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -17588230.000000 Penalty: 5764.527344
	Iteration 191Q: 3 clusters Score -1.758823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -17588238.000000 Penalty: 5764.527344
	Iteration 192Q: 3 clusters Score -1.758824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66199 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -17588240.000000 Penalty: 5764.527344
	Iteration 193Q: 3 clusters Score -1.758824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -17588240.000000 Penalty: 5764.527344
	Iteration 194Q: 3 clusters Score -1.758824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -17588226.000000 Penalty: 5764.527344
	Iteration 195Q: 3 clusters Score -1.758823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -17588232.000000 Penalty: 5764.527344
	Iteration 196Q: 3 clusters Score -1.758823e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -17588218.000000 Penalty: 5764.527344
	Iteration 197Q: 3 clusters Score -1.758822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -17588192.000000 Penalty: 5764.527344
	Iteration 198Q: 3 clusters Score -1.758819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -17588204.000000 Penalty: 5764.527344
	Iteration 199Q: 3 clusters Score -1.75882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -17588216.000000 Penalty: 5764.527344
	Iteration 200F: 3 clusters Score -1.758822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -17588216.000000 Penalty: 5764.527344
	Iteration 201Q: 3 clusters Score -1.758822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -17588218.000000 Penalty: 5764.527344
	Iteration 202Q: 3 clusters Score -1.758822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -17588220.000000 Penalty: 5764.527344
	Iteration 203Q: 3 clusters Score -1.758822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -17588202.000000 Penalty: 5764.527344
	Iteration 204Q: 3 clusters Score -1.75882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -17588226.000000 Penalty: 5764.527344
	Iteration 205Q: 3 clusters Score -1.758823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -17588210.000000 Penalty: 5764.527344
	Iteration 206Q: 3 clusters Score -1.758821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -17588214.000000 Penalty: 5764.527344
	Iteration 207Q: 3 clusters Score -1.758821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -17588234.000000 Penalty: 5764.527344
	Iteration 208Q: 3 clusters Score -1.758823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -17588238.000000 Penalty: 5764.527344
	Iteration 209Q: 3 clusters Score -1.758824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -17588208.000000 Penalty: 5764.527344
	Iteration 210Q: 3 clusters Score -1.758821e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -17588202.000000 Penalty: 5764.527344
	Iteration 211Q: 3 clusters Score -1.75882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -17588192.000000 Penalty: 5764.527344
	Iteration 212Q: 3 clusters Score -1.758819e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -17588190.000000 Penalty: 5764.527344
	Iteration 213Q: 3 clusters Score -1.758819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -17588206.000000 Penalty: 5764.527344
	Iteration 214Q: 3 clusters Score -1.758821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -17588202.000000 Penalty: 5764.527344
	Iteration 215Q: 3 clusters Score -1.75882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -17588200.000000 Penalty: 5764.527344
	Iteration 216Q: 3 clusters Score -1.75882e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -17588194.000000 Penalty: 5764.527344
	Iteration 217Q: 3 clusters Score -1.758819e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -17588176.000000 Penalty: 5764.527344
	Iteration 218Q: 3 clusters Score -1.758818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -17588186.000000 Penalty: 5764.527344
	Iteration 219Q: 3 clusters Score -1.758819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -17588192.000000 Penalty: 5764.527344
	Iteration 220F: 3 clusters Score -1.758819e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -17588188.000000 Penalty: 5764.527344
	Iteration 221Q: 3 clusters Score -1.758819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -17588174.000000 Penalty: 5764.527344
	Iteration 222Q: 3 clusters Score -1.758817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65647 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -17588166.000000 Penalty: 5764.527344
	Iteration 223Q: 3 clusters Score -1.758817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -17588144.000000 Penalty: 5764.527344
	Iteration 224Q: 3 clusters Score -1.758814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -17588120.000000 Penalty: 5764.527344
	Iteration 225Q: 3 clusters Score -1.758812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -17588130.000000 Penalty: 5764.527344
	Iteration 226Q: 3 clusters Score -1.758813e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65479 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -17588158.000000 Penalty: 5764.527344
	Iteration 227Q: 3 clusters Score -1.758816e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65443 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -17588134.000000 Penalty: 5764.527344
	Iteration 228Q: 3 clusters Score -1.758813e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -17588114.000000 Penalty: 5764.527344
	Iteration 229Q: 3 clusters Score -1.758811e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -17588126.000000 Penalty: 5764.527344
	Iteration 230Q: 3 clusters Score -1.758813e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -17588118.000000 Penalty: 5764.527344
	Iteration 231Q: 3 clusters Score -1.758812e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -17588104.000000 Penalty: 5764.527344
	Iteration 232Q: 3 clusters Score -1.75881e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -17588098.000000 Penalty: 5764.527344
	Iteration 233Q: 3 clusters Score -1.75881e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -17588092.000000 Penalty: 5764.527344
	Iteration 234Q: 3 clusters Score -1.758809e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -17588100.000000 Penalty: 5764.527344
	Iteration 235Q: 3 clusters Score -1.75881e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -17588078.000000 Penalty: 5764.527344
	Iteration 236Q: 3 clusters Score -1.758808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -17588098.000000 Penalty: 5764.527344
	Iteration 237Q: 3 clusters Score -1.75881e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -17588082.000000 Penalty: 5764.527344
	Iteration 238Q: 3 clusters Score -1.758808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -17588070.000000 Penalty: 5764.527344
	Iteration 239Q: 3 clusters Score -1.758807e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64906 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -17588086.000000 Penalty: 5764.527344
	Iteration 240F: 3 clusters Score -1.758809e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -17588068.000000 Penalty: 5764.527344
	Iteration 241Q: 3 clusters Score -1.758807e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64840 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -17588062.000000 Penalty: 5764.527344
	Iteration 242Q: 3 clusters Score -1.758806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -17588084.000000 Penalty: 5764.527344
	Iteration 243Q: 3 clusters Score -1.758808e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -17588074.000000 Penalty: 5764.527344
	Iteration 244Q: 3 clusters Score -1.758807e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -17588074.000000 Penalty: 5764.527344
	Iteration 245Q: 3 clusters Score -1.758807e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -17588086.000000 Penalty: 5764.527344
	Iteration 246Q: 3 clusters Score -1.758809e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -17588072.000000 Penalty: 5764.527344
	Iteration 247Q: 3 clusters Score -1.758807e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -17588088.000000 Penalty: 5764.527344
	Iteration 248Q: 3 clusters Score -1.758809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64491 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -17588106.000000 Penalty: 5764.527344
	Iteration 249Q: 3 clusters Score -1.758811e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -17588094.000000 Penalty: 5764.527344
	Iteration 250Q: 3 clusters Score -1.758809e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -17588092.000000 Penalty: 5764.527344
	Iteration 251Q: 3 clusters Score -1.758809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -17588104.000000 Penalty: 5764.527344
	Iteration 252Q: 3 clusters Score -1.75881e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64342 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -17588114.000000 Penalty: 5764.527344
	Iteration 253Q: 3 clusters Score -1.758811e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -17588080.000000 Penalty: 5764.527344
	Iteration 254Q: 3 clusters Score -1.758808e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -17588072.000000 Penalty: 5764.527344
	Iteration 255Q: 3 clusters Score -1.758807e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -17588080.000000 Penalty: 5764.527344
	Iteration 256Q: 3 clusters Score -1.758808e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -17588094.000000 Penalty: 5764.527344
	Iteration 257Q: 3 clusters Score -1.758809e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64126 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -17588114.000000 Penalty: 5764.527344
	Iteration 258Q: 3 clusters Score -1.758811e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -17588094.000000 Penalty: 5764.527344
	Iteration 259Q: 3 clusters Score -1.758809e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64041 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -17588068.000000 Penalty: 5764.527344
	Iteration 260F: 3 clusters Score -1.758807e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -17588072.000000 Penalty: 5764.527344
	Iteration 261Q: 3 clusters Score -1.758807e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -17588070.000000 Penalty: 5764.527344
	Iteration 262Q: 3 clusters Score -1.758807e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -17588064.000000 Penalty: 5764.527344
	Iteration 263Q: 3 clusters Score -1.758806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63900 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -17588068.000000 Penalty: 5764.527344
	Iteration 264Q: 3 clusters Score -1.758807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -17588064.000000 Penalty: 5764.527344
	Iteration 265Q: 3 clusters Score -1.758806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63879 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -17588072.000000 Penalty: 5764.527344
	Iteration 266Q: 3 clusters Score -1.758807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -17588068.000000 Penalty: 5764.527344
	Iteration 267Q: 3 clusters Score -1.758807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -17588074.000000 Penalty: 5764.527344
	Iteration 268Q: 3 clusters Score -1.758807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -17588072.000000 Penalty: 5764.527344
	Iteration 269Q: 3 clusters Score -1.758807e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -17588078.000000 Penalty: 5764.527344
	Iteration 270Q: 3 clusters Score -1.758808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63812 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -17588084.000000 Penalty: 5764.527344
	Iteration 271Q: 3 clusters Score -1.758808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -17588082.000000 Penalty: 5764.527344
	Iteration 272Q: 3 clusters Score -1.758808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -17588076.000000 Penalty: 5764.527344
	Iteration 273Q: 3 clusters Score -1.758808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63755 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -17588062.000000 Penalty: 5764.527344
	Iteration 274Q: 3 clusters Score -1.758806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -17588068.000000 Penalty: 5764.527344
	Iteration 275Q: 3 clusters Score -1.758807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -17588086.000000 Penalty: 5764.527344
	Iteration 276Q: 3 clusters Score -1.758809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -17588076.000000 Penalty: 5764.527344
	Iteration 277Q: 3 clusters Score -1.758808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63707 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -17588084.000000 Penalty: 5764.527344
	Iteration 278Q: 3 clusters Score -1.758808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -17588076.000000 Penalty: 5764.527344
	Iteration 279Q: 3 clusters Score -1.758808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -17588084.000000 Penalty: 5764.527344
	Iteration 280F: 3 clusters Score -1.758808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63649 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -17588062.000000 Penalty: 5764.527344
	Iteration 281Q: 3 clusters Score -1.758806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -17588076.000000 Penalty: 5764.527344
	Iteration 282Q: 3 clusters Score -1.758808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -17588078.000000 Penalty: 5764.527344
	Iteration 283Q: 3 clusters Score -1.758808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -17588078.000000 Penalty: 5764.527344
	Iteration 284Q: 3 clusters Score -1.758808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63575 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -17588086.000000 Penalty: 5764.527344
	Iteration 285Q: 3 clusters Score -1.758809e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -17588078.000000 Penalty: 5764.527344
	Iteration 286Q: 3 clusters Score -1.758808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -17588096.000000 Penalty: 5764.527344
	Iteration 287Q: 3 clusters Score -1.75881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -17588096.000000 Penalty: 5764.527344
	Iteration 288Q: 3 clusters Score -1.75881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -17588090.000000 Penalty: 5764.527344
	Iteration 289Q: 3 clusters Score -1.758809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -17588084.000000 Penalty: 5764.527344
	Iteration 290Q: 3 clusters Score -1.758808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -17588088.000000 Penalty: 5764.527344
	Iteration 291Q: 3 clusters Score -1.758809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -17588086.000000 Penalty: 5764.527344
	Iteration 292Q: 3 clusters Score -1.758809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -17588076.000000 Penalty: 5764.527344
	Iteration 293Q: 3 clusters Score -1.758808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -17588078.000000 Penalty: 5764.527344
	Iteration 294Q: 3 clusters Score -1.758808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -17588074.000000 Penalty: 5764.527344
	Iteration 295Q: 3 clusters Score -1.758807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -17588072.000000 Penalty: 5764.527344
	Iteration 296Q: 3 clusters Score -1.758807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -17588072.000000 Penalty: 5764.527344
	Iteration 297F: 3 clusters Score -1.758807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -28292.111328 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -28292.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27306.324219 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -27306.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27697.974609 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -27697.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -27852.107422 Penalty: 2686.385742
	Iteration 2F: 3 clusters Score -27852.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -27932.248047 Penalty: 2686.385742
	Iteration 3F: 3 clusters Score -27932.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -27996.626953 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -27996.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -28003.755859 Penalty: 2686.385742
	Iteration 5Q: 3 clusters Score -28003.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -28003.755859 Penalty: 2686.385742
	Iteration 6F: 3 clusters Score -28003.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Entering Unmasked Estep 
Score: -5405401.000000 Penalty: 2594.140137
	Iteration 0F: 2 clusters Score -5405401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -5381599.500000 Penalty: 5188.280273
	Iteration 0F: 3 clusters Score -5381600 nChanged 15856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -5390355.000000 Penalty: 5188.280273
	Iteration 1F: 3 clusters Score -5390355 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5390860.500000 Penalty: 5188.280273
	Iteration 2Q: 3 clusters Score -5390860 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5391468.500000 Penalty: 5188.280273
	Iteration 3Q: 3 clusters Score -5391468 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -5392271.500000 Penalty: 5188.280273
	Iteration 4F: 3 clusters Score -5392272 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5393559.500000 Penalty: 5188.280273
	Iteration 5F: 3 clusters Score -5393560 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -5395183.500000 Penalty: 5188.280273
	Iteration 6F: 3 clusters Score -5395184 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5397092.500000 Penalty: 5188.280273
	Iteration 7F: 3 clusters Score -5397092 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -5398792.000000 Penalty: 5188.280273
	Iteration 8F: 3 clusters Score -5398792 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -5400293.500000 Penalty: 5188.280273
	Iteration 9F: 3 clusters Score -5400294 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -5401327.500000 Penalty: 5188.280273
	Iteration 10Q: 3 clusters Score -5401328 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -5401972.500000 Penalty: 5188.280273
	Iteration 11Q: 3 clusters Score -5401972 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -5402431.000000 Penalty: 5188.280273
	Iteration 12Q: 3 clusters Score -5402431 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5402682.500000 Penalty: 5188.280273
	Iteration 13Q: 3 clusters Score -5402682 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5402851.000000 Penalty: 5188.280273
	Iteration 14Q: 3 clusters Score -5402851 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -5402931.000000 Penalty: 5188.280273
	Iteration 15Q: 3 clusters Score -5402931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5402991.500000 Penalty: 5188.280273
	Iteration 16Q: 3 clusters Score -5402992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5403036.000000 Penalty: 5188.280273
	Iteration 17Q: 3 clusters Score -5403036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -5403071.500000 Penalty: 5188.280273
	Iteration 18Q: 3 clusters Score -5403072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5403096.500000 Penalty: 5188.280273
	Iteration 19Q: 3 clusters Score -5403096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -5403112.500000 Penalty: 5188.280273
	Iteration 20F: 3 clusters Score -5403112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -5403123.000000 Penalty: 5188.280273
	Iteration 21Q: 3 clusters Score -5403123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -5403141.500000 Penalty: 5188.280273
	Iteration 22Q: 3 clusters Score -5403142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -5403153.000000 Penalty: 5188.280273
	Iteration 23Q: 3 clusters Score -5403153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -5403163.500000 Penalty: 5188.280273
	Iteration 24Q: 3 clusters Score -5403164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5403173.000000 Penalty: 5188.280273
	Iteration 25Q: 3 clusters Score -5403173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -5403185.000000 Penalty: 5188.280273
	Iteration 26Q: 3 clusters Score -5403185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -5403185.500000 Penalty: 5188.280273
	Iteration 27Q: 3 clusters Score -5403186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -5403191.000000 Penalty: 5188.280273
	Iteration 28Q: 3 clusters Score -5403191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -5403190.500000 Penalty: 5188.280273
	Iteration 29Q: 3 clusters Score -5403190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -5403189.500000 Penalty: 5188.280273
	Iteration 30Q: 3 clusters Score -5403190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -5403189.500000 Penalty: 5188.280273
	Iteration 31F: 3 clusters Score -5403190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -822342.437500 Penalty: 2141.914551
	Iteration 0F: 2 clusters Score -822342.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -817399.687500 Penalty: 4283.829102
	Iteration 0F: 3 clusters Score -817399.7 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -818716.187500 Penalty: 4283.829102
	Iteration 1F: 3 clusters Score -818716.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -819108.500000 Penalty: 4283.829102
	Iteration 2F: 3 clusters Score -819108.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -819479.437500 Penalty: 4283.829102
	Iteration 3F: 3 clusters Score -819479.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -819858.187500 Penalty: 4283.829102
	Iteration 4F: 3 clusters Score -819858.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -820167.750000 Penalty: 4283.829102
	Iteration 5F: 3 clusters Score -820167.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -820430.500000 Penalty: 4283.829102
	Iteration 6F: 3 clusters Score -820430.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -820665.125000 Penalty: 4283.829102
	Iteration 7Q: 3 clusters Score -820665.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -820879.687500 Penalty: 4283.829102
	Iteration 8Q: 3 clusters Score -820879.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -821087.187500 Penalty: 4283.829102
	Iteration 9Q: 3 clusters Score -821087.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -821249.875000 Penalty: 4283.829102
	Iteration 10Q: 3 clusters Score -821249.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -821374.062500 Penalty: 4283.829102
	Iteration 11Q: 3 clusters Score -821374.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -821495.562500 Penalty: 4283.829102
	Iteration 12Q: 3 clusters Score -821495.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -821568.687500 Penalty: 4283.829102
	Iteration 13Q: 3 clusters Score -821568.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -821615.812500 Penalty: 4283.829102
	Iteration 14Q: 3 clusters Score -821615.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -821651.500000 Penalty: 4283.829102
	Iteration 15Q: 3 clusters Score -821651.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -821673.562500 Penalty: 4283.829102
	Iteration 16Q: 3 clusters Score -821673.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -821690.750000 Penalty: 4283.829102
	Iteration 17Q: 3 clusters Score -821690.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -821700.687500 Penalty: 4283.829102
	Iteration 18Q: 3 clusters Score -821700.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -821707.625000 Penalty: 4283.829102
	Iteration 19Q: 3 clusters Score -821707.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -821712.687500 Penalty: 4283.829102
	Iteration 20F: 3 clusters Score -821712.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -821717.375000 Penalty: 4283.829102
	Iteration 21Q: 3 clusters Score -821717.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -821719.000000 Penalty: 4283.829102
	Iteration 22Q: 3 clusters Score -821719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -821721.750000 Penalty: 4283.829102
	Iteration 23Q: 3 clusters Score -821721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -821722.250000 Penalty: 4283.829102
	Iteration 24Q: 3 clusters Score -821722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -821724.625000 Penalty: 4283.829102
	Iteration 25Q: 3 clusters Score -821724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -821723.625000 Penalty: 4283.829102
	Iteration 26Q: 3 clusters Score -821723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -821726.875000 Penalty: 4283.829102
	Iteration 27Q: 3 clusters Score -821726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -821728.062500 Penalty: 4283.829102
	Iteration 28Q: 3 clusters Score -821728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -821728.437500 Penalty: 4283.829102
	Iteration 29Q: 3 clusters Score -821728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -821729.937500 Penalty: 4283.829102
	Iteration 30Q: 3 clusters Score -821729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -821729.250000 Penalty: 4283.829102
	Iteration 31Q: 3 clusters Score -821729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -821732.187500 Penalty: 4283.829102
	Iteration 32Q: 3 clusters Score -821732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -821732.187500 Penalty: 4283.829102
	Iteration 33Q: 3 clusters Score -821732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -821732.187500 Penalty: 4283.829102
	Iteration 34F: 3 clusters Score -821732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -30091.859375 Penalty: 1444.848022
	Iteration 0F: 2 clusters Score -30091.86 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 173 members 
Entering Unmasked Estep 
Score: -29009.197266 Penalty: 2889.696045
	Iteration 0F: 3 clusters Score -29009.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29324.826172 Penalty: 2889.696045
	Iteration 1F: 3 clusters Score -29324.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29458.183594 Penalty: 2889.696045
	Iteration 2F: 3 clusters Score -29458.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29506.355469 Penalty: 2889.696045
	Iteration 3F: 3 clusters Score -29506.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29546.945312 Penalty: 2889.696045
	Iteration 4Q: 3 clusters Score -29546.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -29596.248047 Penalty: 2889.696045
	Iteration 5Q: 3 clusters Score -29596.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29622.226562 Penalty: 2889.696045
	Iteration 6Q: 3 clusters Score -29622.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29649.742188 Penalty: 2889.696045
	Iteration 7Q: 3 clusters Score -29649.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29664.488281 Penalty: 2889.696045
	Iteration 8Q: 3 clusters Score -29664.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29664.488281 Penalty: 2889.696045
	Iteration 9F: 3 clusters Score -29664.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Entering Unmasked Estep 
Score: -1291913.000000 Penalty: 2232.364502
	Iteration 0F: 2 clusters Score -1291913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1285398.375000 Penalty: 4464.729004
	Iteration 0F: 3 clusters Score -1285398 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1287158.625000 Penalty: 4464.729004
	Iteration 1F: 3 clusters Score -1287159 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1287408.000000 Penalty: 4464.729004
	Iteration 2F: 3 clusters Score -1287408 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1287594.375000 Penalty: 4464.729004
	Iteration 3Q: 3 clusters Score -1287594 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1287770.875000 Penalty: 4464.729004
	Iteration 4Q: 3 clusters Score -1287771 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1287967.625000 Penalty: 4464.729004
	Iteration 5Q: 3 clusters Score -1287968 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1288198.375000 Penalty: 4464.729004
	Iteration 6Q: 3 clusters Score -1288198 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1288513.250000 Penalty: 4464.729004
	Iteration 7Q: 3 clusters Score -1288513 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1288887.875000 Penalty: 4464.729004
	Iteration 8F: 3 clusters Score -1288888 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1289216.875000 Penalty: 4464.729004
	Iteration 9F: 3 clusters Score -1289217 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1289530.250000 Penalty: 4464.729004
	Iteration 10Q: 3 clusters Score -1289530 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1289802.250000 Penalty: 4464.729004
	Iteration 11Q: 3 clusters Score -1289802 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1290033.250000 Penalty: 4464.729004
	Iteration 12Q: 3 clusters Score -1290033 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1290186.125000 Penalty: 4464.729004
	Iteration 13Q: 3 clusters Score -1290186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1290292.750000 Penalty: 4464.729004
	Iteration 14Q: 3 clusters Score -1290293 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1290353.875000 Penalty: 4464.729004
	Iteration 15Q: 3 clusters Score -1290354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1290392.750000 Penalty: 4464.729004
	Iteration 16Q: 3 clusters Score -1290393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1290417.875000 Penalty: 4464.729004
	Iteration 17Q: 3 clusters Score -1290418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1290446.000000 Penalty: 4464.729004
	Iteration 18Q: 3 clusters Score -1290446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1290463.875000 Penalty: 4464.729004
	Iteration 19Q: 3 clusters Score -1290464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1290472.875000 Penalty: 4464.729004
	Iteration 20F: 3 clusters Score -1290473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1290482.500000 Penalty: 4464.729004
	Iteration 21Q: 3 clusters Score -1290482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1290489.000000 Penalty: 4464.729004
	Iteration 22Q: 3 clusters Score -1290489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1290494.875000 Penalty: 4464.729004
	Iteration 23Q: 3 clusters Score -1290495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1290500.625000 Penalty: 4464.729004
	Iteration 24Q: 3 clusters Score -1290501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1290503.375000 Penalty: 4464.729004
	Iteration 25Q: 3 clusters Score -1290503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1290507.000000 Penalty: 4464.729004
	Iteration 26Q: 3 clusters Score -1290507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1290506.375000 Penalty: 4464.729004
	Iteration 27Q: 3 clusters Score -1290506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1290512.000000 Penalty: 4464.729004
	Iteration 28Q: 3 clusters Score -1290512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1290511.000000 Penalty: 4464.729004
	Iteration 29Q: 3 clusters Score -1290511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1290511.000000 Penalty: 4464.729004
	Iteration 30F: 3 clusters Score -1290511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Entering Unmasked Estep 
Score: -4536005.500000 Penalty: 2551.449463
	Iteration 0F: 2 clusters Score -4536006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4515778.500000 Penalty: 5102.898926
	Iteration 0F: 3 clusters Score -4515778 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4522886.500000 Penalty: 5102.898926
	Iteration 1F: 3 clusters Score -4522886 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -4523326.500000 Penalty: 5102.898926
	Iteration 2Q: 3 clusters Score -4523326 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4523747.000000 Penalty: 5102.898926
	Iteration 3Q: 3 clusters Score -4523747 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4524200.500000 Penalty: 5102.898926
	Iteration 4Q: 3 clusters Score -4524200 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4524721.000000 Penalty: 5102.898926
	Iteration 5Q: 3 clusters Score -4524721 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4525445.000000 Penalty: 5102.898926
	Iteration 6Q: 3 clusters Score -4525445 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -4526544.000000 Penalty: 5102.898926
	Iteration 7F: 3 clusters Score -4526544 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -4528090.500000 Penalty: 5102.898926
	Iteration 8F: 3 clusters Score -4528090 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4529825.500000 Penalty: 5102.898926
	Iteration 9F: 3 clusters Score -4529826 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4531419.500000 Penalty: 5102.898926
	Iteration 10F: 3 clusters Score -4531420 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -4532527.000000 Penalty: 5102.898926
	Iteration 11Q: 3 clusters Score -4532527 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -4533135.500000 Penalty: 5102.898926
	Iteration 12Q: 3 clusters Score -4533136 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -4533413.500000 Penalty: 5102.898926
	Iteration 13Q: 3 clusters Score -4533414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -4533556.500000 Penalty: 5102.898926
	Iteration 14Q: 3 clusters Score -4533556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -4533629.000000 Penalty: 5102.898926
	Iteration 15Q: 3 clusters Score -4533629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4533664.000000 Penalty: 5102.898926
	Iteration 16Q: 3 clusters Score -4533664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4533696.500000 Penalty: 5102.898926
	Iteration 17Q: 3 clusters Score -4533696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4533716.000000 Penalty: 5102.898926
	Iteration 18Q: 3 clusters Score -4533716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -4533732.500000 Penalty: 5102.898926
	Iteration 19Q: 3 clusters Score -4533732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -4533740.000000 Penalty: 5102.898926
	Iteration 20F: 3 clusters Score -4533740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4533745.000000 Penalty: 5102.898926
	Iteration 21Q: 3 clusters Score -4533745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4533745.000000 Penalty: 5102.898926
	Iteration 22Q: 3 clusters Score -4533745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4533747.000000 Penalty: 5102.898926
	Iteration 23Q: 3 clusters Score -4533747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -4533752.500000 Penalty: 5102.898926
	Iteration 24Q: 3 clusters Score -4533752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4533748.500000 Penalty: 5102.898926
	Iteration 25Q: 3 clusters Score -4533748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4533755.000000 Penalty: 5102.898926
	Iteration 26Q: 3 clusters Score -4533755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -4533762.000000 Penalty: 5102.898926
	Iteration 27Q: 3 clusters Score -4533762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -4533767.000000 Penalty: 5102.898926
	Iteration 28Q: 3 clusters Score -4533767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4533767.000000 Penalty: 5102.898926
	Iteration 29Q: 3 clusters Score -4533767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4533781.000000 Penalty: 5102.898926
	Iteration 30Q: 3 clusters Score -4533781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4533783.000000 Penalty: 5102.898926
	Iteration 31Q: 3 clusters Score -4533783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4533785.500000 Penalty: 5102.898926
	Iteration 32Q: 3 clusters Score -4533786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -4533785.500000 Penalty: 5102.898926
	Iteration 33F: 3 clusters Score -4533786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -1097090.000000 Penalty: 2193.717041
	Iteration 0F: 2 clusters Score -1097090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1091321.375000 Penalty: 4387.434082
	Iteration 0F: 3 clusters Score -1091321 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1092820.500000 Penalty: 4387.434082
	Iteration 1F: 3 clusters Score -1092820 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1093070.125000 Penalty: 4387.434082
	Iteration 2F: 3 clusters Score -1093070 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1093292.250000 Penalty: 4387.434082
	Iteration 3F: 3 clusters Score -1093292 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1093491.625000 Penalty: 4387.434082
	Iteration 4Q: 3 clusters Score -1093492 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1093707.750000 Penalty: 4387.434082
	Iteration 5F: 3 clusters Score -1093708 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1093940.625000 Penalty: 4387.434082
	Iteration 6Q: 3 clusters Score -1093941 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1094191.625000 Penalty: 4387.434082
	Iteration 7F: 3 clusters Score -1094192 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1094449.750000 Penalty: 4387.434082
	Iteration 8Q: 3 clusters Score -1094450 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1094652.750000 Penalty: 4387.434082
	Iteration 9Q: 3 clusters Score -1094653 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1094842.125000 Penalty: 4387.434082
	Iteration 10Q: 3 clusters Score -1094842 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1094996.500000 Penalty: 4387.434082
	Iteration 11Q: 3 clusters Score -1094996 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1095109.125000 Penalty: 4387.434082
	Iteration 12Q: 3 clusters Score -1095109 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1095212.000000 Penalty: 4387.434082
	Iteration 13Q: 3 clusters Score -1095212 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1095288.500000 Penalty: 4387.434082
	Iteration 14Q: 3 clusters Score -1095288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1095353.625000 Penalty: 4387.434082
	Iteration 15Q: 3 clusters Score -1095354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1095408.375000 Penalty: 4387.434082
	Iteration 16Q: 3 clusters Score -1095408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1095446.375000 Penalty: 4387.434082
	Iteration 17Q: 3 clusters Score -1095446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1095476.250000 Penalty: 4387.434082
	Iteration 18Q: 3 clusters Score -1095476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1095488.375000 Penalty: 4387.434082
	Iteration 19Q: 3 clusters Score -1095488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1095502.500000 Penalty: 4387.434082
	Iteration 20F: 3 clusters Score -1095502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1095514.375000 Penalty: 4387.434082
	Iteration 21Q: 3 clusters Score -1095514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1095524.500000 Penalty: 4387.434082
	Iteration 22Q: 3 clusters Score -1095524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1095538.625000 Penalty: 4387.434082
	Iteration 23Q: 3 clusters Score -1095539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1095543.875000 Penalty: 4387.434082
	Iteration 24Q: 3 clusters Score -1095544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1095546.625000 Penalty: 4387.434082
	Iteration 25Q: 3 clusters Score -1095547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1095549.750000 Penalty: 4387.434082
	Iteration 26Q: 3 clusters Score -1095550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1095554.250000 Penalty: 4387.434082
	Iteration 27Q: 3 clusters Score -1095554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1095554.000000 Penalty: 4387.434082
	Iteration 28Q: 3 clusters Score -1095554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1095555.625000 Penalty: 4387.434082
	Iteration 29Q: 3 clusters Score -1095556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1095556.750000 Penalty: 4387.434082
	Iteration 30Q: 3 clusters Score -1095557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1095560.500000 Penalty: 4387.434082
	Iteration 31Q: 3 clusters Score -1095560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1095561.250000 Penalty: 4387.434082
	Iteration 32Q: 3 clusters Score -1095561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1095563.375000 Penalty: 4387.434082
	Iteration 33Q: 3 clusters Score -1095563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1095563.000000 Penalty: 4387.434082
	Iteration 34Q: 3 clusters Score -1095563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1095564.375000 Penalty: 4387.434082
	Iteration 35Q: 3 clusters Score -1095564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1095564.125000 Penalty: 4387.434082
	Iteration 36Q: 3 clusters Score -1095564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1095564.125000 Penalty: 4387.434082
	Iteration 37F: 3 clusters Score -1095564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -449609.468750 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -449609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -446488.062500 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -446488.1 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -447178.593750 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -447178.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -447403.343750 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -447403.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -447604.375000 Penalty: 3948.147217
	Iteration 3F: 3 clusters Score -447604.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -447780.937500 Penalty: 3948.147217
	Iteration 4F: 3 clusters Score -447780.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -447906.656250 Penalty: 3948.147217
	Iteration 5F: 3 clusters Score -447906.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -448012.250000 Penalty: 3948.147217
	Iteration 6Q: 3 clusters Score -448012.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -448089.031250 Penalty: 3948.147217
	Iteration 7Q: 3 clusters Score -448089 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -448147.468750 Penalty: 3948.147217
	Iteration 8Q: 3 clusters Score -448147.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -448183.500000 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -448183.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -448213.187500 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -448213.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -448234.281250 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -448234.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -448257.187500 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -448257.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -448269.375000 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -448269.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -448276.250000 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -448276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -448278.968750 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -448279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -448284.312500 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -448284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -448285.843750 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -448285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -448288.093750 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -448288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -448290.625000 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -448290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -448291.843750 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -448291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -448294.687500 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -448294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -448296.843750 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -448296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -448299.375000 Penalty: 3948.147217
	Iteration 23Q: 3 clusters Score -448299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -448302.781250 Penalty: 3948.147217
	Iteration 24Q: 3 clusters Score -448302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -448305.187500 Penalty: 3948.147217
	Iteration 25Q: 3 clusters Score -448305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -448308.156250 Penalty: 3948.147217
	Iteration 26Q: 3 clusters Score -448308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -448309.093750 Penalty: 3948.147217
	Iteration 27Q: 3 clusters Score -448309.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -448309.093750 Penalty: 3948.147217
	Iteration 28F: 3 clusters Score -448309.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -197318.640625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -197318.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -195143.500000 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -195143.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195533.296875 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -195533.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195659.015625 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -195659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195741.718750 Penalty: 3576.565918
	Iteration 3Q: 3 clusters Score -195741.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195805.125000 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -195805.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195850.375000 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -195850.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -195875.375000 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -195875.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -195900.781250 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -195900.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -195921.296875 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -195921.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -195929.031250 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -195929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -195936.281250 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -195936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -195937.296875 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -195937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -195939.421875 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -195939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -195940.171875 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -195940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -195940.171875 Penalty: 3576.565918
	Iteration 14F: 3 clusters Score -195940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Entering Unmasked Estep 
Score: -1812890.875000 Penalty: 2316.202148
	Iteration 0F: 2 clusters Score -1812891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1804422.750000 Penalty: 4632.404297
	Iteration 0F: 3 clusters Score -1804423 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1806935.750000 Penalty: 4632.404297
	Iteration 1F: 3 clusters Score -1806936 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1807186.375000 Penalty: 4632.404297
	Iteration 2F: 3 clusters Score -1807186 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1807345.125000 Penalty: 4632.404297
	Iteration 3Q: 3 clusters Score -1807345 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1807447.875000 Penalty: 4632.404297
	Iteration 4Q: 3 clusters Score -1807448 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1807532.625000 Penalty: 4632.404297
	Iteration 5Q: 3 clusters Score -1807533 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1807608.625000 Penalty: 4632.404297
	Iteration 6Q: 3 clusters Score -1807609 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1807680.000000 Penalty: 4632.404297
	Iteration 7Q: 3 clusters Score -1807680 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1807739.750000 Penalty: 4632.404297
	Iteration 8Q: 3 clusters Score -1807740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1807790.500000 Penalty: 4632.404297
	Iteration 9Q: 3 clusters Score -1807790 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1807829.250000 Penalty: 4632.404297
	Iteration 10Q: 3 clusters Score -1807829 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1807864.875000 Penalty: 4632.404297
	Iteration 11Q: 3 clusters Score -1807865 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1807905.375000 Penalty: 4632.404297
	Iteration 12Q: 3 clusters Score -1807905 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1807942.250000 Penalty: 4632.404297
	Iteration 13Q: 3 clusters Score -1807942 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1807980.625000 Penalty: 4632.404297
	Iteration 14Q: 3 clusters Score -1807981 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1808012.625000 Penalty: 4632.404297
	Iteration 15Q: 3 clusters Score -1808013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1808038.625000 Penalty: 4632.404297
	Iteration 16Q: 3 clusters Score -1808039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1808070.750000 Penalty: 4632.404297
	Iteration 17Q: 3 clusters Score -1808071 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1808105.625000 Penalty: 4632.404297
	Iteration 18Q: 3 clusters Score -1808106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1808156.375000 Penalty: 4632.404297
	Iteration 19Q: 3 clusters Score -1808156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1808219.750000 Penalty: 4632.404297
	Iteration 20F: 3 clusters Score -1808220 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1808284.375000 Penalty: 4632.404297
	Iteration 21Q: 3 clusters Score -1808284 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1808363.875000 Penalty: 4632.404297
	Iteration 22Q: 3 clusters Score -1808364 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1808473.375000 Penalty: 4632.404297
	Iteration 23Q: 3 clusters Score -1808473 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1808599.500000 Penalty: 4632.404297
	Iteration 24Q: 3 clusters Score -1808600 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1808777.875000 Penalty: 4632.404297
	Iteration 25Q: 3 clusters Score -1808778 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1808985.000000 Penalty: 4632.404297
	Iteration 26Q: 3 clusters Score -1808985 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1809190.625000 Penalty: 4632.404297
	Iteration 27Q: 3 clusters Score -1809191 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1809373.375000 Penalty: 4632.404297
	Iteration 28Q: 3 clusters Score -1809373 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1809530.500000 Penalty: 4632.404297
	Iteration 29Q: 3 clusters Score -1809530 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1809692.875000 Penalty: 4632.404297
	Iteration 30Q: 3 clusters Score -1809693 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1809823.250000 Penalty: 4632.404297
	Iteration 31Q: 3 clusters Score -1809823 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1809923.500000 Penalty: 4632.404297
	Iteration 32Q: 3 clusters Score -1809924 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1810008.375000 Penalty: 4632.404297
	Iteration 33Q: 3 clusters Score -1810008 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1810097.625000 Penalty: 4632.404297
	Iteration 34Q: 3 clusters Score -1810098 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1810186.500000 Penalty: 4632.404297
	Iteration 35Q: 3 clusters Score -1810186 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1810236.125000 Penalty: 4632.404297
	Iteration 36Q: 3 clusters Score -1810236 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1810312.125000 Penalty: 4632.404297
	Iteration 37Q: 3 clusters Score -1810312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1810389.500000 Penalty: 4632.404297
	Iteration 38Q: 3 clusters Score -1810390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1810462.250000 Penalty: 4632.404297
	Iteration 39Q: 3 clusters Score -1810462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1810531.625000 Penalty: 4632.404297
	Iteration 40F: 3 clusters Score -1810532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1810581.875000 Penalty: 4632.404297
	Iteration 41Q: 3 clusters Score -1810582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1810613.250000 Penalty: 4632.404297
	Iteration 42Q: 3 clusters Score -1810613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1810642.125000 Penalty: 4632.404297
	Iteration 43Q: 3 clusters Score -1810642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1810670.625000 Penalty: 4632.404297
	Iteration 44Q: 3 clusters Score -1810671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1810683.875000 Penalty: 4632.404297
	Iteration 45Q: 3 clusters Score -1810684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1810703.750000 Penalty: 4632.404297
	Iteration 46Q: 3 clusters Score -1810704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1810725.125000 Penalty: 4632.404297
	Iteration 47Q: 3 clusters Score -1810725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1810747.875000 Penalty: 4632.404297
	Iteration 48Q: 3 clusters Score -1810748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1810761.000000 Penalty: 4632.404297
	Iteration 49Q: 3 clusters Score -1810761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1810773.750000 Penalty: 4632.404297
	Iteration 50Q: 3 clusters Score -1810774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1810783.000000 Penalty: 4632.404297
	Iteration 51Q: 3 clusters Score -1810783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1810791.375000 Penalty: 4632.404297
	Iteration 52Q: 3 clusters Score -1810791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1810803.750000 Penalty: 4632.404297
	Iteration 53Q: 3 clusters Score -1810804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1810818.250000 Penalty: 4632.404297
	Iteration 54Q: 3 clusters Score -1810818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1810829.125000 Penalty: 4632.404297
	Iteration 55Q: 3 clusters Score -1810829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1810838.250000 Penalty: 4632.404297
	Iteration 56Q: 3 clusters Score -1810838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1810842.125000 Penalty: 4632.404297
	Iteration 57Q: 3 clusters Score -1810842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1810846.750000 Penalty: 4632.404297
	Iteration 58Q: 3 clusters Score -1810847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1810850.750000 Penalty: 4632.404297
	Iteration 59Q: 3 clusters Score -1810851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1810851.625000 Penalty: 4632.404297
	Iteration 60F: 3 clusters Score -1810852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1810855.250000 Penalty: 4632.404297
	Iteration 61Q: 3 clusters Score -1810855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1810858.625000 Penalty: 4632.404297
	Iteration 62Q: 3 clusters Score -1810859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1810857.000000 Penalty: 4632.404297
	Iteration 63Q: 3 clusters Score -1810857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1810860.750000 Penalty: 4632.404297
	Iteration 64Q: 3 clusters Score -1810861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1810870.250000 Penalty: 4632.404297
	Iteration 65Q: 3 clusters Score -1810870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1810873.875000 Penalty: 4632.404297
	Iteration 66Q: 3 clusters Score -1810874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1810874.250000 Penalty: 4632.404297
	Iteration 67Q: 3 clusters Score -1810874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1810873.000000 Penalty: 4632.404297
	Iteration 68Q: 3 clusters Score -1810873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1810876.250000 Penalty: 4632.404297
	Iteration 69Q: 3 clusters Score -1810876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1810881.125000 Penalty: 4632.404297
	Iteration 70Q: 3 clusters Score -1810881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1810883.500000 Penalty: 4632.404297
	Iteration 71Q: 3 clusters Score -1810884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1810891.250000 Penalty: 4632.404297
	Iteration 72Q: 3 clusters Score -1810891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1810892.875000 Penalty: 4632.404297
	Iteration 73Q: 3 clusters Score -1810893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1810894.375000 Penalty: 4632.404297
	Iteration 74Q: 3 clusters Score -1810894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1810894.625000 Penalty: 4632.404297
	Iteration 75Q: 3 clusters Score -1810895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1810894.875000 Penalty: 4632.404297
	Iteration 76Q: 3 clusters Score -1810895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1810894.875000 Penalty: 4632.404297
	Iteration 77F: 3 clusters Score -1810895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -94829.906250 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -94829.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -93213.914062 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -93213.91 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -93439.531250 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -93439.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -93543.062500 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -93543.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -93621.921875 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -93621.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -93661.679688 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -93661.68 nChanged 8
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: -93688.132812 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -93688.13 nChanged 11
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: -93722.718750 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -93722.72 nChanged 11
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: -93746.554688 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -93746.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93759.492188 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -93759.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93772.617188 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -93772.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93778.453125 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -93778.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -93788.492188 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -93788.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93794.101562 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -93794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -93806.523438 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -93806.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93807.007812 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -93807.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -93807.007812 Penalty: 3235.687012
	Iteration 15F: 3 clusters Score -93807.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -1050284.000000 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -1050284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1044652.250000 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -1044652 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1046131.562500 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -1046132 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1046401.750000 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -1046402 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1046571.687500 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -1046572 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1046694.750000 Penalty: 4372.350098
	Iteration 4Q: 3 clusters Score -1046695 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1046798.375000 Penalty: 4372.350098
	Iteration 5Q: 3 clusters Score -1046798 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1046871.187500 Penalty: 4372.350098
	Iteration 6Q: 3 clusters Score -1046871 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1046951.937500 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -1046952 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1047047.812500 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -1047048 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1047131.625000 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -1047132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1047226.562500 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -1047227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1047313.937500 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -1047314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1047384.187500 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -1047384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1047443.062500 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -1047443 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1047498.437500 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -1047498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1047563.125000 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -1047563 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1047621.125000 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -1047621 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1047689.500000 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -1047690 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1047763.562500 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -1047764 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1047839.812500 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -1047840 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1047913.562500 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -1047914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1047986.750000 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -1047987 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1048058.250000 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -1048058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1048123.062500 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -1048123 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1048185.000000 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -1048185 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1048240.812500 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -1048241 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1048287.375000 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -1048287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1048318.937500 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -1048319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1048343.500000 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -1048344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1048364.312500 Penalty: 4372.350098
	Iteration 29Q: 3 clusters Score -1048364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1048390.250000 Penalty: 4372.350098
	Iteration 30Q: 3 clusters Score -1048390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1048415.437500 Penalty: 4372.350098
	Iteration 31Q: 3 clusters Score -1048415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1048436.375000 Penalty: 4372.350098
	Iteration 32Q: 3 clusters Score -1048436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1048459.125000 Penalty: 4372.350098
	Iteration 33Q: 3 clusters Score -1048459 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1048479.125000 Penalty: 4372.350098
	Iteration 34Q: 3 clusters Score -1048479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1048499.125000 Penalty: 4372.350098
	Iteration 35Q: 3 clusters Score -1048499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1048516.437500 Penalty: 4372.350098
	Iteration 36Q: 3 clusters Score -1048516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1048528.312500 Penalty: 4372.350098
	Iteration 37Q: 3 clusters Score -1048528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1048533.000000 Penalty: 4372.350098
	Iteration 38Q: 3 clusters Score -1048533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1048539.812500 Penalty: 4372.350098
	Iteration 39Q: 3 clusters Score -1048540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1048547.000000 Penalty: 4372.350098
	Iteration 40F: 3 clusters Score -1048547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1048556.000000 Penalty: 4372.350098
	Iteration 41Q: 3 clusters Score -1048556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1048565.437500 Penalty: 4372.350098
	Iteration 42Q: 3 clusters Score -1048565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1048578.875000 Penalty: 4372.350098
	Iteration 43Q: 3 clusters Score -1048579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1048592.625000 Penalty: 4372.350098
	Iteration 44Q: 3 clusters Score -1048593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1048610.000000 Penalty: 4372.350098
	Iteration 45Q: 3 clusters Score -1048610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1048627.625000 Penalty: 4372.350098
	Iteration 46Q: 3 clusters Score -1048628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1048646.375000 Penalty: 4372.350098
	Iteration 47Q: 3 clusters Score -1048646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1048662.125000 Penalty: 4372.350098
	Iteration 48Q: 3 clusters Score -1048662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1048677.125000 Penalty: 4372.350098
	Iteration 49Q: 3 clusters Score -1048677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1048683.500000 Penalty: 4372.350098
	Iteration 50Q: 3 clusters Score -1048684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1048691.375000 Penalty: 4372.350098
	Iteration 51Q: 3 clusters Score -1048691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1048698.000000 Penalty: 4372.350098
	Iteration 52Q: 3 clusters Score -1048698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1048702.250000 Penalty: 4372.350098
	Iteration 53Q: 3 clusters Score -1048702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1048707.750000 Penalty: 4372.350098
	Iteration 54Q: 3 clusters Score -1048708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1048709.875000 Penalty: 4372.350098
	Iteration 55Q: 3 clusters Score -1048710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1048710.250000 Penalty: 4372.350098
	Iteration 56Q: 3 clusters Score -1048710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1048710.250000 Penalty: 4372.350098
	Iteration 57F: 3 clusters Score -1048710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -184930.281250 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -184930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -182810.078125 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -182810.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -183276.171875 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -183276.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -183471.390625 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -183471.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -183633.187500 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -183633.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -183783.921875 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -183783.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -183885.968750 Penalty: 3554.468018
	Iteration 5F: 3 clusters Score -183886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -183945.296875 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -183945.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -183981.531250 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -183981.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -183996.265625 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -183996.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -184013.562500 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -184013.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -184023.718750 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -184023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -184033.062500 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -184033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -184039.171875 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -184039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -184039.937500 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -184039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -184039.937500 Penalty: 3554.468018
	Iteration 14F: 3 clusters Score -184039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Entering Unmasked Estep 
Score: -901946.500000 Penalty: 2159.701660
	Iteration 0F: 2 clusters Score -901946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -896669.875000 Penalty: 4319.403320
	Iteration 0F: 3 clusters Score -896669.9 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -897956.687500 Penalty: 4319.403320
	Iteration 1F: 3 clusters Score -897956.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -898193.937500 Penalty: 4319.403320
	Iteration 2F: 3 clusters Score -898193.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -898342.062500 Penalty: 4319.403320
	Iteration 3Q: 3 clusters Score -898342.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -898475.687500 Penalty: 4319.403320
	Iteration 4Q: 3 clusters Score -898475.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -898606.187500 Penalty: 4319.403320
	Iteration 5Q: 3 clusters Score -898606.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -898744.000000 Penalty: 4319.403320
	Iteration 6Q: 3 clusters Score -898744 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -898897.312500 Penalty: 4319.403320
	Iteration 7Q: 3 clusters Score -898897.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -899062.750000 Penalty: 4319.403320
	Iteration 8Q: 3 clusters Score -899062.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -899217.750000 Penalty: 4319.403320
	Iteration 9Q: 3 clusters Score -899217.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -899364.500000 Penalty: 4319.403320
	Iteration 10Q: 3 clusters Score -899364.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -899511.812500 Penalty: 4319.403320
	Iteration 11Q: 3 clusters Score -899511.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -899663.687500 Penalty: 4319.403320
	Iteration 12Q: 3 clusters Score -899663.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -899795.125000 Penalty: 4319.403320
	Iteration 13Q: 3 clusters Score -899795.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -899904.875000 Penalty: 4319.403320
	Iteration 14Q: 3 clusters Score -899904.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -900006.125000 Penalty: 4319.403320
	Iteration 15Q: 3 clusters Score -900006.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -900093.812500 Penalty: 4319.403320
	Iteration 16Q: 3 clusters Score -900093.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -900164.875000 Penalty: 4319.403320
	Iteration 17Q: 3 clusters Score -900164.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -900217.437500 Penalty: 4319.403320
	Iteration 18Q: 3 clusters Score -900217.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -900265.375000 Penalty: 4319.403320
	Iteration 19Q: 3 clusters Score -900265.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -900296.062500 Penalty: 4319.403320
	Iteration 20F: 3 clusters Score -900296.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -900324.312500 Penalty: 4319.403320
	Iteration 21Q: 3 clusters Score -900324.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -900339.375000 Penalty: 4319.403320
	Iteration 22Q: 3 clusters Score -900339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -900347.687500 Penalty: 4319.403320
	Iteration 23Q: 3 clusters Score -900347.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -900355.937500 Penalty: 4319.403320
	Iteration 24Q: 3 clusters Score -900355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -900364.312500 Penalty: 4319.403320
	Iteration 25Q: 3 clusters Score -900364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -900368.187500 Penalty: 4319.403320
	Iteration 26Q: 3 clusters Score -900368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -900369.000000 Penalty: 4319.403320
	Iteration 27Q: 3 clusters Score -900369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -900371.937500 Penalty: 4319.403320
	Iteration 28Q: 3 clusters Score -900371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -900373.125000 Penalty: 4319.403320
	Iteration 29Q: 3 clusters Score -900373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -900373.437500 Penalty: 4319.403320
	Iteration 30Q: 3 clusters Score -900373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -900374.812500 Penalty: 4319.403320
	Iteration 31Q: 3 clusters Score -900374.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -900376.937500 Penalty: 4319.403320
	Iteration 32Q: 3 clusters Score -900376.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -900382.250000 Penalty: 4319.403320
	Iteration 33Q: 3 clusters Score -900382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -900384.812500 Penalty: 4319.403320
	Iteration 34Q: 3 clusters Score -900384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -900386.375000 Penalty: 4319.403320
	Iteration 35Q: 3 clusters Score -900386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -900387.312500 Penalty: 4319.403320
	Iteration 36Q: 3 clusters Score -900387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -900391.062500 Penalty: 4319.403320
	Iteration 37Q: 3 clusters Score -900391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -900391.187500 Penalty: 4319.403320
	Iteration 38Q: 3 clusters Score -900391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -900391.187500 Penalty: 4319.403320
	Iteration 39F: 3 clusters Score -900391.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -62788.039062 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -62788.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61330.503906 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -61330.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61501.718750 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -61501.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61584.519531 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -61584.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61619.496094 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -61619.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61660.871094 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -61660.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61681.800781 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -61681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61691.328125 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -61691.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61708.777344 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -61708.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61711.234375 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -61711.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61712.433594 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -61712.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61717.265625 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -61717.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61717.265625 Penalty: 3060.126709
	Iteration 11F: 3 clusters Score -61717.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Entering Unmasked Estep 
Score: -1378987.750000 Penalty: 2253.838623
	Iteration 0F: 2 clusters Score -1378988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1372043.500000 Penalty: 4507.677246
	Iteration 0F: 3 clusters Score -1372044 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1374022.125000 Penalty: 4507.677246
	Iteration 1F: 3 clusters Score -1374022 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1374337.000000 Penalty: 4507.677246
	Iteration 2F: 3 clusters Score -1374337 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1374578.375000 Penalty: 4507.677246
	Iteration 3F: 3 clusters Score -1374578 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1374768.250000 Penalty: 4507.677246
	Iteration 4Q: 3 clusters Score -1374768 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1374952.125000 Penalty: 4507.677246
	Iteration 5Q: 3 clusters Score -1374952 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1375132.500000 Penalty: 4507.677246
	Iteration 6Q: 3 clusters Score -1375132 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1375307.125000 Penalty: 4507.677246
	Iteration 7Q: 3 clusters Score -1375307 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1375483.125000 Penalty: 4507.677246
	Iteration 8Q: 3 clusters Score -1375483 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1375646.000000 Penalty: 4507.677246
	Iteration 9Q: 3 clusters Score -1375646 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1375807.750000 Penalty: 4507.677246
	Iteration 10Q: 3 clusters Score -1375808 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1375930.500000 Penalty: 4507.677246
	Iteration 11Q: 3 clusters Score -1375930 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1376025.625000 Penalty: 4507.677246
	Iteration 12Q: 3 clusters Score -1376026 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1376099.625000 Penalty: 4507.677246
	Iteration 13Q: 3 clusters Score -1376100 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1376167.750000 Penalty: 4507.677246
	Iteration 14Q: 3 clusters Score -1376168 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1376231.250000 Penalty: 4507.677246
	Iteration 15Q: 3 clusters Score -1376231 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1376278.500000 Penalty: 4507.677246
	Iteration 16Q: 3 clusters Score -1376278 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1376305.625000 Penalty: 4507.677246
	Iteration 17Q: 3 clusters Score -1376306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1376331.500000 Penalty: 4507.677246
	Iteration 18Q: 3 clusters Score -1376332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1376351.125000 Penalty: 4507.677246
	Iteration 19Q: 3 clusters Score -1376351 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1376370.375000 Penalty: 4507.677246
	Iteration 20F: 3 clusters Score -1376370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1376386.750000 Penalty: 4507.677246
	Iteration 21Q: 3 clusters Score -1376387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1376404.000000 Penalty: 4507.677246
	Iteration 22Q: 3 clusters Score -1376404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1376410.500000 Penalty: 4507.677246
	Iteration 23Q: 3 clusters Score -1376410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1376424.375000 Penalty: 4507.677246
	Iteration 24Q: 3 clusters Score -1376424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1376429.750000 Penalty: 4507.677246
	Iteration 25Q: 3 clusters Score -1376430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1376434.750000 Penalty: 4507.677246
	Iteration 26Q: 3 clusters Score -1376435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1376436.125000 Penalty: 4507.677246
	Iteration 27Q: 3 clusters Score -1376436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1376436.625000 Penalty: 4507.677246
	Iteration 28Q: 3 clusters Score -1376437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1376440.750000 Penalty: 4507.677246
	Iteration 29Q: 3 clusters Score -1376441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1376446.125000 Penalty: 4507.677246
	Iteration 30Q: 3 clusters Score -1376446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1376447.750000 Penalty: 4507.677246
	Iteration 31Q: 3 clusters Score -1376448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1376447.750000 Penalty: 4507.677246
	Iteration 32Q: 3 clusters Score -1376448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1376448.000000 Penalty: 4507.677246
	Iteration 33Q: 3 clusters Score -1376448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1376450.750000 Penalty: 4507.677246
	Iteration 34Q: 3 clusters Score -1376451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1376452.250000 Penalty: 4507.677246
	Iteration 35Q: 3 clusters Score -1376452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1376453.875000 Penalty: 4507.677246
	Iteration 36Q: 3 clusters Score -1376454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1376453.375000 Penalty: 4507.677246
	Iteration 37Q: 3 clusters Score -1376453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1376454.500000 Penalty: 4507.677246
	Iteration 38Q: 3 clusters Score -1376454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1376453.875000 Penalty: 4507.677246
	Iteration 39Q: 3 clusters Score -1376454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1376453.875000 Penalty: 4507.677246
	Iteration 40F: 3 clusters Score -1376454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Entering Unmasked Estep 
Score: -1257895.375000 Penalty: 2240.244873
	Iteration 0F: 2 clusters Score -1257895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1251162.000000 Penalty: 4480.489746
	Iteration 0F: 3 clusters Score -1251162 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1252976.750000 Penalty: 4480.489746
	Iteration 1F: 3 clusters Score -1252977 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1253267.375000 Penalty: 4480.489746
	Iteration 2F: 3 clusters Score -1253267 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1253516.375000 Penalty: 4480.489746
	Iteration 3F: 3 clusters Score -1253516 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1253699.375000 Penalty: 4480.489746
	Iteration 4Q: 3 clusters Score -1253699 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1253862.125000 Penalty: 4480.489746
	Iteration 5Q: 3 clusters Score -1253862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1254011.125000 Penalty: 4480.489746
	Iteration 6Q: 3 clusters Score -1254011 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1254189.000000 Penalty: 4480.489746
	Iteration 7Q: 3 clusters Score -1254189 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1254363.125000 Penalty: 4480.489746
	Iteration 8Q: 3 clusters Score -1254363 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1254537.500000 Penalty: 4480.489746
	Iteration 9Q: 3 clusters Score -1254538 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1254699.500000 Penalty: 4480.489746
	Iteration 10Q: 3 clusters Score -1254700 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1254859.375000 Penalty: 4480.489746
	Iteration 11Q: 3 clusters Score -1254859 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1255028.875000 Penalty: 4480.489746
	Iteration 12Q: 3 clusters Score -1255029 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1255220.000000 Penalty: 4480.489746
	Iteration 13Q: 3 clusters Score -1255220 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1255402.125000 Penalty: 4480.489746
	Iteration 14Q: 3 clusters Score -1255402 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1255563.625000 Penalty: 4480.489746
	Iteration 15Q: 3 clusters Score -1255564 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1255678.375000 Penalty: 4480.489746
	Iteration 16Q: 3 clusters Score -1255678 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1255768.500000 Penalty: 4480.489746
	Iteration 17Q: 3 clusters Score -1255768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1255832.500000 Penalty: 4480.489746
	Iteration 18Q: 3 clusters Score -1255832 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1255885.250000 Penalty: 4480.489746
	Iteration 19Q: 3 clusters Score -1255885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1255922.500000 Penalty: 4480.489746
	Iteration 20F: 3 clusters Score -1255922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1255950.500000 Penalty: 4480.489746
	Iteration 21Q: 3 clusters Score -1255950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1255977.750000 Penalty: 4480.489746
	Iteration 22Q: 3 clusters Score -1255978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1256002.625000 Penalty: 4480.489746
	Iteration 23Q: 3 clusters Score -1256003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1256019.500000 Penalty: 4480.489746
	Iteration 24Q: 3 clusters Score -1256020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1256048.750000 Penalty: 4480.489746
	Iteration 25Q: 3 clusters Score -1256049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1256074.125000 Penalty: 4480.489746
	Iteration 26Q: 3 clusters Score -1256074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1256099.375000 Penalty: 4480.489746
	Iteration 27Q: 3 clusters Score -1256099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1256117.625000 Penalty: 4480.489746
	Iteration 28Q: 3 clusters Score -1256118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1256132.375000 Penalty: 4480.489746
	Iteration 29Q: 3 clusters Score -1256132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1256141.875000 Penalty: 4480.489746
	Iteration 30Q: 3 clusters Score -1256142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1256150.250000 Penalty: 4480.489746
	Iteration 31Q: 3 clusters Score -1256150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1256158.000000 Penalty: 4480.489746
	Iteration 32Q: 3 clusters Score -1256158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1256159.375000 Penalty: 4480.489746
	Iteration 33Q: 3 clusters Score -1256159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1256162.000000 Penalty: 4480.489746
	Iteration 34Q: 3 clusters Score -1256162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1256164.875000 Penalty: 4480.489746
	Iteration 35Q: 3 clusters Score -1256165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1256167.250000 Penalty: 4480.489746
	Iteration 36Q: 3 clusters Score -1256167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1256166.500000 Penalty: 4480.489746
	Iteration 37Q: 3 clusters Score -1256166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1256166.500000 Penalty: 4480.489746
	Iteration 38F: 3 clusters Score -1256166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -92619.492188 Penalty: 1618.570801
	Iteration 0F: 2 clusters Score -92619.49 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 335 members 
Entering Unmasked Estep 
Score: -90960.117188 Penalty: 3237.141602
	Iteration 0F: 3 clusters Score -90960.12 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91266.007812 Penalty: 3237.141602
	Iteration 1F: 3 clusters Score -91266.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91419.796875 Penalty: 3237.141602
	Iteration 2F: 3 clusters Score -91419.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91565.906250 Penalty: 3237.141602
	Iteration 3F: 3 clusters Score -91565.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91633.156250 Penalty: 3237.141602
	Iteration 4Q: 3 clusters Score -91633.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91677.992188 Penalty: 3237.141602
	Iteration 5Q: 3 clusters Score -91677.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91702.070312 Penalty: 3237.141602
	Iteration 6Q: 3 clusters Score -91702.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91715.117188 Penalty: 3237.141602
	Iteration 7Q: 3 clusters Score -91715.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91731.679688 Penalty: 3237.141602
	Iteration 8Q: 3 clusters Score -91731.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91739.539062 Penalty: 3237.141602
	Iteration 9Q: 3 clusters Score -91739.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91740.343750 Penalty: 3237.141602
	Iteration 10Q: 3 clusters Score -91740.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91740.343750 Penalty: 3237.141602
	Iteration 11F: 3 clusters Score -91740.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -594890.250000 Penalty: 2046.024170
	Iteration 0F: 2 clusters Score -594890.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -591107.375000 Penalty: 4092.048340
	Iteration 0F: 3 clusters Score -591107.4 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -591899.625000 Penalty: 4092.048340
	Iteration 1F: 3 clusters Score -591899.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -592085.562500 Penalty: 4092.048340
	Iteration 2F: 3 clusters Score -592085.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -592202.250000 Penalty: 4092.048340
	Iteration 3Q: 3 clusters Score -592202.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -592278.750000 Penalty: 4092.048340
	Iteration 4Q: 3 clusters Score -592278.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -592333.375000 Penalty: 4092.048340
	Iteration 5Q: 3 clusters Score -592333.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -592380.687500 Penalty: 4092.048340
	Iteration 6Q: 3 clusters Score -592380.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -592416.062500 Penalty: 4092.048340
	Iteration 7Q: 3 clusters Score -592416.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -592439.375000 Penalty: 4092.048340
	Iteration 8Q: 3 clusters Score -592439.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -592463.062500 Penalty: 4092.048340
	Iteration 9Q: 3 clusters Score -592463.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -592482.000000 Penalty: 4092.048340
	Iteration 10Q: 3 clusters Score -592482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -592495.375000 Penalty: 4092.048340
	Iteration 11Q: 3 clusters Score -592495.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -592511.687500 Penalty: 4092.048340
	Iteration 12Q: 3 clusters Score -592511.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -592523.562500 Penalty: 4092.048340
	Iteration 13Q: 3 clusters Score -592523.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -592536.750000 Penalty: 4092.048340
	Iteration 14Q: 3 clusters Score -592536.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -592548.500000 Penalty: 4092.048340
	Iteration 15Q: 3 clusters Score -592548.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -592560.625000 Penalty: 4092.048340
	Iteration 16Q: 3 clusters Score -592560.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -592574.312500 Penalty: 4092.048340
	Iteration 17Q: 3 clusters Score -592574.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -592585.375000 Penalty: 4092.048340
	Iteration 18Q: 3 clusters Score -592585.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -592597.625000 Penalty: 4092.048340
	Iteration 19Q: 3 clusters Score -592597.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -592611.437500 Penalty: 4092.048340
	Iteration 20F: 3 clusters Score -592611.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -592625.937500 Penalty: 4092.048340
	Iteration 21Q: 3 clusters Score -592625.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -592638.750000 Penalty: 4092.048340
	Iteration 22Q: 3 clusters Score -592638.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -592651.812500 Penalty: 4092.048340
	Iteration 23Q: 3 clusters Score -592651.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -592664.062500 Penalty: 4092.048340
	Iteration 24Q: 3 clusters Score -592664.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -592676.937500 Penalty: 4092.048340
	Iteration 25Q: 3 clusters Score -592676.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -592686.250000 Penalty: 4092.048340
	Iteration 26Q: 3 clusters Score -592686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -592694.187500 Penalty: 4092.048340
	Iteration 27Q: 3 clusters Score -592694.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -592702.125000 Penalty: 4092.048340
	Iteration 28Q: 3 clusters Score -592702.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -592708.750000 Penalty: 4092.048340
	Iteration 29Q: 3 clusters Score -592708.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -592716.625000 Penalty: 4092.048340
	Iteration 30Q: 3 clusters Score -592716.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -592723.937500 Penalty: 4092.048340
	Iteration 31Q: 3 clusters Score -592723.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -592730.062500 Penalty: 4092.048340
	Iteration 32Q: 3 clusters Score -592730.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -592735.812500 Penalty: 4092.048340
	Iteration 33Q: 3 clusters Score -592735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -592739.625000 Penalty: 4092.048340
	Iteration 34Q: 3 clusters Score -592739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -592741.687500 Penalty: 4092.048340
	Iteration 35Q: 3 clusters Score -592741.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -592743.875000 Penalty: 4092.048340
	Iteration 36Q: 3 clusters Score -592743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -592744.437500 Penalty: 4092.048340
	Iteration 37Q: 3 clusters Score -592744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -592744.750000 Penalty: 4092.048340
	Iteration 38Q: 3 clusters Score -592744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -592744.812500 Penalty: 4092.048340
	Iteration 39Q: 3 clusters Score -592744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -592744.812500 Penalty: 4092.048340
	Iteration 40F: 3 clusters Score -592744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (122878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Entering Unmasked Estep 
Score: -19317642.000000 Penalty: 2906.299072
	Iteration 0F: 2 clusters Score -1.931764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -19238886.000000 Penalty: 5812.598145
	Iteration 0F: 3 clusters Score -1.923889e+07 nChanged 58265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -19273060.000000 Penalty: 5812.598145
	Iteration 1F: 3 clusters Score -1.927306e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -19274788.000000 Penalty: 5812.598145
	Iteration 2Q: 3 clusters Score -1.927479e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -19277538.000000 Penalty: 5812.598145
	Iteration 3Q: 3 clusters Score -1.927754e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -19281508.000000 Penalty: 5812.598145
	Iteration 4Q: 3 clusters Score -1.928151e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -19286836.000000 Penalty: 5812.598145
	Iteration 5F: 3 clusters Score -1.928684e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -19293268.000000 Penalty: 5812.598145
	Iteration 6F: 3 clusters Score -1.929327e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -19299428.000000 Penalty: 5812.598145
	Iteration 7F: 3 clusters Score -1.929943e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -19304262.000000 Penalty: 5812.598145
	Iteration 8F: 3 clusters Score -1.930426e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -19307296.000000 Penalty: 5812.598145
	Iteration 9Q: 3 clusters Score -1.93073e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -19309208.000000 Penalty: 5812.598145
	Iteration 10Q: 3 clusters Score -1.930921e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113212 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -19310568.000000 Penalty: 5812.598145
	Iteration 11Q: 3 clusters Score -1.931057e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115065 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -19311576.000000 Penalty: 5812.598145
	Iteration 12Q: 3 clusters Score -1.931158e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116510 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -19312334.000000 Penalty: 5812.598145
	Iteration 13Q: 3 clusters Score -1.931233e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117609 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -19312922.000000 Penalty: 5812.598145
	Iteration 14Q: 3 clusters Score -1.931292e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -19313414.000000 Penalty: 5812.598145
	Iteration 15Q: 3 clusters Score -1.931341e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119210 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -19313710.000000 Penalty: 5812.598145
	Iteration 16Q: 3 clusters Score -1.931371e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119768 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -19313936.000000 Penalty: 5812.598145
	Iteration 17Q: 3 clusters Score -1.931394e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120193 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -19314138.000000 Penalty: 5812.598145
	Iteration 18Q: 3 clusters Score -1.931414e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120522 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19314246.000000 Penalty: 5812.598145
	Iteration 19Q: 3 clusters Score -1.931425e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -19314432.000000 Penalty: 5812.598145
	Iteration 20F: 3 clusters Score -1.931443e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -19314546.000000 Penalty: 5812.598145
	Iteration 21Q: 3 clusters Score -1.931455e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121166 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -19314630.000000 Penalty: 5812.598145
	Iteration 22Q: 3 clusters Score -1.931463e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121292 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -19314706.000000 Penalty: 5812.598145
	Iteration 23Q: 3 clusters Score -1.931471e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121394 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19314766.000000 Penalty: 5812.598145
	Iteration 24Q: 3 clusters Score -1.931477e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121493 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -19314824.000000 Penalty: 5812.598145
	Iteration 25Q: 3 clusters Score -1.931482e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19314852.000000 Penalty: 5812.598145
	Iteration 26Q: 3 clusters Score -1.931485e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121625 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19314882.000000 Penalty: 5812.598145
	Iteration 27Q: 3 clusters Score -1.931488e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -19314896.000000 Penalty: 5812.598145
	Iteration 28Q: 3 clusters Score -1.93149e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121709 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -19314932.000000 Penalty: 5812.598145
	Iteration 29Q: 3 clusters Score -1.931493e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121745 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19314910.000000 Penalty: 5812.598145
	Iteration 30Q: 3 clusters Score -1.931491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121778 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -19314946.000000 Penalty: 5812.598145
	Iteration 31Q: 3 clusters Score -1.931495e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121804 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -19314990.000000 Penalty: 5812.598145
	Iteration 32Q: 3 clusters Score -1.931499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121816 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -19314994.000000 Penalty: 5812.598145
	Iteration 33Q: 3 clusters Score -1.931499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121832 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19314998.000000 Penalty: 5812.598145
	Iteration 34Q: 3 clusters Score -1.9315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19315026.000000 Penalty: 5812.598145
	Iteration 35Q: 3 clusters Score -1.931503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19315020.000000 Penalty: 5812.598145
	Iteration 36Q: 3 clusters Score -1.931502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121864 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19315004.000000 Penalty: 5812.598145
	Iteration 37Q: 3 clusters Score -1.9315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19315020.000000 Penalty: 5812.598145
	Iteration 38Q: 3 clusters Score -1.931502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121880 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -19315008.000000 Penalty: 5812.598145
	Iteration 39Q: 3 clusters Score -1.931501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19315016.000000 Penalty: 5812.598145
	Iteration 40F: 3 clusters Score -1.931502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121882 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -19315012.000000 Penalty: 5812.598145
	Iteration 41Q: 3 clusters Score -1.931501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19315012.000000 Penalty: 5812.598145
	Iteration 42Q: 3 clusters Score -1.931501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121884 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -19315014.000000 Penalty: 5812.598145
	Iteration 43Q: 3 clusters Score -1.931501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121885 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19315016.000000 Penalty: 5812.598145
	Iteration 44Q: 3 clusters Score -1.931502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121885 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19315016.000000 Penalty: 5812.598145
	Iteration 45F: 3 clusters Score -1.931502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -47978.148438 Penalty: 1445.578491
	Iteration 0F: 2 clusters Score -47978.15 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 172 members 
Entering Unmasked Estep 
Score: -46637.019531 Penalty: 2891.156982
	Iteration 0F: 3 clusters Score -46637.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46742.246094 Penalty: 2891.156982
	Iteration 1F: 3 clusters Score -46742.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46813.847656 Penalty: 2891.156982
	Iteration 2Q: 3 clusters Score -46813.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46857.296875 Penalty: 2891.156982
	Iteration 3Q: 3 clusters Score -46857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46866.351562 Penalty: 2891.156982
	Iteration 4Q: 3 clusters Score -46866.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46866.351562 Penalty: 2891.156982
	Iteration 5F: 3 clusters Score -46866.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Entering Unmasked Estep 
Score: -767318.500000 Penalty: 2113.895264
	Iteration 0F: 2 clusters Score -767318.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -762826.625000 Penalty: 4227.790527
	Iteration 0F: 3 clusters Score -762826.6 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -763941.250000 Penalty: 4227.790527
	Iteration 1F: 3 clusters Score -763941.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -764163.125000 Penalty: 4227.790527
	Iteration 2F: 3 clusters Score -764163.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -764316.437500 Penalty: 4227.790527
	Iteration 3Q: 3 clusters Score -764316.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -764425.187500 Penalty: 4227.790527
	Iteration 4Q: 3 clusters Score -764425.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -764528.562500 Penalty: 4227.790527
	Iteration 5Q: 3 clusters Score -764528.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -764639.625000 Penalty: 4227.790527
	Iteration 6Q: 3 clusters Score -764639.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -764742.125000 Penalty: 4227.790527
	Iteration 7Q: 3 clusters Score -764742.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -764834.500000 Penalty: 4227.790527
	Iteration 8Q: 3 clusters Score -764834.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -764913.250000 Penalty: 4227.790527
	Iteration 9Q: 3 clusters Score -764913.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -764978.875000 Penalty: 4227.790527
	Iteration 10Q: 3 clusters Score -764978.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -765043.250000 Penalty: 4227.790527
	Iteration 11Q: 3 clusters Score -765043.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -765112.000000 Penalty: 4227.790527
	Iteration 12Q: 3 clusters Score -765112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -765178.812500 Penalty: 4227.790527
	Iteration 13Q: 3 clusters Score -765178.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -765233.812500 Penalty: 4227.790527
	Iteration 14Q: 3 clusters Score -765233.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -765275.312500 Penalty: 4227.790527
	Iteration 15Q: 3 clusters Score -765275.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -765315.750000 Penalty: 4227.790527
	Iteration 16Q: 3 clusters Score -765315.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -765352.250000 Penalty: 4227.790527
	Iteration 17Q: 3 clusters Score -765352.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -765385.562500 Penalty: 4227.790527
	Iteration 18Q: 3 clusters Score -765385.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -765419.437500 Penalty: 4227.790527
	Iteration 19Q: 3 clusters Score -765419.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -765467.562500 Penalty: 4227.790527
	Iteration 20F: 3 clusters Score -765467.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -765503.562500 Penalty: 4227.790527
	Iteration 21Q: 3 clusters Score -765503.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -765548.000000 Penalty: 4227.790527
	Iteration 22Q: 3 clusters Score -765548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -765582.437500 Penalty: 4227.790527
	Iteration 23Q: 3 clusters Score -765582.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -765616.062500 Penalty: 4227.790527
	Iteration 24Q: 3 clusters Score -765616.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -765640.312500 Penalty: 4227.790527
	Iteration 25Q: 3 clusters Score -765640.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -765661.937500 Penalty: 4227.790527
	Iteration 26Q: 3 clusters Score -765661.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -765673.875000 Penalty: 4227.790527
	Iteration 27Q: 3 clusters Score -765673.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -765684.062500 Penalty: 4227.790527
	Iteration 28Q: 3 clusters Score -765684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -765692.312500 Penalty: 4227.790527
	Iteration 29Q: 3 clusters Score -765692.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -765699.875000 Penalty: 4227.790527
	Iteration 30Q: 3 clusters Score -765699.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -765707.187500 Penalty: 4227.790527
	Iteration 31Q: 3 clusters Score -765707.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -765713.062500 Penalty: 4227.790527
	Iteration 32Q: 3 clusters Score -765713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -765714.562500 Penalty: 4227.790527
	Iteration 33Q: 3 clusters Score -765714.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -765718.000000 Penalty: 4227.790527
	Iteration 34Q: 3 clusters Score -765718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -765720.000000 Penalty: 4227.790527
	Iteration 35Q: 3 clusters Score -765720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -765721.687500 Penalty: 4227.790527
	Iteration 36Q: 3 clusters Score -765721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -765724.125000 Penalty: 4227.790527
	Iteration 37Q: 3 clusters Score -765724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -765729.437500 Penalty: 4227.790527
	Iteration 38Q: 3 clusters Score -765729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -765733.875000 Penalty: 4227.790527
	Iteration 39Q: 3 clusters Score -765733.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -765736.875000 Penalty: 4227.790527
	Iteration 40F: 3 clusters Score -765736.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -765741.875000 Penalty: 4227.790527
	Iteration 41Q: 3 clusters Score -765741.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -765747.875000 Penalty: 4227.790527
	Iteration 42Q: 3 clusters Score -765747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -765748.000000 Penalty: 4227.790527
	Iteration 43Q: 3 clusters Score -765748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -765750.812500 Penalty: 4227.790527
	Iteration 44Q: 3 clusters Score -765750.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -765755.875000 Penalty: 4227.790527
	Iteration 45Q: 3 clusters Score -765755.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -765758.875000 Penalty: 4227.790527
	Iteration 46Q: 3 clusters Score -765758.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -765765.062500 Penalty: 4227.790527
	Iteration 47Q: 3 clusters Score -765765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -765770.062500 Penalty: 4227.790527
	Iteration 48Q: 3 clusters Score -765770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -765773.062500 Penalty: 4227.790527
	Iteration 49Q: 3 clusters Score -765773.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -765779.562500 Penalty: 4227.790527
	Iteration 50Q: 3 clusters Score -765779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -765783.750000 Penalty: 4227.790527
	Iteration 51Q: 3 clusters Score -765783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -765785.750000 Penalty: 4227.790527
	Iteration 52Q: 3 clusters Score -765785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -765786.750000 Penalty: 4227.790527
	Iteration 53Q: 3 clusters Score -765786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -765786.750000 Penalty: 4227.790527
	Iteration 54F: 3 clusters Score -765786.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -252393.468750 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -252393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -249967.875000 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -249967.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -250383.187500 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -250383.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -250505.812500 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -250505.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -250583.578125 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -250583.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -250630.656250 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -250630.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -250663.062500 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -250663.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -250679.031250 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -250679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -250685.812500 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -250685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -250693.531250 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -250693.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -250700.515625 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -250700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -250706.937500 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -250706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -250713.140625 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -250713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -250716.625000 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -250716.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -250717.125000 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -250717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -250717.390625 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -250717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -250717.390625 Penalty: 3683.273193
	Iteration 15F: 3 clusters Score -250717.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Entering Unmasked Estep 
Score: -4585762.000000 Penalty: 2547.132812
	Iteration 0F: 2 clusters Score -4585762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4565887.500000 Penalty: 5094.265625
	Iteration 0F: 3 clusters Score -4565888 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4573017.000000 Penalty: 5094.265625
	Iteration 1F: 3 clusters Score -4573017 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -4573414.500000 Penalty: 5094.265625
	Iteration 2Q: 3 clusters Score -4573414 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4573708.500000 Penalty: 5094.265625
	Iteration 3Q: 3 clusters Score -4573708 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4574053.500000 Penalty: 5094.265625
	Iteration 4Q: 3 clusters Score -4574054 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4574426.000000 Penalty: 5094.265625
	Iteration 5Q: 3 clusters Score -4574426 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4574909.000000 Penalty: 5094.265625
	Iteration 6Q: 3 clusters Score -4574909 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4575549.500000 Penalty: 5094.265625
	Iteration 7Q: 3 clusters Score -4575550 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4576500.500000 Penalty: 5094.265625
	Iteration 8F: 3 clusters Score -4576500 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4577877.500000 Penalty: 5094.265625
	Iteration 9F: 3 clusters Score -4577878 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -4579549.000000 Penalty: 5094.265625
	Iteration 10F: 3 clusters Score -4579549 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -4581181.500000 Penalty: 5094.265625
	Iteration 11F: 3 clusters Score -4581182 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4582342.500000 Penalty: 5094.265625
	Iteration 12Q: 3 clusters Score -4582342 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -4582943.000000 Penalty: 5094.265625
	Iteration 13Q: 3 clusters Score -4582943 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4583235.500000 Penalty: 5094.265625
	Iteration 14Q: 3 clusters Score -4583236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4583351.000000 Penalty: 5094.265625
	Iteration 15Q: 3 clusters Score -4583351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -4583419.000000 Penalty: 5094.265625
	Iteration 16Q: 3 clusters Score -4583419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4583443.500000 Penalty: 5094.265625
	Iteration 17Q: 3 clusters Score -4583444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -4583475.000000 Penalty: 5094.265625
	Iteration 18Q: 3 clusters Score -4583475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4583500.500000 Penalty: 5094.265625
	Iteration 19Q: 3 clusters Score -4583500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4583515.000000 Penalty: 5094.265625
	Iteration 20F: 3 clusters Score -4583515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4583522.000000 Penalty: 5094.265625
	Iteration 21Q: 3 clusters Score -4583522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4583521.000000 Penalty: 5094.265625
	Iteration 22Q: 3 clusters Score -4583521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4583521.000000 Penalty: 5094.265625
	Iteration 23F: 3 clusters Score -4583521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -575080.250000 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -575080.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -571278.125000 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -571278.1 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -572200.187500 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -572200.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -572436.875000 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -572436.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -572658.750000 Penalty: 4105.722168
	Iteration 3F: 3 clusters Score -572658.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -572905.875000 Penalty: 4105.722168
	Iteration 4F: 3 clusters Score -572905.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -573170.000000 Penalty: 4105.722168
	Iteration 5F: 3 clusters Score -573170 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -573486.500000 Penalty: 4105.722168
	Iteration 6F: 3 clusters Score -573486.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -573828.562500 Penalty: 4105.722168
	Iteration 7F: 3 clusters Score -573828.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -574124.125000 Penalty: 4105.722168
	Iteration 8F: 3 clusters Score -574124.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -574306.125000 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -574306.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -574421.562500 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -574421.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -574483.750000 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -574483.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -574510.437500 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -574510.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -574523.250000 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -574523.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -574533.000000 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -574533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -574539.562500 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -574539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -574550.875000 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -574550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -574556.125000 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -574556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -574557.125000 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -574557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -574557.125000 Penalty: 4105.722168
	Iteration 19F: 3 clusters Score -574557.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (101402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Entering Unmasked Estep 
Score: -15994727.000000 Penalty: 2858.658203
	Iteration 0F: 2 clusters Score -1.599473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -15928635.000000 Penalty: 5717.316406
	Iteration 0F: 3 clusters Score -1.592864e+07 nChanged 47991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -15956198.000000 Penalty: 5717.316406
	Iteration 1F: 3 clusters Score -1.59562e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -15957548.000000 Penalty: 5717.316406
	Iteration 2Q: 3 clusters Score -1.595755e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -15959619.000000 Penalty: 5717.316406
	Iteration 3Q: 3 clusters Score -1.595962e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -15962966.000000 Penalty: 5717.316406
	Iteration 4F: 3 clusters Score -1.596297e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 70539 members 
Entering Unmasked Estep 
Score: -15967971.000000 Penalty: 5717.316406
	Iteration 5F: 3 clusters Score -1.596797e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -15974791.000000 Penalty: 5717.316406
	Iteration 6F: 3 clusters Score -1.597479e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -15982007.000000 Penalty: 5717.316406
	Iteration 7F: 3 clusters Score -1.598201e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -15987281.000000 Penalty: 5717.316406
	Iteration 8F: 3 clusters Score -1.598728e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 95349 members 
Entering Unmasked Estep 
Score: -15990354.000000 Penalty: 5717.316406
	Iteration 9Q: 3 clusters Score -1.599035e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -15991586.000000 Penalty: 5717.316406
	Iteration 10Q: 3 clusters Score -1.599159e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 98464 members 
Entering Unmasked Estep 
Score: -15992150.000000 Penalty: 5717.316406
	Iteration 11Q: 3 clusters Score -1.599215e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -15992413.000000 Penalty: 5717.316406
	Iteration 12Q: 3 clusters Score -1.599241e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 99497 members 
Entering Unmasked Estep 
Score: -15992529.000000 Penalty: 5717.316406
	Iteration 13Q: 3 clusters Score -1.599253e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -15992598.000000 Penalty: 5717.316406
	Iteration 14Q: 3 clusters Score -1.59926e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -15992643.000000 Penalty: 5717.316406
	Iteration 15Q: 3 clusters Score -1.599264e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -15992635.000000 Penalty: 5717.316406
	Iteration 16Q: 3 clusters Score -1.599264e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -15992632.000000 Penalty: 5717.316406
	Iteration 17Q: 3 clusters Score -1.599263e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -15992576.000000 Penalty: 5717.316406
	Iteration 18Q: 3 clusters Score -1.599258e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 100372 members 
Entering Unmasked Estep 
Score: -15992593.000000 Penalty: 5717.316406
	Iteration 19Q: 3 clusters Score -1.599259e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -15992595.000000 Penalty: 5717.316406
	Iteration 20F: 3 clusters Score -1.59926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
Score: -15992587.000000 Penalty: 5717.316406
	Iteration 21Q: 3 clusters Score -1.599259e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -15992594.000000 Penalty: 5717.316406
	Iteration 22Q: 3 clusters Score -1.599259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 100515 members 
Entering Unmasked Estep 
Score: -15992612.000000 Penalty: 5717.316406
	Iteration 23Q: 3 clusters Score -1.599261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -15992611.000000 Penalty: 5717.316406
	Iteration 24Q: 3 clusters Score -1.599261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -15992622.000000 Penalty: 5717.316406
	Iteration 25Q: 3 clusters Score -1.599262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -15992613.000000 Penalty: 5717.316406
	Iteration 26Q: 3 clusters Score -1.599261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -15992614.000000 Penalty: 5717.316406
	Iteration 27Q: 3 clusters Score -1.599261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -15992636.000000 Penalty: 5717.316406
	Iteration 28Q: 3 clusters Score -1.599264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -15992628.000000 Penalty: 5717.316406
	Iteration 29Q: 3 clusters Score -1.599263e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 100610 members 
Entering Unmasked Estep 
Score: -15992623.000000 Penalty: 5717.316406
	Iteration 30Q: 3 clusters Score -1.599262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 100617 members 
Entering Unmasked Estep 
Score: -15992642.000000 Penalty: 5717.316406
	Iteration 31Q: 3 clusters Score -1.599264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 100624 members 
Entering Unmasked Estep 
Score: -15992642.000000 Penalty: 5717.316406
	Iteration 32Q: 3 clusters Score -1.599264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -15992651.000000 Penalty: 5717.316406
	Iteration 33Q: 3 clusters Score -1.599265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -15992638.000000 Penalty: 5717.316406
	Iteration 34Q: 3 clusters Score -1.599264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 100639 members 
Entering Unmasked Estep 
Score: -15992657.000000 Penalty: 5717.316406
	Iteration 35Q: 3 clusters Score -1.599266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -15992657.000000 Penalty: 5717.316406
	Iteration 36Q: 3 clusters Score -1.599266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -15992641.000000 Penalty: 5717.316406
	Iteration 37Q: 3 clusters Score -1.599264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100656 members 
Entering Unmasked Estep 
Score: -15992651.000000 Penalty: 5717.316406
	Iteration 38Q: 3 clusters Score -1.599265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 100664 members 
Entering Unmasked Estep 
Score: -15992644.000000 Penalty: 5717.316406
	Iteration 39Q: 3 clusters Score -1.599264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -15992641.000000 Penalty: 5717.316406
	Iteration 40F: 3 clusters Score -1.599264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -15992639.000000 Penalty: 5717.316406
	Iteration 41Q: 3 clusters Score -1.599264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -15992637.000000 Penalty: 5717.316406
	Iteration 42Q: 3 clusters Score -1.599264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -15992637.000000 Penalty: 5717.316406
	Iteration 43Q: 3 clusters Score -1.599264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -15992647.000000 Penalty: 5717.316406
	Iteration 44Q: 3 clusters Score -1.599265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -15992643.000000 Penalty: 5717.316406
	Iteration 45Q: 3 clusters Score -1.599264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -15992635.000000 Penalty: 5717.316406
	Iteration 46Q: 3 clusters Score -1.599264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 100700 members 
Entering Unmasked Estep 
Score: -15992639.000000 Penalty: 5717.316406
	Iteration 47Q: 3 clusters Score -1.599264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -15992640.000000 Penalty: 5717.316406
	Iteration 48Q: 3 clusters Score -1.599264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 100704 members 
Entering Unmasked Estep 
Score: -15992641.000000 Penalty: 5717.316406
	Iteration 49Q: 3 clusters Score -1.599264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -15992640.000000 Penalty: 5717.316406
	Iteration 50Q: 3 clusters Score -1.599264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -15992640.000000 Penalty: 5717.316406
	Iteration 51F: 3 clusters Score -1.599264e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -54535.683594 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -54535.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -53168.199219 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -53168.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53355.628906 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -53355.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53430.292969 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -53430.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53452.726562 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -53452.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53469.726562 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -53469.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53481.644531 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -53481.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53497.968750 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -53497.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53512.945312 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -53512.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -53533.937500 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -53533.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53546.976562 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -53546.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53549.839844 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -53549.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53551.882812 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -53551.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53551.882812 Penalty: 2982.802734
	Iteration 12F: 3 clusters Score -53551.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (24554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Entering Unmasked Estep 
Score: -3844025.750000 Penalty: 2506.940186
	Iteration 0F: 2 clusters Score -3844026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3826917.000000 Penalty: 5013.880371
	Iteration 0F: 3 clusters Score -3826917 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3833004.000000 Penalty: 5013.880371
	Iteration 1F: 3 clusters Score -3833004 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3833573.000000 Penalty: 5013.880371
	Iteration 2F: 3 clusters Score -3833573 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3834171.750000 Penalty: 5013.880371
	Iteration 3F: 3 clusters Score -3834172 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3834867.000000 Penalty: 5013.880371
	Iteration 4F: 3 clusters Score -3834867 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3835711.250000 Penalty: 5013.880371
	Iteration 5F: 3 clusters Score -3835711 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3836865.750000 Penalty: 5013.880371
	Iteration 6F: 3 clusters Score -3836866 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3838439.250000 Penalty: 5013.880371
	Iteration 7F: 3 clusters Score -3838439 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3840296.000000 Penalty: 5013.880371
	Iteration 8F: 3 clusters Score -3840296 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3841967.250000 Penalty: 5013.880371
	Iteration 9F: 3 clusters Score -3841967 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3843167.000000 Penalty: 5013.880371
	Iteration 10Q: 3 clusters Score -3843167 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3843815.000000 Penalty: 5013.880371
	Iteration 11Q: 3 clusters Score -3843815 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3844118.000000 Penalty: 5013.880371
	Iteration 12Q: 3 clusters Score -3844118 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3844266.500000 Penalty: 5013.880371
	Iteration 13Q: 3 clusters Score -3844266 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3844341.500000 Penalty: 5013.880371
	Iteration 14Q: 3 clusters Score -3844342 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3844369.500000 Penalty: 5013.880371
	Iteration 15Q: 3 clusters Score -3844370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3844385.500000 Penalty: 5013.880371
	Iteration 16Q: 3 clusters Score -3844386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3844423.250000 Penalty: 5013.880371
	Iteration 17Q: 3 clusters Score -3844423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3844426.750000 Penalty: 5013.880371
	Iteration 18Q: 3 clusters Score -3844427 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3844440.500000 Penalty: 5013.880371
	Iteration 19Q: 3 clusters Score -3844440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3844462.250000 Penalty: 5013.880371
	Iteration 20F: 3 clusters Score -3844462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3844466.250000 Penalty: 5013.880371
	Iteration 21Q: 3 clusters Score -3844466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3844463.500000 Penalty: 5013.880371
	Iteration 22Q: 3 clusters Score -3844464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3844486.500000 Penalty: 5013.880371
	Iteration 23Q: 3 clusters Score -3844486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -3844488.250000 Penalty: 5013.880371
	Iteration 24Q: 3 clusters Score -3844488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -3844487.500000 Penalty: 5013.880371
	Iteration 25Q: 3 clusters Score -3844488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3844487.250000 Penalty: 5013.880371
	Iteration 26Q: 3 clusters Score -3844487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3844488.750000 Penalty: 5013.880371
	Iteration 27Q: 3 clusters Score -3844489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3844492.000000 Penalty: 5013.880371
	Iteration 28Q: 3 clusters Score -3844492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3844490.000000 Penalty: 5013.880371
	Iteration 29Q: 3 clusters Score -3844490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3844488.500000 Penalty: 5013.880371
	Iteration 30Q: 3 clusters Score -3844488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3844483.500000 Penalty: 5013.880371
	Iteration 31Q: 3 clusters Score -3844484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3844484.750000 Penalty: 5013.880371
	Iteration 32Q: 3 clusters Score -3844485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3844486.250000 Penalty: 5013.880371
	Iteration 33Q: 3 clusters Score -3844486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3844486.250000 Penalty: 5013.880371
	Iteration 34F: 3 clusters Score -3844486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 111528 members 
Mstep: Class 5 contains 225 members 
Mstep: Class 6 contains 34900 members 
Mstep: Class 7 contains 5635 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 9 contains 8115 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 11379 members 
Mstep: Class 15 contains 681 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 6054 members 
Mstep: Class 19 contains 478 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 683 members 
Mstep: Class 23 contains 3828 members 
Mstep: Class 24 contains 122878 members 
Mstep: Class 25 contains 340 members 
Mstep: Class 26 contains 5033 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 28874 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 101402 members 
Mstep: Class 31 contains 409 members 
Mstep: Class 32 contains 12601 members 
Mstep: Class 33 contains 2395 members 
Mstep: Class 34 contains 7586 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 149 members 
Mstep: Class 37 contains 5743 members 
Mstep: Class 38 contains 271 members 
Mstep: Class 39 contains 1369 members 
Mstep: Class 40 contains 1824 members 
Mstep: Class 41 contains 796 members 
Mstep: Class 42 contains 846 members 
Mstep: Class 43 contains 1450 members 
Mstep: Class 44 contains 11953 members 
Entering Unmasked Estep 
Score: -86712224.000000 Penalty: 144519.937500
Splitting cluster 32 changes total score from -86712736.000000 to -86712224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -362160.781250 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -362160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -359225.875000 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -359225.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -359801.281250 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -359801.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -359991.843750 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -359991.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -360133.968750 Penalty: 3859.444580
	Iteration 3F: 3 clusters Score -360134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -360225.468750 Penalty: 3859.444580
	Iteration 4Q: 3 clusters Score -360225.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -360308.875000 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -360308.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -360403.312500 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -360403.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -360469.531250 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -360469.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -360522.437500 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -360522.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -360575.500000 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -360575.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -360628.031250 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -360628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -360678.250000 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -360678.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -360736.281250 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -360736.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -360782.000000 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -360782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -360820.781250 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -360820.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -360852.687500 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -360852.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -360884.500000 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -360884.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -360907.531250 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -360907.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -360931.281250 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -360931.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -360946.687500 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -360946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -360954.625000 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -360954.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -360964.000000 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -360964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -360969.468750 Penalty: 3859.444580
	Iteration 22Q: 3 clusters Score -360969.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -360973.031250 Penalty: 3859.444580
	Iteration 23Q: 3 clusters Score -360973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -360975.343750 Penalty: 3859.444580
	Iteration 24Q: 3 clusters Score -360975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -360982.562500 Penalty: 3859.444580
	Iteration 25Q: 3 clusters Score -360982.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -360994.968750 Penalty: 3859.444580
	Iteration 26Q: 3 clusters Score -360995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -361002.093750 Penalty: 3859.444580
	Iteration 27Q: 3 clusters Score -361002.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -361008.000000 Penalty: 3859.444580
	Iteration 28Q: 3 clusters Score -361008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -361008.500000 Penalty: 3859.444580
	Iteration 29Q: 3 clusters Score -361008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -361010.468750 Penalty: 3859.444580
	Iteration 30Q: 3 clusters Score -361010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -361011.843750 Penalty: 3859.444580
	Iteration 31Q: 3 clusters Score -361011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -361013.062500 Penalty: 3859.444580
	Iteration 32Q: 3 clusters Score -361013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -361014.281250 Penalty: 3859.444580
	Iteration 33Q: 3 clusters Score -361014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -361016.468750 Penalty: 3859.444580
	Iteration 34Q: 3 clusters Score -361016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -361018.187500 Penalty: 3859.444580
	Iteration 35Q: 3 clusters Score -361018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -361020.000000 Penalty: 3859.444580
	Iteration 36Q: 3 clusters Score -361020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -361021.093750 Penalty: 3859.444580
	Iteration 37Q: 3 clusters Score -361021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -361021.093750 Penalty: 3859.444580
	Iteration 38F: 3 clusters Score -361021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Entering Unmasked Estep 
Score: -1165430.750000 Penalty: 2215.646973
	Iteration 0F: 2 clusters Score -1165431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1159258.125000 Penalty: 4431.293945
	Iteration 0F: 3 clusters Score -1159258 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1161099.750000 Penalty: 4431.293945
	Iteration 1F: 3 clusters Score -1161100 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1161436.875000 Penalty: 4431.293945
	Iteration 2F: 3 clusters Score -1161437 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1161699.500000 Penalty: 4431.293945
	Iteration 3F: 3 clusters Score -1161700 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1161953.875000 Penalty: 4431.293945
	Iteration 4F: 3 clusters Score -1161954 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1162214.500000 Penalty: 4431.293945
	Iteration 5Q: 3 clusters Score -1162214 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1162489.750000 Penalty: 4431.293945
	Iteration 6Q: 3 clusters Score -1162490 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1162758.250000 Penalty: 4431.293945
	Iteration 7Q: 3 clusters Score -1162758 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1163043.625000 Penalty: 4431.293945
	Iteration 8Q: 3 clusters Score -1163044 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1163329.750000 Penalty: 4431.293945
	Iteration 9Q: 3 clusters Score -1163330 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1163556.500000 Penalty: 4431.293945
	Iteration 10Q: 3 clusters Score -1163556 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1163692.750000 Penalty: 4431.293945
	Iteration 11Q: 3 clusters Score -1163693 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1163785.250000 Penalty: 4431.293945
	Iteration 12Q: 3 clusters Score -1163785 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1163831.125000 Penalty: 4431.293945
	Iteration 13Q: 3 clusters Score -1163831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1163861.750000 Penalty: 4431.293945
	Iteration 14Q: 3 clusters Score -1163862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1163884.125000 Penalty: 4431.293945
	Iteration 15Q: 3 clusters Score -1163884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1163907.500000 Penalty: 4431.293945
	Iteration 16Q: 3 clusters Score -1163908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1163919.875000 Penalty: 4431.293945
	Iteration 17Q: 3 clusters Score -1163920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1163931.250000 Penalty: 4431.293945
	Iteration 18Q: 3 clusters Score -1163931 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1163943.250000 Penalty: 4431.293945
	Iteration 19Q: 3 clusters Score -1163943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1163955.750000 Penalty: 4431.293945
	Iteration 20F: 3 clusters Score -1163956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1163965.625000 Penalty: 4431.293945
	Iteration 21Q: 3 clusters Score -1163966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1163970.000000 Penalty: 4431.293945
	Iteration 22Q: 3 clusters Score -1163970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1163977.750000 Penalty: 4431.293945
	Iteration 23Q: 3 clusters Score -1163978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1163979.250000 Penalty: 4431.293945
	Iteration 24Q: 3 clusters Score -1163979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1163987.750000 Penalty: 4431.293945
	Iteration 25Q: 3 clusters Score -1163988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1163987.875000 Penalty: 4431.293945
	Iteration 26Q: 3 clusters Score -1163988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1163989.125000 Penalty: 4431.293945
	Iteration 27Q: 3 clusters Score -1163989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1163993.375000 Penalty: 4431.293945
	Iteration 28Q: 3 clusters Score -1163993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1163994.875000 Penalty: 4431.293945
	Iteration 29Q: 3 clusters Score -1163995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1163992.625000 Penalty: 4431.293945
	Iteration 30Q: 3 clusters Score -1163993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1163999.375000 Penalty: 4431.293945
	Iteration 31Q: 3 clusters Score -1163999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1164000.125000 Penalty: 4431.293945
	Iteration 32Q: 3 clusters Score -1164000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1164005.000000 Penalty: 4431.293945
	Iteration 33Q: 3 clusters Score -1164005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1164005.625000 Penalty: 4431.293945
	Iteration 34Q: 3 clusters Score -1164006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1164008.500000 Penalty: 4431.293945
	Iteration 35Q: 3 clusters Score -1164008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1164008.375000 Penalty: 4431.293945
	Iteration 36Q: 3 clusters Score -1164008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1164010.125000 Penalty: 4431.293945
	Iteration 37Q: 3 clusters Score -1164010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1164010.750000 Penalty: 4431.293945
	Iteration 38Q: 3 clusters Score -1164011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1164012.875000 Penalty: 4431.293945
	Iteration 39Q: 3 clusters Score -1164013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1164011.125000 Penalty: 4431.293945
	Iteration 40F: 3 clusters Score -1164011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1164014.375000 Penalty: 4431.293945
	Iteration 41Q: 3 clusters Score -1164014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1164015.375000 Penalty: 4431.293945
	Iteration 42Q: 3 clusters Score -1164015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1164015.375000 Penalty: 4431.293945
	Iteration 43Q: 3 clusters Score -1164015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1164016.750000 Penalty: 4431.293945
	Iteration 44Q: 3 clusters Score -1164017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1164018.250000 Penalty: 4431.293945
	Iteration 45Q: 3 clusters Score -1164018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1164020.625000 Penalty: 4431.293945
	Iteration 46Q: 3 clusters Score -1164021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1164021.250000 Penalty: 4431.293945
	Iteration 47Q: 3 clusters Score -1164021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1164021.625000 Penalty: 4431.293945
	Iteration 48Q: 3 clusters Score -1164022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1164022.500000 Penalty: 4431.293945
	Iteration 49Q: 3 clusters Score -1164022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1164021.750000 Penalty: 4431.293945
	Iteration 50Q: 3 clusters Score -1164022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1164021.750000 Penalty: 4431.293945
	Iteration 51F: 3 clusters Score -1164022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -117161.484375 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -117161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115419.828125 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -115419.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115772.343750 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -115772.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115901.109375 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -115901.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -115973.078125 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -115973.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116050.835938 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -116050.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116132.562500 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -116132.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -116202.500000 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -116202.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116262.531250 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -116262.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116338.609375 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -116338.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116377.484375 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -116377.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -116396.187500 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -116396.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116416.820312 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -116416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116432.640625 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -116432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116434.812500 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -116434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116436.085938 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -116436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116436.085938 Penalty: 3366.211670
	Iteration 15F: 3 clusters Score -116436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -13888.257812 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -13888.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13084.858398 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -13084.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13260.962891 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -13260.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13349.226562 Penalty: 2481.957275
	Iteration 2F: 3 clusters Score -13349.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13367.377930 Penalty: 2481.957275
	Iteration 3Q: 3 clusters Score -13367.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13367.377930 Penalty: 2481.957275
	Iteration 4F: 3 clusters Score -13367.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (5743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Entering Unmasked Estep 
Score: -890733.000000 Penalty: 2146.622803
	Iteration 0F: 2 clusters Score -890733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -885755.437500 Penalty: 4293.245605
	Iteration 0F: 3 clusters Score -885755.4 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -887008.312500 Penalty: 4293.245605
	Iteration 1F: 3 clusters Score -887008.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -887282.937500 Penalty: 4293.245605
	Iteration 2F: 3 clusters Score -887282.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -887509.437500 Penalty: 4293.245605
	Iteration 3F: 3 clusters Score -887509.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -887707.625000 Penalty: 4293.245605
	Iteration 4Q: 3 clusters Score -887707.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -887893.125000 Penalty: 4293.245605
	Iteration 5Q: 3 clusters Score -887893.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -888075.750000 Penalty: 4293.245605
	Iteration 6Q: 3 clusters Score -888075.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -888226.375000 Penalty: 4293.245605
	Iteration 7Q: 3 clusters Score -888226.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -888355.625000 Penalty: 4293.245605
	Iteration 8Q: 3 clusters Score -888355.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -888463.437500 Penalty: 4293.245605
	Iteration 9Q: 3 clusters Score -888463.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -888542.437500 Penalty: 4293.245605
	Iteration 10Q: 3 clusters Score -888542.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -888617.750000 Penalty: 4293.245605
	Iteration 11Q: 3 clusters Score -888617.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -888673.875000 Penalty: 4293.245605
	Iteration 12Q: 3 clusters Score -888673.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -888735.125000 Penalty: 4293.245605
	Iteration 13Q: 3 clusters Score -888735.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -888780.812500 Penalty: 4293.245605
	Iteration 14Q: 3 clusters Score -888780.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -888821.937500 Penalty: 4293.245605
	Iteration 15Q: 3 clusters Score -888821.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -888857.375000 Penalty: 4293.245605
	Iteration 16Q: 3 clusters Score -888857.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -888890.500000 Penalty: 4293.245605
	Iteration 17Q: 3 clusters Score -888890.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -888930.687500 Penalty: 4293.245605
	Iteration 18Q: 3 clusters Score -888930.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -888959.187500 Penalty: 4293.245605
	Iteration 19Q: 3 clusters Score -888959.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -888992.750000 Penalty: 4293.245605
	Iteration 20F: 3 clusters Score -888992.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -889022.062500 Penalty: 4293.245605
	Iteration 21Q: 3 clusters Score -889022.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -889048.875000 Penalty: 4293.245605
	Iteration 22Q: 3 clusters Score -889048.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -889070.562500 Penalty: 4293.245605
	Iteration 23Q: 3 clusters Score -889070.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -889095.500000 Penalty: 4293.245605
	Iteration 24Q: 3 clusters Score -889095.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -889107.687500 Penalty: 4293.245605
	Iteration 25Q: 3 clusters Score -889107.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -889131.500000 Penalty: 4293.245605
	Iteration 26Q: 3 clusters Score -889131.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -889148.812500 Penalty: 4293.245605
	Iteration 27Q: 3 clusters Score -889148.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -889165.812500 Penalty: 4293.245605
	Iteration 28Q: 3 clusters Score -889165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -889180.062500 Penalty: 4293.245605
	Iteration 29Q: 3 clusters Score -889180.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -889192.250000 Penalty: 4293.245605
	Iteration 30Q: 3 clusters Score -889192.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -889207.250000 Penalty: 4293.245605
	Iteration 31Q: 3 clusters Score -889207.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -889218.937500 Penalty: 4293.245605
	Iteration 32Q: 3 clusters Score -889218.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -889228.250000 Penalty: 4293.245605
	Iteration 33Q: 3 clusters Score -889228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -889234.562500 Penalty: 4293.245605
	Iteration 34Q: 3 clusters Score -889234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -889242.562500 Penalty: 4293.245605
	Iteration 35Q: 3 clusters Score -889242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -889244.125000 Penalty: 4293.245605
	Iteration 36Q: 3 clusters Score -889244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -889248.000000 Penalty: 4293.245605
	Iteration 37Q: 3 clusters Score -889248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -889250.375000 Penalty: 4293.245605
	Iteration 38Q: 3 clusters Score -889250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -889252.937500 Penalty: 4293.245605
	Iteration 39Q: 3 clusters Score -889252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -889254.562500 Penalty: 4293.245605
	Iteration 40F: 3 clusters Score -889254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -889255.125000 Penalty: 4293.245605
	Iteration 41Q: 3 clusters Score -889255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -889255.125000 Penalty: 4293.245605
	Iteration 42F: 3 clusters Score -889255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -34556.246094 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -34556.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33324.578125 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -33324.58 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33518.257812 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -33518.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33551.488281 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -33551.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33588.015625 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -33588.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33596.652344 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -33596.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33598.714844 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -33598.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33598.714844 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -33598.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Entering Unmasked Estep 
Score: -204290.375000 Penalty: 1791.015259
	Iteration 0F: 2 clusters Score -204290.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -202123.093750 Penalty: 3582.030518
	Iteration 0F: 3 clusters Score -202123.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -202465.203125 Penalty: 3582.030518
	Iteration 1F: 3 clusters Score -202465.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -202571.359375 Penalty: 3582.030518
	Iteration 2F: 3 clusters Score -202571.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -202625.281250 Penalty: 3582.030518
	Iteration 3Q: 3 clusters Score -202625.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -202644.906250 Penalty: 3582.030518
	Iteration 4Q: 3 clusters Score -202644.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -202658.703125 Penalty: 3582.030518
	Iteration 5Q: 3 clusters Score -202658.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -202669.578125 Penalty: 3582.030518
	Iteration 6Q: 3 clusters Score -202669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -202676.484375 Penalty: 3582.030518
	Iteration 7Q: 3 clusters Score -202676.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -202684.875000 Penalty: 3582.030518
	Iteration 8Q: 3 clusters Score -202684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -202693.328125 Penalty: 3582.030518
	Iteration 9Q: 3 clusters Score -202693.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -202695.828125 Penalty: 3582.030518
	Iteration 10Q: 3 clusters Score -202695.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -202695.828125 Penalty: 3582.030518
	Iteration 11F: 3 clusters Score -202695.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -288998.937500 Penalty: 1862.179199
	Iteration 0F: 2 clusters Score -288998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -286492.468750 Penalty: 3724.358398
	Iteration 0F: 3 clusters Score -286492.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -286868.906250 Penalty: 3724.358398
	Iteration 1F: 3 clusters Score -286868.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -286973.156250 Penalty: 3724.358398
	Iteration 2F: 3 clusters Score -286973.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -287024.812500 Penalty: 3724.358398
	Iteration 3Q: 3 clusters Score -287024.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -287059.500000 Penalty: 3724.358398
	Iteration 4Q: 3 clusters Score -287059.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -287085.250000 Penalty: 3724.358398
	Iteration 5Q: 3 clusters Score -287085.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287106.000000 Penalty: 3724.358398
	Iteration 6Q: 3 clusters Score -287106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -287116.000000 Penalty: 3724.358398
	Iteration 7Q: 3 clusters Score -287116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -287128.531250 Penalty: 3724.358398
	Iteration 8Q: 3 clusters Score -287128.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -287136.093750 Penalty: 3724.358398
	Iteration 9Q: 3 clusters Score -287136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -287137.750000 Penalty: 3724.358398
	Iteration 10Q: 3 clusters Score -287137.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -287139.312500 Penalty: 3724.358398
	Iteration 11Q: 3 clusters Score -287139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -287139.312500 Penalty: 3724.358398
	Iteration 12F: 3 clusters Score -287139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -112075.242188 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -112075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110300.468750 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -110300.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -110551.992188 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -110552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110648.375000 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -110648.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110725.039062 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -110725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110832.398438 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -110832.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110892.078125 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -110892.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110933.484375 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -110933.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -110979.750000 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -110979.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -111036.656250 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -111036.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -111100.773438 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -111100.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -111191.515625 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -111191.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -111359.187500 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -111359.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -111553.523438 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -111553.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111683.390625 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -111683.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111752.390625 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -111752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -111797.820312 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -111797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -111829.789062 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -111829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111842.171875 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -111842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111846.648438 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -111846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111851.218750 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -111851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111859.492188 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -111859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111881.046875 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -111881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111891.203125 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -111891.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111901.468750 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -111901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111901.468750 Penalty: 3313.081299
	Iteration 24F: 3 clusters Score -111901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -100425.765625 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -100425.8 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 416 members 
Entering Unmasked Estep 
Score: -98688.031250 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -98688.03 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98968.601562 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -98968.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99074.953125 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -99074.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99167.171875 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -99167.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99222.343750 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -99222.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99271.953125 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -99271.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -99341.765625 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -99341.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99425.601562 Penalty: 3343.297607
	Iteration 7F: 3 clusters Score -99425.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99527.343750 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -99527.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -99604.546875 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -99604.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -99665.835938 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -99665.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -99715.906250 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -99715.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99737.664062 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -99737.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -99756.500000 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -99756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99767.953125 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -99767.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -99779.617188 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -99779.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -99787.179688 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -99787.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -99793.968750 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -99793.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -99795.953125 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -99795.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -99798.023438 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -99798.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -99807.171875 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -99807.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99833.812500 Penalty: 3343.297607
	Iteration 21Q: 3 clusters Score -99833.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99851.531250 Penalty: 3343.297607
	Iteration 22Q: 3 clusters Score -99851.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -99885.398438 Penalty: 3343.297607
	Iteration 23Q: 3 clusters Score -99885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -99898.023438 Penalty: 3343.297607
	Iteration 24Q: 3 clusters Score -99898.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99920.968750 Penalty: 3343.297607
	Iteration 25Q: 3 clusters Score -99920.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99931.546875 Penalty: 3343.297607
	Iteration 26Q: 3 clusters Score -99931.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99935.921875 Penalty: 3343.297607
	Iteration 27Q: 3 clusters Score -99935.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99939.687500 Penalty: 3343.297607
	Iteration 28Q: 3 clusters Score -99939.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99943.429688 Penalty: 3343.297607
	Iteration 29Q: 3 clusters Score -99943.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -99955.304688 Penalty: 3343.297607
	Iteration 30Q: 3 clusters Score -99955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99973.640625 Penalty: 3343.297607
	Iteration 31Q: 3 clusters Score -99973.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -99984.953125 Penalty: 3343.297607
	Iteration 32Q: 3 clusters Score -99984.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100000.515625 Penalty: 3343.297607
	Iteration 33Q: 3 clusters Score -100000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100011.953125 Penalty: 3343.297607
	Iteration 34Q: 3 clusters Score -100012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100017.109375 Penalty: 3343.297607
	Iteration 35Q: 3 clusters Score -100017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100017.109375 Penalty: 3343.297607
	Iteration 36F: 3 clusters Score -100017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -224400.546875 Penalty: 1805.271118
	Iteration 0F: 2 clusters Score -224400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -222171.953125 Penalty: 3610.542236
	Iteration 0F: 3 clusters Score -222172 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222521.531250 Penalty: 3610.542236
	Iteration 1F: 3 clusters Score -222521.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -222611.718750 Penalty: 3610.542236
	Iteration 2F: 3 clusters Score -222611.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -222658.390625 Penalty: 3610.542236
	Iteration 3Q: 3 clusters Score -222658.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -222696.031250 Penalty: 3610.542236
	Iteration 4Q: 3 clusters Score -222696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -222718.187500 Penalty: 3610.542236
	Iteration 5Q: 3 clusters Score -222718.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -222726.093750 Penalty: 3610.542236
	Iteration 6Q: 3 clusters Score -222726.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -222731.140625 Penalty: 3610.542236
	Iteration 7Q: 3 clusters Score -222731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -222736.640625 Penalty: 3610.542236
	Iteration 8Q: 3 clusters Score -222736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -222740.453125 Penalty: 3610.542236
	Iteration 9Q: 3 clusters Score -222740.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -222748.000000 Penalty: 3610.542236
	Iteration 10Q: 3 clusters Score -222748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -222754.640625 Penalty: 3610.542236
	Iteration 11Q: 3 clusters Score -222754.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -222762.859375 Penalty: 3610.542236
	Iteration 12Q: 3 clusters Score -222762.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -222771.750000 Penalty: 3610.542236
	Iteration 13Q: 3 clusters Score -222771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -222778.406250 Penalty: 3610.542236
	Iteration 14Q: 3 clusters Score -222778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -222787.406250 Penalty: 3610.542236
	Iteration 15Q: 3 clusters Score -222787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -222799.578125 Penalty: 3610.542236
	Iteration 16Q: 3 clusters Score -222799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -222803.093750 Penalty: 3610.542236
	Iteration 17Q: 3 clusters Score -222803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -222806.921875 Penalty: 3610.542236
	Iteration 18Q: 3 clusters Score -222806.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -222809.375000 Penalty: 3610.542236
	Iteration 19Q: 3 clusters Score -222809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -222813.015625 Penalty: 3610.542236
	Iteration 20F: 3 clusters Score -222813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -222816.484375 Penalty: 3610.542236
	Iteration 21Q: 3 clusters Score -222816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -222818.562500 Penalty: 3610.542236
	Iteration 22Q: 3 clusters Score -222818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -222820.406250 Penalty: 3610.542236
	Iteration 23Q: 3 clusters Score -222820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222821.687500 Penalty: 3610.542236
	Iteration 24Q: 3 clusters Score -222821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -222822.062500 Penalty: 3610.542236
	Iteration 25Q: 3 clusters Score -222822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222823.218750 Penalty: 3610.542236
	Iteration 26Q: 3 clusters Score -222823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222823.218750 Penalty: 3610.542236
	Iteration 27F: 3 clusters Score -222823.2 nChanged 0
--- Evaluating fit on full set of 1694237 points ---
Entering Unmasked Estep 
Score: -261070240.000000 Penalty: 152951.015625
24->44 Clusters: Score -261070240.000000, best is -261176000.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 564745 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 23415 members 
Mstep: Class 3 contains 23180 members 
Mstep: Class 4 contains 23565 members 
Mstep: Class 5 contains 23437 members 
Mstep: Class 6 contains 23350 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 23717 members 
Mstep: Class 9 contains 23530 members 
Mstep: Class 10 contains 23495 members 
Mstep: Class 11 contains 23703 members 
Mstep: Class 12 contains 23443 members 
Mstep: Class 13 contains 23495 members 
Mstep: Class 14 contains 23424 members 
Mstep: Class 15 contains 23725 members 
Mstep: Class 16 contains 23688 members 
Mstep: Class 17 contains 23387 members 
Mstep: Class 18 contains 23658 members 
Mstep: Class 19 contains 23676 members 
Mstep: Class 20 contains 23531 members 
Mstep: Class 21 contains 23465 members 
Mstep: Class 22 contains 23532 members 
Mstep: Class 23 contains 23338 members 
Mstep: Class 24 contains 23586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1431.920776 but Gain 3284.539062
Score: -80076424.000000 Penalty: 75544.515625
Iteration 0F: 24 clusters Score -8.007642e+07 nChanged 540759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3650 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 48474 members 
Mstep: Class 3 contains 8267 members 
Mstep: Class 4 contains 6994 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 181174 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 1801 members 
Mstep: Class 11 contains 135459 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 2778 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 7325 members 
Mstep: Class 16 contains 2302 members 
Mstep: Class 17 contains 19165 members 
Mstep: Class 18 contains 4908 members 
Mstep: Class 19 contains 2407 members 
Mstep: Class 20 contains 8944 members 
Mstep: Class 21 contains 31731 members 
Mstep: Class 22 contains 2273 members 
Mstep: Class 23 contains 74657 members 
Mstep: Class 24 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1301.319336 but Gain 3284.546875
Score: -85191544.000000 Penalty: 72259.968750
Iteration 1F: 23 clusters Score -8.519154e+07 nChanged 203429
Entering Unmasked Mstep 
Mstep: Class 0 contains 1089 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 66721 members 
Mstep: Class 3 contains 4526 members 
Mstep: Class 4 contains 5524 members 
Mstep: Class 6 contains 8368 members 
Mstep: Class 7 contains 1451 members 
Mstep: Class 8 contains 215926 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 110354 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 14 contains 1521 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 7586 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 1187 members 
Mstep: Class 20 contains 10729 members 
Mstep: Class 21 contains 11225 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 91000 members 
Mstep: Class 24 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1267.118042 but Gain 3284.546875
Score: -85984872.000000 Penalty: 68975.421875
Iteration 2F: 22 clusters Score -8.598487e+07 nChanged 139902
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 66424 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 6 contains 13091 members 
Mstep: Class 7 contains 1313 members 
Mstep: Class 8 contains 188342 members 
Mstep: Class 9 contains 15913 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 110970 members 
Mstep: Class 12 contains 2078 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 5916 members 
Mstep: Class 18 contains 3256 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 18179 members 
Mstep: Class 21 contains 15533 members 
Mstep: Class 22 contains 2090 members 
Mstep: Class 23 contains 96996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2269.423828 but Gain 3284.539062
Score: -86261392.000000 Penalty: 65690.882812
Iteration 3F: 21 clusters Score -8.626139e+07 nChanged 95511
Entering Unmasked Mstep 
Mstep: Class 0 contains 471 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 60197 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 6901 members 
Mstep: Class 6 contains 13659 members 
Mstep: Class 7 contains 1185 members 
Mstep: Class 8 contains 176782 members 
Mstep: Class 9 contains 24259 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 107398 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 3097 members 
Mstep: Class 19 contains 2257 members 
Mstep: Class 20 contains 22900 members 
Mstep: Class 21 contains 20421 members 
Mstep: Class 22 contains 2895 members 
Mstep: Class 23 contains 100220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86384048.000000 Penalty: 65690.882812
Iteration 4F: 21 clusters Score -8.638405e+07 nChanged 74050
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 53658 members 
Mstep: Class 3 contains 1297 members 
Mstep: Class 4 contains 6628 members 
Mstep: Class 6 contains 12037 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 165370 members 
Mstep: Class 9 contains 30105 members 
Mstep: Class 10 contains 2350 members 
Mstep: Class 11 contains 107584 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 17 contains 6406 members 
Mstep: Class 18 contains 2444 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 20 contains 25115 members 
Mstep: Class 21 contains 26129 members 
Mstep: Class 22 contains 4021 members 
Mstep: Class 23 contains 104373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86464688.000000 Penalty: 65690.882812
Iteration 5F: 21 clusters Score -8.646469e+07 nChanged 61243
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 46869 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 6195 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 156082 members 
Mstep: Class 9 contains 34415 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 110646 members 
Mstep: Class 12 contains 4014 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 17 contains 6807 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 2526 members 
Mstep: Class 20 contains 26828 members 
Mstep: Class 21 contains 29910 members 
Mstep: Class 22 contains 5009 members 
Mstep: Class 23 contains 107739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86518272.000000 Penalty: 65690.882812
Iteration 6F: 21 clusters Score -8.651827e+07 nChanged 49636
Entering Unmasked Mstep 
Mstep: Class 0 contains 434 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 39845 members 
Mstep: Class 3 contains 744 members 
Mstep: Class 4 contains 5845 members 
Mstep: Class 6 contains 10322 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 8 contains 148745 members 
Mstep: Class 9 contains 37457 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 115170 members 
Mstep: Class 12 contains 4416 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 2496 members 
Mstep: Class 20 contains 28556 members 
Mstep: Class 21 contains 32046 members 
Mstep: Class 22 contains 5533 members 
Mstep: Class 23 contains 110436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86559200.000000 Penalty: 65690.882812
Iteration 7F: 21 clusters Score -8.65592e+07 nChanged 39373
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 32816 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 5480 members 
Mstep: Class 6 contains 9989 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 141851 members 
Mstep: Class 9 contains 39602 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 120422 members 
Mstep: Class 12 contains 4655 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 17 contains 8484 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 30232 members 
Mstep: Class 21 contains 33312 members 
Mstep: Class 22 contains 5878 members 
Mstep: Class 23 contains 113079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86587856.000000 Penalty: 65690.882812
Iteration 8F: 21 clusters Score -8.658786e+07 nChanged 31316
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 26498 members 
Mstep: Class 3 contains 494 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 6 contains 9789 members 
Mstep: Class 7 contains 993 members 
Mstep: Class 8 contains 135354 members 
Mstep: Class 9 contains 41054 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 125903 members 
Mstep: Class 12 contains 4748 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 2077 members 
Mstep: Class 17 contains 9667 members 
Mstep: Class 18 contains 1491 members 
Mstep: Class 19 contains 2368 members 
Mstep: Class 20 contains 31891 members 
Mstep: Class 21 contains 33997 members 
Mstep: Class 22 contains 6095 members 
Mstep: Class 23 contains 115568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86608272.000000 Penalty: 65690.882812
Iteration 9F: 21 clusters Score -8.660827e+07 nChanged 25616
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 21517 members 
Mstep: Class 3 contains 473 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 6 contains 9646 members 
Mstep: Class 7 contains 913 members 
Mstep: Class 8 contains 128580 members 
Mstep: Class 9 contains 41995 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 11 contains 132270 members 
Mstep: Class 12 contains 4790 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 2034 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 18 contains 1461 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 33409 members 
Mstep: Class 21 contains 34352 members 
Mstep: Class 22 contains 6251 members 
Mstep: Class 23 contains 117034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86623704.000000 Penalty: 65690.882812
Iteration 10Q: 21 clusters Score -8.66237e+07 nChanged 21843
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 17873 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 4332 members 
Mstep: Class 6 contains 9528 members 
Mstep: Class 7 contains 859 members 
Mstep: Class 8 contains 122046 members 
Mstep: Class 9 contains 42578 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 139620 members 
Mstep: Class 12 contains 4775 members 
Mstep: Class 14 contains 2480 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 1441 members 
Mstep: Class 19 contains 2246 members 
Mstep: Class 20 contains 34595 members 
Mstep: Class 21 contains 34469 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 117075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86632080.000000 Penalty: 65690.882812
Iteration 11Q: 21 clusters Score -8.663208e+07 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 15396 members 
Mstep: Class 3 contains 462 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 6 contains 9448 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 116636 members 
Mstep: Class 9 contains 43032 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 11 contains 147079 members 
Mstep: Class 12 contains 4737 members 
Mstep: Class 14 contains 2594 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 17 contains 12696 members 
Mstep: Class 18 contains 1436 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 35339 members 
Mstep: Class 21 contains 34472 members 
Mstep: Class 22 contains 6548 members 
Mstep: Class 23 contains 115614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86637048.000000 Penalty: 65690.882812
Iteration 12Q: 21 clusters Score -8.663705e+07 nChanged 17655
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 13637 members 
Mstep: Class 3 contains 462 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 6 contains 9389 members 
Mstep: Class 7 contains 834 members 
Mstep: Class 8 contains 112203 members 
Mstep: Class 9 contains 43387 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 154461 members 
Mstep: Class 12 contains 4718 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 17 contains 13311 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 2143 members 
Mstep: Class 20 contains 35825 members 
Mstep: Class 21 contains 34472 members 
Mstep: Class 22 contains 6650 members 
Mstep: Class 23 contains 113075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86641496.000000 Penalty: 65690.882812
Iteration 13Q: 21 clusters Score -8.66415e+07 nChanged 17960
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 12422 members 
Mstep: Class 3 contains 468 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 6 contains 9342 members 
Mstep: Class 7 contains 838 members 
Mstep: Class 8 contains 107442 members 
Mstep: Class 9 contains 43723 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 162587 members 
Mstep: Class 12 contains 4691 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 17 contains 13708 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 20 contains 36076 members 
Mstep: Class 21 contains 34395 members 
Mstep: Class 22 contains 6720 members 
Mstep: Class 23 contains 110102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86642728.000000 Penalty: 65690.882812
Iteration 14Q: 21 clusters Score -8.664273e+07 nChanged 18843
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 3564 members 
Mstep: Class 6 contains 9310 members 
Mstep: Class 7 contains 853 members 
Mstep: Class 8 contains 102257 members 
Mstep: Class 9 contains 44163 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 170820 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 14 contains 2890 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 17 contains 13932 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 36125 members 
Mstep: Class 21 contains 34371 members 
Mstep: Class 22 contains 6753 members 
Mstep: Class 23 contains 107135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86640656.000000 Penalty: 65690.882812
Iteration 15Q: 21 clusters Score -8.664066e+07 nChanged 19611
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 96329 members 
Mstep: Class 9 contains 44803 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 178886 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 14 contains 2938 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 17 contains 14036 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 36130 members 
Mstep: Class 21 contains 34377 members 
Mstep: Class 22 contains 6772 members 
Mstep: Class 23 contains 104599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86637544.000000 Penalty: 65690.882812
Iteration 16Q: 21 clusters Score -8.663754e+07 nChanged 18705
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 11093 members 
Mstep: Class 3 contains 476 members 
Mstep: Class 4 contains 3430 members 
Mstep: Class 6 contains 9234 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 91069 members 
Mstep: Class 9 contains 45595 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 184866 members 
Mstep: Class 12 contains 4641 members 
Mstep: Class 14 contains 2984 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 17 contains 14071 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 36089 members 
Mstep: Class 21 contains 34388 members 
Mstep: Class 22 contains 6755 members 
Mstep: Class 23 contains 103287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86631808.000000 Penalty: 65690.882812
Iteration 17Q: 21 clusters Score -8.663181e+07 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 6 contains 9202 members 
Mstep: Class 7 contains 882 members 
Mstep: Class 8 contains 87343 members 
Mstep: Class 9 contains 46536 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 187708 members 
Mstep: Class 12 contains 4595 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 17 contains 14088 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 36029 members 
Mstep: Class 21 contains 34448 members 
Mstep: Class 22 contains 6783 members 
Mstep: Class 23 contains 103263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86627688.000000 Penalty: 65690.882812
Iteration 18Q: 21 clusters Score -8.662769e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10830 members 
Mstep: Class 3 contains 477 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 893 members 
Mstep: Class 8 contains 85296 members 
Mstep: Class 9 contains 47433 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 187631 members 
Mstep: Class 12 contains 4566 members 
Mstep: Class 14 contains 3052 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 17 contains 14089 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 20 contains 36003 members 
Mstep: Class 21 contains 34454 members 
Mstep: Class 22 contains 6790 members 
Mstep: Class 23 contains 104495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86627008.000000 Penalty: 65690.882812
Iteration 19Q: 21 clusters Score -8.662701e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10758 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 6 contains 9156 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 84975 members 
Mstep: Class 9 contains 48218 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 185530 members 
Mstep: Class 12 contains 4524 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 17 contains 14101 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 2020 members 
Mstep: Class 20 contains 36018 members 
Mstep: Class 21 contains 34494 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 106029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86631144.000000 Penalty: 65690.882812
Iteration 20F: 21 clusters Score -8.663114e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 374 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 497 members 
Mstep: Class 4 contains 3548 members 
Mstep: Class 6 contains 9132 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 84994 members 
Mstep: Class 9 contains 48759 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 183557 members 
Mstep: Class 12 contains 4485 members 
Mstep: Class 14 contains 3090 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 17 contains 14110 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 2033 members 
Mstep: Class 20 contains 36055 members 
Mstep: Class 21 contains 34480 members 
Mstep: Class 22 contains 6785 members 
Mstep: Class 23 contains 107220 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 21Q: 21 clusters Score -8.663252e+07 nChanged 10584
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 537 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 6 contains 9120 members 
Mstep: Class 7 contains 860 members 
Mstep: Class 8 contains 86204 members 
Mstep: Class 9 contains 49147 members 
Mstep: Class 10 contains 2109 members 
Mstep: Class 11 contains 180533 members 
Mstep: Class 12 contains 4461 members 
Mstep: Class 14 contains 3113 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 17 contains 14125 members 
Mstep: Class 18 contains 1445 members 
Mstep: Class 19 contains 2035 members 
Mstep: Class 20 contains 36107 members 
Mstep: Class 21 contains 34467 members 
Mstep: Class 22 contains 6763 members 
Mstep: Class 23 contains 108388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 21 clusters Score -8.663426e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 6 contains 9112 members 
Mstep: Class 7 contains 845 members 
Mstep: Class 8 contains 88128 members 
Mstep: Class 9 contains 49432 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 177131 members 
Mstep: Class 12 contains 4423 members 
Mstep: Class 14 contains 3127 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 17 contains 14121 members 
Mstep: Class 18 contains 1449 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 36149 members 
Mstep: Class 21 contains 34464 members 
Mstep: Class 22 contains 6736 members 
Mstep: Class 23 contains 109370 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -8.663624e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 601 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 6 contains 9102 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 90752 members 
Mstep: Class 9 contains 49605 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 173412 members 
Mstep: Class 12 contains 4392 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 17 contains 14126 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2043 members 
Mstep: Class 20 contains 36226 members 
Mstep: Class 21 contains 34451 members 
Mstep: Class 22 contains 6703 members 
Mstep: Class 23 contains 110091 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 24Q: 21 clusters Score -8.663809e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 617 members 
Mstep: Class 4 contains 3662 members 
Mstep: Class 6 contains 9093 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 93855 members 
Mstep: Class 9 contains 49674 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 169797 members 
Mstep: Class 12 contains 4365 members 
Mstep: Class 14 contains 3155 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 17 contains 14129 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2048 members 
Mstep: Class 20 contains 36316 members 
Mstep: Class 21 contains 34449 members 
Mstep: Class 22 contains 6655 members 
Mstep: Class 23 contains 110305 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -8.663978e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 6 contains 9075 members 
Mstep: Class 7 contains 815 members 
Mstep: Class 8 contains 97434 members 
Mstep: Class 9 contains 49688 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 166139 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 14 contains 3170 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 17 contains 14116 members 
Mstep: Class 18 contains 1452 members 
Mstep: Class 19 contains 2057 members 
Mstep: Class 20 contains 36412 members 
Mstep: Class 21 contains 34454 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 110126 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -8.664112e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 627 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 6 contains 9062 members 
Mstep: Class 7 contains 812 members 
Mstep: Class 8 contains 101522 members 
Mstep: Class 9 contains 49629 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 162633 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 14 contains 3177 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 17 contains 14123 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 20 contains 36556 members 
Mstep: Class 21 contains 34460 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 109346 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -8.664288e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 629 members 
Mstep: Class 4 contains 3751 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 809 members 
Mstep: Class 8 contains 106411 members 
Mstep: Class 9 contains 49500 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 158976 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 17 contains 14138 members 
Mstep: Class 18 contains 1454 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 36719 members 
Mstep: Class 21 contains 34464 members 
Mstep: Class 22 contains 6544 members 
Mstep: Class 23 contains 107907 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -8.66447e+07 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10771 members 
Mstep: Class 3 contains 633 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 6 contains 9024 members 
Mstep: Class 7 contains 809 members 
Mstep: Class 8 contains 112038 members 
Mstep: Class 9 contains 49393 members 
Mstep: Class 10 contains 2101 members 
Mstep: Class 11 contains 155423 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 17 contains 14152 members 
Mstep: Class 18 contains 1454 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 36857 members 
Mstep: Class 21 contains 34441 members 
Mstep: Class 22 contains 6512 members 
Mstep: Class 23 contains 105656 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -8.664726e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10779 members 
Mstep: Class 3 contains 637 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 6 contains 9010 members 
Mstep: Class 7 contains 808 members 
Mstep: Class 8 contains 118166 members 
Mstep: Class 9 contains 49286 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 151616 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 17 contains 14133 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 37009 members 
Mstep: Class 21 contains 34396 members 
Mstep: Class 22 contains 6471 members 
Mstep: Class 23 contains 103238 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -8.664844e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10796 members 
Mstep: Class 3 contains 642 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 6 contains 9002 members 
Mstep: Class 7 contains 807 members 
Mstep: Class 8 contains 124486 members 
Mstep: Class 9 contains 49181 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 147291 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 14 contains 3199 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 17 contains 14112 members 
Mstep: Class 18 contains 1454 members 
Mstep: Class 19 contains 2053 members 
Mstep: Class 20 contains 37134 members 
Mstep: Class 21 contains 34374 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 101124 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -8.664862e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10791 members 
Mstep: Class 3 contains 646 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 6 contains 8998 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 130473 members 
Mstep: Class 9 contains 49129 members 
Mstep: Class 10 contains 2102 members 
Mstep: Class 11 contains 142813 members 
Mstep: Class 12 contains 4298 members 
Mstep: Class 14 contains 3201 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 17 contains 14121 members 
Mstep: Class 18 contains 1454 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 37315 members 
Mstep: Class 21 contains 34366 members 
Mstep: Class 22 contains 6440 members 
Mstep: Class 23 contains 99412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86648760.000000 Penalty: 65690.882812
Iteration 32Q: 21 clusters Score -8.664876e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10796 members 
Mstep: Class 3 contains 650 members 
Mstep: Class 4 contains 4168 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 135927 members 
Mstep: Class 9 contains 49041 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 138231 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 17 contains 14106 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 37466 members 
Mstep: Class 21 contains 34342 members 
Mstep: Class 22 contains 6428 members 
Mstep: Class 23 contains 98409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86649536.000000 Penalty: 65690.882812
Iteration 33Q: 21 clusters Score -8.664954e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 10793 members 
Mstep: Class 3 contains 652 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 6 contains 8966 members 
Mstep: Class 7 contains 805 members 
Mstep: Class 8 contains 140725 members 
Mstep: Class 9 contains 48850 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 133976 members 
Mstep: Class 12 contains 4298 members 
Mstep: Class 14 contains 3203 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 17 contains 14091 members 
Mstep: Class 18 contains 1453 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 37627 members 
Mstep: Class 21 contains 34328 members 
Mstep: Class 22 contains 6421 members 
Mstep: Class 23 contains 97831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86650568.000000 Penalty: 65690.882812
Iteration 34Q: 21 clusters Score -8.665057e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10797 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 144856 members 
Mstep: Class 9 contains 48632 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 130126 members 
Mstep: Class 12 contains 4303 members 
Mstep: Class 14 contains 3202 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 17 contains 14063 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2071 members 
Mstep: Class 20 contains 37812 members 
Mstep: Class 21 contains 34344 members 
Mstep: Class 22 contains 6422 members 
Mstep: Class 23 contains 97467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86652048.000000 Penalty: 65690.882812
Iteration 35Q: 21 clusters Score -8.665205e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10777 members 
Mstep: Class 3 contains 654 members 
Mstep: Class 4 contains 4607 members 
Mstep: Class 6 contains 8941 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 147996 members 
Mstep: Class 9 contains 48381 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 126896 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 14 contains 3193 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 17 contains 14035 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2072 members 
Mstep: Class 20 contains 38012 members 
Mstep: Class 21 contains 34386 members 
Mstep: Class 22 contains 6431 members 
Mstep: Class 23 contains 97485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86652200.000000 Penalty: 65690.882812
Iteration 36Q: 21 clusters Score -8.66522e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 6 contains 8938 members 
Mstep: Class 7 contains 802 members 
Mstep: Class 8 contains 150383 members 
Mstep: Class 9 contains 48160 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 124239 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 17 contains 14008 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2075 members 
Mstep: Class 20 contains 38210 members 
Mstep: Class 21 contains 34464 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 97698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86652824.000000 Penalty: 65690.882812
Iteration 37Q: 21 clusters Score -8.665282e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 6 contains 8931 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 152045 members 
Mstep: Class 9 contains 47861 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 122201 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 17 contains 13992 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38424 members 
Mstep: Class 21 contains 34536 members 
Mstep: Class 22 contains 6448 members 
Mstep: Class 23 contains 98091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86654120.000000 Penalty: 65690.882812
Iteration 38Q: 21 clusters Score -8.665412e+07 nChanged 7147
Entering ConstructFrom: 
Score: -86654120.000000 Penalty: 65690.882812
Entering ConstructFrom: 
Trying to split cluster 1 (9834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Entering Unmasked Estep 
Score: -1443531.250000 Penalty: 2280.012939
	Iteration 0F: 2 clusters Score -1443531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1435980.250000 Penalty: 4560.025879
	Iteration 0F: 3 clusters Score -1435980 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1438783.625000 Penalty: 4560.025879
	Iteration 1F: 3 clusters Score -1438784 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1439919.125000 Penalty: 4560.025879
	Iteration 2F: 3 clusters Score -1439919 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1441144.750000 Penalty: 4560.025879
	Iteration 3F: 3 clusters Score -1441145 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1442169.375000 Penalty: 4560.025879
	Iteration 4F: 3 clusters Score -1442169 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1442868.250000 Penalty: 4560.025879
	Iteration 5F: 3 clusters Score -1442868 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1443391.750000 Penalty: 4560.025879
	Iteration 6F: 3 clusters Score -1443392 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1443659.875000 Penalty: 4560.025879
	Iteration 7Q: 3 clusters Score -1443660 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1443810.000000 Penalty: 4560.025879
	Iteration 8Q: 3 clusters Score -1443810 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1443903.625000 Penalty: 4560.025879
	Iteration 9Q: 3 clusters Score -1443904 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1443955.875000 Penalty: 4560.025879
	Iteration 10Q: 3 clusters Score -1443956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1443989.000000 Penalty: 4560.025879
	Iteration 11Q: 3 clusters Score -1443989 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1444019.625000 Penalty: 4560.025879
	Iteration 12Q: 3 clusters Score -1444020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1444048.875000 Penalty: 4560.025879
	Iteration 13Q: 3 clusters Score -1444049 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1444072.875000 Penalty: 4560.025879
	Iteration 14Q: 3 clusters Score -1444073 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1444091.375000 Penalty: 4560.025879
	Iteration 15Q: 3 clusters Score -1444091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1444111.000000 Penalty: 4560.025879
	Iteration 16Q: 3 clusters Score -1444111 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1444132.250000 Penalty: 4560.025879
	Iteration 17Q: 3 clusters Score -1444132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1444144.125000 Penalty: 4560.025879
	Iteration 18Q: 3 clusters Score -1444144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1444159.125000 Penalty: 4560.025879
	Iteration 19Q: 3 clusters Score -1444159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1444170.625000 Penalty: 4560.025879
	Iteration 20F: 3 clusters Score -1444171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1444181.000000 Penalty: 4560.025879
	Iteration 21Q: 3 clusters Score -1444181 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1444199.375000 Penalty: 4560.025879
	Iteration 22Q: 3 clusters Score -1444199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1444213.500000 Penalty: 4560.025879
	Iteration 23Q: 3 clusters Score -1444214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1444223.250000 Penalty: 4560.025879
	Iteration 24Q: 3 clusters Score -1444223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1444247.875000 Penalty: 4560.025879
	Iteration 25Q: 3 clusters Score -1444248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1444273.250000 Penalty: 4560.025879
	Iteration 26Q: 3 clusters Score -1444273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1444305.500000 Penalty: 4560.025879
	Iteration 27Q: 3 clusters Score -1444306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1444334.750000 Penalty: 4560.025879
	Iteration 28Q: 3 clusters Score -1444335 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1444372.750000 Penalty: 4560.025879
	Iteration 29Q: 3 clusters Score -1444373 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1444406.125000 Penalty: 4560.025879
	Iteration 30Q: 3 clusters Score -1444406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1444448.250000 Penalty: 4560.025879
	Iteration 31Q: 3 clusters Score -1444448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1444492.750000 Penalty: 4560.025879
	Iteration 32Q: 3 clusters Score -1444493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1444527.375000 Penalty: 4560.025879
	Iteration 33Q: 3 clusters Score -1444527 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1444546.625000 Penalty: 4560.025879
	Iteration 34Q: 3 clusters Score -1444547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1444566.625000 Penalty: 4560.025879
	Iteration 35Q: 3 clusters Score -1444567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1444584.375000 Penalty: 4560.025879
	Iteration 36Q: 3 clusters Score -1444584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1444607.000000 Penalty: 4560.025879
	Iteration 37Q: 3 clusters Score -1444607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1444633.500000 Penalty: 4560.025879
	Iteration 38Q: 3 clusters Score -1444634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1444652.375000 Penalty: 4560.025879
	Iteration 39Q: 3 clusters Score -1444652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1444669.000000 Penalty: 4560.025879
	Iteration 40F: 3 clusters Score -1444669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1444689.750000 Penalty: 4560.025879
	Iteration 41Q: 3 clusters Score -1444690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1444706.250000 Penalty: 4560.025879
	Iteration 42Q: 3 clusters Score -1444706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1444715.625000 Penalty: 4560.025879
	Iteration 43Q: 3 clusters Score -1444716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1444732.750000 Penalty: 4560.025879
	Iteration 44Q: 3 clusters Score -1444733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1444739.375000 Penalty: 4560.025879
	Iteration 45Q: 3 clusters Score -1444739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1444745.750000 Penalty: 4560.025879
	Iteration 46Q: 3 clusters Score -1444746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1444752.375000 Penalty: 4560.025879
	Iteration 47Q: 3 clusters Score -1444752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1444755.125000 Penalty: 4560.025879
	Iteration 48Q: 3 clusters Score -1444755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1444754.000000 Penalty: 4560.025879
	Iteration 49Q: 3 clusters Score -1444754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1444754.000000 Penalty: 4560.025879
	Iteration 50Q: 3 clusters Score -1444754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1444754.000000 Penalty: 4560.025879
	Iteration 51F: 3 clusters Score -1444754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 153004 members 
Mstep: Class 9 contains 47577 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Entering Unmasked Estep 
Score: -86654304.000000 Penalty: 68975.421875
Splitting cluster 1 changes total score from -86654120.000000 to -86654304.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (10697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Entering Unmasked Estep 
Score: -1694164.000000 Penalty: 2300.874268
	Iteration 0F: 2 clusters Score -1694164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1686048.375000 Penalty: 4601.748535
	Iteration 0F: 3 clusters Score -1686048 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1688561.250000 Penalty: 4601.748535
	Iteration 1F: 3 clusters Score -1688561 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1689183.750000 Penalty: 4601.748535
	Iteration 2F: 3 clusters Score -1689184 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1689888.500000 Penalty: 4601.748535
	Iteration 3F: 3 clusters Score -1689888 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1690615.375000 Penalty: 4601.748535
	Iteration 4F: 3 clusters Score -1690615 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1691284.625000 Penalty: 4601.748535
	Iteration 5F: 3 clusters Score -1691285 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1691816.000000 Penalty: 4601.748535
	Iteration 6F: 3 clusters Score -1691816 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1692149.875000 Penalty: 4601.748535
	Iteration 7F: 3 clusters Score -1692150 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1692324.875000 Penalty: 4601.748535
	Iteration 8Q: 3 clusters Score -1692325 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1692429.500000 Penalty: 4601.748535
	Iteration 9Q: 3 clusters Score -1692430 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1692510.625000 Penalty: 4601.748535
	Iteration 10Q: 3 clusters Score -1692511 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1692561.375000 Penalty: 4601.748535
	Iteration 11Q: 3 clusters Score -1692561 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1692611.750000 Penalty: 4601.748535
	Iteration 12Q: 3 clusters Score -1692612 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1692648.250000 Penalty: 4601.748535
	Iteration 13Q: 3 clusters Score -1692648 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1692675.250000 Penalty: 4601.748535
	Iteration 14Q: 3 clusters Score -1692675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1692713.375000 Penalty: 4601.748535
	Iteration 15Q: 3 clusters Score -1692713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1692748.000000 Penalty: 4601.748535
	Iteration 16Q: 3 clusters Score -1692748 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1692776.375000 Penalty: 4601.748535
	Iteration 17Q: 3 clusters Score -1692776 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1692807.125000 Penalty: 4601.748535
	Iteration 18Q: 3 clusters Score -1692807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1692853.000000 Penalty: 4601.748535
	Iteration 19Q: 3 clusters Score -1692853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1692875.625000 Penalty: 4601.748535
	Iteration 20F: 3 clusters Score -1692876 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1692899.125000 Penalty: 4601.748535
	Iteration 21Q: 3 clusters Score -1692899 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1692921.750000 Penalty: 4601.748535
	Iteration 22Q: 3 clusters Score -1692922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1692936.500000 Penalty: 4601.748535
	Iteration 23Q: 3 clusters Score -1692936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1692944.000000 Penalty: 4601.748535
	Iteration 24Q: 3 clusters Score -1692944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1692958.875000 Penalty: 4601.748535
	Iteration 25Q: 3 clusters Score -1692959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1692977.250000 Penalty: 4601.748535
	Iteration 26Q: 3 clusters Score -1692977 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1692995.000000 Penalty: 4601.748535
	Iteration 27Q: 3 clusters Score -1692995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1693008.625000 Penalty: 4601.748535
	Iteration 28Q: 3 clusters Score -1693009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1693030.500000 Penalty: 4601.748535
	Iteration 29Q: 3 clusters Score -1693030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1693044.375000 Penalty: 4601.748535
	Iteration 30Q: 3 clusters Score -1693044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1693050.250000 Penalty: 4601.748535
	Iteration 31Q: 3 clusters Score -1693050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1693061.375000 Penalty: 4601.748535
	Iteration 32Q: 3 clusters Score -1693061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1693067.875000 Penalty: 4601.748535
	Iteration 33Q: 3 clusters Score -1693068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1693071.750000 Penalty: 4601.748535
	Iteration 34Q: 3 clusters Score -1693072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1693079.125000 Penalty: 4601.748535
	Iteration 35Q: 3 clusters Score -1693079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1693088.375000 Penalty: 4601.748535
	Iteration 36Q: 3 clusters Score -1693088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1693093.875000 Penalty: 4601.748535
	Iteration 37Q: 3 clusters Score -1693094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1693105.500000 Penalty: 4601.748535
	Iteration 38Q: 3 clusters Score -1693106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1693107.750000 Penalty: 4601.748535
	Iteration 39Q: 3 clusters Score -1693108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1693114.625000 Penalty: 4601.748535
	Iteration 40F: 3 clusters Score -1693115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1693118.625000 Penalty: 4601.748535
	Iteration 41Q: 3 clusters Score -1693119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1693123.875000 Penalty: 4601.748535
	Iteration 42Q: 3 clusters Score -1693124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1693127.500000 Penalty: 4601.748535
	Iteration 43Q: 3 clusters Score -1693128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1693129.875000 Penalty: 4601.748535
	Iteration 44Q: 3 clusters Score -1693130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1693133.125000 Penalty: 4601.748535
	Iteration 45Q: 3 clusters Score -1693133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1693134.500000 Penalty: 4601.748535
	Iteration 46Q: 3 clusters Score -1693134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1693132.125000 Penalty: 4601.748535
	Iteration 47Q: 3 clusters Score -1693132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1693133.750000 Penalty: 4601.748535
	Iteration 48Q: 3 clusters Score -1693134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1693133.625000 Penalty: 4601.748535
	Iteration 49Q: 3 clusters Score -1693134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1693133.125000 Penalty: 4601.748535
	Iteration 50Q: 3 clusters Score -1693133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1693134.500000 Penalty: 4601.748535
	Iteration 51Q: 3 clusters Score -1693134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1693135.375000 Penalty: 4601.748535
	Iteration 52Q: 3 clusters Score -1693135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1693136.750000 Penalty: 4601.748535
	Iteration 53Q: 3 clusters Score -1693137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1693138.875000 Penalty: 4601.748535
	Iteration 54Q: 3 clusters Score -1693139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1693140.250000 Penalty: 4601.748535
	Iteration 55Q: 3 clusters Score -1693140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1693142.750000 Penalty: 4601.748535
	Iteration 56Q: 3 clusters Score -1693143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1693144.625000 Penalty: 4601.748535
	Iteration 57Q: 3 clusters Score -1693145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1693147.250000 Penalty: 4601.748535
	Iteration 58Q: 3 clusters Score -1693147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1693152.750000 Penalty: 4601.748535
	Iteration 59Q: 3 clusters Score -1693153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1693152.250000 Penalty: 4601.748535
	Iteration 60F: 3 clusters Score -1693152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1693153.000000 Penalty: 4601.748535
	Iteration 61Q: 3 clusters Score -1693153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1693156.125000 Penalty: 4601.748535
	Iteration 62Q: 3 clusters Score -1693156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1693156.625000 Penalty: 4601.748535
	Iteration 63Q: 3 clusters Score -1693157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1693160.625000 Penalty: 4601.748535
	Iteration 64Q: 3 clusters Score -1693161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1693160.625000 Penalty: 4601.748535
	Iteration 65Q: 3 clusters Score -1693161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1693158.000000 Penalty: 4601.748535
	Iteration 66Q: 3 clusters Score -1693158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1693157.000000 Penalty: 4601.748535
	Iteration 67Q: 3 clusters Score -1693157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1693159.125000 Penalty: 4601.748535
	Iteration 68Q: 3 clusters Score -1693159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1693161.250000 Penalty: 4601.748535
	Iteration 69Q: 3 clusters Score -1693161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1693161.250000 Penalty: 4601.748535
	Iteration 70F: 3 clusters Score -1693161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -93160.664062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -93160.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91519.343750 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -91519.34 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91792.992188 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -91792.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91891.117188 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -91891.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91998.039062 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -91998.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -92026.046875 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -92026.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92049.765625 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -92049.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -92061.523438 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -92061.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92063.179688 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -92063.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92064.546875 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -92064.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92064.546875 Penalty: 3216.379150
	Iteration 9F: 3 clusters Score -92064.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Entering Unmasked Estep 
Score: -745210.125000 Penalty: 2102.656250
	Iteration 0F: 2 clusters Score -745210.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -740779.562500 Penalty: 4205.312500
	Iteration 0F: 3 clusters Score -740779.6 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -741893.750000 Penalty: 4205.312500
	Iteration 1F: 3 clusters Score -741893.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -742341.937500 Penalty: 4205.312500
	Iteration 2F: 3 clusters Score -742341.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -742931.750000 Penalty: 4205.312500
	Iteration 3F: 3 clusters Score -742931.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -743634.875000 Penalty: 4205.312500
	Iteration 4F: 3 clusters Score -743634.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -744259.687500 Penalty: 4205.312500
	Iteration 5F: 3 clusters Score -744259.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -744658.375000 Penalty: 4205.312500
	Iteration 6F: 3 clusters Score -744658.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -744882.375000 Penalty: 4205.312500
	Iteration 7Q: 3 clusters Score -744882.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -745020.437500 Penalty: 4205.312500
	Iteration 8Q: 3 clusters Score -745020.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -745109.687500 Penalty: 4205.312500
	Iteration 9Q: 3 clusters Score -745109.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -745169.312500 Penalty: 4205.312500
	Iteration 10Q: 3 clusters Score -745169.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -745207.375000 Penalty: 4205.312500
	Iteration 11Q: 3 clusters Score -745207.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -745227.000000 Penalty: 4205.312500
	Iteration 12Q: 3 clusters Score -745227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -745242.062500 Penalty: 4205.312500
	Iteration 13Q: 3 clusters Score -745242.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -745254.875000 Penalty: 4205.312500
	Iteration 14Q: 3 clusters Score -745254.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -745260.937500 Penalty: 4205.312500
	Iteration 15Q: 3 clusters Score -745260.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -745264.250000 Penalty: 4205.312500
	Iteration 16Q: 3 clusters Score -745264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -745269.750000 Penalty: 4205.312500
	Iteration 17Q: 3 clusters Score -745269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -745272.000000 Penalty: 4205.312500
	Iteration 18Q: 3 clusters Score -745272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -745272.250000 Penalty: 4205.312500
	Iteration 19Q: 3 clusters Score -745272.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -745273.250000 Penalty: 4205.312500
	Iteration 20F: 3 clusters Score -745273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -745273.437500 Penalty: 4205.312500
	Iteration 21Q: 3 clusters Score -745273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -745277.250000 Penalty: 4205.312500
	Iteration 22Q: 3 clusters Score -745277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -745277.062500 Penalty: 4205.312500
	Iteration 23Q: 3 clusters Score -745277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -745277.062500 Penalty: 4205.312500
	Iteration 24F: 3 clusters Score -745277.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 800 members 
Mstep: Class 8 contains 153004 members 
Mstep: Class 9 contains 47577 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 4223 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Entering Unmasked Estep 
Score: -86653216.000000 Penalty: 72259.968750
Splitting cluster 4 changes total score from -86654120.000000 to -86653216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Entering Unmasked Estep 
Score: -1331772.500000 Penalty: 2256.070801
	Iteration 0F: 2 clusters Score -1331772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1324828.750000 Penalty: 4512.141602
	Iteration 0F: 3 clusters Score -1324829 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1327058.750000 Penalty: 4512.141602
	Iteration 1F: 3 clusters Score -1327059 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1327673.875000 Penalty: 4512.141602
	Iteration 2F: 3 clusters Score -1327674 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1328210.625000 Penalty: 4512.141602
	Iteration 3F: 3 clusters Score -1328211 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1328652.500000 Penalty: 4512.141602
	Iteration 4F: 3 clusters Score -1328652 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1329013.000000 Penalty: 4512.141602
	Iteration 5F: 3 clusters Score -1329013 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1329348.125000 Penalty: 4512.141602
	Iteration 6F: 3 clusters Score -1329348 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1329676.375000 Penalty: 4512.141602
	Iteration 7Q: 3 clusters Score -1329676 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1329949.875000 Penalty: 4512.141602
	Iteration 8Q: 3 clusters Score -1329950 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1330149.125000 Penalty: 4512.141602
	Iteration 9Q: 3 clusters Score -1330149 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1330309.500000 Penalty: 4512.141602
	Iteration 10Q: 3 clusters Score -1330310 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1330441.250000 Penalty: 4512.141602
	Iteration 11Q: 3 clusters Score -1330441 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1330528.875000 Penalty: 4512.141602
	Iteration 12Q: 3 clusters Score -1330529 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1330595.500000 Penalty: 4512.141602
	Iteration 13Q: 3 clusters Score -1330596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1330641.500000 Penalty: 4512.141602
	Iteration 14Q: 3 clusters Score -1330642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1330683.625000 Penalty: 4512.141602
	Iteration 15Q: 3 clusters Score -1330684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1330705.625000 Penalty: 4512.141602
	Iteration 16Q: 3 clusters Score -1330706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1330731.875000 Penalty: 4512.141602
	Iteration 17Q: 3 clusters Score -1330732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1330746.000000 Penalty: 4512.141602
	Iteration 18Q: 3 clusters Score -1330746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1330752.375000 Penalty: 4512.141602
	Iteration 19Q: 3 clusters Score -1330752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1330758.875000 Penalty: 4512.141602
	Iteration 20F: 3 clusters Score -1330759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1330761.750000 Penalty: 4512.141602
	Iteration 21Q: 3 clusters Score -1330762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1330768.000000 Penalty: 4512.141602
	Iteration 22Q: 3 clusters Score -1330768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1330772.625000 Penalty: 4512.141602
	Iteration 23Q: 3 clusters Score -1330773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1330776.625000 Penalty: 4512.141602
	Iteration 24Q: 3 clusters Score -1330777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1330779.875000 Penalty: 4512.141602
	Iteration 25Q: 3 clusters Score -1330780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1330790.250000 Penalty: 4512.141602
	Iteration 26Q: 3 clusters Score -1330790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1330795.625000 Penalty: 4512.141602
	Iteration 27Q: 3 clusters Score -1330796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1330798.375000 Penalty: 4512.141602
	Iteration 28Q: 3 clusters Score -1330798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1330800.250000 Penalty: 4512.141602
	Iteration 29Q: 3 clusters Score -1330800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1330800.250000 Penalty: 4512.141602
	Iteration 30F: 3 clusters Score -1330800 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: -81422.757812 Penalty: 1657.783691
	Iteration 0F: 2 clusters Score -81422.76 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 397 members 
Entering Unmasked Estep 
Score: -80122.789062 Penalty: 3315.567383
	Iteration 0F: 3 clusters Score -80122.79 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81134.531250 Penalty: 3315.567383
	Iteration 1F: 3 clusters Score -81134.53 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81754.828125 Penalty: 3315.567383
	Iteration 2F: 3 clusters Score -81754.83 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82227.593750 Penalty: 3315.567383
	Iteration 3F: 3 clusters Score -82227.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -82794.695312 Penalty: 3315.567383
	Iteration 4F: 3 clusters Score -82794.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83497.468750 Penalty: 3315.567383
	Iteration 5F: 3 clusters Score -83497.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -83746.421875 Penalty: 3315.567383
	Iteration 6F: 3 clusters Score -83746.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83851.281250 Penalty: 3315.567383
	Iteration 7Q: 3 clusters Score -83851.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83966.718750 Penalty: 3315.567383
	Iteration 8Q: 3 clusters Score -83966.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84078.484375 Penalty: 3315.567383
	Iteration 9Q: 3 clusters Score -84078.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84091.195312 Penalty: 3315.567383
	Iteration 10Q: 3 clusters Score -84091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84137.664062 Penalty: 3315.567383
	Iteration 11Q: 3 clusters Score -84137.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84159.492188 Penalty: 3315.567383
	Iteration 12Q: 3 clusters Score -84159.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84191.148438 Penalty: 3315.567383
	Iteration 13Q: 3 clusters Score -84191.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84245.703125 Penalty: 3315.567383
	Iteration 14Q: 3 clusters Score -84245.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84301.046875 Penalty: 3315.567383
	Iteration 15Q: 3 clusters Score -84301.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84317.117188 Penalty: 3315.567383
	Iteration 16Q: 3 clusters Score -84317.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84367.820312 Penalty: 3315.567383
	Iteration 17Q: 3 clusters Score -84367.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84413.640625 Penalty: 3315.567383
	Iteration 18Q: 3 clusters Score -84413.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -84426.632812 Penalty: 3315.567383
	Iteration 19Q: 3 clusters Score -84426.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84433.851562 Penalty: 3315.567383
	Iteration 20F: 3 clusters Score -84433.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84454.992188 Penalty: 3315.567383
	Iteration 21Q: 3 clusters Score -84454.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84463.406250 Penalty: 3315.567383
	Iteration 22Q: 3 clusters Score -84463.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84468.539062 Penalty: 3315.567383
	Iteration 23Q: 3 clusters Score -84468.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84468.539062 Penalty: 3315.567383
	Iteration 24F: 3 clusters Score -84468.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 153004 members 
Mstep: Class 9 contains 47577 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Entering Unmasked Estep 
Score: -86655728.000000 Penalty: 72259.968750
Splitting cluster 7 changes total score from -86654120.000000 to -86655728.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 8 (153004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153004 members 
Entering Unmasked Estep 
Score: -24041800.000000 Penalty: 2960.678223
	Iteration 0F: 2 clusters Score -2.40418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -23950052.000000 Penalty: 5921.356445
	Iteration 0F: 3 clusters Score -2.395005e+07 nChanged 73253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74407 members 
Mstep: Class 2 contains 78597 members 
Entering Unmasked Estep 
Score: -23993050.000000 Penalty: 5921.356445
	Iteration 1F: 3 clusters Score -2.399305e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72654 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -23995514.000000 Penalty: 5921.356445
	Iteration 2Q: 3 clusters Score -2.399551e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -23998698.000000 Penalty: 5921.356445
	Iteration 3Q: 3 clusters Score -2.39987e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -24003828.000000 Penalty: 5921.356445
	Iteration 4F: 3 clusters Score -2.400383e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 94551 members 
Entering Unmasked Estep 
Score: -24010858.000000 Penalty: 5921.356445
	Iteration 5F: 3 clusters Score -2.401086e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -24019788.000000 Penalty: 5921.356445
	Iteration 6F: 3 clusters Score -2.401979e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 110794 members 
Entering Unmasked Estep 
Score: -24028572.000000 Penalty: 5921.356445
	Iteration 7F: 3 clusters Score -2.402857e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 117499 members 
Entering Unmasked Estep 
Score: -24035048.000000 Penalty: 5921.356445
	Iteration 8F: 3 clusters Score -2.403505e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 122703 members 
Entering Unmasked Estep 
Score: -24038622.000000 Penalty: 5921.356445
	Iteration 9Q: 3 clusters Score -2.403862e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 127108 members 
Entering Unmasked Estep 
Score: -24040284.000000 Penalty: 5921.356445
	Iteration 10Q: 3 clusters Score -2.404028e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 130992 members 
Entering Unmasked Estep 
Score: -24041334.000000 Penalty: 5921.356445
	Iteration 11Q: 3 clusters Score -2.404133e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 134467 members 
Entering Unmasked Estep 
Score: -24042254.000000 Penalty: 5921.356445
	Iteration 12Q: 3 clusters Score -2.404225e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 137559 members 
Entering Unmasked Estep 
Score: -24042884.000000 Penalty: 5921.356445
	Iteration 13Q: 3 clusters Score -2.404288e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 140321 members 
Entering Unmasked Estep 
Score: -24043590.000000 Penalty: 5921.356445
	Iteration 14Q: 3 clusters Score -2.404359e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -24044008.000000 Penalty: 5921.356445
	Iteration 15Q: 3 clusters Score -2.404401e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 144468 members 
Entering Unmasked Estep 
Score: -24044474.000000 Penalty: 5921.356445
	Iteration 16Q: 3 clusters Score -2.404447e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -24044868.000000 Penalty: 5921.356445
	Iteration 17Q: 3 clusters Score -2.404487e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 146747 members 
Entering Unmasked Estep 
Score: -24045124.000000 Penalty: 5921.356445
	Iteration 18Q: 3 clusters Score -2.404512e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -24045232.000000 Penalty: 5921.356445
	Iteration 19Q: 3 clusters Score -2.404523e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -24045334.000000 Penalty: 5921.356445
	Iteration 20F: 3 clusters Score -2.404533e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -24045390.000000 Penalty: 5921.356445
	Iteration 21Q: 3 clusters Score -2.404539e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 148391 members 
Entering Unmasked Estep 
Score: -24045432.000000 Penalty: 5921.356445
	Iteration 22Q: 3 clusters Score -2.404543e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -24045328.000000 Penalty: 5921.356445
	Iteration 23Q: 3 clusters Score -2.404533e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -24045336.000000 Penalty: 5921.356445
	Iteration 24Q: 3 clusters Score -2.404534e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 148759 members 
Entering Unmasked Estep 
Score: -24045338.000000 Penalty: 5921.356445
	Iteration 25Q: 3 clusters Score -2.404534e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -24045328.000000 Penalty: 5921.356445
	Iteration 26Q: 3 clusters Score -2.404533e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 148888 members 
Entering Unmasked Estep 
Score: -24045338.000000 Penalty: 5921.356445
	Iteration 27Q: 3 clusters Score -2.404534e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 148937 members 
Entering Unmasked Estep 
Score: -24045362.000000 Penalty: 5921.356445
	Iteration 28Q: 3 clusters Score -2.404536e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -24045338.000000 Penalty: 5921.356445
	Iteration 29Q: 3 clusters Score -2.404534e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 149008 members 
Entering Unmasked Estep 
Score: -24045328.000000 Penalty: 5921.356445
	Iteration 30Q: 3 clusters Score -2.404533e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 149035 members 
Entering Unmasked Estep 
Score: -24045340.000000 Penalty: 5921.356445
	Iteration 31Q: 3 clusters Score -2.404534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 149049 members 
Entering Unmasked Estep 
Score: -24045330.000000 Penalty: 5921.356445
	Iteration 32Q: 3 clusters Score -2.404533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 149068 members 
Entering Unmasked Estep 
Score: -24045330.000000 Penalty: 5921.356445
	Iteration 33Q: 3 clusters Score -2.404533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 149089 members 
Entering Unmasked Estep 
Score: -24045324.000000 Penalty: 5921.356445
	Iteration 34Q: 3 clusters Score -2.404532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -24045324.000000 Penalty: 5921.356445
	Iteration 35Q: 3 clusters Score -2.404532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -24045296.000000 Penalty: 5921.356445
	Iteration 36Q: 3 clusters Score -2.40453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 149131 members 
Entering Unmasked Estep 
Score: -24045308.000000 Penalty: 5921.356445
	Iteration 37Q: 3 clusters Score -2.404531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 149133 members 
Entering Unmasked Estep 
Score: -24045298.000000 Penalty: 5921.356445
	Iteration 38Q: 3 clusters Score -2.40453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -24045296.000000 Penalty: 5921.356445
	Iteration 39Q: 3 clusters Score -2.40453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 149137 members 
Entering Unmasked Estep 
Score: -24045302.000000 Penalty: 5921.356445
	Iteration 40F: 3 clusters Score -2.40453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -24045294.000000 Penalty: 5921.356445
	Iteration 41Q: 3 clusters Score -2.404529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 149139 members 
Entering Unmasked Estep 
Score: -24045298.000000 Penalty: 5921.356445
	Iteration 42Q: 3 clusters Score -2.40453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 149142 members 
Entering Unmasked Estep 
Score: -24045288.000000 Penalty: 5921.356445
	Iteration 43Q: 3 clusters Score -2.404529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 149148 members 
Entering Unmasked Estep 
Score: -24045276.000000 Penalty: 5921.356445
	Iteration 44Q: 3 clusters Score -2.404528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 149153 members 
Entering Unmasked Estep 
Score: -24045274.000000 Penalty: 5921.356445
	Iteration 45Q: 3 clusters Score -2.404527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 149155 members 
Entering Unmasked Estep 
Score: -24045278.000000 Penalty: 5921.356445
	Iteration 46Q: 3 clusters Score -2.404528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 149160 members 
Entering Unmasked Estep 
Score: -24045290.000000 Penalty: 5921.356445
	Iteration 47Q: 3 clusters Score -2.404529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -24045286.000000 Penalty: 5921.356445
	Iteration 48Q: 3 clusters Score -2.404529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 149172 members 
Entering Unmasked Estep 
Score: -24045278.000000 Penalty: 5921.356445
	Iteration 49Q: 3 clusters Score -2.404528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 149176 members 
Entering Unmasked Estep 
Score: -24045276.000000 Penalty: 5921.356445
	Iteration 50Q: 3 clusters Score -2.404528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 149182 members 
Entering Unmasked Estep 
Score: -24045280.000000 Penalty: 5921.356445
	Iteration 51Q: 3 clusters Score -2.404528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 149185 members 
Entering Unmasked Estep 
Score: -24045280.000000 Penalty: 5921.356445
	Iteration 52Q: 3 clusters Score -2.404528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -24045282.000000 Penalty: 5921.356445
	Iteration 53Q: 3 clusters Score -2.404528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 149195 members 
Entering Unmasked Estep 
Score: -24045294.000000 Penalty: 5921.356445
	Iteration 54Q: 3 clusters Score -2.404529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 149198 members 
Entering Unmasked Estep 
Score: -24045258.000000 Penalty: 5921.356445
	Iteration 55Q: 3 clusters Score -2.404526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 149200 members 
Entering Unmasked Estep 
Score: -24045258.000000 Penalty: 5921.356445
	Iteration 56Q: 3 clusters Score -2.404526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 149205 members 
Entering Unmasked Estep 
Score: -24045262.000000 Penalty: 5921.356445
	Iteration 57Q: 3 clusters Score -2.404526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -24045274.000000 Penalty: 5921.356445
	Iteration 58Q: 3 clusters Score -2.404527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -24045262.000000 Penalty: 5921.356445
	Iteration 59Q: 3 clusters Score -2.404526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 149213 members 
Entering Unmasked Estep 
Score: -24045274.000000 Penalty: 5921.356445
	Iteration 60F: 3 clusters Score -2.404527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 47577 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Entering Unmasked Estep 
Score: -86658272.000000 Penalty: 75544.515625
Splitting cluster 8 changes total score from -86654120.000000 to -86658272.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 9 (47577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Entering Unmasked Estep 
Score: -7350694.500000 Penalty: 2670.985840
	Iteration 0F: 2 clusters Score -7350694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -7318711.500000 Penalty: 5341.971680
	Iteration 0F: 3 clusters Score -7318712 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -7330643.500000 Penalty: 5341.971680
	Iteration 1F: 3 clusters Score -7330644 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -7331339.000000 Penalty: 5341.971680
	Iteration 2Q: 3 clusters Score -7331339 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7332297.500000 Penalty: 5341.971680
	Iteration 3Q: 3 clusters Score -7332298 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -7333771.500000 Penalty: 5341.971680
	Iteration 4Q: 3 clusters Score -7333772 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -7335610.500000 Penalty: 5341.971680
	Iteration 5F: 3 clusters Score -7335610 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -7337831.000000 Penalty: 5341.971680
	Iteration 6F: 3 clusters Score -7337831 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -7340291.500000 Penalty: 5341.971680
	Iteration 7F: 3 clusters Score -7340292 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -7342727.000000 Penalty: 5341.971680
	Iteration 8F: 3 clusters Score -7342727 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -7344895.000000 Penalty: 5341.971680
	Iteration 9F: 3 clusters Score -7344895 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -7346557.500000 Penalty: 5341.971680
	Iteration 10Q: 3 clusters Score -7346558 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -7348069.500000 Penalty: 5341.971680
	Iteration 11Q: 3 clusters Score -7348070 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7349580.000000 Penalty: 5341.971680
	Iteration 12Q: 3 clusters Score -7349580 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -7350287.000000 Penalty: 5341.971680
	Iteration 13Q: 3 clusters Score -7350287 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -7350580.000000 Penalty: 5341.971680
	Iteration 14Q: 3 clusters Score -7350580 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -7350718.000000 Penalty: 5341.971680
	Iteration 15Q: 3 clusters Score -7350718 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -7350803.500000 Penalty: 5341.971680
	Iteration 16Q: 3 clusters Score -7350804 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -7350854.000000 Penalty: 5341.971680
	Iteration 17Q: 3 clusters Score -7350854 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -7350894.500000 Penalty: 5341.971680
	Iteration 18Q: 3 clusters Score -7350894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -7350912.500000 Penalty: 5341.971680
	Iteration 19Q: 3 clusters Score -7350912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -7350925.000000 Penalty: 5341.971680
	Iteration 20F: 3 clusters Score -7350925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -7350930.500000 Penalty: 5341.971680
	Iteration 21Q: 3 clusters Score -7350930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -7350937.500000 Penalty: 5341.971680
	Iteration 22Q: 3 clusters Score -7350938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -7350949.500000 Penalty: 5341.971680
	Iteration 23Q: 3 clusters Score -7350950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -7350956.500000 Penalty: 5341.971680
	Iteration 24Q: 3 clusters Score -7350956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -7350960.500000 Penalty: 5341.971680
	Iteration 25Q: 3 clusters Score -7350960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -7350973.000000 Penalty: 5341.971680
	Iteration 26Q: 3 clusters Score -7350973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -7350978.000000 Penalty: 5341.971680
	Iteration 27Q: 3 clusters Score -7350978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -7350976.000000 Penalty: 5341.971680
	Iteration 28Q: 3 clusters Score -7350976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -7350978.000000 Penalty: 5341.971680
	Iteration 29Q: 3 clusters Score -7350978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -7350979.500000 Penalty: 5341.971680
	Iteration 30Q: 3 clusters Score -7350980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -7350989.500000 Penalty: 5341.971680
	Iteration 31Q: 3 clusters Score -7350990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -7350995.500000 Penalty: 5341.971680
	Iteration 32Q: 3 clusters Score -7350996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -7350979.500000 Penalty: 5341.971680
	Iteration 33Q: 3 clusters Score -7350980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -7350977.000000 Penalty: 5341.971680
	Iteration 34Q: 3 clusters Score -7350977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -7350980.000000 Penalty: 5341.971680
	Iteration 35Q: 3 clusters Score -7350980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -7350979.000000 Penalty: 5341.971680
	Iteration 36Q: 3 clusters Score -7350979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -7350980.000000 Penalty: 5341.971680
	Iteration 37Q: 3 clusters Score -7350980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -7350980.000000 Penalty: 5341.971680
	Iteration 38F: 3 clusters Score -7350980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Mstep: Class 24 contains 44599 members 
Entering Unmasked Estep 
Score: -86657728.000000 Penalty: 78829.054688
Splitting cluster 9 changes total score from -86654120.000000 to -86657728.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -242788.937500 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -242788.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -240715.468750 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -240715.5 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -245440.000000 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -245440 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -249391.078125 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -249391.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -251331.703125 Penalty: 3795.191406
	Iteration 3F: 3 clusters Score -251331.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -252211.765625 Penalty: 3795.191406
	Iteration 4F: 3 clusters Score -252211.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -252402.046875 Penalty: 3795.191406
	Iteration 5Q: 3 clusters Score -252402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -252456.015625 Penalty: 3795.191406
	Iteration 6Q: 3 clusters Score -252456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -252591.203125 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -252591.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -252731.859375 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -252731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -252743.468750 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -252743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -252749.500000 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -252749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -252749.500000 Penalty: 3795.191406
	Iteration 11F: 3 clusters Score -252749.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Mstep: Class 24 contains 44599 members 
Mstep: Class 25 contains 1087 members 
Entering Unmasked Estep 
Score: -86666360.000000 Penalty: 82113.601562
Splitting cluster 10 changes total score from -86654120.000000 to -86666360.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (120766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120766 members 
Entering Unmasked Estep 
Score: -19032212.000000 Penalty: 2901.999268
	Iteration 0F: 2 clusters Score -1.903221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -18955100.000000 Penalty: 5803.998535
	Iteration 0F: 3 clusters Score -1.89551e+07 nChanged 57272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -18988952.000000 Penalty: 5803.998535
	Iteration 1F: 3 clusters Score -1.898895e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -18990598.000000 Penalty: 5803.998535
	Iteration 2Q: 3 clusters Score -1.89906e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -18993208.000000 Penalty: 5803.998535
	Iteration 3Q: 3 clusters Score -1.899321e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -18997228.000000 Penalty: 5803.998535
	Iteration 4F: 3 clusters Score -1.899723e+07 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -19003576.000000 Penalty: 5803.998535
	Iteration 5F: 3 clusters Score -1.900358e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -19011758.000000 Penalty: 5803.998535
	Iteration 6F: 3 clusters Score -1.901176e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 100381 members 
Entering Unmasked Estep 
Score: -19019240.000000 Penalty: 5803.998535
	Iteration 7F: 3 clusters Score -1.901924e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -19024076.000000 Penalty: 5803.998535
	Iteration 8Q: 3 clusters Score -1.902408e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
Score: -19027106.000000 Penalty: 5803.998535
	Iteration 9Q: 3 clusters Score -1.902711e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 110481 members 
Entering Unmasked Estep 
Score: -19028728.000000 Penalty: 5803.998535
	Iteration 10Q: 3 clusters Score -1.902873e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 111853 members 
Entering Unmasked Estep 
Score: -19029424.000000 Penalty: 5803.998535
	Iteration 11Q: 3 clusters Score -1.902942e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 112895 members 
Entering Unmasked Estep 
Score: -19029958.000000 Penalty: 5803.998535
	Iteration 12Q: 3 clusters Score -1.902996e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 113654 members 
Entering Unmasked Estep 
Score: -19030334.000000 Penalty: 5803.998535
	Iteration 13Q: 3 clusters Score -1.903033e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -19030694.000000 Penalty: 5803.998535
	Iteration 14Q: 3 clusters Score -1.903069e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 114795 members 
Entering Unmasked Estep 
Score: -19030926.000000 Penalty: 5803.998535
	Iteration 15Q: 3 clusters Score -1.903093e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 115183 members 
Entering Unmasked Estep 
Score: -19031060.000000 Penalty: 5803.998535
	Iteration 16Q: 3 clusters Score -1.903106e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 115479 members 
Entering Unmasked Estep 
Score: -19031212.000000 Penalty: 5803.998535
	Iteration 17Q: 3 clusters Score -1.903121e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -19031286.000000 Penalty: 5803.998535
	Iteration 18Q: 3 clusters Score -1.903129e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 115877 members 
Entering Unmasked Estep 
Score: -19031292.000000 Penalty: 5803.998535
	Iteration 19Q: 3 clusters Score -1.903129e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 116019 members 
Entering Unmasked Estep 
Score: -19031310.000000 Penalty: 5803.998535
	Iteration 20F: 3 clusters Score -1.903131e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 116123 members 
Entering Unmasked Estep 
Score: -19031292.000000 Penalty: 5803.998535
	Iteration 21Q: 3 clusters Score -1.903129e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 116202 members 
Entering Unmasked Estep 
Score: -19031302.000000 Penalty: 5803.998535
	Iteration 22Q: 3 clusters Score -1.90313e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -19031286.000000 Penalty: 5803.998535
	Iteration 23Q: 3 clusters Score -1.903129e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -19031272.000000 Penalty: 5803.998535
	Iteration 24Q: 3 clusters Score -1.903127e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -19031260.000000 Penalty: 5803.998535
	Iteration 25Q: 3 clusters Score -1.903126e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 116401 members 
Entering Unmasked Estep 
Score: -19031236.000000 Penalty: 5803.998535
	Iteration 26Q: 3 clusters Score -1.903124e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 116449 members 
Entering Unmasked Estep 
Score: -19031252.000000 Penalty: 5803.998535
	Iteration 27Q: 3 clusters Score -1.903125e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 116489 members 
Entering Unmasked Estep 
Score: -19031264.000000 Penalty: 5803.998535
	Iteration 28Q: 3 clusters Score -1.903126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 116514 members 
Entering Unmasked Estep 
Score: -19031250.000000 Penalty: 5803.998535
	Iteration 29Q: 3 clusters Score -1.903125e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -19031254.000000 Penalty: 5803.998535
	Iteration 30Q: 3 clusters Score -1.903125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 116568 members 
Entering Unmasked Estep 
Score: -19031264.000000 Penalty: 5803.998535
	Iteration 31Q: 3 clusters Score -1.903126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 116595 members 
Entering Unmasked Estep 
Score: -19031260.000000 Penalty: 5803.998535
	Iteration 32Q: 3 clusters Score -1.903126e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 116621 members 
Entering Unmasked Estep 
Score: -19031262.000000 Penalty: 5803.998535
	Iteration 33Q: 3 clusters Score -1.903126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 116637 members 
Entering Unmasked Estep 
Score: -19031268.000000 Penalty: 5803.998535
	Iteration 34Q: 3 clusters Score -1.903127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 116652 members 
Entering Unmasked Estep 
Score: -19031268.000000 Penalty: 5803.998535
	Iteration 35Q: 3 clusters Score -1.903127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 116667 members 
Entering Unmasked Estep 
Score: -19031276.000000 Penalty: 5803.998535
	Iteration 36Q: 3 clusters Score -1.903128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 116678 members 
Entering Unmasked Estep 
Score: -19031250.000000 Penalty: 5803.998535
	Iteration 37Q: 3 clusters Score -1.903125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 116690 members 
Entering Unmasked Estep 
Score: -19031254.000000 Penalty: 5803.998535
	Iteration 38Q: 3 clusters Score -1.903125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -19031270.000000 Penalty: 5803.998535
	Iteration 39Q: 3 clusters Score -1.903127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 116721 members 
Entering Unmasked Estep 
Score: -19031274.000000 Penalty: 5803.998535
	Iteration 40F: 3 clusters Score -1.903127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 116731 members 
Entering Unmasked Estep 
Score: -19031278.000000 Penalty: 5803.998535
	Iteration 41Q: 3 clusters Score -1.903128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 116741 members 
Entering Unmasked Estep 
Score: -19031262.000000 Penalty: 5803.998535
	Iteration 42Q: 3 clusters Score -1.903126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -19031250.000000 Penalty: 5803.998535
	Iteration 43Q: 3 clusters Score -1.903125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 116760 members 
Entering Unmasked Estep 
Score: -19031260.000000 Penalty: 5803.998535
	Iteration 44Q: 3 clusters Score -1.903126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 116767 members 
Entering Unmasked Estep 
Score: -19031264.000000 Penalty: 5803.998535
	Iteration 45Q: 3 clusters Score -1.903126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 116771 members 
Entering Unmasked Estep 
Score: -19031254.000000 Penalty: 5803.998535
	Iteration 46Q: 3 clusters Score -1.903125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 116774 members 
Entering Unmasked Estep 
Score: -19031260.000000 Penalty: 5803.998535
	Iteration 47Q: 3 clusters Score -1.903126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 116775 members 
Entering Unmasked Estep 
Score: -19031266.000000 Penalty: 5803.998535
	Iteration 48Q: 3 clusters Score -1.903127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -19031262.000000 Penalty: 5803.998535
	Iteration 49Q: 3 clusters Score -1.903126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 116781 members 
Entering Unmasked Estep 
Score: -19031260.000000 Penalty: 5803.998535
	Iteration 50Q: 3 clusters Score -1.903126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 116782 members 
Entering Unmasked Estep 
Score: -19031254.000000 Penalty: 5803.998535
	Iteration 51Q: 3 clusters Score -1.903125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 116783 members 
Entering Unmasked Estep 
Score: -19031260.000000 Penalty: 5803.998535
	Iteration 52Q: 3 clusters Score -1.903126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -19031250.000000 Penalty: 5803.998535
	Iteration 53Q: 3 clusters Score -1.903125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 116792 members 
Entering Unmasked Estep 
Score: -19031250.000000 Penalty: 5803.998535
	Iteration 54Q: 3 clusters Score -1.903125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 116796 members 
Entering Unmasked Estep 
Score: -19031254.000000 Penalty: 5803.998535
	Iteration 55Q: 3 clusters Score -1.903125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 116798 members 
Entering Unmasked Estep 
Score: -19031254.000000 Penalty: 5803.998535
	Iteration 56Q: 3 clusters Score -1.903125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 116801 members 
Entering Unmasked Estep 
Score: -19031246.000000 Penalty: 5803.998535
	Iteration 57Q: 3 clusters Score -1.903125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 116803 members 
Entering Unmasked Estep 
Score: -19031244.000000 Penalty: 5803.998535
	Iteration 58Q: 3 clusters Score -1.903124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 116806 members 
Entering Unmasked Estep 
Score: -19031256.000000 Penalty: 5803.998535
	Iteration 59Q: 3 clusters Score -1.903126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 116811 members 
Entering Unmasked Estep 
Score: -19031264.000000 Penalty: 5803.998535
	Iteration 60F: 3 clusters Score -1.903126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -19031264.000000 Penalty: 5803.998535
	Iteration 61Q: 3 clusters Score -1.903126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -19031270.000000 Penalty: 5803.998535
	Iteration 62Q: 3 clusters Score -1.903127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 116814 members 
Entering Unmasked Estep 
Score: -19031262.000000 Penalty: 5803.998535
	Iteration 63Q: 3 clusters Score -1.903126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -19031262.000000 Penalty: 5803.998535
	Iteration 64Q: 3 clusters Score -1.903126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 116816 members 
Entering Unmasked Estep 
Score: -19031256.000000 Penalty: 5803.998535
	Iteration 65Q: 3 clusters Score -1.903126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 116818 members 
Entering Unmasked Estep 
Score: -19031262.000000 Penalty: 5803.998535
	Iteration 66Q: 3 clusters Score -1.903126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -19031252.000000 Penalty: 5803.998535
	Iteration 67Q: 3 clusters Score -1.903125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 116819 members 
Entering Unmasked Estep 
Score: -19031252.000000 Penalty: 5803.998535
	Iteration 68F: 3 clusters Score -1.903125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Entering Unmasked Estep 
Score: -628855.250000 Penalty: 2075.378418
	Iteration 0F: 2 clusters Score -628855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -624875.000000 Penalty: 4150.756836
	Iteration 0F: 3 clusters Score -624875 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -625881.125000 Penalty: 4150.756836
	Iteration 1F: 3 clusters Score -625881.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -626264.312500 Penalty: 4150.756836
	Iteration 2F: 3 clusters Score -626264.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -626620.312500 Penalty: 4150.756836
	Iteration 3F: 3 clusters Score -626620.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -627004.312500 Penalty: 4150.756836
	Iteration 4F: 3 clusters Score -627004.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -627333.687500 Penalty: 4150.756836
	Iteration 5F: 3 clusters Score -627333.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -627575.187500 Penalty: 4150.756836
	Iteration 6F: 3 clusters Score -627575.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -627749.812500 Penalty: 4150.756836
	Iteration 7Q: 3 clusters Score -627749.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -627854.875000 Penalty: 4150.756836
	Iteration 8Q: 3 clusters Score -627854.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -627917.375000 Penalty: 4150.756836
	Iteration 9Q: 3 clusters Score -627917.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -627958.937500 Penalty: 4150.756836
	Iteration 10Q: 3 clusters Score -627958.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -627983.312500 Penalty: 4150.756836
	Iteration 11Q: 3 clusters Score -627983.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -628012.250000 Penalty: 4150.756836
	Iteration 12Q: 3 clusters Score -628012.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -628039.625000 Penalty: 4150.756836
	Iteration 13Q: 3 clusters Score -628039.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -628082.625000 Penalty: 4150.756836
	Iteration 14Q: 3 clusters Score -628082.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -628148.687500 Penalty: 4150.756836
	Iteration 15Q: 3 clusters Score -628148.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -628213.687500 Penalty: 4150.756836
	Iteration 16Q: 3 clusters Score -628213.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -628264.312500 Penalty: 4150.756836
	Iteration 17Q: 3 clusters Score -628264.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -628303.312500 Penalty: 4150.756836
	Iteration 18Q: 3 clusters Score -628303.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -628334.750000 Penalty: 4150.756836
	Iteration 19Q: 3 clusters Score -628334.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -628358.812500 Penalty: 4150.756836
	Iteration 20F: 3 clusters Score -628358.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -628414.187500 Penalty: 4150.756836
	Iteration 21Q: 3 clusters Score -628414.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -628462.562500 Penalty: 4150.756836
	Iteration 22Q: 3 clusters Score -628462.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -628520.250000 Penalty: 4150.756836
	Iteration 23Q: 3 clusters Score -628520.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -628572.437500 Penalty: 4150.756836
	Iteration 24Q: 3 clusters Score -628572.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -628616.875000 Penalty: 4150.756836
	Iteration 25Q: 3 clusters Score -628616.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -628635.750000 Penalty: 4150.756836
	Iteration 26Q: 3 clusters Score -628635.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -628645.937500 Penalty: 4150.756836
	Iteration 27Q: 3 clusters Score -628645.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -628649.437500 Penalty: 4150.756836
	Iteration 28Q: 3 clusters Score -628649.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -628653.875000 Penalty: 4150.756836
	Iteration 29Q: 3 clusters Score -628653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -628653.875000 Penalty: 4150.756836
	Iteration 30F: 3 clusters Score -628653.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Entering Unmasked Estep 
Score: -459973.968750 Penalty: 1999.170532
	Iteration 0F: 2 clusters Score -459974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -456696.812500 Penalty: 3998.341064
	Iteration 0F: 3 clusters Score -456696.8 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -457672.156250 Penalty: 3998.341064
	Iteration 1F: 3 clusters Score -457672.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -458161.687500 Penalty: 3998.341064
	Iteration 2F: 3 clusters Score -458161.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -458638.468750 Penalty: 3998.341064
	Iteration 3F: 3 clusters Score -458638.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -459246.406250 Penalty: 3998.341064
	Iteration 4F: 3 clusters Score -459246.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -459944.062500 Penalty: 3998.341064
	Iteration 5F: 3 clusters Score -459944.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -460771.218750 Penalty: 3998.341064
	Iteration 6F: 3 clusters Score -460771.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -461223.687500 Penalty: 3998.341064
	Iteration 7F: 3 clusters Score -461223.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -461473.062500 Penalty: 3998.341064
	Iteration 8Q: 3 clusters Score -461473.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -461633.968750 Penalty: 3998.341064
	Iteration 9Q: 3 clusters Score -461634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -461713.625000 Penalty: 3998.341064
	Iteration 10Q: 3 clusters Score -461713.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -461765.468750 Penalty: 3998.341064
	Iteration 11Q: 3 clusters Score -461765.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -461813.250000 Penalty: 3998.341064
	Iteration 12Q: 3 clusters Score -461813.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -461843.875000 Penalty: 3998.341064
	Iteration 13Q: 3 clusters Score -461843.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -461858.062500 Penalty: 3998.341064
	Iteration 14Q: 3 clusters Score -461858.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -461871.750000 Penalty: 3998.341064
	Iteration 15Q: 3 clusters Score -461871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -461881.812500 Penalty: 3998.341064
	Iteration 16Q: 3 clusters Score -461881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -461888.625000 Penalty: 3998.341064
	Iteration 17Q: 3 clusters Score -461888.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -461895.750000 Penalty: 3998.341064
	Iteration 18Q: 3 clusters Score -461895.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -461913.968750 Penalty: 3998.341064
	Iteration 19Q: 3 clusters Score -461914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -461920.812500 Penalty: 3998.341064
	Iteration 20F: 3 clusters Score -461920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -461924.312500 Penalty: 3998.341064
	Iteration 21Q: 3 clusters Score -461924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -461925.750000 Penalty: 3998.341064
	Iteration 22Q: 3 clusters Score -461925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -461927.468750 Penalty: 3998.341064
	Iteration 23Q: 3 clusters Score -461927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -461929.406250 Penalty: 3998.341064
	Iteration 24Q: 3 clusters Score -461929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -461931.281250 Penalty: 3998.341064
	Iteration 25Q: 3 clusters Score -461931.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -461933.312500 Penalty: 3998.341064
	Iteration 26Q: 3 clusters Score -461933.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -461935.406250 Penalty: 3998.341064
	Iteration 27Q: 3 clusters Score -461935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -461938.968750 Penalty: 3998.341064
	Iteration 28Q: 3 clusters Score -461939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -461939.937500 Penalty: 3998.341064
	Iteration 29Q: 3 clusters Score -461939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -461942.687500 Penalty: 3998.341064
	Iteration 30Q: 3 clusters Score -461942.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -461944.312500 Penalty: 3998.341064
	Iteration 31Q: 3 clusters Score -461944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -461946.156250 Penalty: 3998.341064
	Iteration 32Q: 3 clusters Score -461946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -461950.312500 Penalty: 3998.341064
	Iteration 33Q: 3 clusters Score -461950.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -461952.500000 Penalty: 3998.341064
	Iteration 34Q: 3 clusters Score -461952.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -461954.500000 Penalty: 3998.341064
	Iteration 35Q: 3 clusters Score -461954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -461955.593750 Penalty: 3998.341064
	Iteration 36Q: 3 clusters Score -461955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -461957.718750 Penalty: 3998.341064
	Iteration 37Q: 3 clusters Score -461957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -461958.093750 Penalty: 3998.341064
	Iteration 38Q: 3 clusters Score -461958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -461958.093750 Penalty: 3998.341064
	Iteration 39F: 3 clusters Score -461958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Mstep: Class 24 contains 44599 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 862 members 
Entering Unmasked Estep 
Score: -86667288.000000 Penalty: 85398.148438
Splitting cluster 14 changes total score from -86654120.000000 to -86667288.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (1917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Entering Unmasked Estep 
Score: -265409.125000 Penalty: 1874.512085
	Iteration 0F: 2 clusters Score -265409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -262961.906250 Penalty: 3749.024170
	Iteration 0F: 3 clusters Score -262961.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -263669.156250 Penalty: 3749.024170
	Iteration 1F: 3 clusters Score -263669.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263966.906250 Penalty: 3749.024170
	Iteration 2F: 3 clusters Score -263966.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264205.031250 Penalty: 3749.024170
	Iteration 3F: 3 clusters Score -264205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264406.781250 Penalty: 3749.024170
	Iteration 4F: 3 clusters Score -264406.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -264589.031250 Penalty: 3749.024170
	Iteration 5F: 3 clusters Score -264589 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -264766.781250 Penalty: 3749.024170
	Iteration 6Q: 3 clusters Score -264766.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -264928.968750 Penalty: 3749.024170
	Iteration 7F: 3 clusters Score -264929 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -265053.656250 Penalty: 3749.024170
	Iteration 8Q: 3 clusters Score -265053.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -265126.718750 Penalty: 3749.024170
	Iteration 9Q: 3 clusters Score -265126.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -265171.343750 Penalty: 3749.024170
	Iteration 10Q: 3 clusters Score -265171.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -265226.125000 Penalty: 3749.024170
	Iteration 11Q: 3 clusters Score -265226.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -265268.312500 Penalty: 3749.024170
	Iteration 12Q: 3 clusters Score -265268.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -265311.625000 Penalty: 3749.024170
	Iteration 13Q: 3 clusters Score -265311.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -265359.312500 Penalty: 3749.024170
	Iteration 14Q: 3 clusters Score -265359.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -265411.718750 Penalty: 3749.024170
	Iteration 15Q: 3 clusters Score -265411.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -265447.218750 Penalty: 3749.024170
	Iteration 16Q: 3 clusters Score -265447.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -265461.562500 Penalty: 3749.024170
	Iteration 17Q: 3 clusters Score -265461.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -265467.968750 Penalty: 3749.024170
	Iteration 18Q: 3 clusters Score -265468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -265471.250000 Penalty: 3749.024170
	Iteration 19Q: 3 clusters Score -265471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -265481.906250 Penalty: 3749.024170
	Iteration 20F: 3 clusters Score -265481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -265492.250000 Penalty: 3749.024170
	Iteration 21Q: 3 clusters Score -265492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -265498.312500 Penalty: 3749.024170
	Iteration 22Q: 3 clusters Score -265498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -265500.343750 Penalty: 3749.024170
	Iteration 23Q: 3 clusters Score -265500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -265502.156250 Penalty: 3749.024170
	Iteration 24Q: 3 clusters Score -265502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -265504.062500 Penalty: 3749.024170
	Iteration 25Q: 3 clusters Score -265504.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -265504.500000 Penalty: 3749.024170
	Iteration 26Q: 3 clusters Score -265504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -265505.343750 Penalty: 3749.024170
	Iteration 27Q: 3 clusters Score -265505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -265505.343750 Penalty: 3749.024170
	Iteration 28F: 3 clusters Score -265505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Mstep: Class 24 contains 44599 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 589 members 
Entering Unmasked Estep 
Score: -86666392.000000 Penalty: 88682.687500
Splitting cluster 15 changes total score from -86654120.000000 to -86666392.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (13951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Entering Unmasked Estep 
Score: -2141234.500000 Penalty: 2366.739990
	Iteration 0F: 2 clusters Score -2141234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2131009.000000 Penalty: 4733.479980
	Iteration 0F: 3 clusters Score -2131009 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2134406.500000 Penalty: 4733.479980
	Iteration 1F: 3 clusters Score -2134406 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2134955.500000 Penalty: 4733.479980
	Iteration 2F: 3 clusters Score -2134956 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2135502.250000 Penalty: 4733.479980
	Iteration 3F: 3 clusters Score -2135502 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2136047.000000 Penalty: 4733.479980
	Iteration 4F: 3 clusters Score -2136047 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2136571.000000 Penalty: 4733.479980
	Iteration 5F: 3 clusters Score -2136571 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2137158.250000 Penalty: 4733.479980
	Iteration 6F: 3 clusters Score -2137158 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2137879.000000 Penalty: 4733.479980
	Iteration 7F: 3 clusters Score -2137879 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2138643.500000 Penalty: 4733.479980
	Iteration 8F: 3 clusters Score -2138644 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2139409.500000 Penalty: 4733.479980
	Iteration 9F: 3 clusters Score -2139410 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2139944.750000 Penalty: 4733.479980
	Iteration 10Q: 3 clusters Score -2139945 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2140288.000000 Penalty: 4733.479980
	Iteration 11Q: 3 clusters Score -2140288 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2140488.750000 Penalty: 4733.479980
	Iteration 12Q: 3 clusters Score -2140489 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2140619.000000 Penalty: 4733.479980
	Iteration 13Q: 3 clusters Score -2140619 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2140675.000000 Penalty: 4733.479980
	Iteration 14Q: 3 clusters Score -2140675 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2140706.250000 Penalty: 4733.479980
	Iteration 15Q: 3 clusters Score -2140706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2140736.000000 Penalty: 4733.479980
	Iteration 16Q: 3 clusters Score -2140736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2140752.750000 Penalty: 4733.479980
	Iteration 17Q: 3 clusters Score -2140753 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2140769.000000 Penalty: 4733.479980
	Iteration 18Q: 3 clusters Score -2140769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2140774.000000 Penalty: 4733.479980
	Iteration 19Q: 3 clusters Score -2140774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2140781.000000 Penalty: 4733.479980
	Iteration 20F: 3 clusters Score -2140781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2140787.250000 Penalty: 4733.479980
	Iteration 21Q: 3 clusters Score -2140787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2140790.500000 Penalty: 4733.479980
	Iteration 22Q: 3 clusters Score -2140790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2140794.250000 Penalty: 4733.479980
	Iteration 23Q: 3 clusters Score -2140794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2140795.250000 Penalty: 4733.479980
	Iteration 24Q: 3 clusters Score -2140795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2140795.750000 Penalty: 4733.479980
	Iteration 25Q: 3 clusters Score -2140796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2140797.500000 Penalty: 4733.479980
	Iteration 26Q: 3 clusters Score -2140798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2140799.250000 Penalty: 4733.479980
	Iteration 27Q: 3 clusters Score -2140799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2140795.750000 Penalty: 4733.479980
	Iteration 28Q: 3 clusters Score -2140796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2140798.000000 Penalty: 4733.479980
	Iteration 29Q: 3 clusters Score -2140798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2140801.500000 Penalty: 4733.479980
	Iteration 30Q: 3 clusters Score -2140802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2140803.750000 Penalty: 4733.479980
	Iteration 31Q: 3 clusters Score -2140804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2140799.250000 Penalty: 4733.479980
	Iteration 32Q: 3 clusters Score -2140799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2140800.750000 Penalty: 4733.479980
	Iteration 33Q: 3 clusters Score -2140801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2140799.750000 Penalty: 4733.479980
	Iteration 34Q: 3 clusters Score -2140800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2140799.500000 Penalty: 4733.479980
	Iteration 35Q: 3 clusters Score -2140800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2140798.750000 Penalty: 4733.479980
	Iteration 36Q: 3 clusters Score -2140799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2140799.000000 Penalty: 4733.479980
	Iteration 37Q: 3 clusters Score -2140799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2140799.000000 Penalty: 4733.479980
	Iteration 38F: 3 clusters Score -2140799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -197604.953125 Penalty: 1805.442017
	Iteration 0F: 2 clusters Score -197605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -195399.562500 Penalty: 3610.884033
	Iteration 0F: 3 clusters Score -195399.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -196066.812500 Penalty: 3610.884033
	Iteration 1F: 3 clusters Score -196066.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -196802.453125 Penalty: 3610.884033
	Iteration 2F: 3 clusters Score -196802.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -197582.718750 Penalty: 3610.884033
	Iteration 3F: 3 clusters Score -197582.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -198525.109375 Penalty: 3610.884033
	Iteration 4F: 3 clusters Score -198525.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -199128.359375 Penalty: 3610.884033
	Iteration 5F: 3 clusters Score -199128.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -199559.796875 Penalty: 3610.884033
	Iteration 6Q: 3 clusters Score -199559.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -199673.203125 Penalty: 3610.884033
	Iteration 7Q: 3 clusters Score -199673.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -199766.187500 Penalty: 3610.884033
	Iteration 8Q: 3 clusters Score -199766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -199798.140625 Penalty: 3610.884033
	Iteration 9Q: 3 clusters Score -199798.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -199808.062500 Penalty: 3610.884033
	Iteration 10Q: 3 clusters Score -199808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199812.171875 Penalty: 3610.884033
	Iteration 11Q: 3 clusters Score -199812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199812.171875 Penalty: 3610.884033
	Iteration 12F: 3 clusters Score -199812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Mstep: Class 24 contains 44599 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 732 members 
Entering Unmasked Estep 
Score: -86667048.000000 Penalty: 91967.234375
Splitting cluster 18 changes total score from -86654120.000000 to -86667048.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -285392.281250 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -285392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -282815.000000 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -282815 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283876.875000 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -283876.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -285041.406250 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -285041.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -285874.062500 Penalty: 3789.262451
	Iteration 3F: 3 clusters Score -285874.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -286258.937500 Penalty: 3789.262451
	Iteration 4F: 3 clusters Score -286258.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286498.468750 Penalty: 3789.262451
	Iteration 5Q: 3 clusters Score -286498.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -286623.031250 Penalty: 3789.262451
	Iteration 6Q: 3 clusters Score -286623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -286680.781250 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -286680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -286712.031250 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -286712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286741.875000 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -286741.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -286761.937500 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -286761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -286773.218750 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -286773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -286777.156250 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -286777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -286778.218750 Penalty: 3789.262451
	Iteration 13Q: 3 clusters Score -286778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286780.437500 Penalty: 3789.262451
	Iteration 14Q: 3 clusters Score -286780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -286782.312500 Penalty: 3789.262451
	Iteration 15Q: 3 clusters Score -286782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -286782.312500 Penalty: 3789.262451
	Iteration 16F: 3 clusters Score -286782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 38660 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Mstep: Class 24 contains 44599 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 1153 members 
Entering Unmasked Estep 
Score: -86667480.000000 Penalty: 95251.773438
Splitting cluster 19 changes total score from -86654120.000000 to -86667480.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (38660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Entering Unmasked Estep 
Score: -5982243.000000 Penalty: 2619.515137
	Iteration 0F: 2 clusters Score -5982243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -5955968.500000 Penalty: 5239.030273
	Iteration 0F: 3 clusters Score -5955968 nChanged 17722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -5965774.000000 Penalty: 5239.030273
	Iteration 1F: 3 clusters Score -5965774 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -5966529.000000 Penalty: 5239.030273
	Iteration 2Q: 3 clusters Score -5966529 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5967430.500000 Penalty: 5239.030273
	Iteration 3Q: 3 clusters Score -5967430 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -5968728.000000 Penalty: 5239.030273
	Iteration 4F: 3 clusters Score -5968728 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -5970300.000000 Penalty: 5239.030273
	Iteration 5F: 3 clusters Score -5970300 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5972444.000000 Penalty: 5239.030273
	Iteration 6F: 3 clusters Score -5972444 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5975013.000000 Penalty: 5239.030273
	Iteration 7F: 3 clusters Score -5975013 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -5978124.000000 Penalty: 5239.030273
	Iteration 8F: 3 clusters Score -5978124 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5981043.000000 Penalty: 5239.030273
	Iteration 9F: 3 clusters Score -5981043 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5983089.000000 Penalty: 5239.030273
	Iteration 10F: 3 clusters Score -5983089 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5984176.500000 Penalty: 5239.030273
	Iteration 11Q: 3 clusters Score -5984176 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5984724.500000 Penalty: 5239.030273
	Iteration 12Q: 3 clusters Score -5984724 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -5985026.500000 Penalty: 5239.030273
	Iteration 13Q: 3 clusters Score -5985026 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -5985213.000000 Penalty: 5239.030273
	Iteration 14Q: 3 clusters Score -5985213 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5985400.000000 Penalty: 5239.030273
	Iteration 15Q: 3 clusters Score -5985400 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -5985570.500000 Penalty: 5239.030273
	Iteration 16Q: 3 clusters Score -5985570 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -5985742.500000 Penalty: 5239.030273
	Iteration 17Q: 3 clusters Score -5985742 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -5985870.000000 Penalty: 5239.030273
	Iteration 18Q: 3 clusters Score -5985870 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -5985954.000000 Penalty: 5239.030273
	Iteration 19Q: 3 clusters Score -5985954 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5986044.500000 Penalty: 5239.030273
	Iteration 20F: 3 clusters Score -5986044 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5986081.500000 Penalty: 5239.030273
	Iteration 21Q: 3 clusters Score -5986082 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -5986102.000000 Penalty: 5239.030273
	Iteration 22Q: 3 clusters Score -5986102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -5986090.500000 Penalty: 5239.030273
	Iteration 23Q: 3 clusters Score -5986090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -5986096.000000 Penalty: 5239.030273
	Iteration 24Q: 3 clusters Score -5986096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -5986109.500000 Penalty: 5239.030273
	Iteration 25Q: 3 clusters Score -5986110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5986106.000000 Penalty: 5239.030273
	Iteration 26Q: 3 clusters Score -5986106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5986125.000000 Penalty: 5239.030273
	Iteration 27Q: 3 clusters Score -5986125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -5986125.000000 Penalty: 5239.030273
	Iteration 28Q: 3 clusters Score -5986125 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -5986129.500000 Penalty: 5239.030273
	Iteration 29Q: 3 clusters Score -5986130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5986144.500000 Penalty: 5239.030273
	Iteration 30Q: 3 clusters Score -5986144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -5986145.000000 Penalty: 5239.030273
	Iteration 31Q: 3 clusters Score -5986145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -5986132.500000 Penalty: 5239.030273
	Iteration 32Q: 3 clusters Score -5986132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -5986125.500000 Penalty: 5239.030273
	Iteration 33Q: 3 clusters Score -5986126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -5986136.500000 Penalty: 5239.030273
	Iteration 34Q: 3 clusters Score -5986136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -5986139.500000 Penalty: 5239.030273
	Iteration 35Q: 3 clusters Score -5986140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -5986138.500000 Penalty: 5239.030273
	Iteration 36Q: 3 clusters Score -5986138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -5986144.500000 Penalty: 5239.030273
	Iteration 37Q: 3 clusters Score -5986144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -5986141.000000 Penalty: 5239.030273
	Iteration 38Q: 3 clusters Score -5986141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -5986139.000000 Penalty: 5239.030273
	Iteration 39Q: 3 clusters Score -5986139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -5986131.000000 Penalty: 5239.030273
	Iteration 40F: 3 clusters Score -5986131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -5986132.000000 Penalty: 5239.030273
	Iteration 41Q: 3 clusters Score -5986132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -5986142.500000 Penalty: 5239.030273
	Iteration 42Q: 3 clusters Score -5986142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -5986144.500000 Penalty: 5239.030273
	Iteration 43Q: 3 clusters Score -5986144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5986139.500000 Penalty: 5239.030273
	Iteration 44Q: 3 clusters Score -5986140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5986137.500000 Penalty: 5239.030273
	Iteration 45Q: 3 clusters Score -5986138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -5986134.500000 Penalty: 5239.030273
	Iteration 46Q: 3 clusters Score -5986134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -5986132.000000 Penalty: 5239.030273
	Iteration 47Q: 3 clusters Score -5986132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5986131.500000 Penalty: 5239.030273
	Iteration 48Q: 3 clusters Score -5986132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5986131.500000 Penalty: 5239.030273
	Iteration 49F: 3 clusters Score -5986132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1481 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 338 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 149213 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 25990 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Mstep: Class 24 contains 44599 members 
Mstep: Class 25 contains 1087 members 
Mstep: Class 26 contains 862 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 1153 members 
Mstep: Class 30 contains 12670 members 
Entering Unmasked Estep 
Score: -86670736.000000 Penalty: 98536.320312
Splitting cluster 20 changes total score from -86654120.000000 to -86670736.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (34586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Entering Unmasked Estep 
Score: -5358653.000000 Penalty: 2591.898682
	Iteration 0F: 2 clusters Score -5358653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -5335035.500000 Penalty: 5183.797363
	Iteration 0F: 3 clusters Score -5335036 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5343595.000000 Penalty: 5183.797363
	Iteration 1F: 3 clusters Score -5343595 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -5343974.000000 Penalty: 5183.797363
	Iteration 2Q: 3 clusters Score -5343974 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -5344302.500000 Penalty: 5183.797363
	Iteration 3Q: 3 clusters Score -5344302 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -5344606.500000 Penalty: 5183.797363
	Iteration 4Q: 3 clusters Score -5344606 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5344955.500000 Penalty: 5183.797363
	Iteration 5Q: 3 clusters Score -5344956 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -5345377.500000 Penalty: 5183.797363
	Iteration 6Q: 3 clusters Score -5345378 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -5346051.500000 Penalty: 5183.797363
	Iteration 7Q: 3 clusters Score -5346052 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -5347096.000000 Penalty: 5183.797363
	Iteration 8F: 3 clusters Score -5347096 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -5348545.000000 Penalty: 5183.797363
	Iteration 9F: 3 clusters Score -5348545 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5350589.000000 Penalty: 5183.797363
	Iteration 10F: 3 clusters Score -5350589 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5352579.000000 Penalty: 5183.797363
	Iteration 11F: 3 clusters Score -5352579 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -5354142.500000 Penalty: 5183.797363
	Iteration 12F: 3 clusters Score -5354142 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5355117.000000 Penalty: 5183.797363
	Iteration 13Q: 3 clusters Score -5355117 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5355649.000000 Penalty: 5183.797363
	Iteration 14Q: 3 clusters Score -5355649 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5355933.500000 Penalty: 5183.797363
	Iteration 15Q: 3 clusters Score -5355934 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5356107.000000 Penalty: 5183.797363
	Iteration 16Q: 3 clusters Score -5356107 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5356192.000000 Penalty: 5183.797363
	Iteration 17Q: 3 clusters Score -5356192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5356246.500000 Penalty: 5183.797363
	Iteration 18Q: 3 clusters Score -5356246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5356312.000000 Penalty: 5183.797363
	Iteration 19Q: 3 clusters Score -5356312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5356344.500000 Penalty: 5183.797363
	Iteration 20F: 3 clusters Score -5356344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5356362.000000 Penalty: 5183.797363
	Iteration 21Q: 3 clusters Score -5356362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5356375.500000 Penalty: 5183.797363
	Iteration 22Q: 3 clusters Score -5356376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5356394.000000 Penalty: 5183.797363
	Iteration 23Q: 3 clusters Score -5356394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5356403.500000 Penalty: 5183.797363
	Iteration 24Q: 3 clusters Score -5356404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5356410.500000 Penalty: 5183.797363
	Iteration 25Q: 3 clusters Score -5356410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5356411.000000 Penalty: 5183.797363
	Iteration 26Q: 3 clusters Score -5356411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5356411.500000 Penalty: 5183.797363
	Iteration 27Q: 3 clusters Score -5356412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5356410.000000 Penalty: 5183.797363
	Iteration 28Q: 3 clusters Score -5356410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5356412.000000 Penalty: 5183.797363
	Iteration 29Q: 3 clusters Score -5356412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5356412.500000 Penalty: 5183.797363
	Iteration 30Q: 3 clusters Score -5356412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5356416.500000 Penalty: 5183.797363
	Iteration 31Q: 3 clusters Score -5356416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5356420.500000 Penalty: 5183.797363
	Iteration 32Q: 3 clusters Score -5356420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5356415.500000 Penalty: 5183.797363
	Iteration 33Q: 3 clusters Score -5356416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5356419.000000 Penalty: 5183.797363
	Iteration 34Q: 3 clusters Score -5356419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5356417.500000 Penalty: 5183.797363
	Iteration 35Q: 3 clusters Score -5356418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5356422.000000 Penalty: 5183.797363
	Iteration 36Q: 3 clusters Score -5356422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5356426.000000 Penalty: 5183.797363
	Iteration 37Q: 3 clusters Score -5356426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5356426.000000 Penalty: 5183.797363
	Iteration 38Q: 3 clusters Score -5356426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5356432.000000 Penalty: 5183.797363
	Iteration 39Q: 3 clusters Score -5356432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5356435.000000 Penalty: 5183.797363
	Iteration 40F: 3 clusters Score -5356435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5356433.500000 Penalty: 5183.797363
	Iteration 41Q: 3 clusters Score -5356434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5356438.000000 Penalty: 5183.797363
	Iteration 42Q: 3 clusters Score -5356438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5356438.000000 Penalty: 5183.797363
	Iteration 43Q: 3 clusters Score -5356438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5356438.000000 Penalty: 5183.797363
	Iteration 44F: 3 clusters Score -5356438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -961453.062500 Penalty: 2175.645752
	Iteration 0F: 2 clusters Score -961453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -956025.687500 Penalty: 4351.291504
	Iteration 0F: 3 clusters Score -956025.7 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -957541.375000 Penalty: 4351.291504
	Iteration 1F: 3 clusters Score -957541.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -957935.437500 Penalty: 4351.291504
	Iteration 2F: 3 clusters Score -957935.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -958260.187500 Penalty: 4351.291504
	Iteration 3F: 3 clusters Score -958260.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -958576.437500 Penalty: 4351.291504
	Iteration 4F: 3 clusters Score -958576.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -958843.687500 Penalty: 4351.291504
	Iteration 5F: 3 clusters Score -958843.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -959070.437500 Penalty: 4351.291504
	Iteration 6Q: 3 clusters Score -959070.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -959228.062500 Penalty: 4351.291504
	Iteration 7Q: 3 clusters Score -959228.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -959363.187500 Penalty: 4351.291504
	Iteration 8Q: 3 clusters Score -959363.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -959478.250000 Penalty: 4351.291504
	Iteration 9Q: 3 clusters Score -959478.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -959552.812500 Penalty: 4351.291504
	Iteration 10Q: 3 clusters Score -959552.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -959627.250000 Penalty: 4351.291504
	Iteration 11Q: 3 clusters Score -959627.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -959710.375000 Penalty: 4351.291504
	Iteration 12Q: 3 clusters Score -959710.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -959778.250000 Penalty: 4351.291504
	Iteration 13Q: 3 clusters Score -959778.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -959839.375000 Penalty: 4351.291504
	Iteration 14Q: 3 clusters Score -959839.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -959897.250000 Penalty: 4351.291504
	Iteration 15Q: 3 clusters Score -959897.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -959943.125000 Penalty: 4351.291504
	Iteration 16Q: 3 clusters Score -959943.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -959980.562500 Penalty: 4351.291504
	Iteration 17Q: 3 clusters Score -959980.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -960008.875000 Penalty: 4351.291504
	Iteration 18Q: 3 clusters Score -960008.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -960038.125000 Penalty: 4351.291504
	Iteration 19Q: 3 clusters Score -960038.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -960055.687500 Penalty: 4351.291504
	Iteration 20F: 3 clusters Score -960055.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -960072.687500 Penalty: 4351.291504
	Iteration 21Q: 3 clusters Score -960072.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -960080.500000 Penalty: 4351.291504
	Iteration 22Q: 3 clusters Score -960080.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -960085.250000 Penalty: 4351.291504
	Iteration 23Q: 3 clusters Score -960085.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -960089.125000 Penalty: 4351.291504
	Iteration 24Q: 3 clusters Score -960089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -960094.125000 Penalty: 4351.291504
	Iteration 25Q: 3 clusters Score -960094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -960096.000000 Penalty: 4351.291504
	Iteration 26Q: 3 clusters Score -960096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -960100.562500 Penalty: 4351.291504
	Iteration 27Q: 3 clusters Score -960100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -960105.437500 Penalty: 4351.291504
	Iteration 28Q: 3 clusters Score -960105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -960106.875000 Penalty: 4351.291504
	Iteration 29Q: 3 clusters Score -960106.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -960108.250000 Penalty: 4351.291504
	Iteration 30Q: 3 clusters Score -960108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -960109.062500 Penalty: 4351.291504
	Iteration 31Q: 3 clusters Score -960109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -960109.875000 Penalty: 4351.291504
	Iteration 32Q: 3 clusters Score -960109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -960111.437500 Penalty: 4351.291504
	Iteration 33Q: 3 clusters Score -960111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -960112.812500 Penalty: 4351.291504
	Iteration 34Q: 3 clusters Score -960112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -960112.812500 Penalty: 4351.291504
	Iteration 35F: 3 clusters Score -960112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Entering Unmasked Estep 
Score: -15525832.000000 Penalty: 2851.756836
	Iteration 0F: 2 clusters Score -1.552583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -15461762.000000 Penalty: 5703.513672
	Iteration 0F: 3 clusters Score -1.546176e+07 nChanged 46643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -15488637.000000 Penalty: 5703.513672
	Iteration 1F: 3 clusters Score -1.548864e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -15490135.000000 Penalty: 5703.513672
	Iteration 2Q: 3 clusters Score -1.549014e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -15492535.000000 Penalty: 5703.513672
	Iteration 3F: 3 clusters Score -1.549254e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -15496500.000000 Penalty: 5703.513672
	Iteration 4F: 3 clusters Score -1.54965e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 72509 members 
Entering Unmasked Estep 
Score: -15502474.000000 Penalty: 5703.513672
	Iteration 5F: 3 clusters Score -1.550247e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -15510045.000000 Penalty: 5703.513672
	Iteration 6F: 3 clusters Score -1.551004e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -15516696.000000 Penalty: 5703.513672
	Iteration 7F: 3 clusters Score -1.55167e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -15520546.000000 Penalty: 5703.513672
	Iteration 8Q: 3 clusters Score -1.552055e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 94279 members 
Entering Unmasked Estep 
Score: -15522279.000000 Penalty: 5703.513672
	Iteration 9Q: 3 clusters Score -1.552228e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -15523087.000000 Penalty: 5703.513672
	Iteration 10Q: 3 clusters Score -1.552309e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -15523402.000000 Penalty: 5703.513672
	Iteration 11Q: 3 clusters Score -1.55234e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -15523603.000000 Penalty: 5703.513672
	Iteration 12Q: 3 clusters Score -1.55236e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -15523674.000000 Penalty: 5703.513672
	Iteration 13Q: 3 clusters Score -1.552367e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -15523753.000000 Penalty: 5703.513672
	Iteration 14Q: 3 clusters Score -1.552375e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 96814 members 
Entering Unmasked Estep 
Score: -15523777.000000 Penalty: 5703.513672
	Iteration 15Q: 3 clusters Score -1.552378e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 96907 members 
Entering Unmasked Estep 
Score: -15523781.000000 Penalty: 5703.513672
	Iteration 16Q: 3 clusters Score -1.552378e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -15523787.000000 Penalty: 5703.513672
	Iteration 17Q: 3 clusters Score -1.552379e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -15523799.000000 Penalty: 5703.513672
	Iteration 18Q: 3 clusters Score -1.55238e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 97099 members 
Entering Unmasked Estep 
Score: -15523807.000000 Penalty: 5703.513672
	Iteration 19Q: 3 clusters Score -1.552381e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -15523793.000000 Penalty: 5703.513672
	Iteration 20F: 3 clusters Score -1.552379e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -15523804.000000 Penalty: 5703.513672
	Iteration 21Q: 3 clusters Score -1.55238e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -15523799.000000 Penalty: 5703.513672
	Iteration 22Q: 3 clusters Score -1.55238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 97266 members 
Entering Unmasked Estep 
Score: -15523818.000000 Penalty: 5703.513672
	Iteration 23Q: 3 clusters Score -1.552382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -15523843.000000 Penalty: 5703.513672
	Iteration 24Q: 3 clusters Score -1.552384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 97296 members 
Entering Unmasked Estep 
Score: -15523834.000000 Penalty: 5703.513672
	Iteration 25Q: 3 clusters Score -1.552383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -15523832.000000 Penalty: 5703.513672
	Iteration 26Q: 3 clusters Score -1.552383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -15523844.000000 Penalty: 5703.513672
	Iteration 27Q: 3 clusters Score -1.552384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 97331 members 
Entering Unmasked Estep 
Score: -15523849.000000 Penalty: 5703.513672
	Iteration 28Q: 3 clusters Score -1.552385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 97344 members 
Entering Unmasked Estep 
Score: -15523845.000000 Penalty: 5703.513672
	Iteration 29Q: 3 clusters Score -1.552384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -15523835.000000 Penalty: 5703.513672
	Iteration 30Q: 3 clusters Score -1.552384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -15523852.000000 Penalty: 5703.513672
	Iteration 31Q: 3 clusters Score -1.552385e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 97383 members 
Entering Unmasked Estep 
Score: -15523845.000000 Penalty: 5703.513672
	Iteration 32Q: 3 clusters Score -1.552384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 97391 members 
Entering Unmasked Estep 
Score: -15523869.000000 Penalty: 5703.513672
	Iteration 33Q: 3 clusters Score -1.552387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -15523876.000000 Penalty: 5703.513672
	Iteration 34Q: 3 clusters Score -1.552388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -15523879.000000 Penalty: 5703.513672
	Iteration 35Q: 3 clusters Score -1.552388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 97413 members 
Entering Unmasked Estep 
Score: -15523884.000000 Penalty: 5703.513672
	Iteration 36Q: 3 clusters Score -1.552388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 97417 members 
Entering Unmasked Estep 
Score: -15523883.000000 Penalty: 5703.513672
	Iteration 37Q: 3 clusters Score -1.552388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -15523877.000000 Penalty: 5703.513672
	Iteration 38Q: 3 clusters Score -1.552388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -15523889.000000 Penalty: 5703.513672
	Iteration 39Q: 3 clusters Score -1.552389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 97445 members 
Entering Unmasked Estep 
Score: -15523876.000000 Penalty: 5703.513672
	Iteration 40F: 3 clusters Score -1.552388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 97459 members 
Entering Unmasked Estep 
Score: -15523878.000000 Penalty: 5703.513672
	Iteration 41Q: 3 clusters Score -1.552388e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 97468 members 
Entering Unmasked Estep 
Score: -15523864.000000 Penalty: 5703.513672
	Iteration 42Q: 3 clusters Score -1.552386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -15523874.000000 Penalty: 5703.513672
	Iteration 43Q: 3 clusters Score -1.552387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -15523879.000000 Penalty: 5703.513672
	Iteration 44Q: 3 clusters Score -1.552388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -15523876.000000 Penalty: 5703.513672
	Iteration 45Q: 3 clusters Score -1.552388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 97508 members 
Entering Unmasked Estep 
Score: -15523877.000000 Penalty: 5703.513672
	Iteration 46Q: 3 clusters Score -1.552388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -15523872.000000 Penalty: 5703.513672
	Iteration 47Q: 3 clusters Score -1.552387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -15523878.000000 Penalty: 5703.513672
	Iteration 48Q: 3 clusters Score -1.552388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -15523890.000000 Penalty: 5703.513672
	Iteration 49Q: 3 clusters Score -1.552389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -15523895.000000 Penalty: 5703.513672
	Iteration 50Q: 3 clusters Score -1.55239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -15523911.000000 Penalty: 5703.513672
	Iteration 51Q: 3 clusters Score -1.552391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -15523914.000000 Penalty: 5703.513672
	Iteration 52Q: 3 clusters Score -1.552391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 97542 members 
Entering Unmasked Estep 
Score: -15523914.000000 Penalty: 5703.513672
	Iteration 53F: 3 clusters Score -1.552391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 6 contains 8929 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 120766 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 17 contains 13951 members 
Mstep: Class 18 contains 719 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 25990 members 
Mstep: Class 21 contains 34586 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 98619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86675728.000000 Penalty: 98536.320312
Iteration 39Q: 31 clusters Score -8.667573e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 371 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 502 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 1477 members 
Mstep: Class 6 contains 8923 members 
Mstep: Class 7 contains 473 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 3134 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 120919 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 1385 members 
Mstep: Class 16 contains 146719 members 
Mstep: Class 17 contains 14060 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 26638 members 
Mstep: Class 21 contains 34649 members 
Mstep: Class 22 contains 6524 members 
Mstep: Class 23 contains 99176 members 
Mstep: Class 24 contains 44733 members 
Mstep: Class 25 contains 1085 members 
Mstep: Class 26 contains 861 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 1134 members 
Mstep: Class 30 contains 12163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86681584.000000 Penalty: 98536.320312
Iteration 40F: 31 clusters Score -8.668158e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 357 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 444 members 
Mstep: Class 4 contains 4824 members 
Mstep: Class 5 contains 1594 members 
Mstep: Class 6 contains 8757 members 
Mstep: Class 7 contains 388 members 
Mstep: Class 8 contains 4887 members 
Mstep: Class 9 contains 3204 members 
Mstep: Class 10 contains 1012 members 
Mstep: Class 11 contains 119399 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 282 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 146844 members 
Mstep: Class 17 contains 13871 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 959 members 
Mstep: Class 20 contains 27088 members 
Mstep: Class 21 contains 34639 members 
Mstep: Class 22 contains 6518 members 
Mstep: Class 23 contains 99195 members 
Mstep: Class 24 contains 45232 members 
Mstep: Class 25 contains 1088 members 
Mstep: Class 26 contains 961 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1256 members 
Mstep: Class 30 contains 12235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86684904.000000 Penalty: 98536.320312
Iteration 41Q: 31 clusters Score -8.66849e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 10591 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 4797 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 8698 members 
Mstep: Class 7 contains 340 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 3270 members 
Mstep: Class 10 contains 1007 members 
Mstep: Class 11 contains 118326 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 13 contains 270 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 146797 members 
Mstep: Class 17 contains 13755 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 993 members 
Mstep: Class 20 contains 27633 members 
Mstep: Class 21 contains 34584 members 
Mstep: Class 22 contains 6511 members 
Mstep: Class 23 contains 99379 members 
Mstep: Class 24 contains 45482 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 1000 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1316 members 
Mstep: Class 30 contains 12305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86687048.000000 Penalty: 98536.320312
Iteration 42Q: 31 clusters Score -8.668705e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 10518 members 
Mstep: Class 3 contains 399 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 8691 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 3325 members 
Mstep: Class 10 contains 1005 members 
Mstep: Class 11 contains 117502 members 
Mstep: Class 12 contains 4304 members 
Mstep: Class 13 contains 264 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 146574 members 
Mstep: Class 17 contains 13679 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 20 contains 28134 members 
Mstep: Class 21 contains 34551 members 
Mstep: Class 22 contains 6521 members 
Mstep: Class 23 contains 99637 members 
Mstep: Class 24 contains 45609 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 1024 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1349 members 
Mstep: Class 30 contains 12387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86688360.000000 Penalty: 98536.320312
Iteration 43Q: 31 clusters Score -8.668836e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 10452 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 8695 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 5456 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 117015 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 146144 members 
Mstep: Class 17 contains 13615 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 28611 members 
Mstep: Class 21 contains 34515 members 
Mstep: Class 22 contains 6525 members 
Mstep: Class 23 contains 99914 members 
Mstep: Class 24 contains 45693 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 613 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1373 members 
Mstep: Class 30 contains 12451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86690240.000000 Penalty: 98536.320312
Iteration 44Q: 31 clusters Score -8.669024e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 10403 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 4707 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 8694 members 
Mstep: Class 7 contains 292 members 
Mstep: Class 8 contains 5598 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 116683 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1490 members 
Mstep: Class 16 contains 145539 members 
Mstep: Class 17 contains 13555 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 28980 members 
Mstep: Class 21 contains 34482 members 
Mstep: Class 22 contains 6534 members 
Mstep: Class 23 contains 100432 members 
Mstep: Class 24 contains 45673 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 1038 members 
Mstep: Class 27 contains 611 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1387 members 
Mstep: Class 30 contains 12536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86691576.000000 Penalty: 98536.320312
Iteration 45Q: 31 clusters Score -8.669158e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 10345 members 
Mstep: Class 3 contains 365 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 1674 members 
Mstep: Class 6 contains 8678 members 
Mstep: Class 7 contains 288 members 
Mstep: Class 8 contains 5725 members 
Mstep: Class 9 contains 3442 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 116452 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1523 members 
Mstep: Class 16 contains 144908 members 
Mstep: Class 17 contains 13520 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1028 members 
Mstep: Class 20 contains 29259 members 
Mstep: Class 21 contains 34488 members 
Mstep: Class 22 contains 6555 members 
Mstep: Class 23 contains 101009 members 
Mstep: Class 24 contains 45614 members 
Mstep: Class 25 contains 1090 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1393 members 
Mstep: Class 30 contains 12603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86692576.000000 Penalty: 98536.320312
Iteration 46Q: 31 clusters Score -8.669258e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 10262 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 5 contains 1677 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 287 members 
Mstep: Class 8 contains 5834 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 116306 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 144128 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1042 members 
Mstep: Class 20 contains 29479 members 
Mstep: Class 21 contains 34486 members 
Mstep: Class 22 contains 6557 members 
Mstep: Class 23 contains 101786 members 
Mstep: Class 24 contains 45538 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1037 members 
Mstep: Class 27 contains 602 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1395 members 
Mstep: Class 30 contains 12651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86693136.000000 Penalty: 98536.320312
Iteration 47Q: 31 clusters Score -8.669314e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10191 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 1676 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 116304 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 143352 members 
Mstep: Class 17 contains 13483 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 1047 members 
Mstep: Class 20 contains 29656 members 
Mstep: Class 21 contains 34482 members 
Mstep: Class 22 contains 6557 members 
Mstep: Class 23 contains 102522 members 
Mstep: Class 24 contains 45398 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1034 members 
Mstep: Class 27 contains 601 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1398 members 
Mstep: Class 30 contains 12690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86693920.000000 Penalty: 98536.320312
Iteration 48Q: 31 clusters Score -8.669392e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10127 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 4594 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 8674 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 3485 members 
Mstep: Class 10 contains 1004 members 
Mstep: Class 11 contains 116307 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 1563 members 
Mstep: Class 16 contains 142635 members 
Mstep: Class 17 contains 13461 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 1050 members 
Mstep: Class 20 contains 29798 members 
Mstep: Class 21 contains 34476 members 
Mstep: Class 22 contains 6557 members 
Mstep: Class 23 contains 103200 members 
Mstep: Class 24 contains 45242 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1033 members 
Mstep: Class 27 contains 604 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1401 members 
Mstep: Class 30 contains 12741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86695064.000000 Penalty: 98536.320312
Iteration 49Q: 31 clusters Score -8.669506e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 10054 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4560 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 8677 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 6232 members 
Mstep: Class 9 contains 3489 members 
Mstep: Class 10 contains 1002 members 
Mstep: Class 11 contains 116276 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 1565 members 
Mstep: Class 16 contains 142002 members 
Mstep: Class 17 contains 13444 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 1053 members 
Mstep: Class 20 contains 29905 members 
Mstep: Class 21 contains 34463 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 103918 members 
Mstep: Class 24 contains 45069 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1405 members 
Mstep: Class 30 contains 12784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86695672.000000 Penalty: 98536.320312
Iteration 50Q: 31 clusters Score -8.669567e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10003 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 3494 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 116258 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 1570 members 
Mstep: Class 16 contains 141546 members 
Mstep: Class 17 contains 13439 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 1056 members 
Mstep: Class 20 contains 29952 members 
Mstep: Class 21 contains 34465 members 
Mstep: Class 22 contains 6547 members 
Mstep: Class 23 contains 104511 members 
Mstep: Class 24 contains 44849 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 606 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1411 members 
Mstep: Class 30 contains 12827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86696352.000000 Penalty: 98536.320312
Iteration 51Q: 31 clusters Score -8.669635e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9952 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4481 members 
Mstep: Class 5 contains 1708 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 6506 members 
Mstep: Class 9 contains 3499 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 116251 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 141197 members 
Mstep: Class 17 contains 13428 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 1056 members 
Mstep: Class 20 contains 29980 members 
Mstep: Class 21 contains 34469 members 
Mstep: Class 22 contains 6551 members 
Mstep: Class 23 contains 104998 members 
Mstep: Class 24 contains 44627 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 605 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1419 members 
Mstep: Class 30 contains 12857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86697504.000000 Penalty: 98536.320312
Iteration 52Q: 31 clusters Score -8.66975e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9913 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 1709 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 3497 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 116420 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 140840 members 
Mstep: Class 17 contains 13426 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 30008 members 
Mstep: Class 21 contains 34465 members 
Mstep: Class 22 contains 6557 members 
Mstep: Class 23 contains 105316 members 
Mstep: Class 24 contains 44386 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 604 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1423 members 
Mstep: Class 30 contains 12887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86698216.000000 Penalty: 98536.320312
Iteration 53Q: 31 clusters Score -8.669822e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 9888 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 1711 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 6787 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 116793 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 262 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 140453 members 
Mstep: Class 17 contains 13431 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1063 members 
Mstep: Class 20 contains 30031 members 
Mstep: Class 21 contains 34468 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 105456 members 
Mstep: Class 24 contains 44137 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 603 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1425 members 
Mstep: Class 30 contains 12918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86699008.000000 Penalty: 98536.320312
Iteration 54Q: 31 clusters Score -8.669901e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 6916 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 117255 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1587 members 
Mstep: Class 16 contains 140037 members 
Mstep: Class 17 contains 13432 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1064 members 
Mstep: Class 20 contains 30018 members 
Mstep: Class 21 contains 34461 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 105576 members 
Mstep: Class 24 contains 43903 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 604 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1431 members 
Mstep: Class 30 contains 12955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86699584.000000 Penalty: 98536.320312
Iteration 55Q: 31 clusters Score -8.669958e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4250 members 
Mstep: Class 5 contains 1725 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 7038 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 117721 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 139639 members 
Mstep: Class 17 contains 13451 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1064 members 
Mstep: Class 20 contains 29994 members 
Mstep: Class 21 contains 34443 members 
Mstep: Class 22 contains 6563 members 
Mstep: Class 23 contains 105679 members 
Mstep: Class 24 contains 43709 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1437 members 
Mstep: Class 30 contains 12979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86700024.000000 Penalty: 98536.320312
Iteration 56Q: 31 clusters Score -8.670002e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4191 members 
Mstep: Class 5 contains 1735 members 
Mstep: Class 6 contains 8677 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 3499 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 118181 members 
Mstep: Class 12 contains 4310 members 
Mstep: Class 13 contains 260 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1588 members 
Mstep: Class 16 contains 139262 members 
Mstep: Class 17 contains 13454 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1065 members 
Mstep: Class 20 contains 29975 members 
Mstep: Class 21 contains 34433 members 
Mstep: Class 22 contains 6578 members 
Mstep: Class 23 contains 105751 members 
Mstep: Class 24 contains 43527 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 609 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1438 members 
Mstep: Class 30 contains 13008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86700248.000000 Penalty: 98536.320312
Iteration 57Q: 31 clusters Score -8.670025e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4127 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 7253 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 118636 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 259 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 138914 members 
Mstep: Class 17 contains 13455 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1066 members 
Mstep: Class 20 contains 29957 members 
Mstep: Class 21 contains 34424 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 105753 members 
Mstep: Class 24 contains 43372 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 611 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1443 members 
Mstep: Class 30 contains 13031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86700736.000000 Penalty: 98536.320312
Iteration 58Q: 31 clusters Score -8.670074e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 4065 members 
Mstep: Class 5 contains 1760 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 119214 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 138618 members 
Mstep: Class 17 contains 13449 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1068 members 
Mstep: Class 20 contains 29950 members 
Mstep: Class 21 contains 34406 members 
Mstep: Class 22 contains 6592 members 
Mstep: Class 23 contains 105627 members 
Mstep: Class 24 contains 43223 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 612 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1444 members 
Mstep: Class 30 contains 13042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701096.000000 Penalty: 98536.320312
Iteration 59Q: 31 clusters Score -8.67011e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 355 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 1768 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 286 members 
Mstep: Class 8 contains 7388 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 1001 members 
Mstep: Class 11 contains 119855 members 
Mstep: Class 12 contains 4310 members 
Mstep: Class 13 contains 258 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 138327 members 
Mstep: Class 17 contains 13441 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1069 members 
Mstep: Class 20 contains 29948 members 
Mstep: Class 21 contains 34403 members 
Mstep: Class 22 contains 6592 members 
Mstep: Class 23 contains 105379 members 
Mstep: Class 24 contains 43130 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1444 members 
Mstep: Class 30 contains 13057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86701680.000000 Penalty: 98536.320312
Iteration 60F: 31 clusters Score -8.670168e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 9826 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 1774 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 7458 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 120599 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 254 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 138042 members 
Mstep: Class 17 contains 13448 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1080 members 
Mstep: Class 20 contains 29938 members 
Mstep: Class 21 contains 34400 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 104966 members 
Mstep: Class 24 contains 43070 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 625 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1445 members 
Mstep: Class 30 contains 13077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702592.000000 Penalty: 98536.320312
Iteration 61Q: 31 clusters Score -8.670259e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 9827 members 
Mstep: Class 3 contains 363 members 
Mstep: Class 4 contains 3916 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 3504 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 121491 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 1604 members 
Mstep: Class 16 contains 137648 members 
Mstep: Class 17 contains 13446 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1085 members 
Mstep: Class 20 contains 29917 members 
Mstep: Class 21 contains 34393 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 104535 members 
Mstep: Class 24 contains 43001 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1044 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1448 members 
Mstep: Class 30 contains 13083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702664.000000 Penalty: 98536.320312
Iteration 62Q: 31 clusters Score -8.670266e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9844 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 3876 members 
Mstep: Class 5 contains 1785 members 
Mstep: Class 6 contains 8644 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 122434 members 
Mstep: Class 12 contains 4302 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 1615 members 
Mstep: Class 16 contains 137175 members 
Mstep: Class 17 contains 13436 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 29889 members 
Mstep: Class 21 contains 34366 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 104124 members 
Mstep: Class 24 contains 42942 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1047 members 
Mstep: Class 27 contains 620 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 13105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702880.000000 Penalty: 98536.320312
Iteration 63Q: 31 clusters Score -8.670288e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9855 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 1787 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7628 members 
Mstep: Class 9 contains 3511 members 
Mstep: Class 10 contains 986 members 
Mstep: Class 11 contains 123436 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1622 members 
Mstep: Class 16 contains 136652 members 
Mstep: Class 17 contains 13431 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29853 members 
Mstep: Class 21 contains 34342 members 
Mstep: Class 22 contains 6577 members 
Mstep: Class 23 contains 103721 members 
Mstep: Class 24 contains 42888 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1041 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1457 members 
Mstep: Class 30 contains 13123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703168.000000 Penalty: 98536.320312
Iteration 64Q: 31 clusters Score -8.670317e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9859 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 1791 members 
Mstep: Class 6 contains 8639 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7661 members 
Mstep: Class 9 contains 3510 members 
Mstep: Class 10 contains 985 members 
Mstep: Class 11 contains 124505 members 
Mstep: Class 12 contains 4301 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 135999 members 
Mstep: Class 17 contains 13439 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 29829 members 
Mstep: Class 21 contains 34307 members 
Mstep: Class 22 contains 6575 members 
Mstep: Class 23 contains 103365 members 
Mstep: Class 24 contains 42868 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1035 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1464 members 
Mstep: Class 30 contains 13134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703712.000000 Penalty: 98536.320312
Iteration 65Q: 31 clusters Score -8.670371e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 9867 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 8633 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 125640 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 135369 members 
Mstep: Class 17 contains 13447 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 29808 members 
Mstep: Class 21 contains 34283 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 102959 members 
Mstep: Class 24 contains 42814 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 617 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 13132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703976.000000 Penalty: 98536.320312
Iteration 66Q: 31 clusters Score -8.670398e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9868 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7702 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 126875 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 134717 members 
Mstep: Class 17 contains 13449 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 29781 members 
Mstep: Class 21 contains 34278 members 
Mstep: Class 22 contains 6557 members 
Mstep: Class 23 contains 102469 members 
Mstep: Class 24 contains 42771 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 13129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86704016.000000 Penalty: 98536.320312
Iteration 67Q: 31 clusters Score -8.670402e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9871 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3722 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 8630 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7737 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 128091 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 134077 members 
Mstep: Class 17 contains 13457 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29768 members 
Mstep: Class 21 contains 34255 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 101912 members 
Mstep: Class 24 contains 42763 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 621 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703904.000000 Penalty: 98536.320312
Iteration 68Q: 31 clusters Score -8.67039e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9872 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 1807 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 129377 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2739 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 133327 members 
Mstep: Class 17 contains 13470 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29758 members 
Mstep: Class 21 contains 34240 members 
Mstep: Class 22 contains 6545 members 
Mstep: Class 23 contains 101362 members 
Mstep: Class 24 contains 42786 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 621 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703792.000000 Penalty: 98536.320312
Iteration 69Q: 31 clusters Score -8.670379e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 9870 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7791 members 
Mstep: Class 9 contains 3520 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 130581 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2738 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 132664 members 
Mstep: Class 17 contains 13476 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29740 members 
Mstep: Class 21 contains 34218 members 
Mstep: Class 22 contains 6534 members 
Mstep: Class 23 contains 100804 members 
Mstep: Class 24 contains 42829 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 622 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703856.000000 Penalty: 98536.320312
Iteration 70Q: 31 clusters Score -8.670386e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 9868 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 8626 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7797 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 131802 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2741 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 131979 members 
Mstep: Class 17 contains 13480 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29738 members 
Mstep: Class 21 contains 34208 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 100280 members 
Mstep: Class 24 contains 42847 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703552.000000 Penalty: 98536.320312
Iteration 71Q: 31 clusters Score -8.670355e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9852 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 1811 members 
Mstep: Class 6 contains 8626 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7806 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 132871 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 131387 members 
Mstep: Class 17 contains 13479 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29723 members 
Mstep: Class 21 contains 34193 members 
Mstep: Class 22 contains 6505 members 
Mstep: Class 23 contains 99815 members 
Mstep: Class 24 contains 42898 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86703384.000000 Penalty: 98536.320312
Iteration 72Q: 31 clusters Score -8.670338e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9839 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7822 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 133705 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2744 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 130990 members 
Mstep: Class 17 contains 13488 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29723 members 
Mstep: Class 21 contains 34186 members 
Mstep: Class 22 contains 6497 members 
Mstep: Class 23 contains 99327 members 
Mstep: Class 24 contains 42951 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13129 members 
Entering Unmasked Estep 
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Iteration 73Q: 31 clusters Score -8.670295e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9832 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 1811 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 983 members 
Mstep: Class 11 contains 134200 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 130898 members 
Mstep: Class 17 contains 13500 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29714 members 
Mstep: Class 21 contains 34186 members 
Mstep: Class 22 contains 6491 members 
Mstep: Class 23 contains 98891 members 
Mstep: Class 24 contains 42998 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13127 members 
Entering Unmasked Estep 
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Iteration 74Q: 31 clusters Score -8.670256e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 3621 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 8626 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 134374 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 131063 members 
Mstep: Class 17 contains 13504 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29700 members 
Mstep: Class 21 contains 34165 members 
Mstep: Class 22 contains 6495 members 
Mstep: Class 23 contains 98558 members 
Mstep: Class 24 contains 43036 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702256.000000 Penalty: 98536.320312
Iteration 75Q: 31 clusters Score -8.670226e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9826 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7787 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 134248 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 131409 members 
Mstep: Class 17 contains 13498 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29696 members 
Mstep: Class 21 contains 34148 members 
Mstep: Class 22 contains 6492 members 
Mstep: Class 23 contains 98375 members 
Mstep: Class 24 contains 43066 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702464.000000 Penalty: 98536.320312
Iteration 76Q: 31 clusters Score -8.670246e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 9819 members 
Mstep: Class 3 contains 361 members 
Mstep: Class 4 contains 3601 members 
Mstep: Class 5 contains 1811 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7799 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 133870 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 131862 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34137 members 
Mstep: Class 22 contains 6484 members 
Mstep: Class 23 contains 98289 members 
Mstep: Class 24 contains 43108 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 13121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702696.000000 Penalty: 98536.320312
Iteration 77Q: 31 clusters Score -8.67027e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9812 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3595 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7818 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 133336 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 132374 members 
Mstep: Class 17 contains 13498 members 
Mstep: Class 18 contains 722 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34136 members 
Mstep: Class 22 contains 6479 members 
Mstep: Class 23 contains 98304 members 
Mstep: Class 24 contains 43114 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 13117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86702992.000000 Penalty: 98536.320312
Iteration 78Q: 31 clusters Score -8.670299e+07 nChanged 1807
Entering ConstructFrom: 
Score: -86702992.000000 Penalty: 98536.320312
Entering ConstructFrom: 
Trying to split cluster 1 (7851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Entering Unmasked Estep 
Score: -1153411.625000 Penalty: 2224.162354
	Iteration 0F: 2 clusters Score -1153412 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 3940 members 
Entering Unmasked Estep 
Score: -1147156.625000 Penalty: 4448.324707
	Iteration 0F: 3 clusters Score -1147157 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1148944.375000 Penalty: 4448.324707
	Iteration 1F: 3 clusters Score -1148944 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1149257.000000 Penalty: 4448.324707
	Iteration 2F: 3 clusters Score -1149257 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1149555.625000 Penalty: 4448.324707
	Iteration 3F: 3 clusters Score -1149556 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1149842.125000 Penalty: 4448.324707
	Iteration 4F: 3 clusters Score -1149842 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1150164.375000 Penalty: 4448.324707
	Iteration 5Q: 3 clusters Score -1150164 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1150600.500000 Penalty: 4448.324707
	Iteration 6F: 3 clusters Score -1150600 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1151134.000000 Penalty: 4448.324707
	Iteration 7F: 3 clusters Score -1151134 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1151649.375000 Penalty: 4448.324707
	Iteration 8F: 3 clusters Score -1151649 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1152065.125000 Penalty: 4448.324707
	Iteration 9F: 3 clusters Score -1152065 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1152373.000000 Penalty: 4448.324707
	Iteration 10Q: 3 clusters Score -1152373 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1152555.500000 Penalty: 4448.324707
	Iteration 11Q: 3 clusters Score -1152556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1152653.750000 Penalty: 4448.324707
	Iteration 12Q: 3 clusters Score -1152654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1152724.750000 Penalty: 4448.324707
	Iteration 13Q: 3 clusters Score -1152725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1152759.250000 Penalty: 4448.324707
	Iteration 14Q: 3 clusters Score -1152759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1152782.250000 Penalty: 4448.324707
	Iteration 15Q: 3 clusters Score -1152782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1152795.625000 Penalty: 4448.324707
	Iteration 16Q: 3 clusters Score -1152796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1152801.250000 Penalty: 4448.324707
	Iteration 17Q: 3 clusters Score -1152801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1152809.500000 Penalty: 4448.324707
	Iteration 18Q: 3 clusters Score -1152810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1152816.000000 Penalty: 4448.324707
	Iteration 19Q: 3 clusters Score -1152816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1152817.625000 Penalty: 4448.324707
	Iteration 20F: 3 clusters Score -1152818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1152822.875000 Penalty: 4448.324707
	Iteration 21Q: 3 clusters Score -1152823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1152824.625000 Penalty: 4448.324707
	Iteration 22Q: 3 clusters Score -1152825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1152827.125000 Penalty: 4448.324707
	Iteration 23Q: 3 clusters Score -1152827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1152826.000000 Penalty: 4448.324707
	Iteration 24Q: 3 clusters Score -1152826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1152826.375000 Penalty: 4448.324707
	Iteration 25Q: 3 clusters Score -1152826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1152826.750000 Penalty: 4448.324707
	Iteration 26Q: 3 clusters Score -1152827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1152827.500000 Penalty: 4448.324707
	Iteration 27Q: 3 clusters Score -1152828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1152828.000000 Penalty: 4448.324707
	Iteration 28Q: 3 clusters Score -1152828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1152829.750000 Penalty: 4448.324707
	Iteration 29Q: 3 clusters Score -1152830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1152830.750000 Penalty: 4448.324707
	Iteration 30Q: 3 clusters Score -1152831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1152832.625000 Penalty: 4448.324707
	Iteration 31Q: 3 clusters Score -1152833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1152831.375000 Penalty: 4448.324707
	Iteration 32Q: 3 clusters Score -1152831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1152831.500000 Penalty: 4448.324707
	Iteration 33Q: 3 clusters Score -1152832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1152831.625000 Penalty: 4448.324707
	Iteration 34Q: 3 clusters Score -1152832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1152831.250000 Penalty: 4448.324707
	Iteration 35Q: 3 clusters Score -1152831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1152831.250000 Penalty: 4448.324707
	Iteration 36F: 3 clusters Score -1152831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Entering Unmasked Estep 
Score: -1552452.250000 Penalty: 2279.204834
	Iteration 0F: 2 clusters Score -1552452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1544894.750000 Penalty: 4558.409668
	Iteration 0F: 3 clusters Score -1544895 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1547082.375000 Penalty: 4558.409668
	Iteration 1F: 3 clusters Score -1547082 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1547435.750000 Penalty: 4558.409668
	Iteration 2F: 3 clusters Score -1547436 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1547778.250000 Penalty: 4558.409668
	Iteration 3F: 3 clusters Score -1547778 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1548154.125000 Penalty: 4558.409668
	Iteration 4F: 3 clusters Score -1548154 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1548607.875000 Penalty: 4558.409668
	Iteration 5F: 3 clusters Score -1548608 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1549172.000000 Penalty: 4558.409668
	Iteration 6F: 3 clusters Score -1549172 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1549694.750000 Penalty: 4558.409668
	Iteration 7F: 3 clusters Score -1549695 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1550114.625000 Penalty: 4558.409668
	Iteration 8F: 3 clusters Score -1550115 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1550408.750000 Penalty: 4558.409668
	Iteration 9F: 3 clusters Score -1550409 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1550619.125000 Penalty: 4558.409668
	Iteration 10Q: 3 clusters Score -1550619 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1550769.250000 Penalty: 4558.409668
	Iteration 11Q: 3 clusters Score -1550769 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1550843.250000 Penalty: 4558.409668
	Iteration 12Q: 3 clusters Score -1550843 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1550900.750000 Penalty: 4558.409668
	Iteration 13Q: 3 clusters Score -1550901 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1550947.000000 Penalty: 4558.409668
	Iteration 14Q: 3 clusters Score -1550947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1550979.125000 Penalty: 4558.409668
	Iteration 15Q: 3 clusters Score -1550979 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1551005.375000 Penalty: 4558.409668
	Iteration 16Q: 3 clusters Score -1551005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1551030.375000 Penalty: 4558.409668
	Iteration 17Q: 3 clusters Score -1551030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1551055.500000 Penalty: 4558.409668
	Iteration 18Q: 3 clusters Score -1551056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1551079.625000 Penalty: 4558.409668
	Iteration 19Q: 3 clusters Score -1551080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1551099.625000 Penalty: 4558.409668
	Iteration 20F: 3 clusters Score -1551100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1551112.000000 Penalty: 4558.409668
	Iteration 21Q: 3 clusters Score -1551112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1551124.500000 Penalty: 4558.409668
	Iteration 22Q: 3 clusters Score -1551124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1551130.500000 Penalty: 4558.409668
	Iteration 23Q: 3 clusters Score -1551130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1551140.625000 Penalty: 4558.409668
	Iteration 24Q: 3 clusters Score -1551141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1551145.875000 Penalty: 4558.409668
	Iteration 25Q: 3 clusters Score -1551146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1551151.875000 Penalty: 4558.409668
	Iteration 26Q: 3 clusters Score -1551152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1551156.875000 Penalty: 4558.409668
	Iteration 27Q: 3 clusters Score -1551157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1551161.500000 Penalty: 4558.409668
	Iteration 28Q: 3 clusters Score -1551162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1551165.625000 Penalty: 4558.409668
	Iteration 29Q: 3 clusters Score -1551166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1551168.250000 Penalty: 4558.409668
	Iteration 30Q: 3 clusters Score -1551168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1551173.750000 Penalty: 4558.409668
	Iteration 31Q: 3 clusters Score -1551174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1551175.625000 Penalty: 4558.409668
	Iteration 32Q: 3 clusters Score -1551176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1551180.750000 Penalty: 4558.409668
	Iteration 33Q: 3 clusters Score -1551181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1551179.000000 Penalty: 4558.409668
	Iteration 34Q: 3 clusters Score -1551179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1551180.875000 Penalty: 4558.409668
	Iteration 35Q: 3 clusters Score -1551181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1551183.375000 Penalty: 4558.409668
	Iteration 36Q: 3 clusters Score -1551183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1551187.875000 Penalty: 4558.409668
	Iteration 37Q: 3 clusters Score -1551188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1551190.750000 Penalty: 4558.409668
	Iteration 38Q: 3 clusters Score -1551191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1551193.125000 Penalty: 4558.409668
	Iteration 39Q: 3 clusters Score -1551193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1551197.750000 Penalty: 4558.409668
	Iteration 40F: 3 clusters Score -1551198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1551202.250000 Penalty: 4558.409668
	Iteration 41Q: 3 clusters Score -1551202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1551201.125000 Penalty: 4558.409668
	Iteration 42Q: 3 clusters Score -1551201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1551202.500000 Penalty: 4558.409668
	Iteration 43Q: 3 clusters Score -1551202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1551206.750000 Penalty: 4558.409668
	Iteration 44Q: 3 clusters Score -1551207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1551208.875000 Penalty: 4558.409668
	Iteration 45Q: 3 clusters Score -1551209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1551208.250000 Penalty: 4558.409668
	Iteration 46Q: 3 clusters Score -1551208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1551209.625000 Penalty: 4558.409668
	Iteration 47Q: 3 clusters Score -1551210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1551214.625000 Penalty: 4558.409668
	Iteration 48Q: 3 clusters Score -1551215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1551214.375000 Penalty: 4558.409668
	Iteration 49Q: 3 clusters Score -1551214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1551215.125000 Penalty: 4558.409668
	Iteration 50Q: 3 clusters Score -1551215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1551217.875000 Penalty: 4558.409668
	Iteration 51Q: 3 clusters Score -1551218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1551219.875000 Penalty: 4558.409668
	Iteration 52Q: 3 clusters Score -1551220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1551221.125000 Penalty: 4558.409668
	Iteration 53Q: 3 clusters Score -1551221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1551222.750000 Penalty: 4558.409668
	Iteration 54Q: 3 clusters Score -1551223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1551223.000000 Penalty: 4558.409668
	Iteration 55Q: 3 clusters Score -1551223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1551221.625000 Penalty: 4558.409668
	Iteration 56Q: 3 clusters Score -1551222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1551224.000000 Penalty: 4558.409668
	Iteration 57Q: 3 clusters Score -1551224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1551224.000000 Penalty: 4558.409668
	Iteration 58Q: 3 clusters Score -1551224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1551224.750000 Penalty: 4558.409668
	Iteration 59Q: 3 clusters Score -1551225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1551224.250000 Penalty: 4558.409668
	Iteration 60F: 3 clusters Score -1551224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1551229.500000 Penalty: 4558.409668
	Iteration 61Q: 3 clusters Score -1551230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1551227.875000 Penalty: 4558.409668
	Iteration 62Q: 3 clusters Score -1551228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1551226.750000 Penalty: 4558.409668
	Iteration 63Q: 3 clusters Score -1551227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1551226.750000 Penalty: 4558.409668
	Iteration 64F: 3 clusters Score -1551227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -50000.890625 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -50000.89 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 181 members 
Entering Unmasked Estep 
Score: -48630.843750 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -48630.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48766.875000 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -48766.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48834.324219 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -48834.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48883.695312 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -48883.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48923.734375 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -48923.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48956.578125 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -48956.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48983.359375 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -48983.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49001.539062 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -49001.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49018.507812 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -49018.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49029.136719 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -49029.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49029.136719 Penalty: 2918.127930
	Iteration 10F: 3 clusters Score -49029.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -552581.125000 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -552581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -549014.500000 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -549014.5 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -549950.437500 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -549950.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -550232.687500 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -550232.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -550459.500000 Penalty: 4061.038330
	Iteration 3F: 3 clusters Score -550459.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -550695.125000 Penalty: 4061.038330
	Iteration 4F: 3 clusters Score -550695.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -551016.937500 Penalty: 4061.038330
	Iteration 5F: 3 clusters Score -551016.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -551526.375000 Penalty: 4061.038330
	Iteration 6F: 3 clusters Score -551526.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -552136.375000 Penalty: 4061.038330
	Iteration 7F: 3 clusters Score -552136.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -552606.687500 Penalty: 4061.038330
	Iteration 8F: 3 clusters Score -552606.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -552758.000000 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -552758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -552803.500000 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -552803.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -552813.562500 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -552813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -552815.500000 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -552815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -552815.750000 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -552815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -552816.625000 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -552816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -552816.625000 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -552816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -552816.625000 Penalty: 4061.038330
	Iteration 16F: 3 clusters Score -552816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 132667 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133019 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 1786 members 
Entering Unmasked Estep 
Score: -86701576.000000 Penalty: 101820.867188
Splitting cluster 4 changes total score from -86702992.000000 to -86701576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -270865.343750 Penalty: 1860.679077
	Iteration 0F: 2 clusters Score -270865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -268394.468750 Penalty: 3721.358154
	Iteration 0F: 3 clusters Score -268394.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -268849.906250 Penalty: 3721.358154
	Iteration 1F: 3 clusters Score -268849.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -268963.718750 Penalty: 3721.358154
	Iteration 2F: 3 clusters Score -268963.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -269018.312500 Penalty: 3721.358154
	Iteration 3Q: 3 clusters Score -269018.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -269044.406250 Penalty: 3721.358154
	Iteration 4Q: 3 clusters Score -269044.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -269061.406250 Penalty: 3721.358154
	Iteration 5Q: 3 clusters Score -269061.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -269072.218750 Penalty: 3721.358154
	Iteration 6Q: 3 clusters Score -269072.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -269088.000000 Penalty: 3721.358154
	Iteration 7Q: 3 clusters Score -269088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -269101.062500 Penalty: 3721.358154
	Iteration 8Q: 3 clusters Score -269101.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -269110.375000 Penalty: 3721.358154
	Iteration 9Q: 3 clusters Score -269110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -269117.968750 Penalty: 3721.358154
	Iteration 10Q: 3 clusters Score -269118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -269122.125000 Penalty: 3721.358154
	Iteration 11Q: 3 clusters Score -269122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -269127.687500 Penalty: 3721.358154
	Iteration 12Q: 3 clusters Score -269127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -269136.625000 Penalty: 3721.358154
	Iteration 13Q: 3 clusters Score -269136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -269145.843750 Penalty: 3721.358154
	Iteration 14Q: 3 clusters Score -269145.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -269156.531250 Penalty: 3721.358154
	Iteration 15Q: 3 clusters Score -269156.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -269162.093750 Penalty: 3721.358154
	Iteration 16Q: 3 clusters Score -269162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -269166.156250 Penalty: 3721.358154
	Iteration 17Q: 3 clusters Score -269166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -269170.312500 Penalty: 3721.358154
	Iteration 18Q: 3 clusters Score -269170.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -269176.843750 Penalty: 3721.358154
	Iteration 19Q: 3 clusters Score -269176.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -269182.343750 Penalty: 3721.358154
	Iteration 20F: 3 clusters Score -269182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -269189.218750 Penalty: 3721.358154
	Iteration 21Q: 3 clusters Score -269189.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -269198.687500 Penalty: 3721.358154
	Iteration 22Q: 3 clusters Score -269198.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -269204.718750 Penalty: 3721.358154
	Iteration 23Q: 3 clusters Score -269204.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -269207.843750 Penalty: 3721.358154
	Iteration 24Q: 3 clusters Score -269207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -269209.125000 Penalty: 3721.358154
	Iteration 25Q: 3 clusters Score -269209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -269210.656250 Penalty: 3721.358154
	Iteration 26Q: 3 clusters Score -269210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -269211.593750 Penalty: 3721.358154
	Iteration 27Q: 3 clusters Score -269211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -269212.375000 Penalty: 3721.358154
	Iteration 28Q: 3 clusters Score -269212.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -269213.125000 Penalty: 3721.358154
	Iteration 29Q: 3 clusters Score -269213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -269215.937500 Penalty: 3721.358154
	Iteration 30Q: 3 clusters Score -269215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -269218.500000 Penalty: 3721.358154
	Iteration 31Q: 3 clusters Score -269218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -269219.562500 Penalty: 3721.358154
	Iteration 32Q: 3 clusters Score -269219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -269219.437500 Penalty: 3721.358154
	Iteration 33Q: 3 clusters Score -269219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -269219.437500 Penalty: 3721.358154
	Iteration 34F: 3 clusters Score -269219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Entering Unmasked Estep 
Score: -1291655.000000 Penalty: 2247.537598
	Iteration 0F: 2 clusters Score -1291655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1284808.500000 Penalty: 4495.075195
	Iteration 0F: 3 clusters Score -1284808 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1286805.625000 Penalty: 4495.075195
	Iteration 1F: 3 clusters Score -1286806 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1287126.250000 Penalty: 4495.075195
	Iteration 2F: 3 clusters Score -1287126 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1287355.625000 Penalty: 4495.075195
	Iteration 3F: 3 clusters Score -1287356 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1287605.125000 Penalty: 4495.075195
	Iteration 4Q: 3 clusters Score -1287605 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1287853.500000 Penalty: 4495.075195
	Iteration 5Q: 3 clusters Score -1287854 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1288110.500000 Penalty: 4495.075195
	Iteration 6Q: 3 clusters Score -1288110 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1288427.625000 Penalty: 4495.075195
	Iteration 7F: 3 clusters Score -1288428 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1288754.750000 Penalty: 4495.075195
	Iteration 8F: 3 clusters Score -1288755 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1289067.375000 Penalty: 4495.075195
	Iteration 9Q: 3 clusters Score -1289067 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1289348.750000 Penalty: 4495.075195
	Iteration 10Q: 3 clusters Score -1289349 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1289570.750000 Penalty: 4495.075195
	Iteration 11Q: 3 clusters Score -1289571 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1289718.125000 Penalty: 4495.075195
	Iteration 12Q: 3 clusters Score -1289718 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1289817.750000 Penalty: 4495.075195
	Iteration 13Q: 3 clusters Score -1289818 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1289884.375000 Penalty: 4495.075195
	Iteration 14Q: 3 clusters Score -1289884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1289939.000000 Penalty: 4495.075195
	Iteration 15Q: 3 clusters Score -1289939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1289978.250000 Penalty: 4495.075195
	Iteration 16Q: 3 clusters Score -1289978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1290006.000000 Penalty: 4495.075195
	Iteration 17Q: 3 clusters Score -1290006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1290025.875000 Penalty: 4495.075195
	Iteration 18Q: 3 clusters Score -1290026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1290034.750000 Penalty: 4495.075195
	Iteration 19Q: 3 clusters Score -1290035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1290040.625000 Penalty: 4495.075195
	Iteration 20F: 3 clusters Score -1290041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1290050.375000 Penalty: 4495.075195
	Iteration 21Q: 3 clusters Score -1290050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1290058.500000 Penalty: 4495.075195
	Iteration 22Q: 3 clusters Score -1290058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1290060.625000 Penalty: 4495.075195
	Iteration 23Q: 3 clusters Score -1290061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1290064.250000 Penalty: 4495.075195
	Iteration 24Q: 3 clusters Score -1290064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1290067.750000 Penalty: 4495.075195
	Iteration 25Q: 3 clusters Score -1290068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1290069.500000 Penalty: 4495.075195
	Iteration 26Q: 3 clusters Score -1290070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1290072.125000 Penalty: 4495.075195
	Iteration 27Q: 3 clusters Score -1290072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1290076.625000 Penalty: 4495.075195
	Iteration 28Q: 3 clusters Score -1290077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1290079.750000 Penalty: 4495.075195
	Iteration 29Q: 3 clusters Score -1290080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1290079.375000 Penalty: 4495.075195
	Iteration 30Q: 3 clusters Score -1290079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1290080.750000 Penalty: 4495.075195
	Iteration 31Q: 3 clusters Score -1290081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1290080.750000 Penalty: 4495.075195
	Iteration 32Q: 3 clusters Score -1290081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1290080.250000 Penalty: 4495.075195
	Iteration 33Q: 3 clusters Score -1290080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1290082.000000 Penalty: 4495.075195
	Iteration 34Q: 3 clusters Score -1290082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1290082.375000 Penalty: 4495.075195
	Iteration 35Q: 3 clusters Score -1290082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1290082.375000 Penalty: 4495.075195
	Iteration 36Q: 3 clusters Score -1290082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1290082.375000 Penalty: 4495.075195
	Iteration 37F: 3 clusters Score -1290082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -27480.761719 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -27480.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26511.697266 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -26511.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26781.775391 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -26781.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26887.921875 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -26887.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26929.466797 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -26929.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26938.533203 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -26938.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26940.957031 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -26940.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26944.796875 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -26944.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -26944.796875 Penalty: 2769.414062
	Iteration 7F: 3 clusters Score -26944.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Entering Unmasked Estep 
Score: -1250035.750000 Penalty: 2224.162354
	Iteration 0F: 2 clusters Score -1250036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1243718.875000 Penalty: 4448.324707
	Iteration 0F: 3 clusters Score -1243719 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1245370.250000 Penalty: 4448.324707
	Iteration 1F: 3 clusters Score -1245370 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1245616.000000 Penalty: 4448.324707
	Iteration 2F: 3 clusters Score -1245616 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1245782.250000 Penalty: 4448.324707
	Iteration 3F: 3 clusters Score -1245782 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1245908.000000 Penalty: 4448.324707
	Iteration 4Q: 3 clusters Score -1245908 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1246015.625000 Penalty: 4448.324707
	Iteration 5Q: 3 clusters Score -1246016 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1246141.875000 Penalty: 4448.324707
	Iteration 6Q: 3 clusters Score -1246142 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1246304.000000 Penalty: 4448.324707
	Iteration 7Q: 3 clusters Score -1246304 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1246505.250000 Penalty: 4448.324707
	Iteration 8Q: 3 clusters Score -1246505 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1246773.750000 Penalty: 4448.324707
	Iteration 9Q: 3 clusters Score -1246774 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1247118.125000 Penalty: 4448.324707
	Iteration 10F: 3 clusters Score -1247118 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1247521.000000 Penalty: 4448.324707
	Iteration 11F: 3 clusters Score -1247521 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1247905.125000 Penalty: 4448.324707
	Iteration 12Q: 3 clusters Score -1247905 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1248227.500000 Penalty: 4448.324707
	Iteration 13Q: 3 clusters Score -1248228 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1248401.125000 Penalty: 4448.324707
	Iteration 14Q: 3 clusters Score -1248401 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1248486.250000 Penalty: 4448.324707
	Iteration 15Q: 3 clusters Score -1248486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1248534.875000 Penalty: 4448.324707
	Iteration 16Q: 3 clusters Score -1248535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1248568.750000 Penalty: 4448.324707
	Iteration 17Q: 3 clusters Score -1248569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1248598.250000 Penalty: 4448.324707
	Iteration 18Q: 3 clusters Score -1248598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1248620.500000 Penalty: 4448.324707
	Iteration 19Q: 3 clusters Score -1248620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1248634.000000 Penalty: 4448.324707
	Iteration 20F: 3 clusters Score -1248634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1248642.250000 Penalty: 4448.324707
	Iteration 21Q: 3 clusters Score -1248642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1248651.250000 Penalty: 4448.324707
	Iteration 22Q: 3 clusters Score -1248651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1248657.000000 Penalty: 4448.324707
	Iteration 23Q: 3 clusters Score -1248657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1248663.875000 Penalty: 4448.324707
	Iteration 24Q: 3 clusters Score -1248664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1248668.375000 Penalty: 4448.324707
	Iteration 25Q: 3 clusters Score -1248668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1248671.375000 Penalty: 4448.324707
	Iteration 26Q: 3 clusters Score -1248671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1248670.625000 Penalty: 4448.324707
	Iteration 27Q: 3 clusters Score -1248671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1248673.875000 Penalty: 4448.324707
	Iteration 28Q: 3 clusters Score -1248674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1248673.875000 Penalty: 4448.324707
	Iteration 29F: 3 clusters Score -1248674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Entering Unmasked Estep 
Score: -538617.250000 Penalty: 2026.836914
	Iteration 0F: 2 clusters Score -538617.2 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 1742 members 
Entering Unmasked Estep 
Score: -534996.312500 Penalty: 4053.673828
	Iteration 0F: 3 clusters Score -534996.3 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -535835.062500 Penalty: 4053.673828
	Iteration 1F: 3 clusters Score -535835.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -536066.750000 Penalty: 4053.673828
	Iteration 2F: 3 clusters Score -536066.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -536217.937500 Penalty: 4053.673828
	Iteration 3Q: 3 clusters Score -536217.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -536340.375000 Penalty: 4053.673828
	Iteration 4Q: 3 clusters Score -536340.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -536446.500000 Penalty: 4053.673828
	Iteration 5Q: 3 clusters Score -536446.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -536537.687500 Penalty: 4053.673828
	Iteration 6Q: 3 clusters Score -536537.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -536618.875000 Penalty: 4053.673828
	Iteration 7Q: 3 clusters Score -536618.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -536691.000000 Penalty: 4053.673828
	Iteration 8Q: 3 clusters Score -536691 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -536763.000000 Penalty: 4053.673828
	Iteration 9Q: 3 clusters Score -536763 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -536818.375000 Penalty: 4053.673828
	Iteration 10Q: 3 clusters Score -536818.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -536867.937500 Penalty: 4053.673828
	Iteration 11Q: 3 clusters Score -536867.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -536927.125000 Penalty: 4053.673828
	Iteration 12Q: 3 clusters Score -536927.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -536973.000000 Penalty: 4053.673828
	Iteration 13Q: 3 clusters Score -536973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -537006.437500 Penalty: 4053.673828
	Iteration 14Q: 3 clusters Score -537006.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -537033.500000 Penalty: 4053.673828
	Iteration 15Q: 3 clusters Score -537033.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -537054.000000 Penalty: 4053.673828
	Iteration 16Q: 3 clusters Score -537054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -537067.125000 Penalty: 4053.673828
	Iteration 17Q: 3 clusters Score -537067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -537076.312500 Penalty: 4053.673828
	Iteration 18Q: 3 clusters Score -537076.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -537088.062500 Penalty: 4053.673828
	Iteration 19Q: 3 clusters Score -537088.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -537097.437500 Penalty: 4053.673828
	Iteration 20F: 3 clusters Score -537097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -537103.687500 Penalty: 4053.673828
	Iteration 21Q: 3 clusters Score -537103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -537108.687500 Penalty: 4053.673828
	Iteration 22Q: 3 clusters Score -537108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -537113.125000 Penalty: 4053.673828
	Iteration 23Q: 3 clusters Score -537113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -537121.375000 Penalty: 4053.673828
	Iteration 24Q: 3 clusters Score -537121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -537134.625000 Penalty: 4053.673828
	Iteration 25Q: 3 clusters Score -537134.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -537138.687500 Penalty: 4053.673828
	Iteration 26Q: 3 clusters Score -537138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -537143.437500 Penalty: 4053.673828
	Iteration 27Q: 3 clusters Score -537143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -537148.937500 Penalty: 4053.673828
	Iteration 28Q: 3 clusters Score -537148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -537151.812500 Penalty: 4053.673828
	Iteration 29Q: 3 clusters Score -537151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -537152.812500 Penalty: 4053.673828
	Iteration 30Q: 3 clusters Score -537152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -537156.437500 Penalty: 4053.673828
	Iteration 31Q: 3 clusters Score -537156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -537159.312500 Penalty: 4053.673828
	Iteration 32Q: 3 clusters Score -537159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -537162.187500 Penalty: 4053.673828
	Iteration 33Q: 3 clusters Score -537162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -537162.500000 Penalty: 4053.673828
	Iteration 34Q: 3 clusters Score -537162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -537163.062500 Penalty: 4053.673828
	Iteration 35Q: 3 clusters Score -537163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -537164.312500 Penalty: 4053.673828
	Iteration 36Q: 3 clusters Score -537164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -537166.125000 Penalty: 4053.673828
	Iteration 37Q: 3 clusters Score -537166.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -537166.625000 Penalty: 4053.673828
	Iteration 38Q: 3 clusters Score -537166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -537166.625000 Penalty: 4053.673828
	Iteration 39F: 3 clusters Score -537166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -109919.929688 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -109919.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108247.968750 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -108248 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108869.875000 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -108869.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109234.101562 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -109234.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -109500.992188 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -109501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -109624.515625 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -109624.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109716.937500 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -109716.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109807.859375 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -109807.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -109863.718750 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -109863.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -109897.125000 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -109897.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -109926.554688 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -109926.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109995.820312 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -109995.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110089.328125 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -110089.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -110193.656250 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -110193.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110290.289062 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -110290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -110302.015625 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -110302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110314.929688 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -110314.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -110334.953125 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -110335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -110345.554688 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -110345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -110353.234375 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -110353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -110356.359375 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -110356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -110383.015625 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -110383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -110451.617188 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -110451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -110516.765625 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -110516.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -110621.414062 Penalty: 3416.731934
	Iteration 23Q: 3 clusters Score -110621.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -110674.531250 Penalty: 3416.731934
	Iteration 24Q: 3 clusters Score -110674.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -110771.726562 Penalty: 3416.731934
	Iteration 25Q: 3 clusters Score -110771.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -110803.023438 Penalty: 3416.731934
	Iteration 26Q: 3 clusters Score -110803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -110809.656250 Penalty: 3416.731934
	Iteration 27Q: 3 clusters Score -110809.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -110818.523438 Penalty: 3416.731934
	Iteration 28Q: 3 clusters Score -110818.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -110827.179688 Penalty: 3416.731934
	Iteration 29F: 3 clusters Score -110827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110836.640625 Penalty: 3416.731934
	Iteration 30Q: 3 clusters Score -110836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -110837.960938 Penalty: 3416.731934
	Iteration 31Q: 3 clusters Score -110838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -110841.054688 Penalty: 3416.731934
	Iteration 32Q: 3 clusters Score -110841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110846.992188 Penalty: 3416.731934
	Iteration 33Q: 3 clusters Score -110847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -110848.179688 Penalty: 3416.731934
	Iteration 34Q: 3 clusters Score -110848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110849.625000 Penalty: 3416.731934
	Iteration 35Q: 3 clusters Score -110849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110849.625000 Penalty: 3416.731934
	Iteration 36F: 3 clusters Score -110849.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 132667 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133019 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 304 members 
Entering Unmasked Estep 
Score: -86702008.000000 Penalty: 101820.867188
Splitting cluster 10 changes total score from -86702992.000000 to -86702008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (132667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132667 members 
Entering Unmasked Estep 
Score: -20911198.000000 Penalty: 2925.308105
	Iteration 0F: 2 clusters Score -2.09112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -20828196.000000 Penalty: 5850.616211
	Iteration 0F: 3 clusters Score -2.08282e+07 nChanged 63109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -20864680.000000 Penalty: 5850.616211
	Iteration 1F: 3 clusters Score -2.086468e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -20865690.000000 Penalty: 5850.616211
	Iteration 2Q: 3 clusters Score -2.086569e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -20866854.000000 Penalty: 5850.616211
	Iteration 3Q: 3 clusters Score -2.086685e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -20868448.000000 Penalty: 5850.616211
	Iteration 4Q: 3 clusters Score -2.086845e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -20870736.000000 Penalty: 5850.616211
	Iteration 5Q: 3 clusters Score -2.087074e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -20874704.000000 Penalty: 5850.616211
	Iteration 6F: 3 clusters Score -2.08747e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -20880466.000000 Penalty: 5850.616211
	Iteration 7F: 3 clusters Score -2.088047e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -20887568.000000 Penalty: 5850.616211
	Iteration 8F: 3 clusters Score -2.088757e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -20893758.000000 Penalty: 5850.616211
	Iteration 9F: 3 clusters Score -2.089376e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110217 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -20897700.000000 Penalty: 5850.616211
	Iteration 10Q: 3 clusters Score -2.08977e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113671 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -20899940.000000 Penalty: 5850.616211
	Iteration 11Q: 3 clusters Score -2.089994e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116204 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -20901318.000000 Penalty: 5850.616211
	Iteration 12Q: 3 clusters Score -2.090132e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118344 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -20902108.000000 Penalty: 5850.616211
	Iteration 13Q: 3 clusters Score -2.090211e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -20902916.000000 Penalty: 5850.616211
	Iteration 14Q: 3 clusters Score -2.090292e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121832 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -20903556.000000 Penalty: 5850.616211
	Iteration 15Q: 3 clusters Score -2.090356e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -20904356.000000 Penalty: 5850.616211
	Iteration 16Q: 3 clusters Score -2.090436e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124577 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -20905054.000000 Penalty: 5850.616211
	Iteration 17Q: 3 clusters Score -2.090505e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -20905752.000000 Penalty: 5850.616211
	Iteration 18Q: 3 clusters Score -2.090575e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126683 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -20906314.000000 Penalty: 5850.616211
	Iteration 19Q: 3 clusters Score -2.090631e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127535 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -20906920.000000 Penalty: 5850.616211
	Iteration 20F: 3 clusters Score -2.090692e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128262 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -20907286.000000 Penalty: 5850.616211
	Iteration 21Q: 3 clusters Score -2.090729e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128854 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -20907502.000000 Penalty: 5850.616211
	Iteration 22Q: 3 clusters Score -2.09075e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129309 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -20907682.000000 Penalty: 5850.616211
	Iteration 23Q: 3 clusters Score -2.090768e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129699 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -20907802.000000 Penalty: 5850.616211
	Iteration 24Q: 3 clusters Score -2.09078e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129991 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -20907978.000000 Penalty: 5850.616211
	Iteration 25Q: 3 clusters Score -2.090798e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -20908132.000000 Penalty: 5850.616211
	Iteration 26Q: 3 clusters Score -2.090813e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130413 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -20908268.000000 Penalty: 5850.616211
	Iteration 27Q: 3 clusters Score -2.090827e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130574 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -20908322.000000 Penalty: 5850.616211
	Iteration 28Q: 3 clusters Score -2.090832e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130686 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -20908348.000000 Penalty: 5850.616211
	Iteration 29Q: 3 clusters Score -2.090835e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130777 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -20908398.000000 Penalty: 5850.616211
	Iteration 30Q: 3 clusters Score -2.09084e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130872 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -20908420.000000 Penalty: 5850.616211
	Iteration 31Q: 3 clusters Score -2.090842e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130950 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -20908454.000000 Penalty: 5850.616211
	Iteration 32Q: 3 clusters Score -2.090845e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131007 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -20908508.000000 Penalty: 5850.616211
	Iteration 33Q: 3 clusters Score -2.090851e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131061 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -20908526.000000 Penalty: 5850.616211
	Iteration 34Q: 3 clusters Score -2.090853e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131100 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -20908510.000000 Penalty: 5850.616211
	Iteration 35Q: 3 clusters Score -2.090851e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -20908524.000000 Penalty: 5850.616211
	Iteration 36Q: 3 clusters Score -2.090852e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131180 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -20908560.000000 Penalty: 5850.616211
	Iteration 37Q: 3 clusters Score -2.090856e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131216 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -20908588.000000 Penalty: 5850.616211
	Iteration 38Q: 3 clusters Score -2.090859e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131253 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20908614.000000 Penalty: 5850.616211
	Iteration 39Q: 3 clusters Score -2.090861e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131285 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20908620.000000 Penalty: 5850.616211
	Iteration 40F: 3 clusters Score -2.090862e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131310 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -20908636.000000 Penalty: 5850.616211
	Iteration 41Q: 3 clusters Score -2.090864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131339 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -20908656.000000 Penalty: 5850.616211
	Iteration 42Q: 3 clusters Score -2.090866e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131366 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20908646.000000 Penalty: 5850.616211
	Iteration 43Q: 3 clusters Score -2.090865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20908660.000000 Penalty: 5850.616211
	Iteration 44Q: 3 clusters Score -2.090866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131408 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20908670.000000 Penalty: 5850.616211
	Iteration 45Q: 3 clusters Score -2.090867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131428 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -20908676.000000 Penalty: 5850.616211
	Iteration 46Q: 3 clusters Score -2.090868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131447 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20908682.000000 Penalty: 5850.616211
	Iteration 47Q: 3 clusters Score -2.090868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -20908690.000000 Penalty: 5850.616211
	Iteration 48Q: 3 clusters Score -2.090869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131470 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20908674.000000 Penalty: 5850.616211
	Iteration 49Q: 3 clusters Score -2.090867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131483 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20908684.000000 Penalty: 5850.616211
	Iteration 50Q: 3 clusters Score -2.090868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131493 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20908678.000000 Penalty: 5850.616211
	Iteration 51Q: 3 clusters Score -2.090868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131506 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20908676.000000 Penalty: 5850.616211
	Iteration 52Q: 3 clusters Score -2.090868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131513 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -20908686.000000 Penalty: 5850.616211
	Iteration 53Q: 3 clusters Score -2.090869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131518 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20908696.000000 Penalty: 5850.616211
	Iteration 54Q: 3 clusters Score -2.09087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131526 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -20908694.000000 Penalty: 5850.616211
	Iteration 55Q: 3 clusters Score -2.090869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131529 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20908702.000000 Penalty: 5850.616211
	Iteration 56Q: 3 clusters Score -2.09087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131537 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -20908724.000000 Penalty: 5850.616211
	Iteration 57Q: 3 clusters Score -2.090872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131541 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20908720.000000 Penalty: 5850.616211
	Iteration 58Q: 3 clusters Score -2.090872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131547 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20908706.000000 Penalty: 5850.616211
	Iteration 59Q: 3 clusters Score -2.090871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -20908706.000000 Penalty: 5850.616211
	Iteration 60F: 3 clusters Score -2.090871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -20908726.000000 Penalty: 5850.616211
	Iteration 61Q: 3 clusters Score -2.090873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -20908702.000000 Penalty: 5850.616211
	Iteration 62Q: 3 clusters Score -2.09087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -20908710.000000 Penalty: 5850.616211
	Iteration 63Q: 3 clusters Score -2.090871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131569 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -20908718.000000 Penalty: 5850.616211
	Iteration 64Q: 3 clusters Score -2.090872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131573 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -20908702.000000 Penalty: 5850.616211
	Iteration 65Q: 3 clusters Score -2.09087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131576 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20908716.000000 Penalty: 5850.616211
	Iteration 66Q: 3 clusters Score -2.090872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131578 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -20908728.000000 Penalty: 5850.616211
	Iteration 67Q: 3 clusters Score -2.090873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131580 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20908724.000000 Penalty: 5850.616211
	Iteration 68Q: 3 clusters Score -2.090872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131581 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -20908728.000000 Penalty: 5850.616211
	Iteration 69Q: 3 clusters Score -2.090873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131581 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -20908728.000000 Penalty: 5850.616211
	Iteration 70F: 3 clusters Score -2.090873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Entering Unmasked Estep 
Score: -626547.812500 Penalty: 2074.340088
	Iteration 0F: 2 clusters Score -626547.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -622504.937500 Penalty: 4148.680176
	Iteration 0F: 3 clusters Score -622504.9 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -623630.125000 Penalty: 4148.680176
	Iteration 1F: 3 clusters Score -623630.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -624016.000000 Penalty: 4148.680176
	Iteration 2F: 3 clusters Score -624016 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -624289.625000 Penalty: 4148.680176
	Iteration 3F: 3 clusters Score -624289.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -624575.937500 Penalty: 4148.680176
	Iteration 4F: 3 clusters Score -624575.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -624813.062500 Penalty: 4148.680176
	Iteration 5F: 3 clusters Score -624813.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -624991.812500 Penalty: 4148.680176
	Iteration 6Q: 3 clusters Score -624991.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -625128.687500 Penalty: 4148.680176
	Iteration 7Q: 3 clusters Score -625128.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -625229.187500 Penalty: 4148.680176
	Iteration 8Q: 3 clusters Score -625229.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -625305.937500 Penalty: 4148.680176
	Iteration 9Q: 3 clusters Score -625305.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -625383.812500 Penalty: 4148.680176
	Iteration 10Q: 3 clusters Score -625383.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -625433.250000 Penalty: 4148.680176
	Iteration 11Q: 3 clusters Score -625433.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -625467.375000 Penalty: 4148.680176
	Iteration 12Q: 3 clusters Score -625467.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -625493.625000 Penalty: 4148.680176
	Iteration 13Q: 3 clusters Score -625493.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -625517.250000 Penalty: 4148.680176
	Iteration 14Q: 3 clusters Score -625517.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -625537.687500 Penalty: 4148.680176
	Iteration 15Q: 3 clusters Score -625537.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -625554.500000 Penalty: 4148.680176
	Iteration 16Q: 3 clusters Score -625554.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -625563.937500 Penalty: 4148.680176
	Iteration 17Q: 3 clusters Score -625563.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -625567.500000 Penalty: 4148.680176
	Iteration 18Q: 3 clusters Score -625567.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -625575.187500 Penalty: 4148.680176
	Iteration 19Q: 3 clusters Score -625575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -625579.437500 Penalty: 4148.680176
	Iteration 20F: 3 clusters Score -625579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -625585.875000 Penalty: 4148.680176
	Iteration 21Q: 3 clusters Score -625585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -625586.750000 Penalty: 4148.680176
	Iteration 22Q: 3 clusters Score -625586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -625588.187500 Penalty: 4148.680176
	Iteration 23Q: 3 clusters Score -625588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -625588.375000 Penalty: 4148.680176
	Iteration 24Q: 3 clusters Score -625588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -625590.562500 Penalty: 4148.680176
	Iteration 25Q: 3 clusters Score -625590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -625594.625000 Penalty: 4148.680176
	Iteration 26Q: 3 clusters Score -625594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -625595.500000 Penalty: 4148.680176
	Iteration 27Q: 3 clusters Score -625595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -625598.625000 Penalty: 4148.680176
	Iteration 28Q: 3 clusters Score -625598.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -625599.625000 Penalty: 4148.680176
	Iteration 29Q: 3 clusters Score -625599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -625601.062500 Penalty: 4148.680176
	Iteration 30Q: 3 clusters Score -625601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -625602.562500 Penalty: 4148.680176
	Iteration 31Q: 3 clusters Score -625602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -625603.812500 Penalty: 4148.680176
	Iteration 32Q: 3 clusters Score -625603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -625604.312500 Penalty: 4148.680176
	Iteration 33Q: 3 clusters Score -625604.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -625604.812500 Penalty: 4148.680176
	Iteration 34Q: 3 clusters Score -625604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -625605.937500 Penalty: 4148.680176
	Iteration 35Q: 3 clusters Score -625605.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -625608.250000 Penalty: 4148.680176
	Iteration 36Q: 3 clusters Score -625608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -625610.937500 Penalty: 4148.680176
	Iteration 37Q: 3 clusters Score -625610.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -625621.562500 Penalty: 4148.680176
	Iteration 38Q: 3 clusters Score -625621.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -625631.500000 Penalty: 4148.680176
	Iteration 39Q: 3 clusters Score -625631.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -625640.125000 Penalty: 4148.680176
	Iteration 40F: 3 clusters Score -625640.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -625652.312500 Penalty: 4148.680176
	Iteration 41Q: 3 clusters Score -625652.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -625664.750000 Penalty: 4148.680176
	Iteration 42Q: 3 clusters Score -625664.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -625677.937500 Penalty: 4148.680176
	Iteration 43Q: 3 clusters Score -625677.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -625694.875000 Penalty: 4148.680176
	Iteration 44Q: 3 clusters Score -625694.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -625719.937500 Penalty: 4148.680176
	Iteration 45Q: 3 clusters Score -625719.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -625761.562500 Penalty: 4148.680176
	Iteration 46Q: 3 clusters Score -625761.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -625802.625000 Penalty: 4148.680176
	Iteration 47Q: 3 clusters Score -625802.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -625840.437500 Penalty: 4148.680176
	Iteration 48Q: 3 clusters Score -625840.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -625877.312500 Penalty: 4148.680176
	Iteration 49Q: 3 clusters Score -625877.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -625919.000000 Penalty: 4148.680176
	Iteration 50Q: 3 clusters Score -625919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -625951.187500 Penalty: 4148.680176
	Iteration 51Q: 3 clusters Score -625951.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -625972.062500 Penalty: 4148.680176
	Iteration 52Q: 3 clusters Score -625972.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -625992.062500 Penalty: 4148.680176
	Iteration 53Q: 3 clusters Score -625992.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -626017.062500 Penalty: 4148.680176
	Iteration 54Q: 3 clusters Score -626017.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -626041.375000 Penalty: 4148.680176
	Iteration 55Q: 3 clusters Score -626041.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -626066.000000 Penalty: 4148.680176
	Iteration 56Q: 3 clusters Score -626066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -626082.000000 Penalty: 4148.680176
	Iteration 57Q: 3 clusters Score -626082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -626107.000000 Penalty: 4148.680176
	Iteration 58Q: 3 clusters Score -626107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -626127.625000 Penalty: 4148.680176
	Iteration 59Q: 3 clusters Score -626127.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -626147.000000 Penalty: 4148.680176
	Iteration 60F: 3 clusters Score -626147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -626163.750000 Penalty: 4148.680176
	Iteration 61Q: 3 clusters Score -626163.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -626181.500000 Penalty: 4148.680176
	Iteration 62Q: 3 clusters Score -626181.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -626205.000000 Penalty: 4148.680176
	Iteration 63Q: 3 clusters Score -626205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -626226.187500 Penalty: 4148.680176
	Iteration 64Q: 3 clusters Score -626226.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -626235.625000 Penalty: 4148.680176
	Iteration 65Q: 3 clusters Score -626235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -626243.000000 Penalty: 4148.680176
	Iteration 66Q: 3 clusters Score -626243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -626250.250000 Penalty: 4148.680176
	Iteration 67Q: 3 clusters Score -626250.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -626255.125000 Penalty: 4148.680176
	Iteration 68Q: 3 clusters Score -626255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -626256.312500 Penalty: 4148.680176
	Iteration 69Q: 3 clusters Score -626256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -626257.500000 Penalty: 4148.680176
	Iteration 70Q: 3 clusters Score -626257.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -626257.625000 Penalty: 4148.680176
	Iteration 71Q: 3 clusters Score -626257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -626258.875000 Penalty: 4148.680176
	Iteration 72Q: 3 clusters Score -626258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -626259.312500 Penalty: 4148.680176
	Iteration 73Q: 3 clusters Score -626259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -626259.875000 Penalty: 4148.680176
	Iteration 74Q: 3 clusters Score -626259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -626259.375000 Penalty: 4148.680176
	Iteration 75Q: 3 clusters Score -626259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -626259.375000 Penalty: 4148.680176
	Iteration 76F: 3 clusters Score -626259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -22814.505859 Penalty: 1359.198486
	Iteration 0F: 2 clusters Score -22814.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21988.025391 Penalty: 2718.396973
	Iteration 0F: 3 clusters Score -21988.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22242.285156 Penalty: 2718.396973
	Iteration 1F: 3 clusters Score -22242.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22273.193359 Penalty: 2718.396973
	Iteration 2Q: 3 clusters Score -22273.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22289.910156 Penalty: 2718.396973
	Iteration 3Q: 3 clusters Score -22289.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22302.535156 Penalty: 2718.396973
	Iteration 4Q: 3 clusters Score -22302.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22302.535156 Penalty: 2718.396973
	Iteration 5F: 3 clusters Score -22302.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Entering Unmasked Estep 
Score: -413636.687500 Penalty: 1964.180542
	Iteration 0F: 2 clusters Score -413636.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -410594.625000 Penalty: 3928.361084
	Iteration 0F: 3 clusters Score -410594.6 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -411399.531250 Penalty: 3928.361084
	Iteration 1F: 3 clusters Score -411399.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -411749.843750 Penalty: 3928.361084
	Iteration 2F: 3 clusters Score -411749.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -412026.406250 Penalty: 3928.361084
	Iteration 3F: 3 clusters Score -412026.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -412261.218750 Penalty: 3928.361084
	Iteration 4F: 3 clusters Score -412261.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -412435.812500 Penalty: 3928.361084
	Iteration 5F: 3 clusters Score -412435.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -412518.781250 Penalty: 3928.361084
	Iteration 6Q: 3 clusters Score -412518.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -412572.500000 Penalty: 3928.361084
	Iteration 7Q: 3 clusters Score -412572.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -412607.687500 Penalty: 3928.361084
	Iteration 8Q: 3 clusters Score -412607.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -412636.125000 Penalty: 3928.361084
	Iteration 9Q: 3 clusters Score -412636.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -412649.218750 Penalty: 3928.361084
	Iteration 10Q: 3 clusters Score -412649.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -412662.562500 Penalty: 3928.361084
	Iteration 11Q: 3 clusters Score -412662.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -412681.687500 Penalty: 3928.361084
	Iteration 12Q: 3 clusters Score -412681.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -412696.812500 Penalty: 3928.361084
	Iteration 13Q: 3 clusters Score -412696.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -412711.812500 Penalty: 3928.361084
	Iteration 14Q: 3 clusters Score -412711.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -412720.812500 Penalty: 3928.361084
	Iteration 15Q: 3 clusters Score -412720.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -412727.843750 Penalty: 3928.361084
	Iteration 16Q: 3 clusters Score -412727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -412733.062500 Penalty: 3928.361084
	Iteration 17Q: 3 clusters Score -412733.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -412738.593750 Penalty: 3928.361084
	Iteration 18Q: 3 clusters Score -412738.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -412742.937500 Penalty: 3928.361084
	Iteration 19Q: 3 clusters Score -412742.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -412745.750000 Penalty: 3928.361084
	Iteration 20F: 3 clusters Score -412745.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -412748.875000 Penalty: 3928.361084
	Iteration 21Q: 3 clusters Score -412748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -412752.156250 Penalty: 3928.361084
	Iteration 22Q: 3 clusters Score -412752.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -412754.312500 Penalty: 3928.361084
	Iteration 23Q: 3 clusters Score -412754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412755.843750 Penalty: 3928.361084
	Iteration 24Q: 3 clusters Score -412755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -412757.843750 Penalty: 3928.361084
	Iteration 25Q: 3 clusters Score -412757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -412758.875000 Penalty: 3928.361084
	Iteration 26Q: 3 clusters Score -412758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -412759.125000 Penalty: 3928.361084
	Iteration 27Q: 3 clusters Score -412759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -412759.125000 Penalty: 3928.361084
	Iteration 28F: 3 clusters Score -412759.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -237496.093750 Penalty: 1837.315674
	Iteration 0F: 2 clusters Score -237496.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -235114.046875 Penalty: 3674.631348
	Iteration 0F: 3 clusters Score -235114 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -235576.765625 Penalty: 3674.631348
	Iteration 1F: 3 clusters Score -235576.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -235795.828125 Penalty: 3674.631348
	Iteration 2F: 3 clusters Score -235795.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -235984.859375 Penalty: 3674.631348
	Iteration 3F: 3 clusters Score -235984.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -236127.843750 Penalty: 3674.631348
	Iteration 4F: 3 clusters Score -236127.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -236237.859375 Penalty: 3674.631348
	Iteration 5F: 3 clusters Score -236237.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -236314.750000 Penalty: 3674.631348
	Iteration 6Q: 3 clusters Score -236314.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -236367.953125 Penalty: 3674.631348
	Iteration 7Q: 3 clusters Score -236368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -236401.765625 Penalty: 3674.631348
	Iteration 8Q: 3 clusters Score -236401.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -236428.828125 Penalty: 3674.631348
	Iteration 9Q: 3 clusters Score -236428.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -236446.625000 Penalty: 3674.631348
	Iteration 10Q: 3 clusters Score -236446.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -236466.359375 Penalty: 3674.631348
	Iteration 11Q: 3 clusters Score -236466.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -236476.515625 Penalty: 3674.631348
	Iteration 12Q: 3 clusters Score -236476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -236485.234375 Penalty: 3674.631348
	Iteration 13Q: 3 clusters Score -236485.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -236490.046875 Penalty: 3674.631348
	Iteration 14Q: 3 clusters Score -236490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -236492.609375 Penalty: 3674.631348
	Iteration 15Q: 3 clusters Score -236492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -236493.750000 Penalty: 3674.631348
	Iteration 16Q: 3 clusters Score -236493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -236493.750000 Penalty: 3674.631348
	Iteration 17F: 3 clusters Score -236493.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (133019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133019 members 
Entering Unmasked Estep 
Score: -20901786.000000 Penalty: 2925.965332
	Iteration 0F: 2 clusters Score -2.090179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -20815962.000000 Penalty: 5851.930664
	Iteration 0F: 3 clusters Score -2.081596e+07 nChanged 63480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -20852964.000000 Penalty: 5851.930664
	Iteration 1F: 3 clusters Score -2.085296e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56449 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -20855012.000000 Penalty: 5851.930664
	Iteration 2Q: 3 clusters Score -2.085501e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -20858528.000000 Penalty: 5851.930664
	Iteration 3Q: 3 clusters Score -2.085853e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -20863864.000000 Penalty: 5851.930664
	Iteration 4F: 3 clusters Score -2.086386e+07 nChanged 10082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 99491 members 
Entering Unmasked Estep 
Score: -20872282.000000 Penalty: 5851.930664
	Iteration 5F: 3 clusters Score -2.087228e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -20882026.000000 Penalty: 5851.930664
	Iteration 6F: 3 clusters Score -2.088203e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 118854 members 
Entering Unmasked Estep 
Score: -20889828.000000 Penalty: 5851.930664
	Iteration 7F: 3 clusters Score -2.088983e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 124890 members 
Entering Unmasked Estep 
Score: -20894466.000000 Penalty: 5851.930664
	Iteration 8Q: 3 clusters Score -2.089447e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 128222 members 
Entering Unmasked Estep 
Score: -20896780.000000 Penalty: 5851.930664
	Iteration 9Q: 3 clusters Score -2.089678e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 130025 members 
Entering Unmasked Estep 
Score: -20897916.000000 Penalty: 5851.930664
	Iteration 10Q: 3 clusters Score -2.089792e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 130970 members 
Entering Unmasked Estep 
Score: -20898546.000000 Penalty: 5851.930664
	Iteration 11Q: 3 clusters Score -2.089855e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -20898840.000000 Penalty: 5851.930664
	Iteration 12Q: 3 clusters Score -2.089884e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 131714 members 
Entering Unmasked Estep 
Score: -20899010.000000 Penalty: 5851.930664
	Iteration 13Q: 3 clusters Score -2.089901e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 131880 members 
Entering Unmasked Estep 
Score: -20899068.000000 Penalty: 5851.930664
	Iteration 14Q: 3 clusters Score -2.089907e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 132001 members 
Entering Unmasked Estep 
Score: -20899166.000000 Penalty: 5851.930664
	Iteration 15Q: 3 clusters Score -2.089917e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 132091 members 
Entering Unmasked Estep 
Score: -20899224.000000 Penalty: 5851.930664
	Iteration 16Q: 3 clusters Score -2.089922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 132142 members 
Entering Unmasked Estep 
Score: -20899276.000000 Penalty: 5851.930664
	Iteration 17Q: 3 clusters Score -2.089928e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 132175 members 
Entering Unmasked Estep 
Score: -20899262.000000 Penalty: 5851.930664
	Iteration 18Q: 3 clusters Score -2.089926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 132193 members 
Entering Unmasked Estep 
Score: -20899280.000000 Penalty: 5851.930664
	Iteration 19Q: 3 clusters Score -2.089928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 132216 members 
Entering Unmasked Estep 
Score: -20899294.000000 Penalty: 5851.930664
	Iteration 20F: 3 clusters Score -2.089929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -20899308.000000 Penalty: 5851.930664
	Iteration 21Q: 3 clusters Score -2.089931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 132260 members 
Entering Unmasked Estep 
Score: -20899328.000000 Penalty: 5851.930664
	Iteration 22Q: 3 clusters Score -2.089933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 132271 members 
Entering Unmasked Estep 
Score: -20899336.000000 Penalty: 5851.930664
	Iteration 23Q: 3 clusters Score -2.089934e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 132278 members 
Entering Unmasked Estep 
Score: -20899358.000000 Penalty: 5851.930664
	Iteration 24Q: 3 clusters Score -2.089936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 132286 members 
Entering Unmasked Estep 
Score: -20899366.000000 Penalty: 5851.930664
	Iteration 25Q: 3 clusters Score -2.089937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 132298 members 
Entering Unmasked Estep 
Score: -20899366.000000 Penalty: 5851.930664
	Iteration 26Q: 3 clusters Score -2.089937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 132311 members 
Entering Unmasked Estep 
Score: -20899382.000000 Penalty: 5851.930664
	Iteration 27Q: 3 clusters Score -2.089938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -20899370.000000 Penalty: 5851.930664
	Iteration 28Q: 3 clusters Score -2.089937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 132327 members 
Entering Unmasked Estep 
Score: -20899372.000000 Penalty: 5851.930664
	Iteration 29Q: 3 clusters Score -2.089937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 132330 members 
Entering Unmasked Estep 
Score: -20899384.000000 Penalty: 5851.930664
	Iteration 30Q: 3 clusters Score -2.089938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 132333 members 
Entering Unmasked Estep 
Score: -20899388.000000 Penalty: 5851.930664
	Iteration 31Q: 3 clusters Score -2.089939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 132336 members 
Entering Unmasked Estep 
Score: -20899398.000000 Penalty: 5851.930664
	Iteration 32Q: 3 clusters Score -2.08994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 132340 members 
Entering Unmasked Estep 
Score: -20899422.000000 Penalty: 5851.930664
	Iteration 33Q: 3 clusters Score -2.089942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -20899408.000000 Penalty: 5851.930664
	Iteration 34Q: 3 clusters Score -2.089941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 132343 members 
Entering Unmasked Estep 
Score: -20899414.000000 Penalty: 5851.930664
	Iteration 35Q: 3 clusters Score -2.089941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 132342 members 
Entering Unmasked Estep 
Score: -20899412.000000 Penalty: 5851.930664
	Iteration 36Q: 3 clusters Score -2.089941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 132342 members 
Entering Unmasked Estep 
Score: -20899408.000000 Penalty: 5851.930664
	Iteration 37Q: 3 clusters Score -2.089941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -20899404.000000 Penalty: 5851.930664
	Iteration 38Q: 3 clusters Score -2.08994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -20899404.000000 Penalty: 5851.930664
	Iteration 39F: 3 clusters Score -2.08994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Entering Unmasked Estep 
Score: -2071527.375000 Penalty: 2358.296387
	Iteration 0F: 2 clusters Score -2071527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2061697.250000 Penalty: 4716.592773
	Iteration 0F: 3 clusters Score -2061697 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2064969.000000 Penalty: 4716.592773
	Iteration 1F: 3 clusters Score -2064969 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2065433.125000 Penalty: 4716.592773
	Iteration 2F: 3 clusters Score -2065433 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2065832.500000 Penalty: 4716.592773
	Iteration 3F: 3 clusters Score -2065832 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2066273.375000 Penalty: 4716.592773
	Iteration 4F: 3 clusters Score -2066273 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2066777.875000 Penalty: 4716.592773
	Iteration 5F: 3 clusters Score -2066778 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2067392.625000 Penalty: 4716.592773
	Iteration 6F: 3 clusters Score -2067393 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2068094.500000 Penalty: 4716.592773
	Iteration 7F: 3 clusters Score -2068094 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2068702.000000 Penalty: 4716.592773
	Iteration 8F: 3 clusters Score -2068702 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2069183.000000 Penalty: 4716.592773
	Iteration 9Q: 3 clusters Score -2069183 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2069622.500000 Penalty: 4716.592773
	Iteration 10Q: 3 clusters Score -2069622 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2069955.375000 Penalty: 4716.592773
	Iteration 11Q: 3 clusters Score -2069955 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2070218.250000 Penalty: 4716.592773
	Iteration 12Q: 3 clusters Score -2070218 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2070405.500000 Penalty: 4716.592773
	Iteration 13Q: 3 clusters Score -2070406 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2070516.875000 Penalty: 4716.592773
	Iteration 14Q: 3 clusters Score -2070517 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2070580.000000 Penalty: 4716.592773
	Iteration 15Q: 3 clusters Score -2070580 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2070626.125000 Penalty: 4716.592773
	Iteration 16Q: 3 clusters Score -2070626 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2070650.250000 Penalty: 4716.592773
	Iteration 17Q: 3 clusters Score -2070650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2070688.500000 Penalty: 4716.592773
	Iteration 18Q: 3 clusters Score -2070688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2070712.000000 Penalty: 4716.592773
	Iteration 19Q: 3 clusters Score -2070712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2070734.625000 Penalty: 4716.592773
	Iteration 20F: 3 clusters Score -2070735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2070761.500000 Penalty: 4716.592773
	Iteration 21Q: 3 clusters Score -2070762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2070770.250000 Penalty: 4716.592773
	Iteration 22Q: 3 clusters Score -2070770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2070784.625000 Penalty: 4716.592773
	Iteration 23Q: 3 clusters Score -2070785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2070795.125000 Penalty: 4716.592773
	Iteration 24Q: 3 clusters Score -2070795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2070801.250000 Penalty: 4716.592773
	Iteration 25Q: 3 clusters Score -2070801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2070800.375000 Penalty: 4716.592773
	Iteration 26Q: 3 clusters Score -2070800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2070805.750000 Penalty: 4716.592773
	Iteration 27Q: 3 clusters Score -2070806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2070819.500000 Penalty: 4716.592773
	Iteration 28Q: 3 clusters Score -2070820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2070824.000000 Penalty: 4716.592773
	Iteration 29Q: 3 clusters Score -2070824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2070828.875000 Penalty: 4716.592773
	Iteration 30Q: 3 clusters Score -2070829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2070836.125000 Penalty: 4716.592773
	Iteration 31Q: 3 clusters Score -2070836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2070840.000000 Penalty: 4716.592773
	Iteration 32Q: 3 clusters Score -2070840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2070850.750000 Penalty: 4716.592773
	Iteration 33Q: 3 clusters Score -2070851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2070851.875000 Penalty: 4716.592773
	Iteration 34Q: 3 clusters Score -2070852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2070858.875000 Penalty: 4716.592773
	Iteration 35Q: 3 clusters Score -2070859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2070870.625000 Penalty: 4716.592773
	Iteration 36Q: 3 clusters Score -2070871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2070873.250000 Penalty: 4716.592773
	Iteration 37Q: 3 clusters Score -2070873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2070876.125000 Penalty: 4716.592773
	Iteration 38Q: 3 clusters Score -2070876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2070879.250000 Penalty: 4716.592773
	Iteration 39Q: 3 clusters Score -2070879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2070887.500000 Penalty: 4716.592773
	Iteration 40F: 3 clusters Score -2070888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2070894.000000 Penalty: 4716.592773
	Iteration 41Q: 3 clusters Score -2070894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2070893.000000 Penalty: 4716.592773
	Iteration 42Q: 3 clusters Score -2070893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2070894.500000 Penalty: 4716.592773
	Iteration 43Q: 3 clusters Score -2070894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2070899.875000 Penalty: 4716.592773
	Iteration 44Q: 3 clusters Score -2070900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2070905.000000 Penalty: 4716.592773
	Iteration 45Q: 3 clusters Score -2070905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2070907.750000 Penalty: 4716.592773
	Iteration 46Q: 3 clusters Score -2070908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2070915.000000 Penalty: 4716.592773
	Iteration 47Q: 3 clusters Score -2070915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2070921.250000 Penalty: 4716.592773
	Iteration 48Q: 3 clusters Score -2070921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2070925.750000 Penalty: 4716.592773
	Iteration 49Q: 3 clusters Score -2070926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2070923.625000 Penalty: 4716.592773
	Iteration 50Q: 3 clusters Score -2070924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2070922.625000 Penalty: 4716.592773
	Iteration 51Q: 3 clusters Score -2070923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2070926.375000 Penalty: 4716.592773
	Iteration 52Q: 3 clusters Score -2070926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2070923.500000 Penalty: 4716.592773
	Iteration 53Q: 3 clusters Score -2070924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2070922.250000 Penalty: 4716.592773
	Iteration 54Q: 3 clusters Score -2070922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2070924.125000 Penalty: 4716.592773
	Iteration 55Q: 3 clusters Score -2070924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2070924.125000 Penalty: 4716.592773
	Iteration 56F: 3 clusters Score -2070924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -100585.109375 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -100585.1 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 367 members 
Entering Unmasked Estep 
Score: -98904.179688 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -98904.18 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99170.703125 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -99170.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99299.117188 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -99299.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99395.851562 Penalty: 3263.996826
	Iteration 3Q: 3 clusters Score -99395.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99458.539062 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -99458.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -99514.289062 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -99514.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99558.843750 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -99558.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99654.578125 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -99654.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99879.593750 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -99879.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100149.296875 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -100149.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100262.437500 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -100262.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100313.640625 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -100313.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100353.859375 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -100353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100371.226562 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -100371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100380.859375 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -100380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100382.304688 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -100382.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100382.304688 Penalty: 3263.996826
	Iteration 16F: 3 clusters Score -100382.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -141663.531250 Penalty: 1733.811890
	Iteration 0F: 2 clusters Score -141663.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139707.453125 Penalty: 3467.623779
	Iteration 0F: 3 clusters Score -139707.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -140172.859375 Penalty: 3467.623779
	Iteration 1F: 3 clusters Score -140172.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -140494.734375 Penalty: 3467.623779
	Iteration 2F: 3 clusters Score -140494.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -140920.578125 Penalty: 3467.623779
	Iteration 3F: 3 clusters Score -140920.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141308.328125 Penalty: 3467.623779
	Iteration 4F: 3 clusters Score -141308.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -141611.093750 Penalty: 3467.623779
	Iteration 5F: 3 clusters Score -141611.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -141842.328125 Penalty: 3467.623779
	Iteration 6Q: 3 clusters Score -141842.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141937.421875 Penalty: 3467.623779
	Iteration 7Q: 3 clusters Score -141937.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141982.312500 Penalty: 3467.623779
	Iteration 8Q: 3 clusters Score -141982.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142011.046875 Penalty: 3467.623779
	Iteration 9Q: 3 clusters Score -142011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142039.781250 Penalty: 3467.623779
	Iteration 10Q: 3 clusters Score -142039.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142096.406250 Penalty: 3467.623779
	Iteration 11Q: 3 clusters Score -142096.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -142140.593750 Penalty: 3467.623779
	Iteration 12Q: 3 clusters Score -142140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -142149.578125 Penalty: 3467.623779
	Iteration 13Q: 3 clusters Score -142149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142156.500000 Penalty: 3467.623779
	Iteration 14Q: 3 clusters Score -142156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -142158.421875 Penalty: 3467.623779
	Iteration 15Q: 3 clusters Score -142158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -142161.250000 Penalty: 3467.623779
	Iteration 16Q: 3 clusters Score -142161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142166.734375 Penalty: 3467.623779
	Iteration 17Q: 3 clusters Score -142166.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142170.375000 Penalty: 3467.623779
	Iteration 18Q: 3 clusters Score -142170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142171.421875 Penalty: 3467.623779
	Iteration 19Q: 3 clusters Score -142171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142173.375000 Penalty: 3467.623779
	Iteration 20F: 3 clusters Score -142173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142177.062500 Penalty: 3467.623779
	Iteration 21Q: 3 clusters Score -142177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -142185.015625 Penalty: 3467.623779
	Iteration 22Q: 3 clusters Score -142185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142186.375000 Penalty: 3467.623779
	Iteration 23Q: 3 clusters Score -142186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -142186.375000 Penalty: 3467.623779
	Iteration 24F: 3 clusters Score -142186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 132667 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133019 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 581 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 506 members 
Entering Unmasked Estep 
Score: -86701688.000000 Penalty: 101820.867188
Splitting cluster 19 changes total score from -86702992.000000 to -86701688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (29690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Entering Unmasked Estep 
Score: -4628289.500000 Penalty: 2554.044434
	Iteration 0F: 2 clusters Score -4628290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4608006.500000 Penalty: 5108.088867
	Iteration 0F: 3 clusters Score -4608006 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4615586.500000 Penalty: 5108.088867
	Iteration 1F: 3 clusters Score -4615586 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4616292.500000 Penalty: 5108.088867
	Iteration 2F: 3 clusters Score -4616292 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -4617168.000000 Penalty: 5108.088867
	Iteration 3F: 3 clusters Score -4617168 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4618209.500000 Penalty: 5108.088867
	Iteration 4F: 3 clusters Score -4618210 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4619443.000000 Penalty: 5108.088867
	Iteration 5F: 3 clusters Score -4619443 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4620932.000000 Penalty: 5108.088867
	Iteration 6F: 3 clusters Score -4620932 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4622535.000000 Penalty: 5108.088867
	Iteration 7F: 3 clusters Score -4622535 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4624165.500000 Penalty: 5108.088867
	Iteration 8F: 3 clusters Score -4624166 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -4625303.500000 Penalty: 5108.088867
	Iteration 9Q: 3 clusters Score -4625304 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4625798.000000 Penalty: 5108.088867
	Iteration 10Q: 3 clusters Score -4625798 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4625999.500000 Penalty: 5108.088867
	Iteration 11Q: 3 clusters Score -4626000 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4626084.500000 Penalty: 5108.088867
	Iteration 12Q: 3 clusters Score -4626084 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4626154.000000 Penalty: 5108.088867
	Iteration 13Q: 3 clusters Score -4626154 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4626195.500000 Penalty: 5108.088867
	Iteration 14Q: 3 clusters Score -4626196 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4626262.500000 Penalty: 5108.088867
	Iteration 15Q: 3 clusters Score -4626262 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4626291.500000 Penalty: 5108.088867
	Iteration 16Q: 3 clusters Score -4626292 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -4626322.500000 Penalty: 5108.088867
	Iteration 17Q: 3 clusters Score -4626322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -4626331.500000 Penalty: 5108.088867
	Iteration 18Q: 3 clusters Score -4626332 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4626369.000000 Penalty: 5108.088867
	Iteration 19Q: 3 clusters Score -4626369 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4626391.500000 Penalty: 5108.088867
	Iteration 20F: 3 clusters Score -4626392 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -4626444.000000 Penalty: 5108.088867
	Iteration 21Q: 3 clusters Score -4626444 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4626531.000000 Penalty: 5108.088867
	Iteration 22Q: 3 clusters Score -4626531 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -4626635.500000 Penalty: 5108.088867
	Iteration 23Q: 3 clusters Score -4626636 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -4626753.500000 Penalty: 5108.088867
	Iteration 24Q: 3 clusters Score -4626754 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4626867.500000 Penalty: 5108.088867
	Iteration 25Q: 3 clusters Score -4626868 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4627025.000000 Penalty: 5108.088867
	Iteration 26Q: 3 clusters Score -4627025 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4627199.000000 Penalty: 5108.088867
	Iteration 27Q: 3 clusters Score -4627199 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4627415.500000 Penalty: 5108.088867
	Iteration 28Q: 3 clusters Score -4627416 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -4627631.000000 Penalty: 5108.088867
	Iteration 29Q: 3 clusters Score -4627631 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4627840.000000 Penalty: 5108.088867
	Iteration 30Q: 3 clusters Score -4627840 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4628019.000000 Penalty: 5108.088867
	Iteration 31Q: 3 clusters Score -4628019 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4628192.000000 Penalty: 5108.088867
	Iteration 32Q: 3 clusters Score -4628192 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4628330.000000 Penalty: 5108.088867
	Iteration 33Q: 3 clusters Score -4628330 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4628420.500000 Penalty: 5108.088867
	Iteration 34Q: 3 clusters Score -4628420 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4628509.500000 Penalty: 5108.088867
	Iteration 35Q: 3 clusters Score -4628510 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4628591.000000 Penalty: 5108.088867
	Iteration 36Q: 3 clusters Score -4628591 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4628671.000000 Penalty: 5108.088867
	Iteration 37Q: 3 clusters Score -4628671 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4628738.500000 Penalty: 5108.088867
	Iteration 38Q: 3 clusters Score -4628738 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4628775.500000 Penalty: 5108.088867
	Iteration 39Q: 3 clusters Score -4628776 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4628848.000000 Penalty: 5108.088867
	Iteration 40F: 3 clusters Score -4628848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4628890.500000 Penalty: 5108.088867
	Iteration 41Q: 3 clusters Score -4628890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -4628922.000000 Penalty: 5108.088867
	Iteration 42Q: 3 clusters Score -4628922 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4628957.500000 Penalty: 5108.088867
	Iteration 43Q: 3 clusters Score -4628958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4628982.000000 Penalty: 5108.088867
	Iteration 44Q: 3 clusters Score -4628982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -4629021.000000 Penalty: 5108.088867
	Iteration 45Q: 3 clusters Score -4629021 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4629039.000000 Penalty: 5108.088867
	Iteration 46Q: 3 clusters Score -4629039 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4629063.500000 Penalty: 5108.088867
	Iteration 47Q: 3 clusters Score -4629064 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4629065.500000 Penalty: 5108.088867
	Iteration 48Q: 3 clusters Score -4629066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -4629070.500000 Penalty: 5108.088867
	Iteration 49Q: 3 clusters Score -4629070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -4629079.000000 Penalty: 5108.088867
	Iteration 50Q: 3 clusters Score -4629079 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -4629093.500000 Penalty: 5108.088867
	Iteration 51Q: 3 clusters Score -4629094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4629102.500000 Penalty: 5108.088867
	Iteration 52Q: 3 clusters Score -4629102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -4629116.500000 Penalty: 5108.088867
	Iteration 53Q: 3 clusters Score -4629116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -4629117.500000 Penalty: 5108.088867
	Iteration 54Q: 3 clusters Score -4629118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4629121.500000 Penalty: 5108.088867
	Iteration 55Q: 3 clusters Score -4629122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4629124.500000 Penalty: 5108.088867
	Iteration 56Q: 3 clusters Score -4629124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4629128.000000 Penalty: 5108.088867
	Iteration 57Q: 3 clusters Score -4629128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4629131.500000 Penalty: 5108.088867
	Iteration 58Q: 3 clusters Score -4629132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4629126.000000 Penalty: 5108.088867
	Iteration 59Q: 3 clusters Score -4629126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -4629129.000000 Penalty: 5108.088867
	Iteration 60F: 3 clusters Score -4629129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4629129.500000 Penalty: 5108.088867
	Iteration 61Q: 3 clusters Score -4629130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -4629133.000000 Penalty: 5108.088867
	Iteration 62Q: 3 clusters Score -4629133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4629125.500000 Penalty: 5108.088867
	Iteration 63Q: 3 clusters Score -4629126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4629128.000000 Penalty: 5108.088867
	Iteration 64Q: 3 clusters Score -4629128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -4629125.500000 Penalty: 5108.088867
	Iteration 65Q: 3 clusters Score -4629126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4629129.000000 Penalty: 5108.088867
	Iteration 66Q: 3 clusters Score -4629129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4629129.000000 Penalty: 5108.088867
	Iteration 67F: 3 clusters Score -4629129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 132667 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133019 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 18355 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 11335 members 
Entering Unmasked Estep 
Score: -86702816.000000 Penalty: 101820.867188
Splitting cluster 20 changes total score from -86702992.000000 to -86702816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (34134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Entering Unmasked Estep 
Score: -5291356.000000 Penalty: 2588.636230
	Iteration 0F: 2 clusters Score -5291356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5268058.000000 Penalty: 5177.272461
	Iteration 0F: 3 clusters Score -5268058 nChanged 15554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -5276515.500000 Penalty: 5177.272461
	Iteration 1F: 3 clusters Score -5276516 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5276982.000000 Penalty: 5177.272461
	Iteration 2Q: 3 clusters Score -5276982 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -5277351.000000 Penalty: 5177.272461
	Iteration 3Q: 3 clusters Score -5277351 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -5277735.000000 Penalty: 5177.272461
	Iteration 4Q: 3 clusters Score -5277735 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -5278080.000000 Penalty: 5177.272461
	Iteration 5Q: 3 clusters Score -5278080 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -5278443.000000 Penalty: 5177.272461
	Iteration 6Q: 3 clusters Score -5278443 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5278820.000000 Penalty: 5177.272461
	Iteration 7Q: 3 clusters Score -5278820 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -5279255.500000 Penalty: 5177.272461
	Iteration 8Q: 3 clusters Score -5279256 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5279664.000000 Penalty: 5177.272461
	Iteration 9Q: 3 clusters Score -5279664 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -5280114.500000 Penalty: 5177.272461
	Iteration 10Q: 3 clusters Score -5280114 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5280623.500000 Penalty: 5177.272461
	Iteration 11Q: 3 clusters Score -5280624 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -5281212.500000 Penalty: 5177.272461
	Iteration 12Q: 3 clusters Score -5281212 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -5281959.500000 Penalty: 5177.272461
	Iteration 13Q: 3 clusters Score -5281960 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -5282763.000000 Penalty: 5177.272461
	Iteration 14Q: 3 clusters Score -5282763 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5283728.500000 Penalty: 5177.272461
	Iteration 15Q: 3 clusters Score -5283728 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5284804.000000 Penalty: 5177.272461
	Iteration 16Q: 3 clusters Score -5284804 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -5285896.000000 Penalty: 5177.272461
	Iteration 17Q: 3 clusters Score -5285896 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5286891.500000 Penalty: 5177.272461
	Iteration 18Q: 3 clusters Score -5286892 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -5287668.500000 Penalty: 5177.272461
	Iteration 19Q: 3 clusters Score -5287668 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5288193.500000 Penalty: 5177.272461
	Iteration 20F: 3 clusters Score -5288194 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5288555.000000 Penalty: 5177.272461
	Iteration 21Q: 3 clusters Score -5288555 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5288752.000000 Penalty: 5177.272461
	Iteration 22Q: 3 clusters Score -5288752 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5288857.500000 Penalty: 5177.272461
	Iteration 23Q: 3 clusters Score -5288858 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5288948.500000 Penalty: 5177.272461
	Iteration 24Q: 3 clusters Score -5288948 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5289009.500000 Penalty: 5177.272461
	Iteration 25Q: 3 clusters Score -5289010 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5289057.000000 Penalty: 5177.272461
	Iteration 26Q: 3 clusters Score -5289057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5289083.000000 Penalty: 5177.272461
	Iteration 27Q: 3 clusters Score -5289083 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5289114.000000 Penalty: 5177.272461
	Iteration 28Q: 3 clusters Score -5289114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5289131.500000 Penalty: 5177.272461
	Iteration 29Q: 3 clusters Score -5289132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5289145.000000 Penalty: 5177.272461
	Iteration 30Q: 3 clusters Score -5289145 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5289175.500000 Penalty: 5177.272461
	Iteration 31Q: 3 clusters Score -5289176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5289197.000000 Penalty: 5177.272461
	Iteration 32Q: 3 clusters Score -5289197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5289202.000000 Penalty: 5177.272461
	Iteration 33Q: 3 clusters Score -5289202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5289213.000000 Penalty: 5177.272461
	Iteration 34Q: 3 clusters Score -5289213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5289225.000000 Penalty: 5177.272461
	Iteration 35Q: 3 clusters Score -5289225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5289246.000000 Penalty: 5177.272461
	Iteration 36Q: 3 clusters Score -5289246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5289251.000000 Penalty: 5177.272461
	Iteration 37Q: 3 clusters Score -5289251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5289253.500000 Penalty: 5177.272461
	Iteration 38Q: 3 clusters Score -5289254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5289263.500000 Penalty: 5177.272461
	Iteration 39Q: 3 clusters Score -5289264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5289272.500000 Penalty: 5177.272461
	Iteration 40F: 3 clusters Score -5289272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5289272.500000 Penalty: 5177.272461
	Iteration 41Q: 3 clusters Score -5289272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5289268.500000 Penalty: 5177.272461
	Iteration 42Q: 3 clusters Score -5289268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5289272.500000 Penalty: 5177.272461
	Iteration 43Q: 3 clusters Score -5289272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5289275.500000 Penalty: 5177.272461
	Iteration 44Q: 3 clusters Score -5289276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5289275.000000 Penalty: 5177.272461
	Iteration 45Q: 3 clusters Score -5289275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5289277.500000 Penalty: 5177.272461
	Iteration 46Q: 3 clusters Score -5289278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5289274.000000 Penalty: 5177.272461
	Iteration 47Q: 3 clusters Score -5289274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5289278.000000 Penalty: 5177.272461
	Iteration 48Q: 3 clusters Score -5289278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5289277.000000 Penalty: 5177.272461
	Iteration 49Q: 3 clusters Score -5289277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5289277.000000 Penalty: 5177.272461
	Iteration 50Q: 3 clusters Score -5289277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5289277.000000 Penalty: 5177.272461
	Iteration 51F: 3 clusters Score -5289277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Entering Unmasked Estep 
Score: -964698.687500 Penalty: 2176.565918
	Iteration 0F: 2 clusters Score -964698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -959222.875000 Penalty: 4353.131836
	Iteration 0F: 3 clusters Score -959222.9 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -960609.187500 Penalty: 4353.131836
	Iteration 1F: 3 clusters Score -960609.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -960871.062500 Penalty: 4353.131836
	Iteration 2F: 3 clusters Score -960871.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -961094.562500 Penalty: 4353.131836
	Iteration 3F: 3 clusters Score -961094.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -961274.687500 Penalty: 4353.131836
	Iteration 4Q: 3 clusters Score -961274.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -961443.500000 Penalty: 4353.131836
	Iteration 5Q: 3 clusters Score -961443.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -961618.187500 Penalty: 4353.131836
	Iteration 6Q: 3 clusters Score -961618.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -961827.125000 Penalty: 4353.131836
	Iteration 7Q: 3 clusters Score -961827.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -962037.625000 Penalty: 4353.131836
	Iteration 8Q: 3 clusters Score -962037.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -962239.312500 Penalty: 4353.131836
	Iteration 9Q: 3 clusters Score -962239.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -962420.750000 Penalty: 4353.131836
	Iteration 10Q: 3 clusters Score -962420.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -962578.875000 Penalty: 4353.131836
	Iteration 11Q: 3 clusters Score -962578.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -962722.125000 Penalty: 4353.131836
	Iteration 12Q: 3 clusters Score -962722.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -962834.500000 Penalty: 4353.131836
	Iteration 13Q: 3 clusters Score -962834.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -962924.625000 Penalty: 4353.131836
	Iteration 14Q: 3 clusters Score -962924.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -963000.312500 Penalty: 4353.131836
	Iteration 15Q: 3 clusters Score -963000.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -963063.250000 Penalty: 4353.131836
	Iteration 16Q: 3 clusters Score -963063.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -963120.187500 Penalty: 4353.131836
	Iteration 17Q: 3 clusters Score -963120.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -963180.125000 Penalty: 4353.131836
	Iteration 18Q: 3 clusters Score -963180.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -963229.125000 Penalty: 4353.131836
	Iteration 19Q: 3 clusters Score -963229.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -963267.750000 Penalty: 4353.131836
	Iteration 20F: 3 clusters Score -963267.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -963303.312500 Penalty: 4353.131836
	Iteration 21Q: 3 clusters Score -963303.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -963326.125000 Penalty: 4353.131836
	Iteration 22Q: 3 clusters Score -963326.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -963345.562500 Penalty: 4353.131836
	Iteration 23Q: 3 clusters Score -963345.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -963355.812500 Penalty: 4353.131836
	Iteration 24Q: 3 clusters Score -963355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -963360.625000 Penalty: 4353.131836
	Iteration 25Q: 3 clusters Score -963360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -963366.812500 Penalty: 4353.131836
	Iteration 26Q: 3 clusters Score -963366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -963374.687500 Penalty: 4353.131836
	Iteration 27Q: 3 clusters Score -963374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -963378.812500 Penalty: 4353.131836
	Iteration 28Q: 3 clusters Score -963378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -963380.937500 Penalty: 4353.131836
	Iteration 29Q: 3 clusters Score -963380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -963384.875000 Penalty: 4353.131836
	Iteration 30Q: 3 clusters Score -963384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -963384.687500 Penalty: 4353.131836
	Iteration 31Q: 3 clusters Score -963384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -963386.062500 Penalty: 4353.131836
	Iteration 32Q: 3 clusters Score -963386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -963388.437500 Penalty: 4353.131836
	Iteration 33Q: 3 clusters Score -963388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -963389.062500 Penalty: 4353.131836
	Iteration 34Q: 3 clusters Score -963389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -963390.062500 Penalty: 4353.131836
	Iteration 35Q: 3 clusters Score -963390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -963389.937500 Penalty: 4353.131836
	Iteration 36Q: 3 clusters Score -963389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -963390.062500 Penalty: 4353.131836
	Iteration 37Q: 3 clusters Score -963390.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -963393.062500 Penalty: 4353.131836
	Iteration 38Q: 3 clusters Score -963393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -963394.187500 Penalty: 4353.131836
	Iteration 39Q: 3 clusters Score -963394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -963394.812500 Penalty: 4353.131836
	Iteration 40F: 3 clusters Score -963394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -963397.750000 Penalty: 4353.131836
	Iteration 41Q: 3 clusters Score -963397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -963398.625000 Penalty: 4353.131836
	Iteration 42Q: 3 clusters Score -963398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -963398.875000 Penalty: 4353.131836
	Iteration 43Q: 3 clusters Score -963398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -963398.875000 Penalty: 4353.131836
	Iteration 44F: 3 clusters Score -963398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (98344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98344 members 
Entering Unmasked Estep 
Score: -15506529.000000 Penalty: 2851.064453
	Iteration 0F: 2 clusters Score -1.550653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -15442195.000000 Penalty: 5702.128906
	Iteration 0F: 3 clusters Score -1.54422e+07 nChanged 46467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -15469759.000000 Penalty: 5702.128906
	Iteration 1F: 3 clusters Score -1.546976e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -15470957.000000 Penalty: 5702.128906
	Iteration 2Q: 3 clusters Score -1.547096e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -15472626.000000 Penalty: 5702.128906
	Iteration 3Q: 3 clusters Score -1.547263e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -15474716.000000 Penalty: 5702.128906
	Iteration 4Q: 3 clusters Score -1.547472e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -15478007.000000 Penalty: 5702.128906
	Iteration 5F: 3 clusters Score -1.547801e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -15481887.000000 Penalty: 5702.128906
	Iteration 6F: 3 clusters Score -1.548189e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72799 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -15486902.000000 Penalty: 5702.128906
	Iteration 7F: 3 clusters Score -1.54869e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -15491731.000000 Penalty: 5702.128906
	Iteration 8F: 3 clusters Score -1.549173e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -15495579.000000 Penalty: 5702.128906
	Iteration 9Q: 3 clusters Score -1.549558e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85033 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -15498125.000000 Penalty: 5702.128906
	Iteration 10Q: 3 clusters Score -1.549812e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -15499566.000000 Penalty: 5702.128906
	Iteration 11Q: 3 clusters Score -1.549957e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -15500596.000000 Penalty: 5702.128906
	Iteration 12Q: 3 clusters Score -1.55006e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -15501504.000000 Penalty: 5702.128906
	Iteration 13Q: 3 clusters Score -1.55015e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -15502095.000000 Penalty: 5702.128906
	Iteration 14Q: 3 clusters Score -1.55021e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -15502690.000000 Penalty: 5702.128906
	Iteration 15Q: 3 clusters Score -1.550269e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -15503146.000000 Penalty: 5702.128906
	Iteration 16Q: 3 clusters Score -1.550315e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95810 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -15503460.000000 Penalty: 5702.128906
	Iteration 17Q: 3 clusters Score -1.550346e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96434 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -15503638.000000 Penalty: 5702.128906
	Iteration 18Q: 3 clusters Score -1.550364e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96887 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15503762.000000 Penalty: 5702.128906
	Iteration 19Q: 3 clusters Score -1.550376e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97212 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -15503894.000000 Penalty: 5702.128906
	Iteration 20F: 3 clusters Score -1.550389e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97422 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -15503990.000000 Penalty: 5702.128906
	Iteration 21Q: 3 clusters Score -1.550399e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97556 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -15504015.000000 Penalty: 5702.128906
	Iteration 22Q: 3 clusters Score -1.550402e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15504069.000000 Penalty: 5702.128906
	Iteration 23Q: 3 clusters Score -1.550407e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -15504105.000000 Penalty: 5702.128906
	Iteration 24Q: 3 clusters Score -1.55041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -15504133.000000 Penalty: 5702.128906
	Iteration 25Q: 3 clusters Score -1.550413e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -15504158.000000 Penalty: 5702.128906
	Iteration 26Q: 3 clusters Score -1.550416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15504187.000000 Penalty: 5702.128906
	Iteration 27Q: 3 clusters Score -1.550419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15504210.000000 Penalty: 5702.128906
	Iteration 28Q: 3 clusters Score -1.550421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -15504214.000000 Penalty: 5702.128906
	Iteration 29Q: 3 clusters Score -1.550421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15504227.000000 Penalty: 5702.128906
	Iteration 30Q: 3 clusters Score -1.550423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15504241.000000 Penalty: 5702.128906
	Iteration 31Q: 3 clusters Score -1.550424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -15504237.000000 Penalty: 5702.128906
	Iteration 32Q: 3 clusters Score -1.550424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -15504241.000000 Penalty: 5702.128906
	Iteration 33Q: 3 clusters Score -1.550424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -15504250.000000 Penalty: 5702.128906
	Iteration 34Q: 3 clusters Score -1.550425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -15504233.000000 Penalty: 5702.128906
	Iteration 35Q: 3 clusters Score -1.550423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15504230.000000 Penalty: 5702.128906
	Iteration 36Q: 3 clusters Score -1.550423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15504237.000000 Penalty: 5702.128906
	Iteration 37Q: 3 clusters Score -1.550424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -15504237.000000 Penalty: 5702.128906
	Iteration 38F: 3 clusters Score -1.550424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Entering Unmasked Estep 
Score: -6685026.000000 Penalty: 2646.442383
	Iteration 0F: 2 clusters Score -6685026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -6655768.500000 Penalty: 5292.884766
	Iteration 0F: 3 clusters Score -6655768 nChanged 19905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -6666747.000000 Penalty: 5292.884766
	Iteration 1F: 3 clusters Score -6666747 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -6667229.000000 Penalty: 5292.884766
	Iteration 2Q: 3 clusters Score -6667229 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -6667725.000000 Penalty: 5292.884766
	Iteration 3Q: 3 clusters Score -6667725 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -6668405.500000 Penalty: 5292.884766
	Iteration 4Q: 3 clusters Score -6668406 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -6669505.500000 Penalty: 5292.884766
	Iteration 5F: 3 clusters Score -6669506 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -6671262.000000 Penalty: 5292.884766
	Iteration 6F: 3 clusters Score -6671262 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -6673924.000000 Penalty: 5292.884766
	Iteration 7F: 3 clusters Score -6673924 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -6677238.000000 Penalty: 5292.884766
	Iteration 8F: 3 clusters Score -6677238 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6680054.000000 Penalty: 5292.884766
	Iteration 9F: 3 clusters Score -6680054 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -6681645.000000 Penalty: 5292.884766
	Iteration 10Q: 3 clusters Score -6681645 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6682310.500000 Penalty: 5292.884766
	Iteration 11Q: 3 clusters Score -6682310 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6682529.000000 Penalty: 5292.884766
	Iteration 12Q: 3 clusters Score -6682529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6682621.500000 Penalty: 5292.884766
	Iteration 13Q: 3 clusters Score -6682622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6682646.500000 Penalty: 5292.884766
	Iteration 14Q: 3 clusters Score -6682646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6682673.500000 Penalty: 5292.884766
	Iteration 15Q: 3 clusters Score -6682674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6682687.000000 Penalty: 5292.884766
	Iteration 16Q: 3 clusters Score -6682687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6682698.000000 Penalty: 5292.884766
	Iteration 17Q: 3 clusters Score -6682698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6682718.000000 Penalty: 5292.884766
	Iteration 18Q: 3 clusters Score -6682718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6682713.500000 Penalty: 5292.884766
	Iteration 19Q: 3 clusters Score -6682714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6682715.500000 Penalty: 5292.884766
	Iteration 20F: 3 clusters Score -6682716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -140608.125000 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -140608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -138927.218750 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -138927.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -140645.031250 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -140645 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -141793.953125 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -141794 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -142343.750000 Penalty: 3469.445801
	Iteration 3F: 3 clusters Score -142343.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -142776.375000 Penalty: 3469.445801
	Iteration 4F: 3 clusters Score -142776.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -143685.546875 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -143685.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -143757.703125 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -143757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -143807.203125 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -143807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -143811.171875 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -143811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -143811.171875 Penalty: 3469.445801
	Iteration 9F: 3 clusters Score -143811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 132667 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133019 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 902 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 733 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 189 members 
Entering Unmasked Estep 
Score: -86704288.000000 Penalty: 101820.867188
Splitting cluster 25 changes total score from -86702992.000000 to -86704288.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -140759.718750 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -140759.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -138813.406250 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -138813.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -139167.406250 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -139167.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -139274.125000 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -139274.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -139350.562500 Penalty: 3438.977783
	Iteration 3Q: 3 clusters Score -139350.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -139420.234375 Penalty: 3438.977783
	Iteration 4Q: 3 clusters Score -139420.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -139467.718750 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -139467.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -139513.890625 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -139513.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -139551.250000 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -139551.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -139600.500000 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -139600.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -139665.687500 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -139665.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -139712.203125 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -139712.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -139768.406250 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -139768.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -139831.750000 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -139831.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -139915.359375 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -139915.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -139972.859375 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -139972.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -140013.140625 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -140013.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -140057.390625 Penalty: 3438.977783
	Iteration 16Q: 3 clusters Score -140057.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -140095.250000 Penalty: 3438.977783
	Iteration 17Q: 3 clusters Score -140095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -140111.937500 Penalty: 3438.977783
	Iteration 18Q: 3 clusters Score -140111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -140121.203125 Penalty: 3438.977783
	Iteration 19Q: 3 clusters Score -140121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -140128.250000 Penalty: 3438.977783
	Iteration 20F: 3 clusters Score -140128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -140134.562500 Penalty: 3438.977783
	Iteration 21Q: 3 clusters Score -140134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -140137.218750 Penalty: 3438.977783
	Iteration 22Q: 3 clusters Score -140137.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -140137.515625 Penalty: 3438.977783
	Iteration 23Q: 3 clusters Score -140137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -140137.515625 Penalty: 3438.977783
	Iteration 24F: 3 clusters Score -140137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -82577.281250 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -82577.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80929.843750 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -80929.84 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81196.820312 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -81196.82 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81333.906250 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -81333.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81387.531250 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -81387.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81436.359375 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -81436.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81472.921875 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -81472.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81525.421875 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -81525.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81560.421875 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -81560.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81596.187500 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -81596.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81634.718750 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -81634.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81668.398438 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -81668.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -81699.492188 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -81699.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -81705.953125 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -81705.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81710.109375 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -81710.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81711.179688 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -81711.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81712.734375 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -81712.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81713.375000 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -81713.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81713.375000 Penalty: 3191.535156
	Iteration 17F: 3 clusters Score -81713.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -101129.734375 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -101129.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -99412.945312 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -99412.95 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -99876.906250 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -99876.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -101005.679688 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -101005.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -101454.210938 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -101454.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -101687.218750 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -101687.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -101760.546875 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -101760.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -101797.820312 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -101797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -101822.414062 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -101822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -101837.968750 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -101838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -101847.601562 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -101847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -101858.500000 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -101858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -101880.937500 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -101880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -101889.835938 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -101889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -101896.539062 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -101896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -101902.148438 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -101902.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -101908.210938 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -101908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -101908.210938 Penalty: 3272.184082
	Iteration 16F: 3 clusters Score -101908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 132667 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133019 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 902 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 626 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 13115 members 
Mstep: Class 31 contains 189 members 
Mstep: Class 32 contains 107 members 
Entering Unmasked Estep 
Score: -86703400.000000 Penalty: 105105.406250
Splitting cluster 28 changes total score from -86702992.000000 to -86703400.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 29 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -212540.234375 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -212540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -210266.343750 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -210266.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -210706.203125 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -210706.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -210901.812500 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -210901.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -211083.234375 Penalty: 3616.999268
	Iteration 3F: 3 clusters Score -211083.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -211272.359375 Penalty: 3616.999268
	Iteration 4F: 3 clusters Score -211272.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211396.859375 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -211396.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -211453.578125 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -211453.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -211484.734375 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -211484.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -211509.984375 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -211510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -211525.890625 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -211525.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -211543.203125 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -211543.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -211555.296875 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -211555.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -211558.640625 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -211558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -211563.375000 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -211563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -211570.078125 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -211570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -211575.375000 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -211575.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -211579.906250 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -211579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -211583.781250 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -211583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -211586.593750 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -211586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -211587.765625 Penalty: 3616.999268
	Iteration 19Q: 3 clusters Score -211587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -211588.500000 Penalty: 3616.999268
	Iteration 20F: 3 clusters Score -211588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -211590.203125 Penalty: 3616.999268
	Iteration 21Q: 3 clusters Score -211590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -211590.203125 Penalty: 3616.999268
	Iteration 22F: 3 clusters Score -211590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Entering Unmasked Estep 
Score: -2030403.125000 Penalty: 2351.415039
	Iteration 0F: 2 clusters Score -2030403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2020729.750000 Penalty: 4702.830078
	Iteration 0F: 3 clusters Score -2020730 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2024146.000000 Penalty: 4702.830078
	Iteration 1F: 3 clusters Score -2024146 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2024985.375000 Penalty: 4702.830078
	Iteration 2F: 3 clusters Score -2024985 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2025852.000000 Penalty: 4702.830078
	Iteration 3F: 3 clusters Score -2025852 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2026694.000000 Penalty: 4702.830078
	Iteration 4F: 3 clusters Score -2026694 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2027525.875000 Penalty: 4702.830078
	Iteration 5F: 3 clusters Score -2027526 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2028306.000000 Penalty: 4702.830078
	Iteration 6F: 3 clusters Score -2028306 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2029016.000000 Penalty: 4702.830078
	Iteration 7F: 3 clusters Score -2029016 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2029601.375000 Penalty: 4702.830078
	Iteration 8Q: 3 clusters Score -2029601 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2030063.875000 Penalty: 4702.830078
	Iteration 9Q: 3 clusters Score -2030064 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2030442.375000 Penalty: 4702.830078
	Iteration 10Q: 3 clusters Score -2030442 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2030680.125000 Penalty: 4702.830078
	Iteration 11Q: 3 clusters Score -2030680 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2030781.125000 Penalty: 4702.830078
	Iteration 12Q: 3 clusters Score -2030781 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2030840.500000 Penalty: 4702.830078
	Iteration 13Q: 3 clusters Score -2030840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2030882.000000 Penalty: 4702.830078
	Iteration 14Q: 3 clusters Score -2030882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2030911.750000 Penalty: 4702.830078
	Iteration 15Q: 3 clusters Score -2030912 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2030924.625000 Penalty: 4702.830078
	Iteration 16Q: 3 clusters Score -2030925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2030935.500000 Penalty: 4702.830078
	Iteration 17Q: 3 clusters Score -2030936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2030941.500000 Penalty: 4702.830078
	Iteration 18Q: 3 clusters Score -2030942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2030946.750000 Penalty: 4702.830078
	Iteration 19Q: 3 clusters Score -2030947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2030951.000000 Penalty: 4702.830078
	Iteration 20F: 3 clusters Score -2030951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2030955.250000 Penalty: 4702.830078
	Iteration 21Q: 3 clusters Score -2030955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2030956.625000 Penalty: 4702.830078
	Iteration 22Q: 3 clusters Score -2030957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2030957.750000 Penalty: 4702.830078
	Iteration 23Q: 3 clusters Score -2030958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2030956.750000 Penalty: 4702.830078
	Iteration 24Q: 3 clusters Score -2030957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2030960.000000 Penalty: 4702.830078
	Iteration 25Q: 3 clusters Score -2030960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2030960.000000 Penalty: 4702.830078
	Iteration 26Q: 3 clusters Score -2030960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2030960.750000 Penalty: 4702.830078
	Iteration 27Q: 3 clusters Score -2030961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2030959.000000 Penalty: 4702.830078
	Iteration 28Q: 3 clusters Score -2030959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2030961.875000 Penalty: 4702.830078
	Iteration 29Q: 3 clusters Score -2030962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2030964.750000 Penalty: 4702.830078
	Iteration 30Q: 3 clusters Score -2030965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2030964.750000 Penalty: 4702.830078
	Iteration 31Q: 3 clusters Score -2030965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2030966.250000 Penalty: 4702.830078
	Iteration 32Q: 3 clusters Score -2030966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2030968.000000 Penalty: 4702.830078
	Iteration 33Q: 3 clusters Score -2030968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2030969.125000 Penalty: 4702.830078
	Iteration 34Q: 3 clusters Score -2030969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2030967.000000 Penalty: 4702.830078
	Iteration 35Q: 3 clusters Score -2030967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2030968.000000 Penalty: 4702.830078
	Iteration 36Q: 3 clusters Score -2030968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2030970.500000 Penalty: 4702.830078
	Iteration 37Q: 3 clusters Score -2030970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2030972.625000 Penalty: 4702.830078
	Iteration 38Q: 3 clusters Score -2030973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2030969.500000 Penalty: 4702.830078
	Iteration 39Q: 3 clusters Score -2030970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2030969.750000 Penalty: 4702.830078
	Iteration 40F: 3 clusters Score -2030970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 132667 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133019 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 902 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 626 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8825 members 
Mstep: Class 31 contains 189 members 
Mstep: Class 32 contains 107 members 
Mstep: Class 33 contains 4290 members 
Entering Unmasked Estep 
Score: -86703152.000000 Penalty: 108389.953125
Splitting cluster 30 changes total score from -86702992.000000 to -86703152.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9802 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7851 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 981 members 
Mstep: Class 11 contains 132667 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2752 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133019 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 721 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29690 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 98344 members 
Mstep: Class 24 contains 43094 members 
Mstep: Class 25 contains 902 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 626 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 1869.718140 but Gain 3284.546875
Score: -86705168.000000 Penalty: 105105.406250
Iteration 79Q: 33 clusters Score -8.670517e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 346 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 1018 members 
Mstep: Class 11 contains 131837 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 133681 members 
Mstep: Class 17 contains 13474 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29897 members 
Mstep: Class 21 contains 34135 members 
Mstep: Class 22 contains 6482 members 
Mstep: Class 23 contains 98448 members 
Mstep: Class 24 contains 43070 members 
Mstep: Class 25 contains 934 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8887 members 
Mstep: Class 31 contains 188 members 
Mstep: Class 33 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86706832.000000 Penalty: 105105.406250
Iteration 80F: 33 clusters Score -8.670683e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3595 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 7889 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 1003 members 
Mstep: Class 11 contains 130941 members 
Mstep: Class 12 contains 4290 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 2749 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 134481 members 
Mstep: Class 17 contains 13433 members 
Mstep: Class 18 contains 720 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 29906 members 
Mstep: Class 21 contains 34127 members 
Mstep: Class 22 contains 6474 members 
Mstep: Class 23 contains 98560 members 
Mstep: Class 24 contains 43018 members 
Mstep: Class 25 contains 945 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8867 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 33 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707600.000000 Penalty: 105105.406250
Iteration 81Q: 33 clusters Score -8.67076e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 7912 members 
Mstep: Class 9 contains 3551 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 129969 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 135232 members 
Mstep: Class 17 contains 13397 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 29928 members 
Mstep: Class 21 contains 34128 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 98801 members 
Mstep: Class 24 contains 42948 members 
Mstep: Class 25 contains 950 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 626 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 195 members 
Mstep: Class 33 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86707960.000000 Penalty: 105105.406250
Iteration 82Q: 33 clusters Score -8.670796e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9776 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 7939 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 128961 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 136014 members 
Mstep: Class 17 contains 13366 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 29944 members 
Mstep: Class 21 contains 34139 members 
Mstep: Class 22 contains 6472 members 
Mstep: Class 23 contains 99056 members 
Mstep: Class 24 contains 42874 members 
Mstep: Class 25 contains 951 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 195 members 
Mstep: Class 33 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708128.000000 Penalty: 105105.406250
Iteration 83Q: 33 clusters Score -8.670813e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9771 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 8629 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 3553 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 127832 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 136901 members 
Mstep: Class 17 contains 13360 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 29952 members 
Mstep: Class 21 contains 34151 members 
Mstep: Class 22 contains 6475 members 
Mstep: Class 23 contains 99319 members 
Mstep: Class 24 contains 42807 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708208.000000 Penalty: 105105.406250
Iteration 84Q: 33 clusters Score -8.670821e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 7981 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 126624 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2740 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 137875 members 
Mstep: Class 17 contains 13347 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 29973 members 
Mstep: Class 21 contains 34153 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 99584 members 
Mstep: Class 24 contains 42730 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8866 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708488.000000 Penalty: 105105.406250
Iteration 85Q: 33 clusters Score -8.670849e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9768 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8008 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 125398 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 138867 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 29997 members 
Mstep: Class 21 contains 34164 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 99823 members 
Mstep: Class 24 contains 42651 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8866 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708448.000000 Penalty: 105105.406250
Iteration 86Q: 33 clusters Score -8.670845e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9772 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 124179 members 
Mstep: Class 12 contains 4288 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 139908 members 
Mstep: Class 17 contains 13335 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30013 members 
Mstep: Class 21 contains 34193 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 99995 members 
Mstep: Class 24 contains 42559 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8862 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708512.000000 Penalty: 105105.406250
Iteration 87Q: 33 clusters Score -8.670851e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9765 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3638 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8091 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 122964 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 140882 members 
Mstep: Class 17 contains 13324 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30026 members 
Mstep: Class 21 contains 34211 members 
Mstep: Class 22 contains 6482 members 
Mstep: Class 23 contains 100251 members 
Mstep: Class 24 contains 42468 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1031 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8851 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708632.000000 Penalty: 105105.406250
Iteration 88Q: 33 clusters Score -8.670863e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 9760 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3650 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 8628 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8149 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 121735 members 
Mstep: Class 12 contains 4290 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 141865 members 
Mstep: Class 17 contains 13312 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30047 members 
Mstep: Class 21 contains 34243 members 
Mstep: Class 22 contains 6484 members 
Mstep: Class 23 contains 100500 members 
Mstep: Class 24 contains 42359 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8846 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86708896.000000 Penalty: 105105.406250
Iteration 89Q: 33 clusters Score -8.67089e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9762 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8630 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8219 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 120540 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 142779 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30051 members 
Mstep: Class 21 contains 34273 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 100759 members 
Mstep: Class 24 contains 42258 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8845 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709096.000000 Penalty: 105105.406250
Iteration 90Q: 33 clusters Score -8.67091e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 9765 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8633 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 119477 members 
Mstep: Class 12 contains 4287 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 143622 members 
Mstep: Class 17 contains 13298 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30065 members 
Mstep: Class 21 contains 34283 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 101013 members 
Mstep: Class 24 contains 42139 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8839 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709320.000000 Penalty: 105105.406250
Iteration 91Q: 33 clusters Score -8.670932e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8330 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 118596 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 144331 members 
Mstep: Class 17 contains 13291 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30068 members 
Mstep: Class 21 contains 34305 members 
Mstep: Class 22 contains 6464 members 
Mstep: Class 23 contains 101200 members 
Mstep: Class 24 contains 42035 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8843 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709456.000000 Penalty: 105105.406250
Iteration 92Q: 33 clusters Score -8.670946e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9780 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8635 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8386 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 117944 members 
Mstep: Class 12 contains 4287 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 144850 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30088 members 
Mstep: Class 21 contains 34322 members 
Mstep: Class 22 contains 6458 members 
Mstep: Class 23 contains 101316 members 
Mstep: Class 24 contains 41938 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8850 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709560.000000 Penalty: 105105.406250
Iteration 93Q: 33 clusters Score -8.670956e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 8635 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8439 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 117457 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2711 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 145248 members 
Mstep: Class 17 contains 13265 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30089 members 
Mstep: Class 21 contains 34342 members 
Mstep: Class 22 contains 6454 members 
Mstep: Class 23 contains 101385 members 
Mstep: Class 24 contains 41855 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8855 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709560.000000 Penalty: 105105.406250
Iteration 94Q: 33 clusters Score -8.670956e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3733 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8469 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 117250 members 
Mstep: Class 12 contains 4285 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 145384 members 
Mstep: Class 17 contains 13265 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30103 members 
Mstep: Class 21 contains 34354 members 
Mstep: Class 22 contains 6455 members 
Mstep: Class 23 contains 101425 members 
Mstep: Class 24 contains 41785 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8855 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709560.000000 Penalty: 105105.406250
Iteration 95Q: 33 clusters Score -8.670956e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9812 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8495 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 117251 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2708 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 145400 members 
Mstep: Class 17 contains 13258 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30123 members 
Mstep: Class 21 contains 34355 members 
Mstep: Class 22 contains 6455 members 
Mstep: Class 23 contains 101417 members 
Mstep: Class 24 contains 41715 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8848 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709504.000000 Penalty: 105105.406250
Iteration 96Q: 33 clusters Score -8.67095e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3749 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 8638 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8513 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 117310 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 145386 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30130 members 
Mstep: Class 21 contains 34346 members 
Mstep: Class 22 contains 6456 members 
Mstep: Class 23 contains 101387 members 
Mstep: Class 24 contains 41648 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8838 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709504.000000 Penalty: 105105.406250
Iteration 97Q: 33 clusters Score -8.67095e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3757 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 8640 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 117489 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 145203 members 
Mstep: Class 17 contains 13250 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30137 members 
Mstep: Class 21 contains 34353 members 
Mstep: Class 22 contains 6462 members 
Mstep: Class 23 contains 101342 members 
Mstep: Class 24 contains 41620 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8834 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709752.000000 Penalty: 105105.406250
Iteration 98Q: 33 clusters Score -8.670975e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 9840 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8554 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 117879 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2702 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 144890 members 
Mstep: Class 17 contains 13248 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30142 members 
Mstep: Class 21 contains 34355 members 
Mstep: Class 22 contains 6466 members 
Mstep: Class 23 contains 101234 members 
Mstep: Class 24 contains 41587 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8834 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709808.000000 Penalty: 105105.406250
Iteration 99Q: 33 clusters Score -8.670981e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 334 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9855 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8641 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8554 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 118231 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2698 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 144549 members 
Mstep: Class 17 contains 13242 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30149 members 
Mstep: Class 21 contains 34357 members 
Mstep: Class 22 contains 6466 members 
Mstep: Class 23 contains 101220 members 
Mstep: Class 24 contains 41549 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8834 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710128.000000 Penalty: 105105.406250
Iteration 100F: 33 clusters Score -8.671013e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 9868 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3773 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 8547 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 118631 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 238 members 
Mstep: Class 14 contains 2696 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 144225 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 30145 members 
Mstep: Class 21 contains 34351 members 
Mstep: Class 22 contains 6468 members 
Mstep: Class 23 contains 101159 members 
Mstep: Class 24 contains 41508 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8839 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710296.000000 Penalty: 105105.406250
Iteration 101Q: 33 clusters Score -8.67103e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9876 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3775 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 277 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 119051 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 143955 members 
Mstep: Class 17 contains 13247 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 30140 members 
Mstep: Class 21 contains 34349 members 
Mstep: Class 22 contains 6468 members 
Mstep: Class 23 contains 101048 members 
Mstep: Class 24 contains 41460 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8846 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710352.000000 Penalty: 105105.406250
Iteration 102Q: 33 clusters Score -8.671035e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9882 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 3772 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8643 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 8521 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 119490 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 2694 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 143667 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30128 members 
Mstep: Class 21 contains 34340 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 100924 members 
Mstep: Class 24 contains 41439 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8851 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710304.000000 Penalty: 105105.406250
Iteration 103Q: 33 clusters Score -8.67103e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 9886 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8645 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 8515 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 119945 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 143378 members 
Mstep: Class 17 contains 13247 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 30124 members 
Mstep: Class 21 contains 34330 members 
Mstep: Class 22 contains 6472 members 
Mstep: Class 23 contains 100738 members 
Mstep: Class 24 contains 41443 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1027 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8855 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710440.000000 Penalty: 105105.406250
Iteration 104Q: 33 clusters Score -8.671044e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9884 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 273 members 
Mstep: Class 8 contains 8507 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 120472 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2704 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 143034 members 
Mstep: Class 17 contains 13248 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 30118 members 
Mstep: Class 21 contains 34322 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 100536 members 
Mstep: Class 24 contains 41455 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8863 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710592.000000 Penalty: 105105.406250
Iteration 105Q: 33 clusters Score -8.671059e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 9883 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 271 members 
Mstep: Class 8 contains 8486 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 121087 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2706 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 142637 members 
Mstep: Class 17 contains 13250 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30112 members 
Mstep: Class 21 contains 34316 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 100299 members 
Mstep: Class 24 contains 41481 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8871 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710696.000000 Penalty: 105105.406250
Iteration 106Q: 33 clusters Score -8.67107e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 9884 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8460 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 121720 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 142294 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30105 members 
Mstep: Class 21 contains 34308 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 100010 members 
Mstep: Class 24 contains 41499 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8872 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710616.000000 Penalty: 105105.406250
Iteration 107Q: 33 clusters Score -8.671062e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9881 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8440 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122388 members 
Mstep: Class 12 contains 4295 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2707 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 141967 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30099 members 
Mstep: Class 21 contains 34285 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 99681 members 
Mstep: Class 24 contains 41531 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710792.000000 Penalty: 105105.406250
Iteration 108Q: 33 clusters Score -8.671079e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9882 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8421 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 123087 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2709 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 141547 members 
Mstep: Class 17 contains 13257 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30087 members 
Mstep: Class 21 contains 34273 members 
Mstep: Class 22 contains 6474 members 
Mstep: Class 23 contains 99396 members 
Mstep: Class 24 contains 41568 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8872 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710776.000000 Penalty: 105105.406250
Iteration 109Q: 33 clusters Score -8.671078e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9879 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8396 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 123873 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 141108 members 
Mstep: Class 17 contains 13255 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30070 members 
Mstep: Class 21 contains 34249 members 
Mstep: Class 22 contains 6471 members 
Mstep: Class 23 contains 99085 members 
Mstep: Class 24 contains 41594 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8870 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710792.000000 Penalty: 105105.406250
Iteration 110Q: 33 clusters Score -8.671079e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 9871 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8364 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 124638 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 140664 members 
Mstep: Class 17 contains 13255 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30055 members 
Mstep: Class 21 contains 34220 members 
Mstep: Class 22 contains 6471 members 
Mstep: Class 23 contains 98819 members 
Mstep: Class 24 contains 41614 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8872 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710872.000000 Penalty: 105105.406250
Iteration 111Q: 33 clusters Score -8.671087e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 9866 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8339 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 125399 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2714 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 140227 members 
Mstep: Class 17 contains 13259 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30044 members 
Mstep: Class 21 contains 34203 members 
Mstep: Class 22 contains 6472 members 
Mstep: Class 23 contains 98504 members 
Mstep: Class 24 contains 41657 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710880.000000 Penalty: 105105.406250
Iteration 112Q: 33 clusters Score -8.671088e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9857 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 8651 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 126186 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 139801 members 
Mstep: Class 17 contains 13259 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30033 members 
Mstep: Class 21 contains 34169 members 
Mstep: Class 22 contains 6475 members 
Mstep: Class 23 contains 98180 members 
Mstep: Class 24 contains 41684 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 8868 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710824.000000 Penalty: 105105.406250
Iteration 113Q: 33 clusters Score -8.671082e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9857 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3809 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8281 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 126920 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 139434 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30022 members 
Mstep: Class 21 contains 34138 members 
Mstep: Class 22 contains 6471 members 
Mstep: Class 23 contains 97841 members 
Mstep: Class 24 contains 41717 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 8865 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 33 clusters Score -8.671078e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 9857 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8261 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 127594 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 139072 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30013 members 
Mstep: Class 21 contains 34115 members 
Mstep: Class 22 contains 6473 members 
Mstep: Class 23 contains 97536 members 
Mstep: Class 24 contains 41743 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8864 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 33 clusters Score -8.671075e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 9854 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8245 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 128169 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138742 members 
Mstep: Class 17 contains 13280 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 30003 members 
Mstep: Class 21 contains 34097 members 
Mstep: Class 22 contains 6475 members 
Mstep: Class 23 contains 97309 members 
Mstep: Class 24 contains 41764 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8866 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4647 members 
Entering Unmasked Estep 
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Iteration 116Q: 33 clusters Score -8.671048e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 9852 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 1820 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8216 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 128622 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138429 members 
Mstep: Class 17 contains 13282 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29993 members 
Mstep: Class 21 contains 34085 members 
Mstep: Class 22 contains 6475 members 
Mstep: Class 23 contains 97189 members 
Mstep: Class 24 contains 41797 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8868 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710456.000000 Penalty: 105105.406250
Iteration 117Q: 33 clusters Score -8.671046e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129014 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138187 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29990 members 
Mstep: Class 21 contains 34079 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 97043 members 
Mstep: Class 24 contains 41822 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8868 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710280.000000 Penalty: 105105.406250
Iteration 118Q: 33 clusters Score -8.671028e+07 nChanged 1203
Entering ConstructFrom: 
Score: -86710280.000000 Penalty: 105105.406250
Entering ConstructFrom: 
Trying to split cluster 1 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -1156152.250000 Penalty: 2224.730225
	Iteration 0F: 2 clusters Score -1156152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1149798.500000 Penalty: 4449.460449
	Iteration 0F: 3 clusters Score -1149798 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1151620.000000 Penalty: 4449.460449
	Iteration 1F: 3 clusters Score -1151620 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1152012.875000 Penalty: 4449.460449
	Iteration 2F: 3 clusters Score -1152013 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1152398.125000 Penalty: 4449.460449
	Iteration 3F: 3 clusters Score -1152398 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1152810.125000 Penalty: 4449.460449
	Iteration 4F: 3 clusters Score -1152810 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1153182.375000 Penalty: 4449.460449
	Iteration 5F: 3 clusters Score -1153182 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1153543.500000 Penalty: 4449.460449
	Iteration 6F: 3 clusters Score -1153544 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1153895.625000 Penalty: 4449.460449
	Iteration 7F: 3 clusters Score -1153896 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1154191.875000 Penalty: 4449.460449
	Iteration 8Q: 3 clusters Score -1154192 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1154412.375000 Penalty: 4449.460449
	Iteration 9Q: 3 clusters Score -1154412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1154555.125000 Penalty: 4449.460449
	Iteration 10Q: 3 clusters Score -1154555 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1154655.500000 Penalty: 4449.460449
	Iteration 11Q: 3 clusters Score -1154656 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1154734.625000 Penalty: 4449.460449
	Iteration 12Q: 3 clusters Score -1154735 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1154799.250000 Penalty: 4449.460449
	Iteration 13Q: 3 clusters Score -1154799 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1154853.000000 Penalty: 4449.460449
	Iteration 14Q: 3 clusters Score -1154853 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1154883.875000 Penalty: 4449.460449
	Iteration 15Q: 3 clusters Score -1154884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1154907.625000 Penalty: 4449.460449
	Iteration 16Q: 3 clusters Score -1154908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1154928.250000 Penalty: 4449.460449
	Iteration 17Q: 3 clusters Score -1154928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1154938.375000 Penalty: 4449.460449
	Iteration 18Q: 3 clusters Score -1154938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1154947.500000 Penalty: 4449.460449
	Iteration 19Q: 3 clusters Score -1154948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1154959.000000 Penalty: 4449.460449
	Iteration 20F: 3 clusters Score -1154959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1154964.750000 Penalty: 4449.460449
	Iteration 21Q: 3 clusters Score -1154965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1154968.250000 Penalty: 4449.460449
	Iteration 22Q: 3 clusters Score -1154968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1154972.500000 Penalty: 4449.460449
	Iteration 23Q: 3 clusters Score -1154972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1154978.625000 Penalty: 4449.460449
	Iteration 24Q: 3 clusters Score -1154979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1154982.750000 Penalty: 4449.460449
	Iteration 25Q: 3 clusters Score -1154983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1154989.250000 Penalty: 4449.460449
	Iteration 26Q: 3 clusters Score -1154989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1154991.875000 Penalty: 4449.460449
	Iteration 27Q: 3 clusters Score -1154992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1154992.250000 Penalty: 4449.460449
	Iteration 28Q: 3 clusters Score -1154992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1154993.875000 Penalty: 4449.460449
	Iteration 29Q: 3 clusters Score -1154994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1154994.000000 Penalty: 4449.460449
	Iteration 30Q: 3 clusters Score -1154994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1154995.250000 Penalty: 4449.460449
	Iteration 31Q: 3 clusters Score -1154995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1154999.875000 Penalty: 4449.460449
	Iteration 32Q: 3 clusters Score -1155000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1154998.375000 Penalty: 4449.460449
	Iteration 33Q: 3 clusters Score -1154998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1155001.000000 Penalty: 4449.460449
	Iteration 34Q: 3 clusters Score -1155001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1155000.250000 Penalty: 4449.460449
	Iteration 35Q: 3 clusters Score -1155000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1154999.750000 Penalty: 4449.460449
	Iteration 36Q: 3 clusters Score -1155000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1155003.000000 Penalty: 4449.460449
	Iteration 37Q: 3 clusters Score -1155003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1155006.500000 Penalty: 4449.460449
	Iteration 38Q: 3 clusters Score -1155006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1155014.000000 Penalty: 4449.460449
	Iteration 39Q: 3 clusters Score -1155014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1155027.875000 Penalty: 4449.460449
	Iteration 40F: 3 clusters Score -1155028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1155043.875000 Penalty: 4449.460449
	Iteration 41Q: 3 clusters Score -1155044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1155063.000000 Penalty: 4449.460449
	Iteration 42Q: 3 clusters Score -1155063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1155082.750000 Penalty: 4449.460449
	Iteration 43Q: 3 clusters Score -1155083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1155108.500000 Penalty: 4449.460449
	Iteration 44Q: 3 clusters Score -1155108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1155136.625000 Penalty: 4449.460449
	Iteration 45Q: 3 clusters Score -1155137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1155158.250000 Penalty: 4449.460449
	Iteration 46Q: 3 clusters Score -1155158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1155179.875000 Penalty: 4449.460449
	Iteration 47Q: 3 clusters Score -1155180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1155209.250000 Penalty: 4449.460449
	Iteration 48Q: 3 clusters Score -1155209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1155246.375000 Penalty: 4449.460449
	Iteration 49Q: 3 clusters Score -1155246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1155274.250000 Penalty: 4449.460449
	Iteration 50Q: 3 clusters Score -1155274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1155300.750000 Penalty: 4449.460449
	Iteration 51Q: 3 clusters Score -1155301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1155320.125000 Penalty: 4449.460449
	Iteration 52Q: 3 clusters Score -1155320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1155338.000000 Penalty: 4449.460449
	Iteration 53Q: 3 clusters Score -1155338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1155354.500000 Penalty: 4449.460449
	Iteration 54Q: 3 clusters Score -1155354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1155363.750000 Penalty: 4449.460449
	Iteration 55Q: 3 clusters Score -1155364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1155381.000000 Penalty: 4449.460449
	Iteration 56Q: 3 clusters Score -1155381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1155401.250000 Penalty: 4449.460449
	Iteration 57Q: 3 clusters Score -1155401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1155415.000000 Penalty: 4449.460449
	Iteration 58Q: 3 clusters Score -1155415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1155424.125000 Penalty: 4449.460449
	Iteration 59Q: 3 clusters Score -1155424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1155428.125000 Penalty: 4449.460449
	Iteration 60F: 3 clusters Score -1155428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1155435.500000 Penalty: 4449.460449
	Iteration 61Q: 3 clusters Score -1155436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1155441.375000 Penalty: 4449.460449
	Iteration 62Q: 3 clusters Score -1155441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1155443.250000 Penalty: 4449.460449
	Iteration 63Q: 3 clusters Score -1155443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1155449.750000 Penalty: 4449.460449
	Iteration 64Q: 3 clusters Score -1155450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1155449.875000 Penalty: 4449.460449
	Iteration 65Q: 3 clusters Score -1155450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1155453.125000 Penalty: 4449.460449
	Iteration 66Q: 3 clusters Score -1155453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1155453.125000 Penalty: 4449.460449
	Iteration 67Q: 3 clusters Score -1155453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1155455.125000 Penalty: 4449.460449
	Iteration 68Q: 3 clusters Score -1155455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1155456.125000 Penalty: 4449.460449
	Iteration 69Q: 3 clusters Score -1155456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1155458.125000 Penalty: 4449.460449
	Iteration 70Q: 3 clusters Score -1155458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1155458.500000 Penalty: 4449.460449
	Iteration 71Q: 3 clusters Score -1155458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1155457.250000 Penalty: 4449.460449
	Iteration 72Q: 3 clusters Score -1155457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1155459.250000 Penalty: 4449.460449
	Iteration 73Q: 3 clusters Score -1155459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1155466.000000 Penalty: 4449.460449
	Iteration 74Q: 3 clusters Score -1155466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1155465.125000 Penalty: 4449.460449
	Iteration 75Q: 3 clusters Score -1155465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1155467.125000 Penalty: 4449.460449
	Iteration 76Q: 3 clusters Score -1155467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1155469.750000 Penalty: 4449.460449
	Iteration 77Q: 3 clusters Score -1155470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1155471.750000 Penalty: 4449.460449
	Iteration 78Q: 3 clusters Score -1155472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1155475.500000 Penalty: 4449.460449
	Iteration 79Q: 3 clusters Score -1155476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1155478.875000 Penalty: 4449.460449
	Iteration 80F: 3 clusters Score -1155479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1155478.875000 Penalty: 4449.460449
	Iteration 81Q: 3 clusters Score -1155479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1155476.500000 Penalty: 4449.460449
	Iteration 82Q: 3 clusters Score -1155476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1155482.625000 Penalty: 4449.460449
	Iteration 83Q: 3 clusters Score -1155483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1155486.250000 Penalty: 4449.460449
	Iteration 84Q: 3 clusters Score -1155486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1155486.125000 Penalty: 4449.460449
	Iteration 85Q: 3 clusters Score -1155486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1155488.750000 Penalty: 4449.460449
	Iteration 86Q: 3 clusters Score -1155489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1155490.625000 Penalty: 4449.460449
	Iteration 87Q: 3 clusters Score -1155491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1155493.375000 Penalty: 4449.460449
	Iteration 88Q: 3 clusters Score -1155493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1155492.750000 Penalty: 4449.460449
	Iteration 89Q: 3 clusters Score -1155493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1155494.750000 Penalty: 4449.460449
	Iteration 90Q: 3 clusters Score -1155495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1155493.375000 Penalty: 4449.460449
	Iteration 91Q: 3 clusters Score -1155493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1155498.125000 Penalty: 4449.460449
	Iteration 92Q: 3 clusters Score -1155498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1155501.875000 Penalty: 4449.460449
	Iteration 93Q: 3 clusters Score -1155502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1155501.250000 Penalty: 4449.460449
	Iteration 94Q: 3 clusters Score -1155501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1155501.750000 Penalty: 4449.460449
	Iteration 95Q: 3 clusters Score -1155502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1155502.250000 Penalty: 4449.460449
	Iteration 96Q: 3 clusters Score -1155502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1155502.500000 Penalty: 4449.460449
	Iteration 97Q: 3 clusters Score -1155502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1155505.875000 Penalty: 4449.460449
	Iteration 98Q: 3 clusters Score -1155506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1155505.375000 Penalty: 4449.460449
	Iteration 99Q: 3 clusters Score -1155505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1155506.375000 Penalty: 4449.460449
	Iteration 100F: 3 clusters Score -1155506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1155507.125000 Penalty: 4449.460449
	Iteration 101Q: 3 clusters Score -1155507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1155508.875000 Penalty: 4449.460449
	Iteration 102Q: 3 clusters Score -1155509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1155505.000000 Penalty: 4449.460449
	Iteration 103Q: 3 clusters Score -1155505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1155505.000000 Penalty: 4449.460449
	Iteration 104F: 3 clusters Score -1155505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Entering Unmasked Estep 
Score: -1557461.500000 Penalty: 2280.012939
	Iteration 0F: 2 clusters Score -1557462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1549893.750000 Penalty: 4560.025879
	Iteration 0F: 3 clusters Score -1549894 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1552109.125000 Penalty: 4560.025879
	Iteration 1F: 3 clusters Score -1552109 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1552547.375000 Penalty: 4560.025879
	Iteration 2F: 3 clusters Score -1552547 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1553044.875000 Penalty: 4560.025879
	Iteration 3F: 3 clusters Score -1553045 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1553644.000000 Penalty: 4560.025879
	Iteration 4F: 3 clusters Score -1553644 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1554297.625000 Penalty: 4560.025879
	Iteration 5F: 3 clusters Score -1554298 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1554888.750000 Penalty: 4560.025879
	Iteration 6F: 3 clusters Score -1554889 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1555265.375000 Penalty: 4560.025879
	Iteration 7F: 3 clusters Score -1555265 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1555532.875000 Penalty: 4560.025879
	Iteration 8Q: 3 clusters Score -1555533 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1555719.125000 Penalty: 4560.025879
	Iteration 9Q: 3 clusters Score -1555719 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1555820.125000 Penalty: 4560.025879
	Iteration 10Q: 3 clusters Score -1555820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1555888.125000 Penalty: 4560.025879
	Iteration 11Q: 3 clusters Score -1555888 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1555931.000000 Penalty: 4560.025879
	Iteration 12Q: 3 clusters Score -1555931 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1555972.875000 Penalty: 4560.025879
	Iteration 13Q: 3 clusters Score -1555973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1556011.375000 Penalty: 4560.025879
	Iteration 14Q: 3 clusters Score -1556011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1556047.750000 Penalty: 4560.025879
	Iteration 15Q: 3 clusters Score -1556048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1556071.125000 Penalty: 4560.025879
	Iteration 16Q: 3 clusters Score -1556071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1556100.250000 Penalty: 4560.025879
	Iteration 17Q: 3 clusters Score -1556100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1556120.125000 Penalty: 4560.025879
	Iteration 18Q: 3 clusters Score -1556120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1556134.375000 Penalty: 4560.025879
	Iteration 19Q: 3 clusters Score -1556134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1556157.625000 Penalty: 4560.025879
	Iteration 20F: 3 clusters Score -1556158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1556166.875000 Penalty: 4560.025879
	Iteration 21Q: 3 clusters Score -1556167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1556180.625000 Penalty: 4560.025879
	Iteration 22Q: 3 clusters Score -1556181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1556183.875000 Penalty: 4560.025879
	Iteration 23Q: 3 clusters Score -1556184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1556196.250000 Penalty: 4560.025879
	Iteration 24Q: 3 clusters Score -1556196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1556206.500000 Penalty: 4560.025879
	Iteration 25Q: 3 clusters Score -1556206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1556212.875000 Penalty: 4560.025879
	Iteration 26Q: 3 clusters Score -1556213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1556217.250000 Penalty: 4560.025879
	Iteration 27Q: 3 clusters Score -1556217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1556218.625000 Penalty: 4560.025879
	Iteration 28Q: 3 clusters Score -1556219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1556222.625000 Penalty: 4560.025879
	Iteration 29Q: 3 clusters Score -1556223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1556224.500000 Penalty: 4560.025879
	Iteration 30Q: 3 clusters Score -1556224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1556223.250000 Penalty: 4560.025879
	Iteration 31Q: 3 clusters Score -1556223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1556227.375000 Penalty: 4560.025879
	Iteration 32Q: 3 clusters Score -1556227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1556229.875000 Penalty: 4560.025879
	Iteration 33Q: 3 clusters Score -1556230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1556229.125000 Penalty: 4560.025879
	Iteration 34Q: 3 clusters Score -1556229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1556231.750000 Penalty: 4560.025879
	Iteration 35Q: 3 clusters Score -1556232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1556233.625000 Penalty: 4560.025879
	Iteration 36Q: 3 clusters Score -1556234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1556233.500000 Penalty: 4560.025879
	Iteration 37Q: 3 clusters Score -1556234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1556234.875000 Penalty: 4560.025879
	Iteration 38Q: 3 clusters Score -1556235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1556234.000000 Penalty: 4560.025879
	Iteration 39Q: 3 clusters Score -1556234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1556232.875000 Penalty: 4560.025879
	Iteration 40F: 3 clusters Score -1556233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1556232.875000 Penalty: 4560.025879
	Iteration 41Q: 3 clusters Score -1556233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1556234.250000 Penalty: 4560.025879
	Iteration 42Q: 3 clusters Score -1556234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1556234.250000 Penalty: 4560.025879
	Iteration 43Q: 3 clusters Score -1556234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1556235.500000 Penalty: 4560.025879
	Iteration 44Q: 3 clusters Score -1556236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1556233.750000 Penalty: 4560.025879
	Iteration 45Q: 3 clusters Score -1556234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1556237.500000 Penalty: 4560.025879
	Iteration 46Q: 3 clusters Score -1556238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1556238.375000 Penalty: 4560.025879
	Iteration 47Q: 3 clusters Score -1556238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1556237.250000 Penalty: 4560.025879
	Iteration 48Q: 3 clusters Score -1556237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1556238.625000 Penalty: 4560.025879
	Iteration 49Q: 3 clusters Score -1556239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1556240.625000 Penalty: 4560.025879
	Iteration 50Q: 3 clusters Score -1556241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1556239.875000 Penalty: 4560.025879
	Iteration 51Q: 3 clusters Score -1556240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1556241.125000 Penalty: 4560.025879
	Iteration 52Q: 3 clusters Score -1556241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1556240.875000 Penalty: 4560.025879
	Iteration 53Q: 3 clusters Score -1556241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1556242.000000 Penalty: 4560.025879
	Iteration 54Q: 3 clusters Score -1556242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1556246.375000 Penalty: 4560.025879
	Iteration 55Q: 3 clusters Score -1556246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1556244.750000 Penalty: 4560.025879
	Iteration 56Q: 3 clusters Score -1556245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1556245.000000 Penalty: 4560.025879
	Iteration 57Q: 3 clusters Score -1556245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1556247.625000 Penalty: 4560.025879
	Iteration 58Q: 3 clusters Score -1556248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1556250.000000 Penalty: 4560.025879
	Iteration 59Q: 3 clusters Score -1556250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1556254.500000 Penalty: 4560.025879
	Iteration 60F: 3 clusters Score -1556254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1556254.125000 Penalty: 4560.025879
	Iteration 61Q: 3 clusters Score -1556254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1556256.500000 Penalty: 4560.025879
	Iteration 62Q: 3 clusters Score -1556256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1556256.500000 Penalty: 4560.025879
	Iteration 63Q: 3 clusters Score -1556256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1556261.000000 Penalty: 4560.025879
	Iteration 64Q: 3 clusters Score -1556261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1556263.625000 Penalty: 4560.025879
	Iteration 65Q: 3 clusters Score -1556264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1556262.625000 Penalty: 4560.025879
	Iteration 66Q: 3 clusters Score -1556263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1556262.875000 Penalty: 4560.025879
	Iteration 67Q: 3 clusters Score -1556263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1556263.125000 Penalty: 4560.025879
	Iteration 68Q: 3 clusters Score -1556263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1556266.125000 Penalty: 4560.025879
	Iteration 69Q: 3 clusters Score -1556266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1556263.125000 Penalty: 4560.025879
	Iteration 70Q: 3 clusters Score -1556263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1556269.000000 Penalty: 4560.025879
	Iteration 71Q: 3 clusters Score -1556269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1556268.750000 Penalty: 4560.025879
	Iteration 72Q: 3 clusters Score -1556269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1556269.625000 Penalty: 4560.025879
	Iteration 73Q: 3 clusters Score -1556270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1556269.625000 Penalty: 4560.025879
	Iteration 74Q: 3 clusters Score -1556270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1556269.625000 Penalty: 4560.025879
	Iteration 75F: 3 clusters Score -1556270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -50002.058594 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -50002.06 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 182 members 
Entering Unmasked Estep 
Score: -48626.527344 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -48626.53 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48780.472656 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -48780.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48820.789062 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -48820.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48826.699219 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -48826.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48826.699219 Penalty: 2918.127930
	Iteration 4F: 3 clusters Score -48826.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -584610.687500 Penalty: 2044.138184
	Iteration 0F: 2 clusters Score -584610.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -580865.687500 Penalty: 4088.276367
	Iteration 0F: 3 clusters Score -580865.7 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -581951.062500 Penalty: 4088.276367
	Iteration 1F: 3 clusters Score -581951.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -582541.312500 Penalty: 4088.276367
	Iteration 2F: 3 clusters Score -582541.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -583262.250000 Penalty: 4088.276367
	Iteration 3F: 3 clusters Score -583262.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -583998.875000 Penalty: 4088.276367
	Iteration 4F: 3 clusters Score -583998.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -584497.562500 Penalty: 4088.276367
	Iteration 5F: 3 clusters Score -584497.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -584703.125000 Penalty: 4088.276367
	Iteration 6Q: 3 clusters Score -584703.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -584800.812500 Penalty: 4088.276367
	Iteration 7Q: 3 clusters Score -584800.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -584833.312500 Penalty: 4088.276367
	Iteration 8Q: 3 clusters Score -584833.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -584844.312500 Penalty: 4088.276367
	Iteration 9Q: 3 clusters Score -584844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -584851.937500 Penalty: 4088.276367
	Iteration 10Q: 3 clusters Score -584851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -584857.625000 Penalty: 4088.276367
	Iteration 11Q: 3 clusters Score -584857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -584858.875000 Penalty: 4088.276367
	Iteration 12Q: 3 clusters Score -584858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -584860.625000 Penalty: 4088.276367
	Iteration 13Q: 3 clusters Score -584860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -584860.625000 Penalty: 4088.276367
	Iteration 14F: 3 clusters Score -584860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3387 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8178 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129297 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138010 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29986 members 
Mstep: Class 21 contains 34072 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96928 members 
Mstep: Class 24 contains 41860 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 4658 members 
Entering Unmasked Estep 
Score: -86709128.000000 Penalty: 108389.953125
Splitting cluster 4 changes total score from -86710280.000000 to -86709128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -272080.406250 Penalty: 1861.770996
	Iteration 0F: 2 clusters Score -272080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -269533.093750 Penalty: 3723.541992
	Iteration 0F: 3 clusters Score -269533.1 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -269926.593750 Penalty: 3723.541992
	Iteration 1F: 3 clusters Score -269926.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -270057.312500 Penalty: 3723.541992
	Iteration 2F: 3 clusters Score -270057.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -270140.062500 Penalty: 3723.541992
	Iteration 3Q: 3 clusters Score -270140.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -270204.843750 Penalty: 3723.541992
	Iteration 4Q: 3 clusters Score -270204.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -270256.187500 Penalty: 3723.541992
	Iteration 5Q: 3 clusters Score -270256.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -270299.500000 Penalty: 3723.541992
	Iteration 6Q: 3 clusters Score -270299.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -270328.812500 Penalty: 3723.541992
	Iteration 7Q: 3 clusters Score -270328.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -270348.968750 Penalty: 3723.541992
	Iteration 8Q: 3 clusters Score -270349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -270368.031250 Penalty: 3723.541992
	Iteration 9Q: 3 clusters Score -270368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -270389.937500 Penalty: 3723.541992
	Iteration 10Q: 3 clusters Score -270389.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -270415.031250 Penalty: 3723.541992
	Iteration 11Q: 3 clusters Score -270415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -270439.625000 Penalty: 3723.541992
	Iteration 12Q: 3 clusters Score -270439.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -270468.593750 Penalty: 3723.541992
	Iteration 13Q: 3 clusters Score -270468.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270494.625000 Penalty: 3723.541992
	Iteration 14Q: 3 clusters Score -270494.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -270513.718750 Penalty: 3723.541992
	Iteration 15Q: 3 clusters Score -270513.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -270533.750000 Penalty: 3723.541992
	Iteration 16Q: 3 clusters Score -270533.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -270547.312500 Penalty: 3723.541992
	Iteration 17Q: 3 clusters Score -270547.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -270564.062500 Penalty: 3723.541992
	Iteration 18Q: 3 clusters Score -270564.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -270586.968750 Penalty: 3723.541992
	Iteration 19Q: 3 clusters Score -270587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -270605.125000 Penalty: 3723.541992
	Iteration 20F: 3 clusters Score -270605.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -270612.843750 Penalty: 3723.541992
	Iteration 21Q: 3 clusters Score -270612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -270616.968750 Penalty: 3723.541992
	Iteration 22Q: 3 clusters Score -270617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -270624.187500 Penalty: 3723.541992
	Iteration 23Q: 3 clusters Score -270624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -270627.218750 Penalty: 3723.541992
	Iteration 24Q: 3 clusters Score -270627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -270630.218750 Penalty: 3723.541992
	Iteration 25Q: 3 clusters Score -270630.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -270632.625000 Penalty: 3723.541992
	Iteration 26Q: 3 clusters Score -270632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -270635.000000 Penalty: 3723.541992
	Iteration 27Q: 3 clusters Score -270635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -270636.562500 Penalty: 3723.541992
	Iteration 28Q: 3 clusters Score -270636.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -270637.468750 Penalty: 3723.541992
	Iteration 29Q: 3 clusters Score -270637.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -270637.468750 Penalty: 3723.541992
	Iteration 30F: 3 clusters Score -270637.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Entering Unmasked Estep 
Score: -1295015.750000 Penalty: 2248.169434
	Iteration 0F: 2 clusters Score -1295016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1288170.625000 Penalty: 4496.338867
	Iteration 0F: 3 clusters Score -1288171 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1290102.000000 Penalty: 4496.338867
	Iteration 1F: 3 clusters Score -1290102 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1290375.500000 Penalty: 4496.338867
	Iteration 2F: 3 clusters Score -1290376 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1290568.125000 Penalty: 4496.338867
	Iteration 3Q: 3 clusters Score -1290568 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1290723.125000 Penalty: 4496.338867
	Iteration 4Q: 3 clusters Score -1290723 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1290860.125000 Penalty: 4496.338867
	Iteration 5Q: 3 clusters Score -1290860 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1290971.500000 Penalty: 4496.338867
	Iteration 6Q: 3 clusters Score -1290972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1291058.625000 Penalty: 4496.338867
	Iteration 7Q: 3 clusters Score -1291059 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1291134.375000 Penalty: 4496.338867
	Iteration 8Q: 3 clusters Score -1291134 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1291234.875000 Penalty: 4496.338867
	Iteration 9Q: 3 clusters Score -1291235 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1291333.500000 Penalty: 4496.338867
	Iteration 10Q: 3 clusters Score -1291334 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1291444.375000 Penalty: 4496.338867
	Iteration 11Q: 3 clusters Score -1291444 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1291586.750000 Penalty: 4496.338867
	Iteration 12Q: 3 clusters Score -1291587 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1291782.000000 Penalty: 4496.338867
	Iteration 13Q: 3 clusters Score -1291782 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1292039.375000 Penalty: 4496.338867
	Iteration 14Q: 3 clusters Score -1292039 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1292330.625000 Penalty: 4496.338867
	Iteration 15Q: 3 clusters Score -1292331 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1292590.000000 Penalty: 4496.338867
	Iteration 16Q: 3 clusters Score -1292590 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1292770.000000 Penalty: 4496.338867
	Iteration 17Q: 3 clusters Score -1292770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1292911.125000 Penalty: 4496.338867
	Iteration 18Q: 3 clusters Score -1292911 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1293014.375000 Penalty: 4496.338867
	Iteration 19Q: 3 clusters Score -1293014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1293094.875000 Penalty: 4496.338867
	Iteration 20F: 3 clusters Score -1293095 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1293148.750000 Penalty: 4496.338867
	Iteration 21Q: 3 clusters Score -1293149 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1293202.375000 Penalty: 4496.338867
	Iteration 22Q: 3 clusters Score -1293202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1293249.625000 Penalty: 4496.338867
	Iteration 23Q: 3 clusters Score -1293250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1293298.250000 Penalty: 4496.338867
	Iteration 24Q: 3 clusters Score -1293298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1293340.250000 Penalty: 4496.338867
	Iteration 25Q: 3 clusters Score -1293340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1293371.750000 Penalty: 4496.338867
	Iteration 26Q: 3 clusters Score -1293372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1293395.750000 Penalty: 4496.338867
	Iteration 27Q: 3 clusters Score -1293396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1293403.375000 Penalty: 4496.338867
	Iteration 28Q: 3 clusters Score -1293403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1293407.875000 Penalty: 4496.338867
	Iteration 29Q: 3 clusters Score -1293408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1293409.125000 Penalty: 4496.338867
	Iteration 30Q: 3 clusters Score -1293409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1293414.500000 Penalty: 4496.338867
	Iteration 31Q: 3 clusters Score -1293414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1293414.500000 Penalty: 4496.338867
	Iteration 32Q: 3 clusters Score -1293414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1293416.875000 Penalty: 4496.338867
	Iteration 33Q: 3 clusters Score -1293417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1293419.750000 Penalty: 4496.338867
	Iteration 34Q: 3 clusters Score -1293420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1293418.750000 Penalty: 4496.338867
	Iteration 35Q: 3 clusters Score -1293419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1293418.750000 Penalty: 4496.338867
	Iteration 36Q: 3 clusters Score -1293419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1293418.750000 Penalty: 4496.338867
	Iteration 37F: 3 clusters Score -1293419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -27467.437500 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -27467.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26742.064453 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -26742.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27106.560547 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -27106.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -27392.933594 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -27392.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -27511.474609 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -27511.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -27590.224609 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -27590.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27611.251953 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -27611.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27611.251953 Penalty: 2776.817383
	Iteration 6F: 3 clusters Score -27611.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 8178 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129297 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138010 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29986 members 
Mstep: Class 21 contains 34072 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96928 members 
Mstep: Class 24 contains 41860 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 88 members 
Mstep: Class 33 contains 4658 members 
Entering Unmasked Estep 
Score: -86708360.000000 Penalty: 108389.953125
Splitting cluster 7 changes total score from -86710280.000000 to -86708360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (8178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Entering Unmasked Estep 
Score: -1302374.875000 Penalty: 2234.282227
	Iteration 0F: 2 clusters Score -1302375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1295845.000000 Penalty: 4468.564453
	Iteration 0F: 3 clusters Score -1295845 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1297636.750000 Penalty: 4468.564453
	Iteration 1F: 3 clusters Score -1297637 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1297976.250000 Penalty: 4468.564453
	Iteration 2F: 3 clusters Score -1297976 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1298284.000000 Penalty: 4468.564453
	Iteration 3F: 3 clusters Score -1298284 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1298618.500000 Penalty: 4468.564453
	Iteration 4F: 3 clusters Score -1298618 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1298970.500000 Penalty: 4468.564453
	Iteration 5F: 3 clusters Score -1298970 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1299395.125000 Penalty: 4468.564453
	Iteration 6F: 3 clusters Score -1299395 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1299841.375000 Penalty: 4468.564453
	Iteration 7F: 3 clusters Score -1299841 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1300178.000000 Penalty: 4468.564453
	Iteration 8F: 3 clusters Score -1300178 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1300396.875000 Penalty: 4468.564453
	Iteration 9Q: 3 clusters Score -1300397 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1300544.000000 Penalty: 4468.564453
	Iteration 10Q: 3 clusters Score -1300544 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1300646.750000 Penalty: 4468.564453
	Iteration 11Q: 3 clusters Score -1300647 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1300732.500000 Penalty: 4468.564453
	Iteration 12Q: 3 clusters Score -1300732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1300793.000000 Penalty: 4468.564453
	Iteration 13Q: 3 clusters Score -1300793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1300837.750000 Penalty: 4468.564453
	Iteration 14Q: 3 clusters Score -1300838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1300865.750000 Penalty: 4468.564453
	Iteration 15Q: 3 clusters Score -1300866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1300891.875000 Penalty: 4468.564453
	Iteration 16Q: 3 clusters Score -1300892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1300918.125000 Penalty: 4468.564453
	Iteration 17Q: 3 clusters Score -1300918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1300939.375000 Penalty: 4468.564453
	Iteration 18Q: 3 clusters Score -1300939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1300951.625000 Penalty: 4468.564453
	Iteration 19Q: 3 clusters Score -1300952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1300962.125000 Penalty: 4468.564453
	Iteration 20F: 3 clusters Score -1300962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1300970.500000 Penalty: 4468.564453
	Iteration 21Q: 3 clusters Score -1300970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1300978.875000 Penalty: 4468.564453
	Iteration 22Q: 3 clusters Score -1300979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1300987.500000 Penalty: 4468.564453
	Iteration 23Q: 3 clusters Score -1300988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1300991.000000 Penalty: 4468.564453
	Iteration 24Q: 3 clusters Score -1300991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1300998.000000 Penalty: 4468.564453
	Iteration 25Q: 3 clusters Score -1300998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1301008.375000 Penalty: 4468.564453
	Iteration 26Q: 3 clusters Score -1301008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1301010.750000 Penalty: 4468.564453
	Iteration 27Q: 3 clusters Score -1301011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1301016.500000 Penalty: 4468.564453
	Iteration 28Q: 3 clusters Score -1301016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1301023.375000 Penalty: 4468.564453
	Iteration 29Q: 3 clusters Score -1301023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1301027.750000 Penalty: 4468.564453
	Iteration 30Q: 3 clusters Score -1301028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1301032.500000 Penalty: 4468.564453
	Iteration 31Q: 3 clusters Score -1301032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1301032.875000 Penalty: 4468.564453
	Iteration 32Q: 3 clusters Score -1301033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1301031.875000 Penalty: 4468.564453
	Iteration 33Q: 3 clusters Score -1301032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1301032.250000 Penalty: 4468.564453
	Iteration 34Q: 3 clusters Score -1301032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1301032.250000 Penalty: 4468.564453
	Iteration 35Q: 3 clusters Score -1301032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1301033.000000 Penalty: 4468.564453
	Iteration 36Q: 3 clusters Score -1301033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1301033.000000 Penalty: 4468.564453
	Iteration 37F: 3 clusters Score -1301033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Entering Unmasked Estep 
Score: -538270.375000 Penalty: 2026.696899
	Iteration 0F: 2 clusters Score -538270.4 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 1729 members 
Entering Unmasked Estep 
Score: -534692.312500 Penalty: 4053.393799
	Iteration 0F: 3 clusters Score -534692.3 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -535502.937500 Penalty: 4053.393799
	Iteration 1F: 3 clusters Score -535502.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -535738.375000 Penalty: 4053.393799
	Iteration 2F: 3 clusters Score -535738.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -535928.812500 Penalty: 4053.393799
	Iteration 3F: 3 clusters Score -535928.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -536088.000000 Penalty: 4053.393799
	Iteration 4F: 3 clusters Score -536088 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -536213.375000 Penalty: 4053.393799
	Iteration 5Q: 3 clusters Score -536213.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -536318.062500 Penalty: 4053.393799
	Iteration 6Q: 3 clusters Score -536318.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -536407.562500 Penalty: 4053.393799
	Iteration 7Q: 3 clusters Score -536407.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -536472.062500 Penalty: 4053.393799
	Iteration 8Q: 3 clusters Score -536472.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -536532.750000 Penalty: 4053.393799
	Iteration 9Q: 3 clusters Score -536532.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -536586.500000 Penalty: 4053.393799
	Iteration 10Q: 3 clusters Score -536586.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -536629.750000 Penalty: 4053.393799
	Iteration 11Q: 3 clusters Score -536629.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -536656.125000 Penalty: 4053.393799
	Iteration 12Q: 3 clusters Score -536656.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -536672.875000 Penalty: 4053.393799
	Iteration 13Q: 3 clusters Score -536672.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -536683.437500 Penalty: 4053.393799
	Iteration 14Q: 3 clusters Score -536683.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -536690.875000 Penalty: 4053.393799
	Iteration 15Q: 3 clusters Score -536690.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -536699.937500 Penalty: 4053.393799
	Iteration 16Q: 3 clusters Score -536699.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -536711.437500 Penalty: 4053.393799
	Iteration 17Q: 3 clusters Score -536711.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -536718.375000 Penalty: 4053.393799
	Iteration 18Q: 3 clusters Score -536718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -536724.750000 Penalty: 4053.393799
	Iteration 19Q: 3 clusters Score -536724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -536728.187500 Penalty: 4053.393799
	Iteration 20F: 3 clusters Score -536728.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -536731.812500 Penalty: 4053.393799
	Iteration 21Q: 3 clusters Score -536731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -536733.875000 Penalty: 4053.393799
	Iteration 22Q: 3 clusters Score -536733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -536735.375000 Penalty: 4053.393799
	Iteration 23Q: 3 clusters Score -536735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -536736.562500 Penalty: 4053.393799
	Iteration 24Q: 3 clusters Score -536736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -536739.937500 Penalty: 4053.393799
	Iteration 25Q: 3 clusters Score -536739.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -536741.437500 Penalty: 4053.393799
	Iteration 26Q: 3 clusters Score -536741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -536742.750000 Penalty: 4053.393799
	Iteration 27Q: 3 clusters Score -536742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -536743.437500 Penalty: 4053.393799
	Iteration 28Q: 3 clusters Score -536743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -536743.312500 Penalty: 4053.393799
	Iteration 29Q: 3 clusters Score -536743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -536743.312500 Penalty: 4053.393799
	Iteration 30F: 3 clusters Score -536743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -110848.664062 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -110848.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109255.242188 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -109255.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110075.757812 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -110075.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110697.242188 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -110697.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -111038.960938 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -111039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -111340.023438 Penalty: 3420.258789
	Iteration 4Q: 3 clusters Score -111340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -111424.289062 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -111424.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -111468.328125 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -111468.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -111485.742188 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -111485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -111490.132812 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -111490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -111497.320312 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -111497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -111499.703125 Penalty: 3420.258789
	Iteration 10Q: 3 clusters Score -111499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -111499.703125 Penalty: 3420.258789
	Iteration 11F: 3 clusters Score -111499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8178 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 721 members 
Mstep: Class 11 contains 129297 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138010 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29986 members 
Mstep: Class 21 contains 34072 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96928 members 
Mstep: Class 24 contains 41860 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 4658 members 
Entering Unmasked Estep 
Score: -86709160.000000 Penalty: 108389.953125
Splitting cluster 10 changes total score from -86710280.000000 to -86709160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (129297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129297 members 
Entering Unmasked Estep 
Score: -20382262.000000 Penalty: 2918.927002
	Iteration 0F: 2 clusters Score -2.038226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -20300448.000000 Penalty: 5837.854004
	Iteration 0F: 3 clusters Score -2.030045e+07 nChanged 61530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -20335654.000000 Penalty: 5837.854004
	Iteration 1F: 3 clusters Score -2.033565e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -20336600.000000 Penalty: 5837.854004
	Iteration 2Q: 3 clusters Score -2.03366e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -20337778.000000 Penalty: 5837.854004
	Iteration 3Q: 3 clusters Score -2.033778e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -20338996.000000 Penalty: 5837.854004
	Iteration 4Q: 3 clusters Score -2.0339e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -20340540.000000 Penalty: 5837.854004
	Iteration 5Q: 3 clusters Score -2.034054e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
Score: -20343088.000000 Penalty: 5837.854004
	Iteration 6Q: 3 clusters Score -2.034309e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -20346496.000000 Penalty: 5837.854004
	Iteration 7Q: 3 clusters Score -2.03465e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -20351792.000000 Penalty: 5837.854004
	Iteration 8F: 3 clusters Score -2.035179e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85806 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -20358344.000000 Penalty: 5837.854004
	Iteration 9F: 3 clusters Score -2.035834e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -20364516.000000 Penalty: 5837.854004
	Iteration 10F: 3 clusters Score -2.036452e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91658 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -20368098.000000 Penalty: 5837.854004
	Iteration 11Q: 3 clusters Score -2.03681e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -20369878.000000 Penalty: 5837.854004
	Iteration 12Q: 3 clusters Score -2.036988e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -20370552.000000 Penalty: 5837.854004
	Iteration 13Q: 3 clusters Score -2.037055e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -20371036.000000 Penalty: 5837.854004
	Iteration 14Q: 3 clusters Score -2.037104e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -20371498.000000 Penalty: 5837.854004
	Iteration 15Q: 3 clusters Score -2.03715e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -20371998.000000 Penalty: 5837.854004
	Iteration 16Q: 3 clusters Score -2.0372e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101004 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -20372440.000000 Penalty: 5837.854004
	Iteration 17Q: 3 clusters Score -2.037244e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102463 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -20372906.000000 Penalty: 5837.854004
	Iteration 18Q: 3 clusters Score -2.037291e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103897 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -20373294.000000 Penalty: 5837.854004
	Iteration 19Q: 3 clusters Score -2.037329e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -20373558.000000 Penalty: 5837.854004
	Iteration 20F: 3 clusters Score -2.037356e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -20374036.000000 Penalty: 5837.854004
	Iteration 21Q: 3 clusters Score -2.037404e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108034 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -20374346.000000 Penalty: 5837.854004
	Iteration 22Q: 3 clusters Score -2.037435e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109343 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -20374750.000000 Penalty: 5837.854004
	Iteration 23Q: 3 clusters Score -2.037475e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -20375106.000000 Penalty: 5837.854004
	Iteration 24Q: 3 clusters Score -2.037511e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112163 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -20375530.000000 Penalty: 5837.854004
	Iteration 25Q: 3 clusters Score -2.037553e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -20376012.000000 Penalty: 5837.854004
	Iteration 26Q: 3 clusters Score -2.037601e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -20376438.000000 Penalty: 5837.854004
	Iteration 27Q: 3 clusters Score -2.037644e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116320 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -20376848.000000 Penalty: 5837.854004
	Iteration 28Q: 3 clusters Score -2.037685e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -20377168.000000 Penalty: 5837.854004
	Iteration 29Q: 3 clusters Score -2.037717e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -20377330.000000 Penalty: 5837.854004
	Iteration 30Q: 3 clusters Score -2.037733e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -20377788.000000 Penalty: 5837.854004
	Iteration 31Q: 3 clusters Score -2.037779e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121031 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -20378068.000000 Penalty: 5837.854004
	Iteration 32Q: 3 clusters Score -2.037807e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122109 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -20378362.000000 Penalty: 5837.854004
	Iteration 33Q: 3 clusters Score -2.037836e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123134 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -20378690.000000 Penalty: 5837.854004
	Iteration 34Q: 3 clusters Score -2.037869e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124057 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -20378826.000000 Penalty: 5837.854004
	Iteration 35Q: 3 clusters Score -2.037883e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124887 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -20379044.000000 Penalty: 5837.854004
	Iteration 36Q: 3 clusters Score -2.037904e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125592 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -20379302.000000 Penalty: 5837.854004
	Iteration 37Q: 3 clusters Score -2.03793e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -20379464.000000 Penalty: 5837.854004
	Iteration 38Q: 3 clusters Score -2.037946e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126683 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -20379584.000000 Penalty: 5837.854004
	Iteration 39Q: 3 clusters Score -2.037958e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127036 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -20379704.000000 Penalty: 5837.854004
	Iteration 40F: 3 clusters Score -2.03797e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127295 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20379794.000000 Penalty: 5837.854004
	Iteration 41Q: 3 clusters Score -2.037979e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -20379850.000000 Penalty: 5837.854004
	Iteration 42Q: 3 clusters Score -2.037985e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127706 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -20379878.000000 Penalty: 5837.854004
	Iteration 43Q: 3 clusters Score -2.037988e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127836 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -20379908.000000 Penalty: 5837.854004
	Iteration 44Q: 3 clusters Score -2.037991e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127932 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20379946.000000 Penalty: 5837.854004
	Iteration 45Q: 3 clusters Score -2.037995e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128002 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20379960.000000 Penalty: 5837.854004
	Iteration 46Q: 3 clusters Score -2.037996e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128042 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20379978.000000 Penalty: 5837.854004
	Iteration 47Q: 3 clusters Score -2.037998e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20380022.000000 Penalty: 5837.854004
	Iteration 48Q: 3 clusters Score -2.038002e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128139 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20380034.000000 Penalty: 5837.854004
	Iteration 49Q: 3 clusters Score -2.038003e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128170 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -20380072.000000 Penalty: 5837.854004
	Iteration 50Q: 3 clusters Score -2.038007e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128199 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -20380064.000000 Penalty: 5837.854004
	Iteration 51Q: 3 clusters Score -2.038006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128227 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -20380098.000000 Penalty: 5837.854004
	Iteration 52Q: 3 clusters Score -2.03801e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128250 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20380108.000000 Penalty: 5837.854004
	Iteration 53Q: 3 clusters Score -2.038011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128265 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -20380124.000000 Penalty: 5837.854004
	Iteration 54Q: 3 clusters Score -2.038012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -20380132.000000 Penalty: 5837.854004
	Iteration 55Q: 3 clusters Score -2.038013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128277 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -20380112.000000 Penalty: 5837.854004
	Iteration 56Q: 3 clusters Score -2.038011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128285 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20380116.000000 Penalty: 5837.854004
	Iteration 57Q: 3 clusters Score -2.038012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128290 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -20380132.000000 Penalty: 5837.854004
	Iteration 58Q: 3 clusters Score -2.038013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20380148.000000 Penalty: 5837.854004
	Iteration 59Q: 3 clusters Score -2.038015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20380144.000000 Penalty: 5837.854004
	Iteration 60F: 3 clusters Score -2.038014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128314 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20380152.000000 Penalty: 5837.854004
	Iteration 61Q: 3 clusters Score -2.038015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -20380160.000000 Penalty: 5837.854004
	Iteration 62Q: 3 clusters Score -2.038016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128327 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -20380142.000000 Penalty: 5837.854004
	Iteration 63Q: 3 clusters Score -2.038014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -20380142.000000 Penalty: 5837.854004
	Iteration 64Q: 3 clusters Score -2.038014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20380144.000000 Penalty: 5837.854004
	Iteration 65Q: 3 clusters Score -2.038014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -20380144.000000 Penalty: 5837.854004
	Iteration 66F: 3 clusters Score -2.038014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Entering Unmasked Estep 
Score: -627923.750000 Penalty: 2074.859863
	Iteration 0F: 2 clusters Score -627923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -623932.687500 Penalty: 4149.719727
	Iteration 0F: 3 clusters Score -623932.7 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -625095.812500 Penalty: 4149.719727
	Iteration 1F: 3 clusters Score -625095.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -625616.375000 Penalty: 4149.719727
	Iteration 2F: 3 clusters Score -625616.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -626246.250000 Penalty: 4149.719727
	Iteration 3F: 3 clusters Score -626246.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -626863.062500 Penalty: 4149.719727
	Iteration 4F: 3 clusters Score -626863.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -627305.750000 Penalty: 4149.719727
	Iteration 5F: 3 clusters Score -627305.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -627487.125000 Penalty: 4149.719727
	Iteration 6Q: 3 clusters Score -627487.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -627570.062500 Penalty: 4149.719727
	Iteration 7Q: 3 clusters Score -627570.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -627596.562500 Penalty: 4149.719727
	Iteration 8Q: 3 clusters Score -627596.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -627608.687500 Penalty: 4149.719727
	Iteration 9Q: 3 clusters Score -627608.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -627612.250000 Penalty: 4149.719727
	Iteration 10Q: 3 clusters Score -627612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -627612.562500 Penalty: 4149.719727
	Iteration 11Q: 3 clusters Score -627612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -627614.875000 Penalty: 4149.719727
	Iteration 12Q: 3 clusters Score -627614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -627614.562500 Penalty: 4149.719727
	Iteration 13Q: 3 clusters Score -627614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -627615.062500 Penalty: 4149.719727
	Iteration 14Q: 3 clusters Score -627615.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -627615.062500 Penalty: 4149.719727
	Iteration 15F: 3 clusters Score -627615.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -23305.960938 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -23305.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22300.304688 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -22300.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22496.404297 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -22496.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22600.962891 Penalty: 2728.624268
	Iteration 2F: 3 clusters Score -22600.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22643.931641 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -22643.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22711.583984 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -22711.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22796.628906 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -22796.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22860.068359 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -22860.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22867.980469 Penalty: 2728.624268
	Iteration 7Q: 3 clusters Score -22867.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22869.144531 Penalty: 2728.624268
	Iteration 8F: 3 clusters Score -22869.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22915.306641 Penalty: 2728.624268
	Iteration 9Q: 3 clusters Score -22915.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22940.826172 Penalty: 2728.624268
	Iteration 10Q: 3 clusters Score -22940.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22950.972656 Penalty: 2728.624268
	Iteration 11Q: 3 clusters Score -22950.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22952.726562 Penalty: 2728.624268
	Iteration 12Q: 3 clusters Score -22952.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22952.726562 Penalty: 2728.624268
	Iteration 13F: 3 clusters Score -22952.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -409997.187500 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -409997.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -406902.187500 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -406902.2 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -407508.906250 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -407508.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -407679.812500 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -407679.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -407799.062500 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -407799.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -407893.343750 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -407893.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -408006.343750 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -408006.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -408134.656250 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -408134.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -408276.156250 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -408276.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -408436.718750 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -408436.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -408600.375000 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -408600.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -408762.812500 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -408762.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -408911.937500 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -408911.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -409042.187500 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -409042.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -409108.375000 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -409108.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -409140.500000 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -409140.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -409151.843750 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -409151.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -409158.500000 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -409158.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -409165.250000 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -409165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -409167.531250 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -409167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -409171.312500 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -409171.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -409175.750000 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -409175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -409178.593750 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -409178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -409181.562500 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -409181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -409184.218750 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -409184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -409185.750000 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -409185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -409186.562500 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -409186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -409186.656250 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -409186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -409188.531250 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -409188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -409188.531250 Penalty: 3924.198486
	Iteration 28F: 3 clusters Score -409188.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -237910.562500 Penalty: 1837.766113
	Iteration 0F: 2 clusters Score -237910.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -235544.421875 Penalty: 3675.532227
	Iteration 0F: 3 clusters Score -235544.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -236001.390625 Penalty: 3675.532227
	Iteration 1F: 3 clusters Score -236001.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -236179.781250 Penalty: 3675.532227
	Iteration 2F: 3 clusters Score -236179.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -236299.703125 Penalty: 3675.532227
	Iteration 3Q: 3 clusters Score -236299.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -236423.968750 Penalty: 3675.532227
	Iteration 4F: 3 clusters Score -236424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -236579.359375 Penalty: 3675.532227
	Iteration 5Q: 3 clusters Score -236579.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -236716.046875 Penalty: 3675.532227
	Iteration 6Q: 3 clusters Score -236716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -236817.921875 Penalty: 3675.532227
	Iteration 7Q: 3 clusters Score -236817.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -236895.062500 Penalty: 3675.532227
	Iteration 8Q: 3 clusters Score -236895.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -236956.546875 Penalty: 3675.532227
	Iteration 9Q: 3 clusters Score -236956.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -237001.250000 Penalty: 3675.532227
	Iteration 10Q: 3 clusters Score -237001.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -237036.031250 Penalty: 3675.532227
	Iteration 11Q: 3 clusters Score -237036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -237058.937500 Penalty: 3675.532227
	Iteration 12Q: 3 clusters Score -237058.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -237080.062500 Penalty: 3675.532227
	Iteration 13Q: 3 clusters Score -237080.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -237093.281250 Penalty: 3675.532227
	Iteration 14Q: 3 clusters Score -237093.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -237104.625000 Penalty: 3675.532227
	Iteration 15Q: 3 clusters Score -237104.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -237117.750000 Penalty: 3675.532227
	Iteration 16Q: 3 clusters Score -237117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -237123.578125 Penalty: 3675.532227
	Iteration 17Q: 3 clusters Score -237123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -237126.953125 Penalty: 3675.532227
	Iteration 18Q: 3 clusters Score -237127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -237128.750000 Penalty: 3675.532227
	Iteration 19Q: 3 clusters Score -237128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -237129.875000 Penalty: 3675.532227
	Iteration 20F: 3 clusters Score -237129.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -237131.984375 Penalty: 3675.532227
	Iteration 21Q: 3 clusters Score -237132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -237133.625000 Penalty: 3675.532227
	Iteration 22Q: 3 clusters Score -237133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -237134.203125 Penalty: 3675.532227
	Iteration 23Q: 3 clusters Score -237134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -237135.515625 Penalty: 3675.532227
	Iteration 24Q: 3 clusters Score -237135.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -237135.515625 Penalty: 3675.532227
	Iteration 25F: 3 clusters Score -237135.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (138010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138010 members 
Entering Unmasked Estep 
Score: -21677142.000000 Penalty: 2935.100098
	Iteration 0F: 2 clusters Score -2.167714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -21588934.000000 Penalty: 5870.200195
	Iteration 0F: 3 clusters Score -2.158893e+07 nChanged 65504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -21627252.000000 Penalty: 5870.200195
	Iteration 1F: 3 clusters Score -2.162725e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -21628432.000000 Penalty: 5870.200195
	Iteration 2Q: 3 clusters Score -2.162843e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -21630036.000000 Penalty: 5870.200195
	Iteration 3Q: 3 clusters Score -2.163004e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -21632324.000000 Penalty: 5870.200195
	Iteration 4Q: 3 clusters Score -2.163232e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83670 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -21635798.000000 Penalty: 5870.200195
	Iteration 5Q: 3 clusters Score -2.16358e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -21640852.000000 Penalty: 5870.200195
	Iteration 6F: 3 clusters Score -2.164085e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98168 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -21647580.000000 Penalty: 5870.200195
	Iteration 7F: 3 clusters Score -2.164758e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106837 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -21655220.000000 Penalty: 5870.200195
	Iteration 8F: 3 clusters Score -2.165522e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114315 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -21661870.000000 Penalty: 5870.200195
	Iteration 9F: 3 clusters Score -2.166187e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119820 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -21666706.000000 Penalty: 5870.200195
	Iteration 10Q: 3 clusters Score -2.166671e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123599 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -21669708.000000 Penalty: 5870.200195
	Iteration 11Q: 3 clusters Score -2.166971e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126250 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -21671628.000000 Penalty: 5870.200195
	Iteration 12Q: 3 clusters Score -2.167163e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128302 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -21673032.000000 Penalty: 5870.200195
	Iteration 13Q: 3 clusters Score -2.167303e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -21673906.000000 Penalty: 5870.200195
	Iteration 14Q: 3 clusters Score -2.167391e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131177 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -21674498.000000 Penalty: 5870.200195
	Iteration 15Q: 3 clusters Score -2.16745e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132139 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -21674954.000000 Penalty: 5870.200195
	Iteration 16Q: 3 clusters Score -2.167495e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132870 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -21675204.000000 Penalty: 5870.200195
	Iteration 17Q: 3 clusters Score -2.16752e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133474 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -21675326.000000 Penalty: 5870.200195
	Iteration 18Q: 3 clusters Score -2.167533e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133952 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -21675406.000000 Penalty: 5870.200195
	Iteration 19Q: 3 clusters Score -2.167541e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134332 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -21675478.000000 Penalty: 5870.200195
	Iteration 20F: 3 clusters Score -2.167548e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -21675492.000000 Penalty: 5870.200195
	Iteration 21Q: 3 clusters Score -2.167549e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134951 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -21675566.000000 Penalty: 5870.200195
	Iteration 22Q: 3 clusters Score -2.167557e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135208 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21675566.000000 Penalty: 5870.200195
	Iteration 23Q: 3 clusters Score -2.167557e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135412 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -21675634.000000 Penalty: 5870.200195
	Iteration 24Q: 3 clusters Score -2.167563e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135582 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -21675598.000000 Penalty: 5870.200195
	Iteration 25Q: 3 clusters Score -2.16756e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135714 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21675572.000000 Penalty: 5870.200195
	Iteration 26Q: 3 clusters Score -2.167557e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135841 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21675542.000000 Penalty: 5870.200195
	Iteration 27Q: 3 clusters Score -2.167554e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135940 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -21675572.000000 Penalty: 5870.200195
	Iteration 28Q: 3 clusters Score -2.167557e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136010 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -21675594.000000 Penalty: 5870.200195
	Iteration 29Q: 3 clusters Score -2.167559e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136087 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21675586.000000 Penalty: 5870.200195
	Iteration 30Q: 3 clusters Score -2.167559e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136157 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -21675574.000000 Penalty: 5870.200195
	Iteration 31Q: 3 clusters Score -2.167557e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136206 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21675566.000000 Penalty: 5870.200195
	Iteration 32Q: 3 clusters Score -2.167557e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136246 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -21675538.000000 Penalty: 5870.200195
	Iteration 33Q: 3 clusters Score -2.167554e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136284 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -21675540.000000 Penalty: 5870.200195
	Iteration 34Q: 3 clusters Score -2.167554e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136330 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21675548.000000 Penalty: 5870.200195
	Iteration 35Q: 3 clusters Score -2.167555e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -21675588.000000 Penalty: 5870.200195
	Iteration 36Q: 3 clusters Score -2.167559e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136388 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -21675604.000000 Penalty: 5870.200195
	Iteration 37Q: 3 clusters Score -2.16756e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136415 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21675586.000000 Penalty: 5870.200195
	Iteration 38Q: 3 clusters Score -2.167559e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136451 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -21675600.000000 Penalty: 5870.200195
	Iteration 39Q: 3 clusters Score -2.16756e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136486 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21675646.000000 Penalty: 5870.200195
	Iteration 40F: 3 clusters Score -2.167565e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136493 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21675656.000000 Penalty: 5870.200195
	Iteration 41Q: 3 clusters Score -2.167566e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136496 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21675720.000000 Penalty: 5870.200195
	Iteration 42Q: 3 clusters Score -2.167572e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136506 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -21675782.000000 Penalty: 5870.200195
	Iteration 43Q: 3 clusters Score -2.167578e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136528 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21675838.000000 Penalty: 5870.200195
	Iteration 44Q: 3 clusters Score -2.167584e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136562 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -21675916.000000 Penalty: 5870.200195
	Iteration 45Q: 3 clusters Score -2.167592e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136592 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -21675984.000000 Penalty: 5870.200195
	Iteration 46Q: 3 clusters Score -2.167598e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136624 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21676056.000000 Penalty: 5870.200195
	Iteration 47Q: 3 clusters Score -2.167606e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136659 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -21676046.000000 Penalty: 5870.200195
	Iteration 48Q: 3 clusters Score -2.167605e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21676106.000000 Penalty: 5870.200195
	Iteration 49Q: 3 clusters Score -2.167611e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136739 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21676116.000000 Penalty: 5870.200195
	Iteration 50Q: 3 clusters Score -2.167612e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136767 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21676130.000000 Penalty: 5870.200195
	Iteration 51Q: 3 clusters Score -2.167613e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136801 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21676112.000000 Penalty: 5870.200195
	Iteration 52Q: 3 clusters Score -2.167611e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136835 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21676102.000000 Penalty: 5870.200195
	Iteration 53Q: 3 clusters Score -2.16761e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21676092.000000 Penalty: 5870.200195
	Iteration 54Q: 3 clusters Score -2.167609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136876 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -21676086.000000 Penalty: 5870.200195
	Iteration 55Q: 3 clusters Score -2.167609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136891 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -21676082.000000 Penalty: 5870.200195
	Iteration 56Q: 3 clusters Score -2.167608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136908 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21676074.000000 Penalty: 5870.200195
	Iteration 57Q: 3 clusters Score -2.167607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136932 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21676078.000000 Penalty: 5870.200195
	Iteration 58Q: 3 clusters Score -2.167608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136954 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -21676106.000000 Penalty: 5870.200195
	Iteration 59Q: 3 clusters Score -2.167611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136973 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -21676166.000000 Penalty: 5870.200195
	Iteration 60F: 3 clusters Score -2.167617e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136931 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21676276.000000 Penalty: 5870.200195
	Iteration 61Q: 3 clusters Score -2.167628e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136918 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21676338.000000 Penalty: 5870.200195
	Iteration 62Q: 3 clusters Score -2.167634e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136899 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21676392.000000 Penalty: 5870.200195
	Iteration 63Q: 3 clusters Score -2.167639e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136882 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21676458.000000 Penalty: 5870.200195
	Iteration 64Q: 3 clusters Score -2.167646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136893 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -21676492.000000 Penalty: 5870.200195
	Iteration 65Q: 3 clusters Score -2.167649e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136898 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21676556.000000 Penalty: 5870.200195
	Iteration 66Q: 3 clusters Score -2.167656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136902 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21676578.000000 Penalty: 5870.200195
	Iteration 67Q: 3 clusters Score -2.167658e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136912 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21676600.000000 Penalty: 5870.200195
	Iteration 68Q: 3 clusters Score -2.16766e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136917 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21676606.000000 Penalty: 5870.200195
	Iteration 69Q: 3 clusters Score -2.167661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136930 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21676642.000000 Penalty: 5870.200195
	Iteration 70Q: 3 clusters Score -2.167664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136951 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21676674.000000 Penalty: 5870.200195
	Iteration 71Q: 3 clusters Score -2.167667e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136969 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21676674.000000 Penalty: 5870.200195
	Iteration 72Q: 3 clusters Score -2.167667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136989 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21676664.000000 Penalty: 5870.200195
	Iteration 73Q: 3 clusters Score -2.167666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137010 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -21676702.000000 Penalty: 5870.200195
	Iteration 74Q: 3 clusters Score -2.16767e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -21676726.000000 Penalty: 5870.200195
	Iteration 75Q: 3 clusters Score -2.167673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137036 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21676744.000000 Penalty: 5870.200195
	Iteration 76Q: 3 clusters Score -2.167674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137052 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -21676752.000000 Penalty: 5870.200195
	Iteration 77Q: 3 clusters Score -2.167675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137067 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -21676776.000000 Penalty: 5870.200195
	Iteration 78Q: 3 clusters Score -2.167678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137073 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -21676778.000000 Penalty: 5870.200195
	Iteration 79Q: 3 clusters Score -2.167678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137077 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -21676812.000000 Penalty: 5870.200195
	Iteration 80F: 3 clusters Score -2.167681e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137059 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -21676828.000000 Penalty: 5870.200195
	Iteration 81Q: 3 clusters Score -2.167683e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137051 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21676788.000000 Penalty: 5870.200195
	Iteration 82Q: 3 clusters Score -2.167679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21676814.000000 Penalty: 5870.200195
	Iteration 83Q: 3 clusters Score -2.167681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21676826.000000 Penalty: 5870.200195
	Iteration 84Q: 3 clusters Score -2.167683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137041 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21676804.000000 Penalty: 5870.200195
	Iteration 85Q: 3 clusters Score -2.16768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137040 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -21676808.000000 Penalty: 5870.200195
	Iteration 86Q: 3 clusters Score -2.167681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21676830.000000 Penalty: 5870.200195
	Iteration 87Q: 3 clusters Score -2.167683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21676830.000000 Penalty: 5870.200195
	Iteration 88F: 3 clusters Score -2.167683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Entering Unmasked Estep 
Score: -2040837.875000 Penalty: 2354.627441
	Iteration 0F: 2 clusters Score -2040838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2031091.750000 Penalty: 4709.254883
	Iteration 0F: 3 clusters Score -2031092 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2034051.375000 Penalty: 4709.254883
	Iteration 1F: 3 clusters Score -2034051 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2034543.000000 Penalty: 4709.254883
	Iteration 2F: 3 clusters Score -2034543 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2035193.625000 Penalty: 4709.254883
	Iteration 3F: 3 clusters Score -2035194 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2036005.000000 Penalty: 4709.254883
	Iteration 4F: 3 clusters Score -2036005 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2036927.875000 Penalty: 4709.254883
	Iteration 5F: 3 clusters Score -2036928 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2037820.750000 Penalty: 4709.254883
	Iteration 6F: 3 clusters Score -2037821 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2038519.875000 Penalty: 4709.254883
	Iteration 7F: 3 clusters Score -2038520 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2039038.625000 Penalty: 4709.254883
	Iteration 8Q: 3 clusters Score -2039039 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2039360.375000 Penalty: 4709.254883
	Iteration 9Q: 3 clusters Score -2039360 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2039539.250000 Penalty: 4709.254883
	Iteration 10Q: 3 clusters Score -2039539 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2039645.625000 Penalty: 4709.254883
	Iteration 11Q: 3 clusters Score -2039646 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2039695.375000 Penalty: 4709.254883
	Iteration 12Q: 3 clusters Score -2039695 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2039718.375000 Penalty: 4709.254883
	Iteration 13Q: 3 clusters Score -2039718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2039734.500000 Penalty: 4709.254883
	Iteration 14Q: 3 clusters Score -2039734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2039751.000000 Penalty: 4709.254883
	Iteration 15Q: 3 clusters Score -2039751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2039751.375000 Penalty: 4709.254883
	Iteration 16Q: 3 clusters Score -2039751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2039755.250000 Penalty: 4709.254883
	Iteration 17Q: 3 clusters Score -2039755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2039757.125000 Penalty: 4709.254883
	Iteration 18Q: 3 clusters Score -2039757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2039761.625000 Penalty: 4709.254883
	Iteration 19Q: 3 clusters Score -2039762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2039763.250000 Penalty: 4709.254883
	Iteration 20F: 3 clusters Score -2039763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2039764.750000 Penalty: 4709.254883
	Iteration 21Q: 3 clusters Score -2039765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2039770.625000 Penalty: 4709.254883
	Iteration 22Q: 3 clusters Score -2039771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2039771.750000 Penalty: 4709.254883
	Iteration 23Q: 3 clusters Score -2039772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2039768.125000 Penalty: 4709.254883
	Iteration 24Q: 3 clusters Score -2039768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2039772.000000 Penalty: 4709.254883
	Iteration 25Q: 3 clusters Score -2039772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2039770.000000 Penalty: 4709.254883
	Iteration 26Q: 3 clusters Score -2039770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2039765.750000 Penalty: 4709.254883
	Iteration 27Q: 3 clusters Score -2039766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2039765.375000 Penalty: 4709.254883
	Iteration 28Q: 3 clusters Score -2039765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2039768.500000 Penalty: 4709.254883
	Iteration 29Q: 3 clusters Score -2039768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2039770.250000 Penalty: 4709.254883
	Iteration 30Q: 3 clusters Score -2039770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2039768.625000 Penalty: 4709.254883
	Iteration 31Q: 3 clusters Score -2039769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2039771.875000 Penalty: 4709.254883
	Iteration 32Q: 3 clusters Score -2039772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2039773.625000 Penalty: 4709.254883
	Iteration 33Q: 3 clusters Score -2039774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2039775.500000 Penalty: 4709.254883
	Iteration 34Q: 3 clusters Score -2039776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2039775.500000 Penalty: 4709.254883
	Iteration 35F: 3 clusters Score -2039776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -99726.781250 Penalty: 1629.926147
	Iteration 0F: 2 clusters Score -99726.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98024.460938 Penalty: 3259.852295
	Iteration 0F: 3 clusters Score -98024.46 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98269.750000 Penalty: 3259.852295
	Iteration 1F: 3 clusters Score -98269.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98381.914062 Penalty: 3259.852295
	Iteration 2F: 3 clusters Score -98381.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98437.734375 Penalty: 3259.852295
	Iteration 3Q: 3 clusters Score -98437.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98508.234375 Penalty: 3259.852295
	Iteration 4Q: 3 clusters Score -98508.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -98586.796875 Penalty: 3259.852295
	Iteration 5Q: 3 clusters Score -98586.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -98739.468750 Penalty: 3259.852295
	Iteration 6Q: 3 clusters Score -98739.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98860.218750 Penalty: 3259.852295
	Iteration 7Q: 3 clusters Score -98860.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -98901.570312 Penalty: 3259.852295
	Iteration 8Q: 3 clusters Score -98901.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98924.328125 Penalty: 3259.852295
	Iteration 9Q: 3 clusters Score -98924.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -98936.906250 Penalty: 3259.852295
	Iteration 10Q: 3 clusters Score -98936.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -98950.609375 Penalty: 3259.852295
	Iteration 11Q: 3 clusters Score -98950.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98978.242188 Penalty: 3259.852295
	Iteration 12Q: 3 clusters Score -98978.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99018.406250 Penalty: 3259.852295
	Iteration 13Q: 3 clusters Score -99018.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99034.648438 Penalty: 3259.852295
	Iteration 14Q: 3 clusters Score -99034.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -99063.929688 Penalty: 3259.852295
	Iteration 15Q: 3 clusters Score -99063.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99067.375000 Penalty: 3259.852295
	Iteration 16Q: 3 clusters Score -99067.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99067.375000 Penalty: 3259.852295
	Iteration 17F: 3 clusters Score -99067.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -142338.781250 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -142338.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -140433.703125 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -140433.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -141044.859375 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -141044.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141513.437500 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -141513.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141918.531250 Penalty: 3470.354004
	Iteration 3F: 3 clusters Score -141918.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142194.328125 Penalty: 3470.354004
	Iteration 4F: 3 clusters Score -142194.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -142441.375000 Penalty: 3470.354004
	Iteration 5F: 3 clusters Score -142441.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -142656.718750 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -142656.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -142779.828125 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -142779.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142821.578125 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -142821.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142864.750000 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -142864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142883.562500 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -142883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142887.687500 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -142887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142887.687500 Penalty: 3470.354004
	Iteration 12F: 3 clusters Score -142887.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8178 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129297 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138010 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 646 members 
Mstep: Class 20 contains 29986 members 
Mstep: Class 21 contains 34072 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96928 members 
Mstep: Class 24 contains 41860 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 447 members 
Mstep: Class 33 contains 4658 members 
Entering Unmasked Estep 
Score: -86709176.000000 Penalty: 108389.953125
Splitting cluster 19 changes total score from -86710280.000000 to -86709176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (29986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Entering Unmasked Estep 
Score: -4674327.500000 Penalty: 2556.504639
	Iteration 0F: 2 clusters Score -4674328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4653841.500000 Penalty: 5113.009277
	Iteration 0F: 3 clusters Score -4653842 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -4661631.000000 Penalty: 5113.009277
	Iteration 1F: 3 clusters Score -4661631 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4663069.500000 Penalty: 5113.009277
	Iteration 2F: 3 clusters Score -4663070 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4665003.500000 Penalty: 5113.009277
	Iteration 3F: 3 clusters Score -4665004 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4667471.500000 Penalty: 5113.009277
	Iteration 4F: 3 clusters Score -4667472 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -4669902.000000 Penalty: 5113.009277
	Iteration 5F: 3 clusters Score -4669902 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -4671564.000000 Penalty: 5113.009277
	Iteration 6F: 3 clusters Score -4671564 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4672478.000000 Penalty: 5113.009277
	Iteration 7F: 3 clusters Score -4672478 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4673044.000000 Penalty: 5113.009277
	Iteration 8Q: 3 clusters Score -4673044 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4673428.500000 Penalty: 5113.009277
	Iteration 9Q: 3 clusters Score -4673428 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4673746.500000 Penalty: 5113.009277
	Iteration 10Q: 3 clusters Score -4673746 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4673994.500000 Penalty: 5113.009277
	Iteration 11Q: 3 clusters Score -4673994 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4674221.500000 Penalty: 5113.009277
	Iteration 12Q: 3 clusters Score -4674222 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4674440.000000 Penalty: 5113.009277
	Iteration 13Q: 3 clusters Score -4674440 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4674600.000000 Penalty: 5113.009277
	Iteration 14Q: 3 clusters Score -4674600 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4674736.500000 Penalty: 5113.009277
	Iteration 15Q: 3 clusters Score -4674736 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4674823.500000 Penalty: 5113.009277
	Iteration 16Q: 3 clusters Score -4674824 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4674886.000000 Penalty: 5113.009277
	Iteration 17Q: 3 clusters Score -4674886 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4674936.500000 Penalty: 5113.009277
	Iteration 18Q: 3 clusters Score -4674936 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -4674957.000000 Penalty: 5113.009277
	Iteration 19Q: 3 clusters Score -4674957 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4674988.000000 Penalty: 5113.009277
	Iteration 20F: 3 clusters Score -4674988 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4675010.000000 Penalty: 5113.009277
	Iteration 21Q: 3 clusters Score -4675010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4675023.500000 Penalty: 5113.009277
	Iteration 22Q: 3 clusters Score -4675024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4675033.000000 Penalty: 5113.009277
	Iteration 23Q: 3 clusters Score -4675033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4675045.500000 Penalty: 5113.009277
	Iteration 24Q: 3 clusters Score -4675046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4675049.000000 Penalty: 5113.009277
	Iteration 25Q: 3 clusters Score -4675049 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -4675069.500000 Penalty: 5113.009277
	Iteration 26Q: 3 clusters Score -4675070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4675086.000000 Penalty: 5113.009277
	Iteration 27Q: 3 clusters Score -4675086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4675089.000000 Penalty: 5113.009277
	Iteration 28Q: 3 clusters Score -4675089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4675095.500000 Penalty: 5113.009277
	Iteration 29Q: 3 clusters Score -4675096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4675083.000000 Penalty: 5113.009277
	Iteration 30Q: 3 clusters Score -4675083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4675086.000000 Penalty: 5113.009277
	Iteration 31Q: 3 clusters Score -4675086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4675088.000000 Penalty: 5113.009277
	Iteration 32Q: 3 clusters Score -4675088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4675093.000000 Penalty: 5113.009277
	Iteration 33Q: 3 clusters Score -4675093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4675086.500000 Penalty: 5113.009277
	Iteration 34Q: 3 clusters Score -4675086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4675107.000000 Penalty: 5113.009277
	Iteration 35Q: 3 clusters Score -4675107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4675108.000000 Penalty: 5113.009277
	Iteration 36Q: 3 clusters Score -4675108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4675110.500000 Penalty: 5113.009277
	Iteration 37Q: 3 clusters Score -4675110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4675106.500000 Penalty: 5113.009277
	Iteration 38Q: 3 clusters Score -4675106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4675105.500000 Penalty: 5113.009277
	Iteration 39Q: 3 clusters Score -4675106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -4675102.500000 Penalty: 5113.009277
	Iteration 40F: 3 clusters Score -4675102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4675104.000000 Penalty: 5113.009277
	Iteration 41Q: 3 clusters Score -4675104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4675104.500000 Penalty: 5113.009277
	Iteration 42Q: 3 clusters Score -4675104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4675106.000000 Penalty: 5113.009277
	Iteration 43Q: 3 clusters Score -4675106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -4675099.000000 Penalty: 5113.009277
	Iteration 44Q: 3 clusters Score -4675099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4675107.000000 Penalty: 5113.009277
	Iteration 45Q: 3 clusters Score -4675107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4675099.000000 Penalty: 5113.009277
	Iteration 46Q: 3 clusters Score -4675099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4675097.500000 Penalty: 5113.009277
	Iteration 47Q: 3 clusters Score -4675098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4675097.500000 Penalty: 5113.009277
	Iteration 48F: 3 clusters Score -4675098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8178 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129297 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138010 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 11428 members 
Mstep: Class 21 contains 34072 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96928 members 
Mstep: Class 24 contains 41860 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 18558 members 
Mstep: Class 33 contains 4658 members 
Entering Unmasked Estep 
Score: -86710208.000000 Penalty: 108389.953125
Splitting cluster 20 changes total score from -86710280.000000 to -86710208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (34072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Entering Unmasked Estep 
Score: -5281996.500000 Penalty: 2588.185547
	Iteration 0F: 2 clusters Score -5281996 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 17124 members 
Entering Unmasked Estep 
Score: -5258880.500000 Penalty: 5176.371094
	Iteration 0F: 3 clusters Score -5258880 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5267222.000000 Penalty: 5176.371094
	Iteration 1F: 3 clusters Score -5267222 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5267784.500000 Penalty: 5176.371094
	Iteration 2Q: 3 clusters Score -5267784 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -5268199.500000 Penalty: 5176.371094
	Iteration 3Q: 3 clusters Score -5268200 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -5268646.500000 Penalty: 5176.371094
	Iteration 4Q: 3 clusters Score -5268646 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -5269112.000000 Penalty: 5176.371094
	Iteration 5Q: 3 clusters Score -5269112 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -5269709.000000 Penalty: 5176.371094
	Iteration 6Q: 3 clusters Score -5269709 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -5270411.000000 Penalty: 5176.371094
	Iteration 7Q: 3 clusters Score -5270411 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -5271375.500000 Penalty: 5176.371094
	Iteration 8Q: 3 clusters Score -5271376 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -5272594.000000 Penalty: 5176.371094
	Iteration 9F: 3 clusters Score -5272594 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -5274014.000000 Penalty: 5176.371094
	Iteration 10F: 3 clusters Score -5274014 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5275440.000000 Penalty: 5176.371094
	Iteration 11F: 3 clusters Score -5275440 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -5276767.000000 Penalty: 5176.371094
	Iteration 12Q: 3 clusters Score -5276767 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -5277847.000000 Penalty: 5176.371094
	Iteration 13Q: 3 clusters Score -5277847 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -5278609.500000 Penalty: 5176.371094
	Iteration 14Q: 3 clusters Score -5278610 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -5279051.500000 Penalty: 5176.371094
	Iteration 15Q: 3 clusters Score -5279052 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -5279323.000000 Penalty: 5176.371094
	Iteration 16Q: 3 clusters Score -5279323 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -5279476.500000 Penalty: 5176.371094
	Iteration 17Q: 3 clusters Score -5279476 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -5279578.000000 Penalty: 5176.371094
	Iteration 18Q: 3 clusters Score -5279578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -5279647.000000 Penalty: 5176.371094
	Iteration 19Q: 3 clusters Score -5279647 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -5279690.500000 Penalty: 5176.371094
	Iteration 20F: 3 clusters Score -5279690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -5279711.500000 Penalty: 5176.371094
	Iteration 21Q: 3 clusters Score -5279712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -5279725.000000 Penalty: 5176.371094
	Iteration 22Q: 3 clusters Score -5279725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -5279742.000000 Penalty: 5176.371094
	Iteration 23Q: 3 clusters Score -5279742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -5279748.500000 Penalty: 5176.371094
	Iteration 24Q: 3 clusters Score -5279748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5279752.000000 Penalty: 5176.371094
	Iteration 25Q: 3 clusters Score -5279752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -5279755.500000 Penalty: 5176.371094
	Iteration 26Q: 3 clusters Score -5279756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -5279772.000000 Penalty: 5176.371094
	Iteration 27Q: 3 clusters Score -5279772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5279779.500000 Penalty: 5176.371094
	Iteration 28Q: 3 clusters Score -5279780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5279786.000000 Penalty: 5176.371094
	Iteration 29Q: 3 clusters Score -5279786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -5279793.000000 Penalty: 5176.371094
	Iteration 30Q: 3 clusters Score -5279793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -5279804.500000 Penalty: 5176.371094
	Iteration 31Q: 3 clusters Score -5279804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -5279803.000000 Penalty: 5176.371094
	Iteration 32Q: 3 clusters Score -5279803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -5279801.500000 Penalty: 5176.371094
	Iteration 33Q: 3 clusters Score -5279802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -5279805.000000 Penalty: 5176.371094
	Iteration 34Q: 3 clusters Score -5279805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -5279805.000000 Penalty: 5176.371094
	Iteration 35F: 3 clusters Score -5279805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Entering Unmasked Estep 
Score: -964717.437500 Penalty: 2176.565918
	Iteration 0F: 2 clusters Score -964717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -959314.250000 Penalty: 4353.131836
	Iteration 0F: 3 clusters Score -959314.2 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -960646.812500 Penalty: 4353.131836
	Iteration 1F: 3 clusters Score -960646.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -960887.750000 Penalty: 4353.131836
	Iteration 2F: 3 clusters Score -960887.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -961027.937500 Penalty: 4353.131836
	Iteration 3Q: 3 clusters Score -961027.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -961131.500000 Penalty: 4353.131836
	Iteration 4Q: 3 clusters Score -961131.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -961220.562500 Penalty: 4353.131836
	Iteration 5Q: 3 clusters Score -961220.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -961312.562500 Penalty: 4353.131836
	Iteration 6Q: 3 clusters Score -961312.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -961412.375000 Penalty: 4353.131836
	Iteration 7Q: 3 clusters Score -961412.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -961496.687500 Penalty: 4353.131836
	Iteration 8Q: 3 clusters Score -961496.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -961585.750000 Penalty: 4353.131836
	Iteration 9Q: 3 clusters Score -961585.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -961662.312500 Penalty: 4353.131836
	Iteration 10Q: 3 clusters Score -961662.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -961741.312500 Penalty: 4353.131836
	Iteration 11Q: 3 clusters Score -961741.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -961825.187500 Penalty: 4353.131836
	Iteration 12Q: 3 clusters Score -961825.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -961921.437500 Penalty: 4353.131836
	Iteration 13Q: 3 clusters Score -961921.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -962032.125000 Penalty: 4353.131836
	Iteration 14Q: 3 clusters Score -962032.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -962156.562500 Penalty: 4353.131836
	Iteration 15Q: 3 clusters Score -962156.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -962273.125000 Penalty: 4353.131836
	Iteration 16Q: 3 clusters Score -962273.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -962388.875000 Penalty: 4353.131836
	Iteration 17Q: 3 clusters Score -962388.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -962526.937500 Penalty: 4353.131836
	Iteration 18Q: 3 clusters Score -962526.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -962651.125000 Penalty: 4353.131836
	Iteration 19Q: 3 clusters Score -962651.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -962751.875000 Penalty: 4353.131836
	Iteration 20F: 3 clusters Score -962751.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -962841.312500 Penalty: 4353.131836
	Iteration 21Q: 3 clusters Score -962841.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -962941.062500 Penalty: 4353.131836
	Iteration 22Q: 3 clusters Score -962941.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -963030.000000 Penalty: 4353.131836
	Iteration 23Q: 3 clusters Score -963030 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -963117.625000 Penalty: 4353.131836
	Iteration 24Q: 3 clusters Score -963117.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -963177.187500 Penalty: 4353.131836
	Iteration 25Q: 3 clusters Score -963177.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -963229.625000 Penalty: 4353.131836
	Iteration 26Q: 3 clusters Score -963229.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -963275.062500 Penalty: 4353.131836
	Iteration 27Q: 3 clusters Score -963275.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -963317.000000 Penalty: 4353.131836
	Iteration 28Q: 3 clusters Score -963317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -963348.937500 Penalty: 4353.131836
	Iteration 29Q: 3 clusters Score -963348.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -963371.250000 Penalty: 4353.131836
	Iteration 30Q: 3 clusters Score -963371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -963382.750000 Penalty: 4353.131836
	Iteration 31Q: 3 clusters Score -963382.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -963395.500000 Penalty: 4353.131836
	Iteration 32Q: 3 clusters Score -963395.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -963399.625000 Penalty: 4353.131836
	Iteration 33Q: 3 clusters Score -963399.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -963405.125000 Penalty: 4353.131836
	Iteration 34Q: 3 clusters Score -963405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -963407.187500 Penalty: 4353.131836
	Iteration 35Q: 3 clusters Score -963407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -963411.125000 Penalty: 4353.131836
	Iteration 36Q: 3 clusters Score -963411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -963412.562500 Penalty: 4353.131836
	Iteration 37Q: 3 clusters Score -963412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -963415.375000 Penalty: 4353.131836
	Iteration 38Q: 3 clusters Score -963415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -963415.062500 Penalty: 4353.131836
	Iteration 39Q: 3 clusters Score -963415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -963415.062500 Penalty: 4353.131836
	Iteration 40F: 3 clusters Score -963415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Entering Unmasked Estep 
Score: -15292064.000000 Penalty: 2847.467529
	Iteration 0F: 2 clusters Score -1.529206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -15228761.000000 Penalty: 5694.935059
	Iteration 0F: 3 clusters Score -1.522876e+07 nChanged 45705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -15254694.000000 Penalty: 5694.935059
	Iteration 1F: 3 clusters Score -1.525469e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -15255866.000000 Penalty: 5694.935059
	Iteration 2Q: 3 clusters Score -1.525587e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -15257203.000000 Penalty: 5694.935059
	Iteration 3Q: 3 clusters Score -1.52572e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -15258800.000000 Penalty: 5694.935059
	Iteration 4Q: 3 clusters Score -1.52588e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -15260717.000000 Penalty: 5694.935059
	Iteration 5Q: 3 clusters Score -1.526072e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -15263256.000000 Penalty: 5694.935059
	Iteration 6F: 3 clusters Score -1.526326e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -15266364.000000 Penalty: 5694.935059
	Iteration 7F: 3 clusters Score -1.526636e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -15270127.000000 Penalty: 5694.935059
	Iteration 8F: 3 clusters Score -1.527013e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -15273727.000000 Penalty: 5694.935059
	Iteration 9F: 3 clusters Score -1.527373e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -15277018.000000 Penalty: 5694.935059
	Iteration 10F: 3 clusters Score -1.527702e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -15279063.000000 Penalty: 5694.935059
	Iteration 11Q: 3 clusters Score -1.527906e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -15280386.000000 Penalty: 5694.935059
	Iteration 12Q: 3 clusters Score -1.528039e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -15280953.000000 Penalty: 5694.935059
	Iteration 13Q: 3 clusters Score -1.528095e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -15281319.000000 Penalty: 5694.935059
	Iteration 14Q: 3 clusters Score -1.528132e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -15281606.000000 Penalty: 5694.935059
	Iteration 15Q: 3 clusters Score -1.528161e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -15281843.000000 Penalty: 5694.935059
	Iteration 16Q: 3 clusters Score -1.528184e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -15282000.000000 Penalty: 5694.935059
	Iteration 17Q: 3 clusters Score -1.5282e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -15282221.000000 Penalty: 5694.935059
	Iteration 18Q: 3 clusters Score -1.528222e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -15282456.000000 Penalty: 5694.935059
	Iteration 19Q: 3 clusters Score -1.528246e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -15282756.000000 Penalty: 5694.935059
	Iteration 20F: 3 clusters Score -1.528276e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -15283067.000000 Penalty: 5694.935059
	Iteration 21Q: 3 clusters Score -1.528307e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -15283291.000000 Penalty: 5694.935059
	Iteration 22Q: 3 clusters Score -1.528329e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -15283680.000000 Penalty: 5694.935059
	Iteration 23Q: 3 clusters Score -1.528368e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76677 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -15284055.000000 Penalty: 5694.935059
	Iteration 24Q: 3 clusters Score -1.528406e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -15284444.000000 Penalty: 5694.935059
	Iteration 25Q: 3 clusters Score -1.528444e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -15284776.000000 Penalty: 5694.935059
	Iteration 26Q: 3 clusters Score -1.528478e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -15285157.000000 Penalty: 5694.935059
	Iteration 27Q: 3 clusters Score -1.528516e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -15285473.000000 Penalty: 5694.935059
	Iteration 28Q: 3 clusters Score -1.528547e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -15285821.000000 Penalty: 5694.935059
	Iteration 29Q: 3 clusters Score -1.528582e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -15286135.000000 Penalty: 5694.935059
	Iteration 30Q: 3 clusters Score -1.528614e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -15286475.000000 Penalty: 5694.935059
	Iteration 31Q: 3 clusters Score -1.528648e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -15286823.000000 Penalty: 5694.935059
	Iteration 32Q: 3 clusters Score -1.528682e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -15287162.000000 Penalty: 5694.935059
	Iteration 33Q: 3 clusters Score -1.528716e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -15287390.000000 Penalty: 5694.935059
	Iteration 34Q: 3 clusters Score -1.528739e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88306 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -15287707.000000 Penalty: 5694.935059
	Iteration 35Q: 3 clusters Score -1.528771e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -15287950.000000 Penalty: 5694.935059
	Iteration 36Q: 3 clusters Score -1.528795e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -15288243.000000 Penalty: 5694.935059
	Iteration 37Q: 3 clusters Score -1.528824e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -15288457.000000 Penalty: 5694.935059
	Iteration 38Q: 3 clusters Score -1.528846e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91129 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -15288669.000000 Penalty: 5694.935059
	Iteration 39Q: 3 clusters Score -1.528867e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -15288804.000000 Penalty: 5694.935059
	Iteration 40F: 3 clusters Score -1.52888e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -15288985.000000 Penalty: 5694.935059
	Iteration 41Q: 3 clusters Score -1.528898e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -15289102.000000 Penalty: 5694.935059
	Iteration 42Q: 3 clusters Score -1.52891e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92832 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -15289192.000000 Penalty: 5694.935059
	Iteration 43Q: 3 clusters Score -1.528919e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -15289299.000000 Penalty: 5694.935059
	Iteration 44Q: 3 clusters Score -1.52893e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -15289366.000000 Penalty: 5694.935059
	Iteration 45Q: 3 clusters Score -1.528937e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -15289443.000000 Penalty: 5694.935059
	Iteration 46Q: 3 clusters Score -1.528944e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -15289496.000000 Penalty: 5694.935059
	Iteration 47Q: 3 clusters Score -1.52895e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -15289596.000000 Penalty: 5694.935059
	Iteration 48Q: 3 clusters Score -1.52896e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -15289652.000000 Penalty: 5694.935059
	Iteration 49Q: 3 clusters Score -1.528965e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -15289705.000000 Penalty: 5694.935059
	Iteration 50Q: 3 clusters Score -1.52897e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94508 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15289763.000000 Penalty: 5694.935059
	Iteration 51Q: 3 clusters Score -1.528976e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94619 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -15289814.000000 Penalty: 5694.935059
	Iteration 52Q: 3 clusters Score -1.528981e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94704 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -15289840.000000 Penalty: 5694.935059
	Iteration 53Q: 3 clusters Score -1.528984e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94768 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -15289841.000000 Penalty: 5694.935059
	Iteration 54Q: 3 clusters Score -1.528984e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94822 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -15289882.000000 Penalty: 5694.935059
	Iteration 55Q: 3 clusters Score -1.528988e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -15289880.000000 Penalty: 5694.935059
	Iteration 56Q: 3 clusters Score -1.528988e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -15289911.000000 Penalty: 5694.935059
	Iteration 57Q: 3 clusters Score -1.528991e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -15289927.000000 Penalty: 5694.935059
	Iteration 58Q: 3 clusters Score -1.528993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -15289934.000000 Penalty: 5694.935059
	Iteration 59Q: 3 clusters Score -1.528993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95004 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -15289945.000000 Penalty: 5694.935059
	Iteration 60F: 3 clusters Score -1.528994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95026 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -15289972.000000 Penalty: 5694.935059
	Iteration 61Q: 3 clusters Score -1.528997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15289954.000000 Penalty: 5694.935059
	Iteration 62Q: 3 clusters Score -1.528995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15289944.000000 Penalty: 5694.935059
	Iteration 63Q: 3 clusters Score -1.528994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -15289945.000000 Penalty: 5694.935059
	Iteration 64Q: 3 clusters Score -1.528994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95100 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -15289973.000000 Penalty: 5694.935059
	Iteration 65Q: 3 clusters Score -1.528997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -15289982.000000 Penalty: 5694.935059
	Iteration 66Q: 3 clusters Score -1.528998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -15289987.000000 Penalty: 5694.935059
	Iteration 67Q: 3 clusters Score -1.528999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -15289977.000000 Penalty: 5694.935059
	Iteration 68Q: 3 clusters Score -1.528998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -15289967.000000 Penalty: 5694.935059
	Iteration 69Q: 3 clusters Score -1.528997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -15289982.000000 Penalty: 5694.935059
	Iteration 70Q: 3 clusters Score -1.528998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -15289976.000000 Penalty: 5694.935059
	Iteration 71Q: 3 clusters Score -1.528998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95193 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -15289971.000000 Penalty: 5694.935059
	Iteration 72Q: 3 clusters Score -1.528997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95197 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -15289975.000000 Penalty: 5694.935059
	Iteration 73Q: 3 clusters Score -1.528998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -15289981.000000 Penalty: 5694.935059
	Iteration 74Q: 3 clusters Score -1.528998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95200 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15289972.000000 Penalty: 5694.935059
	Iteration 75Q: 3 clusters Score -1.528997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -15289982.000000 Penalty: 5694.935059
	Iteration 76Q: 3 clusters Score -1.528998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95201 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -15289966.000000 Penalty: 5694.935059
	Iteration 77Q: 3 clusters Score -1.528997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95204 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -15289973.000000 Penalty: 5694.935059
	Iteration 78Q: 3 clusters Score -1.528997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -15289980.000000 Penalty: 5694.935059
	Iteration 79Q: 3 clusters Score -1.528998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95209 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -15289970.000000 Penalty: 5694.935059
	Iteration 80F: 3 clusters Score -1.528997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -15289968.000000 Penalty: 5694.935059
	Iteration 81Q: 3 clusters Score -1.528997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -15289971.000000 Penalty: 5694.935059
	Iteration 82Q: 3 clusters Score -1.528997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -15289977.000000 Penalty: 5694.935059
	Iteration 83Q: 3 clusters Score -1.528998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -15289974.000000 Penalty: 5694.935059
	Iteration 84Q: 3 clusters Score -1.528997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -15289967.000000 Penalty: 5694.935059
	Iteration 85Q: 3 clusters Score -1.528997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15289961.000000 Penalty: 5694.935059
	Iteration 86Q: 3 clusters Score -1.528996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -15289968.000000 Penalty: 5694.935059
	Iteration 87Q: 3 clusters Score -1.528997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -15289965.000000 Penalty: 5694.935059
	Iteration 88Q: 3 clusters Score -1.528996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15289970.000000 Penalty: 5694.935059
	Iteration 89Q: 3 clusters Score -1.528997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -15289974.000000 Penalty: 5694.935059
	Iteration 90Q: 3 clusters Score -1.528997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15289978.000000 Penalty: 5694.935059
	Iteration 91Q: 3 clusters Score -1.528998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95234 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -15289987.000000 Penalty: 5694.935059
	Iteration 92Q: 3 clusters Score -1.528999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -15289992.000000 Penalty: 5694.935059
	Iteration 93Q: 3 clusters Score -1.528999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15289988.000000 Penalty: 5694.935059
	Iteration 94Q: 3 clusters Score -1.528999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95240 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -15289985.000000 Penalty: 5694.935059
	Iteration 95Q: 3 clusters Score -1.528998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15289982.000000 Penalty: 5694.935059
	Iteration 96Q: 3 clusters Score -1.528998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -15289982.000000 Penalty: 5694.935059
	Iteration 97F: 3 clusters Score -1.528998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Entering Unmasked Estep 
Score: -6493037.500000 Penalty: 2639.237305
	Iteration 0F: 2 clusters Score -6493038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -6464647.500000 Penalty: 5278.474609
	Iteration 0F: 3 clusters Score -6464648 nChanged 19271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -6475241.000000 Penalty: 5278.474609
	Iteration 1F: 3 clusters Score -6475241 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -6475844.500000 Penalty: 5278.474609
	Iteration 2Q: 3 clusters Score -6475844 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -6476362.500000 Penalty: 5278.474609
	Iteration 3Q: 3 clusters Score -6476362 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -6476969.500000 Penalty: 5278.474609
	Iteration 4Q: 3 clusters Score -6476970 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -6477680.500000 Penalty: 5278.474609
	Iteration 5Q: 3 clusters Score -6477680 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6478602.500000 Penalty: 5278.474609
	Iteration 6Q: 3 clusters Score -6478602 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -6479835.000000 Penalty: 5278.474609
	Iteration 7Q: 3 clusters Score -6479835 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -6481417.500000 Penalty: 5278.474609
	Iteration 8F: 3 clusters Score -6481418 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -6483093.500000 Penalty: 5278.474609
	Iteration 9F: 3 clusters Score -6483094 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -6484678.500000 Penalty: 5278.474609
	Iteration 10F: 3 clusters Score -6484678 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -6486020.500000 Penalty: 5278.474609
	Iteration 11Q: 3 clusters Score -6486020 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -6487201.000000 Penalty: 5278.474609
	Iteration 12Q: 3 clusters Score -6487201 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6488190.500000 Penalty: 5278.474609
	Iteration 13Q: 3 clusters Score -6488190 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6488916.000000 Penalty: 5278.474609
	Iteration 14Q: 3 clusters Score -6488916 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6489546.500000 Penalty: 5278.474609
	Iteration 15Q: 3 clusters Score -6489546 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6489998.000000 Penalty: 5278.474609
	Iteration 16Q: 3 clusters Score -6489998 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6490272.500000 Penalty: 5278.474609
	Iteration 17Q: 3 clusters Score -6490272 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6490441.000000 Penalty: 5278.474609
	Iteration 18Q: 3 clusters Score -6490441 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6490538.500000 Penalty: 5278.474609
	Iteration 19Q: 3 clusters Score -6490538 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6490595.500000 Penalty: 5278.474609
	Iteration 20F: 3 clusters Score -6490596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6490637.000000 Penalty: 5278.474609
	Iteration 21Q: 3 clusters Score -6490637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6490664.000000 Penalty: 5278.474609
	Iteration 22Q: 3 clusters Score -6490664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6490679.500000 Penalty: 5278.474609
	Iteration 23Q: 3 clusters Score -6490680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6490718.000000 Penalty: 5278.474609
	Iteration 24Q: 3 clusters Score -6490718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6490727.000000 Penalty: 5278.474609
	Iteration 25Q: 3 clusters Score -6490727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6490741.500000 Penalty: 5278.474609
	Iteration 26Q: 3 clusters Score -6490742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6490740.000000 Penalty: 5278.474609
	Iteration 27Q: 3 clusters Score -6490740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6490741.000000 Penalty: 5278.474609
	Iteration 28Q: 3 clusters Score -6490741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6490748.000000 Penalty: 5278.474609
	Iteration 29Q: 3 clusters Score -6490748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6490747.000000 Penalty: 5278.474609
	Iteration 30Q: 3 clusters Score -6490747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6490746.500000 Penalty: 5278.474609
	Iteration 31Q: 3 clusters Score -6490746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6490751.500000 Penalty: 5278.474609
	Iteration 32Q: 3 clusters Score -6490752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6490752.000000 Penalty: 5278.474609
	Iteration 33Q: 3 clusters Score -6490752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6490752.000000 Penalty: 5278.474609
	Iteration 34F: 3 clusters Score -6490752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -128331.164062 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -128331.2 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 486 members 
Entering Unmasked Estep 
Score: -126487.093750 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -126487.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -127123.203125 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -127123.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127512.429688 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -127512.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -127691.164062 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -127691.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -127812.187500 Penalty: 3401.848145
	Iteration 4F: 3 clusters Score -127812.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -127926.093750 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -127926.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -127976.250000 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -127976.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -128012.390625 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -128012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -128043.453125 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -128043.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -128078.953125 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -128079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -128114.351562 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -128114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -128131.507812 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -128131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128143.859375 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -128143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128150.062500 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -128150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -128150.062500 Penalty: 3401.848145
	Iteration 14F: 3 clusters Score -128150.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -140583.968750 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -140584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -138622.843750 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -138622.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -139023.000000 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -139023 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -139240.140625 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -139240.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139370.156250 Penalty: 3438.977783
	Iteration 3F: 3 clusters Score -139370.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139456.562500 Penalty: 3438.977783
	Iteration 4F: 3 clusters Score -139456.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139527.265625 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -139527.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -139594.156250 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -139594.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139657.031250 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -139657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -139708.203125 Penalty: 3438.977783
	Iteration 8Q: 3 clusters Score -139708.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -139763.906250 Penalty: 3438.977783
	Iteration 9Q: 3 clusters Score -139763.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139815.937500 Penalty: 3438.977783
	Iteration 10Q: 3 clusters Score -139815.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -139848.453125 Penalty: 3438.977783
	Iteration 11Q: 3 clusters Score -139848.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139890.906250 Penalty: 3438.977783
	Iteration 12Q: 3 clusters Score -139890.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -139923.703125 Penalty: 3438.977783
	Iteration 13Q: 3 clusters Score -139923.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139945.296875 Penalty: 3438.977783
	Iteration 14Q: 3 clusters Score -139945.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139969.312500 Penalty: 3438.977783
	Iteration 15Q: 3 clusters Score -139969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139987.750000 Penalty: 3438.977783
	Iteration 16Q: 3 clusters Score -139987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -140006.562500 Penalty: 3438.977783
	Iteration 17Q: 3 clusters Score -140006.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -140014.765625 Penalty: 3438.977783
	Iteration 18Q: 3 clusters Score -140014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -140023.937500 Penalty: 3438.977783
	Iteration 19Q: 3 clusters Score -140023.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140038.140625 Penalty: 3438.977783
	Iteration 20F: 3 clusters Score -140038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -140058.515625 Penalty: 3438.977783
	Iteration 21Q: 3 clusters Score -140058.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140075.109375 Penalty: 3438.977783
	Iteration 22Q: 3 clusters Score -140075.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140091.796875 Penalty: 3438.977783
	Iteration 23Q: 3 clusters Score -140091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -140111.640625 Penalty: 3438.977783
	Iteration 24Q: 3 clusters Score -140111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140116.031250 Penalty: 3438.977783
	Iteration 25Q: 3 clusters Score -140116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140122.343750 Penalty: 3438.977783
	Iteration 26Q: 3 clusters Score -140122.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140127.593750 Penalty: 3438.977783
	Iteration 27Q: 3 clusters Score -140127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140130.906250 Penalty: 3438.977783
	Iteration 28Q: 3 clusters Score -140130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140134.062500 Penalty: 3438.977783
	Iteration 29Q: 3 clusters Score -140134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -140135.687500 Penalty: 3438.977783
	Iteration 30Q: 3 clusters Score -140135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140137.734375 Penalty: 3438.977783
	Iteration 31Q: 3 clusters Score -140137.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -140137.734375 Penalty: 3438.977783
	Iteration 32F: 3 clusters Score -140137.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -82502.578125 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -82502.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80896.773438 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -80896.77 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81137.296875 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -81137.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81219.000000 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -81219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81266.546875 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -81266.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81278.273438 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -81278.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81283.468750 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -81283.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81289.015625 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -81289.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81299.757812 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -81299.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81305.093750 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -81305.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81310.046875 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -81310.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81312.757812 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -81312.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81315.781250 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -81315.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81315.781250 Penalty: 3191.535156
	Iteration 12F: 3 clusters Score -81315.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -92934.585938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -92934.59 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 333 members 
Entering Unmasked Estep 
Score: -91261.265625 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -91261.27 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91483.312500 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -91483.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91556.898438 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -91556.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91597.039062 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -91597.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91624.390625 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -91624.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91630.101562 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -91630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -91647.156250 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -91647.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91659.500000 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -91659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91666.054688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -91666.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91671.781250 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -91671.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91675.742188 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -91675.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91678.789062 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -91678.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91678.789062 Penalty: 3219.398926
	Iteration 12F: 3 clusters Score -91678.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -212842.953125 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -212843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -210580.250000 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -210580.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -210975.609375 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -210975.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -211122.531250 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -211122.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -211212.453125 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -211212.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -211250.140625 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -211250.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -211276.671875 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -211276.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -211301.828125 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -211301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -211316.968750 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -211317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -211335.093750 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -211335.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -211359.406250 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -211359.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -211377.156250 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -211377.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -211392.656250 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -211392.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -211410.703125 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -211410.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -211421.765625 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -211421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -211427.984375 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -211428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -211434.093750 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -211434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -211439.296875 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -211439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -211444.000000 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -211444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -211447.093750 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -211447.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -211451.312500 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -211451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -211451.578125 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -211451.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Entering Unmasked Estep 
Score: -1382866.750000 Penalty: 2254.398682
	Iteration 0F: 2 clusters Score -1382867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1375968.500000 Penalty: 4508.797363
	Iteration 0F: 3 clusters Score -1375968 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1377856.500000 Penalty: 4508.797363
	Iteration 1F: 3 clusters Score -1377856 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1378112.125000 Penalty: 4508.797363
	Iteration 2F: 3 clusters Score -1378112 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1378272.625000 Penalty: 4508.797363
	Iteration 3Q: 3 clusters Score -1378273 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1378376.750000 Penalty: 4508.797363
	Iteration 4Q: 3 clusters Score -1378377 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1378453.875000 Penalty: 4508.797363
	Iteration 5Q: 3 clusters Score -1378454 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1378511.000000 Penalty: 4508.797363
	Iteration 6Q: 3 clusters Score -1378511 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1378551.625000 Penalty: 4508.797363
	Iteration 7Q: 3 clusters Score -1378552 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1378586.000000 Penalty: 4508.797363
	Iteration 8Q: 3 clusters Score -1378586 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1378619.375000 Penalty: 4508.797363
	Iteration 9Q: 3 clusters Score -1378619 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1378658.250000 Penalty: 4508.797363
	Iteration 10Q: 3 clusters Score -1378658 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1378695.750000 Penalty: 4508.797363
	Iteration 11Q: 3 clusters Score -1378696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1378736.625000 Penalty: 4508.797363
	Iteration 12Q: 3 clusters Score -1378737 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1378774.375000 Penalty: 4508.797363
	Iteration 13Q: 3 clusters Score -1378774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1378813.250000 Penalty: 4508.797363
	Iteration 14Q: 3 clusters Score -1378813 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1378847.750000 Penalty: 4508.797363
	Iteration 15Q: 3 clusters Score -1378848 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1378891.625000 Penalty: 4508.797363
	Iteration 16Q: 3 clusters Score -1378892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1378938.500000 Penalty: 4508.797363
	Iteration 17Q: 3 clusters Score -1378938 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1378988.000000 Penalty: 4508.797363
	Iteration 18Q: 3 clusters Score -1378988 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1379031.000000 Penalty: 4508.797363
	Iteration 19Q: 3 clusters Score -1379031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1379071.875000 Penalty: 4508.797363
	Iteration 20F: 3 clusters Score -1379072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1379117.375000 Penalty: 4508.797363
	Iteration 21Q: 3 clusters Score -1379117 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1379175.125000 Penalty: 4508.797363
	Iteration 22Q: 3 clusters Score -1379175 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1379233.625000 Penalty: 4508.797363
	Iteration 23Q: 3 clusters Score -1379234 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1379280.625000 Penalty: 4508.797363
	Iteration 24Q: 3 clusters Score -1379281 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1379333.375000 Penalty: 4508.797363
	Iteration 25Q: 3 clusters Score -1379333 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1379382.125000 Penalty: 4508.797363
	Iteration 26Q: 3 clusters Score -1379382 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1379436.500000 Penalty: 4508.797363
	Iteration 27Q: 3 clusters Score -1379436 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1379500.625000 Penalty: 4508.797363
	Iteration 28Q: 3 clusters Score -1379501 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1379561.750000 Penalty: 4508.797363
	Iteration 29Q: 3 clusters Score -1379562 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1379635.875000 Penalty: 4508.797363
	Iteration 30Q: 3 clusters Score -1379636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1379715.375000 Penalty: 4508.797363
	Iteration 31Q: 3 clusters Score -1379715 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1379783.625000 Penalty: 4508.797363
	Iteration 32Q: 3 clusters Score -1379784 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1379857.000000 Penalty: 4508.797363
	Iteration 33Q: 3 clusters Score -1379857 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1379935.875000 Penalty: 4508.797363
	Iteration 34Q: 3 clusters Score -1379936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1380011.625000 Penalty: 4508.797363
	Iteration 35Q: 3 clusters Score -1380012 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1380080.500000 Penalty: 4508.797363
	Iteration 36Q: 3 clusters Score -1380080 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1380146.000000 Penalty: 4508.797363
	Iteration 37Q: 3 clusters Score -1380146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1380198.125000 Penalty: 4508.797363
	Iteration 38Q: 3 clusters Score -1380198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1380243.125000 Penalty: 4508.797363
	Iteration 39Q: 3 clusters Score -1380243 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1380291.000000 Penalty: 4508.797363
	Iteration 40F: 3 clusters Score -1380291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1380322.875000 Penalty: 4508.797363
	Iteration 41Q: 3 clusters Score -1380323 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1380354.375000 Penalty: 4508.797363
	Iteration 42Q: 3 clusters Score -1380354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1380375.500000 Penalty: 4508.797363
	Iteration 43Q: 3 clusters Score -1380376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1380399.500000 Penalty: 4508.797363
	Iteration 44Q: 3 clusters Score -1380400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1380419.125000 Penalty: 4508.797363
	Iteration 45Q: 3 clusters Score -1380419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1380436.500000 Penalty: 4508.797363
	Iteration 46Q: 3 clusters Score -1380436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1380453.750000 Penalty: 4508.797363
	Iteration 47Q: 3 clusters Score -1380454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1380464.500000 Penalty: 4508.797363
	Iteration 48Q: 3 clusters Score -1380464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1380475.875000 Penalty: 4508.797363
	Iteration 49Q: 3 clusters Score -1380476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1380493.875000 Penalty: 4508.797363
	Iteration 50Q: 3 clusters Score -1380494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1380512.500000 Penalty: 4508.797363
	Iteration 51Q: 3 clusters Score -1380512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1380531.875000 Penalty: 4508.797363
	Iteration 52Q: 3 clusters Score -1380532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1380548.000000 Penalty: 4508.797363
	Iteration 53Q: 3 clusters Score -1380548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1380563.750000 Penalty: 4508.797363
	Iteration 54Q: 3 clusters Score -1380564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1380577.750000 Penalty: 4508.797363
	Iteration 55Q: 3 clusters Score -1380578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1380592.125000 Penalty: 4508.797363
	Iteration 56Q: 3 clusters Score -1380592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1380603.500000 Penalty: 4508.797363
	Iteration 57Q: 3 clusters Score -1380604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1380615.250000 Penalty: 4508.797363
	Iteration 58Q: 3 clusters Score -1380615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1380626.250000 Penalty: 4508.797363
	Iteration 59Q: 3 clusters Score -1380626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1380635.750000 Penalty: 4508.797363
	Iteration 60F: 3 clusters Score -1380636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1380650.500000 Penalty: 4508.797363
	Iteration 61Q: 3 clusters Score -1380650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1380655.125000 Penalty: 4508.797363
	Iteration 62Q: 3 clusters Score -1380655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1380665.500000 Penalty: 4508.797363
	Iteration 63Q: 3 clusters Score -1380666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1380676.375000 Penalty: 4508.797363
	Iteration 64Q: 3 clusters Score -1380676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1380688.500000 Penalty: 4508.797363
	Iteration 65Q: 3 clusters Score -1380688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1380703.375000 Penalty: 4508.797363
	Iteration 66Q: 3 clusters Score -1380703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1380713.000000 Penalty: 4508.797363
	Iteration 67Q: 3 clusters Score -1380713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1380723.000000 Penalty: 4508.797363
	Iteration 68Q: 3 clusters Score -1380723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1380735.500000 Penalty: 4508.797363
	Iteration 69Q: 3 clusters Score -1380736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1380745.000000 Penalty: 4508.797363
	Iteration 70Q: 3 clusters Score -1380745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1380760.375000 Penalty: 4508.797363
	Iteration 71Q: 3 clusters Score -1380760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1380766.000000 Penalty: 4508.797363
	Iteration 72Q: 3 clusters Score -1380766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1380781.250000 Penalty: 4508.797363
	Iteration 73Q: 3 clusters Score -1380781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1380790.500000 Penalty: 4508.797363
	Iteration 74Q: 3 clusters Score -1380790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1380797.500000 Penalty: 4508.797363
	Iteration 75Q: 3 clusters Score -1380798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1380805.375000 Penalty: 4508.797363
	Iteration 76Q: 3 clusters Score -1380805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1380811.250000 Penalty: 4508.797363
	Iteration 77Q: 3 clusters Score -1380811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1380814.750000 Penalty: 4508.797363
	Iteration 78Q: 3 clusters Score -1380815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1380820.000000 Penalty: 4508.797363
	Iteration 79Q: 3 clusters Score -1380820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1380821.250000 Penalty: 4508.797363
	Iteration 80F: 3 clusters Score -1380821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1380823.625000 Penalty: 4508.797363
	Iteration 81Q: 3 clusters Score -1380824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1380830.250000 Penalty: 4508.797363
	Iteration 82Q: 3 clusters Score -1380830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1380835.875000 Penalty: 4508.797363
	Iteration 83Q: 3 clusters Score -1380836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1380839.250000 Penalty: 4508.797363
	Iteration 84Q: 3 clusters Score -1380839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1380842.750000 Penalty: 4508.797363
	Iteration 85Q: 3 clusters Score -1380843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1380848.000000 Penalty: 4508.797363
	Iteration 86Q: 3 clusters Score -1380848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1380849.125000 Penalty: 4508.797363
	Iteration 87Q: 3 clusters Score -1380849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1380852.000000 Penalty: 4508.797363
	Iteration 88Q: 3 clusters Score -1380852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1380855.625000 Penalty: 4508.797363
	Iteration 89Q: 3 clusters Score -1380856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1380859.750000 Penalty: 4508.797363
	Iteration 90Q: 3 clusters Score -1380860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1380863.125000 Penalty: 4508.797363
	Iteration 91Q: 3 clusters Score -1380863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1380868.000000 Penalty: 4508.797363
	Iteration 92Q: 3 clusters Score -1380868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1380872.500000 Penalty: 4508.797363
	Iteration 93Q: 3 clusters Score -1380872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1380873.250000 Penalty: 4508.797363
	Iteration 94Q: 3 clusters Score -1380873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1380874.625000 Penalty: 4508.797363
	Iteration 95Q: 3 clusters Score -1380875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1380882.125000 Penalty: 4508.797363
	Iteration 96Q: 3 clusters Score -1380882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1380882.000000 Penalty: 4508.797363
	Iteration 97Q: 3 clusters Score -1380882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1380882.000000 Penalty: 4508.797363
	Iteration 98F: 3 clusters Score -1380882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -23800.779297 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -23800.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22716.195312 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -22716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22807.283203 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -22807.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22895.048828 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -22895.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22946.517578 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -22946.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22946.517578 Penalty: 2612.857666
	Iteration 4F: 3 clusters Score -22946.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Entering Unmasked Estep 
Score: -722200.875000 Penalty: 2094.692627
	Iteration 0F: 2 clusters Score -722200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -717904.250000 Penalty: 4189.385254
	Iteration 0F: 3 clusters Score -717904.2 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -718908.062500 Penalty: 4189.385254
	Iteration 1F: 3 clusters Score -718908.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -719103.125000 Penalty: 4189.385254
	Iteration 2F: 3 clusters Score -719103.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -719223.750000 Penalty: 4189.385254
	Iteration 3Q: 3 clusters Score -719223.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -719303.500000 Penalty: 4189.385254
	Iteration 4Q: 3 clusters Score -719303.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -719363.250000 Penalty: 4189.385254
	Iteration 5Q: 3 clusters Score -719363.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -719409.500000 Penalty: 4189.385254
	Iteration 6Q: 3 clusters Score -719409.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -719465.812500 Penalty: 4189.385254
	Iteration 7Q: 3 clusters Score -719465.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -719529.062500 Penalty: 4189.385254
	Iteration 8Q: 3 clusters Score -719529.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -719588.562500 Penalty: 4189.385254
	Iteration 9Q: 3 clusters Score -719588.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -719650.625000 Penalty: 4189.385254
	Iteration 10Q: 3 clusters Score -719650.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -719711.312500 Penalty: 4189.385254
	Iteration 11Q: 3 clusters Score -719711.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -719772.375000 Penalty: 4189.385254
	Iteration 12Q: 3 clusters Score -719772.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -719829.937500 Penalty: 4189.385254
	Iteration 13Q: 3 clusters Score -719829.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -719877.437500 Penalty: 4189.385254
	Iteration 14Q: 3 clusters Score -719877.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -719923.812500 Penalty: 4189.385254
	Iteration 15Q: 3 clusters Score -719923.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -719961.750000 Penalty: 4189.385254
	Iteration 16Q: 3 clusters Score -719961.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -720001.937500 Penalty: 4189.385254
	Iteration 17Q: 3 clusters Score -720001.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -720035.812500 Penalty: 4189.385254
	Iteration 18Q: 3 clusters Score -720035.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -720061.687500 Penalty: 4189.385254
	Iteration 19Q: 3 clusters Score -720061.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -720084.250000 Penalty: 4189.385254
	Iteration 20F: 3 clusters Score -720084.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -720111.875000 Penalty: 4189.385254
	Iteration 21Q: 3 clusters Score -720111.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -720138.125000 Penalty: 4189.385254
	Iteration 22Q: 3 clusters Score -720138.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -720161.000000 Penalty: 4189.385254
	Iteration 23Q: 3 clusters Score -720161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -720183.750000 Penalty: 4189.385254
	Iteration 24Q: 3 clusters Score -720183.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -720212.500000 Penalty: 4189.385254
	Iteration 25Q: 3 clusters Score -720212.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -720237.125000 Penalty: 4189.385254
	Iteration 26Q: 3 clusters Score -720237.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -720269.125000 Penalty: 4189.385254
	Iteration 27Q: 3 clusters Score -720269.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -720318.687500 Penalty: 4189.385254
	Iteration 28Q: 3 clusters Score -720318.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -720377.812500 Penalty: 4189.385254
	Iteration 29Q: 3 clusters Score -720377.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -720460.062500 Penalty: 4189.385254
	Iteration 30Q: 3 clusters Score -720460.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -720535.937500 Penalty: 4189.385254
	Iteration 31Q: 3 clusters Score -720535.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -720604.312500 Penalty: 4189.385254
	Iteration 32Q: 3 clusters Score -720604.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -720668.812500 Penalty: 4189.385254
	Iteration 33Q: 3 clusters Score -720668.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -720714.000000 Penalty: 4189.385254
	Iteration 34Q: 3 clusters Score -720714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -720756.625000 Penalty: 4189.385254
	Iteration 35Q: 3 clusters Score -720756.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -720820.187500 Penalty: 4189.385254
	Iteration 36Q: 3 clusters Score -720820.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -720886.437500 Penalty: 4189.385254
	Iteration 37Q: 3 clusters Score -720886.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -720940.125000 Penalty: 4189.385254
	Iteration 38Q: 3 clusters Score -720940.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -720993.000000 Penalty: 4189.385254
	Iteration 39Q: 3 clusters Score -720993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -721025.625000 Penalty: 4189.385254
	Iteration 40F: 3 clusters Score -721025.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -721049.375000 Penalty: 4189.385254
	Iteration 41Q: 3 clusters Score -721049.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -721069.500000 Penalty: 4189.385254
	Iteration 42Q: 3 clusters Score -721069.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -721085.687500 Penalty: 4189.385254
	Iteration 43Q: 3 clusters Score -721085.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -721095.250000 Penalty: 4189.385254
	Iteration 44Q: 3 clusters Score -721095.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -721102.687500 Penalty: 4189.385254
	Iteration 45Q: 3 clusters Score -721102.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -721106.812500 Penalty: 4189.385254
	Iteration 46Q: 3 clusters Score -721106.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -721108.687500 Penalty: 4189.385254
	Iteration 47Q: 3 clusters Score -721108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -721112.250000 Penalty: 4189.385254
	Iteration 48Q: 3 clusters Score -721112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -721113.375000 Penalty: 4189.385254
	Iteration 49Q: 3 clusters Score -721113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -721113.812500 Penalty: 4189.385254
	Iteration 50Q: 3 clusters Score -721113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -721113.812500 Penalty: 4189.385254
	Iteration 51F: 3 clusters Score -721113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8178 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129297 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138010 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29986 members 
Mstep: Class 21 contains 34072 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96928 members 
Mstep: Class 24 contains 41860 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710136.000000 Penalty: 105105.406250
Iteration 119Q: 33 clusters Score -8.671014e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 270 members 
Mstep: Class 8 contains 8167 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129542 members 
Mstep: Class 12 contains 4302 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 137918 members 
Mstep: Class 17 contains 13292 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29982 members 
Mstep: Class 21 contains 34067 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96763 members 
Mstep: Class 24 contains 41897 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709984.000000 Penalty: 105105.406250
Iteration 120F: 33 clusters Score -8.670998e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9815 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 272 members 
Mstep: Class 8 contains 8157 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129679 members 
Mstep: Class 12 contains 4304 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 137847 members 
Mstep: Class 17 contains 13302 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29983 members 
Mstep: Class 21 contains 34065 members 
Mstep: Class 22 contains 6486 members 
Mstep: Class 23 contains 96649 members 
Mstep: Class 24 contains 41932 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709872.000000 Penalty: 105105.406250
Iteration 121Q: 33 clusters Score -8.670987e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9803 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 8150 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129741 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 137856 members 
Mstep: Class 17 contains 13311 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 29965 members 
Mstep: Class 21 contains 34064 members 
Mstep: Class 22 contains 6485 members 
Mstep: Class 23 contains 96593 members 
Mstep: Class 24 contains 41943 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8870 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709760.000000 Penalty: 105105.406250
Iteration 122Q: 33 clusters Score -8.670976e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8141 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129770 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 137872 members 
Mstep: Class 17 contains 13313 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29958 members 
Mstep: Class 21 contains 34071 members 
Mstep: Class 22 contains 6482 members 
Mstep: Class 23 contains 96535 members 
Mstep: Class 24 contains 41959 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709568.000000 Penalty: 105105.406250
Iteration 123Q: 33 clusters Score -8.670957e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3802 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8135 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129731 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 137953 members 
Mstep: Class 17 contains 13313 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29957 members 
Mstep: Class 21 contains 34061 members 
Mstep: Class 22 contains 6481 members 
Mstep: Class 23 contains 96509 members 
Mstep: Class 24 contains 41968 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709592.000000 Penalty: 105105.406250
Iteration 124Q: 33 clusters Score -8.670959e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9789 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8124 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129632 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2738 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138082 members 
Mstep: Class 17 contains 13311 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29955 members 
Mstep: Class 21 contains 34049 members 
Mstep: Class 22 contains 6483 members 
Mstep: Class 23 contains 96520 members 
Mstep: Class 24 contains 41962 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709600.000000 Penalty: 105105.406250
Iteration 125Q: 33 clusters Score -8.67096e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 8649 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8120 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129475 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138272 members 
Mstep: Class 17 contains 13308 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29955 members 
Mstep: Class 21 contains 34042 members 
Mstep: Class 22 contains 6483 members 
Mstep: Class 23 contains 96503 members 
Mstep: Class 24 contains 41963 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8875 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709592.000000 Penalty: 105105.406250
Iteration 126Q: 33 clusters Score -8.670959e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9779 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3801 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129258 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138504 members 
Mstep: Class 17 contains 13310 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29945 members 
Mstep: Class 21 contains 34048 members 
Mstep: Class 22 contains 6485 members 
Mstep: Class 23 contains 96480 members 
Mstep: Class 24 contains 41979 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8877 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709408.000000 Penalty: 105105.406250
Iteration 127Q: 33 clusters Score -8.670941e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 129027 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138718 members 
Mstep: Class 17 contains 13312 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29940 members 
Mstep: Class 21 contains 34049 members 
Mstep: Class 22 contains 6487 members 
Mstep: Class 23 contains 96486 members 
Mstep: Class 24 contains 41999 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709480.000000 Penalty: 105105.406250
Iteration 128Q: 33 clusters Score -8.670948e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 9767 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 128762 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 138960 members 
Mstep: Class 17 contains 13310 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29936 members 
Mstep: Class 21 contains 34055 members 
Mstep: Class 22 contains 6487 members 
Mstep: Class 23 contains 96507 members 
Mstep: Class 24 contains 42011 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709400.000000 Penalty: 105105.406250
Iteration 129Q: 33 clusters Score -8.67094e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9763 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3796 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8104 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 128457 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 139219 members 
Mstep: Class 17 contains 13312 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29930 members 
Mstep: Class 21 contains 34056 members 
Mstep: Class 22 contains 6487 members 
Mstep: Class 23 contains 96548 members 
Mstep: Class 24 contains 42019 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8885 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709368.000000 Penalty: 105105.406250
Iteration 130Q: 33 clusters Score -8.670937e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9756 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 128152 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 139497 members 
Mstep: Class 17 contains 13311 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29926 members 
Mstep: Class 21 contains 34057 members 
Mstep: Class 22 contains 6486 members 
Mstep: Class 23 contains 96574 members 
Mstep: Class 24 contains 42029 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8891 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709424.000000 Penalty: 105105.406250
Iteration 131Q: 33 clusters Score -8.670942e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9750 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3796 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 8651 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 127863 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 139825 members 
Mstep: Class 17 contains 13312 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29923 members 
Mstep: Class 21 contains 34060 members 
Mstep: Class 22 contains 6484 members 
Mstep: Class 23 contains 96530 members 
Mstep: Class 24 contains 42026 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709328.000000 Penalty: 105105.406250
Iteration 132Q: 33 clusters Score -8.670933e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 9748 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3798 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8099 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 127561 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 140145 members 
Mstep: Class 17 contains 13310 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29920 members 
Mstep: Class 21 contains 34068 members 
Mstep: Class 22 contains 6481 members 
Mstep: Class 23 contains 96516 members 
Mstep: Class 24 contains 42019 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8896 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709328.000000 Penalty: 105105.406250
Iteration 133Q: 33 clusters Score -8.670933e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 127275 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 140441 members 
Mstep: Class 17 contains 13309 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29916 members 
Mstep: Class 21 contains 34072 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96503 members 
Mstep: Class 24 contains 42011 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8899 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709368.000000 Penalty: 105105.406250
Iteration 134Q: 33 clusters Score -8.670937e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 9757 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8099 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 126975 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 140731 members 
Mstep: Class 17 contains 13309 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29916 members 
Mstep: Class 21 contains 34077 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 96500 members 
Mstep: Class 24 contains 42014 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709672.000000 Penalty: 105105.406250
Iteration 135Q: 33 clusters Score -8.670967e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 9756 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 126682 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 141032 members 
Mstep: Class 17 contains 13308 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29910 members 
Mstep: Class 21 contains 34077 members 
Mstep: Class 22 contains 6479 members 
Mstep: Class 23 contains 96490 members 
Mstep: Class 24 contains 42018 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8905 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709584.000000 Penalty: 105105.406250
Iteration 136Q: 33 clusters Score -8.670958e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 126360 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 141357 members 
Mstep: Class 17 contains 13305 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29917 members 
Mstep: Class 21 contains 34082 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 96481 members 
Mstep: Class 24 contains 42011 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8910 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709736.000000 Penalty: 105105.406250
Iteration 137Q: 33 clusters Score -8.670974e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 9773 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 126006 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 141671 members 
Mstep: Class 17 contains 13306 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29919 members 
Mstep: Class 21 contains 34087 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 96501 members 
Mstep: Class 24 contains 42008 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8913 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709624.000000 Penalty: 105105.406250
Iteration 138Q: 33 clusters Score -8.670962e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 9776 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 1822 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 125651 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 141944 members 
Mstep: Class 17 contains 13306 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29924 members 
Mstep: Class 21 contains 34085 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 96562 members 
Mstep: Class 24 contains 42014 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8915 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709624.000000 Penalty: 105105.406250
Iteration 139Q: 33 clusters Score -8.670962e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 9781 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 1821 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 125292 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 142230 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29931 members 
Mstep: Class 21 contains 34091 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 96607 members 
Mstep: Class 24 contains 42013 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8917 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709648.000000 Penalty: 105105.406250
Iteration 140F: 33 clusters Score -8.670965e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 9782 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3816 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 124945 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 142497 members 
Mstep: Class 17 contains 13305 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29946 members 
Mstep: Class 21 contains 34098 members 
Mstep: Class 22 contains 6478 members 
Mstep: Class 23 contains 96659 members 
Mstep: Class 24 contains 42009 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8915 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 33 clusters Score -8.670975e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 9789 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8118 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 124591 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 142748 members 
Mstep: Class 17 contains 13307 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29949 members 
Mstep: Class 21 contains 34113 members 
Mstep: Class 22 contains 6477 members 
Mstep: Class 23 contains 96730 members 
Mstep: Class 24 contains 42003 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8918 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709856.000000 Penalty: 105105.406250
Iteration 142Q: 33 clusters Score -8.670986e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8127 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 124261 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 142976 members 
Mstep: Class 17 contains 13308 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29958 members 
Mstep: Class 21 contains 34116 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 96811 members 
Mstep: Class 24 contains 42006 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8920 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709800.000000 Penalty: 105105.406250
Iteration 143Q: 33 clusters Score -8.67098e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 123926 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 143219 members 
Mstep: Class 17 contains 13308 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29969 members 
Mstep: Class 21 contains 34117 members 
Mstep: Class 22 contains 6480 members 
Mstep: Class 23 contains 96859 members 
Mstep: Class 24 contains 42016 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8921 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 33 clusters Score -8.670995e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8142 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 123586 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 143504 members 
Mstep: Class 17 contains 13305 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29980 members 
Mstep: Class 21 contains 34120 members 
Mstep: Class 22 contains 6482 members 
Mstep: Class 23 contains 96900 members 
Mstep: Class 24 contains 42016 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8925 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86709840.000000 Penalty: 105105.406250
Iteration 145Q: 33 clusters Score -8.670984e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8147 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 123275 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 143754 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29991 members 
Mstep: Class 21 contains 34132 members 
Mstep: Class 22 contains 6484 members 
Mstep: Class 23 contains 96926 members 
Mstep: Class 24 contains 42017 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8930 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710104.000000 Penalty: 105105.406250
Iteration 146Q: 33 clusters Score -8.67101e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 9796 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 1824 members 
Mstep: Class 6 contains 8655 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8154 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 123012 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 143991 members 
Mstep: Class 17 contains 13296 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29993 members 
Mstep: Class 21 contains 34148 members 
Mstep: Class 22 contains 6486 members 
Mstep: Class 23 contains 96920 members 
Mstep: Class 24 contains 42020 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8938 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710072.000000 Penalty: 105105.406250
Iteration 147Q: 33 clusters Score -8.671007e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 1825 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8156 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122786 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144220 members 
Mstep: Class 17 contains 13291 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 29997 members 
Mstep: Class 21 contains 34155 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 96897 members 
Mstep: Class 24 contains 42021 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710112.000000 Penalty: 105105.406250
Iteration 148Q: 33 clusters Score -8.671011e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3822 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8170 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122596 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144387 members 
Mstep: Class 17 contains 13291 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30003 members 
Mstep: Class 21 contains 34158 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 96886 members 
Mstep: Class 24 contains 42029 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8939 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710072.000000 Penalty: 105105.406250
Iteration 149Q: 33 clusters Score -8.671007e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8177 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122385 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144563 members 
Mstep: Class 17 contains 13293 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30009 members 
Mstep: Class 21 contains 34165 members 
Mstep: Class 22 contains 6491 members 
Mstep: Class 23 contains 96870 members 
Mstep: Class 24 contains 42040 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8942 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710064.000000 Penalty: 105105.406250
Iteration 150Q: 33 clusters Score -8.671006e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8189 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122229 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144703 members 
Mstep: Class 17 contains 13292 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30013 members 
Mstep: Class 21 contains 34167 members 
Mstep: Class 22 contains 6495 members 
Mstep: Class 23 contains 96837 members 
Mstep: Class 24 contains 42056 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8943 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710176.000000 Penalty: 105105.406250
Iteration 151Q: 33 clusters Score -8.671018e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3845 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8200 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122078 members 
Mstep: Class 12 contains 4313 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144809 members 
Mstep: Class 17 contains 13290 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30019 members 
Mstep: Class 21 contains 34168 members 
Mstep: Class 22 contains 6498 members 
Mstep: Class 23 contains 96830 members 
Mstep: Class 24 contains 42080 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8942 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710168.000000 Penalty: 105105.406250
Iteration 152Q: 33 clusters Score -8.671017e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 9827 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 121977 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144896 members 
Mstep: Class 17 contains 13288 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30027 members 
Mstep: Class 21 contains 34167 members 
Mstep: Class 22 contains 6500 members 
Mstep: Class 23 contains 96814 members 
Mstep: Class 24 contains 42094 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8943 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710224.000000 Penalty: 105105.406250
Iteration 153Q: 33 clusters Score -8.671022e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 121908 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144951 members 
Mstep: Class 17 contains 13286 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30038 members 
Mstep: Class 21 contains 34168 members 
Mstep: Class 22 contains 6497 members 
Mstep: Class 23 contains 96797 members 
Mstep: Class 24 contains 42106 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8952 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710224.000000 Penalty: 105105.406250
Iteration 154Q: 33 clusters Score -8.671022e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 9838 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 121936 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144941 members 
Mstep: Class 17 contains 13281 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30041 members 
Mstep: Class 21 contains 34160 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 96770 members 
Mstep: Class 24 contains 42118 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8953 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710248.000000 Penalty: 105105.406250
Iteration 155Q: 33 clusters Score -8.671025e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9844 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 1828 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8189 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 121990 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144938 members 
Mstep: Class 17 contains 13279 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30041 members 
Mstep: Class 21 contains 34162 members 
Mstep: Class 22 contains 6497 members 
Mstep: Class 23 contains 96708 members 
Mstep: Class 24 contains 42127 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8956 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710280.000000 Penalty: 105105.406250
Iteration 156Q: 33 clusters Score -8.671028e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3855 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 8656 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8173 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122100 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144883 members 
Mstep: Class 17 contains 13275 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30044 members 
Mstep: Class 21 contains 34167 members 
Mstep: Class 22 contains 6497 members 
Mstep: Class 23 contains 96634 members 
Mstep: Class 24 contains 42143 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710152.000000 Penalty: 105105.406250
Iteration 157Q: 33 clusters Score -8.671015e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 8657 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8158 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122258 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144799 members 
Mstep: Class 17 contains 13276 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30041 members 
Mstep: Class 21 contains 34166 members 
Mstep: Class 22 contains 6496 members 
Mstep: Class 23 contains 96564 members 
Mstep: Class 24 contains 42154 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8968 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86710096.000000 Penalty: 105105.406250
Iteration 158Q: 33 clusters Score -8.67101e+07 nChanged 659
Entering ConstructFrom: 
Score: -86710096.000000 Penalty: 105105.406250
Entering ConstructFrom: 
Trying to split cluster 1 (7816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Entering Unmasked Estep 
Score: -1148229.875000 Penalty: 2223.054199
	Iteration 0F: 2 clusters Score -1148230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1142016.500000 Penalty: 4446.108398
	Iteration 0F: 3 clusters Score -1142016 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1143890.000000 Penalty: 4446.108398
	Iteration 1F: 3 clusters Score -1143890 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1144497.875000 Penalty: 4446.108398
	Iteration 2F: 3 clusters Score -1144498 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1145095.500000 Penalty: 4446.108398
	Iteration 3F: 3 clusters Score -1145096 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1145698.000000 Penalty: 4446.108398
	Iteration 4F: 3 clusters Score -1145698 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1146233.125000 Penalty: 4446.108398
	Iteration 5F: 3 clusters Score -1146233 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1146679.375000 Penalty: 4446.108398
	Iteration 6F: 3 clusters Score -1146679 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1146993.250000 Penalty: 4446.108398
	Iteration 7Q: 3 clusters Score -1146993 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1147218.625000 Penalty: 4446.108398
	Iteration 8Q: 3 clusters Score -1147219 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1147378.375000 Penalty: 4446.108398
	Iteration 9Q: 3 clusters Score -1147378 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1147469.125000 Penalty: 4446.108398
	Iteration 10Q: 3 clusters Score -1147469 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1147529.625000 Penalty: 4446.108398
	Iteration 11Q: 3 clusters Score -1147530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1147558.625000 Penalty: 4446.108398
	Iteration 12Q: 3 clusters Score -1147559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1147573.500000 Penalty: 4446.108398
	Iteration 13Q: 3 clusters Score -1147574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1147587.000000 Penalty: 4446.108398
	Iteration 14Q: 3 clusters Score -1147587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1147589.000000 Penalty: 4446.108398
	Iteration 15Q: 3 clusters Score -1147589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1147599.500000 Penalty: 4446.108398
	Iteration 16Q: 3 clusters Score -1147600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1147605.875000 Penalty: 4446.108398
	Iteration 17Q: 3 clusters Score -1147606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1147608.875000 Penalty: 4446.108398
	Iteration 18Q: 3 clusters Score -1147609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1147608.000000 Penalty: 4446.108398
	Iteration 19Q: 3 clusters Score -1147608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1147609.875000 Penalty: 4446.108398
	Iteration 20F: 3 clusters Score -1147610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1147613.000000 Penalty: 4446.108398
	Iteration 21Q: 3 clusters Score -1147613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1147613.875000 Penalty: 4446.108398
	Iteration 22Q: 3 clusters Score -1147614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1147613.875000 Penalty: 4446.108398
	Iteration 23F: 3 clusters Score -1147614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Entering Unmasked Estep 
Score: -1558708.750000 Penalty: 2280.214600
	Iteration 0F: 2 clusters Score -1558709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1551176.375000 Penalty: 4560.429199
	Iteration 0F: 3 clusters Score -1551176 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1553426.875000 Penalty: 4560.429199
	Iteration 1F: 3 clusters Score -1553427 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1553733.875000 Penalty: 4560.429199
	Iteration 2F: 3 clusters Score -1553734 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1553946.625000 Penalty: 4560.429199
	Iteration 3Q: 3 clusters Score -1553947 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1554082.375000 Penalty: 4560.429199
	Iteration 4Q: 3 clusters Score -1554082 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1554215.125000 Penalty: 4560.429199
	Iteration 5Q: 3 clusters Score -1554215 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1554353.750000 Penalty: 4560.429199
	Iteration 6Q: 3 clusters Score -1554354 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1554551.250000 Penalty: 4560.429199
	Iteration 7Q: 3 clusters Score -1554551 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1554834.000000 Penalty: 4560.429199
	Iteration 8Q: 3 clusters Score -1554834 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1555282.000000 Penalty: 4560.429199
	Iteration 9F: 3 clusters Score -1555282 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1555854.250000 Penalty: 4560.429199
	Iteration 10F: 3 clusters Score -1555854 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1556393.250000 Penalty: 4560.429199
	Iteration 11F: 3 clusters Score -1556393 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1556773.125000 Penalty: 4560.429199
	Iteration 12F: 3 clusters Score -1556773 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1557005.250000 Penalty: 4560.429199
	Iteration 13Q: 3 clusters Score -1557005 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1557185.375000 Penalty: 4560.429199
	Iteration 14Q: 3 clusters Score -1557185 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1557288.625000 Penalty: 4560.429199
	Iteration 15Q: 3 clusters Score -1557289 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1557342.500000 Penalty: 4560.429199
	Iteration 16Q: 3 clusters Score -1557342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1557385.875000 Penalty: 4560.429199
	Iteration 17Q: 3 clusters Score -1557386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1557409.125000 Penalty: 4560.429199
	Iteration 18Q: 3 clusters Score -1557409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1557435.375000 Penalty: 4560.429199
	Iteration 19Q: 3 clusters Score -1557435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1557450.250000 Penalty: 4560.429199
	Iteration 20F: 3 clusters Score -1557450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1557459.875000 Penalty: 4560.429199
	Iteration 21Q: 3 clusters Score -1557460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1557472.125000 Penalty: 4560.429199
	Iteration 22Q: 3 clusters Score -1557472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1557474.875000 Penalty: 4560.429199
	Iteration 23Q: 3 clusters Score -1557475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1557475.625000 Penalty: 4560.429199
	Iteration 24Q: 3 clusters Score -1557476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1557481.625000 Penalty: 4560.429199
	Iteration 25Q: 3 clusters Score -1557482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1557484.875000 Penalty: 4560.429199
	Iteration 26Q: 3 clusters Score -1557485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1557489.000000 Penalty: 4560.429199
	Iteration 27Q: 3 clusters Score -1557489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1557489.125000 Penalty: 4560.429199
	Iteration 28Q: 3 clusters Score -1557489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1557491.000000 Penalty: 4560.429199
	Iteration 29Q: 3 clusters Score -1557491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1557492.875000 Penalty: 4560.429199
	Iteration 30Q: 3 clusters Score -1557493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1557497.375000 Penalty: 4560.429199
	Iteration 31Q: 3 clusters Score -1557497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1557495.875000 Penalty: 4560.429199
	Iteration 32Q: 3 clusters Score -1557496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1557496.625000 Penalty: 4560.429199
	Iteration 33Q: 3 clusters Score -1557497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1557498.125000 Penalty: 4560.429199
	Iteration 34Q: 3 clusters Score -1557498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1557497.250000 Penalty: 4560.429199
	Iteration 35Q: 3 clusters Score -1557497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1557497.250000 Penalty: 4560.429199
	Iteration 36Q: 3 clusters Score -1557497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1557498.625000 Penalty: 4560.429199
	Iteration 37Q: 3 clusters Score -1557499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1557497.375000 Penalty: 4560.429199
	Iteration 38Q: 3 clusters Score -1557497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1557496.375000 Penalty: 4560.429199
	Iteration 39Q: 3 clusters Score -1557496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1557499.250000 Penalty: 4560.429199
	Iteration 40F: 3 clusters Score -1557499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1557496.875000 Penalty: 4560.429199
	Iteration 41Q: 3 clusters Score -1557497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1557498.750000 Penalty: 4560.429199
	Iteration 42Q: 3 clusters Score -1557499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1557497.500000 Penalty: 4560.429199
	Iteration 43Q: 3 clusters Score -1557498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1557499.250000 Penalty: 4560.429199
	Iteration 44Q: 3 clusters Score -1557499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1557501.250000 Penalty: 4560.429199
	Iteration 45Q: 3 clusters Score -1557501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1557501.125000 Penalty: 4560.429199
	Iteration 46Q: 3 clusters Score -1557501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1557505.500000 Penalty: 4560.429199
	Iteration 47Q: 3 clusters Score -1557506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1557509.000000 Penalty: 4560.429199
	Iteration 48Q: 3 clusters Score -1557509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1557513.500000 Penalty: 4560.429199
	Iteration 49Q: 3 clusters Score -1557514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1557512.875000 Penalty: 4560.429199
	Iteration 50Q: 3 clusters Score -1557513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1557515.250000 Penalty: 4560.429199
	Iteration 51Q: 3 clusters Score -1557515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1557516.625000 Penalty: 4560.429199
	Iteration 52Q: 3 clusters Score -1557517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1557516.625000 Penalty: 4560.429199
	Iteration 53F: 3 clusters Score -1557517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -50002.058594 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -50002.06 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 180 members 
Entering Unmasked Estep 
Score: -48673.949219 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -48673.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48821.355469 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -48821.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48859.804688 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -48859.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48878.308594 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -48878.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48884.550781 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -48884.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48894.757812 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -48894.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48896.117188 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -48896.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48910.496094 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -48910.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48917.296875 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -48917.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48920.750000 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -48920.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48920.750000 Penalty: 2918.127930
	Iteration 10F: 3 clusters Score -48920.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Entering Unmasked Estep 
Score: -592727.562500 Penalty: 2047.509888
	Iteration 0F: 2 clusters Score -592727.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -588982.062500 Penalty: 4095.019775
	Iteration 0F: 3 clusters Score -588982.1 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -590109.000000 Penalty: 4095.019775
	Iteration 1F: 3 clusters Score -590109 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -590858.250000 Penalty: 4095.019775
	Iteration 2F: 3 clusters Score -590858.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -591651.812500 Penalty: 4095.019775
	Iteration 3F: 3 clusters Score -591651.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -592251.937500 Penalty: 4095.019775
	Iteration 4F: 3 clusters Score -592251.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -592596.750000 Penalty: 4095.019775
	Iteration 5F: 3 clusters Score -592596.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -592788.562500 Penalty: 4095.019775
	Iteration 6Q: 3 clusters Score -592788.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -592889.125000 Penalty: 4095.019775
	Iteration 7Q: 3 clusters Score -592889.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -592944.937500 Penalty: 4095.019775
	Iteration 8Q: 3 clusters Score -592944.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -592969.812500 Penalty: 4095.019775
	Iteration 9Q: 3 clusters Score -592969.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -592978.250000 Penalty: 4095.019775
	Iteration 10Q: 3 clusters Score -592978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -592981.375000 Penalty: 4095.019775
	Iteration 11Q: 3 clusters Score -592981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -592984.062500 Penalty: 4095.019775
	Iteration 12Q: 3 clusters Score -592984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -592984.250000 Penalty: 4095.019775
	Iteration 13Q: 3 clusters Score -592984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -592984.812500 Penalty: 4095.019775
	Iteration 14Q: 3 clusters Score -592984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -592987.687500 Penalty: 4095.019775
	Iteration 15Q: 3 clusters Score -592987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -592989.500000 Penalty: 4095.019775
	Iteration 16Q: 3 clusters Score -592989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -592989.500000 Penalty: 4095.019775
	Iteration 17F: 3 clusters Score -592989.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122446 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144681 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30036 members 
Mstep: Class 21 contains 34166 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 96497 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 33 contains 4690 members 
Entering Unmasked Estep 
Score: -86709208.000000 Penalty: 108389.953125
Splitting cluster 4 changes total score from -86710096.000000 to -86709208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -274193.375000 Penalty: 1863.670288
	Iteration 0F: 2 clusters Score -274193.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -271659.562500 Penalty: 3727.340576
	Iteration 0F: 3 clusters Score -271659.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -272060.875000 Penalty: 3727.340576
	Iteration 1F: 3 clusters Score -272060.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -272179.906250 Penalty: 3727.340576
	Iteration 2F: 3 clusters Score -272179.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -272235.531250 Penalty: 3727.340576
	Iteration 3Q: 3 clusters Score -272235.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -272293.250000 Penalty: 3727.340576
	Iteration 4Q: 3 clusters Score -272293.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -272342.093750 Penalty: 3727.340576
	Iteration 5Q: 3 clusters Score -272342.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -272380.656250 Penalty: 3727.340576
	Iteration 6Q: 3 clusters Score -272380.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -272413.656250 Penalty: 3727.340576
	Iteration 7Q: 3 clusters Score -272413.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -272431.687500 Penalty: 3727.340576
	Iteration 8Q: 3 clusters Score -272431.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -272445.250000 Penalty: 3727.340576
	Iteration 9Q: 3 clusters Score -272445.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -272459.187500 Penalty: 3727.340576
	Iteration 10Q: 3 clusters Score -272459.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -272468.093750 Penalty: 3727.340576
	Iteration 11Q: 3 clusters Score -272468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -272475.187500 Penalty: 3727.340576
	Iteration 12Q: 3 clusters Score -272475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -272478.281250 Penalty: 3727.340576
	Iteration 13Q: 3 clusters Score -272478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -272481.343750 Penalty: 3727.340576
	Iteration 14Q: 3 clusters Score -272481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -272486.312500 Penalty: 3727.340576
	Iteration 15Q: 3 clusters Score -272486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -272491.750000 Penalty: 3727.340576
	Iteration 16Q: 3 clusters Score -272491.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -272499.500000 Penalty: 3727.340576
	Iteration 17Q: 3 clusters Score -272499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -272501.750000 Penalty: 3727.340576
	Iteration 18Q: 3 clusters Score -272501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -272507.718750 Penalty: 3727.340576
	Iteration 19Q: 3 clusters Score -272507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -272510.218750 Penalty: 3727.340576
	Iteration 20F: 3 clusters Score -272510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -272512.062500 Penalty: 3727.340576
	Iteration 21Q: 3 clusters Score -272512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -272513.500000 Penalty: 3727.340576
	Iteration 22Q: 3 clusters Score -272513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -272515.093750 Penalty: 3727.340576
	Iteration 23Q: 3 clusters Score -272515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -272516.375000 Penalty: 3727.340576
	Iteration 24Q: 3 clusters Score -272516.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -272517.656250 Penalty: 3727.340576
	Iteration 25Q: 3 clusters Score -272517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -272519.125000 Penalty: 3727.340576
	Iteration 26Q: 3 clusters Score -272519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -272520.500000 Penalty: 3727.340576
	Iteration 27Q: 3 clusters Score -272520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -272521.281250 Penalty: 3727.340576
	Iteration 28Q: 3 clusters Score -272521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -272521.281250 Penalty: 3727.340576
	Iteration 29F: 3 clusters Score -272521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Entering Unmasked Estep 
Score: -1296520.125000 Penalty: 2248.456055
	Iteration 0F: 2 clusters Score -1296520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1289739.875000 Penalty: 4496.912109
	Iteration 0F: 3 clusters Score -1289740 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1291677.625000 Penalty: 4496.912109
	Iteration 1F: 3 clusters Score -1291678 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1292009.750000 Penalty: 4496.912109
	Iteration 2F: 3 clusters Score -1292010 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1292322.250000 Penalty: 4496.912109
	Iteration 3F: 3 clusters Score -1292322 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1292622.500000 Penalty: 4496.912109
	Iteration 4F: 3 clusters Score -1292622 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1293005.250000 Penalty: 4496.912109
	Iteration 5F: 3 clusters Score -1293005 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1293388.125000 Penalty: 4496.912109
	Iteration 6F: 3 clusters Score -1293388 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1293760.375000 Penalty: 4496.912109
	Iteration 7F: 3 clusters Score -1293760 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1294118.375000 Penalty: 4496.912109
	Iteration 8Q: 3 clusters Score -1294118 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1294421.625000 Penalty: 4496.912109
	Iteration 9Q: 3 clusters Score -1294422 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1294618.125000 Penalty: 4496.912109
	Iteration 10Q: 3 clusters Score -1294618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1294720.375000 Penalty: 4496.912109
	Iteration 11Q: 3 clusters Score -1294720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1294781.250000 Penalty: 4496.912109
	Iteration 12Q: 3 clusters Score -1294781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1294833.250000 Penalty: 4496.912109
	Iteration 13Q: 3 clusters Score -1294833 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1294861.875000 Penalty: 4496.912109
	Iteration 14Q: 3 clusters Score -1294862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1294878.875000 Penalty: 4496.912109
	Iteration 15Q: 3 clusters Score -1294879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1294892.625000 Penalty: 4496.912109
	Iteration 16Q: 3 clusters Score -1294893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1294900.250000 Penalty: 4496.912109
	Iteration 17Q: 3 clusters Score -1294900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1294908.500000 Penalty: 4496.912109
	Iteration 18Q: 3 clusters Score -1294908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1294917.750000 Penalty: 4496.912109
	Iteration 19Q: 3 clusters Score -1294918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1294926.000000 Penalty: 4496.912109
	Iteration 20F: 3 clusters Score -1294926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1294931.500000 Penalty: 4496.912109
	Iteration 21Q: 3 clusters Score -1294932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1294939.125000 Penalty: 4496.912109
	Iteration 22Q: 3 clusters Score -1294939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1294940.625000 Penalty: 4496.912109
	Iteration 23Q: 3 clusters Score -1294941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1294943.000000 Penalty: 4496.912109
	Iteration 24Q: 3 clusters Score -1294943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1294947.625000 Penalty: 4496.912109
	Iteration 25Q: 3 clusters Score -1294948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1294952.625000 Penalty: 4496.912109
	Iteration 26Q: 3 clusters Score -1294953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1294953.250000 Penalty: 4496.912109
	Iteration 27Q: 3 clusters Score -1294953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1294958.625000 Penalty: 4496.912109
	Iteration 28Q: 3 clusters Score -1294959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1294959.250000 Penalty: 4496.912109
	Iteration 29Q: 3 clusters Score -1294959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1294962.500000 Penalty: 4496.912109
	Iteration 30Q: 3 clusters Score -1294962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1294963.875000 Penalty: 4496.912109
	Iteration 31Q: 3 clusters Score -1294964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1294969.500000 Penalty: 4496.912109
	Iteration 32Q: 3 clusters Score -1294970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1294970.375000 Penalty: 4496.912109
	Iteration 33Q: 3 clusters Score -1294970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1294973.125000 Penalty: 4496.912109
	Iteration 34Q: 3 clusters Score -1294973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1294973.125000 Penalty: 4496.912109
	Iteration 35F: 3 clusters Score -1294973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -26884.359375 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26884.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25935.087891 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -25935.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26273.988281 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -26273.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26438.363281 Penalty: 2769.414062
	Iteration 2F: 3 clusters Score -26438.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26545.822266 Penalty: 2769.414062
	Iteration 3F: 3 clusters Score -26545.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26871.925781 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -26871.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27011.802734 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -27011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27038.085938 Penalty: 2769.414062
	Iteration 6Q: 3 clusters Score -27038.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27039.697266 Penalty: 2769.414062
	Iteration 7Q: 3 clusters Score -27039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27039.697266 Penalty: 2769.414062
	Iteration 8F: 3 clusters Score -27039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 146 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 122446 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144681 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30036 members 
Mstep: Class 21 contains 34166 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 96497 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 120 members 
Mstep: Class 33 contains 4690 members 
Entering Unmasked Estep 
Score: -86708400.000000 Penalty: 108389.953125
Splitting cluster 7 changes total score from -86710096.000000 to -86708400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (8153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Entering Unmasked Estep 
Score: -1298464.875000 Penalty: 2233.523193
	Iteration 0F: 2 clusters Score -1298465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1291994.375000 Penalty: 4467.046387
	Iteration 0F: 3 clusters Score -1291994 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1293735.875000 Penalty: 4467.046387
	Iteration 1F: 3 clusters Score -1293736 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1293994.875000 Penalty: 4467.046387
	Iteration 2F: 3 clusters Score -1293995 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1294141.625000 Penalty: 4467.046387
	Iteration 3Q: 3 clusters Score -1294142 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1294257.625000 Penalty: 4467.046387
	Iteration 4Q: 3 clusters Score -1294258 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1294351.625000 Penalty: 4467.046387
	Iteration 5Q: 3 clusters Score -1294352 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1294440.250000 Penalty: 4467.046387
	Iteration 6Q: 3 clusters Score -1294440 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1294540.375000 Penalty: 4467.046387
	Iteration 7Q: 3 clusters Score -1294540 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1294670.500000 Penalty: 4467.046387
	Iteration 8Q: 3 clusters Score -1294670 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1294831.000000 Penalty: 4467.046387
	Iteration 9Q: 3 clusters Score -1294831 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1295020.000000 Penalty: 4467.046387
	Iteration 10Q: 3 clusters Score -1295020 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1295283.875000 Penalty: 4467.046387
	Iteration 11Q: 3 clusters Score -1295284 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1295588.625000 Penalty: 4467.046387
	Iteration 12F: 3 clusters Score -1295589 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1295854.250000 Penalty: 4467.046387
	Iteration 13Q: 3 clusters Score -1295854 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1296112.625000 Penalty: 4467.046387
	Iteration 14Q: 3 clusters Score -1296113 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1296342.250000 Penalty: 4467.046387
	Iteration 15Q: 3 clusters Score -1296342 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1296526.625000 Penalty: 4467.046387
	Iteration 16Q: 3 clusters Score -1296527 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1296701.250000 Penalty: 4467.046387
	Iteration 17Q: 3 clusters Score -1296701 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1296828.000000 Penalty: 4467.046387
	Iteration 18Q: 3 clusters Score -1296828 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1296922.625000 Penalty: 4467.046387
	Iteration 19Q: 3 clusters Score -1296923 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1296998.125000 Penalty: 4467.046387
	Iteration 20F: 3 clusters Score -1296998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1297041.500000 Penalty: 4467.046387
	Iteration 21Q: 3 clusters Score -1297042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1297070.000000 Penalty: 4467.046387
	Iteration 22Q: 3 clusters Score -1297070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1297093.000000 Penalty: 4467.046387
	Iteration 23Q: 3 clusters Score -1297093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1297107.125000 Penalty: 4467.046387
	Iteration 24Q: 3 clusters Score -1297107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1297114.750000 Penalty: 4467.046387
	Iteration 25Q: 3 clusters Score -1297115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1297118.750000 Penalty: 4467.046387
	Iteration 26Q: 3 clusters Score -1297119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1297127.125000 Penalty: 4467.046387
	Iteration 27Q: 3 clusters Score -1297127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1297131.000000 Penalty: 4467.046387
	Iteration 28Q: 3 clusters Score -1297131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1297133.625000 Penalty: 4467.046387
	Iteration 29Q: 3 clusters Score -1297134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1297133.125000 Penalty: 4467.046387
	Iteration 30Q: 3 clusters Score -1297133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1297133.625000 Penalty: 4467.046387
	Iteration 31Q: 3 clusters Score -1297134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1297133.625000 Penalty: 4467.046387
	Iteration 32F: 3 clusters Score -1297134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -539015.125000 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -539015.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -535374.937500 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -535374.9 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -536293.687500 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -536293.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -536590.437500 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -536590.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -536796.937500 Penalty: 4054.093506
	Iteration 3F: 3 clusters Score -536796.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -536924.250000 Penalty: 4054.093506
	Iteration 4Q: 3 clusters Score -536924.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -537013.187500 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -537013.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -537078.687500 Penalty: 4054.093506
	Iteration 6Q: 3 clusters Score -537078.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -537138.125000 Penalty: 4054.093506
	Iteration 7Q: 3 clusters Score -537138.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -537191.000000 Penalty: 4054.093506
	Iteration 8Q: 3 clusters Score -537191 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -537242.937500 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -537242.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -537289.312500 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -537289.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -537325.250000 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -537325.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -537360.187500 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -537360.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -537391.625000 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -537391.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -537415.937500 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -537415.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -537432.125000 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -537432.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -537447.750000 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -537447.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -537463.937500 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -537463.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -537472.062500 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -537472.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -537481.375000 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -537481.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -537492.375000 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -537492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -537498.750000 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -537498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -537501.687500 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -537501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -537504.687500 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -537504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -537506.437500 Penalty: 4054.093506
	Iteration 24Q: 3 clusters Score -537506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -537507.625000 Penalty: 4054.093506
	Iteration 25Q: 3 clusters Score -537507.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -537510.500000 Penalty: 4054.093506
	Iteration 26Q: 3 clusters Score -537510.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -537511.125000 Penalty: 4054.093506
	Iteration 27Q: 3 clusters Score -537511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -537511.812500 Penalty: 4054.093506
	Iteration 28Q: 3 clusters Score -537511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -537513.812500 Penalty: 4054.093506
	Iteration 29Q: 3 clusters Score -537513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -537516.375000 Penalty: 4054.093506
	Iteration 30Q: 3 clusters Score -537516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -537518.187500 Penalty: 4054.093506
	Iteration 31Q: 3 clusters Score -537518.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -537521.187500 Penalty: 4054.093506
	Iteration 32Q: 3 clusters Score -537521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -537524.312500 Penalty: 4054.093506
	Iteration 33Q: 3 clusters Score -537524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -537525.437500 Penalty: 4054.093506
	Iteration 34Q: 3 clusters Score -537525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -537527.125000 Penalty: 4054.093506
	Iteration 35Q: 3 clusters Score -537527.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -537528.937500 Penalty: 4054.093506
	Iteration 36Q: 3 clusters Score -537528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -537530.125000 Penalty: 4054.093506
	Iteration 37Q: 3 clusters Score -537530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -537531.437500 Penalty: 4054.093506
	Iteration 38Q: 3 clusters Score -537531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -537533.250000 Penalty: 4054.093506
	Iteration 39Q: 3 clusters Score -537533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -537536.250000 Penalty: 4054.093506
	Iteration 40F: 3 clusters Score -537536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -537539.687500 Penalty: 4054.093506
	Iteration 41Q: 3 clusters Score -537539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -537542.250000 Penalty: 4054.093506
	Iteration 42Q: 3 clusters Score -537542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -537546.562500 Penalty: 4054.093506
	Iteration 43Q: 3 clusters Score -537546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -537549.312500 Penalty: 4054.093506
	Iteration 44Q: 3 clusters Score -537549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -537551.312500 Penalty: 4054.093506
	Iteration 45Q: 3 clusters Score -537551.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -537550.937500 Penalty: 4054.093506
	Iteration 46Q: 3 clusters Score -537550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -537551.625000 Penalty: 4054.093506
	Iteration 47Q: 3 clusters Score -537551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -537553.562500 Penalty: 4054.093506
	Iteration 48Q: 3 clusters Score -537553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -537553.250000 Penalty: 4054.093506
	Iteration 49Q: 3 clusters Score -537553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -537553.437500 Penalty: 4054.093506
	Iteration 50Q: 3 clusters Score -537553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -537554.687500 Penalty: 4054.093506
	Iteration 51Q: 3 clusters Score -537554.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -537554.687500 Penalty: 4054.093506
	Iteration 52F: 3 clusters Score -537554.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -110848.664062 Penalty: 1710.129395
	Iteration 0F: 2 clusters Score -110848.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -109243.390625 Penalty: 3420.258789
	Iteration 0F: 3 clusters Score -109243.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110260.125000 Penalty: 3420.258789
	Iteration 1F: 3 clusters Score -110260.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111174.687500 Penalty: 3420.258789
	Iteration 2F: 3 clusters Score -111174.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -111873.710938 Penalty: 3420.258789
	Iteration 3F: 3 clusters Score -111873.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -112153.015625 Penalty: 3420.258789
	Iteration 4F: 3 clusters Score -112153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -112393.109375 Penalty: 3420.258789
	Iteration 5Q: 3 clusters Score -112393.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -112458.328125 Penalty: 3420.258789
	Iteration 6Q: 3 clusters Score -112458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -112468.984375 Penalty: 3420.258789
	Iteration 7Q: 3 clusters Score -112469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -112480.085938 Penalty: 3420.258789
	Iteration 8Q: 3 clusters Score -112480.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -112483.148438 Penalty: 3420.258789
	Iteration 9Q: 3 clusters Score -112483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -112483.148438 Penalty: 3420.258789
	Iteration 10F: 3 clusters Score -112483.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 122446 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144681 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 30036 members 
Mstep: Class 21 contains 34166 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 96497 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4690 members 
Entering Unmasked Estep 
Score: -86710200.000000 Penalty: 108389.953125
Splitting cluster 10 changes total score from -86710096.000000 to -86710200.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (122446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122446 members 
Entering Unmasked Estep 
Score: -19307044.000000 Penalty: 2905.425537
	Iteration 0F: 2 clusters Score -1.930704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -19227704.000000 Penalty: 5810.851074
	Iteration 0F: 3 clusters Score -1.92277e+07 nChanged 58454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -19261880.000000 Penalty: 5810.851074
	Iteration 1F: 3 clusters Score -1.926188e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -19262650.000000 Penalty: 5810.851074
	Iteration 2Q: 3 clusters Score -1.926265e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
Score: -19263552.000000 Penalty: 5810.851074
	Iteration 3Q: 3 clusters Score -1.926355e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -19264910.000000 Penalty: 5810.851074
	Iteration 4Q: 3 clusters Score -1.926491e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -19267054.000000 Penalty: 5810.851074
	Iteration 5Q: 3 clusters Score -1.926705e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 72882 members 
Entering Unmasked Estep 
Score: -19270742.000000 Penalty: 5810.851074
	Iteration 6F: 3 clusters Score -1.927074e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -19275854.000000 Penalty: 5810.851074
	Iteration 7F: 3 clusters Score -1.927585e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -19282744.000000 Penalty: 5810.851074
	Iteration 8F: 3 clusters Score -1.928274e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 89751 members 
Entering Unmasked Estep 
Score: -19290112.000000 Penalty: 5810.851074
	Iteration 9F: 3 clusters Score -1.929011e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 93743 members 
Entering Unmasked Estep 
Score: -19295444.000000 Penalty: 5810.851074
	Iteration 10F: 3 clusters Score -1.929544e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -19298292.000000 Penalty: 5810.851074
	Iteration 11Q: 3 clusters Score -1.929829e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 98594 members 
Entering Unmasked Estep 
Score: -19299772.000000 Penalty: 5810.851074
	Iteration 12Q: 3 clusters Score -1.929977e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -19300950.000000 Penalty: 5810.851074
	Iteration 13Q: 3 clusters Score -1.930095e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -19301836.000000 Penalty: 5810.851074
	Iteration 14Q: 3 clusters Score -1.930184e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -19302628.000000 Penalty: 5810.851074
	Iteration 15Q: 3 clusters Score -1.930263e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 105866 members 
Entering Unmasked Estep 
Score: -19303300.000000 Penalty: 5810.851074
	Iteration 16Q: 3 clusters Score -1.93033e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 107466 members 
Entering Unmasked Estep 
Score: -19303722.000000 Penalty: 5810.851074
	Iteration 17Q: 3 clusters Score -1.930372e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 109015 members 
Entering Unmasked Estep 
Score: -19304092.000000 Penalty: 5810.851074
	Iteration 18Q: 3 clusters Score -1.930409e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 110434 members 
Entering Unmasked Estep 
Score: -19304510.000000 Penalty: 5810.851074
	Iteration 19Q: 3 clusters Score -1.930451e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 111719 members 
Entering Unmasked Estep 
Score: -19304804.000000 Penalty: 5810.851074
	Iteration 20F: 3 clusters Score -1.93048e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 112866 members 
Entering Unmasked Estep 
Score: -19304956.000000 Penalty: 5810.851074
	Iteration 21Q: 3 clusters Score -1.930496e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 113878 members 
Entering Unmasked Estep 
Score: -19305104.000000 Penalty: 5810.851074
	Iteration 22Q: 3 clusters Score -1.93051e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 114809 members 
Entering Unmasked Estep 
Score: -19305186.000000 Penalty: 5810.851074
	Iteration 23Q: 3 clusters Score -1.930519e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 115648 members 
Entering Unmasked Estep 
Score: -19305262.000000 Penalty: 5810.851074
	Iteration 24Q: 3 clusters Score -1.930526e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 116434 members 
Entering Unmasked Estep 
Score: -19305400.000000 Penalty: 5810.851074
	Iteration 25Q: 3 clusters Score -1.93054e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 117105 members 
Entering Unmasked Estep 
Score: -19305510.000000 Penalty: 5810.851074
	Iteration 26Q: 3 clusters Score -1.930551e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -19305522.000000 Penalty: 5810.851074
	Iteration 27Q: 3 clusters Score -1.930552e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 118143 members 
Entering Unmasked Estep 
Score: -19305502.000000 Penalty: 5810.851074
	Iteration 28Q: 3 clusters Score -1.93055e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 118545 members 
Entering Unmasked Estep 
Score: -19305480.000000 Penalty: 5810.851074
	Iteration 29Q: 3 clusters Score -1.930548e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 118903 members 
Entering Unmasked Estep 
Score: -19305520.000000 Penalty: 5810.851074
	Iteration 30Q: 3 clusters Score -1.930552e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 119212 members 
Entering Unmasked Estep 
Score: -19305506.000000 Penalty: 5810.851074
	Iteration 31Q: 3 clusters Score -1.930551e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -19305506.000000 Penalty: 5810.851074
	Iteration 32Q: 3 clusters Score -1.930551e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 119692 members 
Entering Unmasked Estep 
Score: -19305528.000000 Penalty: 5810.851074
	Iteration 33Q: 3 clusters Score -1.930553e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 119860 members 
Entering Unmasked Estep 
Score: -19305510.000000 Penalty: 5810.851074
	Iteration 34Q: 3 clusters Score -1.930551e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 119986 members 
Entering Unmasked Estep 
Score: -19305474.000000 Penalty: 5810.851074
	Iteration 35Q: 3 clusters Score -1.930547e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 120101 members 
Entering Unmasked Estep 
Score: -19305466.000000 Penalty: 5810.851074
	Iteration 36Q: 3 clusters Score -1.930547e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -19305480.000000 Penalty: 5810.851074
	Iteration 37Q: 3 clusters Score -1.930548e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 120269 members 
Entering Unmasked Estep 
Score: -19305522.000000 Penalty: 5810.851074
	Iteration 38Q: 3 clusters Score -1.930552e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 120327 members 
Entering Unmasked Estep 
Score: -19305492.000000 Penalty: 5810.851074
	Iteration 39Q: 3 clusters Score -1.930549e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 120377 members 
Entering Unmasked Estep 
Score: -19305484.000000 Penalty: 5810.851074
	Iteration 40F: 3 clusters Score -1.930548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 120425 members 
Entering Unmasked Estep 
Score: -19305494.000000 Penalty: 5810.851074
	Iteration 41Q: 3 clusters Score -1.930549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -19305494.000000 Penalty: 5810.851074
	Iteration 42Q: 3 clusters Score -1.930549e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -19305494.000000 Penalty: 5810.851074
	Iteration 43Q: 3 clusters Score -1.930549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 120508 members 
Entering Unmasked Estep 
Score: -19305500.000000 Penalty: 5810.851074
	Iteration 44Q: 3 clusters Score -1.93055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 120532 members 
Entering Unmasked Estep 
Score: -19305510.000000 Penalty: 5810.851074
	Iteration 45Q: 3 clusters Score -1.930551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 120557 members 
Entering Unmasked Estep 
Score: -19305518.000000 Penalty: 5810.851074
	Iteration 46Q: 3 clusters Score -1.930552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 120576 members 
Entering Unmasked Estep 
Score: -19305510.000000 Penalty: 5810.851074
	Iteration 47Q: 3 clusters Score -1.930551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -19305510.000000 Penalty: 5810.851074
	Iteration 48Q: 3 clusters Score -1.930551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 120628 members 
Entering Unmasked Estep 
Score: -19305502.000000 Penalty: 5810.851074
	Iteration 49Q: 3 clusters Score -1.93055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -19305486.000000 Penalty: 5810.851074
	Iteration 50Q: 3 clusters Score -1.930549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 120653 members 
Entering Unmasked Estep 
Score: -19305474.000000 Penalty: 5810.851074
	Iteration 51Q: 3 clusters Score -1.930547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 120666 members 
Entering Unmasked Estep 
Score: -19305474.000000 Penalty: 5810.851074
	Iteration 52Q: 3 clusters Score -1.930547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 120675 members 
Entering Unmasked Estep 
Score: -19305478.000000 Penalty: 5810.851074
	Iteration 53Q: 3 clusters Score -1.930548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 120684 members 
Entering Unmasked Estep 
Score: -19305464.000000 Penalty: 5810.851074
	Iteration 54Q: 3 clusters Score -1.930546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -19305454.000000 Penalty: 5810.851074
	Iteration 55Q: 3 clusters Score -1.930545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 120696 members 
Entering Unmasked Estep 
Score: -19305452.000000 Penalty: 5810.851074
	Iteration 56Q: 3 clusters Score -1.930545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -19305444.000000 Penalty: 5810.851074
	Iteration 57Q: 3 clusters Score -1.930544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 120704 members 
Entering Unmasked Estep 
Score: -19305440.000000 Penalty: 5810.851074
	Iteration 58Q: 3 clusters Score -1.930544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 120706 members 
Entering Unmasked Estep 
Score: -19305454.000000 Penalty: 5810.851074
	Iteration 59Q: 3 clusters Score -1.930545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -19305452.000000 Penalty: 5810.851074
	Iteration 60F: 3 clusters Score -1.930545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 120710 members 
Entering Unmasked Estep 
Score: -19305458.000000 Penalty: 5810.851074
	Iteration 61Q: 3 clusters Score -1.930546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 120712 members 
Entering Unmasked Estep 
Score: -19305458.000000 Penalty: 5810.851074
	Iteration 62Q: 3 clusters Score -1.930546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 120714 members 
Entering Unmasked Estep 
Score: -19305452.000000 Penalty: 5810.851074
	Iteration 63Q: 3 clusters Score -1.930545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -19305458.000000 Penalty: 5810.851074
	Iteration 64Q: 3 clusters Score -1.930546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 120718 members 
Entering Unmasked Estep 
Score: -19305446.000000 Penalty: 5810.851074
	Iteration 65Q: 3 clusters Score -1.930545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 120720 members 
Entering Unmasked Estep 
Score: -19305452.000000 Penalty: 5810.851074
	Iteration 66Q: 3 clusters Score -1.930545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 120725 members 
Entering Unmasked Estep 
Score: -19305450.000000 Penalty: 5810.851074
	Iteration 67Q: 3 clusters Score -1.930545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 120730 members 
Entering Unmasked Estep 
Score: -19305454.000000 Penalty: 5810.851074
	Iteration 68Q: 3 clusters Score -1.930545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 120736 members 
Entering Unmasked Estep 
Score: -19305466.000000 Penalty: 5810.851074
	Iteration 69Q: 3 clusters Score -1.930547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 120740 members 
Entering Unmasked Estep 
Score: -19305464.000000 Penalty: 5810.851074
	Iteration 70Q: 3 clusters Score -1.930546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 120744 members 
Entering Unmasked Estep 
Score: -19305470.000000 Penalty: 5810.851074
	Iteration 71Q: 3 clusters Score -1.930547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 120748 members 
Entering Unmasked Estep 
Score: -19305484.000000 Penalty: 5810.851074
	Iteration 72Q: 3 clusters Score -1.930548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 120751 members 
Entering Unmasked Estep 
Score: -19305476.000000 Penalty: 5810.851074
	Iteration 73Q: 3 clusters Score -1.930548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 120754 members 
Entering Unmasked Estep 
Score: -19305472.000000 Penalty: 5810.851074
	Iteration 74Q: 3 clusters Score -1.930547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -19305470.000000 Penalty: 5810.851074
	Iteration 75Q: 3 clusters Score -1.930547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -19305462.000000 Penalty: 5810.851074
	Iteration 76Q: 3 clusters Score -1.930546e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 120769 members 
Entering Unmasked Estep 
Score: -19305474.000000 Penalty: 5810.851074
	Iteration 77Q: 3 clusters Score -1.930547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 120776 members 
Entering Unmasked Estep 
Score: -19305484.000000 Penalty: 5810.851074
	Iteration 78Q: 3 clusters Score -1.930548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 120782 members 
Entering Unmasked Estep 
Score: -19305480.000000 Penalty: 5810.851074
	Iteration 79Q: 3 clusters Score -1.930548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 120788 members 
Entering Unmasked Estep 
Score: -19305486.000000 Penalty: 5810.851074
	Iteration 80F: 3 clusters Score -1.930549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 120790 members 
Entering Unmasked Estep 
Score: -19305488.000000 Penalty: 5810.851074
	Iteration 81Q: 3 clusters Score -1.930549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 120791 members 
Entering Unmasked Estep 
Score: -19305486.000000 Penalty: 5810.851074
	Iteration 82Q: 3 clusters Score -1.930549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 120795 members 
Entering Unmasked Estep 
Score: -19305480.000000 Penalty: 5810.851074
	Iteration 83Q: 3 clusters Score -1.930548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 120800 members 
Entering Unmasked Estep 
Score: -19305494.000000 Penalty: 5810.851074
	Iteration 84Q: 3 clusters Score -1.930549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 120806 members 
Entering Unmasked Estep 
Score: -19305494.000000 Penalty: 5810.851074
	Iteration 85Q: 3 clusters Score -1.930549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 120809 members 
Entering Unmasked Estep 
Score: -19305498.000000 Penalty: 5810.851074
	Iteration 86Q: 3 clusters Score -1.93055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 120813 members 
Entering Unmasked Estep 
Score: -19305496.000000 Penalty: 5810.851074
	Iteration 87Q: 3 clusters Score -1.93055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 120817 members 
Entering Unmasked Estep 
Score: -19305506.000000 Penalty: 5810.851074
	Iteration 88Q: 3 clusters Score -1.930551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 120818 members 
Entering Unmasked Estep 
Score: -19305506.000000 Penalty: 5810.851074
	Iteration 89Q: 3 clusters Score -1.930551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 120819 members 
Entering Unmasked Estep 
Score: -19305506.000000 Penalty: 5810.851074
	Iteration 90Q: 3 clusters Score -1.930551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 120819 members 
Entering Unmasked Estep 
Score: -19305506.000000 Penalty: 5810.851074
	Iteration 91F: 3 clusters Score -1.930551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Entering Unmasked Estep 
Score: -629589.125000 Penalty: 2075.493408
	Iteration 0F: 2 clusters Score -629589.1 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 2088 members 
Entering Unmasked Estep 
Score: -625546.437500 Penalty: 4150.986816
	Iteration 0F: 3 clusters Score -625546.4 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -626520.312500 Penalty: 4150.986816
	Iteration 1F: 3 clusters Score -626520.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -626883.500000 Penalty: 4150.986816
	Iteration 2F: 3 clusters Score -626883.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -627298.750000 Penalty: 4150.986816
	Iteration 3F: 3 clusters Score -627298.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -627834.375000 Penalty: 4150.986816
	Iteration 4F: 3 clusters Score -627834.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -628361.187500 Penalty: 4150.986816
	Iteration 5F: 3 clusters Score -628361.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -628785.625000 Penalty: 4150.986816
	Iteration 6F: 3 clusters Score -628785.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -629028.187500 Penalty: 4150.986816
	Iteration 7F: 3 clusters Score -629028.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -629167.750000 Penalty: 4150.986816
	Iteration 8Q: 3 clusters Score -629167.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -629234.500000 Penalty: 4150.986816
	Iteration 9Q: 3 clusters Score -629234.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -629257.187500 Penalty: 4150.986816
	Iteration 10Q: 3 clusters Score -629257.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -629266.875000 Penalty: 4150.986816
	Iteration 11Q: 3 clusters Score -629266.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -629271.937500 Penalty: 4150.986816
	Iteration 12Q: 3 clusters Score -629271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -629273.187500 Penalty: 4150.986816
	Iteration 13Q: 3 clusters Score -629273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -629274.000000 Penalty: 4150.986816
	Iteration 14Q: 3 clusters Score -629274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -629278.000000 Penalty: 4150.986816
	Iteration 15Q: 3 clusters Score -629278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -629279.500000 Penalty: 4150.986816
	Iteration 16Q: 3 clusters Score -629279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -629279.625000 Penalty: 4150.986816
	Iteration 17Q: 3 clusters Score -629279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -629279.000000 Penalty: 4150.986816
	Iteration 18Q: 3 clusters Score -629279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -629279.000000 Penalty: 4150.986816
	Iteration 19F: 3 clusters Score -629279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -23407.767578 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -23407.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22407.478516 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -22407.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22610.146484 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -22610.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22693.806641 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -22693.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22713.271484 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -22713.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22725.419922 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -22725.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22725.419922 Penalty: 2730.644531
	Iteration 5F: 3 clusters Score -22725.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -410885.656250 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -410885.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -407848.843750 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -407848.8 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -408501.062500 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -408501.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -408663.718750 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -408663.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -408760.031250 Penalty: 3925.287842
	Iteration 3Q: 3 clusters Score -408760 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -408821.906250 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -408821.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -408878.875000 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -408878.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -408936.062500 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -408936.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -409032.718750 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -409032.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -409128.625000 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -409128.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -409230.500000 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -409230.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -409332.062500 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -409332.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -409406.656250 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -409406.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -409470.406250 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -409470.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -409541.625000 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -409541.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -409607.843750 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -409607.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -409674.031250 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -409674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -409737.531250 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -409737.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -409784.312500 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -409784.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -409819.906250 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -409819.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -409857.406250 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -409857.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -409897.781250 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -409897.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -409933.437500 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -409933.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -409964.437500 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -409964.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -409992.906250 Penalty: 3925.287842
	Iteration 23Q: 3 clusters Score -409992.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -410006.281250 Penalty: 3925.287842
	Iteration 24Q: 3 clusters Score -410006.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -410018.062500 Penalty: 3925.287842
	Iteration 25Q: 3 clusters Score -410018.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -410026.968750 Penalty: 3925.287842
	Iteration 26Q: 3 clusters Score -410027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -410034.843750 Penalty: 3925.287842
	Iteration 27Q: 3 clusters Score -410034.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -410046.062500 Penalty: 3925.287842
	Iteration 28Q: 3 clusters Score -410046.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -410054.656250 Penalty: 3925.287842
	Iteration 29Q: 3 clusters Score -410054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -410056.843750 Penalty: 3925.287842
	Iteration 30Q: 3 clusters Score -410056.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -410062.093750 Penalty: 3925.287842
	Iteration 31Q: 3 clusters Score -410062.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -410067.093750 Penalty: 3925.287842
	Iteration 32Q: 3 clusters Score -410067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -410069.375000 Penalty: 3925.287842
	Iteration 33Q: 3 clusters Score -410069.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -410070.312500 Penalty: 3925.287842
	Iteration 34Q: 3 clusters Score -410070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -410071.125000 Penalty: 3925.287842
	Iteration 35Q: 3 clusters Score -410071.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -410071.125000 Penalty: 3925.287842
	Iteration 36F: 3 clusters Score -410071.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -237910.562500 Penalty: 1837.766113
	Iteration 0F: 2 clusters Score -237910.6 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 823 members 
Entering Unmasked Estep 
Score: -235551.515625 Penalty: 3675.532227
	Iteration 0F: 3 clusters Score -235551.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -236145.796875 Penalty: 3675.532227
	Iteration 1F: 3 clusters Score -236145.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -236394.875000 Penalty: 3675.532227
	Iteration 2F: 3 clusters Score -236394.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -236585.843750 Penalty: 3675.532227
	Iteration 3F: 3 clusters Score -236585.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -236691.890625 Penalty: 3675.532227
	Iteration 4F: 3 clusters Score -236691.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -236779.421875 Penalty: 3675.532227
	Iteration 5Q: 3 clusters Score -236779.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -236827.515625 Penalty: 3675.532227
	Iteration 6Q: 3 clusters Score -236827.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -236870.500000 Penalty: 3675.532227
	Iteration 7Q: 3 clusters Score -236870.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -236894.375000 Penalty: 3675.532227
	Iteration 8Q: 3 clusters Score -236894.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -236906.468750 Penalty: 3675.532227
	Iteration 9Q: 3 clusters Score -236906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -236917.953125 Penalty: 3675.532227
	Iteration 10Q: 3 clusters Score -236918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -236927.843750 Penalty: 3675.532227
	Iteration 11Q: 3 clusters Score -236927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -236934.781250 Penalty: 3675.532227
	Iteration 12Q: 3 clusters Score -236934.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -236937.046875 Penalty: 3675.532227
	Iteration 13Q: 3 clusters Score -236937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -236938.718750 Penalty: 3675.532227
	Iteration 14Q: 3 clusters Score -236938.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -236943.718750 Penalty: 3675.532227
	Iteration 15Q: 3 clusters Score -236943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -236944.906250 Penalty: 3675.532227
	Iteration 16Q: 3 clusters Score -236944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -236944.906250 Penalty: 3675.532227
	Iteration 17F: 3 clusters Score -236944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (144681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144681 members 
Entering Unmasked Estep 
Score: -22720992.000000 Penalty: 2946.807129
	Iteration 0F: 2 clusters Score -2.272099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -22629922.000000 Penalty: 5893.614258
	Iteration 0F: 3 clusters Score -2.262992e+07 nChanged 69035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 77699 members 
Entering Unmasked Estep 
Score: -22670542.000000 Penalty: 5893.614258
	Iteration 1F: 3 clusters Score -2.267054e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -22671894.000000 Penalty: 5893.614258
	Iteration 2Q: 3 clusters Score -2.267189e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -22674106.000000 Penalty: 5893.614258
	Iteration 3Q: 3 clusters Score -2.267411e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -22678280.000000 Penalty: 5893.614258
	Iteration 4F: 3 clusters Score -2.267828e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 104062 members 
Entering Unmasked Estep 
Score: -22685854.000000 Penalty: 5893.614258
	Iteration 5F: 3 clusters Score -2.268585e+07 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 117171 members 
Entering Unmasked Estep 
Score: -22697328.000000 Penalty: 5893.614258
	Iteration 6F: 3 clusters Score -2.269733e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 130038 members 
Entering Unmasked Estep 
Score: -22708478.000000 Penalty: 5893.614258
	Iteration 7F: 3 clusters Score -2.270848e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 138777 members 
Entering Unmasked Estep 
Score: -22715280.000000 Penalty: 5893.614258
	Iteration 8F: 3 clusters Score -2.271528e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 142558 members 
Entering Unmasked Estep 
Score: -22717722.000000 Penalty: 5893.614258
	Iteration 9Q: 3 clusters Score -2.271772e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 143779 members 
Entering Unmasked Estep 
Score: -22718278.000000 Penalty: 5893.614258
	Iteration 10Q: 3 clusters Score -2.271828e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 144123 members 
Entering Unmasked Estep 
Score: -22718394.000000 Penalty: 5893.614258
	Iteration 11Q: 3 clusters Score -2.271839e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 144227 members 
Entering Unmasked Estep 
Score: -22718516.000000 Penalty: 5893.614258
	Iteration 12Q: 3 clusters Score -2.271852e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 144270 members 
Entering Unmasked Estep 
Score: -22718574.000000 Penalty: 5893.614258
	Iteration 13Q: 3 clusters Score -2.271857e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 144283 members 
Entering Unmasked Estep 
Score: -22718574.000000 Penalty: 5893.614258
	Iteration 14Q: 3 clusters Score -2.271857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 144289 members 
Entering Unmasked Estep 
Score: -22718574.000000 Penalty: 5893.614258
	Iteration 15Q: 3 clusters Score -2.271857e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 144298 members 
Entering Unmasked Estep 
Score: -22718584.000000 Penalty: 5893.614258
	Iteration 16Q: 3 clusters Score -2.271858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 144299 members 
Entering Unmasked Estep 
Score: -22718584.000000 Penalty: 5893.614258
	Iteration 17Q: 3 clusters Score -2.271858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 144299 members 
Entering Unmasked Estep 
Score: -22718596.000000 Penalty: 5893.614258
	Iteration 18Q: 3 clusters Score -2.27186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 144299 members 
Entering Unmasked Estep 
Score: -22718596.000000 Penalty: 5893.614258
	Iteration 19F: 3 clusters Score -2.27186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Entering Unmasked Estep 
Score: -2038707.500000 Penalty: 2354.384766
	Iteration 0F: 2 clusters Score -2038708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2028899.250000 Penalty: 4708.769531
	Iteration 0F: 3 clusters Score -2028899 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2031969.125000 Penalty: 4708.769531
	Iteration 1F: 3 clusters Score -2031969 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2032358.000000 Penalty: 4708.769531
	Iteration 2F: 3 clusters Score -2032358 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2032683.250000 Penalty: 4708.769531
	Iteration 3F: 3 clusters Score -2032683 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2032944.750000 Penalty: 4708.769531
	Iteration 4Q: 3 clusters Score -2032945 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2033202.500000 Penalty: 4708.769531
	Iteration 5Q: 3 clusters Score -2033202 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2033462.625000 Penalty: 4708.769531
	Iteration 6Q: 3 clusters Score -2033463 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2033711.250000 Penalty: 4708.769531
	Iteration 7Q: 3 clusters Score -2033711 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2033975.250000 Penalty: 4708.769531
	Iteration 8Q: 3 clusters Score -2033975 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2034272.750000 Penalty: 4708.769531
	Iteration 9Q: 3 clusters Score -2034273 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2034689.250000 Penalty: 4708.769531
	Iteration 10Q: 3 clusters Score -2034689 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2035292.000000 Penalty: 4708.769531
	Iteration 11F: 3 clusters Score -2035292 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2035950.750000 Penalty: 4708.769531
	Iteration 12F: 3 clusters Score -2035951 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2036496.750000 Penalty: 4708.769531
	Iteration 13Q: 3 clusters Score -2036497 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2036857.875000 Penalty: 4708.769531
	Iteration 14Q: 3 clusters Score -2036858 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2037150.500000 Penalty: 4708.769531
	Iteration 15Q: 3 clusters Score -2037150 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2037450.375000 Penalty: 4708.769531
	Iteration 16Q: 3 clusters Score -2037450 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2037740.125000 Penalty: 4708.769531
	Iteration 17Q: 3 clusters Score -2037740 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2037908.500000 Penalty: 4708.769531
	Iteration 18Q: 3 clusters Score -2037908 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2037982.125000 Penalty: 4708.769531
	Iteration 19Q: 3 clusters Score -2037982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2038026.125000 Penalty: 4708.769531
	Iteration 20F: 3 clusters Score -2038026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2038058.250000 Penalty: 4708.769531
	Iteration 21Q: 3 clusters Score -2038058 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2038078.375000 Penalty: 4708.769531
	Iteration 22Q: 3 clusters Score -2038078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2038092.750000 Penalty: 4708.769531
	Iteration 23Q: 3 clusters Score -2038093 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2038105.625000 Penalty: 4708.769531
	Iteration 24Q: 3 clusters Score -2038106 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2038109.250000 Penalty: 4708.769531
	Iteration 25Q: 3 clusters Score -2038109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2038114.500000 Penalty: 4708.769531
	Iteration 26Q: 3 clusters Score -2038114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2038122.375000 Penalty: 4708.769531
	Iteration 27Q: 3 clusters Score -2038122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2038127.125000 Penalty: 4708.769531
	Iteration 28Q: 3 clusters Score -2038127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2038128.875000 Penalty: 4708.769531
	Iteration 29Q: 3 clusters Score -2038129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2038124.500000 Penalty: 4708.769531
	Iteration 30Q: 3 clusters Score -2038124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2038131.750000 Penalty: 4708.769531
	Iteration 31Q: 3 clusters Score -2038132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2038134.750000 Penalty: 4708.769531
	Iteration 32Q: 3 clusters Score -2038135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2038127.750000 Penalty: 4708.769531
	Iteration 33Q: 3 clusters Score -2038128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2038130.500000 Penalty: 4708.769531
	Iteration 34Q: 3 clusters Score -2038130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2038138.375000 Penalty: 4708.769531
	Iteration 35Q: 3 clusters Score -2038138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2038137.875000 Penalty: 4708.769531
	Iteration 36Q: 3 clusters Score -2038138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2038139.750000 Penalty: 4708.769531
	Iteration 37Q: 3 clusters Score -2038140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2038142.875000 Penalty: 4708.769531
	Iteration 38Q: 3 clusters Score -2038143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2038143.375000 Penalty: 4708.769531
	Iteration 39Q: 3 clusters Score -2038143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2038141.625000 Penalty: 4708.769531
	Iteration 40F: 3 clusters Score -2038142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2038142.875000 Penalty: 4708.769531
	Iteration 41Q: 3 clusters Score -2038143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2038144.125000 Penalty: 4708.769531
	Iteration 42Q: 3 clusters Score -2038144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2038143.250000 Penalty: 4708.769531
	Iteration 43Q: 3 clusters Score -2038143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2038145.375000 Penalty: 4708.769531
	Iteration 44Q: 3 clusters Score -2038145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2038146.000000 Penalty: 4708.769531
	Iteration 45Q: 3 clusters Score -2038146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2038147.250000 Penalty: 4708.769531
	Iteration 46Q: 3 clusters Score -2038147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2038148.375000 Penalty: 4708.769531
	Iteration 47Q: 3 clusters Score -2038148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2038150.250000 Penalty: 4708.769531
	Iteration 48Q: 3 clusters Score -2038150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2038154.875000 Penalty: 4708.769531
	Iteration 49Q: 3 clusters Score -2038155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2038150.000000 Penalty: 4708.769531
	Iteration 50Q: 3 clusters Score -2038150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2038154.750000 Penalty: 4708.769531
	Iteration 51Q: 3 clusters Score -2038155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2038157.500000 Penalty: 4708.769531
	Iteration 52Q: 3 clusters Score -2038158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2038161.125000 Penalty: 4708.769531
	Iteration 53Q: 3 clusters Score -2038161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2038157.500000 Penalty: 4708.769531
	Iteration 54Q: 3 clusters Score -2038158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2038155.625000 Penalty: 4708.769531
	Iteration 55Q: 3 clusters Score -2038156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2038153.875000 Penalty: 4708.769531
	Iteration 56Q: 3 clusters Score -2038154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2038159.125000 Penalty: 4708.769531
	Iteration 57Q: 3 clusters Score -2038159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2038159.000000 Penalty: 4708.769531
	Iteration 58Q: 3 clusters Score -2038159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2038157.875000 Penalty: 4708.769531
	Iteration 59Q: 3 clusters Score -2038158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2038163.875000 Penalty: 4708.769531
	Iteration 60F: 3 clusters Score -2038164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2038162.750000 Penalty: 4708.769531
	Iteration 61Q: 3 clusters Score -2038163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2038162.625000 Penalty: 4708.769531
	Iteration 62Q: 3 clusters Score -2038163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2038159.000000 Penalty: 4708.769531
	Iteration 63Q: 3 clusters Score -2038159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2038160.750000 Penalty: 4708.769531
	Iteration 64Q: 3 clusters Score -2038161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2038162.375000 Penalty: 4708.769531
	Iteration 65Q: 3 clusters Score -2038162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2038163.125000 Penalty: 4708.769531
	Iteration 66Q: 3 clusters Score -2038163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2038165.500000 Penalty: 4708.769531
	Iteration 67Q: 3 clusters Score -2038166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2038166.750000 Penalty: 4708.769531
	Iteration 68Q: 3 clusters Score -2038167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2038166.250000 Penalty: 4708.769531
	Iteration 69Q: 3 clusters Score -2038166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2038165.250000 Penalty: 4708.769531
	Iteration 70Q: 3 clusters Score -2038165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2038164.000000 Penalty: 4708.769531
	Iteration 71Q: 3 clusters Score -2038164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2038163.875000 Penalty: 4708.769531
	Iteration 72Q: 3 clusters Score -2038164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2038164.000000 Penalty: 4708.769531
	Iteration 73Q: 3 clusters Score -2038164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2038164.000000 Penalty: 4708.769531
	Iteration 74F: 3 clusters Score -2038164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -99576.945312 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -99576.95 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 354 members 
Entering Unmasked Estep 
Score: -97889.046875 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -97889.05 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98165.382812 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -98165.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98240.617188 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -98240.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98283.484375 Penalty: 3259.157959
	Iteration 3Q: 3 clusters Score -98283.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98334.492188 Penalty: 3259.157959
	Iteration 4Q: 3 clusters Score -98334.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98394.484375 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -98394.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -98438.218750 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -98438.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98485.742188 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -98485.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98548.101562 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -98548.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98626.851562 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -98626.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98731.375000 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -98731.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98851.679688 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -98851.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98885.500000 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -98885.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -98901.468750 Penalty: 3259.157959
	Iteration 13Q: 3 clusters Score -98901.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98923.187500 Penalty: 3259.157959
	Iteration 14Q: 3 clusters Score -98923.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -98934.085938 Penalty: 3259.157959
	Iteration 15Q: 3 clusters Score -98934.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -98937.101562 Penalty: 3259.157959
	Iteration 16Q: 3 clusters Score -98937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98939.828125 Penalty: 3259.157959
	Iteration 17Q: 3 clusters Score -98939.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98939.828125 Penalty: 3259.157959
	Iteration 18F: 3 clusters Score -98939.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -142449.093750 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -142449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140474.593750 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -140474.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -140841.359375 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -140841.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -140971.546875 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -140971.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -141120.500000 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -141120.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141257.828125 Penalty: 3470.807617
	Iteration 4F: 3 clusters Score -141257.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141375.484375 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -141375.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141460.468750 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -141460.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -141510.984375 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -141511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -141536.234375 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -141536.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141553.109375 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -141553.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141566.234375 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -141566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141571.703125 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -141571.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141578.296875 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -141578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141581.343750 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -141581.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141586.140625 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -141586.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141595.984375 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -141596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -141608.453125 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -141608.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141623.234375 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -141623.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141635.656250 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -141635.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141644.328125 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -141644.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -141661.406250 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -141661.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141676.468750 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -141676.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141698.500000 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -141698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -141728.437500 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -141728.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141744.031250 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -141744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -141770.062500 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -141770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -141779.750000 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -141779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141796.265625 Penalty: 3470.807617
	Iteration 27Q: 3 clusters Score -141796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -141809.421875 Penalty: 3470.807617
	Iteration 28Q: 3 clusters Score -141809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141815.484375 Penalty: 3470.807617
	Iteration 29Q: 3 clusters Score -141815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -141820.687500 Penalty: 3470.807617
	Iteration 30Q: 3 clusters Score -141820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -141820.687500 Penalty: 3470.807617
	Iteration 31F: 3 clusters Score -141820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Entering Unmasked Estep 
Score: -4682224.500000 Penalty: 2556.917725
	Iteration 0F: 2 clusters Score -4682224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4661607.500000 Penalty: 5113.835449
	Iteration 0F: 3 clusters Score -4661608 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4669647.500000 Penalty: 5113.835449
	Iteration 1F: 3 clusters Score -4669648 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4671332.000000 Penalty: 5113.835449
	Iteration 2F: 3 clusters Score -4671332 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4673573.000000 Penalty: 5113.835449
	Iteration 3F: 3 clusters Score -4673573 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4675751.000000 Penalty: 5113.835449
	Iteration 4F: 3 clusters Score -4675751 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -4677535.000000 Penalty: 5113.835449
	Iteration 5F: 3 clusters Score -4677535 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4678939.500000 Penalty: 5113.835449
	Iteration 6F: 3 clusters Score -4678940 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4679787.000000 Penalty: 5113.835449
	Iteration 7Q: 3 clusters Score -4679787 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4680223.500000 Penalty: 5113.835449
	Iteration 8Q: 3 clusters Score -4680224 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4680443.000000 Penalty: 5113.835449
	Iteration 9Q: 3 clusters Score -4680443 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4680640.000000 Penalty: 5113.835449
	Iteration 10Q: 3 clusters Score -4680640 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4680802.000000 Penalty: 5113.835449
	Iteration 11Q: 3 clusters Score -4680802 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -4680916.000000 Penalty: 5113.835449
	Iteration 12Q: 3 clusters Score -4680916 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4681010.500000 Penalty: 5113.835449
	Iteration 13Q: 3 clusters Score -4681010 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4681114.500000 Penalty: 5113.835449
	Iteration 14Q: 3 clusters Score -4681114 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4681176.500000 Penalty: 5113.835449
	Iteration 15Q: 3 clusters Score -4681176 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4681256.000000 Penalty: 5113.835449
	Iteration 16Q: 3 clusters Score -4681256 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4681305.000000 Penalty: 5113.835449
	Iteration 17Q: 3 clusters Score -4681305 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4681316.000000 Penalty: 5113.835449
	Iteration 18Q: 3 clusters Score -4681316 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4681349.500000 Penalty: 5113.835449
	Iteration 19Q: 3 clusters Score -4681350 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -4681389.000000 Penalty: 5113.835449
	Iteration 20F: 3 clusters Score -4681389 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4681441.000000 Penalty: 5113.835449
	Iteration 21Q: 3 clusters Score -4681441 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -4681456.500000 Penalty: 5113.835449
	Iteration 22Q: 3 clusters Score -4681456 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4681488.500000 Penalty: 5113.835449
	Iteration 23Q: 3 clusters Score -4681488 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -4681559.500000 Penalty: 5113.835449
	Iteration 24Q: 3 clusters Score -4681560 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4681643.500000 Penalty: 5113.835449
	Iteration 25Q: 3 clusters Score -4681644 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4681775.500000 Penalty: 5113.835449
	Iteration 26Q: 3 clusters Score -4681776 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4681909.000000 Penalty: 5113.835449
	Iteration 27Q: 3 clusters Score -4681909 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4682055.500000 Penalty: 5113.835449
	Iteration 28Q: 3 clusters Score -4682056 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4682220.500000 Penalty: 5113.835449
	Iteration 29Q: 3 clusters Score -4682220 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4682358.000000 Penalty: 5113.835449
	Iteration 30Q: 3 clusters Score -4682358 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4682485.000000 Penalty: 5113.835449
	Iteration 31Q: 3 clusters Score -4682485 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -4682629.000000 Penalty: 5113.835449
	Iteration 32Q: 3 clusters Score -4682629 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4682666.500000 Penalty: 5113.835449
	Iteration 33Q: 3 clusters Score -4682666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4682725.500000 Penalty: 5113.835449
	Iteration 34Q: 3 clusters Score -4682726 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4682784.500000 Penalty: 5113.835449
	Iteration 35Q: 3 clusters Score -4682784 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4682815.000000 Penalty: 5113.835449
	Iteration 36Q: 3 clusters Score -4682815 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4682879.000000 Penalty: 5113.835449
	Iteration 37Q: 3 clusters Score -4682879 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -4682901.500000 Penalty: 5113.835449
	Iteration 38Q: 3 clusters Score -4682902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4682928.500000 Penalty: 5113.835449
	Iteration 39Q: 3 clusters Score -4682928 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4682954.000000 Penalty: 5113.835449
	Iteration 40F: 3 clusters Score -4682954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -4682967.500000 Penalty: 5113.835449
	Iteration 41Q: 3 clusters Score -4682968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4682967.000000 Penalty: 5113.835449
	Iteration 42Q: 3 clusters Score -4682967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4682970.500000 Penalty: 5113.835449
	Iteration 43Q: 3 clusters Score -4682970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4682974.500000 Penalty: 5113.835449
	Iteration 44Q: 3 clusters Score -4682974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4682976.000000 Penalty: 5113.835449
	Iteration 45Q: 3 clusters Score -4682976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -4683001.000000 Penalty: 5113.835449
	Iteration 46Q: 3 clusters Score -4683001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -4682998.000000 Penalty: 5113.835449
	Iteration 47Q: 3 clusters Score -4682998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -4683001.000000 Penalty: 5113.835449
	Iteration 48Q: 3 clusters Score -4683001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4683010.500000 Penalty: 5113.835449
	Iteration 49Q: 3 clusters Score -4683010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -4683007.500000 Penalty: 5113.835449
	Iteration 50Q: 3 clusters Score -4683008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -4683000.500000 Penalty: 5113.835449
	Iteration 51Q: 3 clusters Score -4683000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4683017.500000 Penalty: 5113.835449
	Iteration 52Q: 3 clusters Score -4683018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4683020.500000 Penalty: 5113.835449
	Iteration 53Q: 3 clusters Score -4683020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -4683038.000000 Penalty: 5113.835449
	Iteration 54Q: 3 clusters Score -4683038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4683038.000000 Penalty: 5113.835449
	Iteration 55Q: 3 clusters Score -4683038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4683042.000000 Penalty: 5113.835449
	Iteration 56Q: 3 clusters Score -4683042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -4683041.500000 Penalty: 5113.835449
	Iteration 57Q: 3 clusters Score -4683042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4683046.000000 Penalty: 5113.835449
	Iteration 58Q: 3 clusters Score -4683046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4683038.000000 Penalty: 5113.835449
	Iteration 59Q: 3 clusters Score -4683038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4683038.500000 Penalty: 5113.835449
	Iteration 60F: 3 clusters Score -4683038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4683038.500000 Penalty: 5113.835449
	Iteration 61Q: 3 clusters Score -4683038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4683040.000000 Penalty: 5113.835449
	Iteration 62Q: 3 clusters Score -4683040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4683038.500000 Penalty: 5113.835449
	Iteration 63Q: 3 clusters Score -4683038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -4683038.500000 Penalty: 5113.835449
	Iteration 64F: 3 clusters Score -4683038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 122446 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144681 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 18524 members 
Mstep: Class 21 contains 34166 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 96497 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 952 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 11512 members 
Entering Unmasked Estep 
Score: -86710344.000000 Penalty: 111674.500000
Splitting cluster 20 changes total score from -86710096.000000 to -86710344.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (34166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Entering Unmasked Estep 
Score: -5297004.000000 Penalty: 2588.868408
	Iteration 0F: 2 clusters Score -5297004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -5273710.000000 Penalty: 5177.736816
	Iteration 0F: 3 clusters Score -5273710 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -5282093.000000 Penalty: 5177.736816
	Iteration 1F: 3 clusters Score -5282093 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -5282527.000000 Penalty: 5177.736816
	Iteration 2Q: 3 clusters Score -5282527 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -5282869.500000 Penalty: 5177.736816
	Iteration 3Q: 3 clusters Score -5282870 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -5283225.500000 Penalty: 5177.736816
	Iteration 4Q: 3 clusters Score -5283226 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5283576.000000 Penalty: 5177.736816
	Iteration 5Q: 3 clusters Score -5283576 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -5283985.500000 Penalty: 5177.736816
	Iteration 6Q: 3 clusters Score -5283986 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5284400.500000 Penalty: 5177.736816
	Iteration 7Q: 3 clusters Score -5284400 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5284912.000000 Penalty: 5177.736816
	Iteration 8Q: 3 clusters Score -5284912 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5285572.500000 Penalty: 5177.736816
	Iteration 9Q: 3 clusters Score -5285572 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -5286379.500000 Penalty: 5177.736816
	Iteration 10Q: 3 clusters Score -5286380 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5287280.500000 Penalty: 5177.736816
	Iteration 11F: 3 clusters Score -5287280 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -5288178.500000 Penalty: 5177.736816
	Iteration 12Q: 3 clusters Score -5288178 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -5289171.000000 Penalty: 5177.736816
	Iteration 13Q: 3 clusters Score -5289171 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -5290209.000000 Penalty: 5177.736816
	Iteration 14Q: 3 clusters Score -5290209 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -5291212.500000 Penalty: 5177.736816
	Iteration 15Q: 3 clusters Score -5291212 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -5292234.000000 Penalty: 5177.736816
	Iteration 16Q: 3 clusters Score -5292234 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -5293121.000000 Penalty: 5177.736816
	Iteration 17Q: 3 clusters Score -5293121 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5293750.500000 Penalty: 5177.736816
	Iteration 18Q: 3 clusters Score -5293750 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -5294137.500000 Penalty: 5177.736816
	Iteration 19Q: 3 clusters Score -5294138 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -5294332.500000 Penalty: 5177.736816
	Iteration 20F: 3 clusters Score -5294332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -5294478.500000 Penalty: 5177.736816
	Iteration 21Q: 3 clusters Score -5294478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5294559.000000 Penalty: 5177.736816
	Iteration 22Q: 3 clusters Score -5294559 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -5294625.500000 Penalty: 5177.736816
	Iteration 23Q: 3 clusters Score -5294626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -5294669.000000 Penalty: 5177.736816
	Iteration 24Q: 3 clusters Score -5294669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5294696.500000 Penalty: 5177.736816
	Iteration 25Q: 3 clusters Score -5294696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -5294703.000000 Penalty: 5177.736816
	Iteration 26Q: 3 clusters Score -5294703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -5294706.000000 Penalty: 5177.736816
	Iteration 27Q: 3 clusters Score -5294706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -5294715.500000 Penalty: 5177.736816
	Iteration 28Q: 3 clusters Score -5294716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -5294724.000000 Penalty: 5177.736816
	Iteration 29Q: 3 clusters Score -5294724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -5294728.500000 Penalty: 5177.736816
	Iteration 30Q: 3 clusters Score -5294728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -5294732.500000 Penalty: 5177.736816
	Iteration 31Q: 3 clusters Score -5294732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -5294734.000000 Penalty: 5177.736816
	Iteration 32Q: 3 clusters Score -5294734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -5294737.000000 Penalty: 5177.736816
	Iteration 33Q: 3 clusters Score -5294737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -5294735.000000 Penalty: 5177.736816
	Iteration 34Q: 3 clusters Score -5294735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -5294735.000000 Penalty: 5177.736816
	Iteration 35F: 3 clusters Score -5294735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -966330.562500 Penalty: 2176.948486
	Iteration 0F: 2 clusters Score -966330.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -960912.312500 Penalty: 4353.896973
	Iteration 0F: 3 clusters Score -960912.3 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -962271.687500 Penalty: 4353.896973
	Iteration 1F: 3 clusters Score -962271.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -962574.250000 Penalty: 4353.896973
	Iteration 2F: 3 clusters Score -962574.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -962820.625000 Penalty: 4353.896973
	Iteration 3F: 3 clusters Score -962820.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -962996.312500 Penalty: 4353.896973
	Iteration 4Q: 3 clusters Score -962996.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -963114.062500 Penalty: 4353.896973
	Iteration 5Q: 3 clusters Score -963114.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -963200.000000 Penalty: 4353.896973
	Iteration 6Q: 3 clusters Score -963200 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -963274.562500 Penalty: 4353.896973
	Iteration 7Q: 3 clusters Score -963274.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -963349.937500 Penalty: 4353.896973
	Iteration 8Q: 3 clusters Score -963349.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -963406.250000 Penalty: 4353.896973
	Iteration 9Q: 3 clusters Score -963406.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -963459.812500 Penalty: 4353.896973
	Iteration 10Q: 3 clusters Score -963459.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -963514.750000 Penalty: 4353.896973
	Iteration 11Q: 3 clusters Score -963514.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -963565.250000 Penalty: 4353.896973
	Iteration 12Q: 3 clusters Score -963565.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -963613.687500 Penalty: 4353.896973
	Iteration 13Q: 3 clusters Score -963613.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -963662.625000 Penalty: 4353.896973
	Iteration 14Q: 3 clusters Score -963662.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -963699.125000 Penalty: 4353.896973
	Iteration 15Q: 3 clusters Score -963699.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -963739.750000 Penalty: 4353.896973
	Iteration 16Q: 3 clusters Score -963739.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -963786.250000 Penalty: 4353.896973
	Iteration 17Q: 3 clusters Score -963786.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -963834.375000 Penalty: 4353.896973
	Iteration 18Q: 3 clusters Score -963834.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -963892.687500 Penalty: 4353.896973
	Iteration 19Q: 3 clusters Score -963892.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -963932.062500 Penalty: 4353.896973
	Iteration 20F: 3 clusters Score -963932.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -963973.500000 Penalty: 4353.896973
	Iteration 21Q: 3 clusters Score -963973.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -964021.187500 Penalty: 4353.896973
	Iteration 22Q: 3 clusters Score -964021.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -964081.812500 Penalty: 4353.896973
	Iteration 23Q: 3 clusters Score -964081.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -964140.187500 Penalty: 4353.896973
	Iteration 24Q: 3 clusters Score -964140.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -964209.750000 Penalty: 4353.896973
	Iteration 25Q: 3 clusters Score -964209.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -964281.875000 Penalty: 4353.896973
	Iteration 26Q: 3 clusters Score -964281.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -964369.375000 Penalty: 4353.896973
	Iteration 27Q: 3 clusters Score -964369.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -964463.562500 Penalty: 4353.896973
	Iteration 28Q: 3 clusters Score -964463.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -964585.625000 Penalty: 4353.896973
	Iteration 29Q: 3 clusters Score -964585.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -964758.687500 Penalty: 4353.896973
	Iteration 30Q: 3 clusters Score -964758.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -964925.937500 Penalty: 4353.896973
	Iteration 31Q: 3 clusters Score -964925.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -965117.750000 Penalty: 4353.896973
	Iteration 32Q: 3 clusters Score -965117.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -965270.937500 Penalty: 4353.896973
	Iteration 33Q: 3 clusters Score -965270.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -965391.437500 Penalty: 4353.896973
	Iteration 34Q: 3 clusters Score -965391.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -965531.312500 Penalty: 4353.896973
	Iteration 35Q: 3 clusters Score -965531.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -965625.562500 Penalty: 4353.896973
	Iteration 36Q: 3 clusters Score -965625.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -965687.500000 Penalty: 4353.896973
	Iteration 37Q: 3 clusters Score -965687.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -965724.625000 Penalty: 4353.896973
	Iteration 38Q: 3 clusters Score -965724.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -965756.187500 Penalty: 4353.896973
	Iteration 39Q: 3 clusters Score -965756.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -965774.500000 Penalty: 4353.896973
	Iteration 40F: 3 clusters Score -965774.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -965788.500000 Penalty: 4353.896973
	Iteration 41Q: 3 clusters Score -965788.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -965803.812500 Penalty: 4353.896973
	Iteration 42Q: 3 clusters Score -965803.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -965822.250000 Penalty: 4353.896973
	Iteration 43Q: 3 clusters Score -965822.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -965832.500000 Penalty: 4353.896973
	Iteration 44Q: 3 clusters Score -965832.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -965837.437500 Penalty: 4353.896973
	Iteration 45Q: 3 clusters Score -965837.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -965840.875000 Penalty: 4353.896973
	Iteration 46Q: 3 clusters Score -965840.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -965843.937500 Penalty: 4353.896973
	Iteration 47Q: 3 clusters Score -965843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -965846.062500 Penalty: 4353.896973
	Iteration 48Q: 3 clusters Score -965846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -965847.625000 Penalty: 4353.896973
	Iteration 49Q: 3 clusters Score -965847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -965847.875000 Penalty: 4353.896973
	Iteration 50Q: 3 clusters Score -965847.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -965849.687500 Penalty: 4353.896973
	Iteration 51Q: 3 clusters Score -965849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -965850.000000 Penalty: 4353.896973
	Iteration 52Q: 3 clusters Score -965850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -965851.937500 Penalty: 4353.896973
	Iteration 53Q: 3 clusters Score -965851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -965855.375000 Penalty: 4353.896973
	Iteration 54Q: 3 clusters Score -965855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -965856.750000 Penalty: 4353.896973
	Iteration 55Q: 3 clusters Score -965856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -965860.125000 Penalty: 4353.896973
	Iteration 56Q: 3 clusters Score -965860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -965860.562500 Penalty: 4353.896973
	Iteration 57Q: 3 clusters Score -965860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -965860.937500 Penalty: 4353.896973
	Iteration 58Q: 3 clusters Score -965860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -965862.062500 Penalty: 4353.896973
	Iteration 59Q: 3 clusters Score -965862.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -965862.062500 Penalty: 4353.896973
	Iteration 60F: 3 clusters Score -965862.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (96497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Entering Unmasked Estep 
Score: -15228167.000000 Penalty: 2846.362305
	Iteration 0F: 2 clusters Score -1.522817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -15164838.000000 Penalty: 5692.724609
	Iteration 0F: 3 clusters Score -1.516484e+07 nChanged 45570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -15190957.000000 Penalty: 5692.724609
	Iteration 1F: 3 clusters Score -1.519096e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -15191797.000000 Penalty: 5692.724609
	Iteration 2Q: 3 clusters Score -1.51918e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -15192907.000000 Penalty: 5692.724609
	Iteration 3Q: 3 clusters Score -1.519291e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 56250 members 
Entering Unmasked Estep 
Score: -15194726.000000 Penalty: 5692.724609
	Iteration 4Q: 3 clusters Score -1.519473e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -15197522.000000 Penalty: 5692.724609
	Iteration 5F: 3 clusters Score -1.519752e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -15201830.000000 Penalty: 5692.724609
	Iteration 6F: 3 clusters Score -1.520183e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -15207521.000000 Penalty: 5692.724609
	Iteration 7F: 3 clusters Score -1.520752e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 78699 members 
Entering Unmasked Estep 
Score: -15213227.000000 Penalty: 5692.724609
	Iteration 8F: 3 clusters Score -1.521323e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -15217811.000000 Penalty: 5692.724609
	Iteration 9F: 3 clusters Score -1.521781e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -15220662.000000 Penalty: 5692.724609
	Iteration 10Q: 3 clusters Score -1.522066e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -15222477.000000 Penalty: 5692.724609
	Iteration 11Q: 3 clusters Score -1.522248e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -15223654.000000 Penalty: 5692.724609
	Iteration 12Q: 3 clusters Score -1.522365e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -15224377.000000 Penalty: 5692.724609
	Iteration 13Q: 3 clusters Score -1.522438e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -15224837.000000 Penalty: 5692.724609
	Iteration 14Q: 3 clusters Score -1.522484e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 94374 members 
Entering Unmasked Estep 
Score: -15225212.000000 Penalty: 5692.724609
	Iteration 15Q: 3 clusters Score -1.522521e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -15225418.000000 Penalty: 5692.724609
	Iteration 16Q: 3 clusters Score -1.522542e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 94941 members 
Entering Unmasked Estep 
Score: -15225557.000000 Penalty: 5692.724609
	Iteration 17Q: 3 clusters Score -1.522556e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -15225666.000000 Penalty: 5692.724609
	Iteration 18Q: 3 clusters Score -1.522567e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 95223 members 
Entering Unmasked Estep 
Score: -15225748.000000 Penalty: 5692.724609
	Iteration 19Q: 3 clusters Score -1.522575e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -15225800.000000 Penalty: 5692.724609
	Iteration 20F: 3 clusters Score -1.52258e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -15225828.000000 Penalty: 5692.724609
	Iteration 21Q: 3 clusters Score -1.522583e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -15225856.000000 Penalty: 5692.724609
	Iteration 22Q: 3 clusters Score -1.522586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -15225877.000000 Penalty: 5692.724609
	Iteration 23Q: 3 clusters Score -1.522588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -15225903.000000 Penalty: 5692.724609
	Iteration 24Q: 3 clusters Score -1.52259e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -15225911.000000 Penalty: 5692.724609
	Iteration 25Q: 3 clusters Score -1.522591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -15225918.000000 Penalty: 5692.724609
	Iteration 26Q: 3 clusters Score -1.522592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -15225925.000000 Penalty: 5692.724609
	Iteration 27Q: 3 clusters Score -1.522592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -15225919.000000 Penalty: 5692.724609
	Iteration 28Q: 3 clusters Score -1.522592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 95482 members 
Entering Unmasked Estep 
Score: -15225925.000000 Penalty: 5692.724609
	Iteration 29Q: 3 clusters Score -1.522592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -15225929.000000 Penalty: 5692.724609
	Iteration 30Q: 3 clusters Score -1.522593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -15225931.000000 Penalty: 5692.724609
	Iteration 31Q: 3 clusters Score -1.522593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -15225933.000000 Penalty: 5692.724609
	Iteration 32Q: 3 clusters Score -1.522593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -15225935.000000 Penalty: 5692.724609
	Iteration 33Q: 3 clusters Score -1.522594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -15225938.000000 Penalty: 5692.724609
	Iteration 34Q: 3 clusters Score -1.522594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -15225938.000000 Penalty: 5692.724609
	Iteration 35F: 3 clusters Score -1.522594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Entering Unmasked Estep 
Score: -6540501.500000 Penalty: 2641.043457
	Iteration 0F: 2 clusters Score -6540502 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 21087 members 
Entering Unmasked Estep 
Score: -6511964.000000 Penalty: 5282.086914
	Iteration 0F: 3 clusters Score -6511964 nChanged 19373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -6522513.000000 Penalty: 5282.086914
	Iteration 1F: 3 clusters Score -6522513 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -6523048.000000 Penalty: 5282.086914
	Iteration 2Q: 3 clusters Score -6523048 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -6523442.500000 Penalty: 5282.086914
	Iteration 3Q: 3 clusters Score -6523442 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -6523812.000000 Penalty: 5282.086914
	Iteration 4Q: 3 clusters Score -6523812 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -6524133.000000 Penalty: 5282.086914
	Iteration 5Q: 3 clusters Score -6524133 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -6524527.500000 Penalty: 5282.086914
	Iteration 6Q: 3 clusters Score -6524528 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -6524925.000000 Penalty: 5282.086914
	Iteration 7Q: 3 clusters Score -6524925 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -6525395.500000 Penalty: 5282.086914
	Iteration 8Q: 3 clusters Score -6525396 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -6525858.500000 Penalty: 5282.086914
	Iteration 9Q: 3 clusters Score -6525858 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -6526390.500000 Penalty: 5282.086914
	Iteration 10Q: 3 clusters Score -6526390 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -6527011.000000 Penalty: 5282.086914
	Iteration 11Q: 3 clusters Score -6527011 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -6527572.500000 Penalty: 5282.086914
	Iteration 12Q: 3 clusters Score -6527572 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -6528101.000000 Penalty: 5282.086914
	Iteration 13Q: 3 clusters Score -6528101 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -6528626.500000 Penalty: 5282.086914
	Iteration 14Q: 3 clusters Score -6528626 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -6529179.500000 Penalty: 5282.086914
	Iteration 15Q: 3 clusters Score -6529180 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -6529822.000000 Penalty: 5282.086914
	Iteration 16Q: 3 clusters Score -6529822 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -6530771.500000 Penalty: 5282.086914
	Iteration 17Q: 3 clusters Score -6530772 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -6531997.000000 Penalty: 5282.086914
	Iteration 18Q: 3 clusters Score -6531997 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6533477.000000 Penalty: 5282.086914
	Iteration 19Q: 3 clusters Score -6533477 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6534644.000000 Penalty: 5282.086914
	Iteration 20F: 3 clusters Score -6534644 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -6535394.500000 Penalty: 5282.086914
	Iteration 21Q: 3 clusters Score -6535394 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -6535858.500000 Penalty: 5282.086914
	Iteration 22Q: 3 clusters Score -6535858 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -6536222.500000 Penalty: 5282.086914
	Iteration 23Q: 3 clusters Score -6536222 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -6536528.500000 Penalty: 5282.086914
	Iteration 24Q: 3 clusters Score -6536528 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -6536739.000000 Penalty: 5282.086914
	Iteration 25Q: 3 clusters Score -6536739 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -6536889.000000 Penalty: 5282.086914
	Iteration 26Q: 3 clusters Score -6536889 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -6536991.500000 Penalty: 5282.086914
	Iteration 27Q: 3 clusters Score -6536992 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6537092.500000 Penalty: 5282.086914
	Iteration 28Q: 3 clusters Score -6537092 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6537152.000000 Penalty: 5282.086914
	Iteration 29Q: 3 clusters Score -6537152 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -6537233.500000 Penalty: 5282.086914
	Iteration 30Q: 3 clusters Score -6537234 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6537270.000000 Penalty: 5282.086914
	Iteration 31Q: 3 clusters Score -6537270 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6537307.500000 Penalty: 5282.086914
	Iteration 32Q: 3 clusters Score -6537308 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6537363.000000 Penalty: 5282.086914
	Iteration 33Q: 3 clusters Score -6537363 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6537393.000000 Penalty: 5282.086914
	Iteration 34Q: 3 clusters Score -6537393 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -6537420.000000 Penalty: 5282.086914
	Iteration 35Q: 3 clusters Score -6537420 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -6537444.000000 Penalty: 5282.086914
	Iteration 36Q: 3 clusters Score -6537444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6537466.500000 Penalty: 5282.086914
	Iteration 37Q: 3 clusters Score -6537466 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6537498.000000 Penalty: 5282.086914
	Iteration 38Q: 3 clusters Score -6537498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6537553.000000 Penalty: 5282.086914
	Iteration 39Q: 3 clusters Score -6537553 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -6537588.500000 Penalty: 5282.086914
	Iteration 40F: 3 clusters Score -6537588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -6537593.000000 Penalty: 5282.086914
	Iteration 41Q: 3 clusters Score -6537593 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6537605.500000 Penalty: 5282.086914
	Iteration 42Q: 3 clusters Score -6537606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6537630.500000 Penalty: 5282.086914
	Iteration 43Q: 3 clusters Score -6537630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6537640.000000 Penalty: 5282.086914
	Iteration 44Q: 3 clusters Score -6537640 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6537657.000000 Penalty: 5282.086914
	Iteration 45Q: 3 clusters Score -6537657 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6537670.000000 Penalty: 5282.086914
	Iteration 46Q: 3 clusters Score -6537670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6537699.500000 Penalty: 5282.086914
	Iteration 47Q: 3 clusters Score -6537700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6537698.000000 Penalty: 5282.086914
	Iteration 48Q: 3 clusters Score -6537698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6537723.000000 Penalty: 5282.086914
	Iteration 49Q: 3 clusters Score -6537723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6537749.500000 Penalty: 5282.086914
	Iteration 50Q: 3 clusters Score -6537750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6537768.500000 Penalty: 5282.086914
	Iteration 51Q: 3 clusters Score -6537768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6537801.500000 Penalty: 5282.086914
	Iteration 52Q: 3 clusters Score -6537802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6537807.500000 Penalty: 5282.086914
	Iteration 53Q: 3 clusters Score -6537808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6537837.000000 Penalty: 5282.086914
	Iteration 54Q: 3 clusters Score -6537837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6537839.500000 Penalty: 5282.086914
	Iteration 55Q: 3 clusters Score -6537840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6537860.500000 Penalty: 5282.086914
	Iteration 56Q: 3 clusters Score -6537860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6537864.000000 Penalty: 5282.086914
	Iteration 57Q: 3 clusters Score -6537864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6537871.500000 Penalty: 5282.086914
	Iteration 58Q: 3 clusters Score -6537872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6537879.500000 Penalty: 5282.086914
	Iteration 59Q: 3 clusters Score -6537880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6537897.500000 Penalty: 5282.086914
	Iteration 60F: 3 clusters Score -6537898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -6537900.500000 Penalty: 5282.086914
	Iteration 61Q: 3 clusters Score -6537900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6537906.000000 Penalty: 5282.086914
	Iteration 62Q: 3 clusters Score -6537906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6537916.000000 Penalty: 5282.086914
	Iteration 63Q: 3 clusters Score -6537916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -6537923.000000 Penalty: 5282.086914
	Iteration 64Q: 3 clusters Score -6537923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -6537933.500000 Penalty: 5282.086914
	Iteration 65Q: 3 clusters Score -6537934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6537943.500000 Penalty: 5282.086914
	Iteration 66Q: 3 clusters Score -6537944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6537955.000000 Penalty: 5282.086914
	Iteration 67Q: 3 clusters Score -6537955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6537967.000000 Penalty: 5282.086914
	Iteration 68Q: 3 clusters Score -6537967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6537974.500000 Penalty: 5282.086914
	Iteration 69Q: 3 clusters Score -6537974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6537977.000000 Penalty: 5282.086914
	Iteration 70Q: 3 clusters Score -6537977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6537980.000000 Penalty: 5282.086914
	Iteration 71Q: 3 clusters Score -6537980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6537977.000000 Penalty: 5282.086914
	Iteration 72Q: 3 clusters Score -6537977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6537983.000000 Penalty: 5282.086914
	Iteration 73Q: 3 clusters Score -6537983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -6537999.500000 Penalty: 5282.086914
	Iteration 74Q: 3 clusters Score -6538000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6538005.500000 Penalty: 5282.086914
	Iteration 75Q: 3 clusters Score -6538006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6538013.000000 Penalty: 5282.086914
	Iteration 76Q: 3 clusters Score -6538013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6538019.000000 Penalty: 5282.086914
	Iteration 77Q: 3 clusters Score -6538019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6538019.000000 Penalty: 5282.086914
	Iteration 78Q: 3 clusters Score -6538019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6538018.500000 Penalty: 5282.086914
	Iteration 79Q: 3 clusters Score -6538018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6538013.000000 Penalty: 5282.086914
	Iteration 80F: 3 clusters Score -6538013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6538021.000000 Penalty: 5282.086914
	Iteration 81Q: 3 clusters Score -6538021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6538024.500000 Penalty: 5282.086914
	Iteration 82Q: 3 clusters Score -6538024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6538016.500000 Penalty: 5282.086914
	Iteration 83Q: 3 clusters Score -6538016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6538016.500000 Penalty: 5282.086914
	Iteration 84F: 3 clusters Score -6538016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -128331.164062 Penalty: 1700.924072
	Iteration 0F: 2 clusters Score -128331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -126491.695312 Penalty: 3401.848145
	Iteration 0F: 3 clusters Score -126491.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127008.593750 Penalty: 3401.848145
	Iteration 1F: 3 clusters Score -127008.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127438.117188 Penalty: 3401.848145
	Iteration 2F: 3 clusters Score -127438.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127766.085938 Penalty: 3401.848145
	Iteration 3F: 3 clusters Score -127766.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127979.851562 Penalty: 3401.848145
	Iteration 4F: 3 clusters Score -127979.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128121.601562 Penalty: 3401.848145
	Iteration 5Q: 3 clusters Score -128121.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -128462.617188 Penalty: 3401.848145
	Iteration 6Q: 3 clusters Score -128462.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -129143.765625 Penalty: 3401.848145
	Iteration 7Q: 3 clusters Score -129143.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -130293.843750 Penalty: 3401.848145
	Iteration 8Q: 3 clusters Score -130293.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130412.593750 Penalty: 3401.848145
	Iteration 9Q: 3 clusters Score -130412.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -130486.718750 Penalty: 3401.848145
	Iteration 10Q: 3 clusters Score -130486.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130525.531250 Penalty: 3401.848145
	Iteration 11Q: 3 clusters Score -130525.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -130536.687500 Penalty: 3401.848145
	Iteration 12Q: 3 clusters Score -130536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -130541.828125 Penalty: 3401.848145
	Iteration 13Q: 3 clusters Score -130541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -130545.656250 Penalty: 3401.848145
	Iteration 14F: 3 clusters Score -130545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -130553.937500 Penalty: 3401.848145
	Iteration 15Q: 3 clusters Score -130553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -130563.453125 Penalty: 3401.848145
	Iteration 16Q: 3 clusters Score -130563.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -130570.671875 Penalty: 3401.848145
	Iteration 17Q: 3 clusters Score -130570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130571.976562 Penalty: 3401.848145
	Iteration 18Q: 3 clusters Score -130572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130571.976562 Penalty: 3401.848145
	Iteration 19F: 3 clusters Score -130572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 122446 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144681 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 18524 members 
Mstep: Class 21 contains 34166 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 96497 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4690 members 
Mstep: Class 34 contains 11512 members 
Mstep: Class 35 contains 775 members 
Entering Unmasked Estep 
Score: -86711000.000000 Penalty: 114959.039062
Splitting cluster 25 changes total score from -86710096.000000 to -86711000.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 26 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -140791.890625 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -140791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -138901.953125 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -138902 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139462.250000 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -139462.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139721.312500 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -139721.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -139956.609375 Penalty: 3439.943848
	Iteration 3F: 3 clusters Score -139956.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -140106.203125 Penalty: 3439.943848
	Iteration 4F: 3 clusters Score -140106.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -140188.015625 Penalty: 3439.943848
	Iteration 5Q: 3 clusters Score -140188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -140275.609375 Penalty: 3439.943848
	Iteration 6Q: 3 clusters Score -140275.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -140342.203125 Penalty: 3439.943848
	Iteration 7Q: 3 clusters Score -140342.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140381.015625 Penalty: 3439.943848
	Iteration 8Q: 3 clusters Score -140381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140404.562500 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -140404.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140437.468750 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -140437.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140461.406250 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -140461.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140478.078125 Penalty: 3439.943848
	Iteration 12Q: 3 clusters Score -140478.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -140494.765625 Penalty: 3439.943848
	Iteration 13Q: 3 clusters Score -140494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -140506.781250 Penalty: 3439.943848
	Iteration 14Q: 3 clusters Score -140506.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140521.875000 Penalty: 3439.943848
	Iteration 15Q: 3 clusters Score -140521.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -140533.937500 Penalty: 3439.943848
	Iteration 16Q: 3 clusters Score -140533.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -140550.593750 Penalty: 3439.943848
	Iteration 17Q: 3 clusters Score -140550.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140566.687500 Penalty: 3439.943848
	Iteration 18Q: 3 clusters Score -140566.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -140582.484375 Penalty: 3439.943848
	Iteration 19Q: 3 clusters Score -140582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -140594.156250 Penalty: 3439.943848
	Iteration 20F: 3 clusters Score -140594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -140605.921875 Penalty: 3439.943848
	Iteration 21Q: 3 clusters Score -140605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -140609.593750 Penalty: 3439.943848
	Iteration 22Q: 3 clusters Score -140609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -140610.937500 Penalty: 3439.943848
	Iteration 23Q: 3 clusters Score -140610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -140612.125000 Penalty: 3439.943848
	Iteration 24Q: 3 clusters Score -140612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -140614.734375 Penalty: 3439.943848
	Iteration 25Q: 3 clusters Score -140614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -140617.015625 Penalty: 3439.943848
	Iteration 26Q: 3 clusters Score -140617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -140619.468750 Penalty: 3439.943848
	Iteration 27Q: 3 clusters Score -140619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -140621.453125 Penalty: 3439.943848
	Iteration 28Q: 3 clusters Score -140621.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -140624.703125 Penalty: 3439.943848
	Iteration 29Q: 3 clusters Score -140624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -140626.609375 Penalty: 3439.943848
	Iteration 30Q: 3 clusters Score -140626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -140627.171875 Penalty: 3439.943848
	Iteration 31Q: 3 clusters Score -140627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -140629.203125 Penalty: 3439.943848
	Iteration 32Q: 3 clusters Score -140629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -140629.843750 Penalty: 3439.943848
	Iteration 33Q: 3 clusters Score -140629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -140629.843750 Penalty: 3439.943848
	Iteration 34F: 3 clusters Score -140629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -82607.257812 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -82607.26 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 303 members 
Entering Unmasked Estep 
Score: -80981.039062 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -80981.04 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81189.898438 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -81189.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81266.789062 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -81266.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81299.875000 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -81299.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81328.156250 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -81328.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81353.023438 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -81353.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81388.476562 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -81388.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81415.687500 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -81415.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81432.226562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -81432.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81438.601562 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -81438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81442.890625 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -81442.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81453.414062 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -81453.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81461.273438 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -81461.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81468.156250 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -81468.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81479.156250 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -81479.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81486.000000 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -81486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81504.218750 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -81504.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81526.570312 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -81526.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81550.226562 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -81550.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81578.078125 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -81578.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81588.914062 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -81588.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81594.687500 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -81594.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81597.687500 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -81597.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81599.289062 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -81599.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81602.703125 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -81602.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81604.742188 Penalty: 3192.330566
	Iteration 25Q: 3 clusters Score -81604.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81605.125000 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -81605.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81605.125000 Penalty: 3192.330566
	Iteration 27F: 3 clusters Score -81605.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -92934.585938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -92934.59 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 321 members 
Entering Unmasked Estep 
Score: -91248.882812 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -91248.88 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91470.250000 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -91470.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91527.906250 Penalty: 3219.398926
	Iteration 2Q: 3 clusters Score -91527.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91558.445312 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -91558.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91575.132812 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -91575.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91587.492188 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -91587.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91595.734375 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -91595.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91610.234375 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -91610.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91619.929688 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -91619.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91623.531250 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -91623.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -91627.054688 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -91627.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91629.398438 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -91629.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91634.179688 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -91634.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91641.687500 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -91641.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91652.031250 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -91652.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -91672.273438 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -91672.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91700.382812 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -91700.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91711.929688 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -91711.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91723.148438 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -91723.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91737.367188 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -91737.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91760.328125 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -91760.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91819.992188 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -91819.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91851.937500 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -91851.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91873.882812 Penalty: 3219.398926
	Iteration 23Q: 3 clusters Score -91873.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91887.992188 Penalty: 3219.398926
	Iteration 24Q: 3 clusters Score -91887.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91895.671875 Penalty: 3219.398926
	Iteration 25Q: 3 clusters Score -91895.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91898.960938 Penalty: 3219.398926
	Iteration 26Q: 3 clusters Score -91898.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91903.179688 Penalty: 3219.398926
	Iteration 27Q: 3 clusters Score -91903.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91914.671875 Penalty: 3219.398926
	Iteration 28Q: 3 clusters Score -91914.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91928.125000 Penalty: 3219.398926
	Iteration 29Q: 3 clusters Score -91928.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91941.875000 Penalty: 3219.398926
	Iteration 30Q: 3 clusters Score -91941.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91945.773438 Penalty: 3219.398926
	Iteration 31Q: 3 clusters Score -91945.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91952.015625 Penalty: 3219.398926
	Iteration 32Q: 3 clusters Score -91952.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91958.046875 Penalty: 3219.398926
	Iteration 33Q: 3 clusters Score -91958.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91962.578125 Penalty: 3219.398926
	Iteration 34Q: 3 clusters Score -91962.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91967.546875 Penalty: 3219.398926
	Iteration 35Q: 3 clusters Score -91967.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91977.195312 Penalty: 3219.398926
	Iteration 36Q: 3 clusters Score -91977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91983.453125 Penalty: 3219.398926
	Iteration 37Q: 3 clusters Score -91983.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91987.226562 Penalty: 3219.398926
	Iteration 38Q: 3 clusters Score -91987.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92004.429688 Penalty: 3219.398926
	Iteration 39Q: 3 clusters Score -92004.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92027.437500 Penalty: 3219.398926
	Iteration 40F: 3 clusters Score -92027.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92091.109375 Penalty: 3219.398926
	Iteration 41Q: 3 clusters Score -92091.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -92168.281250 Penalty: 3219.398926
	Iteration 42Q: 3 clusters Score -92168.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92239.171875 Penalty: 3219.398926
	Iteration 43Q: 3 clusters Score -92239.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92304.812500 Penalty: 3219.398926
	Iteration 44Q: 3 clusters Score -92304.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92365.359375 Penalty: 3219.398926
	Iteration 45Q: 3 clusters Score -92365.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92397.500000 Penalty: 3219.398926
	Iteration 46Q: 3 clusters Score -92397.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92447.921875 Penalty: 3219.398926
	Iteration 47Q: 3 clusters Score -92447.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92481.492188 Penalty: 3219.398926
	Iteration 48Q: 3 clusters Score -92481.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92504.671875 Penalty: 3219.398926
	Iteration 49Q: 3 clusters Score -92504.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92527.421875 Penalty: 3219.398926
	Iteration 50Q: 3 clusters Score -92527.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92529.960938 Penalty: 3219.398926
	Iteration 51Q: 3 clusters Score -92529.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92529.960938 Penalty: 3219.398926
	Iteration 52F: 3 clusters Score -92529.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -212842.953125 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -212843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -210577.062500 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -210577.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -211020.500000 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -211020.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -211194.640625 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -211194.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -211332.390625 Penalty: 3617.674072
	Iteration 3F: 3 clusters Score -211332.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -211432.328125 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -211432.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -211500.625000 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -211500.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -211565.765625 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -211565.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -211608.281250 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -211608.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211657.921875 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -211657.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -211681.375000 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -211681.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -211718.906250 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -211718.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211743.015625 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -211743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211769.890625 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -211769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -211786.562500 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -211786.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -211797.531250 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -211797.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -211803.500000 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -211803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -211807.187500 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -211807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -211811.578125 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -211811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -211814.656250 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -211814.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -211814.656250 Penalty: 3617.674072
	Iteration 19F: 3 clusters Score -211814.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Entering Unmasked Estep 
Score: -1399344.500000 Penalty: 2257.345215
	Iteration 0F: 2 clusters Score -1399344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1392325.125000 Penalty: 4514.690430
	Iteration 0F: 3 clusters Score -1392325 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1394164.625000 Penalty: 4514.690430
	Iteration 1F: 3 clusters Score -1394165 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1394448.625000 Penalty: 4514.690430
	Iteration 2F: 3 clusters Score -1394449 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1394655.625000 Penalty: 4514.690430
	Iteration 3F: 3 clusters Score -1394656 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1394805.000000 Penalty: 4514.690430
	Iteration 4Q: 3 clusters Score -1394805 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1394928.875000 Penalty: 4514.690430
	Iteration 5Q: 3 clusters Score -1394929 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1395018.625000 Penalty: 4514.690430
	Iteration 6Q: 3 clusters Score -1395019 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1395089.250000 Penalty: 4514.690430
	Iteration 7Q: 3 clusters Score -1395089 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1395145.250000 Penalty: 4514.690430
	Iteration 8Q: 3 clusters Score -1395145 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1395222.125000 Penalty: 4514.690430
	Iteration 9Q: 3 clusters Score -1395222 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1395301.375000 Penalty: 4514.690430
	Iteration 10Q: 3 clusters Score -1395301 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1395395.750000 Penalty: 4514.690430
	Iteration 11Q: 3 clusters Score -1395396 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1395503.750000 Penalty: 4514.690430
	Iteration 12Q: 3 clusters Score -1395504 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1395603.875000 Penalty: 4514.690430
	Iteration 13Q: 3 clusters Score -1395604 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1395743.750000 Penalty: 4514.690430
	Iteration 14Q: 3 clusters Score -1395744 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1395881.875000 Penalty: 4514.690430
	Iteration 15Q: 3 clusters Score -1395882 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1396022.875000 Penalty: 4514.690430
	Iteration 16Q: 3 clusters Score -1396023 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1396183.750000 Penalty: 4514.690430
	Iteration 17Q: 3 clusters Score -1396184 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1396334.875000 Penalty: 4514.690430
	Iteration 18Q: 3 clusters Score -1396335 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1396505.250000 Penalty: 4514.690430
	Iteration 19Q: 3 clusters Score -1396505 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1396664.875000 Penalty: 4514.690430
	Iteration 20F: 3 clusters Score -1396665 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1396833.000000 Penalty: 4514.690430
	Iteration 21Q: 3 clusters Score -1396833 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1396974.625000 Penalty: 4514.690430
	Iteration 22Q: 3 clusters Score -1396975 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1397093.000000 Penalty: 4514.690430
	Iteration 23Q: 3 clusters Score -1397093 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1397171.875000 Penalty: 4514.690430
	Iteration 24Q: 3 clusters Score -1397172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1397234.750000 Penalty: 4514.690430
	Iteration 25Q: 3 clusters Score -1397235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1397276.000000 Penalty: 4514.690430
	Iteration 26Q: 3 clusters Score -1397276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1397294.875000 Penalty: 4514.690430
	Iteration 27Q: 3 clusters Score -1397295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1397310.875000 Penalty: 4514.690430
	Iteration 28Q: 3 clusters Score -1397311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1397326.875000 Penalty: 4514.690430
	Iteration 29Q: 3 clusters Score -1397327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1397332.000000 Penalty: 4514.690430
	Iteration 30Q: 3 clusters Score -1397332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1397342.125000 Penalty: 4514.690430
	Iteration 31Q: 3 clusters Score -1397342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1397353.625000 Penalty: 4514.690430
	Iteration 32Q: 3 clusters Score -1397354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1397361.250000 Penalty: 4514.690430
	Iteration 33Q: 3 clusters Score -1397361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1397369.000000 Penalty: 4514.690430
	Iteration 34Q: 3 clusters Score -1397369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1397376.875000 Penalty: 4514.690430
	Iteration 35Q: 3 clusters Score -1397377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1397379.000000 Penalty: 4514.690430
	Iteration 36Q: 3 clusters Score -1397379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1397383.125000 Penalty: 4514.690430
	Iteration 37Q: 3 clusters Score -1397383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1397389.625000 Penalty: 4514.690430
	Iteration 38Q: 3 clusters Score -1397390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1397392.000000 Penalty: 4514.690430
	Iteration 39Q: 3 clusters Score -1397392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1397390.875000 Penalty: 4514.690430
	Iteration 40F: 3 clusters Score -1397391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1397390.750000 Penalty: 4514.690430
	Iteration 41Q: 3 clusters Score -1397391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1397390.750000 Penalty: 4514.690430
	Iteration 42F: 3 clusters Score -1397391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -23800.779297 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -23800.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22761.027344 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -22761.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22884.238281 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -22884.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22927.582031 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -22927.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22972.306641 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -22972.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22990.363281 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -22990.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22990.363281 Penalty: 2612.857666
	Iteration 5F: 3 clusters Score -22990.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Entering Unmasked Estep 
Score: -727146.375000 Penalty: 2096.390625
	Iteration 0F: 2 clusters Score -727146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -722805.437500 Penalty: 4192.781250
	Iteration 0F: 3 clusters Score -722805.4 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -723851.437500 Penalty: 4192.781250
	Iteration 1F: 3 clusters Score -723851.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -724106.687500 Penalty: 4192.781250
	Iteration 2F: 3 clusters Score -724106.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -724283.437500 Penalty: 4192.781250
	Iteration 3F: 3 clusters Score -724283.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -724425.125000 Penalty: 4192.781250
	Iteration 4Q: 3 clusters Score -724425.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -724571.875000 Penalty: 4192.781250
	Iteration 5Q: 3 clusters Score -724571.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -724726.125000 Penalty: 4192.781250
	Iteration 6Q: 3 clusters Score -724726.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -724857.750000 Penalty: 4192.781250
	Iteration 7Q: 3 clusters Score -724857.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -724958.875000 Penalty: 4192.781250
	Iteration 8Q: 3 clusters Score -724958.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -725040.687500 Penalty: 4192.781250
	Iteration 9Q: 3 clusters Score -725040.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -725113.187500 Penalty: 4192.781250
	Iteration 10Q: 3 clusters Score -725113.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -725192.750000 Penalty: 4192.781250
	Iteration 11Q: 3 clusters Score -725192.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -725257.125000 Penalty: 4192.781250
	Iteration 12Q: 3 clusters Score -725257.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -725307.937500 Penalty: 4192.781250
	Iteration 13Q: 3 clusters Score -725307.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -725360.187500 Penalty: 4192.781250
	Iteration 14Q: 3 clusters Score -725360.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -725430.312500 Penalty: 4192.781250
	Iteration 15Q: 3 clusters Score -725430.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -725503.875000 Penalty: 4192.781250
	Iteration 16Q: 3 clusters Score -725503.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -725567.875000 Penalty: 4192.781250
	Iteration 17Q: 3 clusters Score -725567.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -725628.937500 Penalty: 4192.781250
	Iteration 18Q: 3 clusters Score -725628.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -725688.000000 Penalty: 4192.781250
	Iteration 19Q: 3 clusters Score -725688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -725739.062500 Penalty: 4192.781250
	Iteration 20F: 3 clusters Score -725739.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -725782.437500 Penalty: 4192.781250
	Iteration 21Q: 3 clusters Score -725782.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -725816.687500 Penalty: 4192.781250
	Iteration 22Q: 3 clusters Score -725816.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -725855.062500 Penalty: 4192.781250
	Iteration 23Q: 3 clusters Score -725855.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -725887.062500 Penalty: 4192.781250
	Iteration 24Q: 3 clusters Score -725887.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -725911.187500 Penalty: 4192.781250
	Iteration 25Q: 3 clusters Score -725911.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -725932.375000 Penalty: 4192.781250
	Iteration 26Q: 3 clusters Score -725932.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -725946.687500 Penalty: 4192.781250
	Iteration 27Q: 3 clusters Score -725946.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -725953.750000 Penalty: 4192.781250
	Iteration 28Q: 3 clusters Score -725953.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -725957.875000 Penalty: 4192.781250
	Iteration 29Q: 3 clusters Score -725957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -725960.937500 Penalty: 4192.781250
	Iteration 30Q: 3 clusters Score -725960.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -725966.125000 Penalty: 4192.781250
	Iteration 31Q: 3 clusters Score -725966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -725971.625000 Penalty: 4192.781250
	Iteration 32Q: 3 clusters Score -725971.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -725974.187500 Penalty: 4192.781250
	Iteration 33Q: 3 clusters Score -725974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -725978.125000 Penalty: 4192.781250
	Iteration 34Q: 3 clusters Score -725978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -725982.625000 Penalty: 4192.781250
	Iteration 35Q: 3 clusters Score -725982.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -725986.062500 Penalty: 4192.781250
	Iteration 36Q: 3 clusters Score -725986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -725990.812500 Penalty: 4192.781250
	Iteration 37Q: 3 clusters Score -725990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -725990.625000 Penalty: 4192.781250
	Iteration 38Q: 3 clusters Score -725990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -725991.750000 Penalty: 4192.781250
	Iteration 39Q: 3 clusters Score -725991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -725992.750000 Penalty: 4192.781250
	Iteration 40F: 3 clusters Score -725992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -725996.937500 Penalty: 4192.781250
	Iteration 41Q: 3 clusters Score -725996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -725999.750000 Penalty: 4192.781250
	Iteration 42Q: 3 clusters Score -725999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -726000.250000 Penalty: 4192.781250
	Iteration 43Q: 3 clusters Score -726000.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -726003.000000 Penalty: 4192.781250
	Iteration 44Q: 3 clusters Score -726003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -726003.812500 Penalty: 4192.781250
	Iteration 45Q: 3 clusters Score -726003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -726007.562500 Penalty: 4192.781250
	Iteration 46Q: 3 clusters Score -726007.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -726009.687500 Penalty: 4192.781250
	Iteration 47Q: 3 clusters Score -726009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -726009.625000 Penalty: 4192.781250
	Iteration 48Q: 3 clusters Score -726009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -726010.750000 Penalty: 4192.781250
	Iteration 49Q: 3 clusters Score -726010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -726009.687500 Penalty: 4192.781250
	Iteration 50Q: 3 clusters Score -726009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -726009.687500 Penalty: 4192.781250
	Iteration 51F: 3 clusters Score -726009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 329 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 359 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 122446 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144681 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 714 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 18524 members 
Mstep: Class 21 contains 34166 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 96497 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 33 contains 4690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86712184.000000 Penalty: 114959.039062
Iteration 159Q: 36 clusters Score -8.671218e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 331 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 122837 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144739 members 
Mstep: Class 17 contains 13328 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 18400 members 
Mstep: Class 21 contains 34173 members 
Mstep: Class 22 contains 6470 members 
Mstep: Class 23 contains 96610 members 
Mstep: Class 24 contains 42176 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 9063 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 210 members 
Mstep: Class 33 contains 4610 members 
Mstep: Class 34 contains 10749 members 
Mstep: Class 35 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86713648.000000 Penalty: 114959.039062
Iteration 160F: 36 clusters Score -8.671365e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9836 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3836 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8142 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 837 members 
Mstep: Class 11 contains 122667 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2739 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 144029 members 
Mstep: Class 17 contains 13293 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 18385 members 
Mstep: Class 21 contains 34180 members 
Mstep: Class 22 contains 6471 members 
Mstep: Class 23 contains 96438 members 
Mstep: Class 24 contains 42214 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 9110 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 4580 members 
Mstep: Class 34 contains 11809 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715008.000000 Penalty: 114959.039062
Iteration 161Q: 36 clusters Score -8.671501e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3826 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8129 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 852 members 
Mstep: Class 11 contains 122589 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 143593 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1091 members 
Mstep: Class 20 contains 18417 members 
Mstep: Class 21 contains 34176 members 
Mstep: Class 22 contains 6487 members 
Mstep: Class 23 contains 96321 members 
Mstep: Class 24 contains 42213 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 219 members 
Mstep: Class 33 contains 4559 members 
Mstep: Class 34 contains 12376 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715608.000000 Penalty: 114959.039062
Iteration 162Q: 36 clusters Score -8.671561e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3817 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 864 members 
Mstep: Class 11 contains 122501 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 143345 members 
Mstep: Class 17 contains 13251 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 18453 members 
Mstep: Class 21 contains 34176 members 
Mstep: Class 22 contains 6499 members 
Mstep: Class 23 contains 96232 members 
Mstep: Class 24 contains 42207 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 9156 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 215 members 
Mstep: Class 33 contains 4542 members 
Mstep: Class 34 contains 12761 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86715920.000000 Penalty: 114959.039062
Iteration 163Q: 36 clusters Score -8.671592e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 3813 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8091 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 122431 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2735 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 143180 members 
Mstep: Class 17 contains 13237 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18477 members 
Mstep: Class 21 contains 34178 members 
Mstep: Class 22 contains 6514 members 
Mstep: Class 23 contains 96143 members 
Mstep: Class 24 contains 42208 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9174 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 213 members 
Mstep: Class 33 contains 4529 members 
Mstep: Class 34 contains 13033 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716192.000000 Penalty: 114959.039062
Iteration 164Q: 36 clusters Score -8.671619e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 8069 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 870 members 
Mstep: Class 11 contains 122335 members 
Mstep: Class 12 contains 4313 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 143061 members 
Mstep: Class 17 contains 13234 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18495 members 
Mstep: Class 21 contains 34183 members 
Mstep: Class 22 contains 6525 members 
Mstep: Class 23 contains 96071 members 
Mstep: Class 24 contains 42207 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1030 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9190 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4520 members 
Mstep: Class 34 contains 13298 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716224.000000 Penalty: 114959.039062
Iteration 165Q: 36 clusters Score -8.671622e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 8047 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122245 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142995 members 
Mstep: Class 17 contains 13231 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18504 members 
Mstep: Class 21 contains 34173 members 
Mstep: Class 22 contains 6536 members 
Mstep: Class 23 contains 96024 members 
Mstep: Class 24 contains 42212 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1029 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9207 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4512 members 
Mstep: Class 34 contains 13510 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716384.000000 Penalty: 114959.039062
Iteration 166Q: 36 clusters Score -8.671638e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9818 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 8021 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122170 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142954 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18519 members 
Mstep: Class 21 contains 34165 members 
Mstep: Class 22 contains 6542 members 
Mstep: Class 23 contains 95984 members 
Mstep: Class 24 contains 42228 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1028 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9219 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4505 members 
Mstep: Class 34 contains 13661 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716448.000000 Penalty: 114959.039062
Iteration 167Q: 36 clusters Score -8.671645e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 8660 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7994 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122124 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142900 members 
Mstep: Class 17 contains 13226 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18537 members 
Mstep: Class 21 contains 34156 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 95955 members 
Mstep: Class 24 contains 42246 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1026 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4500 members 
Mstep: Class 34 contains 13781 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716416.000000 Penalty: 114959.039062
Iteration 168Q: 36 clusters Score -8.671642e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9825 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3776 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7969 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122063 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142887 members 
Mstep: Class 17 contains 13229 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18556 members 
Mstep: Class 21 contains 34153 members 
Mstep: Class 22 contains 6562 members 
Mstep: Class 23 contains 95910 members 
Mstep: Class 24 contains 42261 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1023 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9237 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4499 members 
Mstep: Class 34 contains 13874 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716440.000000 Penalty: 114959.039062
Iteration 169Q: 36 clusters Score -8.671644e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 5 contains 1837 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7966 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122057 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142845 members 
Mstep: Class 17 contains 13235 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 34143 members 
Mstep: Class 22 contains 6564 members 
Mstep: Class 23 contains 95869 members 
Mstep: Class 24 contains 42272 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1022 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9246 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4496 members 
Mstep: Class 34 contains 13958 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716552.000000 Penalty: 114959.039062
Iteration 170Q: 36 clusters Score -8.671655e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9826 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3755 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7956 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122043 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142819 members 
Mstep: Class 17 contains 13238 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18561 members 
Mstep: Class 21 contains 34140 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 95842 members 
Mstep: Class 24 contains 42274 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9251 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4494 members 
Mstep: Class 34 contains 14033 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716592.000000 Penalty: 114959.039062
Iteration 171Q: 36 clusters Score -8.671659e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3751 members 
Mstep: Class 5 contains 1841 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7949 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122070 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142765 members 
Mstep: Class 17 contains 13242 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18565 members 
Mstep: Class 21 contains 34138 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 95823 members 
Mstep: Class 24 contains 42275 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9254 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4490 members 
Mstep: Class 34 contains 14083 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716536.000000 Penalty: 114959.039062
Iteration 172Q: 36 clusters Score -8.671654e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9825 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3745 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7936 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122093 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142713 members 
Mstep: Class 17 contains 13243 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18569 members 
Mstep: Class 21 contains 34143 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 95800 members 
Mstep: Class 24 contains 42278 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9258 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4486 members 
Mstep: Class 34 contains 14136 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716608.000000 Penalty: 114959.039062
Iteration 173Q: 36 clusters Score -8.671661e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9825 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122111 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142658 members 
Mstep: Class 17 contains 13242 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18569 members 
Mstep: Class 21 contains 34144 members 
Mstep: Class 22 contains 6575 members 
Mstep: Class 23 contains 95805 members 
Mstep: Class 24 contains 42284 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9259 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4480 members 
Mstep: Class 34 contains 14175 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716560.000000 Penalty: 114959.039062
Iteration 174Q: 36 clusters Score -8.671656e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7917 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122151 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142583 members 
Mstep: Class 17 contains 13247 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18574 members 
Mstep: Class 21 contains 34142 members 
Mstep: Class 22 contains 6578 members 
Mstep: Class 23 contains 95805 members 
Mstep: Class 24 contains 42286 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9266 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4476 members 
Mstep: Class 34 contains 14210 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716600.000000 Penalty: 114959.039062
Iteration 175Q: 36 clusters Score -8.67166e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7907 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122219 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142495 members 
Mstep: Class 17 contains 13242 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18584 members 
Mstep: Class 21 contains 34137 members 
Mstep: Class 22 contains 6576 members 
Mstep: Class 23 contains 95823 members 
Mstep: Class 24 contains 42295 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4470 members 
Mstep: Class 34 contains 14227 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716640.000000 Penalty: 114959.039062
Iteration 176Q: 36 clusters Score -8.671664e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3725 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7904 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122269 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2736 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142410 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18590 members 
Mstep: Class 21 contains 34137 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 95838 members 
Mstep: Class 24 contains 42303 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4467 members 
Mstep: Class 34 contains 14242 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716792.000000 Penalty: 114959.039062
Iteration 177Q: 36 clusters Score -8.671679e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9822 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7895 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122383 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142295 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18591 members 
Mstep: Class 21 contains 34140 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 95837 members 
Mstep: Class 24 contains 42294 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4466 members 
Mstep: Class 34 contains 14257 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716800.000000 Penalty: 114959.039062
Iteration 178Q: 36 clusters Score -8.67168e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 1848 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7894 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122515 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142187 members 
Mstep: Class 17 contains 13237 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18598 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6574 members 
Mstep: Class 23 contains 95826 members 
Mstep: Class 24 contains 42282 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4465 members 
Mstep: Class 34 contains 14266 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716808.000000 Penalty: 114959.039062
Iteration 179Q: 36 clusters Score -8.671681e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 321 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7890 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122632 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 142078 members 
Mstep: Class 17 contains 13236 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18604 members 
Mstep: Class 21 contains 34128 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 95828 members 
Mstep: Class 24 contains 42278 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 211 members 
Mstep: Class 33 contains 4463 members 
Mstep: Class 34 contains 14276 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716784.000000 Penalty: 114959.039062
Iteration 180F: 36 clusters Score -8.671678e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3712 members 
Mstep: Class 5 contains 1849 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 265 members 
Mstep: Class 8 contains 7889 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 871 members 
Mstep: Class 11 contains 122757 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2734 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 141942 members 
Mstep: Class 17 contains 13236 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18611 members 
Mstep: Class 21 contains 34128 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 95847 members 
Mstep: Class 24 contains 42280 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9272 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 217 members 
Mstep: Class 33 contains 4458 members 
Mstep: Class 34 contains 14274 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716944.000000 Penalty: 114959.039062
Iteration 181Q: 36 clusters Score -8.671694e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3710 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7887 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 878 members 
Mstep: Class 11 contains 122875 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 141801 members 
Mstep: Class 17 contains 13236 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18621 members 
Mstep: Class 21 contains 34127 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 95856 members 
Mstep: Class 24 contains 42293 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 207 members 
Mstep: Class 33 contains 4452 members 
Mstep: Class 34 contains 14280 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716976.000000 Penalty: 114959.039062
Iteration 182Q: 36 clusters Score -8.671698e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7881 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 122966 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 141703 members 
Mstep: Class 17 contains 13234 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18627 members 
Mstep: Class 21 contains 34133 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 95838 members 
Mstep: Class 24 contains 42307 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9281 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 205 members 
Mstep: Class 33 contains 4447 members 
Mstep: Class 34 contains 14282 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716880.000000 Penalty: 114959.039062
Iteration 183Q: 36 clusters Score -8.671688e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 9825 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7879 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 123062 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 141611 members 
Mstep: Class 17 contains 13231 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18635 members 
Mstep: Class 21 contains 34134 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 95817 members 
Mstep: Class 24 contains 42308 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9287 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4444 members 
Mstep: Class 34 contains 14289 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717024.000000 Penalty: 114959.039062
Iteration 184Q: 36 clusters Score -8.671702e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9828 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7880 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 123162 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 141485 members 
Mstep: Class 17 contains 13229 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18641 members 
Mstep: Class 21 contains 34132 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 95842 members 
Mstep: Class 24 contains 42307 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9292 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4437 members 
Mstep: Class 34 contains 14290 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717216.000000 Penalty: 114959.039062
Iteration 185Q: 36 clusters Score -8.671722e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9826 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7874 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 123283 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 141341 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18644 members 
Mstep: Class 21 contains 34135 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 95860 members 
Mstep: Class 24 contains 42312 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9296 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4432 members 
Mstep: Class 34 contains 14298 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717136.000000 Penalty: 114959.039062
Iteration 186Q: 36 clusters Score -8.671714e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7865 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 123431 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 141175 members 
Mstep: Class 17 contains 13224 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18648 members 
Mstep: Class 21 contains 34135 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 95875 members 
Mstep: Class 24 contains 42318 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9299 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4429 members 
Mstep: Class 34 contains 14307 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717224.000000 Penalty: 114959.039062
Iteration 187Q: 36 clusters Score -8.671722e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7858 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 123576 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 141058 members 
Mstep: Class 17 contains 13222 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18661 members 
Mstep: Class 21 contains 34128 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 95864 members 
Mstep: Class 24 contains 42317 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9300 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4418 members 
Mstep: Class 34 contains 14312 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717232.000000 Penalty: 114959.039062
Iteration 188Q: 36 clusters Score -8.671723e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9812 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7843 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 123744 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 140930 members 
Mstep: Class 17 contains 13223 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18673 members 
Mstep: Class 21 contains 34125 members 
Mstep: Class 22 contains 6565 members 
Mstep: Class 23 contains 95844 members 
Mstep: Class 24 contains 42315 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9304 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4406 members 
Mstep: Class 34 contains 14314 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717272.000000 Penalty: 114959.039062
Iteration 189Q: 36 clusters Score -8.671727e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9811 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7837 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 123926 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 140790 members 
Mstep: Class 17 contains 13225 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18687 members 
Mstep: Class 21 contains 34123 members 
Mstep: Class 22 contains 6565 members 
Mstep: Class 23 contains 95797 members 
Mstep: Class 24 contains 42313 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9310 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4393 members 
Mstep: Class 34 contains 14319 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717136.000000 Penalty: 114959.039062
Iteration 190Q: 36 clusters Score -8.671714e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7836 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 124128 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 140615 members 
Mstep: Class 17 contains 13223 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18701 members 
Mstep: Class 21 contains 34121 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 95781 members 
Mstep: Class 24 contains 42308 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9310 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4381 members 
Mstep: Class 34 contains 14322 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717024.000000 Penalty: 114959.039062
Iteration 191Q: 36 clusters Score -8.671702e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7828 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 124342 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 140445 members 
Mstep: Class 17 contains 13223 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18717 members 
Mstep: Class 21 contains 34119 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 95737 members 
Mstep: Class 24 contains 42313 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9309 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4365 members 
Mstep: Class 34 contains 14334 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717056.000000 Penalty: 114959.039062
Iteration 192Q: 36 clusters Score -8.671706e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7816 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 124551 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 140304 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18733 members 
Mstep: Class 21 contains 34118 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 95686 members 
Mstep: Class 24 contains 42310 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9306 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4350 members 
Mstep: Class 34 contains 14336 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717128.000000 Penalty: 114959.039062
Iteration 193Q: 36 clusters Score -8.671713e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 9806 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3683 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7811 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 124715 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 140188 members 
Mstep: Class 17 contains 13225 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18745 members 
Mstep: Class 21 contains 34124 members 
Mstep: Class 22 contains 6564 members 
Mstep: Class 23 contains 95631 members 
Mstep: Class 24 contains 42311 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9307 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4332 members 
Mstep: Class 34 contains 14346 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717056.000000 Penalty: 114959.039062
Iteration 194Q: 36 clusters Score -8.671706e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7806 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 124942 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 140005 members 
Mstep: Class 17 contains 13221 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 34125 members 
Mstep: Class 22 contains 6566 members 
Mstep: Class 23 contains 95583 members 
Mstep: Class 24 contains 42313 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9312 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4321 members 
Mstep: Class 34 contains 14349 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717008.000000 Penalty: 114959.039062
Iteration 195Q: 36 clusters Score -8.671701e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 125178 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139815 members 
Mstep: Class 17 contains 13220 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18782 members 
Mstep: Class 21 contains 34116 members 
Mstep: Class 22 contains 6568 members 
Mstep: Class 23 contains 95558 members 
Mstep: Class 24 contains 42320 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9319 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4297 members 
Mstep: Class 34 contains 14348 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717016.000000 Penalty: 114959.039062
Iteration 196Q: 36 clusters Score -8.671702e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7778 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 125438 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139654 members 
Mstep: Class 17 contains 13217 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18797 members 
Mstep: Class 21 contains 34106 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 95478 members 
Mstep: Class 24 contains 42326 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9328 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4287 members 
Mstep: Class 34 contains 14348 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717064.000000 Penalty: 114959.039062
Iteration 197Q: 36 clusters Score -8.671706e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 125708 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139474 members 
Mstep: Class 17 contains 13219 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18810 members 
Mstep: Class 21 contains 34102 members 
Mstep: Class 22 contains 6568 members 
Mstep: Class 23 contains 95401 members 
Mstep: Class 24 contains 42333 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9333 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4274 members 
Mstep: Class 34 contains 14339 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717056.000000 Penalty: 114959.039062
Iteration 198Q: 36 clusters Score -8.671706e+07 nChanged 780
Entering ConstructFrom: 
Score: -86717056.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (8216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Entering Unmasked Estep 
Score: -1208566.750000 Penalty: 2235.432129
	Iteration 0F: 2 clusters Score -1208567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1202080.000000 Penalty: 4470.864258
	Iteration 0F: 3 clusters Score -1202080 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1204070.000000 Penalty: 4470.864258
	Iteration 1F: 3 clusters Score -1204070 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1204500.875000 Penalty: 4470.864258
	Iteration 2F: 3 clusters Score -1204501 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1204855.125000 Penalty: 4470.864258
	Iteration 3F: 3 clusters Score -1204855 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1205167.625000 Penalty: 4470.864258
	Iteration 4F: 3 clusters Score -1205168 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1205430.625000 Penalty: 4470.864258
	Iteration 5Q: 3 clusters Score -1205431 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1205669.500000 Penalty: 4470.864258
	Iteration 6Q: 3 clusters Score -1205670 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1205848.000000 Penalty: 4470.864258
	Iteration 7Q: 3 clusters Score -1205848 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1206004.875000 Penalty: 4470.864258
	Iteration 8Q: 3 clusters Score -1206005 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1206166.125000 Penalty: 4470.864258
	Iteration 9Q: 3 clusters Score -1206166 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1206288.750000 Penalty: 4470.864258
	Iteration 10Q: 3 clusters Score -1206289 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1206385.250000 Penalty: 4470.864258
	Iteration 11Q: 3 clusters Score -1206385 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1206449.125000 Penalty: 4470.864258
	Iteration 12Q: 3 clusters Score -1206449 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1206513.375000 Penalty: 4470.864258
	Iteration 13Q: 3 clusters Score -1206513 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1206566.750000 Penalty: 4470.864258
	Iteration 14Q: 3 clusters Score -1206567 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1206630.625000 Penalty: 4470.864258
	Iteration 15Q: 3 clusters Score -1206631 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1206706.250000 Penalty: 4470.864258
	Iteration 16Q: 3 clusters Score -1206706 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1206814.375000 Penalty: 4470.864258
	Iteration 17Q: 3 clusters Score -1206814 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1206937.625000 Penalty: 4470.864258
	Iteration 18Q: 3 clusters Score -1206938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1207056.625000 Penalty: 4470.864258
	Iteration 19Q: 3 clusters Score -1207057 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1207175.000000 Penalty: 4470.864258
	Iteration 20F: 3 clusters Score -1207175 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1207268.875000 Penalty: 4470.864258
	Iteration 21Q: 3 clusters Score -1207269 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1207330.750000 Penalty: 4470.864258
	Iteration 22Q: 3 clusters Score -1207331 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1207376.375000 Penalty: 4470.864258
	Iteration 23Q: 3 clusters Score -1207376 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1207428.250000 Penalty: 4470.864258
	Iteration 24Q: 3 clusters Score -1207428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1207473.625000 Penalty: 4470.864258
	Iteration 25Q: 3 clusters Score -1207474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1207509.875000 Penalty: 4470.864258
	Iteration 26Q: 3 clusters Score -1207510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1207534.250000 Penalty: 4470.864258
	Iteration 27Q: 3 clusters Score -1207534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1207552.375000 Penalty: 4470.864258
	Iteration 28Q: 3 clusters Score -1207552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1207578.875000 Penalty: 4470.864258
	Iteration 29Q: 3 clusters Score -1207579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1207599.750000 Penalty: 4470.864258
	Iteration 30Q: 3 clusters Score -1207600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1207625.500000 Penalty: 4470.864258
	Iteration 31Q: 3 clusters Score -1207626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1207653.625000 Penalty: 4470.864258
	Iteration 32Q: 3 clusters Score -1207654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1207678.000000 Penalty: 4470.864258
	Iteration 33Q: 3 clusters Score -1207678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1207698.750000 Penalty: 4470.864258
	Iteration 34Q: 3 clusters Score -1207699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1207725.000000 Penalty: 4470.864258
	Iteration 35Q: 3 clusters Score -1207725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1207741.000000 Penalty: 4470.864258
	Iteration 36Q: 3 clusters Score -1207741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1207762.000000 Penalty: 4470.864258
	Iteration 37Q: 3 clusters Score -1207762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1207776.250000 Penalty: 4470.864258
	Iteration 38Q: 3 clusters Score -1207776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1207781.000000 Penalty: 4470.864258
	Iteration 39Q: 3 clusters Score -1207781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1207786.250000 Penalty: 4470.864258
	Iteration 40F: 3 clusters Score -1207786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1207790.625000 Penalty: 4470.864258
	Iteration 41Q: 3 clusters Score -1207791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1207789.250000 Penalty: 4470.864258
	Iteration 42Q: 3 clusters Score -1207789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1207797.375000 Penalty: 4470.864258
	Iteration 43Q: 3 clusters Score -1207797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1207797.625000 Penalty: 4470.864258
	Iteration 44Q: 3 clusters Score -1207798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1207796.375000 Penalty: 4470.864258
	Iteration 45Q: 3 clusters Score -1207796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1207796.625000 Penalty: 4470.864258
	Iteration 46Q: 3 clusters Score -1207797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1207796.625000 Penalty: 4470.864258
	Iteration 47F: 3 clusters Score -1207797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1553386.000000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1553386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1545896.500000 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1545896 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1548066.625000 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1548067 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1548336.250000 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1548336 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1548521.750000 Penalty: 4558.813965
	Iteration 3Q: 3 clusters Score -1548522 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1548678.000000 Penalty: 4558.813965
	Iteration 4Q: 3 clusters Score -1548678 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1548821.875000 Penalty: 4558.813965
	Iteration 5Q: 3 clusters Score -1548822 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1548961.375000 Penalty: 4558.813965
	Iteration 6Q: 3 clusters Score -1548961 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1549120.875000 Penalty: 4558.813965
	Iteration 7Q: 3 clusters Score -1549121 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1549300.500000 Penalty: 4558.813965
	Iteration 8Q: 3 clusters Score -1549300 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1549522.750000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1549523 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1549836.000000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1549836 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1550218.375000 Penalty: 4558.813965
	Iteration 11F: 3 clusters Score -1550218 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1550579.250000 Penalty: 4558.813965
	Iteration 12F: 3 clusters Score -1550579 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1550881.250000 Penalty: 4558.813965
	Iteration 13F: 3 clusters Score -1550881 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1551111.500000 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1551112 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1551311.125000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1551311 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1551465.875000 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1551466 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1551580.875000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1551581 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1551666.625000 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1551667 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1551727.750000 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1551728 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1551778.250000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1551778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1551821.875000 Penalty: 4558.813965
	Iteration 21Q: 3 clusters Score -1551822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1551860.375000 Penalty: 4558.813965
	Iteration 22Q: 3 clusters Score -1551860 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1551887.125000 Penalty: 4558.813965
	Iteration 23Q: 3 clusters Score -1551887 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1551913.625000 Penalty: 4558.813965
	Iteration 24Q: 3 clusters Score -1551914 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1551939.750000 Penalty: 4558.813965
	Iteration 25Q: 3 clusters Score -1551940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1551964.875000 Penalty: 4558.813965
	Iteration 26Q: 3 clusters Score -1551965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1551989.500000 Penalty: 4558.813965
	Iteration 27Q: 3 clusters Score -1551990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1552013.375000 Penalty: 4558.813965
	Iteration 28Q: 3 clusters Score -1552013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1552031.500000 Penalty: 4558.813965
	Iteration 29Q: 3 clusters Score -1552032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1552046.375000 Penalty: 4558.813965
	Iteration 30Q: 3 clusters Score -1552046 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1552065.625000 Penalty: 4558.813965
	Iteration 31Q: 3 clusters Score -1552066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1552072.875000 Penalty: 4558.813965
	Iteration 32Q: 3 clusters Score -1552073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1552083.750000 Penalty: 4558.813965
	Iteration 33Q: 3 clusters Score -1552084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1552093.125000 Penalty: 4558.813965
	Iteration 34Q: 3 clusters Score -1552093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1552094.750000 Penalty: 4558.813965
	Iteration 35Q: 3 clusters Score -1552095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1552102.250000 Penalty: 4558.813965
	Iteration 36Q: 3 clusters Score -1552102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1552110.875000 Penalty: 4558.813965
	Iteration 37Q: 3 clusters Score -1552111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1552118.000000 Penalty: 4558.813965
	Iteration 38Q: 3 clusters Score -1552118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1552120.875000 Penalty: 4558.813965
	Iteration 39Q: 3 clusters Score -1552121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1552128.250000 Penalty: 4558.813965
	Iteration 40F: 3 clusters Score -1552128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1552131.000000 Penalty: 4558.813965
	Iteration 41Q: 3 clusters Score -1552131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1552134.000000 Penalty: 4558.813965
	Iteration 42Q: 3 clusters Score -1552134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1552135.000000 Penalty: 4558.813965
	Iteration 43Q: 3 clusters Score -1552135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1552133.250000 Penalty: 4558.813965
	Iteration 44Q: 3 clusters Score -1552133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1552138.750000 Penalty: 4558.813965
	Iteration 45Q: 3 clusters Score -1552139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1552143.000000 Penalty: 4558.813965
	Iteration 46Q: 3 clusters Score -1552143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1552145.500000 Penalty: 4558.813965
	Iteration 47Q: 3 clusters Score -1552146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1552146.125000 Penalty: 4558.813965
	Iteration 48Q: 3 clusters Score -1552146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1552149.500000 Penalty: 4558.813965
	Iteration 49Q: 3 clusters Score -1552150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1552149.000000 Penalty: 4558.813965
	Iteration 50Q: 3 clusters Score -1552149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1552149.250000 Penalty: 4558.813965
	Iteration 51Q: 3 clusters Score -1552149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1552149.375000 Penalty: 4558.813965
	Iteration 52Q: 3 clusters Score -1552149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1552149.125000 Penalty: 4558.813965
	Iteration 53Q: 3 clusters Score -1552149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1552152.125000 Penalty: 4558.813965
	Iteration 54Q: 3 clusters Score -1552152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1552151.375000 Penalty: 4558.813965
	Iteration 55Q: 3 clusters Score -1552151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1552151.625000 Penalty: 4558.813965
	Iteration 56Q: 3 clusters Score -1552152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1552151.625000 Penalty: 4558.813965
	Iteration 57F: 3 clusters Score -1552152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -49497.808594 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -49497.81 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 176 members 
Entering Unmasked Estep 
Score: -48132.964844 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -48132.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48268.367188 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -48268.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48318.828125 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -48318.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48352.503906 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -48352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48360.218750 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -48360.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48369.539062 Penalty: 2912.570557
	Iteration 5Q: 3 clusters Score -48369.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48385.160156 Penalty: 2912.570557
	Iteration 6Q: 3 clusters Score -48385.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48395.449219 Penalty: 2912.570557
	Iteration 7Q: 3 clusters Score -48395.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48397.757812 Penalty: 2912.570557
	Iteration 8Q: 3 clusters Score -48397.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48399.320312 Penalty: 2912.570557
	Iteration 9Q: 3 clusters Score -48399.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48400.992188 Penalty: 2912.570557
	Iteration 10Q: 3 clusters Score -48400.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48400.992188 Penalty: 2912.570557
	Iteration 11F: 3 clusters Score -48400.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -563604.187500 Penalty: 2035.300415
	Iteration 0F: 2 clusters Score -563604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -560024.312500 Penalty: 4070.600830
	Iteration 0F: 3 clusters Score -560024.3 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -560996.875000 Penalty: 4070.600830
	Iteration 1F: 3 clusters Score -560996.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -561415.812500 Penalty: 4070.600830
	Iteration 2F: 3 clusters Score -561415.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -561833.625000 Penalty: 4070.600830
	Iteration 3F: 3 clusters Score -561833.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -562301.562500 Penalty: 4070.600830
	Iteration 4F: 3 clusters Score -562301.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -562757.562500 Penalty: 4070.600830
	Iteration 5F: 3 clusters Score -562757.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -563102.562500 Penalty: 4070.600830
	Iteration 6F: 3 clusters Score -563102.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -563401.375000 Penalty: 4070.600830
	Iteration 7F: 3 clusters Score -563401.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -563549.375000 Penalty: 4070.600830
	Iteration 8Q: 3 clusters Score -563549.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -563623.750000 Penalty: 4070.600830
	Iteration 9Q: 3 clusters Score -563623.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -563673.250000 Penalty: 4070.600830
	Iteration 10Q: 3 clusters Score -563673.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -563716.687500 Penalty: 4070.600830
	Iteration 11Q: 3 clusters Score -563716.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -563738.250000 Penalty: 4070.600830
	Iteration 12Q: 3 clusters Score -563738.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -563743.812500 Penalty: 4070.600830
	Iteration 13Q: 3 clusters Score -563743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -563745.437500 Penalty: 4070.600830
	Iteration 14Q: 3 clusters Score -563745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -563750.750000 Penalty: 4070.600830
	Iteration 15Q: 3 clusters Score -563750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -563753.875000 Penalty: 4070.600830
	Iteration 16Q: 3 clusters Score -563753.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -563755.062500 Penalty: 4070.600830
	Iteration 17Q: 3 clusters Score -563755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -563755.062500 Penalty: 4070.600830
	Iteration 18F: 3 clusters Score -563755.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 125978 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139309 members 
Mstep: Class 17 contains 13220 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18820 members 
Mstep: Class 21 contains 34093 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 95290 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9333 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4262 members 
Mstep: Class 34 contains 14342 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 425 members 
Entering Unmasked Estep 
Score: -86716160.000000 Penalty: 118243.585938
Splitting cluster 4 changes total score from -86717056.000000 to -86716160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -276357.843750 Penalty: 1865.689453
	Iteration 0F: 2 clusters Score -276357.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -273821.375000 Penalty: 3731.378906
	Iteration 0F: 3 clusters Score -273821.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -274349.187500 Penalty: 3731.378906
	Iteration 1F: 3 clusters Score -274349.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -274484.125000 Penalty: 3731.378906
	Iteration 2F: 3 clusters Score -274484.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -274572.437500 Penalty: 3731.378906
	Iteration 3Q: 3 clusters Score -274572.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -274646.781250 Penalty: 3731.378906
	Iteration 4Q: 3 clusters Score -274646.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -274714.968750 Penalty: 3731.378906
	Iteration 5Q: 3 clusters Score -274715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -274781.312500 Penalty: 3731.378906
	Iteration 6Q: 3 clusters Score -274781.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -274838.562500 Penalty: 3731.378906
	Iteration 7Q: 3 clusters Score -274838.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -274896.437500 Penalty: 3731.378906
	Iteration 8Q: 3 clusters Score -274896.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -274950.343750 Penalty: 3731.378906
	Iteration 9Q: 3 clusters Score -274950.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -275007.218750 Penalty: 3731.378906
	Iteration 10Q: 3 clusters Score -275007.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -275053.906250 Penalty: 3731.378906
	Iteration 11Q: 3 clusters Score -275053.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -275075.156250 Penalty: 3731.378906
	Iteration 12Q: 3 clusters Score -275075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -275093.000000 Penalty: 3731.378906
	Iteration 13Q: 3 clusters Score -275093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -275116.000000 Penalty: 3731.378906
	Iteration 14Q: 3 clusters Score -275116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -275132.187500 Penalty: 3731.378906
	Iteration 15Q: 3 clusters Score -275132.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -275149.812500 Penalty: 3731.378906
	Iteration 16Q: 3 clusters Score -275149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -275160.281250 Penalty: 3731.378906
	Iteration 17Q: 3 clusters Score -275160.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -275165.406250 Penalty: 3731.378906
	Iteration 18Q: 3 clusters Score -275165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -275172.062500 Penalty: 3731.378906
	Iteration 19Q: 3 clusters Score -275172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -275175.906250 Penalty: 3731.378906
	Iteration 20F: 3 clusters Score -275175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -275179.906250 Penalty: 3731.378906
	Iteration 21Q: 3 clusters Score -275179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -275181.875000 Penalty: 3731.378906
	Iteration 22Q: 3 clusters Score -275181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -275185.375000 Penalty: 3731.378906
	Iteration 23Q: 3 clusters Score -275185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -275186.625000 Penalty: 3731.378906
	Iteration 24Q: 3 clusters Score -275186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -275190.250000 Penalty: 3731.378906
	Iteration 25Q: 3 clusters Score -275190.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -275193.937500 Penalty: 3731.378906
	Iteration 26Q: 3 clusters Score -275193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -275194.656250 Penalty: 3731.378906
	Iteration 27Q: 3 clusters Score -275194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -275194.968750 Penalty: 3731.378906
	Iteration 28Q: 3 clusters Score -275195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -275194.968750 Penalty: 3731.378906
	Iteration 29F: 3 clusters Score -275195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Entering Unmasked Estep 
Score: -1297444.250000 Penalty: 2248.627686
	Iteration 0F: 2 clusters Score -1297444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1290566.750000 Penalty: 4497.255371
	Iteration 0F: 3 clusters Score -1290567 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1292575.750000 Penalty: 4497.255371
	Iteration 1F: 3 clusters Score -1292576 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1292887.625000 Penalty: 4497.255371
	Iteration 2F: 3 clusters Score -1292888 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1293095.750000 Penalty: 4497.255371
	Iteration 3F: 3 clusters Score -1293096 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1293257.375000 Penalty: 4497.255371
	Iteration 4Q: 3 clusters Score -1293257 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1293392.750000 Penalty: 4497.255371
	Iteration 5Q: 3 clusters Score -1293393 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1293515.125000 Penalty: 4497.255371
	Iteration 6Q: 3 clusters Score -1293515 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1293615.000000 Penalty: 4497.255371
	Iteration 7Q: 3 clusters Score -1293615 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1293700.875000 Penalty: 4497.255371
	Iteration 8Q: 3 clusters Score -1293701 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1293787.875000 Penalty: 4497.255371
	Iteration 9Q: 3 clusters Score -1293788 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1293879.125000 Penalty: 4497.255371
	Iteration 10Q: 3 clusters Score -1293879 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1293966.250000 Penalty: 4497.255371
	Iteration 11Q: 3 clusters Score -1293966 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1294051.500000 Penalty: 4497.255371
	Iteration 12Q: 3 clusters Score -1294052 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1294124.500000 Penalty: 4497.255371
	Iteration 13Q: 3 clusters Score -1294124 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1294204.125000 Penalty: 4497.255371
	Iteration 14Q: 3 clusters Score -1294204 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1294279.750000 Penalty: 4497.255371
	Iteration 15Q: 3 clusters Score -1294280 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1294364.125000 Penalty: 4497.255371
	Iteration 16Q: 3 clusters Score -1294364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1294463.125000 Penalty: 4497.255371
	Iteration 17Q: 3 clusters Score -1294463 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1294569.750000 Penalty: 4497.255371
	Iteration 18Q: 3 clusters Score -1294570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1294691.625000 Penalty: 4497.255371
	Iteration 19Q: 3 clusters Score -1294692 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1294825.625000 Penalty: 4497.255371
	Iteration 20F: 3 clusters Score -1294826 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1294962.125000 Penalty: 4497.255371
	Iteration 21Q: 3 clusters Score -1294962 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1295082.500000 Penalty: 4497.255371
	Iteration 22Q: 3 clusters Score -1295082 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1295191.250000 Penalty: 4497.255371
	Iteration 23Q: 3 clusters Score -1295191 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1295267.000000 Penalty: 4497.255371
	Iteration 24Q: 3 clusters Score -1295267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1295322.625000 Penalty: 4497.255371
	Iteration 25Q: 3 clusters Score -1295323 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1295376.750000 Penalty: 4497.255371
	Iteration 26Q: 3 clusters Score -1295377 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1295413.750000 Penalty: 4497.255371
	Iteration 27Q: 3 clusters Score -1295414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1295436.625000 Penalty: 4497.255371
	Iteration 28Q: 3 clusters Score -1295437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1295449.500000 Penalty: 4497.255371
	Iteration 29Q: 3 clusters Score -1295450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1295461.375000 Penalty: 4497.255371
	Iteration 30Q: 3 clusters Score -1295461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1295472.000000 Penalty: 4497.255371
	Iteration 31Q: 3 clusters Score -1295472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1295482.250000 Penalty: 4497.255371
	Iteration 32Q: 3 clusters Score -1295482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1295484.250000 Penalty: 4497.255371
	Iteration 33Q: 3 clusters Score -1295484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1295489.000000 Penalty: 4497.255371
	Iteration 34Q: 3 clusters Score -1295489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1295493.750000 Penalty: 4497.255371
	Iteration 35Q: 3 clusters Score -1295494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1295498.625000 Penalty: 4497.255371
	Iteration 36Q: 3 clusters Score -1295499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1295509.875000 Penalty: 4497.255371
	Iteration 37Q: 3 clusters Score -1295510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1295523.500000 Penalty: 4497.255371
	Iteration 38Q: 3 clusters Score -1295524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1295540.375000 Penalty: 4497.255371
	Iteration 39Q: 3 clusters Score -1295540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1295557.625000 Penalty: 4497.255371
	Iteration 40F: 3 clusters Score -1295558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1295572.125000 Penalty: 4497.255371
	Iteration 41Q: 3 clusters Score -1295572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1295574.125000 Penalty: 4497.255371
	Iteration 42Q: 3 clusters Score -1295574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1295576.750000 Penalty: 4497.255371
	Iteration 43Q: 3 clusters Score -1295577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1295577.500000 Penalty: 4497.255371
	Iteration 44Q: 3 clusters Score -1295578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1295578.375000 Penalty: 4497.255371
	Iteration 45Q: 3 clusters Score -1295578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1295580.000000 Penalty: 4497.255371
	Iteration 46Q: 3 clusters Score -1295580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1295579.625000 Penalty: 4497.255371
	Iteration 47Q: 3 clusters Score -1295580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1295579.375000 Penalty: 4497.255371
	Iteration 48Q: 3 clusters Score -1295579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1295581.250000 Penalty: 4497.255371
	Iteration 49Q: 3 clusters Score -1295581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1295584.000000 Penalty: 4497.255371
	Iteration 50Q: 3 clusters Score -1295584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1295583.875000 Penalty: 4497.255371
	Iteration 51Q: 3 clusters Score -1295584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1295582.875000 Penalty: 4497.255371
	Iteration 52Q: 3 clusters Score -1295583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1295586.375000 Penalty: 4497.255371
	Iteration 53Q: 3 clusters Score -1295586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1295584.875000 Penalty: 4497.255371
	Iteration 54Q: 3 clusters Score -1295585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1295584.500000 Penalty: 4497.255371
	Iteration 55Q: 3 clusters Score -1295584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1295588.500000 Penalty: 4497.255371
	Iteration 56Q: 3 clusters Score -1295588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1295588.500000 Penalty: 4497.255371
	Iteration 57Q: 3 clusters Score -1295588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1295588.500000 Penalty: 4497.255371
	Iteration 58F: 3 clusters Score -1295588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -26835.623047 Penalty: 1384.707031
	Iteration 0F: 2 clusters Score -26835.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26023.908203 Penalty: 2769.414062
	Iteration 0F: 3 clusters Score -26023.91 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26682.500000 Penalty: 2769.414062
	Iteration 1F: 3 clusters Score -26682.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26774.763672 Penalty: 2769.414062
	Iteration 2Q: 3 clusters Score -26774.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26832.646484 Penalty: 2769.414062
	Iteration 3Q: 3 clusters Score -26832.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26843.056641 Penalty: 2769.414062
	Iteration 4Q: 3 clusters Score -26843.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26849.105469 Penalty: 2769.414062
	Iteration 5Q: 3 clusters Score -26849.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26849.105469 Penalty: 2769.414062
	Iteration 6F: 3 clusters Score -26849.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 182 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 125978 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139309 members 
Mstep: Class 17 contains 13220 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18820 members 
Mstep: Class 21 contains 34093 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 95290 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9333 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4262 members 
Mstep: Class 34 contains 14342 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 84 members 
Entering Unmasked Estep 
Score: -86715424.000000 Penalty: 118243.585938
Splitting cluster 7 changes total score from -86717056.000000 to -86715424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (7757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Entering Unmasked Estep 
Score: -1235399.625000 Penalty: 2221.175049
	Iteration 0F: 2 clusters Score -1235400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1229234.750000 Penalty: 4442.350098
	Iteration 0F: 3 clusters Score -1229235 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1230916.625000 Penalty: 4442.350098
	Iteration 1F: 3 clusters Score -1230917 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1231225.625000 Penalty: 4442.350098
	Iteration 2F: 3 clusters Score -1231226 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1231421.250000 Penalty: 4442.350098
	Iteration 3F: 3 clusters Score -1231421 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1231561.250000 Penalty: 4442.350098
	Iteration 4Q: 3 clusters Score -1231561 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1231696.375000 Penalty: 4442.350098
	Iteration 5Q: 3 clusters Score -1231696 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1231854.375000 Penalty: 4442.350098
	Iteration 6Q: 3 clusters Score -1231854 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1232032.625000 Penalty: 4442.350098
	Iteration 7Q: 3 clusters Score -1232033 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1232254.750000 Penalty: 4442.350098
	Iteration 8Q: 3 clusters Score -1232255 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1232491.000000 Penalty: 4442.350098
	Iteration 9Q: 3 clusters Score -1232491 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1232709.125000 Penalty: 4442.350098
	Iteration 10Q: 3 clusters Score -1232709 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1232911.250000 Penalty: 4442.350098
	Iteration 11Q: 3 clusters Score -1232911 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1233080.000000 Penalty: 4442.350098
	Iteration 12Q: 3 clusters Score -1233080 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1233243.250000 Penalty: 4442.350098
	Iteration 13Q: 3 clusters Score -1233243 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1233354.250000 Penalty: 4442.350098
	Iteration 14Q: 3 clusters Score -1233354 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1233446.500000 Penalty: 4442.350098
	Iteration 15Q: 3 clusters Score -1233446 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1233521.875000 Penalty: 4442.350098
	Iteration 16Q: 3 clusters Score -1233522 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1233572.000000 Penalty: 4442.350098
	Iteration 17Q: 3 clusters Score -1233572 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1233618.250000 Penalty: 4442.350098
	Iteration 18Q: 3 clusters Score -1233618 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1233660.000000 Penalty: 4442.350098
	Iteration 19Q: 3 clusters Score -1233660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1233704.125000 Penalty: 4442.350098
	Iteration 20F: 3 clusters Score -1233704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1233754.250000 Penalty: 4442.350098
	Iteration 21Q: 3 clusters Score -1233754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1233782.625000 Penalty: 4442.350098
	Iteration 22Q: 3 clusters Score -1233783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1233813.125000 Penalty: 4442.350098
	Iteration 23Q: 3 clusters Score -1233813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1233839.875000 Penalty: 4442.350098
	Iteration 24Q: 3 clusters Score -1233840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1233867.750000 Penalty: 4442.350098
	Iteration 25Q: 3 clusters Score -1233868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1233891.250000 Penalty: 4442.350098
	Iteration 26Q: 3 clusters Score -1233891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1233905.750000 Penalty: 4442.350098
	Iteration 27Q: 3 clusters Score -1233906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1233918.375000 Penalty: 4442.350098
	Iteration 28Q: 3 clusters Score -1233918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1233933.000000 Penalty: 4442.350098
	Iteration 29Q: 3 clusters Score -1233933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1233941.750000 Penalty: 4442.350098
	Iteration 30Q: 3 clusters Score -1233942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1233951.250000 Penalty: 4442.350098
	Iteration 31Q: 3 clusters Score -1233951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1233955.625000 Penalty: 4442.350098
	Iteration 32Q: 3 clusters Score -1233956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1233963.000000 Penalty: 4442.350098
	Iteration 33Q: 3 clusters Score -1233963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1233966.250000 Penalty: 4442.350098
	Iteration 34Q: 3 clusters Score -1233966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1233973.125000 Penalty: 4442.350098
	Iteration 35Q: 3 clusters Score -1233973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1233977.750000 Penalty: 4442.350098
	Iteration 36Q: 3 clusters Score -1233978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1233981.375000 Penalty: 4442.350098
	Iteration 37Q: 3 clusters Score -1233981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1233983.500000 Penalty: 4442.350098
	Iteration 38Q: 3 clusters Score -1233984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1233987.375000 Penalty: 4442.350098
	Iteration 39Q: 3 clusters Score -1233987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1233991.500000 Penalty: 4442.350098
	Iteration 40F: 3 clusters Score -1233992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1233995.375000 Penalty: 4442.350098
	Iteration 41Q: 3 clusters Score -1233995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1234000.125000 Penalty: 4442.350098
	Iteration 42Q: 3 clusters Score -1234000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1234003.000000 Penalty: 4442.350098
	Iteration 43Q: 3 clusters Score -1234003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1234005.875000 Penalty: 4442.350098
	Iteration 44Q: 3 clusters Score -1234006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1234006.375000 Penalty: 4442.350098
	Iteration 45Q: 3 clusters Score -1234006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1234006.375000 Penalty: 4442.350098
	Iteration 46F: 3 clusters Score -1234006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -537546.062500 Penalty: 2026.346436
	Iteration 0F: 2 clusters Score -537546.1 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 1726 members 
Entering Unmasked Estep 
Score: -533953.000000 Penalty: 4052.692871
	Iteration 0F: 3 clusters Score -533953 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -534865.625000 Penalty: 4052.692871
	Iteration 1F: 3 clusters Score -534865.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -535203.437500 Penalty: 4052.692871
	Iteration 2F: 3 clusters Score -535203.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -535410.937500 Penalty: 4052.692871
	Iteration 3F: 3 clusters Score -535410.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -535578.562500 Penalty: 4052.692871
	Iteration 4F: 3 clusters Score -535578.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -535710.562500 Penalty: 4052.692871
	Iteration 5Q: 3 clusters Score -535710.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -535810.687500 Penalty: 4052.692871
	Iteration 6Q: 3 clusters Score -535810.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -535881.125000 Penalty: 4052.692871
	Iteration 7Q: 3 clusters Score -535881.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -535923.562500 Penalty: 4052.692871
	Iteration 8Q: 3 clusters Score -535923.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -535947.625000 Penalty: 4052.692871
	Iteration 9Q: 3 clusters Score -535947.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -535965.375000 Penalty: 4052.692871
	Iteration 10Q: 3 clusters Score -535965.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -535979.750000 Penalty: 4052.692871
	Iteration 11Q: 3 clusters Score -535979.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -535989.750000 Penalty: 4052.692871
	Iteration 12Q: 3 clusters Score -535989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -535997.500000 Penalty: 4052.692871
	Iteration 13Q: 3 clusters Score -535997.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -536003.750000 Penalty: 4052.692871
	Iteration 14Q: 3 clusters Score -536003.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -536010.125000 Penalty: 4052.692871
	Iteration 15Q: 3 clusters Score -536010.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -536016.687500 Penalty: 4052.692871
	Iteration 16Q: 3 clusters Score -536016.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -536021.312500 Penalty: 4052.692871
	Iteration 17Q: 3 clusters Score -536021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -536025.937500 Penalty: 4052.692871
	Iteration 18Q: 3 clusters Score -536025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -536028.750000 Penalty: 4052.692871
	Iteration 19Q: 3 clusters Score -536028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -536032.625000 Penalty: 4052.692871
	Iteration 20F: 3 clusters Score -536032.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -536036.875000 Penalty: 4052.692871
	Iteration 21Q: 3 clusters Score -536036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -536039.687500 Penalty: 4052.692871
	Iteration 22Q: 3 clusters Score -536039.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -536042.062500 Penalty: 4052.692871
	Iteration 23Q: 3 clusters Score -536042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -536044.062500 Penalty: 4052.692871
	Iteration 24Q: 3 clusters Score -536044.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -536045.812500 Penalty: 4052.692871
	Iteration 25Q: 3 clusters Score -536045.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -536047.375000 Penalty: 4052.692871
	Iteration 26Q: 3 clusters Score -536047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -536049.187500 Penalty: 4052.692871
	Iteration 27Q: 3 clusters Score -536049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -536050.250000 Penalty: 4052.692871
	Iteration 28Q: 3 clusters Score -536050.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -536050.875000 Penalty: 4052.692871
	Iteration 29Q: 3 clusters Score -536050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -536050.562500 Penalty: 4052.692871
	Iteration 30Q: 3 clusters Score -536050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -536052.062500 Penalty: 4052.692871
	Iteration 31Q: 3 clusters Score -536052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -536052.187500 Penalty: 4052.692871
	Iteration 32Q: 3 clusters Score -536052.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -536052.187500 Penalty: 4052.692871
	Iteration 33F: 3 clusters Score -536052.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -105190.109375 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -105190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103460.007812 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -103460 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103959.023438 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -103959 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -104316.039062 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -104316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -104587.281250 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -104587.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -104769.835938 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -104769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -104871.679688 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -104871.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104904.210938 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -104904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -104929.789062 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -104929.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104947.773438 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -104947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104956.398438 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -104956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104959.679688 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -104959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104962.382812 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -104962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104963.351562 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -104963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104963.351562 Penalty: 3363.967285
	Iteration 13F: 3 clusters Score -104963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Entering Unmasked Estep 
Score: -19863918.000000 Penalty: 2912.477783
	Iteration 0F: 2 clusters Score -1.986392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62794 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -19783392.000000 Penalty: 5824.955566
	Iteration 0F: 3 clusters Score -1.978339e+07 nChanged 59954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -19817764.000000 Penalty: 5824.955566
	Iteration 1F: 3 clusters Score -1.981776e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -19818686.000000 Penalty: 5824.955566
	Iteration 2Q: 3 clusters Score -1.981869e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -19819940.000000 Penalty: 5824.955566
	Iteration 3Q: 3 clusters Score -1.981994e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -19821574.000000 Penalty: 5824.955566
	Iteration 4Q: 3 clusters Score -1.982157e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -19824298.000000 Penalty: 5824.955566
	Iteration 5Q: 3 clusters Score -1.98243e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -19828088.000000 Penalty: 5824.955566
	Iteration 6Q: 3 clusters Score -1.982809e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -19833264.000000 Penalty: 5824.955566
	Iteration 7F: 3 clusters Score -1.983326e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -19839232.000000 Penalty: 5824.955566
	Iteration 8F: 3 clusters Score -1.983923e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -19844598.000000 Penalty: 5824.955566
	Iteration 9F: 3 clusters Score -1.98446e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 98939 members 
Entering Unmasked Estep 
Score: -19848432.000000 Penalty: 5824.955566
	Iteration 10Q: 3 clusters Score -1.984843e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -19850660.000000 Penalty: 5824.955566
	Iteration 11Q: 3 clusters Score -1.985066e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -19852166.000000 Penalty: 5824.955566
	Iteration 12Q: 3 clusters Score -1.985217e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -19853148.000000 Penalty: 5824.955566
	Iteration 13Q: 3 clusters Score -1.985315e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 109115 members 
Entering Unmasked Estep 
Score: -19854126.000000 Penalty: 5824.955566
	Iteration 14Q: 3 clusters Score -1.985413e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 111120 members 
Entering Unmasked Estep 
Score: -19855008.000000 Penalty: 5824.955566
	Iteration 15Q: 3 clusters Score -1.985501e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 112855 members 
Entering Unmasked Estep 
Score: -19855698.000000 Penalty: 5824.955566
	Iteration 16Q: 3 clusters Score -1.98557e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -19856498.000000 Penalty: 5824.955566
	Iteration 17Q: 3 clusters Score -1.98565e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 115717 members 
Entering Unmasked Estep 
Score: -19857122.000000 Penalty: 5824.955566
	Iteration 18Q: 3 clusters Score -1.985712e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 116924 members 
Entering Unmasked Estep 
Score: -19857594.000000 Penalty: 5824.955566
	Iteration 19Q: 3 clusters Score -1.985759e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 117980 members 
Entering Unmasked Estep 
Score: -19858132.000000 Penalty: 5824.955566
	Iteration 20F: 3 clusters Score -1.985813e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -19858566.000000 Penalty: 5824.955566
	Iteration 21Q: 3 clusters Score -1.985857e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 119742 members 
Entering Unmasked Estep 
Score: -19858942.000000 Penalty: 5824.955566
	Iteration 22Q: 3 clusters Score -1.985894e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 120442 members 
Entering Unmasked Estep 
Score: -19859434.000000 Penalty: 5824.955566
	Iteration 23Q: 3 clusters Score -1.985943e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 121039 members 
Entering Unmasked Estep 
Score: -19859704.000000 Penalty: 5824.955566
	Iteration 24Q: 3 clusters Score -1.98597e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 121549 members 
Entering Unmasked Estep 
Score: -19859958.000000 Penalty: 5824.955566
	Iteration 25Q: 3 clusters Score -1.985996e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 121987 members 
Entering Unmasked Estep 
Score: -19860158.000000 Penalty: 5824.955566
	Iteration 26Q: 3 clusters Score -1.986016e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 122367 members 
Entering Unmasked Estep 
Score: -19860300.000000 Penalty: 5824.955566
	Iteration 27Q: 3 clusters Score -1.98603e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 122655 members 
Entering Unmasked Estep 
Score: -19860434.000000 Penalty: 5824.955566
	Iteration 28Q: 3 clusters Score -1.986043e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 122908 members 
Entering Unmasked Estep 
Score: -19860566.000000 Penalty: 5824.955566
	Iteration 29Q: 3 clusters Score -1.986057e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 123132 members 
Entering Unmasked Estep 
Score: -19860642.000000 Penalty: 5824.955566
	Iteration 30Q: 3 clusters Score -1.986064e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 123308 members 
Entering Unmasked Estep 
Score: -19860754.000000 Penalty: 5824.955566
	Iteration 31Q: 3 clusters Score -1.986075e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 123463 members 
Entering Unmasked Estep 
Score: -19860814.000000 Penalty: 5824.955566
	Iteration 32Q: 3 clusters Score -1.986081e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 123592 members 
Entering Unmasked Estep 
Score: -19860894.000000 Penalty: 5824.955566
	Iteration 33Q: 3 clusters Score -1.986089e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 123690 members 
Entering Unmasked Estep 
Score: -19860924.000000 Penalty: 5824.955566
	Iteration 34Q: 3 clusters Score -1.986092e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -19860962.000000 Penalty: 5824.955566
	Iteration 35Q: 3 clusters Score -1.986096e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -19860978.000000 Penalty: 5824.955566
	Iteration 36Q: 3 clusters Score -1.986098e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -19860990.000000 Penalty: 5824.955566
	Iteration 37Q: 3 clusters Score -1.986099e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 123968 members 
Entering Unmasked Estep 
Score: -19861032.000000 Penalty: 5824.955566
	Iteration 38Q: 3 clusters Score -1.986103e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -19861082.000000 Penalty: 5824.955566
	Iteration 39Q: 3 clusters Score -1.986108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 124053 members 
Entering Unmasked Estep 
Score: -19861098.000000 Penalty: 5824.955566
	Iteration 40F: 3 clusters Score -1.98611e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -19861092.000000 Penalty: 5824.955566
	Iteration 41Q: 3 clusters Score -1.986109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -19861138.000000 Penalty: 5824.955566
	Iteration 42Q: 3 clusters Score -1.986114e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -19861128.000000 Penalty: 5824.955566
	Iteration 43Q: 3 clusters Score -1.986113e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 124263 members 
Entering Unmasked Estep 
Score: -19861172.000000 Penalty: 5824.955566
	Iteration 44Q: 3 clusters Score -1.986117e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 124304 members 
Entering Unmasked Estep 
Score: -19861180.000000 Penalty: 5824.955566
	Iteration 45Q: 3 clusters Score -1.986118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 124334 members 
Entering Unmasked Estep 
Score: -19861182.000000 Penalty: 5824.955566
	Iteration 46Q: 3 clusters Score -1.986118e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -19861210.000000 Penalty: 5824.955566
	Iteration 47Q: 3 clusters Score -1.986121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 124388 members 
Entering Unmasked Estep 
Score: -19861234.000000 Penalty: 5824.955566
	Iteration 48Q: 3 clusters Score -1.986123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 124407 members 
Entering Unmasked Estep 
Score: -19861234.000000 Penalty: 5824.955566
	Iteration 49Q: 3 clusters Score -1.986123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 124434 members 
Entering Unmasked Estep 
Score: -19861246.000000 Penalty: 5824.955566
	Iteration 50Q: 3 clusters Score -1.986125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 124455 members 
Entering Unmasked Estep 
Score: -19861256.000000 Penalty: 5824.955566
	Iteration 51Q: 3 clusters Score -1.986126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -19861264.000000 Penalty: 5824.955566
	Iteration 52Q: 3 clusters Score -1.986126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -19861264.000000 Penalty: 5824.955566
	Iteration 53Q: 3 clusters Score -1.986126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 124513 members 
Entering Unmasked Estep 
Score: -19861262.000000 Penalty: 5824.955566
	Iteration 54Q: 3 clusters Score -1.986126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 124528 members 
Entering Unmasked Estep 
Score: -19861278.000000 Penalty: 5824.955566
	Iteration 55Q: 3 clusters Score -1.986128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 124544 members 
Entering Unmasked Estep 
Score: -19861282.000000 Penalty: 5824.955566
	Iteration 56Q: 3 clusters Score -1.986128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 124562 members 
Entering Unmasked Estep 
Score: -19861314.000000 Penalty: 5824.955566
	Iteration 57Q: 3 clusters Score -1.986131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 124576 members 
Entering Unmasked Estep 
Score: -19861320.000000 Penalty: 5824.955566
	Iteration 58Q: 3 clusters Score -1.986132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 124586 members 
Entering Unmasked Estep 
Score: -19861326.000000 Penalty: 5824.955566
	Iteration 59Q: 3 clusters Score -1.986133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 124601 members 
Entering Unmasked Estep 
Score: -19861328.000000 Penalty: 5824.955566
	Iteration 60F: 3 clusters Score -1.986133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 124618 members 
Entering Unmasked Estep 
Score: -19861316.000000 Penalty: 5824.955566
	Iteration 61Q: 3 clusters Score -1.986132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 124635 members 
Entering Unmasked Estep 
Score: -19861328.000000 Penalty: 5824.955566
	Iteration 62Q: 3 clusters Score -1.986133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -19861326.000000 Penalty: 5824.955566
	Iteration 63Q: 3 clusters Score -1.986133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -19861326.000000 Penalty: 5824.955566
	Iteration 64Q: 3 clusters Score -1.986133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 124648 members 
Entering Unmasked Estep 
Score: -19861320.000000 Penalty: 5824.955566
	Iteration 65Q: 3 clusters Score -1.986132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 124655 members 
Entering Unmasked Estep 
Score: -19861326.000000 Penalty: 5824.955566
	Iteration 66Q: 3 clusters Score -1.986133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 124658 members 
Entering Unmasked Estep 
Score: -19861322.000000 Penalty: 5824.955566
	Iteration 67Q: 3 clusters Score -1.986132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 124659 members 
Entering Unmasked Estep 
Score: -19861318.000000 Penalty: 5824.955566
	Iteration 68Q: 3 clusters Score -1.986132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 124659 members 
Entering Unmasked Estep 
Score: -19861332.000000 Penalty: 5824.955566
	Iteration 69Q: 3 clusters Score -1.986133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -19861336.000000 Penalty: 5824.955566
	Iteration 70Q: 3 clusters Score -1.986134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 124663 members 
Entering Unmasked Estep 
Score: -19861326.000000 Penalty: 5824.955566
	Iteration 71Q: 3 clusters Score -1.986133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -19861340.000000 Penalty: 5824.955566
	Iteration 72Q: 3 clusters Score -1.986134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -19861346.000000 Penalty: 5824.955566
	Iteration 73Q: 3 clusters Score -1.986135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -19861348.000000 Penalty: 5824.955566
	Iteration 74Q: 3 clusters Score -1.986135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -19861348.000000 Penalty: 5824.955566
	Iteration 75Q: 3 clusters Score -1.986135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 124670 members 
Entering Unmasked Estep 
Score: -19861334.000000 Penalty: 5824.955566
	Iteration 76Q: 3 clusters Score -1.986133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -19861342.000000 Penalty: 5824.955566
	Iteration 77Q: 3 clusters Score -1.986134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -19861330.000000 Penalty: 5824.955566
	Iteration 78Q: 3 clusters Score -1.986133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 124676 members 
Entering Unmasked Estep 
Score: -19861346.000000 Penalty: 5824.955566
	Iteration 79Q: 3 clusters Score -1.986135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -19861354.000000 Penalty: 5824.955566
	Iteration 80F: 3 clusters Score -1.986135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 124680 members 
Entering Unmasked Estep 
Score: -19861344.000000 Penalty: 5824.955566
	Iteration 81Q: 3 clusters Score -1.986134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -19861358.000000 Penalty: 5824.955566
	Iteration 82Q: 3 clusters Score -1.986136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 124685 members 
Entering Unmasked Estep 
Score: -19861340.000000 Penalty: 5824.955566
	Iteration 83Q: 3 clusters Score -1.986134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -19861346.000000 Penalty: 5824.955566
	Iteration 84Q: 3 clusters Score -1.986135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 124688 members 
Entering Unmasked Estep 
Score: -19861356.000000 Penalty: 5824.955566
	Iteration 85Q: 3 clusters Score -1.986136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 124688 members 
Entering Unmasked Estep 
Score: -19861356.000000 Penalty: 5824.955566
	Iteration 86F: 3 clusters Score -1.986136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Entering Unmasked Estep 
Score: -630620.312500 Penalty: 2075.895752
	Iteration 0F: 2 clusters Score -630620.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -626579.750000 Penalty: 4151.791504
	Iteration 0F: 3 clusters Score -626579.8 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -627671.625000 Penalty: 4151.791504
	Iteration 1F: 3 clusters Score -627671.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -628043.000000 Penalty: 4151.791504
	Iteration 2F: 3 clusters Score -628043 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -628331.875000 Penalty: 4151.791504
	Iteration 3F: 3 clusters Score -628331.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -628553.312500 Penalty: 4151.791504
	Iteration 4F: 3 clusters Score -628553.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -628746.062500 Penalty: 4151.791504
	Iteration 5F: 3 clusters Score -628746.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -628904.187500 Penalty: 4151.791504
	Iteration 6Q: 3 clusters Score -628904.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -629024.187500 Penalty: 4151.791504
	Iteration 7Q: 3 clusters Score -629024.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -629123.750000 Penalty: 4151.791504
	Iteration 8Q: 3 clusters Score -629123.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -629203.500000 Penalty: 4151.791504
	Iteration 9Q: 3 clusters Score -629203.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -629267.250000 Penalty: 4151.791504
	Iteration 10Q: 3 clusters Score -629267.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -629317.937500 Penalty: 4151.791504
	Iteration 11Q: 3 clusters Score -629317.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -629368.812500 Penalty: 4151.791504
	Iteration 12Q: 3 clusters Score -629368.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -629403.000000 Penalty: 4151.791504
	Iteration 13Q: 3 clusters Score -629403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -629432.875000 Penalty: 4151.791504
	Iteration 14Q: 3 clusters Score -629432.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -629460.437500 Penalty: 4151.791504
	Iteration 15Q: 3 clusters Score -629460.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -629487.812500 Penalty: 4151.791504
	Iteration 16Q: 3 clusters Score -629487.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -629501.062500 Penalty: 4151.791504
	Iteration 17Q: 3 clusters Score -629501.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -629507.625000 Penalty: 4151.791504
	Iteration 18Q: 3 clusters Score -629507.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -629513.750000 Penalty: 4151.791504
	Iteration 19Q: 3 clusters Score -629513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -629520.687500 Penalty: 4151.791504
	Iteration 20F: 3 clusters Score -629520.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -629527.687500 Penalty: 4151.791504
	Iteration 21Q: 3 clusters Score -629527.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -629532.687500 Penalty: 4151.791504
	Iteration 22Q: 3 clusters Score -629532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -629532.812500 Penalty: 4151.791504
	Iteration 23Q: 3 clusters Score -629532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -629534.375000 Penalty: 4151.791504
	Iteration 24Q: 3 clusters Score -629534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -629534.812500 Penalty: 4151.791504
	Iteration 25Q: 3 clusters Score -629534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -629535.625000 Penalty: 4151.791504
	Iteration 26Q: 3 clusters Score -629535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -629537.437500 Penalty: 4151.791504
	Iteration 27Q: 3 clusters Score -629537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -629539.937500 Penalty: 4151.791504
	Iteration 28Q: 3 clusters Score -629539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -629542.500000 Penalty: 4151.791504
	Iteration 29Q: 3 clusters Score -629542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -629543.875000 Penalty: 4151.791504
	Iteration 30Q: 3 clusters Score -629543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -629546.187500 Penalty: 4151.791504
	Iteration 31Q: 3 clusters Score -629546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -629548.937500 Penalty: 4151.791504
	Iteration 32Q: 3 clusters Score -629548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -629553.625000 Penalty: 4151.791504
	Iteration 33Q: 3 clusters Score -629553.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -629558.562500 Penalty: 4151.791504
	Iteration 34Q: 3 clusters Score -629558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -629561.687500 Penalty: 4151.791504
	Iteration 35Q: 3 clusters Score -629561.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -629566.312500 Penalty: 4151.791504
	Iteration 36Q: 3 clusters Score -629566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -629568.687500 Penalty: 4151.791504
	Iteration 37Q: 3 clusters Score -629568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -629572.500000 Penalty: 4151.791504
	Iteration 38Q: 3 clusters Score -629572.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -629575.937500 Penalty: 4151.791504
	Iteration 39Q: 3 clusters Score -629575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -629576.687500 Penalty: 4151.791504
	Iteration 40F: 3 clusters Score -629576.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -629577.500000 Penalty: 4151.791504
	Iteration 41Q: 3 clusters Score -629577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -629578.437500 Penalty: 4151.791504
	Iteration 42Q: 3 clusters Score -629578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -629579.000000 Penalty: 4151.791504
	Iteration 43Q: 3 clusters Score -629579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -629579.625000 Penalty: 4151.791504
	Iteration 44Q: 3 clusters Score -629579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -629579.625000 Penalty: 4151.791504
	Iteration 45F: 3 clusters Score -629579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -23490.500000 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -23490.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22463.644531 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -22463.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22643.673828 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -22643.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22692.363281 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -22692.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22789.238281 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -22789.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22846.804688 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -22846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22897.335938 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -22897.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22938.712891 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -22938.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23070.029297 Penalty: 2732.656738
	Iteration 7Q: 3 clusters Score -23070.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23154.214844 Penalty: 2732.656738
	Iteration 8Q: 3 clusters Score -23154.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23249.373047 Penalty: 2732.656738
	Iteration 9Q: 3 clusters Score -23249.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23258.214844 Penalty: 2732.656738
	Iteration 10Q: 3 clusters Score -23258.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23262.154297 Penalty: 2732.656738
	Iteration 11Q: 3 clusters Score -23262.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23263.730469 Penalty: 2732.656738
	Iteration 12Q: 3 clusters Score -23263.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23273.523438 Penalty: 2732.656738
	Iteration 13F: 3 clusters Score -23273.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23317.220703 Penalty: 2732.656738
	Iteration 14Q: 3 clusters Score -23317.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23330.535156 Penalty: 2732.656738
	Iteration 15Q: 3 clusters Score -23330.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23444.976562 Penalty: 2732.656738
	Iteration 16Q: 3 clusters Score -23444.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23460.960938 Penalty: 2732.656738
	Iteration 17Q: 3 clusters Score -23460.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23473.222656 Penalty: 2732.656738
	Iteration 18Q: 3 clusters Score -23473.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23490.109375 Penalty: 2732.656738
	Iteration 19Q: 3 clusters Score -23490.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23527.722656 Penalty: 2732.656738
	Iteration 20F: 3 clusters Score -23527.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23546.941406 Penalty: 2732.656738
	Iteration 21Q: 3 clusters Score -23546.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23567.697266 Penalty: 2732.656738
	Iteration 22Q: 3 clusters Score -23567.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23567.697266 Penalty: 2732.656738
	Iteration 23F: 3 clusters Score -23567.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 125978 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 85 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139309 members 
Mstep: Class 17 contains 13220 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18820 members 
Mstep: Class 21 contains 34093 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 95290 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9333 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4262 members 
Mstep: Class 34 contains 14342 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 162 members 
Entering Unmasked Estep 
Score: -86715264.000000 Penalty: 118243.585938
Splitting cluster 13 changes total score from -86717056.000000 to -86715264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Entering Unmasked Estep 
Score: -409763.968750 Penalty: 1962.008301
	Iteration 0F: 2 clusters Score -409764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -406736.687500 Penalty: 3924.016602
	Iteration 0F: 3 clusters Score -406736.7 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -407406.031250 Penalty: 3924.016602
	Iteration 1F: 3 clusters Score -407406 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -407617.968750 Penalty: 3924.016602
	Iteration 2F: 3 clusters Score -407618 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -407738.375000 Penalty: 3924.016602
	Iteration 3F: 3 clusters Score -407738.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -407853.718750 Penalty: 3924.016602
	Iteration 4Q: 3 clusters Score -407853.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -407927.343750 Penalty: 3924.016602
	Iteration 5Q: 3 clusters Score -407927.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -407986.156250 Penalty: 3924.016602
	Iteration 6Q: 3 clusters Score -407986.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -408041.031250 Penalty: 3924.016602
	Iteration 7Q: 3 clusters Score -408041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -408109.562500 Penalty: 3924.016602
	Iteration 8Q: 3 clusters Score -408109.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -408196.375000 Penalty: 3924.016602
	Iteration 9Q: 3 clusters Score -408196.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -408304.218750 Penalty: 3924.016602
	Iteration 10Q: 3 clusters Score -408304.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -408413.625000 Penalty: 3924.016602
	Iteration 11Q: 3 clusters Score -408413.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -408501.343750 Penalty: 3924.016602
	Iteration 12Q: 3 clusters Score -408501.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -408580.531250 Penalty: 3924.016602
	Iteration 13Q: 3 clusters Score -408580.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -408646.031250 Penalty: 3924.016602
	Iteration 14Q: 3 clusters Score -408646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -408695.312500 Penalty: 3924.016602
	Iteration 15Q: 3 clusters Score -408695.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -408734.718750 Penalty: 3924.016602
	Iteration 16Q: 3 clusters Score -408734.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -408753.875000 Penalty: 3924.016602
	Iteration 17Q: 3 clusters Score -408753.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -408764.968750 Penalty: 3924.016602
	Iteration 18Q: 3 clusters Score -408765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -408773.906250 Penalty: 3924.016602
	Iteration 19Q: 3 clusters Score -408773.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -408779.250000 Penalty: 3924.016602
	Iteration 20F: 3 clusters Score -408779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -408783.000000 Penalty: 3924.016602
	Iteration 21Q: 3 clusters Score -408783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -408789.375000 Penalty: 3924.016602
	Iteration 22Q: 3 clusters Score -408789.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -408797.375000 Penalty: 3924.016602
	Iteration 23Q: 3 clusters Score -408797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -408804.406250 Penalty: 3924.016602
	Iteration 24Q: 3 clusters Score -408804.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -408813.093750 Penalty: 3924.016602
	Iteration 25Q: 3 clusters Score -408813.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -408819.625000 Penalty: 3924.016602
	Iteration 26Q: 3 clusters Score -408819.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -408825.625000 Penalty: 3924.016602
	Iteration 27Q: 3 clusters Score -408825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -408829.406250 Penalty: 3924.016602
	Iteration 28Q: 3 clusters Score -408829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -408833.312500 Penalty: 3924.016602
	Iteration 29Q: 3 clusters Score -408833.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -408835.468750 Penalty: 3924.016602
	Iteration 30Q: 3 clusters Score -408835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -408838.843750 Penalty: 3924.016602
	Iteration 31Q: 3 clusters Score -408838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -408840.968750 Penalty: 3924.016602
	Iteration 32Q: 3 clusters Score -408841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -408842.812500 Penalty: 3924.016602
	Iteration 33Q: 3 clusters Score -408842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -408843.656250 Penalty: 3924.016602
	Iteration 34Q: 3 clusters Score -408843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -408844.781250 Penalty: 3924.016602
	Iteration 35Q: 3 clusters Score -408844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -408844.781250 Penalty: 3924.016602
	Iteration 36F: 3 clusters Score -408844.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -238198.218750 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -238198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -235826.843750 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -235826.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -236368.984375 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -236369 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -236659.187500 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -236659.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -236856.578125 Penalty: 3676.131836
	Iteration 3F: 3 clusters Score -236856.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -237009.562500 Penalty: 3676.131836
	Iteration 4F: 3 clusters Score -237009.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237124.703125 Penalty: 3676.131836
	Iteration 5Q: 3 clusters Score -237124.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -237207.578125 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -237207.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -237237.031250 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -237237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -237257.750000 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -237257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -237271.671875 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -237271.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237283.109375 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -237283.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -237297.171875 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -237297.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -237313.968750 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -237314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237331.156250 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -237331.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -237348.437500 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -237348.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -237364.500000 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -237364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -237375.390625 Penalty: 3676.131836
	Iteration 16Q: 3 clusters Score -237375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237380.546875 Penalty: 3676.131836
	Iteration 17Q: 3 clusters Score -237380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -237382.796875 Penalty: 3676.131836
	Iteration 18Q: 3 clusters Score -237382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -237383.406250 Penalty: 3676.131836
	Iteration 19Q: 3 clusters Score -237383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237385.531250 Penalty: 3676.131836
	Iteration 20F: 3 clusters Score -237385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -237387.187500 Penalty: 3676.131836
	Iteration 21Q: 3 clusters Score -237387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -237388.812500 Penalty: 3676.131836
	Iteration 22Q: 3 clusters Score -237388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -237389.906250 Penalty: 3676.131836
	Iteration 23Q: 3 clusters Score -237389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237390.843750 Penalty: 3676.131836
	Iteration 24Q: 3 clusters Score -237390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -237390.843750 Penalty: 3676.131836
	Iteration 25F: 3 clusters Score -237390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (139309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Entering Unmasked Estep 
Score: -21885512.000000 Penalty: 2937.423584
	Iteration 0F: 2 clusters Score -2.188551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -21796722.000000 Penalty: 5874.847168
	Iteration 0F: 3 clusters Score -2.179672e+07 nChanged 66494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -21835824.000000 Penalty: 5874.847168
	Iteration 1F: 3 clusters Score -2.183582e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -21837268.000000 Penalty: 5874.847168
	Iteration 2Q: 3 clusters Score -2.183727e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78231 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -21839728.000000 Penalty: 5874.847168
	Iteration 3Q: 3 clusters Score -2.183973e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -21843340.000000 Penalty: 5874.847168
	Iteration 4F: 3 clusters Score -2.184334e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -21848836.000000 Penalty: 5874.847168
	Iteration 5F: 3 clusters Score -2.184884e+07 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98475 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -21856324.000000 Penalty: 5874.847168
	Iteration 6F: 3 clusters Score -2.185632e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107883 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -21864672.000000 Penalty: 5874.847168
	Iteration 7F: 3 clusters Score -2.186467e+07 nChanged 9077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -21872340.000000 Penalty: 5874.847168
	Iteration 8F: 3 clusters Score -2.187234e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121363 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -21877892.000000 Penalty: 5874.847168
	Iteration 9Q: 3 clusters Score -2.187789e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -21880676.000000 Penalty: 5874.847168
	Iteration 10Q: 3 clusters Score -2.188068e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126524 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -21881890.000000 Penalty: 5874.847168
	Iteration 11Q: 3 clusters Score -2.188189e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128081 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -21882634.000000 Penalty: 5874.847168
	Iteration 12Q: 3 clusters Score -2.188263e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129427 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -21882942.000000 Penalty: 5874.847168
	Iteration 13Q: 3 clusters Score -2.188294e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -21883208.000000 Penalty: 5874.847168
	Iteration 14Q: 3 clusters Score -2.188321e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131654 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -21883432.000000 Penalty: 5874.847168
	Iteration 15Q: 3 clusters Score -2.188343e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -21883724.000000 Penalty: 5874.847168
	Iteration 16Q: 3 clusters Score -2.188372e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133423 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -21883922.000000 Penalty: 5874.847168
	Iteration 17Q: 3 clusters Score -2.188392e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134127 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -21883978.000000 Penalty: 5874.847168
	Iteration 18Q: 3 clusters Score -2.188398e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134705 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -21884062.000000 Penalty: 5874.847168
	Iteration 19Q: 3 clusters Score -2.188406e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135208 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -21884110.000000 Penalty: 5874.847168
	Iteration 20F: 3 clusters Score -2.188411e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135625 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -21884184.000000 Penalty: 5874.847168
	Iteration 21Q: 3 clusters Score -2.188418e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135971 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -21884158.000000 Penalty: 5874.847168
	Iteration 22Q: 3 clusters Score -2.188416e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136277 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -21884246.000000 Penalty: 5874.847168
	Iteration 23Q: 3 clusters Score -2.188425e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136555 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -21884248.000000 Penalty: 5874.847168
	Iteration 24Q: 3 clusters Score -2.188425e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21884230.000000 Penalty: 5874.847168
	Iteration 25Q: 3 clusters Score -2.188423e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136953 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -21884308.000000 Penalty: 5874.847168
	Iteration 26Q: 3 clusters Score -2.188431e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21884326.000000 Penalty: 5874.847168
	Iteration 27Q: 3 clusters Score -2.188433e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137234 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -21884370.000000 Penalty: 5874.847168
	Iteration 28Q: 3 clusters Score -2.188437e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137339 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -21884414.000000 Penalty: 5874.847168
	Iteration 29Q: 3 clusters Score -2.188441e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137419 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -21884414.000000 Penalty: 5874.847168
	Iteration 30Q: 3 clusters Score -2.188441e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137497 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21884412.000000 Penalty: 5874.847168
	Iteration 31Q: 3 clusters Score -2.188441e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137570 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -21884430.000000 Penalty: 5874.847168
	Iteration 32Q: 3 clusters Score -2.188443e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137619 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -21884418.000000 Penalty: 5874.847168
	Iteration 33Q: 3 clusters Score -2.188442e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137677 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -21884432.000000 Penalty: 5874.847168
	Iteration 34Q: 3 clusters Score -2.188443e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137737 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -21884442.000000 Penalty: 5874.847168
	Iteration 35Q: 3 clusters Score -2.188444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137778 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -21884426.000000 Penalty: 5874.847168
	Iteration 36Q: 3 clusters Score -2.188443e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137823 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -21884450.000000 Penalty: 5874.847168
	Iteration 37Q: 3 clusters Score -2.188445e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137857 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -21884484.000000 Penalty: 5874.847168
	Iteration 38Q: 3 clusters Score -2.188448e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137878 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21884478.000000 Penalty: 5874.847168
	Iteration 39Q: 3 clusters Score -2.188448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137904 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21884502.000000 Penalty: 5874.847168
	Iteration 40F: 3 clusters Score -2.18845e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137936 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21884488.000000 Penalty: 5874.847168
	Iteration 41Q: 3 clusters Score -2.188449e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137963 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -21884486.000000 Penalty: 5874.847168
	Iteration 42Q: 3 clusters Score -2.188449e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137991 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21884510.000000 Penalty: 5874.847168
	Iteration 43Q: 3 clusters Score -2.188451e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138010 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -21884518.000000 Penalty: 5874.847168
	Iteration 44Q: 3 clusters Score -2.188452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -21884572.000000 Penalty: 5874.847168
	Iteration 45Q: 3 clusters Score -2.188457e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138036 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21884576.000000 Penalty: 5874.847168
	Iteration 46Q: 3 clusters Score -2.188458e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138057 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21884608.000000 Penalty: 5874.847168
	Iteration 47Q: 3 clusters Score -2.188461e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138075 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -21884620.000000 Penalty: 5874.847168
	Iteration 48Q: 3 clusters Score -2.188462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138094 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21884566.000000 Penalty: 5874.847168
	Iteration 49Q: 3 clusters Score -2.188457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138106 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21884580.000000 Penalty: 5874.847168
	Iteration 50Q: 3 clusters Score -2.188458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -21884590.000000 Penalty: 5874.847168
	Iteration 51Q: 3 clusters Score -2.188459e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138133 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21884614.000000 Penalty: 5874.847168
	Iteration 52Q: 3 clusters Score -2.188461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138151 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21884638.000000 Penalty: 5874.847168
	Iteration 53Q: 3 clusters Score -2.188464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138171 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21884650.000000 Penalty: 5874.847168
	Iteration 54Q: 3 clusters Score -2.188465e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21884662.000000 Penalty: 5874.847168
	Iteration 55Q: 3 clusters Score -2.188466e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138201 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -21884702.000000 Penalty: 5874.847168
	Iteration 56Q: 3 clusters Score -2.18847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138219 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21884746.000000 Penalty: 5874.847168
	Iteration 57Q: 3 clusters Score -2.188475e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138230 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21884768.000000 Penalty: 5874.847168
	Iteration 58Q: 3 clusters Score -2.188477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138239 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -21884776.000000 Penalty: 5874.847168
	Iteration 59Q: 3 clusters Score -2.188478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21884786.000000 Penalty: 5874.847168
	Iteration 60F: 3 clusters Score -2.188479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138256 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -21884804.000000 Penalty: 5874.847168
	Iteration 61Q: 3 clusters Score -2.18848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138271 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21884826.000000 Penalty: 5874.847168
	Iteration 62Q: 3 clusters Score -2.188483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138276 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -21884838.000000 Penalty: 5874.847168
	Iteration 63Q: 3 clusters Score -2.188484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -21884814.000000 Penalty: 5874.847168
	Iteration 64Q: 3 clusters Score -2.188481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138283 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21884820.000000 Penalty: 5874.847168
	Iteration 65Q: 3 clusters Score -2.188482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138282 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -21884826.000000 Penalty: 5874.847168
	Iteration 66Q: 3 clusters Score -2.188483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138284 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21884830.000000 Penalty: 5874.847168
	Iteration 67Q: 3 clusters Score -2.188483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138284 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21884840.000000 Penalty: 5874.847168
	Iteration 68Q: 3 clusters Score -2.188484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138284 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21884840.000000 Penalty: 5874.847168
	Iteration 69F: 3 clusters Score -2.188484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Entering Unmasked Estep 
Score: -2030431.625000 Penalty: 2353.392578
	Iteration 0F: 2 clusters Score -2030432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2020765.500000 Penalty: 4706.785156
	Iteration 0F: 3 clusters Score -2020766 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2024317.250000 Penalty: 4706.785156
	Iteration 1F: 3 clusters Score -2024317 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2025404.625000 Penalty: 4706.785156
	Iteration 2F: 3 clusters Score -2025405 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2026539.500000 Penalty: 4706.785156
	Iteration 3F: 3 clusters Score -2026540 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2027433.125000 Penalty: 4706.785156
	Iteration 4F: 3 clusters Score -2027433 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2028069.625000 Penalty: 4706.785156
	Iteration 5F: 3 clusters Score -2028070 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2028525.625000 Penalty: 4706.785156
	Iteration 6Q: 3 clusters Score -2028526 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2028827.625000 Penalty: 4706.785156
	Iteration 7Q: 3 clusters Score -2028828 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2028992.375000 Penalty: 4706.785156
	Iteration 8Q: 3 clusters Score -2028992 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2029123.875000 Penalty: 4706.785156
	Iteration 9Q: 3 clusters Score -2029124 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2029212.250000 Penalty: 4706.785156
	Iteration 10Q: 3 clusters Score -2029212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2029274.000000 Penalty: 4706.785156
	Iteration 11Q: 3 clusters Score -2029274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2029313.250000 Penalty: 4706.785156
	Iteration 12Q: 3 clusters Score -2029313 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2029341.250000 Penalty: 4706.785156
	Iteration 13Q: 3 clusters Score -2029341 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2029364.250000 Penalty: 4706.785156
	Iteration 14Q: 3 clusters Score -2029364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2029386.875000 Penalty: 4706.785156
	Iteration 15Q: 3 clusters Score -2029387 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2029398.750000 Penalty: 4706.785156
	Iteration 16Q: 3 clusters Score -2029399 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2029410.500000 Penalty: 4706.785156
	Iteration 17Q: 3 clusters Score -2029410 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2029434.000000 Penalty: 4706.785156
	Iteration 18Q: 3 clusters Score -2029434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2029445.000000 Penalty: 4706.785156
	Iteration 19Q: 3 clusters Score -2029445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2029453.625000 Penalty: 4706.785156
	Iteration 20F: 3 clusters Score -2029454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2029475.250000 Penalty: 4706.785156
	Iteration 21Q: 3 clusters Score -2029475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2029495.125000 Penalty: 4706.785156
	Iteration 22Q: 3 clusters Score -2029495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2029503.000000 Penalty: 4706.785156
	Iteration 23Q: 3 clusters Score -2029503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2029510.500000 Penalty: 4706.785156
	Iteration 24Q: 3 clusters Score -2029510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2029513.750000 Penalty: 4706.785156
	Iteration 25Q: 3 clusters Score -2029514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2029521.500000 Penalty: 4706.785156
	Iteration 26Q: 3 clusters Score -2029522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2029530.625000 Penalty: 4706.785156
	Iteration 27Q: 3 clusters Score -2029531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2029540.625000 Penalty: 4706.785156
	Iteration 28Q: 3 clusters Score -2029541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2029544.500000 Penalty: 4706.785156
	Iteration 29Q: 3 clusters Score -2029544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2029553.000000 Penalty: 4706.785156
	Iteration 30Q: 3 clusters Score -2029553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2029561.750000 Penalty: 4706.785156
	Iteration 31Q: 3 clusters Score -2029562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2029563.875000 Penalty: 4706.785156
	Iteration 32Q: 3 clusters Score -2029564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2029570.250000 Penalty: 4706.785156
	Iteration 33Q: 3 clusters Score -2029570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2029573.375000 Penalty: 4706.785156
	Iteration 34Q: 3 clusters Score -2029573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2029576.125000 Penalty: 4706.785156
	Iteration 35Q: 3 clusters Score -2029576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2029579.875000 Penalty: 4706.785156
	Iteration 36Q: 3 clusters Score -2029580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2029578.250000 Penalty: 4706.785156
	Iteration 37Q: 3 clusters Score -2029578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2029577.250000 Penalty: 4706.785156
	Iteration 38Q: 3 clusters Score -2029577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2029581.125000 Penalty: 4706.785156
	Iteration 39Q: 3 clusters Score -2029581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2029589.750000 Penalty: 4706.785156
	Iteration 40F: 3 clusters Score -2029590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2029595.375000 Penalty: 4706.785156
	Iteration 41Q: 3 clusters Score -2029595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2029604.500000 Penalty: 4706.785156
	Iteration 42Q: 3 clusters Score -2029604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2029611.125000 Penalty: 4706.785156
	Iteration 43Q: 3 clusters Score -2029611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2029617.375000 Penalty: 4706.785156
	Iteration 44Q: 3 clusters Score -2029617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2029620.625000 Penalty: 4706.785156
	Iteration 45Q: 3 clusters Score -2029621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2029621.500000 Penalty: 4706.785156
	Iteration 46Q: 3 clusters Score -2029622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2029621.750000 Penalty: 4706.785156
	Iteration 47Q: 3 clusters Score -2029622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2029627.750000 Penalty: 4706.785156
	Iteration 48Q: 3 clusters Score -2029628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2029630.375000 Penalty: 4706.785156
	Iteration 49Q: 3 clusters Score -2029630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2029632.500000 Penalty: 4706.785156
	Iteration 50Q: 3 clusters Score -2029632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2029635.000000 Penalty: 4706.785156
	Iteration 51Q: 3 clusters Score -2029635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2029636.750000 Penalty: 4706.785156
	Iteration 52Q: 3 clusters Score -2029637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2029635.875000 Penalty: 4706.785156
	Iteration 53Q: 3 clusters Score -2029636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2029645.625000 Penalty: 4706.785156
	Iteration 54Q: 3 clusters Score -2029646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2029646.250000 Penalty: 4706.785156
	Iteration 55Q: 3 clusters Score -2029646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2029650.500000 Penalty: 4706.785156
	Iteration 56Q: 3 clusters Score -2029650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2029653.375000 Penalty: 4706.785156
	Iteration 57Q: 3 clusters Score -2029653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2029654.125000 Penalty: 4706.785156
	Iteration 58Q: 3 clusters Score -2029654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2029663.000000 Penalty: 4706.785156
	Iteration 59Q: 3 clusters Score -2029663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2029660.750000 Penalty: 4706.785156
	Iteration 60F: 3 clusters Score -2029661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2029663.625000 Penalty: 4706.785156
	Iteration 61Q: 3 clusters Score -2029664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2029668.625000 Penalty: 4706.785156
	Iteration 62Q: 3 clusters Score -2029669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2029664.375000 Penalty: 4706.785156
	Iteration 63Q: 3 clusters Score -2029664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2029665.125000 Penalty: 4706.785156
	Iteration 64Q: 3 clusters Score -2029665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2029669.375000 Penalty: 4706.785156
	Iteration 65Q: 3 clusters Score -2029669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2029671.750000 Penalty: 4706.785156
	Iteration 66Q: 3 clusters Score -2029672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2029672.500000 Penalty: 4706.785156
	Iteration 67Q: 3 clusters Score -2029672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2029673.125000 Penalty: 4706.785156
	Iteration 68Q: 3 clusters Score -2029673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2029672.250000 Penalty: 4706.785156
	Iteration 69Q: 3 clusters Score -2029672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2029672.250000 Penalty: 4706.785156
	Iteration 70F: 3 clusters Score -2029672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -98050.390625 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -98050.39 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 355 members 
Entering Unmasked Estep 
Score: -96429.562500 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -96429.56 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96797.976562 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -96797.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96999.695312 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -96999.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97188.835938 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -97188.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97333.703125 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -97333.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97430.890625 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -97430.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97528.992188 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -97528.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97595.132812 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -97595.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -97685.906250 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -97685.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97845.367188 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -97845.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -97914.023438 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -97914.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97989.507812 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -97989.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -98027.679688 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -98027.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98053.781250 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -98053.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98056.968750 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -98056.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98056.968750 Penalty: 3250.750977
	Iteration 15F: 3 clusters Score -98056.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 125978 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139309 members 
Mstep: Class 17 contains 13220 members 
Mstep: Class 18 contains 199 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18820 members 
Mstep: Class 21 contains 34093 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 95290 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9333 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4262 members 
Mstep: Class 34 contains 14342 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 503 members 
Entering Unmasked Estep 
Score: -86715672.000000 Penalty: 118243.585938
Splitting cluster 18 changes total score from -86717056.000000 to -86715672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -141826.421875 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -141826.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -139916.656250 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -139916.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -140351.750000 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -140351.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140534.937500 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -140534.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -140648.828125 Penalty: 3468.535645
	Iteration 3Q: 3 clusters Score -140648.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -140719.656250 Penalty: 3468.535645
	Iteration 4Q: 3 clusters Score -140719.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140743.765625 Penalty: 3468.535645
	Iteration 5Q: 3 clusters Score -140743.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140758.828125 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -140758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -140768.671875 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -140768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -140776.531250 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -140776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -140787.031250 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -140787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140799.625000 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -140799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -140836.921875 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -140836.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140869.484375 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -140869.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140910.968750 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -140911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -140951.578125 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -140951.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -140980.015625 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -140980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -141012.359375 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -141012.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -141044.281250 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -141044.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -141074.125000 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -141074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141098.187500 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -141098.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -141127.843750 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -141127.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -141167.656250 Penalty: 3468.535645
	Iteration 21Q: 3 clusters Score -141167.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -141190.031250 Penalty: 3468.535645
	Iteration 22Q: 3 clusters Score -141190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -141204.265625 Penalty: 3468.535645
	Iteration 23Q: 3 clusters Score -141204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141216.765625 Penalty: 3468.535645
	Iteration 24Q: 3 clusters Score -141216.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141235.750000 Penalty: 3468.535645
	Iteration 25Q: 3 clusters Score -141235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141242.140625 Penalty: 3468.535645
	Iteration 26Q: 3 clusters Score -141242.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -141244.890625 Penalty: 3468.535645
	Iteration 27Q: 3 clusters Score -141244.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -141257.562500 Penalty: 3468.535645
	Iteration 28Q: 3 clusters Score -141257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -141264.515625 Penalty: 3468.535645
	Iteration 29Q: 3 clusters Score -141264.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141271.765625 Penalty: 3468.535645
	Iteration 30Q: 3 clusters Score -141271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -141276.062500 Penalty: 3468.535645
	Iteration 31Q: 3 clusters Score -141276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -141279.578125 Penalty: 3468.535645
	Iteration 32Q: 3 clusters Score -141279.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141287.062500 Penalty: 3468.535645
	Iteration 33Q: 3 clusters Score -141287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -141293.906250 Penalty: 3468.535645
	Iteration 34Q: 3 clusters Score -141293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141301.765625 Penalty: 3468.535645
	Iteration 35Q: 3 clusters Score -141301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141308.906250 Penalty: 3468.535645
	Iteration 36Q: 3 clusters Score -141308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141316.218750 Penalty: 3468.535645
	Iteration 37Q: 3 clusters Score -141316.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141324.375000 Penalty: 3468.535645
	Iteration 38Q: 3 clusters Score -141324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -141336.218750 Penalty: 3468.535645
	Iteration 39Q: 3 clusters Score -141336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -141348.265625 Penalty: 3468.535645
	Iteration 40F: 3 clusters Score -141348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -141361.031250 Penalty: 3468.535645
	Iteration 41Q: 3 clusters Score -141361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -141371.562500 Penalty: 3468.535645
	Iteration 42Q: 3 clusters Score -141371.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -141387.468750 Penalty: 3468.535645
	Iteration 43Q: 3 clusters Score -141387.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141415.890625 Penalty: 3468.535645
	Iteration 44Q: 3 clusters Score -141415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -141432.656250 Penalty: 3468.535645
	Iteration 45Q: 3 clusters Score -141432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -141444.578125 Penalty: 3468.535645
	Iteration 46Q: 3 clusters Score -141444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -141450.578125 Penalty: 3468.535645
	Iteration 47Q: 3 clusters Score -141450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -141460.515625 Penalty: 3468.535645
	Iteration 48Q: 3 clusters Score -141460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -141461.156250 Penalty: 3468.535645
	Iteration 49Q: 3 clusters Score -141461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -141462.671875 Penalty: 3468.535645
	Iteration 50Q: 3 clusters Score -141462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -141465.265625 Penalty: 3468.535645
	Iteration 51Q: 3 clusters Score -141465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -141466.125000 Penalty: 3468.535645
	Iteration 52Q: 3 clusters Score -141466.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -141466.125000 Penalty: 3468.535645
	Iteration 53F: 3 clusters Score -141466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Entering Unmasked Estep 
Score: -2944127.750000 Penalty: 2440.983398
	Iteration 0F: 2 clusters Score -2944128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2930717.000000 Penalty: 4881.966797
	Iteration 0F: 3 clusters Score -2930717 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2935187.250000 Penalty: 4881.966797
	Iteration 1F: 3 clusters Score -2935187 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2935647.000000 Penalty: 4881.966797
	Iteration 2F: 3 clusters Score -2935647 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2936186.250000 Penalty: 4881.966797
	Iteration 3F: 3 clusters Score -2936186 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2936973.000000 Penalty: 4881.966797
	Iteration 4F: 3 clusters Score -2936973 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2938058.250000 Penalty: 4881.966797
	Iteration 5F: 3 clusters Score -2938058 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2939276.250000 Penalty: 4881.966797
	Iteration 6F: 3 clusters Score -2939276 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2940319.500000 Penalty: 4881.966797
	Iteration 7F: 3 clusters Score -2940320 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2941141.750000 Penalty: 4881.966797
	Iteration 8Q: 3 clusters Score -2941142 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2941767.250000 Penalty: 4881.966797
	Iteration 9Q: 3 clusters Score -2941767 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2942189.750000 Penalty: 4881.966797
	Iteration 10Q: 3 clusters Score -2942190 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2942541.250000 Penalty: 4881.966797
	Iteration 11Q: 3 clusters Score -2942541 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2942793.500000 Penalty: 4881.966797
	Iteration 12Q: 3 clusters Score -2942794 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2942961.750000 Penalty: 4881.966797
	Iteration 13Q: 3 clusters Score -2942962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2943032.000000 Penalty: 4881.966797
	Iteration 14Q: 3 clusters Score -2943032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2943059.500000 Penalty: 4881.966797
	Iteration 15Q: 3 clusters Score -2943060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2943090.250000 Penalty: 4881.966797
	Iteration 16Q: 3 clusters Score -2943090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2943103.500000 Penalty: 4881.966797
	Iteration 17Q: 3 clusters Score -2943104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2943126.250000 Penalty: 4881.966797
	Iteration 18Q: 3 clusters Score -2943126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2943151.250000 Penalty: 4881.966797
	Iteration 19Q: 3 clusters Score -2943151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2943175.500000 Penalty: 4881.966797
	Iteration 20F: 3 clusters Score -2943176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2943211.000000 Penalty: 4881.966797
	Iteration 21Q: 3 clusters Score -2943211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2943226.250000 Penalty: 4881.966797
	Iteration 22Q: 3 clusters Score -2943226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2943236.000000 Penalty: 4881.966797
	Iteration 23Q: 3 clusters Score -2943236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2943252.000000 Penalty: 4881.966797
	Iteration 24Q: 3 clusters Score -2943252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2943260.250000 Penalty: 4881.966797
	Iteration 25Q: 3 clusters Score -2943260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2943265.500000 Penalty: 4881.966797
	Iteration 26Q: 3 clusters Score -2943266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2943266.500000 Penalty: 4881.966797
	Iteration 27Q: 3 clusters Score -2943266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2943266.250000 Penalty: 4881.966797
	Iteration 28Q: 3 clusters Score -2943266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2943273.750000 Penalty: 4881.966797
	Iteration 29Q: 3 clusters Score -2943274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2943277.000000 Penalty: 4881.966797
	Iteration 30Q: 3 clusters Score -2943277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2943272.250000 Penalty: 4881.966797
	Iteration 31Q: 3 clusters Score -2943272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2943272.250000 Penalty: 4881.966797
	Iteration 32F: 3 clusters Score -2943272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Entering Unmasked Estep 
Score: -5285332.500000 Penalty: 2588.338135
	Iteration 0F: 2 clusters Score -5285332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5262238.000000 Penalty: 5176.676270
	Iteration 0F: 3 clusters Score -5262238 nChanged 15508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5270494.500000 Penalty: 5176.676270
	Iteration 1F: 3 clusters Score -5270494 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -5270954.500000 Penalty: 5176.676270
	Iteration 2Q: 3 clusters Score -5270954 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -5271391.000000 Penalty: 5176.676270
	Iteration 3Q: 3 clusters Score -5271391 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -5271800.000000 Penalty: 5176.676270
	Iteration 4Q: 3 clusters Score -5271800 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -5272260.000000 Penalty: 5176.676270
	Iteration 5Q: 3 clusters Score -5272260 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -5272817.000000 Penalty: 5176.676270
	Iteration 6Q: 3 clusters Score -5272817 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5273414.500000 Penalty: 5176.676270
	Iteration 7Q: 3 clusters Score -5273414 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5274071.500000 Penalty: 5176.676270
	Iteration 8Q: 3 clusters Score -5274072 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -5274804.000000 Penalty: 5176.676270
	Iteration 9Q: 3 clusters Score -5274804 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5275557.000000 Penalty: 5176.676270
	Iteration 10Q: 3 clusters Score -5275557 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -5276226.500000 Penalty: 5176.676270
	Iteration 11Q: 3 clusters Score -5276226 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -5276782.000000 Penalty: 5176.676270
	Iteration 12Q: 3 clusters Score -5276782 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -5277204.500000 Penalty: 5176.676270
	Iteration 13Q: 3 clusters Score -5277204 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -5277509.000000 Penalty: 5176.676270
	Iteration 14Q: 3 clusters Score -5277509 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -5277767.000000 Penalty: 5176.676270
	Iteration 15Q: 3 clusters Score -5277767 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -5277982.500000 Penalty: 5176.676270
	Iteration 16Q: 3 clusters Score -5277982 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -5278192.500000 Penalty: 5176.676270
	Iteration 17Q: 3 clusters Score -5278192 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -5278384.500000 Penalty: 5176.676270
	Iteration 18Q: 3 clusters Score -5278384 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -5278567.500000 Penalty: 5176.676270
	Iteration 19Q: 3 clusters Score -5278568 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -5278831.000000 Penalty: 5176.676270
	Iteration 20F: 3 clusters Score -5278831 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5279137.000000 Penalty: 5176.676270
	Iteration 21Q: 3 clusters Score -5279137 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -5279528.000000 Penalty: 5176.676270
	Iteration 22Q: 3 clusters Score -5279528 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5280082.000000 Penalty: 5176.676270
	Iteration 23Q: 3 clusters Score -5280082 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5280705.000000 Penalty: 5176.676270
	Iteration 24Q: 3 clusters Score -5280705 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5281340.500000 Penalty: 5176.676270
	Iteration 25Q: 3 clusters Score -5281340 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5281896.500000 Penalty: 5176.676270
	Iteration 26Q: 3 clusters Score -5281896 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5282331.000000 Penalty: 5176.676270
	Iteration 27Q: 3 clusters Score -5282331 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5282656.000000 Penalty: 5176.676270
	Iteration 28Q: 3 clusters Score -5282656 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5282822.000000 Penalty: 5176.676270
	Iteration 29Q: 3 clusters Score -5282822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5282904.500000 Penalty: 5176.676270
	Iteration 30Q: 3 clusters Score -5282904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5282965.000000 Penalty: 5176.676270
	Iteration 31Q: 3 clusters Score -5282965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5283001.500000 Penalty: 5176.676270
	Iteration 32Q: 3 clusters Score -5283002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5283037.000000 Penalty: 5176.676270
	Iteration 33Q: 3 clusters Score -5283037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5283078.000000 Penalty: 5176.676270
	Iteration 34Q: 3 clusters Score -5283078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5283086.500000 Penalty: 5176.676270
	Iteration 35Q: 3 clusters Score -5283086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5283102.500000 Penalty: 5176.676270
	Iteration 36Q: 3 clusters Score -5283102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5283111.500000 Penalty: 5176.676270
	Iteration 37Q: 3 clusters Score -5283112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5283114.500000 Penalty: 5176.676270
	Iteration 38Q: 3 clusters Score -5283114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5283118.500000 Penalty: 5176.676270
	Iteration 39Q: 3 clusters Score -5283118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5283121.500000 Penalty: 5176.676270
	Iteration 40F: 3 clusters Score -5283122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5283123.500000 Penalty: 5176.676270
	Iteration 41Q: 3 clusters Score -5283124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5283124.500000 Penalty: 5176.676270
	Iteration 42Q: 3 clusters Score -5283124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5283123.500000 Penalty: 5176.676270
	Iteration 43Q: 3 clusters Score -5283124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5283126.500000 Penalty: 5176.676270
	Iteration 44Q: 3 clusters Score -5283126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5283126.500000 Penalty: 5176.676270
	Iteration 45F: 3 clusters Score -5283126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Entering Unmasked Estep 
Score: -979994.312500 Penalty: 2179.948975
	Iteration 0F: 2 clusters Score -979994.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -974525.125000 Penalty: 4359.897949
	Iteration 0F: 3 clusters Score -974525.1 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -975924.687500 Penalty: 4359.897949
	Iteration 1F: 3 clusters Score -975924.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -976225.000000 Penalty: 4359.897949
	Iteration 2F: 3 clusters Score -976225 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -976467.812500 Penalty: 4359.897949
	Iteration 3F: 3 clusters Score -976467.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -976641.562500 Penalty: 4359.897949
	Iteration 4Q: 3 clusters Score -976641.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -976772.750000 Penalty: 4359.897949
	Iteration 5Q: 3 clusters Score -976772.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -976885.687500 Penalty: 4359.897949
	Iteration 6Q: 3 clusters Score -976885.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -976983.250000 Penalty: 4359.897949
	Iteration 7Q: 3 clusters Score -976983.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -977065.437500 Penalty: 4359.897949
	Iteration 8Q: 3 clusters Score -977065.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -977138.062500 Penalty: 4359.897949
	Iteration 9Q: 3 clusters Score -977138.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -977199.562500 Penalty: 4359.897949
	Iteration 10Q: 3 clusters Score -977199.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -977248.625000 Penalty: 4359.897949
	Iteration 11Q: 3 clusters Score -977248.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -977282.312500 Penalty: 4359.897949
	Iteration 12Q: 3 clusters Score -977282.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -977312.625000 Penalty: 4359.897949
	Iteration 13Q: 3 clusters Score -977312.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -977342.125000 Penalty: 4359.897949
	Iteration 14Q: 3 clusters Score -977342.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -977377.375000 Penalty: 4359.897949
	Iteration 15Q: 3 clusters Score -977377.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -977417.812500 Penalty: 4359.897949
	Iteration 16Q: 3 clusters Score -977417.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -977453.312500 Penalty: 4359.897949
	Iteration 17Q: 3 clusters Score -977453.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -977479.187500 Penalty: 4359.897949
	Iteration 18Q: 3 clusters Score -977479.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -977503.500000 Penalty: 4359.897949
	Iteration 19Q: 3 clusters Score -977503.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -977527.000000 Penalty: 4359.897949
	Iteration 20F: 3 clusters Score -977527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -977554.375000 Penalty: 4359.897949
	Iteration 21Q: 3 clusters Score -977554.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -977578.187500 Penalty: 4359.897949
	Iteration 22Q: 3 clusters Score -977578.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -977605.125000 Penalty: 4359.897949
	Iteration 23Q: 3 clusters Score -977605.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -977626.562500 Penalty: 4359.897949
	Iteration 24Q: 3 clusters Score -977626.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -977646.625000 Penalty: 4359.897949
	Iteration 25Q: 3 clusters Score -977646.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -977662.250000 Penalty: 4359.897949
	Iteration 26Q: 3 clusters Score -977662.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -977682.250000 Penalty: 4359.897949
	Iteration 27Q: 3 clusters Score -977682.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -977696.812500 Penalty: 4359.897949
	Iteration 28Q: 3 clusters Score -977696.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -977709.687500 Penalty: 4359.897949
	Iteration 29Q: 3 clusters Score -977709.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -977718.125000 Penalty: 4359.897949
	Iteration 30Q: 3 clusters Score -977718.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -977721.750000 Penalty: 4359.897949
	Iteration 31Q: 3 clusters Score -977721.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -977727.250000 Penalty: 4359.897949
	Iteration 32Q: 3 clusters Score -977727.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -977730.125000 Penalty: 4359.897949
	Iteration 33Q: 3 clusters Score -977730.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -977732.687500 Penalty: 4359.897949
	Iteration 34Q: 3 clusters Score -977732.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -977734.812500 Penalty: 4359.897949
	Iteration 35Q: 3 clusters Score -977734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -977738.062500 Penalty: 4359.897949
	Iteration 36Q: 3 clusters Score -977738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -977741.125000 Penalty: 4359.897949
	Iteration 37Q: 3 clusters Score -977741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -977738.625000 Penalty: 4359.897949
	Iteration 38Q: 3 clusters Score -977738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -977742.062500 Penalty: 4359.897949
	Iteration 39Q: 3 clusters Score -977742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -977746.500000 Penalty: 4359.897949
	Iteration 40F: 3 clusters Score -977746.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -977742.750000 Penalty: 4359.897949
	Iteration 41Q: 3 clusters Score -977742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -977743.750000 Penalty: 4359.897949
	Iteration 42Q: 3 clusters Score -977743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -977744.937500 Penalty: 4359.897949
	Iteration 43Q: 3 clusters Score -977744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -977745.812500 Penalty: 4359.897949
	Iteration 44Q: 3 clusters Score -977745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -977746.625000 Penalty: 4359.897949
	Iteration 45Q: 3 clusters Score -977746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -977747.812500 Penalty: 4359.897949
	Iteration 46Q: 3 clusters Score -977747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -977747.625000 Penalty: 4359.897949
	Iteration 47Q: 3 clusters Score -977747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -977747.812500 Penalty: 4359.897949
	Iteration 48Q: 3 clusters Score -977747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -977748.875000 Penalty: 4359.897949
	Iteration 49Q: 3 clusters Score -977748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -977748.312500 Penalty: 4359.897949
	Iteration 50Q: 3 clusters Score -977748.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -977749.187500 Penalty: 4359.897949
	Iteration 51Q: 3 clusters Score -977749.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -977749.562500 Penalty: 4359.897949
	Iteration 52Q: 3 clusters Score -977749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -977749.937500 Penalty: 4359.897949
	Iteration 53Q: 3 clusters Score -977749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -977750.562500 Penalty: 4359.897949
	Iteration 54Q: 3 clusters Score -977750.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -977753.500000 Penalty: 4359.897949
	Iteration 55Q: 3 clusters Score -977753.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -977758.500000 Penalty: 4359.897949
	Iteration 56Q: 3 clusters Score -977758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -977758.625000 Penalty: 4359.897949
	Iteration 57Q: 3 clusters Score -977758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -977758.625000 Penalty: 4359.897949
	Iteration 58Q: 3 clusters Score -977758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -977758.312500 Penalty: 4359.897949
	Iteration 59Q: 3 clusters Score -977758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -977758.875000 Penalty: 4359.897949
	Iteration 60F: 3 clusters Score -977758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -977759.000000 Penalty: 4359.897949
	Iteration 61Q: 3 clusters Score -977759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -977759.000000 Penalty: 4359.897949
	Iteration 62F: 3 clusters Score -977759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95290 members 
Entering Unmasked Estep 
Score: -15039372.000000 Penalty: 2843.240479
	Iteration 0F: 2 clusters Score -1.503937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -14976762.000000 Penalty: 5686.480957
	Iteration 0F: 3 clusters Score -1.497676e+07 nChanged 45008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -15002305.000000 Penalty: 5686.480957
	Iteration 1F: 3 clusters Score -1.50023e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -15003102.000000 Penalty: 5686.480957
	Iteration 2Q: 3 clusters Score -1.50031e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -15004196.000000 Penalty: 5686.480957
	Iteration 3Q: 3 clusters Score -1.50042e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -15005675.000000 Penalty: 5686.480957
	Iteration 4Q: 3 clusters Score -1.500568e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -15007933.000000 Penalty: 5686.480957
	Iteration 5Q: 3 clusters Score -1.500793e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62340 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -15011207.000000 Penalty: 5686.480957
	Iteration 6F: 3 clusters Score -1.501121e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -15015647.000000 Penalty: 5686.480957
	Iteration 7F: 3 clusters Score -1.501565e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -15021013.000000 Penalty: 5686.480957
	Iteration 8F: 3 clusters Score -1.502101e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -15026000.000000 Penalty: 5686.480957
	Iteration 9F: 3 clusters Score -1.5026e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -15029642.000000 Penalty: 5686.480957
	Iteration 10Q: 3 clusters Score -1.502964e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86117 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -15032136.000000 Penalty: 5686.480957
	Iteration 11Q: 3 clusters Score -1.503214e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88266 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -15033679.000000 Penalty: 5686.480957
	Iteration 12Q: 3 clusters Score -1.503368e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -15034713.000000 Penalty: 5686.480957
	Iteration 13Q: 3 clusters Score -1.503471e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -15035394.000000 Penalty: 5686.480957
	Iteration 14Q: 3 clusters Score -1.503539e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -15035890.000000 Penalty: 5686.480957
	Iteration 15Q: 3 clusters Score -1.503589e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -15036219.000000 Penalty: 5686.480957
	Iteration 16Q: 3 clusters Score -1.503622e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -15036523.000000 Penalty: 5686.480957
	Iteration 17Q: 3 clusters Score -1.503652e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -15036700.000000 Penalty: 5686.480957
	Iteration 18Q: 3 clusters Score -1.50367e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -15036837.000000 Penalty: 5686.480957
	Iteration 19Q: 3 clusters Score -1.503684e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -15036889.000000 Penalty: 5686.480957
	Iteration 20F: 3 clusters Score -1.503689e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -15036943.000000 Penalty: 5686.480957
	Iteration 21Q: 3 clusters Score -1.503694e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -15036996.000000 Penalty: 5686.480957
	Iteration 22Q: 3 clusters Score -1.5037e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -15037036.000000 Penalty: 5686.480957
	Iteration 23Q: 3 clusters Score -1.503704e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -15037058.000000 Penalty: 5686.480957
	Iteration 24Q: 3 clusters Score -1.503706e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94186 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -15037086.000000 Penalty: 5686.480957
	Iteration 25Q: 3 clusters Score -1.503709e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -15037115.000000 Penalty: 5686.480957
	Iteration 26Q: 3 clusters Score -1.503712e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15037154.000000 Penalty: 5686.480957
	Iteration 27Q: 3 clusters Score -1.503715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -15037169.000000 Penalty: 5686.480957
	Iteration 28Q: 3 clusters Score -1.503717e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -15037212.000000 Penalty: 5686.480957
	Iteration 29Q: 3 clusters Score -1.503721e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -15037231.000000 Penalty: 5686.480957
	Iteration 30Q: 3 clusters Score -1.503723e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -15037258.000000 Penalty: 5686.480957
	Iteration 31Q: 3 clusters Score -1.503726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15037260.000000 Penalty: 5686.480957
	Iteration 32Q: 3 clusters Score -1.503726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15037262.000000 Penalty: 5686.480957
	Iteration 33Q: 3 clusters Score -1.503726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -15037256.000000 Penalty: 5686.480957
	Iteration 34Q: 3 clusters Score -1.503726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94421 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15037257.000000 Penalty: 5686.480957
	Iteration 35Q: 3 clusters Score -1.503726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94428 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -15037259.000000 Penalty: 5686.480957
	Iteration 36Q: 3 clusters Score -1.503726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -15037246.000000 Penalty: 5686.480957
	Iteration 37Q: 3 clusters Score -1.503725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94443 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -15037265.000000 Penalty: 5686.480957
	Iteration 38Q: 3 clusters Score -1.503726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15037251.000000 Penalty: 5686.480957
	Iteration 39Q: 3 clusters Score -1.503725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -15037243.000000 Penalty: 5686.480957
	Iteration 40F: 3 clusters Score -1.503724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -15037251.000000 Penalty: 5686.480957
	Iteration 41Q: 3 clusters Score -1.503725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -15037274.000000 Penalty: 5686.480957
	Iteration 42Q: 3 clusters Score -1.503727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -15037288.000000 Penalty: 5686.480957
	Iteration 43Q: 3 clusters Score -1.503729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -15037300.000000 Penalty: 5686.480957
	Iteration 44Q: 3 clusters Score -1.50373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -15037303.000000 Penalty: 5686.480957
	Iteration 45Q: 3 clusters Score -1.50373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94508 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -15037305.000000 Penalty: 5686.480957
	Iteration 46Q: 3 clusters Score -1.50373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94518 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -15037300.000000 Penalty: 5686.480957
	Iteration 47Q: 3 clusters Score -1.50373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -15037313.000000 Penalty: 5686.480957
	Iteration 48Q: 3 clusters Score -1.503731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94530 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -15037309.000000 Penalty: 5686.480957
	Iteration 49Q: 3 clusters Score -1.503731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15037329.000000 Penalty: 5686.480957
	Iteration 50Q: 3 clusters Score -1.503733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -15037324.000000 Penalty: 5686.480957
	Iteration 51Q: 3 clusters Score -1.503732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94541 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -15037330.000000 Penalty: 5686.480957
	Iteration 52Q: 3 clusters Score -1.503733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -15037324.000000 Penalty: 5686.480957
	Iteration 53Q: 3 clusters Score -1.503732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15037338.000000 Penalty: 5686.480957
	Iteration 54Q: 3 clusters Score -1.503734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -15037339.000000 Penalty: 5686.480957
	Iteration 55Q: 3 clusters Score -1.503734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -15037339.000000 Penalty: 5686.480957
	Iteration 56F: 3 clusters Score -1.503734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Entering Unmasked Estep 
Score: -6568347.000000 Penalty: 2642.129395
	Iteration 0F: 2 clusters Score -6568347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -6539746.000000 Penalty: 5284.258789
	Iteration 0F: 3 clusters Score -6539746 nChanged 19536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -6550375.500000 Penalty: 5284.258789
	Iteration 1F: 3 clusters Score -6550376 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -6550897.500000 Penalty: 5284.258789
	Iteration 2Q: 3 clusters Score -6550898 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -6551382.000000 Penalty: 5284.258789
	Iteration 3Q: 3 clusters Score -6551382 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -6551918.500000 Penalty: 5284.258789
	Iteration 4Q: 3 clusters Score -6551918 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -6552497.000000 Penalty: 5284.258789
	Iteration 5Q: 3 clusters Score -6552497 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -6553085.500000 Penalty: 5284.258789
	Iteration 6Q: 3 clusters Score -6553086 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -6553837.000000 Penalty: 5284.258789
	Iteration 7Q: 3 clusters Score -6553837 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -6554747.500000 Penalty: 5284.258789
	Iteration 8Q: 3 clusters Score -6554748 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -6555914.500000 Penalty: 5284.258789
	Iteration 9Q: 3 clusters Score -6555914 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -6557176.500000 Penalty: 5284.258789
	Iteration 10F: 3 clusters Score -6557176 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -6558473.000000 Penalty: 5284.258789
	Iteration 11F: 3 clusters Score -6558473 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -6559727.500000 Penalty: 5284.258789
	Iteration 12Q: 3 clusters Score -6559728 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6560723.500000 Penalty: 5284.258789
	Iteration 13Q: 3 clusters Score -6560724 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -6561534.500000 Penalty: 5284.258789
	Iteration 14Q: 3 clusters Score -6561534 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -6562218.500000 Penalty: 5284.258789
	Iteration 15Q: 3 clusters Score -6562218 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -6562773.500000 Penalty: 5284.258789
	Iteration 16Q: 3 clusters Score -6562774 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -6563275.000000 Penalty: 5284.258789
	Iteration 17Q: 3 clusters Score -6563275 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -6563746.500000 Penalty: 5284.258789
	Iteration 18Q: 3 clusters Score -6563746 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -6564159.000000 Penalty: 5284.258789
	Iteration 19Q: 3 clusters Score -6564159 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -6564507.000000 Penalty: 5284.258789
	Iteration 20F: 3 clusters Score -6564507 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -6564776.000000 Penalty: 5284.258789
	Iteration 21Q: 3 clusters Score -6564776 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -6564987.500000 Penalty: 5284.258789
	Iteration 22Q: 3 clusters Score -6564988 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -6565210.500000 Penalty: 5284.258789
	Iteration 23Q: 3 clusters Score -6565210 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6565338.500000 Penalty: 5284.258789
	Iteration 24Q: 3 clusters Score -6565338 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -6565493.500000 Penalty: 5284.258789
	Iteration 25Q: 3 clusters Score -6565494 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6565640.500000 Penalty: 5284.258789
	Iteration 26Q: 3 clusters Score -6565640 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -6565750.500000 Penalty: 5284.258789
	Iteration 27Q: 3 clusters Score -6565750 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -6565820.000000 Penalty: 5284.258789
	Iteration 28Q: 3 clusters Score -6565820 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6565881.500000 Penalty: 5284.258789
	Iteration 29Q: 3 clusters Score -6565882 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6565938.000000 Penalty: 5284.258789
	Iteration 30Q: 3 clusters Score -6565938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6565965.500000 Penalty: 5284.258789
	Iteration 31Q: 3 clusters Score -6565966 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6566011.500000 Penalty: 5284.258789
	Iteration 32Q: 3 clusters Score -6566012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6566035.500000 Penalty: 5284.258789
	Iteration 33Q: 3 clusters Score -6566036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -6566067.500000 Penalty: 5284.258789
	Iteration 34Q: 3 clusters Score -6566068 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6566088.500000 Penalty: 5284.258789
	Iteration 35Q: 3 clusters Score -6566088 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6566102.500000 Penalty: 5284.258789
	Iteration 36Q: 3 clusters Score -6566102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6566107.000000 Penalty: 5284.258789
	Iteration 37Q: 3 clusters Score -6566107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6566115.000000 Penalty: 5284.258789
	Iteration 38Q: 3 clusters Score -6566115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6566135.000000 Penalty: 5284.258789
	Iteration 39Q: 3 clusters Score -6566135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6566142.000000 Penalty: 5284.258789
	Iteration 40F: 3 clusters Score -6566142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6566154.500000 Penalty: 5284.258789
	Iteration 41Q: 3 clusters Score -6566154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6566158.000000 Penalty: 5284.258789
	Iteration 42Q: 3 clusters Score -6566158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6566171.500000 Penalty: 5284.258789
	Iteration 43Q: 3 clusters Score -6566172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6566182.000000 Penalty: 5284.258789
	Iteration 44Q: 3 clusters Score -6566182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6566179.000000 Penalty: 5284.258789
	Iteration 45Q: 3 clusters Score -6566179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6566182.500000 Penalty: 5284.258789
	Iteration 46Q: 3 clusters Score -6566182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6566185.500000 Penalty: 5284.258789
	Iteration 47Q: 3 clusters Score -6566186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6566199.000000 Penalty: 5284.258789
	Iteration 48Q: 3 clusters Score -6566199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6566208.000000 Penalty: 5284.258789
	Iteration 49Q: 3 clusters Score -6566208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6566221.000000 Penalty: 5284.258789
	Iteration 50Q: 3 clusters Score -6566221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6566216.500000 Penalty: 5284.258789
	Iteration 51Q: 3 clusters Score -6566216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6566213.500000 Penalty: 5284.258789
	Iteration 52Q: 3 clusters Score -6566214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6566224.500000 Penalty: 5284.258789
	Iteration 53Q: 3 clusters Score -6566224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6566235.000000 Penalty: 5284.258789
	Iteration 54Q: 3 clusters Score -6566235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6566245.000000 Penalty: 5284.258789
	Iteration 55Q: 3 clusters Score -6566245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6566248.500000 Penalty: 5284.258789
	Iteration 56Q: 3 clusters Score -6566248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6566257.000000 Penalty: 5284.258789
	Iteration 57Q: 3 clusters Score -6566257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6566255.000000 Penalty: 5284.258789
	Iteration 58Q: 3 clusters Score -6566255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6566259.500000 Penalty: 5284.258789
	Iteration 59Q: 3 clusters Score -6566260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6566260.000000 Penalty: 5284.258789
	Iteration 60F: 3 clusters Score -6566260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6566260.000000 Penalty: 5284.258789
	Iteration 61Q: 3 clusters Score -6566260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6566270.000000 Penalty: 5284.258789
	Iteration 62Q: 3 clusters Score -6566270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6566260.000000 Penalty: 5284.258789
	Iteration 63Q: 3 clusters Score -6566260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6566264.500000 Penalty: 5284.258789
	Iteration 64Q: 3 clusters Score -6566264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6566271.000000 Penalty: 5284.258789
	Iteration 65Q: 3 clusters Score -6566271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -6566272.000000 Penalty: 5284.258789
	Iteration 66Q: 3 clusters Score -6566272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6566275.000000 Penalty: 5284.258789
	Iteration 67Q: 3 clusters Score -6566275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6566282.000000 Penalty: 5284.258789
	Iteration 68Q: 3 clusters Score -6566282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6566281.000000 Penalty: 5284.258789
	Iteration 69Q: 3 clusters Score -6566281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6566281.000000 Penalty: 5284.258789
	Iteration 70Q: 3 clusters Score -6566281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6566287.000000 Penalty: 5284.258789
	Iteration 71Q: 3 clusters Score -6566287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6566291.500000 Penalty: 5284.258789
	Iteration 72Q: 3 clusters Score -6566292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6566290.000000 Penalty: 5284.258789
	Iteration 73Q: 3 clusters Score -6566290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6566290.000000 Penalty: 5284.258789
	Iteration 74Q: 3 clusters Score -6566290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6566289.000000 Penalty: 5284.258789
	Iteration 75Q: 3 clusters Score -6566289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6566288.000000 Penalty: 5284.258789
	Iteration 76Q: 3 clusters Score -6566288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6566300.500000 Penalty: 5284.258789
	Iteration 77Q: 3 clusters Score -6566300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6566300.000000 Penalty: 5284.258789
	Iteration 78Q: 3 clusters Score -6566300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6566298.500000 Penalty: 5284.258789
	Iteration 79Q: 3 clusters Score -6566298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6566296.000000 Penalty: 5284.258789
	Iteration 80F: 3 clusters Score -6566296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6566302.500000 Penalty: 5284.258789
	Iteration 81Q: 3 clusters Score -6566302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6566300.000000 Penalty: 5284.258789
	Iteration 82Q: 3 clusters Score -6566300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6566292.000000 Penalty: 5284.258789
	Iteration 83Q: 3 clusters Score -6566292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6566295.000000 Penalty: 5284.258789
	Iteration 84Q: 3 clusters Score -6566295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6566296.500000 Penalty: 5284.258789
	Iteration 85Q: 3 clusters Score -6566296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6566305.500000 Penalty: 5284.258789
	Iteration 86Q: 3 clusters Score -6566306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6566305.500000 Penalty: 5284.258789
	Iteration 87Q: 3 clusters Score -6566306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6566304.500000 Penalty: 5284.258789
	Iteration 88Q: 3 clusters Score -6566304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6566300.000000 Penalty: 5284.258789
	Iteration 89Q: 3 clusters Score -6566300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6566307.000000 Penalty: 5284.258789
	Iteration 90Q: 3 clusters Score -6566307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6566307.000000 Penalty: 5284.258789
	Iteration 91F: 3 clusters Score -6566307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22992.234375 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22992.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22007.800781 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -22007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22056.802734 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -22056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22065.941406 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -22065.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22075.666016 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -22075.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22075.666016 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -22075.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -139616.484375 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -139616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137690.046875 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -137690 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -138071.859375 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -138071.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138354.562500 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -138354.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -138650.343750 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -138650.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -138939.000000 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -138939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -139134.109375 Penalty: 3436.068848
	Iteration 5F: 3 clusters Score -139134.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -139292.937500 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -139292.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139379.562500 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -139379.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -139407.734375 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -139407.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -139438.046875 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -139438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139471.093750 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -139471.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139484.718750 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -139484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139506.031250 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -139506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139519.140625 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -139519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139522.750000 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -139522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139522.750000 Penalty: 3436.068848
	Iteration 15F: 3 clusters Score -139522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -82607.257812 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -82607.26 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 317 members 
Entering Unmasked Estep 
Score: -80990.820312 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -80990.82 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81252.257812 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -81252.26 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81380.171875 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -81380.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81455.179688 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -81455.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81512.382812 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -81512.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81539.648438 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -81539.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -81557.195312 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -81557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81573.687500 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -81573.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81588.046875 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -81588.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81592.906250 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -81592.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -81594.554688 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -81594.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81598.273438 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -81598.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81598.273438 Penalty: 3192.330566
	Iteration 12F: 3 clusters Score -81598.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -92934.585938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -92934.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91255.250000 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -91255.25 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91472.281250 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -91472.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91540.117188 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -91540.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91576.250000 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -91576.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91597.476562 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -91597.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91615.210938 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -91615.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91623.867188 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -91623.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91636.765625 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -91636.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91647.242188 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -91647.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91665.867188 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -91665.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91671.382812 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -91671.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91679.234375 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -91679.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91686.367188 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -91686.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91701.687500 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -91701.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91708.414062 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -91708.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91711.859375 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -91711.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91711.859375 Penalty: 3219.398926
	Iteration 16F: 3 clusters Score -91711.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -212973.546875 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -212973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210711.390625 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -210711.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -211077.953125 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -211078 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -211231.000000 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -211231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -211330.125000 Penalty: 3618.011230
	Iteration 3Q: 3 clusters Score -211330.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211405.390625 Penalty: 3618.011230
	Iteration 4Q: 3 clusters Score -211405.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -211464.328125 Penalty: 3618.011230
	Iteration 5Q: 3 clusters Score -211464.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -211492.093750 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -211492.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -211510.375000 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -211510.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211537.781250 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -211537.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -211566.453125 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -211566.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -211588.750000 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -211588.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -211601.421875 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -211601.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -211616.265625 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -211616.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -211624.546875 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -211624.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -211630.609375 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -211630.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -211634.781250 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -211634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -211638.843750 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -211638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -211641.140625 Penalty: 3618.011230
	Iteration 17Q: 3 clusters Score -211641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -211641.812500 Penalty: 3618.011230
	Iteration 18Q: 3 clusters Score -211641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -211641.812500 Penalty: 3618.011230
	Iteration 19F: 3 clusters Score -211641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Entering Unmasked Estep 
Score: -1455062.625000 Penalty: 2267.045410
	Iteration 0F: 2 clusters Score -1455063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1447706.375000 Penalty: 4534.090820
	Iteration 0F: 3 clusters Score -1447706 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1449828.375000 Penalty: 4534.090820
	Iteration 1F: 3 clusters Score -1449828 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1450174.750000 Penalty: 4534.090820
	Iteration 2F: 3 clusters Score -1450175 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1450436.875000 Penalty: 4534.090820
	Iteration 3F: 3 clusters Score -1450437 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1450656.375000 Penalty: 4534.090820
	Iteration 4Q: 3 clusters Score -1450656 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1450832.125000 Penalty: 4534.090820
	Iteration 5Q: 3 clusters Score -1450832 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1450997.000000 Penalty: 4534.090820
	Iteration 6Q: 3 clusters Score -1450997 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1451147.250000 Penalty: 4534.090820
	Iteration 7Q: 3 clusters Score -1451147 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1451285.250000 Penalty: 4534.090820
	Iteration 8Q: 3 clusters Score -1451285 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1451411.375000 Penalty: 4534.090820
	Iteration 9Q: 3 clusters Score -1451411 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1451555.250000 Penalty: 4534.090820
	Iteration 10Q: 3 clusters Score -1451555 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1451700.750000 Penalty: 4534.090820
	Iteration 11Q: 3 clusters Score -1451701 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1451846.375000 Penalty: 4534.090820
	Iteration 12Q: 3 clusters Score -1451846 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1452011.500000 Penalty: 4534.090820
	Iteration 13Q: 3 clusters Score -1452012 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1452175.500000 Penalty: 4534.090820
	Iteration 14Q: 3 clusters Score -1452176 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1452321.000000 Penalty: 4534.090820
	Iteration 15Q: 3 clusters Score -1452321 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1452457.875000 Penalty: 4534.090820
	Iteration 16Q: 3 clusters Score -1452458 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1452558.000000 Penalty: 4534.090820
	Iteration 17Q: 3 clusters Score -1452558 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1452641.250000 Penalty: 4534.090820
	Iteration 18Q: 3 clusters Score -1452641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1452703.500000 Penalty: 4534.090820
	Iteration 19Q: 3 clusters Score -1452704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1452763.875000 Penalty: 4534.090820
	Iteration 20F: 3 clusters Score -1452764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1452814.250000 Penalty: 4534.090820
	Iteration 21Q: 3 clusters Score -1452814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1452851.000000 Penalty: 4534.090820
	Iteration 22Q: 3 clusters Score -1452851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1452888.250000 Penalty: 4534.090820
	Iteration 23Q: 3 clusters Score -1452888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1452918.000000 Penalty: 4534.090820
	Iteration 24Q: 3 clusters Score -1452918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1452938.375000 Penalty: 4534.090820
	Iteration 25Q: 3 clusters Score -1452938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1452954.375000 Penalty: 4534.090820
	Iteration 26Q: 3 clusters Score -1452954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1452975.250000 Penalty: 4534.090820
	Iteration 27Q: 3 clusters Score -1452975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1452991.500000 Penalty: 4534.090820
	Iteration 28Q: 3 clusters Score -1452992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1453011.750000 Penalty: 4534.090820
	Iteration 29Q: 3 clusters Score -1453012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1453022.750000 Penalty: 4534.090820
	Iteration 30Q: 3 clusters Score -1453023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1453030.500000 Penalty: 4534.090820
	Iteration 31Q: 3 clusters Score -1453030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1453038.125000 Penalty: 4534.090820
	Iteration 32Q: 3 clusters Score -1453038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1453049.250000 Penalty: 4534.090820
	Iteration 33Q: 3 clusters Score -1453049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1453056.250000 Penalty: 4534.090820
	Iteration 34Q: 3 clusters Score -1453056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1453060.750000 Penalty: 4534.090820
	Iteration 35Q: 3 clusters Score -1453061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1453067.000000 Penalty: 4534.090820
	Iteration 36Q: 3 clusters Score -1453067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1453072.875000 Penalty: 4534.090820
	Iteration 37Q: 3 clusters Score -1453073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1453081.000000 Penalty: 4534.090820
	Iteration 38Q: 3 clusters Score -1453081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1453082.750000 Penalty: 4534.090820
	Iteration 39Q: 3 clusters Score -1453083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1453098.500000 Penalty: 4534.090820
	Iteration 40F: 3 clusters Score -1453098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1453104.000000 Penalty: 4534.090820
	Iteration 41Q: 3 clusters Score -1453104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1453112.375000 Penalty: 4534.090820
	Iteration 42Q: 3 clusters Score -1453112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1453118.375000 Penalty: 4534.090820
	Iteration 43Q: 3 clusters Score -1453118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1453125.000000 Penalty: 4534.090820
	Iteration 44Q: 3 clusters Score -1453125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1453131.500000 Penalty: 4534.090820
	Iteration 45Q: 3 clusters Score -1453132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1453136.375000 Penalty: 4534.090820
	Iteration 46Q: 3 clusters Score -1453136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1453139.500000 Penalty: 4534.090820
	Iteration 47Q: 3 clusters Score -1453140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1453142.625000 Penalty: 4534.090820
	Iteration 48Q: 3 clusters Score -1453143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1453142.375000 Penalty: 4534.090820
	Iteration 49Q: 3 clusters Score -1453142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1453146.000000 Penalty: 4534.090820
	Iteration 50Q: 3 clusters Score -1453146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1453145.625000 Penalty: 4534.090820
	Iteration 51Q: 3 clusters Score -1453146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1453146.250000 Penalty: 4534.090820
	Iteration 52Q: 3 clusters Score -1453146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1453146.250000 Penalty: 4534.090820
	Iteration 53F: 3 clusters Score -1453146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -23544.349609 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -23544.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22510.687500 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -22510.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22665.531250 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -22665.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22726.091797 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -22726.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22775.050781 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -22775.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22781.726562 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -22781.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22800.087891 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -22800.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22800.087891 Penalty: 2607.717773
	Iteration 6F: 3 clusters Score -22800.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -20589.208984 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -20589.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19771.203125 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -19771.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20120.140625 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -20120.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20230.212891 Penalty: 2635.350342
	Iteration 2F: 3 clusters Score -20230.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20267.193359 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -20267.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20267.193359 Penalty: 2635.350342
	Iteration 4F: 3 clusters Score -20267.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -660587.812500 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -660587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -656476.000000 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -656476 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -657435.625000 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -657435.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -657633.937500 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -657633.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -657743.812500 Penalty: 4145.316895
	Iteration 3Q: 3 clusters Score -657743.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -657818.437500 Penalty: 4145.316895
	Iteration 4Q: 3 clusters Score -657818.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -657864.625000 Penalty: 4145.316895
	Iteration 5Q: 3 clusters Score -657864.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -657897.500000 Penalty: 4145.316895
	Iteration 6Q: 3 clusters Score -657897.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -657919.562500 Penalty: 4145.316895
	Iteration 7Q: 3 clusters Score -657919.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -657935.937500 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -657935.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -657948.562500 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -657948.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -657959.750000 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -657959.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -657967.187500 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -657967.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -657979.250000 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -657979.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -657988.875000 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -657988.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -658002.625000 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -658002.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -658012.812500 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -658012.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -658023.187500 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -658023.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -658027.500000 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -658027.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -658033.062500 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -658033.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -658037.375000 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -658037.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -658042.312500 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -658042.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -658045.625000 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -658045.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -658047.437500 Penalty: 4145.316895
	Iteration 22Q: 3 clusters Score -658047.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -658052.312500 Penalty: 4145.316895
	Iteration 23Q: 3 clusters Score -658052.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -658056.812500 Penalty: 4145.316895
	Iteration 24Q: 3 clusters Score -658056.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -658061.062500 Penalty: 4145.316895
	Iteration 25Q: 3 clusters Score -658061.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -658070.937500 Penalty: 4145.316895
	Iteration 26Q: 3 clusters Score -658070.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -658080.000000 Penalty: 4145.316895
	Iteration 27Q: 3 clusters Score -658080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -658087.000000 Penalty: 4145.316895
	Iteration 28Q: 3 clusters Score -658087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -658095.750000 Penalty: 4145.316895
	Iteration 29Q: 3 clusters Score -658095.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -658107.500000 Penalty: 4145.316895
	Iteration 30Q: 3 clusters Score -658107.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -658115.687500 Penalty: 4145.316895
	Iteration 31Q: 3 clusters Score -658115.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -658127.562500 Penalty: 4145.316895
	Iteration 32Q: 3 clusters Score -658127.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -658135.937500 Penalty: 4145.316895
	Iteration 33Q: 3 clusters Score -658135.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -658145.125000 Penalty: 4145.316895
	Iteration 34Q: 3 clusters Score -658145.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -658157.812500 Penalty: 4145.316895
	Iteration 35Q: 3 clusters Score -658157.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -658165.187500 Penalty: 4145.316895
	Iteration 36Q: 3 clusters Score -658165.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -658176.625000 Penalty: 4145.316895
	Iteration 37Q: 3 clusters Score -658176.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -658189.687500 Penalty: 4145.316895
	Iteration 38Q: 3 clusters Score -658189.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -658193.937500 Penalty: 4145.316895
	Iteration 39Q: 3 clusters Score -658193.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -658200.937500 Penalty: 4145.316895
	Iteration 40F: 3 clusters Score -658200.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -658206.250000 Penalty: 4145.316895
	Iteration 41Q: 3 clusters Score -658206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -658215.687500 Penalty: 4145.316895
	Iteration 42Q: 3 clusters Score -658215.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -658226.687500 Penalty: 4145.316895
	Iteration 43Q: 3 clusters Score -658226.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -658234.000000 Penalty: 4145.316895
	Iteration 44Q: 3 clusters Score -658234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -658242.250000 Penalty: 4145.316895
	Iteration 45Q: 3 clusters Score -658242.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -658252.125000 Penalty: 4145.316895
	Iteration 46Q: 3 clusters Score -658252.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -658262.812500 Penalty: 4145.316895
	Iteration 47Q: 3 clusters Score -658262.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -658272.312500 Penalty: 4145.316895
	Iteration 48Q: 3 clusters Score -658272.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -658280.375000 Penalty: 4145.316895
	Iteration 49Q: 3 clusters Score -658280.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -658286.937500 Penalty: 4145.316895
	Iteration 50Q: 3 clusters Score -658286.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -658293.250000 Penalty: 4145.316895
	Iteration 51Q: 3 clusters Score -658293.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -658304.000000 Penalty: 4145.316895
	Iteration 52Q: 3 clusters Score -658304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -658310.750000 Penalty: 4145.316895
	Iteration 53Q: 3 clusters Score -658310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -658315.187500 Penalty: 4145.316895
	Iteration 54Q: 3 clusters Score -658315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -658318.062500 Penalty: 4145.316895
	Iteration 55Q: 3 clusters Score -658318.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -658321.312500 Penalty: 4145.316895
	Iteration 56Q: 3 clusters Score -658321.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -658323.812500 Penalty: 4145.316895
	Iteration 57Q: 3 clusters Score -658323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -658325.687500 Penalty: 4145.316895
	Iteration 58Q: 3 clusters Score -658325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -658326.062500 Penalty: 4145.316895
	Iteration 59Q: 3 clusters Score -658326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -658326.500000 Penalty: 4145.316895
	Iteration 60F: 3 clusters Score -658326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -658327.875000 Penalty: 4145.316895
	Iteration 61Q: 3 clusters Score -658327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -658329.875000 Penalty: 4145.316895
	Iteration 62Q: 3 clusters Score -658329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -658331.187500 Penalty: 4145.316895
	Iteration 63Q: 3 clusters Score -658331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -658334.250000 Penalty: 4145.316895
	Iteration 64Q: 3 clusters Score -658334.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -658337.000000 Penalty: 4145.316895
	Iteration 65Q: 3 clusters Score -658337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -658342.437500 Penalty: 4145.316895
	Iteration 66Q: 3 clusters Score -658342.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -658349.375000 Penalty: 4145.316895
	Iteration 67Q: 3 clusters Score -658349.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -658359.625000 Penalty: 4145.316895
	Iteration 68Q: 3 clusters Score -658359.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -658365.687500 Penalty: 4145.316895
	Iteration 69Q: 3 clusters Score -658365.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -658376.000000 Penalty: 4145.316895
	Iteration 70Q: 3 clusters Score -658376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -658382.187500 Penalty: 4145.316895
	Iteration 71Q: 3 clusters Score -658382.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -658390.750000 Penalty: 4145.316895
	Iteration 72Q: 3 clusters Score -658390.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -658399.875000 Penalty: 4145.316895
	Iteration 73Q: 3 clusters Score -658399.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -658406.812500 Penalty: 4145.316895
	Iteration 74Q: 3 clusters Score -658406.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -658414.875000 Penalty: 4145.316895
	Iteration 75Q: 3 clusters Score -658414.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -658424.937500 Penalty: 4145.316895
	Iteration 76Q: 3 clusters Score -658424.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -658438.187500 Penalty: 4145.316895
	Iteration 77Q: 3 clusters Score -658438.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -658450.437500 Penalty: 4145.316895
	Iteration 78Q: 3 clusters Score -658450.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -658462.062500 Penalty: 4145.316895
	Iteration 79Q: 3 clusters Score -658462.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -658474.875000 Penalty: 4145.316895
	Iteration 80F: 3 clusters Score -658474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -658486.312500 Penalty: 4145.316895
	Iteration 81Q: 3 clusters Score -658486.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -658504.437500 Penalty: 4145.316895
	Iteration 82Q: 3 clusters Score -658504.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -658518.500000 Penalty: 4145.316895
	Iteration 83Q: 3 clusters Score -658518.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -658530.062500 Penalty: 4145.316895
	Iteration 84Q: 3 clusters Score -658530.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -658541.562500 Penalty: 4145.316895
	Iteration 85Q: 3 clusters Score -658541.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -658548.750000 Penalty: 4145.316895
	Iteration 86Q: 3 clusters Score -658548.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -658556.812500 Penalty: 4145.316895
	Iteration 87Q: 3 clusters Score -658556.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -658567.125000 Penalty: 4145.316895
	Iteration 88Q: 3 clusters Score -658567.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -658580.937500 Penalty: 4145.316895
	Iteration 89Q: 3 clusters Score -658580.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -658594.687500 Penalty: 4145.316895
	Iteration 90Q: 3 clusters Score -658594.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -658604.687500 Penalty: 4145.316895
	Iteration 91Q: 3 clusters Score -658604.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -658615.062500 Penalty: 4145.316895
	Iteration 92Q: 3 clusters Score -658615.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -658628.750000 Penalty: 4145.316895
	Iteration 93Q: 3 clusters Score -658628.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -658644.812500 Penalty: 4145.316895
	Iteration 94Q: 3 clusters Score -658644.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -658658.812500 Penalty: 4145.316895
	Iteration 95Q: 3 clusters Score -658658.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -658673.187500 Penalty: 4145.316895
	Iteration 96Q: 3 clusters Score -658673.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -658682.125000 Penalty: 4145.316895
	Iteration 97Q: 3 clusters Score -658682.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -658694.125000 Penalty: 4145.316895
	Iteration 98Q: 3 clusters Score -658694.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -658702.437500 Penalty: 4145.316895
	Iteration 99Q: 3 clusters Score -658702.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -658712.375000 Penalty: 4145.316895
	Iteration 100F: 3 clusters Score -658712.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -658725.937500 Penalty: 4145.316895
	Iteration 101Q: 3 clusters Score -658725.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -658733.187500 Penalty: 4145.316895
	Iteration 102Q: 3 clusters Score -658733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -658744.875000 Penalty: 4145.316895
	Iteration 103Q: 3 clusters Score -658744.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -658755.687500 Penalty: 4145.316895
	Iteration 104Q: 3 clusters Score -658755.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -658763.500000 Penalty: 4145.316895
	Iteration 105Q: 3 clusters Score -658763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -658770.875000 Penalty: 4145.316895
	Iteration 106Q: 3 clusters Score -658770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -658777.750000 Penalty: 4145.316895
	Iteration 107Q: 3 clusters Score -658777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -658786.500000 Penalty: 4145.316895
	Iteration 108Q: 3 clusters Score -658786.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -658793.062500 Penalty: 4145.316895
	Iteration 109Q: 3 clusters Score -658793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -658798.812500 Penalty: 4145.316895
	Iteration 110Q: 3 clusters Score -658798.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -658804.437500 Penalty: 4145.316895
	Iteration 111Q: 3 clusters Score -658804.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -658811.187500 Penalty: 4145.316895
	Iteration 112Q: 3 clusters Score -658811.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -658821.437500 Penalty: 4145.316895
	Iteration 113Q: 3 clusters Score -658821.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -658832.812500 Penalty: 4145.316895
	Iteration 114Q: 3 clusters Score -658832.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -658845.000000 Penalty: 4145.316895
	Iteration 115Q: 3 clusters Score -658845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -658858.750000 Penalty: 4145.316895
	Iteration 116Q: 3 clusters Score -658858.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -658869.125000 Penalty: 4145.316895
	Iteration 117Q: 3 clusters Score -658869.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -658878.687500 Penalty: 4145.316895
	Iteration 118Q: 3 clusters Score -658878.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -658888.562500 Penalty: 4145.316895
	Iteration 119Q: 3 clusters Score -658888.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -658895.062500 Penalty: 4145.316895
	Iteration 120F: 3 clusters Score -658895.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -658900.375000 Penalty: 4145.316895
	Iteration 121Q: 3 clusters Score -658900.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -658905.062500 Penalty: 4145.316895
	Iteration 122Q: 3 clusters Score -658905.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -658910.687500 Penalty: 4145.316895
	Iteration 123Q: 3 clusters Score -658910.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -658917.312500 Penalty: 4145.316895
	Iteration 124Q: 3 clusters Score -658917.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -658921.187500 Penalty: 4145.316895
	Iteration 125Q: 3 clusters Score -658921.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -658927.125000 Penalty: 4145.316895
	Iteration 126Q: 3 clusters Score -658927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -658930.375000 Penalty: 4145.316895
	Iteration 127Q: 3 clusters Score -658930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -658934.437500 Penalty: 4145.316895
	Iteration 128Q: 3 clusters Score -658934.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -658937.187500 Penalty: 4145.316895
	Iteration 129Q: 3 clusters Score -658937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -658941.375000 Penalty: 4145.316895
	Iteration 130Q: 3 clusters Score -658941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -658942.625000 Penalty: 4145.316895
	Iteration 131Q: 3 clusters Score -658942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -658944.250000 Penalty: 4145.316895
	Iteration 132Q: 3 clusters Score -658944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -658943.687500 Penalty: 4145.316895
	Iteration 133Q: 3 clusters Score -658943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -658944.000000 Penalty: 4145.316895
	Iteration 134Q: 3 clusters Score -658944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -658944.562500 Penalty: 4145.316895
	Iteration 135Q: 3 clusters Score -658944.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -658944.562500 Penalty: 4145.316895
	Iteration 136F: 3 clusters Score -658944.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Entering Unmasked Estep 
Score: -2255770.500000 Penalty: 2373.594971
	Iteration 0F: 2 clusters Score -2255770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2245315.750000 Penalty: 4747.189941
	Iteration 0F: 3 clusters Score -2245316 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2248516.750000 Penalty: 4747.189941
	Iteration 1F: 3 clusters Score -2248517 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2248844.000000 Penalty: 4747.189941
	Iteration 2F: 3 clusters Score -2248844 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2249063.500000 Penalty: 4747.189941
	Iteration 3Q: 3 clusters Score -2249064 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2249254.500000 Penalty: 4747.189941
	Iteration 4Q: 3 clusters Score -2249254 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2249449.250000 Penalty: 4747.189941
	Iteration 5Q: 3 clusters Score -2249449 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2249620.000000 Penalty: 4747.189941
	Iteration 6Q: 3 clusters Score -2249620 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2249794.250000 Penalty: 4747.189941
	Iteration 7Q: 3 clusters Score -2249794 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2249938.250000 Penalty: 4747.189941
	Iteration 8Q: 3 clusters Score -2249938 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2250129.500000 Penalty: 4747.189941
	Iteration 9Q: 3 clusters Score -2250130 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2250309.000000 Penalty: 4747.189941
	Iteration 10Q: 3 clusters Score -2250309 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2250461.750000 Penalty: 4747.189941
	Iteration 11Q: 3 clusters Score -2250462 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2250604.000000 Penalty: 4747.189941
	Iteration 12Q: 3 clusters Score -2250604 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2250717.000000 Penalty: 4747.189941
	Iteration 13Q: 3 clusters Score -2250717 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2250849.250000 Penalty: 4747.189941
	Iteration 14Q: 3 clusters Score -2250849 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2250951.000000 Penalty: 4747.189941
	Iteration 15Q: 3 clusters Score -2250951 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2251049.750000 Penalty: 4747.189941
	Iteration 16Q: 3 clusters Score -2251050 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2251148.250000 Penalty: 4747.189941
	Iteration 17Q: 3 clusters Score -2251148 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2251241.250000 Penalty: 4747.189941
	Iteration 18Q: 3 clusters Score -2251241 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2251358.000000 Penalty: 4747.189941
	Iteration 19Q: 3 clusters Score -2251358 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2251479.500000 Penalty: 4747.189941
	Iteration 20F: 3 clusters Score -2251480 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2251617.750000 Penalty: 4747.189941
	Iteration 21Q: 3 clusters Score -2251618 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2251755.000000 Penalty: 4747.189941
	Iteration 22Q: 3 clusters Score -2251755 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2251897.000000 Penalty: 4747.189941
	Iteration 23Q: 3 clusters Score -2251897 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2252040.750000 Penalty: 4747.189941
	Iteration 24Q: 3 clusters Score -2252041 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2252191.000000 Penalty: 4747.189941
	Iteration 25Q: 3 clusters Score -2252191 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2252383.250000 Penalty: 4747.189941
	Iteration 26Q: 3 clusters Score -2252383 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2252575.500000 Penalty: 4747.189941
	Iteration 27Q: 3 clusters Score -2252576 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2252809.750000 Penalty: 4747.189941
	Iteration 28Q: 3 clusters Score -2252810 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2253020.000000 Penalty: 4747.189941
	Iteration 29Q: 3 clusters Score -2253020 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2253187.250000 Penalty: 4747.189941
	Iteration 30Q: 3 clusters Score -2253187 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2253369.500000 Penalty: 4747.189941
	Iteration 31Q: 3 clusters Score -2253370 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2253556.750000 Penalty: 4747.189941
	Iteration 32Q: 3 clusters Score -2253557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2253702.000000 Penalty: 4747.189941
	Iteration 33Q: 3 clusters Score -2253702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2253793.750000 Penalty: 4747.189941
	Iteration 34Q: 3 clusters Score -2253794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2253869.250000 Penalty: 4747.189941
	Iteration 35Q: 3 clusters Score -2253869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2253936.000000 Penalty: 4747.189941
	Iteration 36Q: 3 clusters Score -2253936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2254000.750000 Penalty: 4747.189941
	Iteration 37Q: 3 clusters Score -2254001 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2254049.500000 Penalty: 4747.189941
	Iteration 38Q: 3 clusters Score -2254050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2254092.250000 Penalty: 4747.189941
	Iteration 39Q: 3 clusters Score -2254092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2254125.750000 Penalty: 4747.189941
	Iteration 40F: 3 clusters Score -2254126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2254145.000000 Penalty: 4747.189941
	Iteration 41Q: 3 clusters Score -2254145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2254156.750000 Penalty: 4747.189941
	Iteration 42Q: 3 clusters Score -2254157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2254165.250000 Penalty: 4747.189941
	Iteration 43Q: 3 clusters Score -2254165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2254169.750000 Penalty: 4747.189941
	Iteration 44Q: 3 clusters Score -2254170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2254171.000000 Penalty: 4747.189941
	Iteration 45Q: 3 clusters Score -2254171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2254175.750000 Penalty: 4747.189941
	Iteration 46Q: 3 clusters Score -2254176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2254184.000000 Penalty: 4747.189941
	Iteration 47Q: 3 clusters Score -2254184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2254182.500000 Penalty: 4747.189941
	Iteration 48Q: 3 clusters Score -2254182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2254185.000000 Penalty: 4747.189941
	Iteration 49Q: 3 clusters Score -2254185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2254186.250000 Penalty: 4747.189941
	Iteration 50Q: 3 clusters Score -2254186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2254188.500000 Penalty: 4747.189941
	Iteration 51Q: 3 clusters Score -2254188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2254188.500000 Penalty: 4747.189941
	Iteration 52F: 3 clusters Score -2254188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -108392.679688 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -108392.7 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 385 members 
Entering Unmasked Estep 
Score: -106639.078125 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -106639.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106895.875000 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -106895.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106988.101562 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -106988.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107033.960938 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -107034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107070.867188 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -107070.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107104.851562 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -107104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -107120.007812 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -107120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107128.109375 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -107128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107146.148438 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -107146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107167.468750 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -107167.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -107183.625000 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -107183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -107203.757812 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -107203.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107252.796875 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -107252.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107353.390625 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -107353.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107414.492188 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -107414.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107453.906250 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -107453.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107478.171875 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -107478.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107500.742188 Penalty: 3300.459473
	Iteration 17Q: 3 clusters Score -107500.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107530.359375 Penalty: 3300.459473
	Iteration 18Q: 3 clusters Score -107530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107576.671875 Penalty: 3300.459473
	Iteration 19Q: 3 clusters Score -107576.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107618.460938 Penalty: 3300.459473
	Iteration 20F: 3 clusters Score -107618.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107696.562500 Penalty: 3300.459473
	Iteration 21Q: 3 clusters Score -107696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107784.695312 Penalty: 3300.459473
	Iteration 22Q: 3 clusters Score -107784.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107878.109375 Penalty: 3300.459473
	Iteration 23Q: 3 clusters Score -107878.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -107961.921875 Penalty: 3300.459473
	Iteration 24Q: 3 clusters Score -107961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -108030.101562 Penalty: 3300.459473
	Iteration 25Q: 3 clusters Score -108030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108046.273438 Penalty: 3300.459473
	Iteration 26Q: 3 clusters Score -108046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108057.593750 Penalty: 3300.459473
	Iteration 27Q: 3 clusters Score -108057.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108062.640625 Penalty: 3300.459473
	Iteration 28Q: 3 clusters Score -108062.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108063.867188 Penalty: 3300.459473
	Iteration 29Q: 3 clusters Score -108063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108065.632812 Penalty: 3300.459473
	Iteration 30Q: 3 clusters Score -108065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108069.968750 Penalty: 3300.459473
	Iteration 31Q: 3 clusters Score -108070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108070.750000 Penalty: 3300.459473
	Iteration 32Q: 3 clusters Score -108070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -108070.750000 Penalty: 3300.459473
	Iteration 33F: 3 clusters Score -108070.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3666 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 125978 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139309 members 
Mstep: Class 17 contains 13220 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18820 members 
Mstep: Class 21 contains 34093 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 95290 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9333 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4262 members 
Mstep: Class 34 contains 14342 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717272.000000 Penalty: 114959.039062
Iteration 199Q: 36 clusters Score -8.671727e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9815 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3664 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 126267 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 139107 members 
Mstep: Class 17 contains 13223 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18833 members 
Mstep: Class 21 contains 34082 members 
Mstep: Class 22 contains 6570 members 
Mstep: Class 23 contains 95187 members 
Mstep: Class 24 contains 42371 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9331 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 4254 members 
Mstep: Class 34 contains 14338 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717312.000000 Penalty: 114959.039062
Iteration 200F: 36 clusters Score -8.671731e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9818 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3659 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 126573 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 138883 members 
Mstep: Class 17 contains 13219 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18836 members 
Mstep: Class 21 contains 34080 members 
Mstep: Class 22 contains 6576 members 
Mstep: Class 23 contains 95098 members 
Mstep: Class 24 contains 42378 members 
Mstep: Class 25 contains 175 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9337 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 205 members 
Mstep: Class 33 contains 4247 members 
Mstep: Class 34 contains 14344 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717296.000000 Penalty: 114959.039062
Iteration 201Q: 36 clusters Score -8.67173e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9816 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7743 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 126895 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 138646 members 
Mstep: Class 17 contains 13216 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18844 members 
Mstep: Class 21 contains 34068 members 
Mstep: Class 22 contains 6575 members 
Mstep: Class 23 contains 95017 members 
Mstep: Class 24 contains 42398 members 
Mstep: Class 25 contains 176 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9336 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4236 members 
Mstep: Class 34 contains 14349 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717272.000000 Penalty: 114959.039062
Iteration 202Q: 36 clusters Score -8.671727e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3651 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 127223 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 138397 members 
Mstep: Class 17 contains 13221 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18854 members 
Mstep: Class 21 contains 34066 members 
Mstep: Class 22 contains 6575 members 
Mstep: Class 23 contains 94915 members 
Mstep: Class 24 contains 42420 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9336 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4229 members 
Mstep: Class 34 contains 14350 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717256.000000 Penalty: 114959.039062
Iteration 203Q: 36 clusters Score -8.671726e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9818 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3650 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 127534 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 138147 members 
Mstep: Class 17 contains 13219 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18859 members 
Mstep: Class 21 contains 34064 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 94843 members 
Mstep: Class 24 contains 42439 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9337 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4222 members 
Mstep: Class 34 contains 14355 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717336.000000 Penalty: 114959.039062
Iteration 204Q: 36 clusters Score -8.671734e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 127800 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137946 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18861 members 
Mstep: Class 21 contains 34056 members 
Mstep: Class 22 contains 6574 members 
Mstep: Class 23 contains 94782 members 
Mstep: Class 24 contains 42452 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9336 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4218 members 
Mstep: Class 34 contains 14361 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717352.000000 Penalty: 114959.039062
Iteration 205Q: 36 clusters Score -8.671735e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9819 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3639 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7714 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128062 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137735 members 
Mstep: Class 17 contains 13210 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18865 members 
Mstep: Class 21 contains 34051 members 
Mstep: Class 22 contains 6576 members 
Mstep: Class 23 contains 94725 members 
Mstep: Class 24 contains 42470 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9334 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4213 members 
Mstep: Class 34 contains 14363 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717312.000000 Penalty: 114959.039062
Iteration 206Q: 36 clusters Score -8.671731e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 9818 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128277 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137568 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18870 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6583 members 
Mstep: Class 23 contains 94671 members 
Mstep: Class 24 contains 42482 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9338 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4206 members 
Mstep: Class 34 contains 14370 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717240.000000 Penalty: 114959.039062
Iteration 207Q: 36 clusters Score -8.671724e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9818 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3626 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7696 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128476 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137420 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18876 members 
Mstep: Class 21 contains 34041 members 
Mstep: Class 22 contains 6586 members 
Mstep: Class 23 contains 94619 members 
Mstep: Class 24 contains 42497 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9339 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4198 members 
Mstep: Class 34 contains 14371 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717312.000000 Penalty: 114959.039062
Iteration 208Q: 36 clusters Score -8.671731e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 9817 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3620 members 
Mstep: Class 5 contains 1858 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7692 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128683 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137259 members 
Mstep: Class 17 contains 13211 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18886 members 
Mstep: Class 21 contains 34041 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94565 members 
Mstep: Class 24 contains 42503 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9344 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4186 members 
Mstep: Class 34 contains 14376 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717192.000000 Penalty: 114959.039062
Iteration 209Q: 36 clusters Score -8.671719e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7690 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128872 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137139 members 
Mstep: Class 17 contains 13209 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18892 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 6589 members 
Mstep: Class 23 contains 94506 members 
Mstep: Class 24 contains 42507 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9348 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4174 members 
Mstep: Class 34 contains 14379 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717200.000000 Penalty: 114959.039062
Iteration 210Q: 36 clusters Score -8.67172e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9813 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 1862 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129026 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137040 members 
Mstep: Class 17 contains 13211 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18905 members 
Mstep: Class 21 contains 34023 members 
Mstep: Class 22 contains 6588 members 
Mstep: Class 23 contains 94473 members 
Mstep: Class 24 contains 42511 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9352 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4160 members 
Mstep: Class 34 contains 14376 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716920.000000 Penalty: 114959.039062
Iteration 211Q: 36 clusters Score -8.671692e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9812 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129164 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136930 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18919 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 94455 members 
Mstep: Class 24 contains 42531 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9353 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4146 members 
Mstep: Class 34 contains 14369 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716752.000000 Penalty: 114959.039062
Iteration 212Q: 36 clusters Score -8.671675e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 5 contains 1865 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7661 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129285 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136836 members 
Mstep: Class 17 contains 13214 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18933 members 
Mstep: Class 21 contains 34006 members 
Mstep: Class 22 contains 6586 members 
Mstep: Class 23 contains 94434 members 
Mstep: Class 24 contains 42552 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9355 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4133 members 
Mstep: Class 34 contains 14369 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716840.000000 Penalty: 114959.039062
Iteration 213Q: 36 clusters Score -8.671684e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3584 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7658 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129395 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136755 members 
Mstep: Class 17 contains 13218 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18954 members 
Mstep: Class 21 contains 34000 members 
Mstep: Class 22 contains 6588 members 
Mstep: Class 23 contains 94403 members 
Mstep: Class 24 contains 42562 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9361 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4113 members 
Mstep: Class 34 contains 14366 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716928.000000 Penalty: 114959.039062
Iteration 214Q: 36 clusters Score -8.671693e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3575 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7659 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129460 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136707 members 
Mstep: Class 17 contains 13214 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 33989 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94382 members 
Mstep: Class 24 contains 42578 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9365 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4093 members 
Mstep: Class 34 contains 14370 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716944.000000 Penalty: 114959.039062
Iteration 215Q: 36 clusters Score -8.671694e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 1870 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7655 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129543 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136663 members 
Mstep: Class 17 contains 13215 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 18986 members 
Mstep: Class 21 contains 33983 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94356 members 
Mstep: Class 24 contains 42579 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9370 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4077 members 
Mstep: Class 34 contains 14372 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717064.000000 Penalty: 114959.039062
Iteration 216Q: 36 clusters Score -8.671706e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3566 members 
Mstep: Class 5 contains 1871 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7652 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129593 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2733 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136631 members 
Mstep: Class 17 contains 13216 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19013 members 
Mstep: Class 21 contains 33981 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94335 members 
Mstep: Class 24 contains 42585 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9374 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4052 members 
Mstep: Class 34 contains 14371 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716792.000000 Penalty: 114959.039062
Iteration 217Q: 36 clusters Score -8.671679e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7650 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129616 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136608 members 
Mstep: Class 17 contains 13214 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19038 members 
Mstep: Class 21 contains 33977 members 
Mstep: Class 22 contains 6589 members 
Mstep: Class 23 contains 94337 members 
Mstep: Class 24 contains 42595 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9377 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4031 members 
Mstep: Class 34 contains 14376 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716976.000000 Penalty: 114959.039062
Iteration 218Q: 36 clusters Score -8.671698e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 1874 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7643 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129651 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136598 members 
Mstep: Class 17 contains 13211 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19059 members 
Mstep: Class 21 contains 33972 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94338 members 
Mstep: Class 24 contains 42597 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9378 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 4004 members 
Mstep: Class 34 contains 14373 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717072.000000 Penalty: 114959.039062
Iteration 219Q: 36 clusters Score -8.671707e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3551 members 
Mstep: Class 5 contains 1875 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7640 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129634 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136618 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19084 members 
Mstep: Class 21 contains 33972 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94342 members 
Mstep: Class 24 contains 42602 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3979 members 
Mstep: Class 34 contains 14370 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717072.000000 Penalty: 114959.039062
Iteration 220F: 36 clusters Score -8.671707e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7641 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129629 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136648 members 
Mstep: Class 17 contains 13213 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19101 members 
Mstep: Class 21 contains 33965 members 
Mstep: Class 22 contains 6591 members 
Mstep: Class 23 contains 94311 members 
Mstep: Class 24 contains 42605 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 3968 members 
Mstep: Class 34 contains 14373 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716880.000000 Penalty: 114959.039062
Iteration 221Q: 36 clusters Score -8.671688e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9792 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 1877 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7639 members 
Mstep: Class 9 contains 3538 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129616 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136707 members 
Mstep: Class 17 contains 13211 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19112 members 
Mstep: Class 21 contains 33952 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94277 members 
Mstep: Class 24 contains 42612 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9385 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3954 members 
Mstep: Class 34 contains 14377 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716880.000000 Penalty: 114959.039062
Iteration 222Q: 36 clusters Score -8.671688e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3538 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7642 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129601 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136767 members 
Mstep: Class 17 contains 13210 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19128 members 
Mstep: Class 21 contains 33945 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 94228 members 
Mstep: Class 24 contains 42613 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9390 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3939 members 
Mstep: Class 34 contains 14376 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716760.000000 Penalty: 114959.039062
Iteration 223Q: 36 clusters Score -8.671676e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3534 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7647 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129579 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136799 members 
Mstep: Class 17 contains 13205 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19141 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 6592 members 
Mstep: Class 23 contains 94199 members 
Mstep: Class 24 contains 42622 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9394 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3925 members 
Mstep: Class 34 contains 14379 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716848.000000 Penalty: 114959.039062
Iteration 224Q: 36 clusters Score -8.671685e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9789 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3534 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7647 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129560 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136813 members 
Mstep: Class 17 contains 13201 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19154 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 6591 members 
Mstep: Class 23 contains 94205 members 
Mstep: Class 24 contains 42628 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9399 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3912 members 
Mstep: Class 34 contains 14375 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716864.000000 Penalty: 114959.039062
Iteration 225Q: 36 clusters Score -8.671686e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3532 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7646 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129543 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136864 members 
Mstep: Class 17 contains 13200 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19173 members 
Mstep: Class 21 contains 33944 members 
Mstep: Class 22 contains 6591 members 
Mstep: Class 23 contains 94171 members 
Mstep: Class 24 contains 42635 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9401 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3904 members 
Mstep: Class 34 contains 14369 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716776.000000 Penalty: 114959.039062
Iteration 226Q: 36 clusters Score -8.671678e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3529 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129496 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136894 members 
Mstep: Class 17 contains 13201 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19189 members 
Mstep: Class 21 contains 33942 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94175 members 
Mstep: Class 24 contains 42642 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9404 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3896 members 
Mstep: Class 34 contains 14367 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716800.000000 Penalty: 114959.039062
Iteration 227Q: 36 clusters Score -8.67168e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3528 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129439 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136921 members 
Mstep: Class 17 contains 13199 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19209 members 
Mstep: Class 21 contains 33939 members 
Mstep: Class 22 contains 6588 members 
Mstep: Class 23 contains 94194 members 
Mstep: Class 24 contains 42642 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9410 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 14370 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716792.000000 Penalty: 114959.039062
Iteration 228Q: 36 clusters Score -8.671679e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3525 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7652 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129386 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 136966 members 
Mstep: Class 17 contains 13198 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19229 members 
Mstep: Class 21 contains 33935 members 
Mstep: Class 22 contains 6591 members 
Mstep: Class 23 contains 94195 members 
Mstep: Class 24 contains 42641 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9415 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 14366 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716696.000000 Penalty: 114959.039062
Iteration 229Q: 36 clusters Score -8.67167e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3521 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129325 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137023 members 
Mstep: Class 17 contains 13195 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19245 members 
Mstep: Class 21 contains 33933 members 
Mstep: Class 22 contains 6591 members 
Mstep: Class 23 contains 94209 members 
Mstep: Class 24 contains 42640 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 14369 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716752.000000 Penalty: 114959.039062
Iteration 230Q: 36 clusters Score -8.671675e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7652 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129258 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137100 members 
Mstep: Class 17 contains 13192 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19256 members 
Mstep: Class 21 contains 33932 members 
Mstep: Class 22 contains 6591 members 
Mstep: Class 23 contains 94203 members 
Mstep: Class 24 contains 42641 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9417 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 14364 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716656.000000 Penalty: 114959.039062
Iteration 231Q: 36 clusters Score -8.671666e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7650 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129182 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137172 members 
Mstep: Class 17 contains 13190 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19260 members 
Mstep: Class 21 contains 33935 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 94195 members 
Mstep: Class 24 contains 42648 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9421 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 14369 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716696.000000 Penalty: 114959.039062
Iteration 232Q: 36 clusters Score -8.67167e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3515 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7649 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129098 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137245 members 
Mstep: Class 17 contains 13191 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19264 members 
Mstep: Class 21 contains 33938 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 94192 members 
Mstep: Class 24 contains 42649 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9426 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3869 members 
Mstep: Class 34 contains 14372 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716584.000000 Penalty: 114959.039062
Iteration 233Q: 36 clusters Score -8.671658e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 9784 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3516 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 129015 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137303 members 
Mstep: Class 17 contains 13191 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19272 members 
Mstep: Class 21 contains 33940 members 
Mstep: Class 22 contains 6590 members 
Mstep: Class 23 contains 94206 members 
Mstep: Class 24 contains 42645 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9429 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3863 members 
Mstep: Class 34 contains 14375 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716584.000000 Penalty: 114959.039062
Iteration 234Q: 36 clusters Score -8.671658e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3517 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128923 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137350 members 
Mstep: Class 17 contains 13188 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19282 members 
Mstep: Class 21 contains 33937 members 
Mstep: Class 22 contains 6594 members 
Mstep: Class 23 contains 94242 members 
Mstep: Class 24 contains 42651 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9430 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3857 members 
Mstep: Class 34 contains 14376 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716704.000000 Penalty: 114959.039062
Iteration 235Q: 36 clusters Score -8.67167e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 9781 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128821 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137420 members 
Mstep: Class 17 contains 13188 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19286 members 
Mstep: Class 21 contains 33938 members 
Mstep: Class 22 contains 6593 members 
Mstep: Class 23 contains 94272 members 
Mstep: Class 24 contains 42653 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9434 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3853 members 
Mstep: Class 34 contains 14376 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716648.000000 Penalty: 114959.039062
Iteration 236Q: 36 clusters Score -8.671665e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9779 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3511 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128728 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137478 members 
Mstep: Class 17 contains 13185 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19290 members 
Mstep: Class 21 contains 33942 members 
Mstep: Class 22 contains 6595 members 
Mstep: Class 23 contains 94301 members 
Mstep: Class 24 contains 42656 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9436 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3852 members 
Mstep: Class 34 contains 14378 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716768.000000 Penalty: 114959.039062
Iteration 237Q: 36 clusters Score -8.671677e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9775 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128630 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137550 members 
Mstep: Class 17 contains 13184 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19292 members 
Mstep: Class 21 contains 33948 members 
Mstep: Class 22 contains 6598 members 
Mstep: Class 23 contains 94321 members 
Mstep: Class 24 contains 42653 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9442 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3851 members 
Mstep: Class 34 contains 14377 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716824.000000 Penalty: 114959.039062
Iteration 238Q: 36 clusters Score -8.671682e+07 nChanged 305
Entering ConstructFrom: 
Score: -86716824.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (8171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Entering Unmasked Estep 
Score: -1202002.625000 Penalty: 2234.069824
	Iteration 0F: 2 clusters Score -1202003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1195473.250000 Penalty: 4468.139648
	Iteration 0F: 3 clusters Score -1195473 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1197776.375000 Penalty: 4468.139648
	Iteration 1F: 3 clusters Score -1197776 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1198606.500000 Penalty: 4468.139648
	Iteration 2F: 3 clusters Score -1198606 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1199368.750000 Penalty: 4468.139648
	Iteration 3F: 3 clusters Score -1199369 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1199923.000000 Penalty: 4468.139648
	Iteration 4F: 3 clusters Score -1199923 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1200272.750000 Penalty: 4468.139648
	Iteration 5F: 3 clusters Score -1200273 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1200541.375000 Penalty: 4468.139648
	Iteration 6Q: 3 clusters Score -1200541 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1200751.125000 Penalty: 4468.139648
	Iteration 7Q: 3 clusters Score -1200751 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1200911.000000 Penalty: 4468.139648
	Iteration 8Q: 3 clusters Score -1200911 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1201056.500000 Penalty: 4468.139648
	Iteration 9Q: 3 clusters Score -1201056 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1201139.375000 Penalty: 4468.139648
	Iteration 10Q: 3 clusters Score -1201139 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1201177.875000 Penalty: 4468.139648
	Iteration 11Q: 3 clusters Score -1201178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1201208.500000 Penalty: 4468.139648
	Iteration 12Q: 3 clusters Score -1201208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1201241.625000 Penalty: 4468.139648
	Iteration 13Q: 3 clusters Score -1201242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1201264.125000 Penalty: 4468.139648
	Iteration 14Q: 3 clusters Score -1201264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1201278.375000 Penalty: 4468.139648
	Iteration 15Q: 3 clusters Score -1201278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1201287.125000 Penalty: 4468.139648
	Iteration 16Q: 3 clusters Score -1201287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1201298.125000 Penalty: 4468.139648
	Iteration 17Q: 3 clusters Score -1201298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1201302.750000 Penalty: 4468.139648
	Iteration 18Q: 3 clusters Score -1201303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1201304.000000 Penalty: 4468.139648
	Iteration 19Q: 3 clusters Score -1201304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1201305.375000 Penalty: 4468.139648
	Iteration 20F: 3 clusters Score -1201305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1201307.500000 Penalty: 4468.139648
	Iteration 21Q: 3 clusters Score -1201308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1201306.625000 Penalty: 4468.139648
	Iteration 22Q: 3 clusters Score -1201307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1201306.625000 Penalty: 4468.139648
	Iteration 23F: 3 clusters Score -1201307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Entering Unmasked Estep 
Score: -1547586.875000 Penalty: 2278.495361
	Iteration 0F: 2 clusters Score -1547587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1540055.500000 Penalty: 4556.990723
	Iteration 0F: 3 clusters Score -1540056 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1542333.750000 Penalty: 4556.990723
	Iteration 1F: 3 clusters Score -1542334 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1542810.500000 Penalty: 4556.990723
	Iteration 2F: 3 clusters Score -1542810 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1543270.250000 Penalty: 4556.990723
	Iteration 3F: 3 clusters Score -1543270 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1543750.750000 Penalty: 4556.990723
	Iteration 4F: 3 clusters Score -1543751 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1544238.000000 Penalty: 4556.990723
	Iteration 5F: 3 clusters Score -1544238 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1544747.000000 Penalty: 4556.990723
	Iteration 6F: 3 clusters Score -1544747 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1545193.625000 Penalty: 4556.990723
	Iteration 7F: 3 clusters Score -1545194 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1545508.125000 Penalty: 4556.990723
	Iteration 8Q: 3 clusters Score -1545508 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1545711.250000 Penalty: 4556.990723
	Iteration 9Q: 3 clusters Score -1545711 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1545853.125000 Penalty: 4556.990723
	Iteration 10Q: 3 clusters Score -1545853 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1545962.625000 Penalty: 4556.990723
	Iteration 11Q: 3 clusters Score -1545963 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1546031.625000 Penalty: 4556.990723
	Iteration 12Q: 3 clusters Score -1546032 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1546084.625000 Penalty: 4556.990723
	Iteration 13Q: 3 clusters Score -1546085 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1546121.625000 Penalty: 4556.990723
	Iteration 14Q: 3 clusters Score -1546122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1546159.500000 Penalty: 4556.990723
	Iteration 15Q: 3 clusters Score -1546160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1546182.000000 Penalty: 4556.990723
	Iteration 16Q: 3 clusters Score -1546182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1546205.000000 Penalty: 4556.990723
	Iteration 17Q: 3 clusters Score -1546205 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1546223.375000 Penalty: 4556.990723
	Iteration 18Q: 3 clusters Score -1546223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1546237.875000 Penalty: 4556.990723
	Iteration 19Q: 3 clusters Score -1546238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1546249.000000 Penalty: 4556.990723
	Iteration 20F: 3 clusters Score -1546249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1546262.125000 Penalty: 4556.990723
	Iteration 21Q: 3 clusters Score -1546262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1546271.500000 Penalty: 4556.990723
	Iteration 22Q: 3 clusters Score -1546272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1546276.375000 Penalty: 4556.990723
	Iteration 23Q: 3 clusters Score -1546276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1546282.875000 Penalty: 4556.990723
	Iteration 24Q: 3 clusters Score -1546283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1546279.500000 Penalty: 4556.990723
	Iteration 25Q: 3 clusters Score -1546280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1546291.625000 Penalty: 4556.990723
	Iteration 26Q: 3 clusters Score -1546292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1546293.250000 Penalty: 4556.990723
	Iteration 27Q: 3 clusters Score -1546293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1546300.750000 Penalty: 4556.990723
	Iteration 28Q: 3 clusters Score -1546301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1546305.500000 Penalty: 4556.990723
	Iteration 29Q: 3 clusters Score -1546306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1546310.125000 Penalty: 4556.990723
	Iteration 30Q: 3 clusters Score -1546310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1546314.500000 Penalty: 4556.990723
	Iteration 31Q: 3 clusters Score -1546314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1546315.125000 Penalty: 4556.990723
	Iteration 32Q: 3 clusters Score -1546315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1546322.250000 Penalty: 4556.990723
	Iteration 33Q: 3 clusters Score -1546322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1546322.375000 Penalty: 4556.990723
	Iteration 34Q: 3 clusters Score -1546322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1546329.750000 Penalty: 4556.990723
	Iteration 35Q: 3 clusters Score -1546330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1546331.125000 Penalty: 4556.990723
	Iteration 36Q: 3 clusters Score -1546331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1546331.875000 Penalty: 4556.990723
	Iteration 37Q: 3 clusters Score -1546332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1546332.500000 Penalty: 4556.990723
	Iteration 38Q: 3 clusters Score -1546332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1546332.750000 Penalty: 4556.990723
	Iteration 39Q: 3 clusters Score -1546333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1546333.875000 Penalty: 4556.990723
	Iteration 40F: 3 clusters Score -1546334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1546334.250000 Penalty: 4556.990723
	Iteration 41Q: 3 clusters Score -1546334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1546334.375000 Penalty: 4556.990723
	Iteration 42Q: 3 clusters Score -1546334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1546333.750000 Penalty: 4556.990723
	Iteration 43Q: 3 clusters Score -1546334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1546333.750000 Penalty: 4556.990723
	Iteration 44F: 3 clusters Score -1546334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -49497.808594 Penalty: 1456.285278
	Iteration 0F: 2 clusters Score -49497.81 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 169 members 
Entering Unmasked Estep 
Score: -48150.007812 Penalty: 2912.570557
	Iteration 0F: 3 clusters Score -48150.01 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48296.414062 Penalty: 2912.570557
	Iteration 1F: 3 clusters Score -48296.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48340.019531 Penalty: 2912.570557
	Iteration 2Q: 3 clusters Score -48340.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48363.667969 Penalty: 2912.570557
	Iteration 3Q: 3 clusters Score -48363.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48370.691406 Penalty: 2912.570557
	Iteration 4Q: 3 clusters Score -48370.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48370.691406 Penalty: 2912.570557
	Iteration 5F: 3 clusters Score -48370.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -538670.000000 Penalty: 2024.304077
	Iteration 0F: 2 clusters Score -538670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -535130.812500 Penalty: 4048.608154
	Iteration 0F: 3 clusters Score -535130.8 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -536011.687500 Penalty: 4048.608154
	Iteration 1F: 3 clusters Score -536011.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -536350.500000 Penalty: 4048.608154
	Iteration 2F: 3 clusters Score -536350.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -536719.437500 Penalty: 4048.608154
	Iteration 3F: 3 clusters Score -536719.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -537163.812500 Penalty: 4048.608154
	Iteration 4F: 3 clusters Score -537163.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -537699.187500 Penalty: 4048.608154
	Iteration 5F: 3 clusters Score -537699.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -538112.375000 Penalty: 4048.608154
	Iteration 6F: 3 clusters Score -538112.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -538379.812500 Penalty: 4048.608154
	Iteration 7F: 3 clusters Score -538379.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -538534.500000 Penalty: 4048.608154
	Iteration 8Q: 3 clusters Score -538534.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -538611.062500 Penalty: 4048.608154
	Iteration 9Q: 3 clusters Score -538611.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -538651.562500 Penalty: 4048.608154
	Iteration 10Q: 3 clusters Score -538651.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -538678.625000 Penalty: 4048.608154
	Iteration 11Q: 3 clusters Score -538678.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -538704.687500 Penalty: 4048.608154
	Iteration 12Q: 3 clusters Score -538704.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -538720.625000 Penalty: 4048.608154
	Iteration 13Q: 3 clusters Score -538720.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -538736.312500 Penalty: 4048.608154
	Iteration 14Q: 3 clusters Score -538736.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -538748.375000 Penalty: 4048.608154
	Iteration 15Q: 3 clusters Score -538748.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -538752.937500 Penalty: 4048.608154
	Iteration 16Q: 3 clusters Score -538752.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -538760.375000 Penalty: 4048.608154
	Iteration 17Q: 3 clusters Score -538760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -538762.875000 Penalty: 4048.608154
	Iteration 18Q: 3 clusters Score -538762.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -538765.062500 Penalty: 4048.608154
	Iteration 19Q: 3 clusters Score -538765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -538766.687500 Penalty: 4048.608154
	Iteration 20F: 3 clusters Score -538766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -538768.000000 Penalty: 4048.608154
	Iteration 21Q: 3 clusters Score -538768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -538769.000000 Penalty: 4048.608154
	Iteration 22Q: 3 clusters Score -538769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -538769.250000 Penalty: 4048.608154
	Iteration 23Q: 3 clusters Score -538769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -538769.750000 Penalty: 4048.608154
	Iteration 24Q: 3 clusters Score -538769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -538769.750000 Penalty: 4048.608154
	Iteration 25F: 3 clusters Score -538769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128552 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137610 members 
Mstep: Class 17 contains 13184 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19296 members 
Mstep: Class 21 contains 33947 members 
Mstep: Class 22 contains 6599 members 
Mstep: Class 23 contains 94341 members 
Mstep: Class 24 contains 42648 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9446 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 14380 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 430 members 
Entering Unmasked Estep 
Score: -86715608.000000 Penalty: 118243.585938
Splitting cluster 4 changes total score from -86716824.000000 to -86715608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -283319.406250 Penalty: 1871.780396
	Iteration 0F: 2 clusters Score -283319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -280773.593750 Penalty: 3743.560791
	Iteration 0F: 3 clusters Score -280773.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -281245.312500 Penalty: 3743.560791
	Iteration 1F: 3 clusters Score -281245.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -281388.968750 Penalty: 3743.560791
	Iteration 2F: 3 clusters Score -281389 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -281493.031250 Penalty: 3743.560791
	Iteration 3Q: 3 clusters Score -281493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -281573.656250 Penalty: 3743.560791
	Iteration 4Q: 3 clusters Score -281573.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -281657.187500 Penalty: 3743.560791
	Iteration 5Q: 3 clusters Score -281657.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -281723.656250 Penalty: 3743.560791
	Iteration 6Q: 3 clusters Score -281723.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -281781.656250 Penalty: 3743.560791
	Iteration 7Q: 3 clusters Score -281781.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -281829.968750 Penalty: 3743.560791
	Iteration 8Q: 3 clusters Score -281830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -281871.218750 Penalty: 3743.560791
	Iteration 9Q: 3 clusters Score -281871.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -281905.906250 Penalty: 3743.560791
	Iteration 10Q: 3 clusters Score -281905.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -281945.718750 Penalty: 3743.560791
	Iteration 11Q: 3 clusters Score -281945.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -281980.312500 Penalty: 3743.560791
	Iteration 12Q: 3 clusters Score -281980.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282004.781250 Penalty: 3743.560791
	Iteration 13Q: 3 clusters Score -282004.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282026.000000 Penalty: 3743.560791
	Iteration 14Q: 3 clusters Score -282026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -282040.593750 Penalty: 3743.560791
	Iteration 15Q: 3 clusters Score -282040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282047.250000 Penalty: 3743.560791
	Iteration 16Q: 3 clusters Score -282047.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -282053.718750 Penalty: 3743.560791
	Iteration 17Q: 3 clusters Score -282053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282058.156250 Penalty: 3743.560791
	Iteration 18Q: 3 clusters Score -282058.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -282062.562500 Penalty: 3743.560791
	Iteration 19Q: 3 clusters Score -282062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -282063.750000 Penalty: 3743.560791
	Iteration 20F: 3 clusters Score -282063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282065.656250 Penalty: 3743.560791
	Iteration 21Q: 3 clusters Score -282065.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -282071.937500 Penalty: 3743.560791
	Iteration 22Q: 3 clusters Score -282071.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -282077.968750 Penalty: 3743.560791
	Iteration 23Q: 3 clusters Score -282078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -282079.593750 Penalty: 3743.560791
	Iteration 24Q: 3 clusters Score -282079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282081.500000 Penalty: 3743.560791
	Iteration 25Q: 3 clusters Score -282081.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -282084.281250 Penalty: 3743.560791
	Iteration 26Q: 3 clusters Score -282084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -282089.656250 Penalty: 3743.560791
	Iteration 27Q: 3 clusters Score -282089.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -282090.906250 Penalty: 3743.560791
	Iteration 28Q: 3 clusters Score -282090.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -282090.906250 Penalty: 3743.560791
	Iteration 29F: 3 clusters Score -282090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -1298502.500000 Penalty: 2248.828125
	Iteration 0F: 2 clusters Score -1298502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1291599.750000 Penalty: 4497.656250
	Iteration 0F: 3 clusters Score -1291600 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1293557.125000 Penalty: 4497.656250
	Iteration 1F: 3 clusters Score -1293557 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1293873.125000 Penalty: 4497.656250
	Iteration 2F: 3 clusters Score -1293873 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1294109.000000 Penalty: 4497.656250
	Iteration 3F: 3 clusters Score -1294109 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1294345.250000 Penalty: 4497.656250
	Iteration 4Q: 3 clusters Score -1294345 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1294609.750000 Penalty: 4497.656250
	Iteration 5Q: 3 clusters Score -1294610 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1294938.375000 Penalty: 4497.656250
	Iteration 6F: 3 clusters Score -1294938 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1295312.750000 Penalty: 4497.656250
	Iteration 7F: 3 clusters Score -1295313 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1295678.125000 Penalty: 4497.656250
	Iteration 8F: 3 clusters Score -1295678 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1295997.125000 Penalty: 4497.656250
	Iteration 9Q: 3 clusters Score -1295997 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1296239.250000 Penalty: 4497.656250
	Iteration 10Q: 3 clusters Score -1296239 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1296416.375000 Penalty: 4497.656250
	Iteration 11Q: 3 clusters Score -1296416 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1296543.000000 Penalty: 4497.656250
	Iteration 12Q: 3 clusters Score -1296543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1296640.500000 Penalty: 4497.656250
	Iteration 13Q: 3 clusters Score -1296640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1296745.500000 Penalty: 4497.656250
	Iteration 14Q: 3 clusters Score -1296746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1296821.000000 Penalty: 4497.656250
	Iteration 15Q: 3 clusters Score -1296821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1296865.750000 Penalty: 4497.656250
	Iteration 16Q: 3 clusters Score -1296866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1296902.500000 Penalty: 4497.656250
	Iteration 17Q: 3 clusters Score -1296902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1296921.625000 Penalty: 4497.656250
	Iteration 18Q: 3 clusters Score -1296922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1296937.875000 Penalty: 4497.656250
	Iteration 19Q: 3 clusters Score -1296938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1296946.750000 Penalty: 4497.656250
	Iteration 20F: 3 clusters Score -1296947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1296947.750000 Penalty: 4497.656250
	Iteration 21Q: 3 clusters Score -1296948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1296947.750000 Penalty: 4497.656250
	Iteration 22Q: 3 clusters Score -1296948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1296950.375000 Penalty: 4497.656250
	Iteration 23Q: 3 clusters Score -1296950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1296951.250000 Penalty: 4497.656250
	Iteration 24Q: 3 clusters Score -1296951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1296952.375000 Penalty: 4497.656250
	Iteration 25Q: 3 clusters Score -1296952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1296954.875000 Penalty: 4497.656250
	Iteration 26Q: 3 clusters Score -1296955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1296956.875000 Penalty: 4497.656250
	Iteration 27Q: 3 clusters Score -1296957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1296959.000000 Penalty: 4497.656250
	Iteration 28Q: 3 clusters Score -1296959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1296961.500000 Penalty: 4497.656250
	Iteration 29Q: 3 clusters Score -1296962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1296966.875000 Penalty: 4497.656250
	Iteration 30Q: 3 clusters Score -1296967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1296968.125000 Penalty: 4497.656250
	Iteration 31Q: 3 clusters Score -1296968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1296970.375000 Penalty: 4497.656250
	Iteration 32Q: 3 clusters Score -1296970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1296974.375000 Penalty: 4497.656250
	Iteration 33Q: 3 clusters Score -1296974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1296975.500000 Penalty: 4497.656250
	Iteration 34Q: 3 clusters Score -1296976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1296979.875000 Penalty: 4497.656250
	Iteration 35Q: 3 clusters Score -1296980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1296979.500000 Penalty: 4497.656250
	Iteration 36Q: 3 clusters Score -1296980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1296979.500000 Penalty: 4497.656250
	Iteration 37F: 3 clusters Score -1296980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -26942.636719 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -26942.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25977.261719 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -25977.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26188.943359 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -26188.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26217.464844 Penalty: 2771.275391
	Iteration 2Q: 3 clusters Score -26217.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26251.619141 Penalty: 2771.275391
	Iteration 3Q: 3 clusters Score -26251.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26275.937500 Penalty: 2771.275391
	Iteration 4Q: 3 clusters Score -26275.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26285.113281 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -26285.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26305.705078 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -26305.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26309.945312 Penalty: 2771.275391
	Iteration 7Q: 3 clusters Score -26309.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26309.945312 Penalty: 2771.275391
	Iteration 8F: 3 clusters Score -26309.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Entering Unmasked Estep 
Score: -1218093.375000 Penalty: 2217.665527
	Iteration 0F: 2 clusters Score -1218093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1211868.875000 Penalty: 4435.331055
	Iteration 0F: 3 clusters Score -1211869 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1213491.125000 Penalty: 4435.331055
	Iteration 1F: 3 clusters Score -1213491 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1213752.625000 Penalty: 4435.331055
	Iteration 2F: 3 clusters Score -1213753 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1213918.375000 Penalty: 4435.331055
	Iteration 3F: 3 clusters Score -1213918 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1214036.625000 Penalty: 4435.331055
	Iteration 4Q: 3 clusters Score -1214037 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1214111.750000 Penalty: 4435.331055
	Iteration 5Q: 3 clusters Score -1214112 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1214175.500000 Penalty: 4435.331055
	Iteration 6Q: 3 clusters Score -1214176 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1214232.750000 Penalty: 4435.331055
	Iteration 7Q: 3 clusters Score -1214233 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1214301.250000 Penalty: 4435.331055
	Iteration 8Q: 3 clusters Score -1214301 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1214388.625000 Penalty: 4435.331055
	Iteration 9Q: 3 clusters Score -1214389 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1214505.375000 Penalty: 4435.331055
	Iteration 10Q: 3 clusters Score -1214505 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1214635.125000 Penalty: 4435.331055
	Iteration 11Q: 3 clusters Score -1214635 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1214807.250000 Penalty: 4435.331055
	Iteration 12Q: 3 clusters Score -1214807 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1215058.500000 Penalty: 4435.331055
	Iteration 13Q: 3 clusters Score -1215058 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1215396.250000 Penalty: 4435.331055
	Iteration 14Q: 3 clusters Score -1215396 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1215806.500000 Penalty: 4435.331055
	Iteration 15F: 3 clusters Score -1215806 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1216185.625000 Penalty: 4435.331055
	Iteration 16Q: 3 clusters Score -1216186 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1216402.500000 Penalty: 4435.331055
	Iteration 17Q: 3 clusters Score -1216402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1216532.375000 Penalty: 4435.331055
	Iteration 18Q: 3 clusters Score -1216532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1216605.250000 Penalty: 4435.331055
	Iteration 19Q: 3 clusters Score -1216605 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1216634.250000 Penalty: 4435.331055
	Iteration 20F: 3 clusters Score -1216634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1216651.125000 Penalty: 4435.331055
	Iteration 21Q: 3 clusters Score -1216651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1216661.250000 Penalty: 4435.331055
	Iteration 22Q: 3 clusters Score -1216661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1216670.250000 Penalty: 4435.331055
	Iteration 23Q: 3 clusters Score -1216670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1216675.500000 Penalty: 4435.331055
	Iteration 24Q: 3 clusters Score -1216676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1216681.125000 Penalty: 4435.331055
	Iteration 25Q: 3 clusters Score -1216681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1216687.750000 Penalty: 4435.331055
	Iteration 26Q: 3 clusters Score -1216688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1216691.125000 Penalty: 4435.331055
	Iteration 27Q: 3 clusters Score -1216691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1216695.875000 Penalty: 4435.331055
	Iteration 28Q: 3 clusters Score -1216696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1216694.875000 Penalty: 4435.331055
	Iteration 29Q: 3 clusters Score -1216695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1216695.875000 Penalty: 4435.331055
	Iteration 30Q: 3 clusters Score -1216696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1216695.875000 Penalty: 4435.331055
	Iteration 31F: 3 clusters Score -1216696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -538776.437500 Penalty: 2026.906982
	Iteration 0F: 2 clusters Score -538776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -535117.312500 Penalty: 4053.813965
	Iteration 0F: 3 clusters Score -535117.3 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -535852.000000 Penalty: 4053.813965
	Iteration 1F: 3 clusters Score -535852 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -536098.500000 Penalty: 4053.813965
	Iteration 2F: 3 clusters Score -536098.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -536308.875000 Penalty: 4053.813965
	Iteration 3F: 3 clusters Score -536308.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -536484.250000 Penalty: 4053.813965
	Iteration 4F: 3 clusters Score -536484.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -536598.562500 Penalty: 4053.813965
	Iteration 5Q: 3 clusters Score -536598.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -536668.687500 Penalty: 4053.813965
	Iteration 6Q: 3 clusters Score -536668.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -536725.875000 Penalty: 4053.813965
	Iteration 7Q: 3 clusters Score -536725.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -536780.437500 Penalty: 4053.813965
	Iteration 8Q: 3 clusters Score -536780.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -536834.562500 Penalty: 4053.813965
	Iteration 9Q: 3 clusters Score -536834.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -536893.687500 Penalty: 4053.813965
	Iteration 10Q: 3 clusters Score -536893.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -536950.125000 Penalty: 4053.813965
	Iteration 11Q: 3 clusters Score -536950.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -537000.500000 Penalty: 4053.813965
	Iteration 12Q: 3 clusters Score -537000.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -537057.250000 Penalty: 4053.813965
	Iteration 13Q: 3 clusters Score -537057.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -537103.750000 Penalty: 4053.813965
	Iteration 14Q: 3 clusters Score -537103.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -537141.750000 Penalty: 4053.813965
	Iteration 15Q: 3 clusters Score -537141.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -537178.875000 Penalty: 4053.813965
	Iteration 16Q: 3 clusters Score -537178.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -537207.750000 Penalty: 4053.813965
	Iteration 17Q: 3 clusters Score -537207.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -537222.000000 Penalty: 4053.813965
	Iteration 18Q: 3 clusters Score -537222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -537227.812500 Penalty: 4053.813965
	Iteration 19Q: 3 clusters Score -537227.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -537234.125000 Penalty: 4053.813965
	Iteration 20F: 3 clusters Score -537234.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -537239.312500 Penalty: 4053.813965
	Iteration 21Q: 3 clusters Score -537239.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -537246.125000 Penalty: 4053.813965
	Iteration 22Q: 3 clusters Score -537246.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -537259.250000 Penalty: 4053.813965
	Iteration 23Q: 3 clusters Score -537259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -537274.875000 Penalty: 4053.813965
	Iteration 24Q: 3 clusters Score -537274.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -537292.250000 Penalty: 4053.813965
	Iteration 25Q: 3 clusters Score -537292.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -537300.312500 Penalty: 4053.813965
	Iteration 26Q: 3 clusters Score -537300.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -537304.125000 Penalty: 4053.813965
	Iteration 27Q: 3 clusters Score -537304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -537306.687500 Penalty: 4053.813965
	Iteration 28Q: 3 clusters Score -537306.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -537308.812500 Penalty: 4053.813965
	Iteration 29Q: 3 clusters Score -537308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -537311.750000 Penalty: 4053.813965
	Iteration 30Q: 3 clusters Score -537311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -537312.562500 Penalty: 4053.813965
	Iteration 31Q: 3 clusters Score -537312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -537313.062500 Penalty: 4053.813965
	Iteration 32Q: 3 clusters Score -537313.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -537314.812500 Penalty: 4053.813965
	Iteration 33Q: 3 clusters Score -537314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -537315.750000 Penalty: 4053.813965
	Iteration 34Q: 3 clusters Score -537315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -537315.750000 Penalty: 4053.813965
	Iteration 35F: 3 clusters Score -537315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -105406.914062 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -105406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103642.656250 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -103642.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104024.273438 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -104024.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104284.218750 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -104284.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104513.945312 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -104513.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104793.414062 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -104793.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104971.039062 Penalty: 3365.090820
	Iteration 5F: 3 clusters Score -104971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -105069.617188 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -105069.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -105115.484375 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -105115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -105126.664062 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -105126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105137.335938 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -105137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -105144.859375 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -105144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105149.781250 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -105149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -105156.789062 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -105156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105163.867188 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -105163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105163.867188 Penalty: 3365.090820
	Iteration 14F: 3 clusters Score -105163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (128552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Entering Unmasked Estep 
Score: -20263522.000000 Penalty: 2917.493896
	Iteration 0F: 2 clusters Score -2.026352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -20181250.000000 Penalty: 5834.987793
	Iteration 0F: 3 clusters Score -2.018125e+07 nChanged 61585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -20217348.000000 Penalty: 5834.987793
	Iteration 1F: 3 clusters Score -2.021735e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 56537 members 
Entering Unmasked Estep 
Score: -20219226.000000 Penalty: 5834.987793
	Iteration 2Q: 3 clusters Score -2.021923e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -20222152.000000 Penalty: 5834.987793
	Iteration 3Q: 3 clusters Score -2.022215e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -20226436.000000 Penalty: 5834.987793
	Iteration 4F: 3 clusters Score -2.022644e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -20232418.000000 Penalty: 5834.987793
	Iteration 5F: 3 clusters Score -2.023242e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -20239766.000000 Penalty: 5834.987793
	Iteration 6F: 3 clusters Score -2.023977e+07 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104305 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -20246762.000000 Penalty: 5834.987793
	Iteration 7F: 3 clusters Score -2.024676e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110107 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -20251890.000000 Penalty: 5834.987793
	Iteration 8F: 3 clusters Score -2.025189e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114219 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -20255108.000000 Penalty: 5834.987793
	Iteration 9Q: 3 clusters Score -2.025511e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117358 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -20257138.000000 Penalty: 5834.987793
	Iteration 10Q: 3 clusters Score -2.025714e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119767 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -20258472.000000 Penalty: 5834.987793
	Iteration 11Q: 3 clusters Score -2.025847e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121748 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -20259374.000000 Penalty: 5834.987793
	Iteration 12Q: 3 clusters Score -2.025937e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123334 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -20259892.000000 Penalty: 5834.987793
	Iteration 13Q: 3 clusters Score -2.025989e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124530 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -20260254.000000 Penalty: 5834.987793
	Iteration 14Q: 3 clusters Score -2.026025e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -20260492.000000 Penalty: 5834.987793
	Iteration 15Q: 3 clusters Score -2.026049e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126054 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20260632.000000 Penalty: 5834.987793
	Iteration 16Q: 3 clusters Score -2.026063e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126529 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -20260734.000000 Penalty: 5834.987793
	Iteration 17Q: 3 clusters Score -2.026073e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126877 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -20260902.000000 Penalty: 5834.987793
	Iteration 18Q: 3 clusters Score -2.02609e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127105 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20260946.000000 Penalty: 5834.987793
	Iteration 19Q: 3 clusters Score -2.026095e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127266 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -20260998.000000 Penalty: 5834.987793
	Iteration 20F: 3 clusters Score -2.0261e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127381 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20261068.000000 Penalty: 5834.987793
	Iteration 21Q: 3 clusters Score -2.026107e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127476 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -20261102.000000 Penalty: 5834.987793
	Iteration 22Q: 3 clusters Score -2.02611e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127539 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20261132.000000 Penalty: 5834.987793
	Iteration 23Q: 3 clusters Score -2.026113e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20261130.000000 Penalty: 5834.987793
	Iteration 24Q: 3 clusters Score -2.026113e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127625 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20261132.000000 Penalty: 5834.987793
	Iteration 25Q: 3 clusters Score -2.026113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127657 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -20261132.000000 Penalty: 5834.987793
	Iteration 26Q: 3 clusters Score -2.026113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127677 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -20261152.000000 Penalty: 5834.987793
	Iteration 27Q: 3 clusters Score -2.026115e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -20261174.000000 Penalty: 5834.987793
	Iteration 28Q: 3 clusters Score -2.026117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127714 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20261150.000000 Penalty: 5834.987793
	Iteration 29Q: 3 clusters Score -2.026115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127729 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20261144.000000 Penalty: 5834.987793
	Iteration 30Q: 3 clusters Score -2.026114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127741 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -20261176.000000 Penalty: 5834.987793
	Iteration 31Q: 3 clusters Score -2.026118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -20261170.000000 Penalty: 5834.987793
	Iteration 32Q: 3 clusters Score -2.026117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127762 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -20261176.000000 Penalty: 5834.987793
	Iteration 33Q: 3 clusters Score -2.026118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -20261180.000000 Penalty: 5834.987793
	Iteration 34Q: 3 clusters Score -2.026118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127788 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20261186.000000 Penalty: 5834.987793
	Iteration 35Q: 3 clusters Score -2.026119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127799 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -20261186.000000 Penalty: 5834.987793
	Iteration 36Q: 3 clusters Score -2.026119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20261206.000000 Penalty: 5834.987793
	Iteration 37Q: 3 clusters Score -2.026121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127806 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20261216.000000 Penalty: 5834.987793
	Iteration 38Q: 3 clusters Score -2.026122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20261196.000000 Penalty: 5834.987793
	Iteration 39Q: 3 clusters Score -2.02612e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127812 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20261210.000000 Penalty: 5834.987793
	Iteration 40F: 3 clusters Score -2.026121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127811 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20261206.000000 Penalty: 5834.987793
	Iteration 41Q: 3 clusters Score -2.026121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127811 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -20261206.000000 Penalty: 5834.987793
	Iteration 42F: 3 clusters Score -2.026121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -630755.187500 Penalty: 2075.953125
	Iteration 0F: 2 clusters Score -630755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -626699.125000 Penalty: 4151.906250
	Iteration 0F: 3 clusters Score -626699.1 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -627686.500000 Penalty: 4151.906250
	Iteration 1F: 3 clusters Score -627686.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -627993.187500 Penalty: 4151.906250
	Iteration 2F: 3 clusters Score -627993.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -628265.375000 Penalty: 4151.906250
	Iteration 3F: 3 clusters Score -628265.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -628567.687500 Penalty: 4151.906250
	Iteration 4F: 3 clusters Score -628567.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -628930.062500 Penalty: 4151.906250
	Iteration 5F: 3 clusters Score -628930.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -629252.687500 Penalty: 4151.906250
	Iteration 6F: 3 clusters Score -629252.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -629519.500000 Penalty: 4151.906250
	Iteration 7F: 3 clusters Score -629519.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -629677.937500 Penalty: 4151.906250
	Iteration 8Q: 3 clusters Score -629677.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -629790.687500 Penalty: 4151.906250
	Iteration 9Q: 3 clusters Score -629790.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -629863.625000 Penalty: 4151.906250
	Iteration 10Q: 3 clusters Score -629863.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -629909.187500 Penalty: 4151.906250
	Iteration 11Q: 3 clusters Score -629909.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -629956.250000 Penalty: 4151.906250
	Iteration 12Q: 3 clusters Score -629956.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -630016.312500 Penalty: 4151.906250
	Iteration 13Q: 3 clusters Score -630016.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -630068.500000 Penalty: 4151.906250
	Iteration 14Q: 3 clusters Score -630068.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -630109.062500 Penalty: 4151.906250
	Iteration 15Q: 3 clusters Score -630109.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -630143.437500 Penalty: 4151.906250
	Iteration 16Q: 3 clusters Score -630143.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -630167.312500 Penalty: 4151.906250
	Iteration 17Q: 3 clusters Score -630167.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -630186.375000 Penalty: 4151.906250
	Iteration 18Q: 3 clusters Score -630186.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -630202.187500 Penalty: 4151.906250
	Iteration 19Q: 3 clusters Score -630202.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -630224.062500 Penalty: 4151.906250
	Iteration 20F: 3 clusters Score -630224.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -630256.312500 Penalty: 4151.906250
	Iteration 21Q: 3 clusters Score -630256.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -630287.687500 Penalty: 4151.906250
	Iteration 22Q: 3 clusters Score -630287.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -630315.187500 Penalty: 4151.906250
	Iteration 23Q: 3 clusters Score -630315.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -630344.750000 Penalty: 4151.906250
	Iteration 24Q: 3 clusters Score -630344.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -630355.687500 Penalty: 4151.906250
	Iteration 25Q: 3 clusters Score -630355.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -630366.500000 Penalty: 4151.906250
	Iteration 26Q: 3 clusters Score -630366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -630377.375000 Penalty: 4151.906250
	Iteration 27Q: 3 clusters Score -630377.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -630392.375000 Penalty: 4151.906250
	Iteration 28Q: 3 clusters Score -630392.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -630408.750000 Penalty: 4151.906250
	Iteration 29Q: 3 clusters Score -630408.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -630423.187500 Penalty: 4151.906250
	Iteration 30Q: 3 clusters Score -630423.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -630439.250000 Penalty: 4151.906250
	Iteration 31Q: 3 clusters Score -630439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -630451.250000 Penalty: 4151.906250
	Iteration 32Q: 3 clusters Score -630451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -630454.437500 Penalty: 4151.906250
	Iteration 33Q: 3 clusters Score -630454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -630456.625000 Penalty: 4151.906250
	Iteration 34Q: 3 clusters Score -630456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -630458.812500 Penalty: 4151.906250
	Iteration 35Q: 3 clusters Score -630458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -630457.562500 Penalty: 4151.906250
	Iteration 36Q: 3 clusters Score -630457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -630459.062500 Penalty: 4151.906250
	Iteration 37Q: 3 clusters Score -630459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -630459.062500 Penalty: 4151.906250
	Iteration 38F: 3 clusters Score -630459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -23385.326172 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -23385.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22354.832031 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -22354.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22569.564453 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -22569.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22696.691406 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -22696.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22755.111328 Penalty: 2730.644531
	Iteration 3F: 3 clusters Score -22755.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22790.250000 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -22790.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22816.882812 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -22816.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22828.982422 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -22828.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22831.607422 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -22831.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22843.916016 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -22843.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22849.333984 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -22849.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22849.333984 Penalty: 2730.644531
	Iteration 10F: 3 clusters Score -22849.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -410236.281250 Penalty: 1962.280884
	Iteration 0F: 2 clusters Score -410236.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -407130.218750 Penalty: 3924.561768
	Iteration 0F: 3 clusters Score -407130.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -407786.562500 Penalty: 3924.561768
	Iteration 1F: 3 clusters Score -407786.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -407998.593750 Penalty: 3924.561768
	Iteration 2F: 3 clusters Score -407998.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -408139.531250 Penalty: 3924.561768
	Iteration 3F: 3 clusters Score -408139.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -408278.812500 Penalty: 3924.561768
	Iteration 4Q: 3 clusters Score -408278.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -408438.531250 Penalty: 3924.561768
	Iteration 5Q: 3 clusters Score -408438.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -408591.281250 Penalty: 3924.561768
	Iteration 6F: 3 clusters Score -408591.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -408759.687500 Penalty: 3924.561768
	Iteration 7Q: 3 clusters Score -408759.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -408914.437500 Penalty: 3924.561768
	Iteration 8Q: 3 clusters Score -408914.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -409045.781250 Penalty: 3924.561768
	Iteration 9Q: 3 clusters Score -409045.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -409141.562500 Penalty: 3924.561768
	Iteration 10Q: 3 clusters Score -409141.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -409215.937500 Penalty: 3924.561768
	Iteration 11Q: 3 clusters Score -409215.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -409278.812500 Penalty: 3924.561768
	Iteration 12Q: 3 clusters Score -409278.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -409316.906250 Penalty: 3924.561768
	Iteration 13Q: 3 clusters Score -409316.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -409343.593750 Penalty: 3924.561768
	Iteration 14Q: 3 clusters Score -409343.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -409361.062500 Penalty: 3924.561768
	Iteration 15Q: 3 clusters Score -409361.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -409371.093750 Penalty: 3924.561768
	Iteration 16Q: 3 clusters Score -409371.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -409377.250000 Penalty: 3924.561768
	Iteration 17Q: 3 clusters Score -409377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -409381.718750 Penalty: 3924.561768
	Iteration 18Q: 3 clusters Score -409381.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -409385.375000 Penalty: 3924.561768
	Iteration 19Q: 3 clusters Score -409385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -409390.125000 Penalty: 3924.561768
	Iteration 20F: 3 clusters Score -409390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -409390.593750 Penalty: 3924.561768
	Iteration 21Q: 3 clusters Score -409390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -409391.437500 Penalty: 3924.561768
	Iteration 22Q: 3 clusters Score -409391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -409393.531250 Penalty: 3924.561768
	Iteration 23Q: 3 clusters Score -409393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -409395.562500 Penalty: 3924.561768
	Iteration 24Q: 3 clusters Score -409395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -409396.093750 Penalty: 3924.561768
	Iteration 25Q: 3 clusters Score -409396.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -409396.093750 Penalty: 3924.561768
	Iteration 26F: 3 clusters Score -409396.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -238198.218750 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -238198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -235859.609375 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -235859.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -236322.765625 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -236322.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -236534.734375 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -236534.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236703.515625 Penalty: 3676.131836
	Iteration 3F: 3 clusters Score -236703.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -236874.031250 Penalty: 3676.131836
	Iteration 4F: 3 clusters Score -236874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -236984.578125 Penalty: 3676.131836
	Iteration 5F: 3 clusters Score -236984.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -237036.703125 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -237036.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -237075.296875 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -237075.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -237105.546875 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -237105.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -237134.140625 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -237134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -237153.203125 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -237153.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -237162.593750 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -237162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -237172.500000 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -237172.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -237175.296875 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -237175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -237177.171875 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -237177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -237180.906250 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -237180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -237182.156250 Penalty: 3676.131836
	Iteration 16Q: 3 clusters Score -237182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -237185.234375 Penalty: 3676.131836
	Iteration 17Q: 3 clusters Score -237185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -237187.906250 Penalty: 3676.131836
	Iteration 18Q: 3 clusters Score -237187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -237188.593750 Penalty: 3676.131836
	Iteration 19Q: 3 clusters Score -237188.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -237188.593750 Penalty: 3676.131836
	Iteration 20F: 3 clusters Score -237188.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (137610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137610 members 
Entering Unmasked Estep 
Score: -21619620.000000 Penalty: 2934.380371
	Iteration 0F: 2 clusters Score -2.161962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68793 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -21531258.000000 Penalty: 5868.760742
	Iteration 0F: 3 clusters Score -2.153126e+07 nChanged 65659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -21569346.000000 Penalty: 5868.760742
	Iteration 1F: 3 clusters Score -2.156935e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69225 members 
Mstep: Class 2 contains 68385 members 
Entering Unmasked Estep 
Score: -21570282.000000 Penalty: 5868.760742
	Iteration 2Q: 3 clusters Score -2.157028e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -21571480.000000 Penalty: 5868.760742
	Iteration 3Q: 3 clusters Score -2.157148e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -21573162.000000 Penalty: 5868.760742
	Iteration 4Q: 3 clusters Score -2.157316e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69884 members 
Mstep: Class 2 contains 67726 members 
Entering Unmasked Estep 
Score: -21575192.000000 Penalty: 5868.760742
	Iteration 5Q: 3 clusters Score -2.157519e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -21577998.000000 Penalty: 5868.760742
	Iteration 6Q: 3 clusters Score -2.1578e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -21582386.000000 Penalty: 5868.760742
	Iteration 7F: 3 clusters Score -2.158239e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70307 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -21588612.000000 Penalty: 5868.760742
	Iteration 8F: 3 clusters Score -2.158861e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -21594528.000000 Penalty: 5868.760742
	Iteration 9F: 3 clusters Score -2.159453e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -21597812.000000 Penalty: 5868.760742
	Iteration 10F: 3 clusters Score -2.159781e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 68978 members 
Entering Unmasked Estep 
Score: -21599214.000000 Penalty: 5868.760742
	Iteration 11Q: 3 clusters Score -2.159921e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -21599842.000000 Penalty: 5868.760742
	Iteration 12Q: 3 clusters Score -2.159984e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -21600414.000000 Penalty: 5868.760742
	Iteration 13Q: 3 clusters Score -2.160041e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -21600892.000000 Penalty: 5868.760742
	Iteration 14Q: 3 clusters Score -2.160089e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -21601334.000000 Penalty: 5868.760742
	Iteration 15Q: 3 clusters Score -2.160133e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 73624 members 
Entering Unmasked Estep 
Score: -21601608.000000 Penalty: 5868.760742
	Iteration 16Q: 3 clusters Score -2.160161e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -21601918.000000 Penalty: 5868.760742
	Iteration 17Q: 3 clusters Score -2.160192e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -21602326.000000 Penalty: 5868.760742
	Iteration 18Q: 3 clusters Score -2.160233e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -21602534.000000 Penalty: 5868.760742
	Iteration 19Q: 3 clusters Score -2.160253e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -21602824.000000 Penalty: 5868.760742
	Iteration 20F: 3 clusters Score -2.160282e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -21603318.000000 Penalty: 5868.760742
	Iteration 21Q: 3 clusters Score -2.160332e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55971 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -21603728.000000 Penalty: 5868.760742
	Iteration 22Q: 3 clusters Score -2.160373e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -21604252.000000 Penalty: 5868.760742
	Iteration 23Q: 3 clusters Score -2.160425e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -21604742.000000 Penalty: 5868.760742
	Iteration 24Q: 3 clusters Score -2.160474e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -21605382.000000 Penalty: 5868.760742
	Iteration 25Q: 3 clusters Score -2.160538e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -21605980.000000 Penalty: 5868.760742
	Iteration 26Q: 3 clusters Score -2.160598e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -21606704.000000 Penalty: 5868.760742
	Iteration 27Q: 3 clusters Score -2.16067e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -21607512.000000 Penalty: 5868.760742
	Iteration 28Q: 3 clusters Score -2.160751e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -21608348.000000 Penalty: 5868.760742
	Iteration 29Q: 3 clusters Score -2.160835e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -21609258.000000 Penalty: 5868.760742
	Iteration 30Q: 3 clusters Score -2.160926e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 100869 members 
Entering Unmasked Estep 
Score: -21610268.000000 Penalty: 5868.760742
	Iteration 31Q: 3 clusters Score -2.161027e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -21611160.000000 Penalty: 5868.760742
	Iteration 32Q: 3 clusters Score -2.161116e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 105684 members 
Entering Unmasked Estep 
Score: -21611998.000000 Penalty: 5868.760742
	Iteration 33Q: 3 clusters Score -2.1612e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -21612866.000000 Penalty: 5868.760742
	Iteration 34Q: 3 clusters Score -2.161287e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -21613540.000000 Penalty: 5868.760742
	Iteration 35Q: 3 clusters Score -2.161354e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 111660 members 
Entering Unmasked Estep 
Score: -21614310.000000 Penalty: 5868.760742
	Iteration 36Q: 3 clusters Score -2.161431e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -21614944.000000 Penalty: 5868.760742
	Iteration 37Q: 3 clusters Score -2.161494e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -21615344.000000 Penalty: 5868.760742
	Iteration 38Q: 3 clusters Score -2.161534e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 116551 members 
Entering Unmasked Estep 
Score: -21615734.000000 Penalty: 5868.760742
	Iteration 39Q: 3 clusters Score -2.161573e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 117899 members 
Entering Unmasked Estep 
Score: -21616152.000000 Penalty: 5868.760742
	Iteration 40F: 3 clusters Score -2.161615e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 119394 members 
Entering Unmasked Estep 
Score: -21616478.000000 Penalty: 5868.760742
	Iteration 41Q: 3 clusters Score -2.161648e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 120831 members 
Entering Unmasked Estep 
Score: -21616904.000000 Penalty: 5868.760742
	Iteration 42Q: 3 clusters Score -2.16169e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -21617124.000000 Penalty: 5868.760742
	Iteration 43Q: 3 clusters Score -2.161712e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 123439 members 
Entering Unmasked Estep 
Score: -21617188.000000 Penalty: 5868.760742
	Iteration 44Q: 3 clusters Score -2.161719e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 124639 members 
Entering Unmasked Estep 
Score: -21617254.000000 Penalty: 5868.760742
	Iteration 45Q: 3 clusters Score -2.161725e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 125755 members 
Entering Unmasked Estep 
Score: -21617256.000000 Penalty: 5868.760742
	Iteration 46Q: 3 clusters Score -2.161726e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -21617368.000000 Penalty: 5868.760742
	Iteration 47Q: 3 clusters Score -2.161737e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 127802 members 
Entering Unmasked Estep 
Score: -21617490.000000 Penalty: 5868.760742
	Iteration 48Q: 3 clusters Score -2.161749e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 128668 members 
Entering Unmasked Estep 
Score: -21617570.000000 Penalty: 5868.760742
	Iteration 49Q: 3 clusters Score -2.161757e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 129464 members 
Entering Unmasked Estep 
Score: -21617652.000000 Penalty: 5868.760742
	Iteration 50Q: 3 clusters Score -2.161765e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 130215 members 
Entering Unmasked Estep 
Score: -21617812.000000 Penalty: 5868.760742
	Iteration 51Q: 3 clusters Score -2.161781e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 130856 members 
Entering Unmasked Estep 
Score: -21617802.000000 Penalty: 5868.760742
	Iteration 52Q: 3 clusters Score -2.16178e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 131471 members 
Entering Unmasked Estep 
Score: -21617856.000000 Penalty: 5868.760742
	Iteration 53Q: 3 clusters Score -2.161786e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 132052 members 
Entering Unmasked Estep 
Score: -21617878.000000 Penalty: 5868.760742
	Iteration 54Q: 3 clusters Score -2.161788e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 132534 members 
Entering Unmasked Estep 
Score: -21618004.000000 Penalty: 5868.760742
	Iteration 55Q: 3 clusters Score -2.1618e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 132962 members 
Entering Unmasked Estep 
Score: -21618086.000000 Penalty: 5868.760742
	Iteration 56Q: 3 clusters Score -2.161809e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 133362 members 
Entering Unmasked Estep 
Score: -21618160.000000 Penalty: 5868.760742
	Iteration 57Q: 3 clusters Score -2.161816e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 133726 members 
Entering Unmasked Estep 
Score: -21618128.000000 Penalty: 5868.760742
	Iteration 58Q: 3 clusters Score -2.161813e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 134044 members 
Entering Unmasked Estep 
Score: -21618090.000000 Penalty: 5868.760742
	Iteration 59Q: 3 clusters Score -2.161809e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 134301 members 
Entering Unmasked Estep 
Score: -21618120.000000 Penalty: 5868.760742
	Iteration 60F: 3 clusters Score -2.161812e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 134543 members 
Entering Unmasked Estep 
Score: -21618124.000000 Penalty: 5868.760742
	Iteration 61Q: 3 clusters Score -2.161812e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 134749 members 
Entering Unmasked Estep 
Score: -21618168.000000 Penalty: 5868.760742
	Iteration 62Q: 3 clusters Score -2.161817e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 134932 members 
Entering Unmasked Estep 
Score: -21618172.000000 Penalty: 5868.760742
	Iteration 63Q: 3 clusters Score -2.161817e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 135102 members 
Entering Unmasked Estep 
Score: -21618210.000000 Penalty: 5868.760742
	Iteration 64Q: 3 clusters Score -2.161821e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 135253 members 
Entering Unmasked Estep 
Score: -21618246.000000 Penalty: 5868.760742
	Iteration 65Q: 3 clusters Score -2.161825e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 135387 members 
Entering Unmasked Estep 
Score: -21618288.000000 Penalty: 5868.760742
	Iteration 66Q: 3 clusters Score -2.161829e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 135500 members 
Entering Unmasked Estep 
Score: -21618352.000000 Penalty: 5868.760742
	Iteration 67Q: 3 clusters Score -2.161835e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 135597 members 
Entering Unmasked Estep 
Score: -21618362.000000 Penalty: 5868.760742
	Iteration 68Q: 3 clusters Score -2.161836e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -21618360.000000 Penalty: 5868.760742
	Iteration 69Q: 3 clusters Score -2.161836e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 135756 members 
Entering Unmasked Estep 
Score: -21618352.000000 Penalty: 5868.760742
	Iteration 70Q: 3 clusters Score -2.161835e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 135813 members 
Entering Unmasked Estep 
Score: -21618344.000000 Penalty: 5868.760742
	Iteration 71Q: 3 clusters Score -2.161834e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 135863 members 
Entering Unmasked Estep 
Score: -21618348.000000 Penalty: 5868.760742
	Iteration 72Q: 3 clusters Score -2.161835e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 135905 members 
Entering Unmasked Estep 
Score: -21618322.000000 Penalty: 5868.760742
	Iteration 73Q: 3 clusters Score -2.161832e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 135959 members 
Entering Unmasked Estep 
Score: -21618330.000000 Penalty: 5868.760742
	Iteration 74Q: 3 clusters Score -2.161833e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 136001 members 
Entering Unmasked Estep 
Score: -21618346.000000 Penalty: 5868.760742
	Iteration 75Q: 3 clusters Score -2.161835e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -21618312.000000 Penalty: 5868.760742
	Iteration 76Q: 3 clusters Score -2.161831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 136055 members 
Entering Unmasked Estep 
Score: -21618324.000000 Penalty: 5868.760742
	Iteration 77Q: 3 clusters Score -2.161832e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 136088 members 
Entering Unmasked Estep 
Score: -21618356.000000 Penalty: 5868.760742
	Iteration 78Q: 3 clusters Score -2.161836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -21618356.000000 Penalty: 5868.760742
	Iteration 79Q: 3 clusters Score -2.161836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 136140 members 
Entering Unmasked Estep 
Score: -21618414.000000 Penalty: 5868.760742
	Iteration 80F: 3 clusters Score -2.161841e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 136153 members 
Entering Unmasked Estep 
Score: -21618448.000000 Penalty: 5868.760742
	Iteration 81Q: 3 clusters Score -2.161845e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -21618470.000000 Penalty: 5868.760742
	Iteration 82Q: 3 clusters Score -2.161847e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 136184 members 
Entering Unmasked Estep 
Score: -21618464.000000 Penalty: 5868.760742
	Iteration 83Q: 3 clusters Score -2.161846e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 136190 members 
Entering Unmasked Estep 
Score: -21618502.000000 Penalty: 5868.760742
	Iteration 84Q: 3 clusters Score -2.16185e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 136209 members 
Entering Unmasked Estep 
Score: -21618548.000000 Penalty: 5868.760742
	Iteration 85Q: 3 clusters Score -2.161855e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 136222 members 
Entering Unmasked Estep 
Score: -21618536.000000 Penalty: 5868.760742
	Iteration 86Q: 3 clusters Score -2.161854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 136237 members 
Entering Unmasked Estep 
Score: -21618544.000000 Penalty: 5868.760742
	Iteration 87Q: 3 clusters Score -2.161854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 136260 members 
Entering Unmasked Estep 
Score: -21618560.000000 Penalty: 5868.760742
	Iteration 88Q: 3 clusters Score -2.161856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 136281 members 
Entering Unmasked Estep 
Score: -21618552.000000 Penalty: 5868.760742
	Iteration 89Q: 3 clusters Score -2.161855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -21618538.000000 Penalty: 5868.760742
	Iteration 90Q: 3 clusters Score -2.161854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 136313 members 
Entering Unmasked Estep 
Score: -21618562.000000 Penalty: 5868.760742
	Iteration 91Q: 3 clusters Score -2.161856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 136325 members 
Entering Unmasked Estep 
Score: -21618548.000000 Penalty: 5868.760742
	Iteration 92Q: 3 clusters Score -2.161855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 136341 members 
Entering Unmasked Estep 
Score: -21618586.000000 Penalty: 5868.760742
	Iteration 93Q: 3 clusters Score -2.161859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 136363 members 
Entering Unmasked Estep 
Score: -21618570.000000 Penalty: 5868.760742
	Iteration 94Q: 3 clusters Score -2.161857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 136374 members 
Entering Unmasked Estep 
Score: -21618564.000000 Penalty: 5868.760742
	Iteration 95Q: 3 clusters Score -2.161856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 136385 members 
Entering Unmasked Estep 
Score: -21618566.000000 Penalty: 5868.760742
	Iteration 96Q: 3 clusters Score -2.161857e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -21618558.000000 Penalty: 5868.760742
	Iteration 97Q: 3 clusters Score -2.161856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 136413 members 
Entering Unmasked Estep 
Score: -21618566.000000 Penalty: 5868.760742
	Iteration 98Q: 3 clusters Score -2.161857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 136421 members 
Entering Unmasked Estep 
Score: -21618584.000000 Penalty: 5868.760742
	Iteration 99Q: 3 clusters Score -2.161858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 136430 members 
Entering Unmasked Estep 
Score: -21618610.000000 Penalty: 5868.760742
	Iteration 100F: 3 clusters Score -2.161861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 136438 members 
Entering Unmasked Estep 
Score: -21618606.000000 Penalty: 5868.760742
	Iteration 101Q: 3 clusters Score -2.161861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 136445 members 
Entering Unmasked Estep 
Score: -21618582.000000 Penalty: 5868.760742
	Iteration 102Q: 3 clusters Score -2.161858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -21618590.000000 Penalty: 5868.760742
	Iteration 103Q: 3 clusters Score -2.161859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 136469 members 
Entering Unmasked Estep 
Score: -21618576.000000 Penalty: 5868.760742
	Iteration 104Q: 3 clusters Score -2.161858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 136476 members 
Entering Unmasked Estep 
Score: -21618592.000000 Penalty: 5868.760742
	Iteration 105Q: 3 clusters Score -2.161859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 136488 members 
Entering Unmasked Estep 
Score: -21618598.000000 Penalty: 5868.760742
	Iteration 106Q: 3 clusters Score -2.16186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 136500 members 
Entering Unmasked Estep 
Score: -21618600.000000 Penalty: 5868.760742
	Iteration 107Q: 3 clusters Score -2.16186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -21618596.000000 Penalty: 5868.760742
	Iteration 108Q: 3 clusters Score -2.16186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 136518 members 
Entering Unmasked Estep 
Score: -21618586.000000 Penalty: 5868.760742
	Iteration 109Q: 3 clusters Score -2.161859e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 136524 members 
Entering Unmasked Estep 
Score: -21618604.000000 Penalty: 5868.760742
	Iteration 110Q: 3 clusters Score -2.16186e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -21618644.000000 Penalty: 5868.760742
	Iteration 111Q: 3 clusters Score -2.161864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -21618668.000000 Penalty: 5868.760742
	Iteration 112Q: 3 clusters Score -2.161867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -21618658.000000 Penalty: 5868.760742
	Iteration 113Q: 3 clusters Score -2.161866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 136580 members 
Entering Unmasked Estep 
Score: -21618700.000000 Penalty: 5868.760742
	Iteration 114Q: 3 clusters Score -2.16187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 136593 members 
Entering Unmasked Estep 
Score: -21618730.000000 Penalty: 5868.760742
	Iteration 115Q: 3 clusters Score -2.161873e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 136600 members 
Entering Unmasked Estep 
Score: -21618744.000000 Penalty: 5868.760742
	Iteration 116Q: 3 clusters Score -2.161874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 136609 members 
Entering Unmasked Estep 
Score: -21618734.000000 Penalty: 5868.760742
	Iteration 117Q: 3 clusters Score -2.161873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 136613 members 
Entering Unmasked Estep 
Score: -21618726.000000 Penalty: 5868.760742
	Iteration 118Q: 3 clusters Score -2.161873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 136613 members 
Entering Unmasked Estep 
Score: -21618730.000000 Penalty: 5868.760742
	Iteration 119Q: 3 clusters Score -2.161873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 136616 members 
Entering Unmasked Estep 
Score: -21618746.000000 Penalty: 5868.760742
	Iteration 120F: 3 clusters Score -2.161875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -21618740.000000 Penalty: 5868.760742
	Iteration 121Q: 3 clusters Score -2.161874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 136615 members 
Entering Unmasked Estep 
Score: -21618740.000000 Penalty: 5868.760742
	Iteration 122F: 3 clusters Score -2.161874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Entering Unmasked Estep 
Score: -2025085.750000 Penalty: 2352.716309
	Iteration 0F: 2 clusters Score -2025086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2015378.625000 Penalty: 4705.432617
	Iteration 0F: 3 clusters Score -2015379 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2018719.250000 Penalty: 4705.432617
	Iteration 1F: 3 clusters Score -2018719 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2019397.000000 Penalty: 4705.432617
	Iteration 2F: 3 clusters Score -2019397 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2020040.125000 Penalty: 4705.432617
	Iteration 3F: 3 clusters Score -2020040 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2020703.000000 Penalty: 4705.432617
	Iteration 4F: 3 clusters Score -2020703 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2021388.875000 Penalty: 4705.432617
	Iteration 5F: 3 clusters Score -2021389 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2022040.875000 Penalty: 4705.432617
	Iteration 6F: 3 clusters Score -2022041 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2022666.500000 Penalty: 4705.432617
	Iteration 7F: 3 clusters Score -2022666 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2023161.875000 Penalty: 4705.432617
	Iteration 8Q: 3 clusters Score -2023162 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2023515.375000 Penalty: 4705.432617
	Iteration 9Q: 3 clusters Score -2023515 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2023767.625000 Penalty: 4705.432617
	Iteration 10Q: 3 clusters Score -2023768 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -2023922.375000 Penalty: 4705.432617
	Iteration 11Q: 3 clusters Score -2023922 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2024026.375000 Penalty: 4705.432617
	Iteration 12Q: 3 clusters Score -2024026 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2024096.000000 Penalty: 4705.432617
	Iteration 13Q: 3 clusters Score -2024096 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2024144.500000 Penalty: 4705.432617
	Iteration 14Q: 3 clusters Score -2024144 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2024184.375000 Penalty: 4705.432617
	Iteration 15Q: 3 clusters Score -2024184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2024212.375000 Penalty: 4705.432617
	Iteration 16Q: 3 clusters Score -2024212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2024238.125000 Penalty: 4705.432617
	Iteration 17Q: 3 clusters Score -2024238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2024260.875000 Penalty: 4705.432617
	Iteration 18Q: 3 clusters Score -2024261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2024272.500000 Penalty: 4705.432617
	Iteration 19Q: 3 clusters Score -2024272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2024281.250000 Penalty: 4705.432617
	Iteration 20F: 3 clusters Score -2024281 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2024293.250000 Penalty: 4705.432617
	Iteration 21Q: 3 clusters Score -2024293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2024305.625000 Penalty: 4705.432617
	Iteration 22Q: 3 clusters Score -2024306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2024312.000000 Penalty: 4705.432617
	Iteration 23Q: 3 clusters Score -2024312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2024320.625000 Penalty: 4705.432617
	Iteration 24Q: 3 clusters Score -2024321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2024324.875000 Penalty: 4705.432617
	Iteration 25Q: 3 clusters Score -2024325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2024325.875000 Penalty: 4705.432617
	Iteration 26Q: 3 clusters Score -2024326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2024333.125000 Penalty: 4705.432617
	Iteration 27Q: 3 clusters Score -2024333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2024343.375000 Penalty: 4705.432617
	Iteration 28Q: 3 clusters Score -2024343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2024352.750000 Penalty: 4705.432617
	Iteration 29Q: 3 clusters Score -2024353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2024355.375000 Penalty: 4705.432617
	Iteration 30Q: 3 clusters Score -2024355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2024364.750000 Penalty: 4705.432617
	Iteration 31Q: 3 clusters Score -2024365 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2024381.250000 Penalty: 4705.432617
	Iteration 32Q: 3 clusters Score -2024381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2024391.250000 Penalty: 4705.432617
	Iteration 33Q: 3 clusters Score -2024391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2024402.000000 Penalty: 4705.432617
	Iteration 34Q: 3 clusters Score -2024402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2024424.500000 Penalty: 4705.432617
	Iteration 35Q: 3 clusters Score -2024424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2024439.250000 Penalty: 4705.432617
	Iteration 36Q: 3 clusters Score -2024439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2024444.125000 Penalty: 4705.432617
	Iteration 37Q: 3 clusters Score -2024444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2024465.375000 Penalty: 4705.432617
	Iteration 38Q: 3 clusters Score -2024465 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2024485.500000 Penalty: 4705.432617
	Iteration 39Q: 3 clusters Score -2024486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2024493.375000 Penalty: 4705.432617
	Iteration 40F: 3 clusters Score -2024493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2024502.875000 Penalty: 4705.432617
	Iteration 41Q: 3 clusters Score -2024503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2024503.000000 Penalty: 4705.432617
	Iteration 42Q: 3 clusters Score -2024503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2024513.375000 Penalty: 4705.432617
	Iteration 43Q: 3 clusters Score -2024513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2024521.375000 Penalty: 4705.432617
	Iteration 44Q: 3 clusters Score -2024521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2024521.250000 Penalty: 4705.432617
	Iteration 45Q: 3 clusters Score -2024521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2024525.375000 Penalty: 4705.432617
	Iteration 46Q: 3 clusters Score -2024525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2024538.625000 Penalty: 4705.432617
	Iteration 47Q: 3 clusters Score -2024539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2024536.875000 Penalty: 4705.432617
	Iteration 48Q: 3 clusters Score -2024537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2024539.000000 Penalty: 4705.432617
	Iteration 49Q: 3 clusters Score -2024539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2024539.875000 Penalty: 4705.432617
	Iteration 50Q: 3 clusters Score -2024540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2024542.000000 Penalty: 4705.432617
	Iteration 51Q: 3 clusters Score -2024542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2024542.375000 Penalty: 4705.432617
	Iteration 52Q: 3 clusters Score -2024542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2024540.750000 Penalty: 4705.432617
	Iteration 53Q: 3 clusters Score -2024541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2024540.875000 Penalty: 4705.432617
	Iteration 54Q: 3 clusters Score -2024541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2024540.375000 Penalty: 4705.432617
	Iteration 55Q: 3 clusters Score -2024540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2024541.500000 Penalty: 4705.432617
	Iteration 56Q: 3 clusters Score -2024542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2024549.750000 Penalty: 4705.432617
	Iteration 57Q: 3 clusters Score -2024550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2024549.250000 Penalty: 4705.432617
	Iteration 58Q: 3 clusters Score -2024549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2024551.500000 Penalty: 4705.432617
	Iteration 59Q: 3 clusters Score -2024552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2024553.375000 Penalty: 4705.432617
	Iteration 60F: 3 clusters Score -2024553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2024553.750000 Penalty: 4705.432617
	Iteration 61Q: 3 clusters Score -2024554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2024552.875000 Penalty: 4705.432617
	Iteration 62Q: 3 clusters Score -2024553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2024552.000000 Penalty: 4705.432617
	Iteration 63Q: 3 clusters Score -2024552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2024553.000000 Penalty: 4705.432617
	Iteration 64Q: 3 clusters Score -2024553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2024553.000000 Penalty: 4705.432617
	Iteration 65F: 3 clusters Score -2024553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -98053.695312 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -98053.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -96372.351562 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -96372.35 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96704.539062 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -96704.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -96836.960938 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -96836.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -96974.140625 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -96974.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -97189.601562 Penalty: 3250.750977
	Iteration 4F: 3 clusters Score -97189.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97429.710938 Penalty: 3250.750977
	Iteration 5F: 3 clusters Score -97429.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -97757.375000 Penalty: 3250.750977
	Iteration 6F: 3 clusters Score -97757.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -97833.773438 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -97833.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -97878.507812 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -97878.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -97927.726562 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -97927.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -97943.492188 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -97943.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -97956.078125 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -97956.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -97959.750000 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -97959.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -97961.257812 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -97961.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -97961.257812 Penalty: 3250.750977
	Iteration 14F: 3 clusters Score -97961.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -141826.421875 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -141826.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139899.312500 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -139899.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -140453.000000 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -140453 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -140678.015625 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -140678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -140829.140625 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -140829.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -141031.984375 Penalty: 3468.535645
	Iteration 4F: 3 clusters Score -141032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -141225.921875 Penalty: 3468.535645
	Iteration 5F: 3 clusters Score -141225.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -141424.609375 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -141424.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -141647.156250 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -141647.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141823.421875 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -141823.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -141938.953125 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -141939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142009.406250 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -142009.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -142032.953125 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -142033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142058.921875 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -142058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -142073.171875 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -142073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142080.515625 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -142080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -142082.843750 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -142082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -142083.968750 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -142084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -142086.718750 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -142086.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -142091.078125 Penalty: 3468.535645
	Iteration 18F: 3 clusters Score -142091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -142097.859375 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -142097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142102.031250 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -142102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -142113.281250 Penalty: 3468.535645
	Iteration 21Q: 3 clusters Score -142113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -142116.640625 Penalty: 3468.535645
	Iteration 22Q: 3 clusters Score -142116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -142120.234375 Penalty: 3468.535645
	Iteration 23Q: 3 clusters Score -142120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142122.812500 Penalty: 3468.535645
	Iteration 24Q: 3 clusters Score -142122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -142122.812500 Penalty: 3468.535645
	Iteration 25F: 3 clusters Score -142122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128552 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137610 members 
Mstep: Class 17 contains 13184 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 582 members 
Mstep: Class 20 contains 19296 members 
Mstep: Class 21 contains 33947 members 
Mstep: Class 22 contains 6599 members 
Mstep: Class 23 contains 94341 members 
Mstep: Class 24 contains 42648 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9446 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 14380 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 507 members 
Entering Unmasked Estep 
Score: -86715648.000000 Penalty: 118243.585938
Splitting cluster 19 changes total score from -86716824.000000 to -86715648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (19296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Entering Unmasked Estep 
Score: -3017118.500000 Penalty: 2447.177979
	Iteration 0F: 2 clusters Score -3017118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -3003487.250000 Penalty: 4894.355957
	Iteration 0F: 3 clusters Score -3003487 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -3008125.250000 Penalty: 4894.355957
	Iteration 1F: 3 clusters Score -3008125 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3008491.250000 Penalty: 4894.355957
	Iteration 2F: 3 clusters Score -3008491 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3008755.750000 Penalty: 4894.355957
	Iteration 3Q: 3 clusters Score -3008756 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3008994.750000 Penalty: 4894.355957
	Iteration 4Q: 3 clusters Score -3008995 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3009189.250000 Penalty: 4894.355957
	Iteration 5Q: 3 clusters Score -3009189 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3009418.750000 Penalty: 4894.355957
	Iteration 6Q: 3 clusters Score -3009419 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3009671.250000 Penalty: 4894.355957
	Iteration 7Q: 3 clusters Score -3009671 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3009998.000000 Penalty: 4894.355957
	Iteration 8Q: 3 clusters Score -3009998 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3010338.500000 Penalty: 4894.355957
	Iteration 9Q: 3 clusters Score -3010338 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3010704.500000 Penalty: 4894.355957
	Iteration 10Q: 3 clusters Score -3010704 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3011143.000000 Penalty: 4894.355957
	Iteration 11Q: 3 clusters Score -3011143 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3011669.000000 Penalty: 4894.355957
	Iteration 12Q: 3 clusters Score -3011669 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -3012305.500000 Penalty: 4894.355957
	Iteration 13Q: 3 clusters Score -3012306 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3012977.000000 Penalty: 4894.355957
	Iteration 14F: 3 clusters Score -3012977 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3013571.000000 Penalty: 4894.355957
	Iteration 15Q: 3 clusters Score -3013571 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3014108.000000 Penalty: 4894.355957
	Iteration 16Q: 3 clusters Score -3014108 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3014567.500000 Penalty: 4894.355957
	Iteration 17Q: 3 clusters Score -3014568 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3014964.750000 Penalty: 4894.355957
	Iteration 18Q: 3 clusters Score -3014965 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3015278.750000 Penalty: 4894.355957
	Iteration 19Q: 3 clusters Score -3015279 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3015530.750000 Penalty: 4894.355957
	Iteration 20F: 3 clusters Score -3015531 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3015738.750000 Penalty: 4894.355957
	Iteration 21Q: 3 clusters Score -3015739 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3015894.250000 Penalty: 4894.355957
	Iteration 22Q: 3 clusters Score -3015894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3016022.500000 Penalty: 4894.355957
	Iteration 23Q: 3 clusters Score -3016022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3016106.250000 Penalty: 4894.355957
	Iteration 24Q: 3 clusters Score -3016106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3016150.000000 Penalty: 4894.355957
	Iteration 25Q: 3 clusters Score -3016150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3016186.750000 Penalty: 4894.355957
	Iteration 26Q: 3 clusters Score -3016187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3016206.750000 Penalty: 4894.355957
	Iteration 27Q: 3 clusters Score -3016207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3016227.250000 Penalty: 4894.355957
	Iteration 28Q: 3 clusters Score -3016227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3016242.000000 Penalty: 4894.355957
	Iteration 29Q: 3 clusters Score -3016242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3016248.250000 Penalty: 4894.355957
	Iteration 30Q: 3 clusters Score -3016248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3016251.250000 Penalty: 4894.355957
	Iteration 31Q: 3 clusters Score -3016251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3016258.250000 Penalty: 4894.355957
	Iteration 32Q: 3 clusters Score -3016258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3016254.500000 Penalty: 4894.355957
	Iteration 33Q: 3 clusters Score -3016254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3016256.250000 Penalty: 4894.355957
	Iteration 34Q: 3 clusters Score -3016256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3016265.500000 Penalty: 4894.355957
	Iteration 35Q: 3 clusters Score -3016266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3016269.750000 Penalty: 4894.355957
	Iteration 36Q: 3 clusters Score -3016270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3016273.500000 Penalty: 4894.355957
	Iteration 37Q: 3 clusters Score -3016274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3016270.250000 Penalty: 4894.355957
	Iteration 38Q: 3 clusters Score -3016270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3016270.250000 Penalty: 4894.355957
	Iteration 39Q: 3 clusters Score -3016270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3016277.500000 Penalty: 4894.355957
	Iteration 40F: 3 clusters Score -3016278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3016277.750000 Penalty: 4894.355957
	Iteration 41Q: 3 clusters Score -3016278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3016278.250000 Penalty: 4894.355957
	Iteration 42Q: 3 clusters Score -3016278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3016278.750000 Penalty: 4894.355957
	Iteration 43Q: 3 clusters Score -3016279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3016285.750000 Penalty: 4894.355957
	Iteration 44Q: 3 clusters Score -3016286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3016283.750000 Penalty: 4894.355957
	Iteration 45Q: 3 clusters Score -3016284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3016286.500000 Penalty: 4894.355957
	Iteration 46Q: 3 clusters Score -3016286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3016290.750000 Penalty: 4894.355957
	Iteration 47Q: 3 clusters Score -3016291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3016294.500000 Penalty: 4894.355957
	Iteration 48Q: 3 clusters Score -3016294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3016294.250000 Penalty: 4894.355957
	Iteration 49Q: 3 clusters Score -3016294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3016292.500000 Penalty: 4894.355957
	Iteration 50Q: 3 clusters Score -3016292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3016291.750000 Penalty: 4894.355957
	Iteration 51Q: 3 clusters Score -3016292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3016288.250000 Penalty: 4894.355957
	Iteration 52Q: 3 clusters Score -3016288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3016290.000000 Penalty: 4894.355957
	Iteration 53Q: 3 clusters Score -3016290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3016291.250000 Penalty: 4894.355957
	Iteration 54Q: 3 clusters Score -3016291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3016291.250000 Penalty: 4894.355957
	Iteration 55F: 3 clusters Score -3016291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Entering Unmasked Estep 
Score: -5262646.500000 Penalty: 2587.273926
	Iteration 0F: 2 clusters Score -5262646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5239484.000000 Penalty: 5174.547852
	Iteration 0F: 3 clusters Score -5239484 nChanged 15397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -5247873.000000 Penalty: 5174.547852
	Iteration 1F: 3 clusters Score -5247873 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5248456.000000 Penalty: 5174.547852
	Iteration 2Q: 3 clusters Score -5248456 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -5249005.000000 Penalty: 5174.547852
	Iteration 3Q: 3 clusters Score -5249005 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -5249577.000000 Penalty: 5174.547852
	Iteration 4Q: 3 clusters Score -5249577 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -5250147.000000 Penalty: 5174.547852
	Iteration 5Q: 3 clusters Score -5250147 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -5250746.000000 Penalty: 5174.547852
	Iteration 6Q: 3 clusters Score -5250746 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -5251381.000000 Penalty: 5174.547852
	Iteration 7Q: 3 clusters Score -5251381 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -5252015.000000 Penalty: 5174.547852
	Iteration 8Q: 3 clusters Score -5252015 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5252559.500000 Penalty: 5174.547852
	Iteration 9Q: 3 clusters Score -5252560 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -5253066.000000 Penalty: 5174.547852
	Iteration 10Q: 3 clusters Score -5253066 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -5253521.500000 Penalty: 5174.547852
	Iteration 11Q: 3 clusters Score -5253522 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -5253859.000000 Penalty: 5174.547852
	Iteration 12Q: 3 clusters Score -5253859 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -5254136.500000 Penalty: 5174.547852
	Iteration 13Q: 3 clusters Score -5254136 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5254383.500000 Penalty: 5174.547852
	Iteration 14Q: 3 clusters Score -5254384 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5254633.500000 Penalty: 5174.547852
	Iteration 15Q: 3 clusters Score -5254634 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5254851.000000 Penalty: 5174.547852
	Iteration 16Q: 3 clusters Score -5254851 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5255050.000000 Penalty: 5174.547852
	Iteration 17Q: 3 clusters Score -5255050 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5255277.500000 Penalty: 5174.547852
	Iteration 18Q: 3 clusters Score -5255278 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5255521.000000 Penalty: 5174.547852
	Iteration 19Q: 3 clusters Score -5255521 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -5255817.000000 Penalty: 5174.547852
	Iteration 20F: 3 clusters Score -5255817 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -5256116.500000 Penalty: 5174.547852
	Iteration 21Q: 3 clusters Score -5256116 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -5256458.500000 Penalty: 5174.547852
	Iteration 22Q: 3 clusters Score -5256458 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -5256821.500000 Penalty: 5174.547852
	Iteration 23Q: 3 clusters Score -5256822 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -5257258.000000 Penalty: 5174.547852
	Iteration 24Q: 3 clusters Score -5257258 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5257657.500000 Penalty: 5174.547852
	Iteration 25Q: 3 clusters Score -5257658 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -5258062.500000 Penalty: 5174.547852
	Iteration 26Q: 3 clusters Score -5258062 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -5258437.000000 Penalty: 5174.547852
	Iteration 27Q: 3 clusters Score -5258437 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -5258793.500000 Penalty: 5174.547852
	Iteration 28Q: 3 clusters Score -5258794 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5259129.500000 Penalty: 5174.547852
	Iteration 29Q: 3 clusters Score -5259130 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -5259410.500000 Penalty: 5174.547852
	Iteration 30Q: 3 clusters Score -5259410 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -5259622.000000 Penalty: 5174.547852
	Iteration 31Q: 3 clusters Score -5259622 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -5259796.500000 Penalty: 5174.547852
	Iteration 32Q: 3 clusters Score -5259796 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -5259918.000000 Penalty: 5174.547852
	Iteration 33Q: 3 clusters Score -5259918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -5260012.500000 Penalty: 5174.547852
	Iteration 34Q: 3 clusters Score -5260012 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -5260103.000000 Penalty: 5174.547852
	Iteration 35Q: 3 clusters Score -5260103 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -5260191.500000 Penalty: 5174.547852
	Iteration 36Q: 3 clusters Score -5260192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -5260241.000000 Penalty: 5174.547852
	Iteration 37Q: 3 clusters Score -5260241 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -5260294.000000 Penalty: 5174.547852
	Iteration 38Q: 3 clusters Score -5260294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -5260330.000000 Penalty: 5174.547852
	Iteration 39Q: 3 clusters Score -5260330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -5260363.500000 Penalty: 5174.547852
	Iteration 40F: 3 clusters Score -5260364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -5260384.000000 Penalty: 5174.547852
	Iteration 41Q: 3 clusters Score -5260384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -5260407.000000 Penalty: 5174.547852
	Iteration 42Q: 3 clusters Score -5260407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -5260429.500000 Penalty: 5174.547852
	Iteration 43Q: 3 clusters Score -5260430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -5260449.000000 Penalty: 5174.547852
	Iteration 44Q: 3 clusters Score -5260449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5260463.000000 Penalty: 5174.547852
	Iteration 45Q: 3 clusters Score -5260463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -5260467.000000 Penalty: 5174.547852
	Iteration 46Q: 3 clusters Score -5260467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -5260485.500000 Penalty: 5174.547852
	Iteration 47Q: 3 clusters Score -5260486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -5260486.500000 Penalty: 5174.547852
	Iteration 48Q: 3 clusters Score -5260486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -5260489.000000 Penalty: 5174.547852
	Iteration 49Q: 3 clusters Score -5260489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -5260495.000000 Penalty: 5174.547852
	Iteration 50Q: 3 clusters Score -5260495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5260504.500000 Penalty: 5174.547852
	Iteration 51Q: 3 clusters Score -5260504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -5260509.000000 Penalty: 5174.547852
	Iteration 52Q: 3 clusters Score -5260509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -5260503.500000 Penalty: 5174.547852
	Iteration 53Q: 3 clusters Score -5260504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5260508.500000 Penalty: 5174.547852
	Iteration 54Q: 3 clusters Score -5260508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -5260514.500000 Penalty: 5174.547852
	Iteration 55Q: 3 clusters Score -5260514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -5260516.500000 Penalty: 5174.547852
	Iteration 56Q: 3 clusters Score -5260516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -5260520.000000 Penalty: 5174.547852
	Iteration 57Q: 3 clusters Score -5260520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -5260520.500000 Penalty: 5174.547852
	Iteration 58Q: 3 clusters Score -5260520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -5260522.000000 Penalty: 5174.547852
	Iteration 59Q: 3 clusters Score -5260522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -5260521.500000 Penalty: 5174.547852
	Iteration 60F: 3 clusters Score -5260522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -5260527.000000 Penalty: 5174.547852
	Iteration 61Q: 3 clusters Score -5260527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -5260528.000000 Penalty: 5174.547852
	Iteration 62Q: 3 clusters Score -5260528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -5260527.000000 Penalty: 5174.547852
	Iteration 63Q: 3 clusters Score -5260527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -5260527.000000 Penalty: 5174.547852
	Iteration 64Q: 3 clusters Score -5260527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -5260524.500000 Penalty: 5174.547852
	Iteration 65Q: 3 clusters Score -5260524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -5260530.500000 Penalty: 5174.547852
	Iteration 66Q: 3 clusters Score -5260530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -5260527.000000 Penalty: 5174.547852
	Iteration 67Q: 3 clusters Score -5260527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -5260527.000000 Penalty: 5174.547852
	Iteration 68F: 3 clusters Score -5260527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Entering Unmasked Estep 
Score: -984590.937500 Penalty: 2181.078857
	Iteration 0F: 2 clusters Score -984590.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -979080.812500 Penalty: 4362.157715
	Iteration 0F: 3 clusters Score -979080.8 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -980547.125000 Penalty: 4362.157715
	Iteration 1F: 3 clusters Score -980547.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -980920.937500 Penalty: 4362.157715
	Iteration 2F: 3 clusters Score -980920.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -981258.500000 Penalty: 4362.157715
	Iteration 3F: 3 clusters Score -981258.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -981509.500000 Penalty: 4362.157715
	Iteration 4F: 3 clusters Score -981509.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -981733.125000 Penalty: 4362.157715
	Iteration 5Q: 3 clusters Score -981733.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -981912.750000 Penalty: 4362.157715
	Iteration 6Q: 3 clusters Score -981912.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -982091.000000 Penalty: 4362.157715
	Iteration 7Q: 3 clusters Score -982091 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -982262.625000 Penalty: 4362.157715
	Iteration 8Q: 3 clusters Score -982262.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -982410.062500 Penalty: 4362.157715
	Iteration 9Q: 3 clusters Score -982410.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -982524.625000 Penalty: 4362.157715
	Iteration 10Q: 3 clusters Score -982524.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -982630.375000 Penalty: 4362.157715
	Iteration 11Q: 3 clusters Score -982630.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -982742.437500 Penalty: 4362.157715
	Iteration 12Q: 3 clusters Score -982742.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -982892.562500 Penalty: 4362.157715
	Iteration 13Q: 3 clusters Score -982892.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -983047.625000 Penalty: 4362.157715
	Iteration 14Q: 3 clusters Score -983047.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -983201.312500 Penalty: 4362.157715
	Iteration 15Q: 3 clusters Score -983201.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -983345.875000 Penalty: 4362.157715
	Iteration 16Q: 3 clusters Score -983345.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -983475.812500 Penalty: 4362.157715
	Iteration 17Q: 3 clusters Score -983475.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -983609.187500 Penalty: 4362.157715
	Iteration 18Q: 3 clusters Score -983609.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -983748.187500 Penalty: 4362.157715
	Iteration 19Q: 3 clusters Score -983748.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -983865.375000 Penalty: 4362.157715
	Iteration 20F: 3 clusters Score -983865.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -983968.500000 Penalty: 4362.157715
	Iteration 21Q: 3 clusters Score -983968.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -984048.937500 Penalty: 4362.157715
	Iteration 22Q: 3 clusters Score -984048.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -984113.500000 Penalty: 4362.157715
	Iteration 23Q: 3 clusters Score -984113.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -984172.687500 Penalty: 4362.157715
	Iteration 24Q: 3 clusters Score -984172.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -984212.000000 Penalty: 4362.157715
	Iteration 25Q: 3 clusters Score -984212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -984246.250000 Penalty: 4362.157715
	Iteration 26Q: 3 clusters Score -984246.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -984270.375000 Penalty: 4362.157715
	Iteration 27Q: 3 clusters Score -984270.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -984282.375000 Penalty: 4362.157715
	Iteration 28Q: 3 clusters Score -984282.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -984299.375000 Penalty: 4362.157715
	Iteration 29Q: 3 clusters Score -984299.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -984314.375000 Penalty: 4362.157715
	Iteration 30Q: 3 clusters Score -984314.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -984328.625000 Penalty: 4362.157715
	Iteration 31Q: 3 clusters Score -984328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -984334.562500 Penalty: 4362.157715
	Iteration 32Q: 3 clusters Score -984334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -984338.875000 Penalty: 4362.157715
	Iteration 33Q: 3 clusters Score -984338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -984343.250000 Penalty: 4362.157715
	Iteration 34Q: 3 clusters Score -984343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -984345.125000 Penalty: 4362.157715
	Iteration 35Q: 3 clusters Score -984345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -984346.000000 Penalty: 4362.157715
	Iteration 36Q: 3 clusters Score -984346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -984346.625000 Penalty: 4362.157715
	Iteration 37Q: 3 clusters Score -984346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -984346.312500 Penalty: 4362.157715
	Iteration 38Q: 3 clusters Score -984346.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -984347.875000 Penalty: 4362.157715
	Iteration 39Q: 3 clusters Score -984347.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -984347.875000 Penalty: 4362.157715
	Iteration 40F: 3 clusters Score -984347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (94341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94341 members 
Entering Unmasked Estep 
Score: -14893477.000000 Penalty: 2840.758301
	Iteration 0F: 2 clusters Score -1.489348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -14831423.000000 Penalty: 5681.516602
	Iteration 0F: 3 clusters Score -1.483142e+07 nChanged 44448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -14856725.000000 Penalty: 5681.516602
	Iteration 1F: 3 clusters Score -1.485672e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -14857582.000000 Penalty: 5681.516602
	Iteration 2Q: 3 clusters Score -1.485758e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -14858543.000000 Penalty: 5681.516602
	Iteration 3Q: 3 clusters Score -1.485854e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -14859737.000000 Penalty: 5681.516602
	Iteration 4Q: 3 clusters Score -1.485974e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -14861272.000000 Penalty: 5681.516602
	Iteration 5Q: 3 clusters Score -1.486127e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -14863486.000000 Penalty: 5681.516602
	Iteration 6Q: 3 clusters Score -1.486349e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -14866381.000000 Penalty: 5681.516602
	Iteration 7F: 3 clusters Score -1.486638e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -14870186.000000 Penalty: 5681.516602
	Iteration 8F: 3 clusters Score -1.487019e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -14874335.000000 Penalty: 5681.516602
	Iteration 9F: 3 clusters Score -1.487434e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -14877496.000000 Penalty: 5681.516602
	Iteration 10F: 3 clusters Score -1.48775e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -14879411.000000 Penalty: 5681.516602
	Iteration 11Q: 3 clusters Score -1.487941e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -14880290.000000 Penalty: 5681.516602
	Iteration 12Q: 3 clusters Score -1.488029e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 61449 members 
Entering Unmasked Estep 
Score: -14880832.000000 Penalty: 5681.516602
	Iteration 13Q: 3 clusters Score -1.488083e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -14881202.000000 Penalty: 5681.516602
	Iteration 14Q: 3 clusters Score -1.48812e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -14881601.000000 Penalty: 5681.516602
	Iteration 15Q: 3 clusters Score -1.48816e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 64104 members 
Entering Unmasked Estep 
Score: -14881827.000000 Penalty: 5681.516602
	Iteration 16Q: 3 clusters Score -1.488183e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -14882144.000000 Penalty: 5681.516602
	Iteration 17Q: 3 clusters Score -1.488214e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -14882440.000000 Penalty: 5681.516602
	Iteration 18Q: 3 clusters Score -1.488244e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -14882713.000000 Penalty: 5681.516602
	Iteration 19Q: 3 clusters Score -1.488271e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -14883052.000000 Penalty: 5681.516602
	Iteration 20F: 3 clusters Score -1.488305e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -14883297.000000 Penalty: 5681.516602
	Iteration 21Q: 3 clusters Score -1.48833e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -14883605.000000 Penalty: 5681.516602
	Iteration 22Q: 3 clusters Score -1.48836e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -14883890.000000 Penalty: 5681.516602
	Iteration 23Q: 3 clusters Score -1.488389e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -14884117.000000 Penalty: 5681.516602
	Iteration 24Q: 3 clusters Score -1.488412e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -14884394.000000 Penalty: 5681.516602
	Iteration 25Q: 3 clusters Score -1.488439e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -14884643.000000 Penalty: 5681.516602
	Iteration 26Q: 3 clusters Score -1.488464e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -14884930.000000 Penalty: 5681.516602
	Iteration 27Q: 3 clusters Score -1.488493e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -14885247.000000 Penalty: 5681.516602
	Iteration 28Q: 3 clusters Score -1.488525e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 77139 members 
Entering Unmasked Estep 
Score: -14885717.000000 Penalty: 5681.516602
	Iteration 29Q: 3 clusters Score -1.488572e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -14886215.000000 Penalty: 5681.516602
	Iteration 30Q: 3 clusters Score -1.488622e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -14886579.000000 Penalty: 5681.516602
	Iteration 31Q: 3 clusters Score -1.488658e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
Score: -14886950.000000 Penalty: 5681.516602
	Iteration 32Q: 3 clusters Score -1.488695e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -14887356.000000 Penalty: 5681.516602
	Iteration 33Q: 3 clusters Score -1.488736e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -14887729.000000 Penalty: 5681.516602
	Iteration 34Q: 3 clusters Score -1.488773e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -14888204.000000 Penalty: 5681.516602
	Iteration 35Q: 3 clusters Score -1.48882e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -14888596.000000 Penalty: 5681.516602
	Iteration 36Q: 3 clusters Score -1.48886e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 85728 members 
Entering Unmasked Estep 
Score: -14889000.000000 Penalty: 5681.516602
	Iteration 37Q: 3 clusters Score -1.4889e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -14889442.000000 Penalty: 5681.516602
	Iteration 38Q: 3 clusters Score -1.488944e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -14889804.000000 Penalty: 5681.516602
	Iteration 39Q: 3 clusters Score -1.48898e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -14890104.000000 Penalty: 5681.516602
	Iteration 40F: 3 clusters Score -1.48901e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -14890311.000000 Penalty: 5681.516602
	Iteration 41Q: 3 clusters Score -1.489031e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -14890476.000000 Penalty: 5681.516602
	Iteration 42Q: 3 clusters Score -1.489048e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -14890656.000000 Penalty: 5681.516602
	Iteration 43Q: 3 clusters Score -1.489066e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 89557 members 
Entering Unmasked Estep 
Score: -14890764.000000 Penalty: 5681.516602
	Iteration 44Q: 3 clusters Score -1.489076e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -14890871.000000 Penalty: 5681.516602
	Iteration 45Q: 3 clusters Score -1.489087e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 90045 members 
Entering Unmasked Estep 
Score: -14890944.000000 Penalty: 5681.516602
	Iteration 46Q: 3 clusters Score -1.489094e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -14891011.000000 Penalty: 5681.516602
	Iteration 47Q: 3 clusters Score -1.489101e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -14891068.000000 Penalty: 5681.516602
	Iteration 48Q: 3 clusters Score -1.489107e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -14891111.000000 Penalty: 5681.516602
	Iteration 49Q: 3 clusters Score -1.489111e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -14891169.000000 Penalty: 5681.516602
	Iteration 50Q: 3 clusters Score -1.489117e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -14891180.000000 Penalty: 5681.516602
	Iteration 51Q: 3 clusters Score -1.489118e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -14891191.000000 Penalty: 5681.516602
	Iteration 52Q: 3 clusters Score -1.489119e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -14891223.000000 Penalty: 5681.516602
	Iteration 53Q: 3 clusters Score -1.489122e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -14891271.000000 Penalty: 5681.516602
	Iteration 54Q: 3 clusters Score -1.489127e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -14891306.000000 Penalty: 5681.516602
	Iteration 55Q: 3 clusters Score -1.489131e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -14891309.000000 Penalty: 5681.516602
	Iteration 56Q: 3 clusters Score -1.489131e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -14891337.000000 Penalty: 5681.516602
	Iteration 57Q: 3 clusters Score -1.489134e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -14891361.000000 Penalty: 5681.516602
	Iteration 58Q: 3 clusters Score -1.489136e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 91639 members 
Entering Unmasked Estep 
Score: -14891355.000000 Penalty: 5681.516602
	Iteration 59Q: 3 clusters Score -1.489136e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 91696 members 
Entering Unmasked Estep 
Score: -14891361.000000 Penalty: 5681.516602
	Iteration 60F: 3 clusters Score -1.489136e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -14891387.000000 Penalty: 5681.516602
	Iteration 61Q: 3 clusters Score -1.489139e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 91810 members 
Entering Unmasked Estep 
Score: -14891407.000000 Penalty: 5681.516602
	Iteration 62Q: 3 clusters Score -1.489141e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -14891387.000000 Penalty: 5681.516602
	Iteration 63Q: 3 clusters Score -1.489139e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 91917 members 
Entering Unmasked Estep 
Score: -14891412.000000 Penalty: 5681.516602
	Iteration 64Q: 3 clusters Score -1.489141e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 91967 members 
Entering Unmasked Estep 
Score: -14891404.000000 Penalty: 5681.516602
	Iteration 65Q: 3 clusters Score -1.48914e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -14891404.000000 Penalty: 5681.516602
	Iteration 66Q: 3 clusters Score -1.48914e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -14891397.000000 Penalty: 5681.516602
	Iteration 67Q: 3 clusters Score -1.48914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -14891389.000000 Penalty: 5681.516602
	Iteration 68Q: 3 clusters Score -1.489139e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -14891415.000000 Penalty: 5681.516602
	Iteration 69Q: 3 clusters Score -1.489142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -14891420.000000 Penalty: 5681.516602
	Iteration 70Q: 3 clusters Score -1.489142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -14891428.000000 Penalty: 5681.516602
	Iteration 71Q: 3 clusters Score -1.489143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 92158 members 
Entering Unmasked Estep 
Score: -14891426.000000 Penalty: 5681.516602
	Iteration 72Q: 3 clusters Score -1.489143e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -14891439.000000 Penalty: 5681.516602
	Iteration 73Q: 3 clusters Score -1.489144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -14891440.000000 Penalty: 5681.516602
	Iteration 74Q: 3 clusters Score -1.489144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -14891443.000000 Penalty: 5681.516602
	Iteration 75Q: 3 clusters Score -1.489144e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 92258 members 
Entering Unmasked Estep 
Score: -14891445.000000 Penalty: 5681.516602
	Iteration 76Q: 3 clusters Score -1.489144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -14891434.000000 Penalty: 5681.516602
	Iteration 77Q: 3 clusters Score -1.489143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 92285 members 
Entering Unmasked Estep 
Score: -14891444.000000 Penalty: 5681.516602
	Iteration 78Q: 3 clusters Score -1.489144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -14891448.000000 Penalty: 5681.516602
	Iteration 79Q: 3 clusters Score -1.489145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -14891446.000000 Penalty: 5681.516602
	Iteration 80F: 3 clusters Score -1.489145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -14891445.000000 Penalty: 5681.516602
	Iteration 81Q: 3 clusters Score -1.489144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -14891462.000000 Penalty: 5681.516602
	Iteration 82Q: 3 clusters Score -1.489146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 92326 members 
Entering Unmasked Estep 
Score: -14891458.000000 Penalty: 5681.516602
	Iteration 83Q: 3 clusters Score -1.489146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 92341 members 
Entering Unmasked Estep 
Score: -14891462.000000 Penalty: 5681.516602
	Iteration 84Q: 3 clusters Score -1.489146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -14891466.000000 Penalty: 5681.516602
	Iteration 85Q: 3 clusters Score -1.489147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -14891477.000000 Penalty: 5681.516602
	Iteration 86Q: 3 clusters Score -1.489148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -14891479.000000 Penalty: 5681.516602
	Iteration 87Q: 3 clusters Score -1.489148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -14891469.000000 Penalty: 5681.516602
	Iteration 88Q: 3 clusters Score -1.489147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -14891476.000000 Penalty: 5681.516602
	Iteration 89Q: 3 clusters Score -1.489148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 92412 members 
Entering Unmasked Estep 
Score: -14891475.000000 Penalty: 5681.516602
	Iteration 90Q: 3 clusters Score -1.489148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -14891486.000000 Penalty: 5681.516602
	Iteration 91Q: 3 clusters Score -1.489149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -14891483.000000 Penalty: 5681.516602
	Iteration 92Q: 3 clusters Score -1.489148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -14891489.000000 Penalty: 5681.516602
	Iteration 93Q: 3 clusters Score -1.489149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -14891485.000000 Penalty: 5681.516602
	Iteration 94Q: 3 clusters Score -1.489148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -14891486.000000 Penalty: 5681.516602
	Iteration 95Q: 3 clusters Score -1.489149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -14891489.000000 Penalty: 5681.516602
	Iteration 96Q: 3 clusters Score -1.489149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -14891490.000000 Penalty: 5681.516602
	Iteration 97Q: 3 clusters Score -1.489149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 92432 members 
Entering Unmasked Estep 
Score: -14891490.000000 Penalty: 5681.516602
	Iteration 98F: 3 clusters Score -1.489149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Entering Unmasked Estep 
Score: -6615038.000000 Penalty: 2643.862549
	Iteration 0F: 2 clusters Score -6615038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -6586204.500000 Penalty: 5287.725098
	Iteration 0F: 3 clusters Score -6586204 nChanged 19500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -6596793.000000 Penalty: 5287.725098
	Iteration 1F: 3 clusters Score -6596793 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -6597195.500000 Penalty: 5287.725098
	Iteration 2Q: 3 clusters Score -6597196 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -6597575.500000 Penalty: 5287.725098
	Iteration 3Q: 3 clusters Score -6597576 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -6597901.500000 Penalty: 5287.725098
	Iteration 4Q: 3 clusters Score -6597902 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -6598184.500000 Penalty: 5287.725098
	Iteration 5Q: 3 clusters Score -6598184 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -6598501.500000 Penalty: 5287.725098
	Iteration 6Q: 3 clusters Score -6598502 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -6598871.500000 Penalty: 5287.725098
	Iteration 7Q: 3 clusters Score -6598872 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -6599272.500000 Penalty: 5287.725098
	Iteration 8Q: 3 clusters Score -6599272 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -6599909.000000 Penalty: 5287.725098
	Iteration 9Q: 3 clusters Score -6599909 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6600821.500000 Penalty: 5287.725098
	Iteration 10Q: 3 clusters Score -6600822 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -6602015.000000 Penalty: 5287.725098
	Iteration 11F: 3 clusters Score -6602015 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -6603888.000000 Penalty: 5287.725098
	Iteration 12F: 3 clusters Score -6603888 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -6606231.500000 Penalty: 5287.725098
	Iteration 13F: 3 clusters Score -6606232 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -6608550.000000 Penalty: 5287.725098
	Iteration 14F: 3 clusters Score -6608550 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -6610334.000000 Penalty: 5287.725098
	Iteration 15Q: 3 clusters Score -6610334 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -6611445.500000 Penalty: 5287.725098
	Iteration 16Q: 3 clusters Score -6611446 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -6612033.000000 Penalty: 5287.725098
	Iteration 17Q: 3 clusters Score -6612033 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -6612332.500000 Penalty: 5287.725098
	Iteration 18Q: 3 clusters Score -6612332 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -6612532.000000 Penalty: 5287.725098
	Iteration 19Q: 3 clusters Score -6612532 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -6612629.500000 Penalty: 5287.725098
	Iteration 20F: 3 clusters Score -6612630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -6612672.500000 Penalty: 5287.725098
	Iteration 21Q: 3 clusters Score -6612672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -6612707.000000 Penalty: 5287.725098
	Iteration 22Q: 3 clusters Score -6612707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -6612734.500000 Penalty: 5287.725098
	Iteration 23Q: 3 clusters Score -6612734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -6612748.500000 Penalty: 5287.725098
	Iteration 24Q: 3 clusters Score -6612748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -6612757.000000 Penalty: 5287.725098
	Iteration 25Q: 3 clusters Score -6612757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -6612755.500000 Penalty: 5287.725098
	Iteration 26Q: 3 clusters Score -6612756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -6612759.000000 Penalty: 5287.725098
	Iteration 27Q: 3 clusters Score -6612759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -6612763.000000 Penalty: 5287.725098
	Iteration 28Q: 3 clusters Score -6612763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -6612774.000000 Penalty: 5287.725098
	Iteration 29Q: 3 clusters Score -6612774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -6612779.500000 Penalty: 5287.725098
	Iteration 30Q: 3 clusters Score -6612780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -6612785.500000 Penalty: 5287.725098
	Iteration 31Q: 3 clusters Score -6612786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -6612783.000000 Penalty: 5287.725098
	Iteration 32Q: 3 clusters Score -6612783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -6612785.000000 Penalty: 5287.725098
	Iteration 33Q: 3 clusters Score -6612785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -6612794.500000 Penalty: 5287.725098
	Iteration 34Q: 3 clusters Score -6612794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -6612794.500000 Penalty: 5287.725098
	Iteration 35F: 3 clusters Score -6612794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -23245.519531 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -23245.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22247.347656 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -22247.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22301.351562 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -22301.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22315.347656 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22315.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22325.833984 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -22325.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22335.091797 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -22335.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22335.091797 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -22335.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -139616.484375 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -139616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137752.906250 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -137752.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138199.156250 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -138199.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138403.609375 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -138403.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138590.390625 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -138590.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -138761.015625 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -138761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -138937.093750 Penalty: 3436.068848
	Iteration 5F: 3 clusters Score -138937.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -139050.765625 Penalty: 3436.068848
	Iteration 6Q: 3 clusters Score -139050.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139131.250000 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -139131.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -139176.390625 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -139176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139204.468750 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -139204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -139226.843750 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -139226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -139231.125000 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -139231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -139247.687500 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -139247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139255.968750 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -139256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139264.609375 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -139264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139264.609375 Penalty: 3436.068848
	Iteration 15F: 3 clusters Score -139264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -82607.257812 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -82607.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80987.679688 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -80987.68 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81234.640625 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -81234.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81317.601562 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -81317.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81365.468750 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -81365.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81404.148438 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -81404.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81437.429688 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -81437.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81472.117188 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -81472.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81512.789062 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -81512.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81546.156250 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -81546.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81584.781250 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -81584.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81621.617188 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -81621.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81641.007812 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -81641.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81654.250000 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -81654.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81670.500000 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -81670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81684.289062 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -81684.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81693.453125 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -81693.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81693.453125 Penalty: 3192.330566
	Iteration 16F: 3 clusters Score -81693.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -92934.585938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -92934.59 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 315 members 
Entering Unmasked Estep 
Score: -91286.539062 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -91286.54 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91549.250000 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -91549.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91615.164062 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -91615.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91654.726562 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -91654.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91674.335938 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -91674.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91687.789062 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -91687.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91699.421875 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -91699.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91703.984375 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -91703.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91708.820312 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -91708.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91708.820312 Penalty: 3219.398926
	Iteration 9F: 3 clusters Score -91708.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -212973.546875 Penalty: 1809.005615
	Iteration 0F: 2 clusters Score -212973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -210697.390625 Penalty: 3618.011230
	Iteration 0F: 3 clusters Score -210697.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -211077.062500 Penalty: 3618.011230
	Iteration 1F: 3 clusters Score -211077.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -211178.625000 Penalty: 3618.011230
	Iteration 2F: 3 clusters Score -211178.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -211254.515625 Penalty: 3618.011230
	Iteration 3Q: 3 clusters Score -211254.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -211304.484375 Penalty: 3618.011230
	Iteration 4Q: 3 clusters Score -211304.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -211351.109375 Penalty: 3618.011230
	Iteration 5Q: 3 clusters Score -211351.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -211410.484375 Penalty: 3618.011230
	Iteration 6Q: 3 clusters Score -211410.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -211476.875000 Penalty: 3618.011230
	Iteration 7Q: 3 clusters Score -211476.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -211525.015625 Penalty: 3618.011230
	Iteration 8Q: 3 clusters Score -211525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -211558.187500 Penalty: 3618.011230
	Iteration 9Q: 3 clusters Score -211558.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211604.906250 Penalty: 3618.011230
	Iteration 10Q: 3 clusters Score -211604.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -211647.031250 Penalty: 3618.011230
	Iteration 11Q: 3 clusters Score -211647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -211696.906250 Penalty: 3618.011230
	Iteration 12Q: 3 clusters Score -211696.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -211745.406250 Penalty: 3618.011230
	Iteration 13Q: 3 clusters Score -211745.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -211790.593750 Penalty: 3618.011230
	Iteration 14Q: 3 clusters Score -211790.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -211837.843750 Penalty: 3618.011230
	Iteration 15Q: 3 clusters Score -211837.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -211880.062500 Penalty: 3618.011230
	Iteration 16Q: 3 clusters Score -211880.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -211916.531250 Penalty: 3618.011230
	Iteration 17Q: 3 clusters Score -211916.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211944.734375 Penalty: 3618.011230
	Iteration 18Q: 3 clusters Score -211944.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -211964.453125 Penalty: 3618.011230
	Iteration 19Q: 3 clusters Score -211964.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -211974.546875 Penalty: 3618.011230
	Iteration 20F: 3 clusters Score -211974.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211982.875000 Penalty: 3618.011230
	Iteration 21Q: 3 clusters Score -211982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -211985.359375 Penalty: 3618.011230
	Iteration 22Q: 3 clusters Score -211985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211987.484375 Penalty: 3618.011230
	Iteration 23Q: 3 clusters Score -211987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211990.515625 Penalty: 3618.011230
	Iteration 24Q: 3 clusters Score -211990.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -211994.390625 Penalty: 3618.011230
	Iteration 25Q: 3 clusters Score -211994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -211999.859375 Penalty: 3618.011230
	Iteration 26Q: 3 clusters Score -211999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -212005.500000 Penalty: 3618.011230
	Iteration 27Q: 3 clusters Score -212005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -212009.218750 Penalty: 3618.011230
	Iteration 28Q: 3 clusters Score -212009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -212031.687500 Penalty: 3618.011230
	Iteration 29Q: 3 clusters Score -212031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -212047.843750 Penalty: 3618.011230
	Iteration 30Q: 3 clusters Score -212047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -212063.156250 Penalty: 3618.011230
	Iteration 31Q: 3 clusters Score -212063.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -212073.953125 Penalty: 3618.011230
	Iteration 32Q: 3 clusters Score -212074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -212080.687500 Penalty: 3618.011230
	Iteration 33Q: 3 clusters Score -212080.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212084.593750 Penalty: 3618.011230
	Iteration 34Q: 3 clusters Score -212084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -212087.406250 Penalty: 3618.011230
	Iteration 35Q: 3 clusters Score -212087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -212094.296875 Penalty: 3618.011230
	Iteration 36Q: 3 clusters Score -212094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -212102.937500 Penalty: 3618.011230
	Iteration 37Q: 3 clusters Score -212102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -212113.234375 Penalty: 3618.011230
	Iteration 38Q: 3 clusters Score -212113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -212117.984375 Penalty: 3618.011230
	Iteration 39Q: 3 clusters Score -212118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -212123.484375 Penalty: 3618.011230
	Iteration 40F: 3 clusters Score -212123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212128.500000 Penalty: 3618.011230
	Iteration 41Q: 3 clusters Score -212128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212129.656250 Penalty: 3618.011230
	Iteration 42Q: 3 clusters Score -212129.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212132.984375 Penalty: 3618.011230
	Iteration 43Q: 3 clusters Score -212133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212132.984375 Penalty: 3618.011230
	Iteration 44F: 3 clusters Score -212133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Entering Unmasked Estep 
Score: -1472550.500000 Penalty: 2270.030029
	Iteration 0F: 2 clusters Score -1472550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1465158.375000 Penalty: 4540.060059
	Iteration 0F: 3 clusters Score -1465158 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1467204.625000 Penalty: 4540.060059
	Iteration 1F: 3 clusters Score -1467205 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1467480.375000 Penalty: 4540.060059
	Iteration 2F: 3 clusters Score -1467480 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1467663.125000 Penalty: 4540.060059
	Iteration 3Q: 3 clusters Score -1467663 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1467797.625000 Penalty: 4540.060059
	Iteration 4Q: 3 clusters Score -1467798 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1467894.750000 Penalty: 4540.060059
	Iteration 5Q: 3 clusters Score -1467895 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1467977.250000 Penalty: 4540.060059
	Iteration 6Q: 3 clusters Score -1467977 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1468055.875000 Penalty: 4540.060059
	Iteration 7Q: 3 clusters Score -1468056 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1468107.250000 Penalty: 4540.060059
	Iteration 8Q: 3 clusters Score -1468107 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1468159.375000 Penalty: 4540.060059
	Iteration 9Q: 3 clusters Score -1468159 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1468209.125000 Penalty: 4540.060059
	Iteration 10Q: 3 clusters Score -1468209 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1468255.000000 Penalty: 4540.060059
	Iteration 11Q: 3 clusters Score -1468255 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1468302.125000 Penalty: 4540.060059
	Iteration 12Q: 3 clusters Score -1468302 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1468341.375000 Penalty: 4540.060059
	Iteration 13Q: 3 clusters Score -1468341 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1468386.500000 Penalty: 4540.060059
	Iteration 14Q: 3 clusters Score -1468386 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1468412.875000 Penalty: 4540.060059
	Iteration 15Q: 3 clusters Score -1468413 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1468436.625000 Penalty: 4540.060059
	Iteration 16Q: 3 clusters Score -1468437 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1468459.125000 Penalty: 4540.060059
	Iteration 17Q: 3 clusters Score -1468459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1468494.625000 Penalty: 4540.060059
	Iteration 18Q: 3 clusters Score -1468495 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1468530.000000 Penalty: 4540.060059
	Iteration 19Q: 3 clusters Score -1468530 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1468570.125000 Penalty: 4540.060059
	Iteration 20F: 3 clusters Score -1468570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1468608.375000 Penalty: 4540.060059
	Iteration 21Q: 3 clusters Score -1468608 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1468655.375000 Penalty: 4540.060059
	Iteration 22Q: 3 clusters Score -1468655 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1468704.375000 Penalty: 4540.060059
	Iteration 23Q: 3 clusters Score -1468704 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1468774.375000 Penalty: 4540.060059
	Iteration 24Q: 3 clusters Score -1468774 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1468849.375000 Penalty: 4540.060059
	Iteration 25Q: 3 clusters Score -1468849 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1468935.500000 Penalty: 4540.060059
	Iteration 26Q: 3 clusters Score -1468936 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1469047.125000 Penalty: 4540.060059
	Iteration 27Q: 3 clusters Score -1469047 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1469178.750000 Penalty: 4540.060059
	Iteration 28Q: 3 clusters Score -1469179 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1469337.625000 Penalty: 4540.060059
	Iteration 29Q: 3 clusters Score -1469338 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1469512.625000 Penalty: 4540.060059
	Iteration 30Q: 3 clusters Score -1469513 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1469703.125000 Penalty: 4540.060059
	Iteration 31Q: 3 clusters Score -1469703 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1469872.500000 Penalty: 4540.060059
	Iteration 32Q: 3 clusters Score -1469872 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1470001.625000 Penalty: 4540.060059
	Iteration 33Q: 3 clusters Score -1470002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1470115.375000 Penalty: 4540.060059
	Iteration 34Q: 3 clusters Score -1470115 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1470230.875000 Penalty: 4540.060059
	Iteration 35Q: 3 clusters Score -1470231 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1470324.500000 Penalty: 4540.060059
	Iteration 36Q: 3 clusters Score -1470324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1470385.250000 Penalty: 4540.060059
	Iteration 37Q: 3 clusters Score -1470385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1470435.250000 Penalty: 4540.060059
	Iteration 38Q: 3 clusters Score -1470435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1470467.750000 Penalty: 4540.060059
	Iteration 39Q: 3 clusters Score -1470468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1470486.250000 Penalty: 4540.060059
	Iteration 40F: 3 clusters Score -1470486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1470501.750000 Penalty: 4540.060059
	Iteration 41Q: 3 clusters Score -1470502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1470514.250000 Penalty: 4540.060059
	Iteration 42Q: 3 clusters Score -1470514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1470525.750000 Penalty: 4540.060059
	Iteration 43Q: 3 clusters Score -1470526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1470529.750000 Penalty: 4540.060059
	Iteration 44Q: 3 clusters Score -1470530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1470536.250000 Penalty: 4540.060059
	Iteration 45Q: 3 clusters Score -1470536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1470543.500000 Penalty: 4540.060059
	Iteration 46Q: 3 clusters Score -1470544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1470543.625000 Penalty: 4540.060059
	Iteration 47Q: 3 clusters Score -1470544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1470543.625000 Penalty: 4540.060059
	Iteration 48F: 3 clusters Score -1470544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -23544.349609 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -23544.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22498.324219 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -22498.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22673.003906 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -22673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22714.210938 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -22714.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22762.455078 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -22762.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22831.798828 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -22831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22876.189453 Penalty: 2607.717773
	Iteration 5Q: 3 clusters Score -22876.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22876.189453 Penalty: 2607.717773
	Iteration 6F: 3 clusters Score -22876.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -20345.324219 Penalty: 1316.450317
	Iteration 0F: 2 clusters Score -20345.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19469.755859 Penalty: 2632.900635
	Iteration 0F: 3 clusters Score -19469.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19658.437500 Penalty: 2632.900635
	Iteration 1F: 3 clusters Score -19658.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19770.402344 Penalty: 2632.900635
	Iteration 2F: 3 clusters Score -19770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19820.216797 Penalty: 2632.900635
	Iteration 3Q: 3 clusters Score -19820.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19857.580078 Penalty: 2632.900635
	Iteration 4Q: 3 clusters Score -19857.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19857.580078 Penalty: 2632.900635
	Iteration 5F: 3 clusters Score -19857.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -596707.375000 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -596707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -592865.250000 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -592865.2 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -593727.250000 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -593727.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -593943.187500 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -593943.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -594078.625000 Penalty: 4094.633301
	Iteration 3F: 3 clusters Score -594078.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -594170.625000 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -594170.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -594246.625000 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -594246.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -594312.812500 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -594312.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -594375.000000 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -594375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -594425.250000 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -594425.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -594467.250000 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -594467.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -594501.750000 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -594501.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -594529.187500 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -594529.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -594557.875000 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -594557.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -594573.437500 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -594573.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -594594.937500 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -594594.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -594614.875000 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -594614.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -594627.562500 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -594627.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -594637.500000 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -594637.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -594648.562500 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -594648.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -594656.375000 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -594656.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -594666.250000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -594666.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -594677.625000 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -594677.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -594690.687500 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -594690.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -594706.437500 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -594706.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -594724.187500 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -594724.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -594746.562500 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -594746.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -594765.562500 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -594765.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -594780.187500 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -594780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -594789.062500 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -594789.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -594797.000000 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -594797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -594799.937500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -594799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -594802.625000 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -594802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -594804.562500 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -594804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -594806.937500 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -594806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -594812.000000 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -594812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -594818.312500 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -594818.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -594823.750000 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -594823.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -594828.000000 Penalty: 4094.633301
	Iteration 37Q: 3 clusters Score -594828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -594831.562500 Penalty: 4094.633301
	Iteration 38Q: 3 clusters Score -594831.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -594837.687500 Penalty: 4094.633301
	Iteration 39Q: 3 clusters Score -594837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -594841.375000 Penalty: 4094.633301
	Iteration 40F: 3 clusters Score -594841.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -594849.687500 Penalty: 4094.633301
	Iteration 41Q: 3 clusters Score -594849.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -594855.375000 Penalty: 4094.633301
	Iteration 42Q: 3 clusters Score -594855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -594858.812500 Penalty: 4094.633301
	Iteration 43Q: 3 clusters Score -594858.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -594868.375000 Penalty: 4094.633301
	Iteration 44Q: 3 clusters Score -594868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -594873.062500 Penalty: 4094.633301
	Iteration 45Q: 3 clusters Score -594873.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -594876.875000 Penalty: 4094.633301
	Iteration 46Q: 3 clusters Score -594876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -594881.625000 Penalty: 4094.633301
	Iteration 47Q: 3 clusters Score -594881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -594884.562500 Penalty: 4094.633301
	Iteration 48Q: 3 clusters Score -594884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -594886.312500 Penalty: 4094.633301
	Iteration 49Q: 3 clusters Score -594886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -594886.187500 Penalty: 4094.633301
	Iteration 50Q: 3 clusters Score -594886.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -594887.437500 Penalty: 4094.633301
	Iteration 51Q: 3 clusters Score -594887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -594888.125000 Penalty: 4094.633301
	Iteration 52Q: 3 clusters Score -594888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -594889.562500 Penalty: 4094.633301
	Iteration 53Q: 3 clusters Score -594889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -594891.187500 Penalty: 4094.633301
	Iteration 54Q: 3 clusters Score -594891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -594895.500000 Penalty: 4094.633301
	Iteration 55Q: 3 clusters Score -594895.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -594897.187500 Penalty: 4094.633301
	Iteration 56Q: 3 clusters Score -594897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -594896.812500 Penalty: 4094.633301
	Iteration 57Q: 3 clusters Score -594896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -594897.125000 Penalty: 4094.633301
	Iteration 58Q: 3 clusters Score -594897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -594897.125000 Penalty: 4094.633301
	Iteration 59F: 3 clusters Score -594897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Entering Unmasked Estep 
Score: -2261740.500000 Penalty: 2374.251221
	Iteration 0F: 2 clusters Score -2261740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2251225.250000 Penalty: 4748.502441
	Iteration 0F: 3 clusters Score -2251225 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2254585.500000 Penalty: 4748.502441
	Iteration 1F: 3 clusters Score -2254586 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2254953.750000 Penalty: 4748.502441
	Iteration 2F: 3 clusters Score -2254954 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2255293.750000 Penalty: 4748.502441
	Iteration 3F: 3 clusters Score -2255294 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2255571.000000 Penalty: 4748.502441
	Iteration 4Q: 3 clusters Score -2255571 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2255851.250000 Penalty: 4748.502441
	Iteration 5Q: 3 clusters Score -2255851 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2256101.750000 Penalty: 4748.502441
	Iteration 6Q: 3 clusters Score -2256102 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2256350.750000 Penalty: 4748.502441
	Iteration 7Q: 3 clusters Score -2256351 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2256625.000000 Penalty: 4748.502441
	Iteration 8Q: 3 clusters Score -2256625 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2256878.250000 Penalty: 4748.502441
	Iteration 9Q: 3 clusters Score -2256878 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2257123.500000 Penalty: 4748.502441
	Iteration 10Q: 3 clusters Score -2257124 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2257362.000000 Penalty: 4748.502441
	Iteration 11Q: 3 clusters Score -2257362 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2257573.500000 Penalty: 4748.502441
	Iteration 12Q: 3 clusters Score -2257574 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2257794.500000 Penalty: 4748.502441
	Iteration 13Q: 3 clusters Score -2257794 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2258015.250000 Penalty: 4748.502441
	Iteration 14Q: 3 clusters Score -2258015 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2258206.250000 Penalty: 4748.502441
	Iteration 15Q: 3 clusters Score -2258206 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2258362.500000 Penalty: 4748.502441
	Iteration 16Q: 3 clusters Score -2258362 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2258505.250000 Penalty: 4748.502441
	Iteration 17Q: 3 clusters Score -2258505 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2258636.500000 Penalty: 4748.502441
	Iteration 18Q: 3 clusters Score -2258636 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2258774.250000 Penalty: 4748.502441
	Iteration 19Q: 3 clusters Score -2258774 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2258903.250000 Penalty: 4748.502441
	Iteration 20F: 3 clusters Score -2258903 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2259013.750000 Penalty: 4748.502441
	Iteration 21Q: 3 clusters Score -2259014 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2259115.000000 Penalty: 4748.502441
	Iteration 22Q: 3 clusters Score -2259115 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2259195.000000 Penalty: 4748.502441
	Iteration 23Q: 3 clusters Score -2259195 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2259261.500000 Penalty: 4748.502441
	Iteration 24Q: 3 clusters Score -2259262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2259321.500000 Penalty: 4748.502441
	Iteration 25Q: 3 clusters Score -2259322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2259375.500000 Penalty: 4748.502441
	Iteration 26Q: 3 clusters Score -2259376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2259414.250000 Penalty: 4748.502441
	Iteration 27Q: 3 clusters Score -2259414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2259441.750000 Penalty: 4748.502441
	Iteration 28Q: 3 clusters Score -2259442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2259464.500000 Penalty: 4748.502441
	Iteration 29Q: 3 clusters Score -2259464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2259486.000000 Penalty: 4748.502441
	Iteration 30Q: 3 clusters Score -2259486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2259506.500000 Penalty: 4748.502441
	Iteration 31Q: 3 clusters Score -2259506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2259522.500000 Penalty: 4748.502441
	Iteration 32Q: 3 clusters Score -2259522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2259550.500000 Penalty: 4748.502441
	Iteration 33Q: 3 clusters Score -2259550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2259562.000000 Penalty: 4748.502441
	Iteration 34Q: 3 clusters Score -2259562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2259576.250000 Penalty: 4748.502441
	Iteration 35Q: 3 clusters Score -2259576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2259586.000000 Penalty: 4748.502441
	Iteration 36Q: 3 clusters Score -2259586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2259596.750000 Penalty: 4748.502441
	Iteration 37Q: 3 clusters Score -2259597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2259602.500000 Penalty: 4748.502441
	Iteration 38Q: 3 clusters Score -2259602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2259611.000000 Penalty: 4748.502441
	Iteration 39Q: 3 clusters Score -2259611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2259625.500000 Penalty: 4748.502441
	Iteration 40F: 3 clusters Score -2259626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2259635.000000 Penalty: 4748.502441
	Iteration 41Q: 3 clusters Score -2259635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2259641.500000 Penalty: 4748.502441
	Iteration 42Q: 3 clusters Score -2259642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2259651.500000 Penalty: 4748.502441
	Iteration 43Q: 3 clusters Score -2259652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2259656.250000 Penalty: 4748.502441
	Iteration 44Q: 3 clusters Score -2259656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2259662.750000 Penalty: 4748.502441
	Iteration 45Q: 3 clusters Score -2259663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2259665.750000 Penalty: 4748.502441
	Iteration 46Q: 3 clusters Score -2259666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2259672.500000 Penalty: 4748.502441
	Iteration 47Q: 3 clusters Score -2259672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2259671.000000 Penalty: 4748.502441
	Iteration 48Q: 3 clusters Score -2259671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2259678.250000 Penalty: 4748.502441
	Iteration 49Q: 3 clusters Score -2259678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2259677.250000 Penalty: 4748.502441
	Iteration 50Q: 3 clusters Score -2259677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2259680.000000 Penalty: 4748.502441
	Iteration 51Q: 3 clusters Score -2259680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2259681.500000 Penalty: 4748.502441
	Iteration 52Q: 3 clusters Score -2259682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2259684.750000 Penalty: 4748.502441
	Iteration 53Q: 3 clusters Score -2259685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2259686.500000 Penalty: 4748.502441
	Iteration 54Q: 3 clusters Score -2259686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2259692.500000 Penalty: 4748.502441
	Iteration 55Q: 3 clusters Score -2259692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2259693.250000 Penalty: 4748.502441
	Iteration 56Q: 3 clusters Score -2259693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2259694.500000 Penalty: 4748.502441
	Iteration 57Q: 3 clusters Score -2259694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2259696.500000 Penalty: 4748.502441
	Iteration 58Q: 3 clusters Score -2259696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2259697.500000 Penalty: 4748.502441
	Iteration 59Q: 3 clusters Score -2259698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2259697.500000 Penalty: 4748.502441
	Iteration 60F: 3 clusters Score -2259698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -108392.679688 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -108392.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106628.007812 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -106628 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -106912.835938 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -106912.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107072.140625 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -107072.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107206.500000 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -107206.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107311.429688 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -107311.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107385.390625 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -107385.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107434.351562 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -107434.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107484.960938 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -107485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107536.343750 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -107536.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107574.437500 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -107574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107585.640625 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -107585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107599.304688 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -107599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107609.554688 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -107609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107614.000000 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -107614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107620.828125 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -107620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107629.742188 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -107629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107629.742188 Penalty: 3300.459473
	Iteration 16F: 3 clusters Score -107629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7648 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128552 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2731 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137610 members 
Mstep: Class 17 contains 13184 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19296 members 
Mstep: Class 21 contains 33947 members 
Mstep: Class 22 contains 6599 members 
Mstep: Class 23 contains 94341 members 
Mstep: Class 24 contains 42648 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9446 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 14380 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716840.000000 Penalty: 114959.039062
Iteration 239Q: 36 clusters Score -8.671684e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7644 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128478 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137656 members 
Mstep: Class 17 contains 13182 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19299 members 
Mstep: Class 21 contains 33953 members 
Mstep: Class 22 contains 6603 members 
Mstep: Class 23 contains 94364 members 
Mstep: Class 24 contains 42649 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9451 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3845 members 
Mstep: Class 34 contains 14382 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716688.000000 Penalty: 114959.039062
Iteration 240F: 36 clusters Score -8.671669e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3507 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 7645 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 884 members 
Mstep: Class 11 contains 128392 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137722 members 
Mstep: Class 17 contains 13183 members 
Mstep: Class 18 contains 702 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19305 members 
Mstep: Class 21 contains 33956 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 94390 members 
Mstep: Class 24 contains 42639 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9450 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 203 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14384 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716784.000000 Penalty: 114959.039062
Iteration 241Q: 36 clusters Score -8.671678e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 266 members 
Mstep: Class 8 contains 7645 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 885 members 
Mstep: Class 11 contains 128305 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137786 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1089 members 
Mstep: Class 20 contains 19308 members 
Mstep: Class 21 contains 33954 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 94410 members 
Mstep: Class 24 contains 42638 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9451 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 202 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14387 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716728.000000 Penalty: 114959.039062
Iteration 242Q: 36 clusters Score -8.671673e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9764 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 7649 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 887 members 
Mstep: Class 11 contains 128230 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137822 members 
Mstep: Class 17 contains 13178 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19310 members 
Mstep: Class 21 contains 33956 members 
Mstep: Class 22 contains 6603 members 
Mstep: Class 23 contains 94444 members 
Mstep: Class 24 contains 42637 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 625 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9455 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 201 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14389 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716768.000000 Penalty: 114959.039062
Iteration 243Q: 36 clusters Score -8.671677e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3505 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 888 members 
Mstep: Class 11 contains 128146 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 248 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1655 members 
Mstep: Class 16 contains 137883 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19312 members 
Mstep: Class 21 contains 33959 members 
Mstep: Class 22 contains 6605 members 
Mstep: Class 23 contains 94460 members 
Mstep: Class 24 contains 42632 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9457 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14395 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716744.000000 Penalty: 114959.039062
Iteration 244Q: 36 clusters Score -8.671674e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 9764 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8673 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7653 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 128072 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 248 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 1656 members 
Mstep: Class 16 contains 137940 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19315 members 
Mstep: Class 21 contains 33961 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 94483 members 
Mstep: Class 24 contains 42624 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9457 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14394 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716760.000000 Penalty: 114959.039062
Iteration 245Q: 36 clusters Score -8.671676e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9764 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8672 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7654 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 128011 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 248 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1658 members 
Mstep: Class 16 contains 137973 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19315 members 
Mstep: Class 21 contains 33963 members 
Mstep: Class 22 contains 6604 members 
Mstep: Class 23 contains 94506 members 
Mstep: Class 24 contains 42624 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 622 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9461 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14395 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716688.000000 Penalty: 114959.039062
Iteration 246Q: 36 clusters Score -8.671669e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9762 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7658 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127948 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 138016 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19315 members 
Mstep: Class 21 contains 33968 members 
Mstep: Class 22 contains 6605 members 
Mstep: Class 23 contains 94514 members 
Mstep: Class 24 contains 42626 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 9465 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14400 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716712.000000 Penalty: 114959.039062
Iteration 247Q: 36 clusters Score -8.671671e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7663 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127887 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1662 members 
Mstep: Class 16 contains 138073 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19316 members 
Mstep: Class 21 contains 33965 members 
Mstep: Class 22 contains 6607 members 
Mstep: Class 23 contains 94518 members 
Mstep: Class 24 contains 42626 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14398 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716664.000000 Penalty: 114959.039062
Iteration 248Q: 36 clusters Score -8.671666e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7667 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127833 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1663 members 
Mstep: Class 16 contains 138126 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19316 members 
Mstep: Class 21 contains 33965 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 94515 members 
Mstep: Class 24 contains 42621 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 9467 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14400 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716584.000000 Penalty: 114959.039062
Iteration 249Q: 36 clusters Score -8.671658e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7667 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127764 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1664 members 
Mstep: Class 16 contains 138190 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19316 members 
Mstep: Class 21 contains 33969 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 94514 members 
Mstep: Class 24 contains 42620 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14405 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716528.000000 Penalty: 114959.039062
Iteration 250Q: 36 clusters Score -8.671653e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9760 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7669 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127679 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138261 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19316 members 
Mstep: Class 21 contains 33976 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 94516 members 
Mstep: Class 24 contains 42623 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14406 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716536.000000 Penalty: 114959.039062
Iteration 251Q: 36 clusters Score -8.671654e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7673 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127601 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138302 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19317 members 
Mstep: Class 21 contains 33976 members 
Mstep: Class 22 contains 6610 members 
Mstep: Class 23 contains 94544 members 
Mstep: Class 24 contains 42629 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14405 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716592.000000 Penalty: 114959.039062
Iteration 252Q: 36 clusters Score -8.671659e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9760 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7674 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127502 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138363 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19319 members 
Mstep: Class 21 contains 33979 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 94569 members 
Mstep: Class 24 contains 42636 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9462 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14408 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716728.000000 Penalty: 114959.039062
Iteration 253Q: 36 clusters Score -8.671673e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9760 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8662 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127378 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138417 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19321 members 
Mstep: Class 21 contains 33983 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 94630 members 
Mstep: Class 24 contains 42632 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14411 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716680.000000 Penalty: 114959.039062
Iteration 254Q: 36 clusters Score -8.671668e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9758 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8663 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7678 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127247 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138491 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19321 members 
Mstep: Class 21 contains 33985 members 
Mstep: Class 22 contains 6611 members 
Mstep: Class 23 contains 94686 members 
Mstep: Class 24 contains 42628 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9465 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14414 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716760.000000 Penalty: 114959.039062
Iteration 255Q: 36 clusters Score -8.671676e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8664 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 127115 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2725 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138587 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19321 members 
Mstep: Class 21 contains 33992 members 
Mstep: Class 22 contains 6610 members 
Mstep: Class 23 contains 94726 members 
Mstep: Class 24 contains 42617 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9465 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14418 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716720.000000 Penalty: 114959.039062
Iteration 256Q: 36 clusters Score -8.671672e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8665 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 126986 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138648 members 
Mstep: Class 17 contains 13178 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19322 members 
Mstep: Class 21 contains 33997 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 94787 members 
Mstep: Class 24 contains 42605 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9467 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14424 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716616.000000 Penalty: 114959.039062
Iteration 257Q: 36 clusters Score -8.671662e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3488 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8666 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7680 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 126885 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138705 members 
Mstep: Class 17 contains 13178 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19325 members 
Mstep: Class 21 contains 33994 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 94839 members 
Mstep: Class 24 contains 42600 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9468 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14422 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716720.000000 Penalty: 114959.039062
Iteration 258Q: 36 clusters Score -8.671672e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3489 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7681 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 126776 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138764 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19328 members 
Mstep: Class 21 contains 33996 members 
Mstep: Class 22 contains 6613 members 
Mstep: Class 23 contains 94893 members 
Mstep: Class 24 contains 42594 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9469 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14419 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716584.000000 Penalty: 114959.039062
Iteration 259Q: 36 clusters Score -8.671658e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 310 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9753 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3487 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 126667 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138824 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19328 members 
Mstep: Class 21 contains 34000 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 94941 members 
Mstep: Class 24 contains 42592 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9467 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14419 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716688.000000 Penalty: 114959.039062
Iteration 260F: 36 clusters Score -8.671669e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 309 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 9753 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 263 members 
Mstep: Class 8 contains 7687 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 126515 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 138934 members 
Mstep: Class 17 contains 13179 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19329 members 
Mstep: Class 21 contains 34005 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 94992 members 
Mstep: Class 24 contains 42583 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 198 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14420 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716880.000000 Penalty: 114959.039062
Iteration 261Q: 36 clusters Score -8.671688e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 9756 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3484 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 262 members 
Mstep: Class 8 contains 7689 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 890 members 
Mstep: Class 11 contains 126353 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 139032 members 
Mstep: Class 17 contains 13181 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1090 members 
Mstep: Class 20 contains 19331 members 
Mstep: Class 21 contains 34009 members 
Mstep: Class 22 contains 6609 members 
Mstep: Class 23 contains 95053 members 
Mstep: Class 24 contains 42575 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 200 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14420 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716888.000000 Penalty: 114959.039062
Iteration 262Q: 36 clusters Score -8.671689e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 261 members 
Mstep: Class 8 contains 7694 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 126188 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 139162 members 
Mstep: Class 17 contains 13180 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1091 members 
Mstep: Class 20 contains 19332 members 
Mstep: Class 21 contains 34012 members 
Mstep: Class 22 contains 6610 members 
Mstep: Class 23 contains 95095 members 
Mstep: Class 24 contains 42559 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14422 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717040.000000 Penalty: 114959.039062
Iteration 263Q: 36 clusters Score -8.671704e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9753 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 260 members 
Mstep: Class 8 contains 7698 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 126032 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 139284 members 
Mstep: Class 17 contains 13179 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 19333 members 
Mstep: Class 21 contains 34016 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 95139 members 
Mstep: Class 24 contains 42545 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1021 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9463 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14424 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716936.000000 Penalty: 114959.039062
Iteration 264Q: 36 clusters Score -8.671694e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 8668 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7699 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125888 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 139390 members 
Mstep: Class 17 contains 13178 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 19335 members 
Mstep: Class 21 contains 34023 members 
Mstep: Class 22 contains 6612 members 
Mstep: Class 23 contains 95175 members 
Mstep: Class 24 contains 42538 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9462 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14426 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716880.000000 Penalty: 114959.039062
Iteration 265Q: 36 clusters Score -8.671688e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7701 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125736 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 139490 members 
Mstep: Class 17 contains 13178 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 19336 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6613 members 
Mstep: Class 23 contains 95228 members 
Mstep: Class 24 contains 42527 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1020 members 
Mstep: Class 27 contains 624 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9461 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 14427 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716784.000000 Penalty: 114959.039062
Iteration 266Q: 36 clusters Score -8.671678e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 9748 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7704 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125600 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1666 members 
Mstep: Class 16 contains 139590 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1093 members 
Mstep: Class 20 contains 19339 members 
Mstep: Class 21 contains 34022 members 
Mstep: Class 22 contains 6613 members 
Mstep: Class 23 contains 95282 members 
Mstep: Class 24 contains 42514 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1019 members 
Mstep: Class 27 contains 623 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9463 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3843 members 
Mstep: Class 34 contains 14427 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86716936.000000 Penalty: 114959.039062
Iteration 267Q: 36 clusters Score -8.671694e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8670 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7708 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125473 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1667 members 
Mstep: Class 16 contains 139693 members 
Mstep: Class 17 contains 13178 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19341 members 
Mstep: Class 21 contains 34017 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 95326 members 
Mstep: Class 24 contains 42498 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 621 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14429 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717120.000000 Penalty: 114959.039062
Iteration 268Q: 36 clusters Score -8.671712e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3475 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7713 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125384 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1669 members 
Mstep: Class 16 contains 139773 members 
Mstep: Class 17 contains 13174 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19341 members 
Mstep: Class 21 contains 34020 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 95355 members 
Mstep: Class 24 contains 42478 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 620 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14430 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717112.000000 Penalty: 114959.039062
Iteration 269Q: 36 clusters Score -8.671711e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3473 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7716 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125300 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139822 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19341 members 
Mstep: Class 21 contains 34024 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 95386 members 
Mstep: Class 24 contains 42473 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14429 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717000.000000 Penalty: 114959.039062
Iteration 270Q: 36 clusters Score -8.6717e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7719 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125221 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139881 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19342 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 95406 members 
Mstep: Class 24 contains 42470 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14430 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717048.000000 Penalty: 114959.039062
Iteration 271Q: 36 clusters Score -8.671705e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7721 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125153 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139903 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19344 members 
Mstep: Class 21 contains 34030 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 95446 members 
Mstep: Class 24 contains 42464 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9466 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14432 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717056.000000 Penalty: 114959.039062
Iteration 272Q: 36 clusters Score -8.671706e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125082 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139929 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19344 members 
Mstep: Class 21 contains 34034 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 95481 members 
Mstep: Class 24 contains 42458 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9468 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14438 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717240.000000 Penalty: 114959.039062
Iteration 273Q: 36 clusters Score -8.671724e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3472 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7729 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 125023 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139966 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19344 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 95504 members 
Mstep: Class 24 contains 42449 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9469 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717240.000000 Penalty: 114959.039062
Iteration 274Q: 36 clusters Score -8.671724e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9743 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 124995 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139995 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19344 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 95519 members 
Mstep: Class 24 contains 42440 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9470 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14441 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717280.000000 Penalty: 114959.039062
Iteration 275Q: 36 clusters Score -8.671728e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9741 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 124957 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140024 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34039 members 
Mstep: Class 22 contains 6617 members 
Mstep: Class 23 contains 95538 members 
Mstep: Class 24 contains 42428 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9471 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14441 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717232.000000 Penalty: 114959.039062
Iteration 276Q: 36 clusters Score -8.671723e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9740 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 124942 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140045 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34040 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 95547 members 
Mstep: Class 24 contains 42412 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9472 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717224.000000 Penalty: 114959.039062
Iteration 277Q: 36 clusters Score -8.671722e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9737 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 891 members 
Mstep: Class 11 contains 124945 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140046 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6616 members 
Mstep: Class 23 contains 95560 members 
Mstep: Class 24 contains 42394 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9473 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14441 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717328.000000 Penalty: 114959.039062
Iteration 278Q: 36 clusters Score -8.671733e+07 nChanged 166
Entering ConstructFrom: 
Score: -86717328.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -1197830.500000 Penalty: 2233.218750
	Iteration 0F: 2 clusters Score -1197830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1191417.750000 Penalty: 4466.437500
	Iteration 0F: 3 clusters Score -1191418 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1193272.000000 Penalty: 4466.437500
	Iteration 1F: 3 clusters Score -1193272 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1193651.500000 Penalty: 4466.437500
	Iteration 2F: 3 clusters Score -1193652 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1193974.000000 Penalty: 4466.437500
	Iteration 3F: 3 clusters Score -1193974 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1194265.875000 Penalty: 4466.437500
	Iteration 4F: 3 clusters Score -1194266 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1194627.375000 Penalty: 4466.437500
	Iteration 5F: 3 clusters Score -1194627 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1195041.250000 Penalty: 4466.437500
	Iteration 6F: 3 clusters Score -1195041 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1195433.875000 Penalty: 4466.437500
	Iteration 7F: 3 clusters Score -1195434 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1195750.750000 Penalty: 4466.437500
	Iteration 8Q: 3 clusters Score -1195751 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1195959.625000 Penalty: 4466.437500
	Iteration 9Q: 3 clusters Score -1195960 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1196109.500000 Penalty: 4466.437500
	Iteration 10Q: 3 clusters Score -1196110 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1196217.250000 Penalty: 4466.437500
	Iteration 11Q: 3 clusters Score -1196217 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1196284.625000 Penalty: 4466.437500
	Iteration 12Q: 3 clusters Score -1196285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1196329.625000 Penalty: 4466.437500
	Iteration 13Q: 3 clusters Score -1196330 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1196377.375000 Penalty: 4466.437500
	Iteration 14Q: 3 clusters Score -1196377 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1196417.250000 Penalty: 4466.437500
	Iteration 15Q: 3 clusters Score -1196417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1196460.000000 Penalty: 4466.437500
	Iteration 16Q: 3 clusters Score -1196460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1196510.375000 Penalty: 4466.437500
	Iteration 17Q: 3 clusters Score -1196510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1196563.875000 Penalty: 4466.437500
	Iteration 18Q: 3 clusters Score -1196564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1196598.250000 Penalty: 4466.437500
	Iteration 19Q: 3 clusters Score -1196598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1196640.875000 Penalty: 4466.437500
	Iteration 20F: 3 clusters Score -1196641 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1196667.500000 Penalty: 4466.437500
	Iteration 21Q: 3 clusters Score -1196668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1196683.250000 Penalty: 4466.437500
	Iteration 22Q: 3 clusters Score -1196683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1196691.875000 Penalty: 4466.437500
	Iteration 23Q: 3 clusters Score -1196692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1196699.000000 Penalty: 4466.437500
	Iteration 24Q: 3 clusters Score -1196699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1196704.625000 Penalty: 4466.437500
	Iteration 25Q: 3 clusters Score -1196705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1196708.125000 Penalty: 4466.437500
	Iteration 26Q: 3 clusters Score -1196708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1196718.125000 Penalty: 4466.437500
	Iteration 27Q: 3 clusters Score -1196718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1196720.500000 Penalty: 4466.437500
	Iteration 28Q: 3 clusters Score -1196720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1196723.125000 Penalty: 4466.437500
	Iteration 29Q: 3 clusters Score -1196723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1196723.875000 Penalty: 4466.437500
	Iteration 30Q: 3 clusters Score -1196724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1196726.875000 Penalty: 4466.437500
	Iteration 31Q: 3 clusters Score -1196727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1196731.500000 Penalty: 4466.437500
	Iteration 32Q: 3 clusters Score -1196732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1196732.250000 Penalty: 4466.437500
	Iteration 33Q: 3 clusters Score -1196732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1196732.125000 Penalty: 4466.437500
	Iteration 34Q: 3 clusters Score -1196732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1196735.875000 Penalty: 4466.437500
	Iteration 35Q: 3 clusters Score -1196736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1196737.875000 Penalty: 4466.437500
	Iteration 36Q: 3 clusters Score -1196738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1196736.875000 Penalty: 4466.437500
	Iteration 37Q: 3 clusters Score -1196737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1196740.875000 Penalty: 4466.437500
	Iteration 38Q: 3 clusters Score -1196741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1196743.500000 Penalty: 4466.437500
	Iteration 39Q: 3 clusters Score -1196744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1196742.625000 Penalty: 4466.437500
	Iteration 40F: 3 clusters Score -1196743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1196743.875000 Penalty: 4466.437500
	Iteration 41Q: 3 clusters Score -1196744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1196744.500000 Penalty: 4466.437500
	Iteration 42Q: 3 clusters Score -1196744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1196747.375000 Penalty: 4466.437500
	Iteration 43Q: 3 clusters Score -1196747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1196747.375000 Penalty: 4466.437500
	Iteration 44F: 3 clusters Score -1196747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -1541478.625000 Penalty: 2277.529297
	Iteration 0F: 2 clusters Score -1541479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1534059.875000 Penalty: 4555.058594
	Iteration 0F: 3 clusters Score -1534060 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1536292.125000 Penalty: 4555.058594
	Iteration 1F: 3 clusters Score -1536292 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1536739.250000 Penalty: 4555.058594
	Iteration 2F: 3 clusters Score -1536739 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1537127.750000 Penalty: 4555.058594
	Iteration 3F: 3 clusters Score -1537128 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1537531.875000 Penalty: 4555.058594
	Iteration 4F: 3 clusters Score -1537532 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1537947.125000 Penalty: 4555.058594
	Iteration 5F: 3 clusters Score -1537947 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1538422.250000 Penalty: 4555.058594
	Iteration 6F: 3 clusters Score -1538422 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1538878.000000 Penalty: 4555.058594
	Iteration 7F: 3 clusters Score -1538878 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1539250.375000 Penalty: 4555.058594
	Iteration 8F: 3 clusters Score -1539250 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1539505.375000 Penalty: 4555.058594
	Iteration 9Q: 3 clusters Score -1539505 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1539666.125000 Penalty: 4555.058594
	Iteration 10Q: 3 clusters Score -1539666 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1539778.250000 Penalty: 4555.058594
	Iteration 11Q: 3 clusters Score -1539778 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1539866.250000 Penalty: 4555.058594
	Iteration 12Q: 3 clusters Score -1539866 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1539929.875000 Penalty: 4555.058594
	Iteration 13Q: 3 clusters Score -1539930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1539979.625000 Penalty: 4555.058594
	Iteration 14Q: 3 clusters Score -1539980 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1540011.750000 Penalty: 4555.058594
	Iteration 15Q: 3 clusters Score -1540012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1540041.125000 Penalty: 4555.058594
	Iteration 16Q: 3 clusters Score -1540041 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1540070.500000 Penalty: 4555.058594
	Iteration 17Q: 3 clusters Score -1540070 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1540098.625000 Penalty: 4555.058594
	Iteration 18Q: 3 clusters Score -1540099 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1540114.875000 Penalty: 4555.058594
	Iteration 19Q: 3 clusters Score -1540115 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1540124.375000 Penalty: 4555.058594
	Iteration 20F: 3 clusters Score -1540124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1540128.625000 Penalty: 4555.058594
	Iteration 21Q: 3 clusters Score -1540129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1540135.625000 Penalty: 4555.058594
	Iteration 22Q: 3 clusters Score -1540136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1540144.250000 Penalty: 4555.058594
	Iteration 23Q: 3 clusters Score -1540144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1540151.375000 Penalty: 4555.058594
	Iteration 24Q: 3 clusters Score -1540151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1540161.250000 Penalty: 4555.058594
	Iteration 25Q: 3 clusters Score -1540161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1540171.625000 Penalty: 4555.058594
	Iteration 26Q: 3 clusters Score -1540172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1540182.625000 Penalty: 4555.058594
	Iteration 27Q: 3 clusters Score -1540183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1540189.500000 Penalty: 4555.058594
	Iteration 28Q: 3 clusters Score -1540190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1540190.500000 Penalty: 4555.058594
	Iteration 29Q: 3 clusters Score -1540190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1540195.875000 Penalty: 4555.058594
	Iteration 30Q: 3 clusters Score -1540196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1540199.125000 Penalty: 4555.058594
	Iteration 31Q: 3 clusters Score -1540199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1540200.375000 Penalty: 4555.058594
	Iteration 32Q: 3 clusters Score -1540200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1540208.000000 Penalty: 4555.058594
	Iteration 33Q: 3 clusters Score -1540208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1540212.625000 Penalty: 4555.058594
	Iteration 34Q: 3 clusters Score -1540213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1540215.125000 Penalty: 4555.058594
	Iteration 35Q: 3 clusters Score -1540215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1540215.375000 Penalty: 4555.058594
	Iteration 36Q: 3 clusters Score -1540215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1540217.000000 Penalty: 4555.058594
	Iteration 37Q: 3 clusters Score -1540217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1540217.750000 Penalty: 4555.058594
	Iteration 38Q: 3 clusters Score -1540218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1540219.875000 Penalty: 4555.058594
	Iteration 39Q: 3 clusters Score -1540220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1540220.125000 Penalty: 4555.058594
	Iteration 40F: 3 clusters Score -1540220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1540220.750000 Penalty: 4555.058594
	Iteration 41Q: 3 clusters Score -1540221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1540222.750000 Penalty: 4555.058594
	Iteration 42Q: 3 clusters Score -1540223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1540222.500000 Penalty: 4555.058594
	Iteration 43Q: 3 clusters Score -1540222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1540221.750000 Penalty: 4555.058594
	Iteration 44Q: 3 clusters Score -1540222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1540225.625000 Penalty: 4555.058594
	Iteration 45Q: 3 clusters Score -1540226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1540225.250000 Penalty: 4555.058594
	Iteration 46Q: 3 clusters Score -1540225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1540226.875000 Penalty: 4555.058594
	Iteration 47Q: 3 clusters Score -1540227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1540227.750000 Penalty: 4555.058594
	Iteration 48Q: 3 clusters Score -1540228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1540229.000000 Penalty: 4555.058594
	Iteration 49Q: 3 clusters Score -1540229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1540230.750000 Penalty: 4555.058594
	Iteration 50Q: 3 clusters Score -1540231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1540230.750000 Penalty: 4555.058594
	Iteration 51F: 3 clusters Score -1540231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Entering Unmasked Estep 
Score: -49792.074219 Penalty: 1457.678467
	Iteration 0F: 2 clusters Score -49792.07 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 181 members 
Entering Unmasked Estep 
Score: -48429.375000 Penalty: 2915.356934
	Iteration 0F: 3 clusters Score -48429.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48531.285156 Penalty: 2915.356934
	Iteration 1F: 3 clusters Score -48531.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48588.277344 Penalty: 2915.356934
	Iteration 2Q: 3 clusters Score -48588.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48607.421875 Penalty: 2915.356934
	Iteration 3Q: 3 clusters Score -48607.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48610.285156 Penalty: 2915.356934
	Iteration 4Q: 3 clusters Score -48610.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48610.285156 Penalty: 2915.356934
	Iteration 5F: 3 clusters Score -48610.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -533015.187500 Penalty: 2021.745117
	Iteration 0F: 2 clusters Score -533015.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -529591.062500 Penalty: 4043.490234
	Iteration 0F: 3 clusters Score -529591.1 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -530746.937500 Penalty: 4043.490234
	Iteration 1F: 3 clusters Score -530746.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -531457.437500 Penalty: 4043.490234
	Iteration 2F: 3 clusters Score -531457.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -532167.625000 Penalty: 4043.490234
	Iteration 3F: 3 clusters Score -532167.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -532606.812500 Penalty: 4043.490234
	Iteration 4F: 3 clusters Score -532606.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -532820.375000 Penalty: 4043.490234
	Iteration 5F: 3 clusters Score -532820.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -532914.437500 Penalty: 4043.490234
	Iteration 6Q: 3 clusters Score -532914.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -532966.375000 Penalty: 4043.490234
	Iteration 7Q: 3 clusters Score -532966.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -532997.750000 Penalty: 4043.490234
	Iteration 8Q: 3 clusters Score -532997.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -533019.187500 Penalty: 4043.490234
	Iteration 9Q: 3 clusters Score -533019.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -533035.000000 Penalty: 4043.490234
	Iteration 10Q: 3 clusters Score -533035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -533054.937500 Penalty: 4043.490234
	Iteration 11Q: 3 clusters Score -533054.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -533064.312500 Penalty: 4043.490234
	Iteration 12Q: 3 clusters Score -533064.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -533072.750000 Penalty: 4043.490234
	Iteration 13Q: 3 clusters Score -533072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -533082.500000 Penalty: 4043.490234
	Iteration 14Q: 3 clusters Score -533082.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -533094.187500 Penalty: 4043.490234
	Iteration 15Q: 3 clusters Score -533094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -533101.250000 Penalty: 4043.490234
	Iteration 16Q: 3 clusters Score -533101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -533103.812500 Penalty: 4043.490234
	Iteration 17Q: 3 clusters Score -533103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -533104.687500 Penalty: 4043.490234
	Iteration 18Q: 3 clusters Score -533104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -533106.062500 Penalty: 4043.490234
	Iteration 19Q: 3 clusters Score -533106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -533106.062500 Penalty: 4043.490234
	Iteration 20F: 3 clusters Score -533106.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9736 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3091 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124939 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140055 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 95564 members 
Mstep: Class 24 contains 42385 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9474 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14443 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 380 members 
Entering Unmasked Estep 
Score: -86716000.000000 Penalty: 118243.585938
Splitting cluster 4 changes total score from -86717328.000000 to -86716000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -283921.406250 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -283921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -281388.187500 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -281388.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -281830.250000 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -281830.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -281924.812500 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -281924.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -281981.718750 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -281981.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -282017.843750 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -282017.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -282040.468750 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -282040.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -282053.281250 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -282053.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -282064.656250 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -282064.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282073.937500 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -282073.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -282085.062500 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -282085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -282091.281250 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -282091.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -282097.093750 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -282097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282100.062500 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -282100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282100.656250 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -282100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282100.656250 Penalty: 3744.606201
	Iteration 14F: 3 clusters Score -282100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -1297818.875000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -1297819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1291024.125000 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -1291024 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1292938.625000 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -1292939 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1293248.750000 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -1293249 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1293452.500000 Penalty: 4497.369629
	Iteration 3Q: 3 clusters Score -1293452 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1293616.625000 Penalty: 4497.369629
	Iteration 4Q: 3 clusters Score -1293617 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1293771.375000 Penalty: 4497.369629
	Iteration 5Q: 3 clusters Score -1293771 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1293922.750000 Penalty: 4497.369629
	Iteration 6Q: 3 clusters Score -1293923 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1294088.125000 Penalty: 4497.369629
	Iteration 7Q: 3 clusters Score -1294088 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1294253.375000 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -1294253 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1294409.000000 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -1294409 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1294569.750000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -1294570 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1294725.250000 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -1294725 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1294900.750000 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -1294901 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1295115.750000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -1295116 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1295336.500000 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -1295336 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1295509.875000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -1295510 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1295665.625000 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -1295666 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1295816.875000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -1295817 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1295942.000000 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -1295942 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1296026.000000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -1296026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1296087.250000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -1296087 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1296134.875000 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -1296135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1296168.000000 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -1296168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1296191.750000 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -1296192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1296213.000000 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -1296213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1296226.625000 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -1296227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1296232.500000 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -1296232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1296238.875000 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -1296239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1296245.750000 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -1296246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1296254.500000 Penalty: 4497.369629
	Iteration 29Q: 3 clusters Score -1296254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1296258.125000 Penalty: 4497.369629
	Iteration 30Q: 3 clusters Score -1296258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1296263.000000 Penalty: 4497.369629
	Iteration 31Q: 3 clusters Score -1296263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1296265.000000 Penalty: 4497.369629
	Iteration 32Q: 3 clusters Score -1296265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1296268.750000 Penalty: 4497.369629
	Iteration 33Q: 3 clusters Score -1296269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1296266.625000 Penalty: 4497.369629
	Iteration 34Q: 3 clusters Score -1296267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1296268.125000 Penalty: 4497.369629
	Iteration 35Q: 3 clusters Score -1296268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1296270.750000 Penalty: 4497.369629
	Iteration 36Q: 3 clusters Score -1296271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1296270.750000 Penalty: 4497.369629
	Iteration 37F: 3 clusters Score -1296271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -26133.558594 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -26133.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25250.400391 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -25250.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25526.171875 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -25526.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -25611.275391 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -25611.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -25638.111328 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -25638.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -25667.636719 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -25667.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -25683.406250 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -25683.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -25683.406250 Penalty: 2754.267822
	Iteration 6F: 3 clusters Score -25683.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Entering Unmasked Estep 
Score: -1230615.375000 Penalty: 2220.182129
	Iteration 0F: 2 clusters Score -1230615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1224302.500000 Penalty: 4440.364258
	Iteration 0F: 3 clusters Score -1224302 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1226019.500000 Penalty: 4440.364258
	Iteration 1F: 3 clusters Score -1226020 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1226302.625000 Penalty: 4440.364258
	Iteration 2F: 3 clusters Score -1226303 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1226489.375000 Penalty: 4440.364258
	Iteration 3Q: 3 clusters Score -1226489 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1226634.625000 Penalty: 4440.364258
	Iteration 4Q: 3 clusters Score -1226635 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1226788.625000 Penalty: 4440.364258
	Iteration 5Q: 3 clusters Score -1226789 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1226951.375000 Penalty: 4440.364258
	Iteration 6Q: 3 clusters Score -1226951 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1227119.875000 Penalty: 4440.364258
	Iteration 7Q: 3 clusters Score -1227120 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1227352.000000 Penalty: 4440.364258
	Iteration 8Q: 3 clusters Score -1227352 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1227709.000000 Penalty: 4440.364258
	Iteration 9F: 3 clusters Score -1227709 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1228105.375000 Penalty: 4440.364258
	Iteration 10F: 3 clusters Score -1228105 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1228484.125000 Penalty: 4440.364258
	Iteration 11F: 3 clusters Score -1228484 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1228789.000000 Penalty: 4440.364258
	Iteration 12Q: 3 clusters Score -1228789 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1228984.875000 Penalty: 4440.364258
	Iteration 13Q: 3 clusters Score -1228985 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1229102.625000 Penalty: 4440.364258
	Iteration 14Q: 3 clusters Score -1229103 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1229164.750000 Penalty: 4440.364258
	Iteration 15Q: 3 clusters Score -1229165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1229207.125000 Penalty: 4440.364258
	Iteration 16Q: 3 clusters Score -1229207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1229223.125000 Penalty: 4440.364258
	Iteration 17Q: 3 clusters Score -1229223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1229233.500000 Penalty: 4440.364258
	Iteration 18Q: 3 clusters Score -1229234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1229239.500000 Penalty: 4440.364258
	Iteration 19Q: 3 clusters Score -1229240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1229241.500000 Penalty: 4440.364258
	Iteration 20F: 3 clusters Score -1229242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1229246.500000 Penalty: 4440.364258
	Iteration 21Q: 3 clusters Score -1229246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1229248.250000 Penalty: 4440.364258
	Iteration 22Q: 3 clusters Score -1229248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1229247.375000 Penalty: 4440.364258
	Iteration 23Q: 3 clusters Score -1229247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1229247.375000 Penalty: 4440.364258
	Iteration 24F: 3 clusters Score -1229247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -538464.250000 Penalty: 2026.766846
	Iteration 0F: 2 clusters Score -538464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -534927.437500 Penalty: 4053.533691
	Iteration 0F: 3 clusters Score -534927.4 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -535684.437500 Penalty: 4053.533691
	Iteration 1F: 3 clusters Score -535684.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -535906.125000 Penalty: 4053.533691
	Iteration 2F: 3 clusters Score -535906.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -536096.125000 Penalty: 4053.533691
	Iteration 3F: 3 clusters Score -536096.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -536247.375000 Penalty: 4053.533691
	Iteration 4F: 3 clusters Score -536247.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -536350.125000 Penalty: 4053.533691
	Iteration 5Q: 3 clusters Score -536350.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -536430.375000 Penalty: 4053.533691
	Iteration 6Q: 3 clusters Score -536430.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -536480.062500 Penalty: 4053.533691
	Iteration 7Q: 3 clusters Score -536480.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -536525.250000 Penalty: 4053.533691
	Iteration 8Q: 3 clusters Score -536525.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -536565.500000 Penalty: 4053.533691
	Iteration 9Q: 3 clusters Score -536565.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -536609.312500 Penalty: 4053.533691
	Iteration 10Q: 3 clusters Score -536609.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -536653.812500 Penalty: 4053.533691
	Iteration 11Q: 3 clusters Score -536653.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -536701.312500 Penalty: 4053.533691
	Iteration 12Q: 3 clusters Score -536701.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -536749.375000 Penalty: 4053.533691
	Iteration 13Q: 3 clusters Score -536749.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -536784.750000 Penalty: 4053.533691
	Iteration 14Q: 3 clusters Score -536784.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -536807.875000 Penalty: 4053.533691
	Iteration 15Q: 3 clusters Score -536807.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -536826.125000 Penalty: 4053.533691
	Iteration 16Q: 3 clusters Score -536826.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -536843.187500 Penalty: 4053.533691
	Iteration 17Q: 3 clusters Score -536843.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -536861.000000 Penalty: 4053.533691
	Iteration 18Q: 3 clusters Score -536861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -536878.875000 Penalty: 4053.533691
	Iteration 19Q: 3 clusters Score -536878.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -536890.500000 Penalty: 4053.533691
	Iteration 20F: 3 clusters Score -536890.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -536903.062500 Penalty: 4053.533691
	Iteration 21Q: 3 clusters Score -536903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -536912.812500 Penalty: 4053.533691
	Iteration 22Q: 3 clusters Score -536912.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -536921.812500 Penalty: 4053.533691
	Iteration 23Q: 3 clusters Score -536921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -536932.750000 Penalty: 4053.533691
	Iteration 24Q: 3 clusters Score -536932.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -536944.125000 Penalty: 4053.533691
	Iteration 25Q: 3 clusters Score -536944.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -536948.375000 Penalty: 4053.533691
	Iteration 26Q: 3 clusters Score -536948.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -536955.375000 Penalty: 4053.533691
	Iteration 27Q: 3 clusters Score -536955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -536958.187500 Penalty: 4053.533691
	Iteration 28Q: 3 clusters Score -536958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -536959.750000 Penalty: 4053.533691
	Iteration 29Q: 3 clusters Score -536959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -536960.750000 Penalty: 4053.533691
	Iteration 30Q: 3 clusters Score -536960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -536961.812500 Penalty: 4053.533691
	Iteration 31Q: 3 clusters Score -536961.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -536964.562500 Penalty: 4053.533691
	Iteration 32Q: 3 clusters Score -536964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -536966.000000 Penalty: 4053.533691
	Iteration 33Q: 3 clusters Score -536966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -536966.375000 Penalty: 4053.533691
	Iteration 34Q: 3 clusters Score -536966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -536967.500000 Penalty: 4053.533691
	Iteration 35Q: 3 clusters Score -536967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -536967.750000 Penalty: 4053.533691
	Iteration 36Q: 3 clusters Score -536967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -536967.750000 Penalty: 4053.533691
	Iteration 37F: 3 clusters Score -536967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -106291.921875 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -106291.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104580.289062 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -104580.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105184.101562 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -105184.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105474.109375 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -105474.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -105736.929688 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -105736.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105868.804688 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -105868.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105949.750000 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -105949.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -105995.320312 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -105995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106011.921875 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -106011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106017.523438 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -106017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106021.906250 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -106021.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106025.484375 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -106025.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -106025.484375 Penalty: 3369.559082
	Iteration 11F: 3 clusters Score -106025.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Entering Unmasked Estep 
Score: -19696422.000000 Penalty: 2910.423828
	Iteration 0F: 2 clusters Score -1.969642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62551 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -19616312.000000 Penalty: 5820.847656
	Iteration 0F: 3 clusters Score -1.961631e+07 nChanged 59547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -19650534.000000 Penalty: 5820.847656
	Iteration 1F: 3 clusters Score -1.965053e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -19651548.000000 Penalty: 5820.847656
	Iteration 2Q: 3 clusters Score -1.965155e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64498 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -19652784.000000 Penalty: 5820.847656
	Iteration 3Q: 3 clusters Score -1.965278e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -19654776.000000 Penalty: 5820.847656
	Iteration 4Q: 3 clusters Score -1.965478e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -19657354.000000 Penalty: 5820.847656
	Iteration 5Q: 3 clusters Score -1.965735e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
Score: -19661328.000000 Penalty: 5820.847656
	Iteration 6F: 3 clusters Score -1.966133e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -19666358.000000 Penalty: 5820.847656
	Iteration 7F: 3 clusters Score -1.966636e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -19671702.000000 Penalty: 5820.847656
	Iteration 8F: 3 clusters Score -1.96717e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -19676472.000000 Penalty: 5820.847656
	Iteration 9F: 3 clusters Score -1.967647e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -19679264.000000 Penalty: 5820.847656
	Iteration 10Q: 3 clusters Score -1.967926e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -19680424.000000 Penalty: 5820.847656
	Iteration 11Q: 3 clusters Score -1.968042e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -19681012.000000 Penalty: 5820.847656
	Iteration 12Q: 3 clusters Score -1.968101e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -19681490.000000 Penalty: 5820.847656
	Iteration 13Q: 3 clusters Score -1.968149e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -19681944.000000 Penalty: 5820.847656
	Iteration 14Q: 3 clusters Score -1.968194e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69751 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -19682380.000000 Penalty: 5820.847656
	Iteration 15Q: 3 clusters Score -1.968238e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -19682758.000000 Penalty: 5820.847656
	Iteration 16Q: 3 clusters Score -1.968276e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -19683232.000000 Penalty: 5820.847656
	Iteration 17Q: 3 clusters Score -1.968323e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69556 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -19683664.000000 Penalty: 5820.847656
	Iteration 18Q: 3 clusters Score -1.968366e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -19684094.000000 Penalty: 5820.847656
	Iteration 19Q: 3 clusters Score -1.968409e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -19684548.000000 Penalty: 5820.847656
	Iteration 20F: 3 clusters Score -1.968455e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -19684976.000000 Penalty: 5820.847656
	Iteration 21Q: 3 clusters Score -1.968498e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68805 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -19685296.000000 Penalty: 5820.847656
	Iteration 22Q: 3 clusters Score -1.96853e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -19685670.000000 Penalty: 5820.847656
	Iteration 23Q: 3 clusters Score -1.968567e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -19686058.000000 Penalty: 5820.847656
	Iteration 24Q: 3 clusters Score -1.968606e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -19686464.000000 Penalty: 5820.847656
	Iteration 25Q: 3 clusters Score -1.968646e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68393 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -19686762.000000 Penalty: 5820.847656
	Iteration 26Q: 3 clusters Score -1.968676e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -19687024.000000 Penalty: 5820.847656
	Iteration 27Q: 3 clusters Score -1.968702e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -19687152.000000 Penalty: 5820.847656
	Iteration 28Q: 3 clusters Score -1.968715e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -19687322.000000 Penalty: 5820.847656
	Iteration 29Q: 3 clusters Score -1.968732e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -19687378.000000 Penalty: 5820.847656
	Iteration 30Q: 3 clusters Score -1.968738e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 56415 members 
Entering Unmasked Estep 
Score: -19687460.000000 Penalty: 5820.847656
	Iteration 31Q: 3 clusters Score -1.968746e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -19687508.000000 Penalty: 5820.847656
	Iteration 32Q: 3 clusters Score -1.968751e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68772 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -19687586.000000 Penalty: 5820.847656
	Iteration 33Q: 3 clusters Score -1.968759e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68908 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -19687570.000000 Penalty: 5820.847656
	Iteration 34Q: 3 clusters Score -1.968757e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -19687636.000000 Penalty: 5820.847656
	Iteration 35Q: 3 clusters Score -1.968764e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -19687668.000000 Penalty: 5820.847656
	Iteration 36Q: 3 clusters Score -1.968767e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -19687636.000000 Penalty: 5820.847656
	Iteration 37Q: 3 clusters Score -1.968764e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69481 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -19687612.000000 Penalty: 5820.847656
	Iteration 38Q: 3 clusters Score -1.968761e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -19687588.000000 Penalty: 5820.847656
	Iteration 39Q: 3 clusters Score -1.968759e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -19687614.000000 Penalty: 5820.847656
	Iteration 40F: 3 clusters Score -1.968761e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -19687618.000000 Penalty: 5820.847656
	Iteration 41Q: 3 clusters Score -1.968762e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -19687596.000000 Penalty: 5820.847656
	Iteration 42Q: 3 clusters Score -1.96876e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70078 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -19687630.000000 Penalty: 5820.847656
	Iteration 43Q: 3 clusters Score -1.968763e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -19687632.000000 Penalty: 5820.847656
	Iteration 44Q: 3 clusters Score -1.968763e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70263 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -19687630.000000 Penalty: 5820.847656
	Iteration 45Q: 3 clusters Score -1.968763e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -19687628.000000 Penalty: 5820.847656
	Iteration 46Q: 3 clusters Score -1.968763e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -19687610.000000 Penalty: 5820.847656
	Iteration 47Q: 3 clusters Score -1.968761e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -19687620.000000 Penalty: 5820.847656
	Iteration 48Q: 3 clusters Score -1.968762e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -19687616.000000 Penalty: 5820.847656
	Iteration 49Q: 3 clusters Score -1.968762e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -19687642.000000 Penalty: 5820.847656
	Iteration 50Q: 3 clusters Score -1.968764e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -19687598.000000 Penalty: 5820.847656
	Iteration 51Q: 3 clusters Score -1.96876e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -19687584.000000 Penalty: 5820.847656
	Iteration 52Q: 3 clusters Score -1.968758e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -19687590.000000 Penalty: 5820.847656
	Iteration 53Q: 3 clusters Score -1.968759e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -19687570.000000 Penalty: 5820.847656
	Iteration 54Q: 3 clusters Score -1.968757e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -19687592.000000 Penalty: 5820.847656
	Iteration 55Q: 3 clusters Score -1.968759e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -19687584.000000 Penalty: 5820.847656
	Iteration 56Q: 3 clusters Score -1.968758e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71398 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -19687574.000000 Penalty: 5820.847656
	Iteration 57Q: 3 clusters Score -1.968757e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -19687544.000000 Penalty: 5820.847656
	Iteration 58Q: 3 clusters Score -1.968754e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -19687542.000000 Penalty: 5820.847656
	Iteration 59Q: 3 clusters Score -1.968754e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -19687512.000000 Penalty: 5820.847656
	Iteration 60F: 3 clusters Score -1.968751e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -19687514.000000 Penalty: 5820.847656
	Iteration 61Q: 3 clusters Score -1.968751e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -19687528.000000 Penalty: 5820.847656
	Iteration 62Q: 3 clusters Score -1.968753e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -19687528.000000 Penalty: 5820.847656
	Iteration 63Q: 3 clusters Score -1.968753e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -19687548.000000 Penalty: 5820.847656
	Iteration 64Q: 3 clusters Score -1.968755e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -19687522.000000 Penalty: 5820.847656
	Iteration 65Q: 3 clusters Score -1.968752e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72236 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -19687522.000000 Penalty: 5820.847656
	Iteration 66Q: 3 clusters Score -1.968752e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -19687526.000000 Penalty: 5820.847656
	Iteration 67Q: 3 clusters Score -1.968753e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72386 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -19687524.000000 Penalty: 5820.847656
	Iteration 68Q: 3 clusters Score -1.968752e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -19687542.000000 Penalty: 5820.847656
	Iteration 69Q: 3 clusters Score -1.968754e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -19687538.000000 Penalty: 5820.847656
	Iteration 70Q: 3 clusters Score -1.968754e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -19687526.000000 Penalty: 5820.847656
	Iteration 71Q: 3 clusters Score -1.968753e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -19687520.000000 Penalty: 5820.847656
	Iteration 72Q: 3 clusters Score -1.968752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72729 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -19687528.000000 Penalty: 5820.847656
	Iteration 73Q: 3 clusters Score -1.968753e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -19687532.000000 Penalty: 5820.847656
	Iteration 74Q: 3 clusters Score -1.968753e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72861 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -19687532.000000 Penalty: 5820.847656
	Iteration 75Q: 3 clusters Score -1.968753e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72940 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -19687548.000000 Penalty: 5820.847656
	Iteration 76Q: 3 clusters Score -1.968755e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -19687552.000000 Penalty: 5820.847656
	Iteration 77Q: 3 clusters Score -1.968755e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -19687572.000000 Penalty: 5820.847656
	Iteration 78Q: 3 clusters Score -1.968757e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -19687588.000000 Penalty: 5820.847656
	Iteration 79Q: 3 clusters Score -1.968759e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73318 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -19687614.000000 Penalty: 5820.847656
	Iteration 80F: 3 clusters Score -1.968761e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73409 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -19687648.000000 Penalty: 5820.847656
	Iteration 81Q: 3 clusters Score -1.968765e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -19687664.000000 Penalty: 5820.847656
	Iteration 82Q: 3 clusters Score -1.968766e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -19687640.000000 Penalty: 5820.847656
	Iteration 83Q: 3 clusters Score -1.968764e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -19687630.000000 Penalty: 5820.847656
	Iteration 84Q: 3 clusters Score -1.968763e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -19687662.000000 Penalty: 5820.847656
	Iteration 85Q: 3 clusters Score -1.968766e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -19687662.000000 Penalty: 5820.847656
	Iteration 86Q: 3 clusters Score -1.968766e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -19687662.000000 Penalty: 5820.847656
	Iteration 87Q: 3 clusters Score -1.968766e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -19687650.000000 Penalty: 5820.847656
	Iteration 88Q: 3 clusters Score -1.968765e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -19687638.000000 Penalty: 5820.847656
	Iteration 89Q: 3 clusters Score -1.968764e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -19687634.000000 Penalty: 5820.847656
	Iteration 90Q: 3 clusters Score -1.968763e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -19687624.000000 Penalty: 5820.847656
	Iteration 91Q: 3 clusters Score -1.968762e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74646 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -19687668.000000 Penalty: 5820.847656
	Iteration 92Q: 3 clusters Score -1.968767e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -19687646.000000 Penalty: 5820.847656
	Iteration 93Q: 3 clusters Score -1.968765e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -19687680.000000 Penalty: 5820.847656
	Iteration 94Q: 3 clusters Score -1.968768e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -19687686.000000 Penalty: 5820.847656
	Iteration 95Q: 3 clusters Score -1.968769e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -19687704.000000 Penalty: 5820.847656
	Iteration 96Q: 3 clusters Score -1.96877e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -19687706.000000 Penalty: 5820.847656
	Iteration 97Q: 3 clusters Score -1.968771e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -19687734.000000 Penalty: 5820.847656
	Iteration 98Q: 3 clusters Score -1.968773e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -19687758.000000 Penalty: 5820.847656
	Iteration 99Q: 3 clusters Score -1.968776e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -19687718.000000 Penalty: 5820.847656
	Iteration 100F: 3 clusters Score -1.968772e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -19687756.000000 Penalty: 5820.847656
	Iteration 101Q: 3 clusters Score -1.968776e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -19687750.000000 Penalty: 5820.847656
	Iteration 102Q: 3 clusters Score -1.968775e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76178 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -19687730.000000 Penalty: 5820.847656
	Iteration 103Q: 3 clusters Score -1.968773e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -19687718.000000 Penalty: 5820.847656
	Iteration 104Q: 3 clusters Score -1.968772e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -19687680.000000 Penalty: 5820.847656
	Iteration 105Q: 3 clusters Score -1.968768e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -19687686.000000 Penalty: 5820.847656
	Iteration 106Q: 3 clusters Score -1.968769e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -19687688.000000 Penalty: 5820.847656
	Iteration 107Q: 3 clusters Score -1.968769e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -19687682.000000 Penalty: 5820.847656
	Iteration 108Q: 3 clusters Score -1.968768e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -19687652.000000 Penalty: 5820.847656
	Iteration 109Q: 3 clusters Score -1.968765e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -19687654.000000 Penalty: 5820.847656
	Iteration 110Q: 3 clusters Score -1.968765e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -19687664.000000 Penalty: 5820.847656
	Iteration 111Q: 3 clusters Score -1.968766e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -19687640.000000 Penalty: 5820.847656
	Iteration 112Q: 3 clusters Score -1.968764e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -19687674.000000 Penalty: 5820.847656
	Iteration 113Q: 3 clusters Score -1.968767e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -19687674.000000 Penalty: 5820.847656
	Iteration 114Q: 3 clusters Score -1.968767e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -19687676.000000 Penalty: 5820.847656
	Iteration 115Q: 3 clusters Score -1.968768e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -19687682.000000 Penalty: 5820.847656
	Iteration 116Q: 3 clusters Score -1.968768e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -19687676.000000 Penalty: 5820.847656
	Iteration 117Q: 3 clusters Score -1.968768e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -19687676.000000 Penalty: 5820.847656
	Iteration 118Q: 3 clusters Score -1.968768e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -19687720.000000 Penalty: 5820.847656
	Iteration 119Q: 3 clusters Score -1.968772e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -19687740.000000 Penalty: 5820.847656
	Iteration 120F: 3 clusters Score -1.968774e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -19687746.000000 Penalty: 5820.847656
	Iteration 121Q: 3 clusters Score -1.968775e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -19687726.000000 Penalty: 5820.847656
	Iteration 122Q: 3 clusters Score -1.968773e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -19687730.000000 Penalty: 5820.847656
	Iteration 123Q: 3 clusters Score -1.968773e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -19687754.000000 Penalty: 5820.847656
	Iteration 124Q: 3 clusters Score -1.968775e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -19687748.000000 Penalty: 5820.847656
	Iteration 125Q: 3 clusters Score -1.968775e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -19687790.000000 Penalty: 5820.847656
	Iteration 126Q: 3 clusters Score -1.968779e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -19687790.000000 Penalty: 5820.847656
	Iteration 127Q: 3 clusters Score -1.968779e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -19687776.000000 Penalty: 5820.847656
	Iteration 128Q: 3 clusters Score -1.968778e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -19687798.000000 Penalty: 5820.847656
	Iteration 129Q: 3 clusters Score -1.96878e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78742 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -19687806.000000 Penalty: 5820.847656
	Iteration 130Q: 3 clusters Score -1.968781e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -19687824.000000 Penalty: 5820.847656
	Iteration 131Q: 3 clusters Score -1.968782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -19687810.000000 Penalty: 5820.847656
	Iteration 132Q: 3 clusters Score -1.968781e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -19687786.000000 Penalty: 5820.847656
	Iteration 133Q: 3 clusters Score -1.968779e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -19687776.000000 Penalty: 5820.847656
	Iteration 134Q: 3 clusters Score -1.968778e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -19687774.000000 Penalty: 5820.847656
	Iteration 135Q: 3 clusters Score -1.968777e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -19687772.000000 Penalty: 5820.847656
	Iteration 136Q: 3 clusters Score -1.968777e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -19687788.000000 Penalty: 5820.847656
	Iteration 137Q: 3 clusters Score -1.968779e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -19687802.000000 Penalty: 5820.847656
	Iteration 138Q: 3 clusters Score -1.96878e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -19687806.000000 Penalty: 5820.847656
	Iteration 139Q: 3 clusters Score -1.968781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -19687802.000000 Penalty: 5820.847656
	Iteration 140F: 3 clusters Score -1.96878e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79558 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -19687828.000000 Penalty: 5820.847656
	Iteration 141Q: 3 clusters Score -1.968783e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -19687880.000000 Penalty: 5820.847656
	Iteration 142Q: 3 clusters Score -1.968788e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79691 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -19687868.000000 Penalty: 5820.847656
	Iteration 143Q: 3 clusters Score -1.968787e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -19687870.000000 Penalty: 5820.847656
	Iteration 144Q: 3 clusters Score -1.968787e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79844 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -19687858.000000 Penalty: 5820.847656
	Iteration 145Q: 3 clusters Score -1.968786e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -19687864.000000 Penalty: 5820.847656
	Iteration 146Q: 3 clusters Score -1.968786e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79939 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -19687872.000000 Penalty: 5820.847656
	Iteration 147Q: 3 clusters Score -1.968787e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -19687888.000000 Penalty: 5820.847656
	Iteration 148Q: 3 clusters Score -1.968789e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -19687904.000000 Penalty: 5820.847656
	Iteration 149Q: 3 clusters Score -1.96879e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80149 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -19687894.000000 Penalty: 5820.847656
	Iteration 150Q: 3 clusters Score -1.968789e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -19687884.000000 Penalty: 5820.847656
	Iteration 151Q: 3 clusters Score -1.968788e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -19687912.000000 Penalty: 5820.847656
	Iteration 152Q: 3 clusters Score -1.968791e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -19687920.000000 Penalty: 5820.847656
	Iteration 153Q: 3 clusters Score -1.968792e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -19687928.000000 Penalty: 5820.847656
	Iteration 154Q: 3 clusters Score -1.968793e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -19687952.000000 Penalty: 5820.847656
	Iteration 155Q: 3 clusters Score -1.968795e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -19687960.000000 Penalty: 5820.847656
	Iteration 156Q: 3 clusters Score -1.968796e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -19687976.000000 Penalty: 5820.847656
	Iteration 157Q: 3 clusters Score -1.968798e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80975 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -19687980.000000 Penalty: 5820.847656
	Iteration 158Q: 3 clusters Score -1.968798e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -19687978.000000 Penalty: 5820.847656
	Iteration 159Q: 3 clusters Score -1.968798e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -19687980.000000 Penalty: 5820.847656
	Iteration 160F: 3 clusters Score -1.968798e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -19687960.000000 Penalty: 5820.847656
	Iteration 161Q: 3 clusters Score -1.968796e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -19687934.000000 Penalty: 5820.847656
	Iteration 162Q: 3 clusters Score -1.968793e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -19687962.000000 Penalty: 5820.847656
	Iteration 163Q: 3 clusters Score -1.968796e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -19687930.000000 Penalty: 5820.847656
	Iteration 164Q: 3 clusters Score -1.968793e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -19687930.000000 Penalty: 5820.847656
	Iteration 165Q: 3 clusters Score -1.968793e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -19687888.000000 Penalty: 5820.847656
	Iteration 166Q: 3 clusters Score -1.968789e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -19687930.000000 Penalty: 5820.847656
	Iteration 167Q: 3 clusters Score -1.968793e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82774 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -19687954.000000 Penalty: 5820.847656
	Iteration 168Q: 3 clusters Score -1.968795e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -19687970.000000 Penalty: 5820.847656
	Iteration 169Q: 3 clusters Score -1.968797e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -19687962.000000 Penalty: 5820.847656
	Iteration 170Q: 3 clusters Score -1.968796e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -19687974.000000 Penalty: 5820.847656
	Iteration 171Q: 3 clusters Score -1.968797e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -19688024.000000 Penalty: 5820.847656
	Iteration 172Q: 3 clusters Score -1.968802e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -19688028.000000 Penalty: 5820.847656
	Iteration 173Q: 3 clusters Score -1.968803e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -19688030.000000 Penalty: 5820.847656
	Iteration 174Q: 3 clusters Score -1.968803e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84393 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -19688082.000000 Penalty: 5820.847656
	Iteration 175Q: 3 clusters Score -1.968808e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -19688092.000000 Penalty: 5820.847656
	Iteration 176Q: 3 clusters Score -1.968809e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84997 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -19688116.000000 Penalty: 5820.847656
	Iteration 177Q: 3 clusters Score -1.968812e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85298 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -19688120.000000 Penalty: 5820.847656
	Iteration 178Q: 3 clusters Score -1.968812e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -19688140.000000 Penalty: 5820.847656
	Iteration 179Q: 3 clusters Score -1.968814e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85954 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -19688130.000000 Penalty: 5820.847656
	Iteration 180F: 3 clusters Score -1.968813e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -19688100.000000 Penalty: 5820.847656
	Iteration 181Q: 3 clusters Score -1.96881e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -19688114.000000 Penalty: 5820.847656
	Iteration 182Q: 3 clusters Score -1.968811e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -19688128.000000 Penalty: 5820.847656
	Iteration 183Q: 3 clusters Score -1.968813e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -19688174.000000 Penalty: 5820.847656
	Iteration 184Q: 3 clusters Score -1.968817e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -19688188.000000 Penalty: 5820.847656
	Iteration 185Q: 3 clusters Score -1.968819e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -19688230.000000 Penalty: 5820.847656
	Iteration 186Q: 3 clusters Score -1.968823e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -19688188.000000 Penalty: 5820.847656
	Iteration 187Q: 3 clusters Score -1.968819e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -19688196.000000 Penalty: 5820.847656
	Iteration 188Q: 3 clusters Score -1.96882e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -19688286.000000 Penalty: 5820.847656
	Iteration 189Q: 3 clusters Score -1.968829e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -19688370.000000 Penalty: 5820.847656
	Iteration 190Q: 3 clusters Score -1.968837e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -19688400.000000 Penalty: 5820.847656
	Iteration 191Q: 3 clusters Score -1.96884e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -19688460.000000 Penalty: 5820.847656
	Iteration 192Q: 3 clusters Score -1.968846e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91281 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -19688578.000000 Penalty: 5820.847656
	Iteration 193Q: 3 clusters Score -1.968858e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -19688580.000000 Penalty: 5820.847656
	Iteration 194Q: 3 clusters Score -1.968858e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92407 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -19688658.000000 Penalty: 5820.847656
	Iteration 195Q: 3 clusters Score -1.968866e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -19688768.000000 Penalty: 5820.847656
	Iteration 196Q: 3 clusters Score -1.968877e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -19688864.000000 Penalty: 5820.847656
	Iteration 197Q: 3 clusters Score -1.968886e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -19688968.000000 Penalty: 5820.847656
	Iteration 198Q: 3 clusters Score -1.968897e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -19689034.000000 Penalty: 5820.847656
	Iteration 199Q: 3 clusters Score -1.968903e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95453 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -19689138.000000 Penalty: 5820.847656
	Iteration 200F: 3 clusters Score -1.968914e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -19689182.000000 Penalty: 5820.847656
	Iteration 201Q: 3 clusters Score -1.968918e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96676 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -19689270.000000 Penalty: 5820.847656
	Iteration 202Q: 3 clusters Score -1.968927e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97303 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -19689398.000000 Penalty: 5820.847656
	Iteration 203Q: 3 clusters Score -1.96894e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97919 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -19689478.000000 Penalty: 5820.847656
	Iteration 204Q: 3 clusters Score -1.968948e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -19689558.000000 Penalty: 5820.847656
	Iteration 205Q: 3 clusters Score -1.968956e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99188 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -19689676.000000 Penalty: 5820.847656
	Iteration 206Q: 3 clusters Score -1.968968e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -19689832.000000 Penalty: 5820.847656
	Iteration 207Q: 3 clusters Score -1.968983e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -19689902.000000 Penalty: 5820.847656
	Iteration 208Q: 3 clusters Score -1.96899e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101028 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -19690070.000000 Penalty: 5820.847656
	Iteration 209Q: 3 clusters Score -1.969007e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101671 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -19690218.000000 Penalty: 5820.847656
	Iteration 210Q: 3 clusters Score -1.969022e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -19690246.000000 Penalty: 5820.847656
	Iteration 211Q: 3 clusters Score -1.969025e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -19690356.000000 Penalty: 5820.847656
	Iteration 212Q: 3 clusters Score -1.969036e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -19690484.000000 Penalty: 5820.847656
	Iteration 213Q: 3 clusters Score -1.969048e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -19690516.000000 Penalty: 5820.847656
	Iteration 214Q: 3 clusters Score -1.969052e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -19690586.000000 Penalty: 5820.847656
	Iteration 215Q: 3 clusters Score -1.969059e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -19690694.000000 Penalty: 5820.847656
	Iteration 216Q: 3 clusters Score -1.969069e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106406 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -19690856.000000 Penalty: 5820.847656
	Iteration 217Q: 3 clusters Score -1.969086e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -19691012.000000 Penalty: 5820.847656
	Iteration 218Q: 3 clusters Score -1.969101e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -19691242.000000 Penalty: 5820.847656
	Iteration 219Q: 3 clusters Score -1.969124e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -19691434.000000 Penalty: 5820.847656
	Iteration 220F: 3 clusters Score -1.969143e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -19691630.000000 Penalty: 5820.847656
	Iteration 221Q: 3 clusters Score -1.969163e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -19691772.000000 Penalty: 5820.847656
	Iteration 222Q: 3 clusters Score -1.969177e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -19691880.000000 Penalty: 5820.847656
	Iteration 223Q: 3 clusters Score -1.969188e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111532 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -19692098.000000 Penalty: 5820.847656
	Iteration 224Q: 3 clusters Score -1.96921e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112263 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -19692208.000000 Penalty: 5820.847656
	Iteration 225Q: 3 clusters Score -1.969221e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -19692356.000000 Penalty: 5820.847656
	Iteration 226Q: 3 clusters Score -1.969236e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113540 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -19692396.000000 Penalty: 5820.847656
	Iteration 227Q: 3 clusters Score -1.96924e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114113 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -19692504.000000 Penalty: 5820.847656
	Iteration 228Q: 3 clusters Score -1.96925e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -19692562.000000 Penalty: 5820.847656
	Iteration 229Q: 3 clusters Score -1.969256e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115195 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -19692672.000000 Penalty: 5820.847656
	Iteration 230Q: 3 clusters Score -1.969267e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115713 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -19692792.000000 Penalty: 5820.847656
	Iteration 231Q: 3 clusters Score -1.969279e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116206 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -19692858.000000 Penalty: 5820.847656
	Iteration 232Q: 3 clusters Score -1.969286e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -19692908.000000 Penalty: 5820.847656
	Iteration 233Q: 3 clusters Score -1.969291e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117147 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -19692932.000000 Penalty: 5820.847656
	Iteration 234Q: 3 clusters Score -1.969293e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117560 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -19693062.000000 Penalty: 5820.847656
	Iteration 235Q: 3 clusters Score -1.969306e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117951 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -19693038.000000 Penalty: 5820.847656
	Iteration 236Q: 3 clusters Score -1.969304e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118307 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -19693104.000000 Penalty: 5820.847656
	Iteration 237Q: 3 clusters Score -1.96931e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118648 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -19693154.000000 Penalty: 5820.847656
	Iteration 238Q: 3 clusters Score -1.969315e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -19693192.000000 Penalty: 5820.847656
	Iteration 239Q: 3 clusters Score -1.969319e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -19693258.000000 Penalty: 5820.847656
	Iteration 240F: 3 clusters Score -1.969326e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119591 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -19693292.000000 Penalty: 5820.847656
	Iteration 241Q: 3 clusters Score -1.969329e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119874 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -19693440.000000 Penalty: 5820.847656
	Iteration 242Q: 3 clusters Score -1.969344e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120160 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -19693516.000000 Penalty: 5820.847656
	Iteration 243Q: 3 clusters Score -1.969352e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120386 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -19693566.000000 Penalty: 5820.847656
	Iteration 244Q: 3 clusters Score -1.969357e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -19693618.000000 Penalty: 5820.847656
	Iteration 245Q: 3 clusters Score -1.969362e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120787 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -19693650.000000 Penalty: 5820.847656
	Iteration 246Q: 3 clusters Score -1.969365e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120966 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -19693676.000000 Penalty: 5820.847656
	Iteration 247Q: 3 clusters Score -1.969368e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121138 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -19693706.000000 Penalty: 5820.847656
	Iteration 248Q: 3 clusters Score -1.969371e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -19693680.000000 Penalty: 5820.847656
	Iteration 249Q: 3 clusters Score -1.969368e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121432 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -19693750.000000 Penalty: 5820.847656
	Iteration 250Q: 3 clusters Score -1.969375e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121571 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -19693762.000000 Penalty: 5820.847656
	Iteration 251Q: 3 clusters Score -1.969376e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121697 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -19693790.000000 Penalty: 5820.847656
	Iteration 252Q: 3 clusters Score -1.969379e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121806 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -19693836.000000 Penalty: 5820.847656
	Iteration 253Q: 3 clusters Score -1.969384e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -19693864.000000 Penalty: 5820.847656
	Iteration 254Q: 3 clusters Score -1.969386e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122000 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -19693886.000000 Penalty: 5820.847656
	Iteration 255Q: 3 clusters Score -1.969389e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122077 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -19693880.000000 Penalty: 5820.847656
	Iteration 256Q: 3 clusters Score -1.969388e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122163 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -19693872.000000 Penalty: 5820.847656
	Iteration 257Q: 3 clusters Score -1.969387e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -19693880.000000 Penalty: 5820.847656
	Iteration 258Q: 3 clusters Score -1.969388e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122297 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -19693900.000000 Penalty: 5820.847656
	Iteration 259Q: 3 clusters Score -1.96939e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122367 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -19693916.000000 Penalty: 5820.847656
	Iteration 260F: 3 clusters Score -1.969392e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122424 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -19693898.000000 Penalty: 5820.847656
	Iteration 261Q: 3 clusters Score -1.96939e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122482 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -19693896.000000 Penalty: 5820.847656
	Iteration 262Q: 3 clusters Score -1.96939e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122539 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -19693942.000000 Penalty: 5820.847656
	Iteration 263Q: 3 clusters Score -1.969394e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -19693968.000000 Penalty: 5820.847656
	Iteration 264Q: 3 clusters Score -1.969397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122633 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -19693980.000000 Penalty: 5820.847656
	Iteration 265Q: 3 clusters Score -1.969398e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122699 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -19693980.000000 Penalty: 5820.847656
	Iteration 266Q: 3 clusters Score -1.969398e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122769 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19693968.000000 Penalty: 5820.847656
	Iteration 267Q: 3 clusters Score -1.969397e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122822 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -19693974.000000 Penalty: 5820.847656
	Iteration 268Q: 3 clusters Score -1.969397e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122871 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -19693996.000000 Penalty: 5820.847656
	Iteration 269Q: 3 clusters Score -1.9694e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122904 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -19693978.000000 Penalty: 5820.847656
	Iteration 270Q: 3 clusters Score -1.969398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122925 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -19694002.000000 Penalty: 5820.847656
	Iteration 271Q: 3 clusters Score -1.9694e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122946 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19694004.000000 Penalty: 5820.847656
	Iteration 272Q: 3 clusters Score -1.9694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122970 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -19694020.000000 Penalty: 5820.847656
	Iteration 273Q: 3 clusters Score -1.969402e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122992 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -19694050.000000 Penalty: 5820.847656
	Iteration 274Q: 3 clusters Score -1.969405e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123006 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -19694050.000000 Penalty: 5820.847656
	Iteration 275Q: 3 clusters Score -1.969405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123022 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -19694072.000000 Penalty: 5820.847656
	Iteration 276Q: 3 clusters Score -1.969407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123035 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -19694058.000000 Penalty: 5820.847656
	Iteration 277Q: 3 clusters Score -1.969406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123045 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -19694082.000000 Penalty: 5820.847656
	Iteration 278Q: 3 clusters Score -1.969408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123057 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19694094.000000 Penalty: 5820.847656
	Iteration 279Q: 3 clusters Score -1.969409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123063 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -19694060.000000 Penalty: 5820.847656
	Iteration 280F: 3 clusters Score -1.969406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123070 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19694056.000000 Penalty: 5820.847656
	Iteration 281Q: 3 clusters Score -1.969406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19694068.000000 Penalty: 5820.847656
	Iteration 282Q: 3 clusters Score -1.969407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -19694086.000000 Penalty: 5820.847656
	Iteration 283Q: 3 clusters Score -1.969409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123093 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -19694090.000000 Penalty: 5820.847656
	Iteration 284Q: 3 clusters Score -1.969409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -19694110.000000 Penalty: 5820.847656
	Iteration 285Q: 3 clusters Score -1.969411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123101 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -19694096.000000 Penalty: 5820.847656
	Iteration 286Q: 3 clusters Score -1.96941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123102 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19694090.000000 Penalty: 5820.847656
	Iteration 287Q: 3 clusters Score -1.969409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -19694096.000000 Penalty: 5820.847656
	Iteration 288Q: 3 clusters Score -1.96941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19694096.000000 Penalty: 5820.847656
	Iteration 289Q: 3 clusters Score -1.96941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123105 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19694096.000000 Penalty: 5820.847656
	Iteration 290F: 3 clusters Score -1.96941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Entering Unmasked Estep 
Score: -631010.687500 Penalty: 2076.068115
	Iteration 0F: 2 clusters Score -631010.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -626975.000000 Penalty: 4152.136230
	Iteration 0F: 3 clusters Score -626975 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -628248.437500 Penalty: 4152.136230
	Iteration 1F: 3 clusters Score -628248.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -628939.250000 Penalty: 4152.136230
	Iteration 2F: 3 clusters Score -628939.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -629609.562500 Penalty: 4152.136230
	Iteration 3F: 3 clusters Score -629609.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -630165.625000 Penalty: 4152.136230
	Iteration 4F: 3 clusters Score -630165.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -630509.687500 Penalty: 4152.136230
	Iteration 5F: 3 clusters Score -630509.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -630641.312500 Penalty: 4152.136230
	Iteration 6Q: 3 clusters Score -630641.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -630679.562500 Penalty: 4152.136230
	Iteration 7Q: 3 clusters Score -630679.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -630693.937500 Penalty: 4152.136230
	Iteration 8Q: 3 clusters Score -630693.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -630702.250000 Penalty: 4152.136230
	Iteration 9Q: 3 clusters Score -630702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -630704.625000 Penalty: 4152.136230
	Iteration 10Q: 3 clusters Score -630704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -630706.187500 Penalty: 4152.136230
	Iteration 11Q: 3 clusters Score -630706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -630706.437500 Penalty: 4152.136230
	Iteration 12Q: 3 clusters Score -630706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -630706.437500 Penalty: 4152.136230
	Iteration 13Q: 3 clusters Score -630706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -630706.437500 Penalty: 4152.136230
	Iteration 14F: 3 clusters Score -630706.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -23170.205078 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -23170.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22251.269531 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -22251.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22424.835938 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -22424.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22555.195312 Penalty: 2728.624268
	Iteration 2F: 3 clusters Score -22555.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22643.029297 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -22643.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22659.025391 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -22659.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22685.996094 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -22686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22701.369141 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -22701.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22716.121094 Penalty: 2728.624268
	Iteration 7Q: 3 clusters Score -22716.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22736.412109 Penalty: 2728.624268
	Iteration 8Q: 3 clusters Score -22736.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22747.537109 Penalty: 2728.624268
	Iteration 9Q: 3 clusters Score -22747.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22751.283203 Penalty: 2728.624268
	Iteration 10Q: 3 clusters Score -22751.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22763.552734 Penalty: 2728.624268
	Iteration 11F: 3 clusters Score -22763.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22832.498047 Penalty: 2728.624268
	Iteration 12Q: 3 clusters Score -22832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22833.173828 Penalty: 2728.624268
	Iteration 13Q: 3 clusters Score -22833.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22833.173828 Penalty: 2728.624268
	Iteration 14F: 3 clusters Score -22833.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Entering Unmasked Estep 
Score: -408214.156250 Penalty: 1961.097534
	Iteration 0F: 2 clusters Score -408214.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -405151.312500 Penalty: 3922.195068
	Iteration 0F: 3 clusters Score -405151.3 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -405884.250000 Penalty: 3922.195068
	Iteration 1F: 3 clusters Score -405884.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -406129.031250 Penalty: 3922.195068
	Iteration 2F: 3 clusters Score -406129 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -406330.468750 Penalty: 3922.195068
	Iteration 3F: 3 clusters Score -406330.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -406528.281250 Penalty: 3922.195068
	Iteration 4F: 3 clusters Score -406528.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -406722.312500 Penalty: 3922.195068
	Iteration 5F: 3 clusters Score -406722.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -406905.812500 Penalty: 3922.195068
	Iteration 6F: 3 clusters Score -406905.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -407048.343750 Penalty: 3922.195068
	Iteration 7Q: 3 clusters Score -407048.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -407156.687500 Penalty: 3922.195068
	Iteration 8Q: 3 clusters Score -407156.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -407219.187500 Penalty: 3922.195068
	Iteration 9Q: 3 clusters Score -407219.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -407261.875000 Penalty: 3922.195068
	Iteration 10Q: 3 clusters Score -407261.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -407297.531250 Penalty: 3922.195068
	Iteration 11Q: 3 clusters Score -407297.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -407317.625000 Penalty: 3922.195068
	Iteration 12Q: 3 clusters Score -407317.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -407330.312500 Penalty: 3922.195068
	Iteration 13Q: 3 clusters Score -407330.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -407339.406250 Penalty: 3922.195068
	Iteration 14Q: 3 clusters Score -407339.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -407347.375000 Penalty: 3922.195068
	Iteration 15Q: 3 clusters Score -407347.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -407356.062500 Penalty: 3922.195068
	Iteration 16Q: 3 clusters Score -407356.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -407362.562500 Penalty: 3922.195068
	Iteration 17Q: 3 clusters Score -407362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -407367.312500 Penalty: 3922.195068
	Iteration 18Q: 3 clusters Score -407367.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -407370.281250 Penalty: 3922.195068
	Iteration 19Q: 3 clusters Score -407370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -407370.500000 Penalty: 3922.195068
	Iteration 20F: 3 clusters Score -407370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -407370.843750 Penalty: 3922.195068
	Iteration 21Q: 3 clusters Score -407370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -407371.031250 Penalty: 3922.195068
	Iteration 22Q: 3 clusters Score -407371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -407372.000000 Penalty: 3922.195068
	Iteration 23Q: 3 clusters Score -407372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -407373.687500 Penalty: 3922.195068
	Iteration 24Q: 3 clusters Score -407373.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -407374.031250 Penalty: 3922.195068
	Iteration 25Q: 3 clusters Score -407374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -407374.343750 Penalty: 3922.195068
	Iteration 26Q: 3 clusters Score -407374.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -407374.343750 Penalty: 3922.195068
	Iteration 27F: 3 clusters Score -407374.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -240474.515625 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -240474.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -238072.234375 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -238072.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -238527.953125 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -238528 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -238690.359375 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -238690.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -238800.234375 Penalty: 3680.904053
	Iteration 3F: 3 clusters Score -238800.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -238885.093750 Penalty: 3680.904053
	Iteration 4Q: 3 clusters Score -238885.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -238970.281250 Penalty: 3680.904053
	Iteration 5Q: 3 clusters Score -238970.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -239037.015625 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -239037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239094.578125 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -239094.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -239160.140625 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -239160.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -239207.984375 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -239208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -239248.750000 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -239248.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -239288.203125 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -239288.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -239331.625000 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -239331.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -239355.906250 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -239355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -239372.875000 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -239372.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -239390.859375 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -239390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -239406.843750 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -239406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -239413.765625 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -239413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -239415.765625 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -239415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -239417.359375 Penalty: 3680.904053
	Iteration 19Q: 3 clusters Score -239417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -239419.218750 Penalty: 3680.904053
	Iteration 20F: 3 clusters Score -239419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -239420.484375 Penalty: 3680.904053
	Iteration 21Q: 3 clusters Score -239420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -239423.078125 Penalty: 3680.904053
	Iteration 22Q: 3 clusters Score -239423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -239426.796875 Penalty: 3680.904053
	Iteration 23Q: 3 clusters Score -239426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -239428.609375 Penalty: 3680.904053
	Iteration 24Q: 3 clusters Score -239428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -239428.906250 Penalty: 3680.904053
	Iteration 25Q: 3 clusters Score -239428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -239428.906250 Penalty: 3680.904053
	Iteration 26F: 3 clusters Score -239428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140055 members 
Entering Unmasked Estep 
Score: -22003550.000000 Penalty: 2938.748047
	Iteration 0F: 2 clusters Score -2.200355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -21914174.000000 Penalty: 5877.496094
	Iteration 0F: 3 clusters Score -2.191417e+07 nChanged 66858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71562 members 
Mstep: Class 2 contains 68493 members 
Entering Unmasked Estep 
Score: -21952758.000000 Penalty: 5877.496094
	Iteration 1F: 3 clusters Score -2.195276e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72261 members 
Mstep: Class 2 contains 67794 members 
Entering Unmasked Estep 
Score: -21953650.000000 Penalty: 5877.496094
	Iteration 2Q: 3 clusters Score -2.195365e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -21954760.000000 Penalty: 5877.496094
	Iteration 3Q: 3 clusters Score -2.195476e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -21956216.000000 Penalty: 5877.496094
	Iteration 4Q: 3 clusters Score -2.195622e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -21958160.000000 Penalty: 5877.496094
	Iteration 5Q: 3 clusters Score -2.195816e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78712 members 
Mstep: Class 2 contains 61343 members 
Entering Unmasked Estep 
Score: -21960958.000000 Penalty: 5877.496094
	Iteration 6Q: 3 clusters Score -2.196096e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -21964150.000000 Penalty: 5877.496094
	Iteration 7Q: 3 clusters Score -2.196415e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -21968244.000000 Penalty: 5877.496094
	Iteration 8Q: 3 clusters Score -2.196824e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -21972852.000000 Penalty: 5877.496094
	Iteration 9F: 3 clusters Score -2.197285e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -21977704.000000 Penalty: 5877.496094
	Iteration 10F: 3 clusters Score -2.19777e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -21982118.000000 Penalty: 5877.496094
	Iteration 11F: 3 clusters Score -2.198212e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -21985542.000000 Penalty: 5877.496094
	Iteration 12Q: 3 clusters Score -2.198554e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -21988192.000000 Penalty: 5877.496094
	Iteration 13Q: 3 clusters Score -2.198819e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110221 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -21990250.000000 Penalty: 5877.496094
	Iteration 14Q: 3 clusters Score -2.199025e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113317 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -21991940.000000 Penalty: 5877.496094
	Iteration 15Q: 3 clusters Score -2.199194e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -21993062.000000 Penalty: 5877.496094
	Iteration 16Q: 3 clusters Score -2.199306e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118931 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -21994026.000000 Penalty: 5877.496094
	Iteration 17Q: 3 clusters Score -2.199403e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121525 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -21994950.000000 Penalty: 5877.496094
	Iteration 18Q: 3 clusters Score -2.199495e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123832 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -21995672.000000 Penalty: 5877.496094
	Iteration 19Q: 3 clusters Score -2.199567e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -21996420.000000 Penalty: 5877.496094
	Iteration 20F: 3 clusters Score -2.199642e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -21997270.000000 Penalty: 5877.496094
	Iteration 21Q: 3 clusters Score -2.199727e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -21997846.000000 Penalty: 5877.496094
	Iteration 22Q: 3 clusters Score -2.199785e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -21998400.000000 Penalty: 5877.496094
	Iteration 23Q: 3 clusters Score -2.19984e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131734 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -21998752.000000 Penalty: 5877.496094
	Iteration 24Q: 3 clusters Score -2.199875e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132714 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -21999128.000000 Penalty: 5877.496094
	Iteration 25Q: 3 clusters Score -2.199913e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -21999448.000000 Penalty: 5877.496094
	Iteration 26Q: 3 clusters Score -2.199945e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134288 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -21999672.000000 Penalty: 5877.496094
	Iteration 27Q: 3 clusters Score -2.199967e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134900 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -21999924.000000 Penalty: 5877.496094
	Iteration 28Q: 3 clusters Score -2.199992e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -22000156.000000 Penalty: 5877.496094
	Iteration 29Q: 3 clusters Score -2.200016e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135857 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -22000240.000000 Penalty: 5877.496094
	Iteration 30Q: 3 clusters Score -2.200024e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136190 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -22000422.000000 Penalty: 5877.496094
	Iteration 31Q: 3 clusters Score -2.200042e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136475 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -22000482.000000 Penalty: 5877.496094
	Iteration 32Q: 3 clusters Score -2.200048e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -22000604.000000 Penalty: 5877.496094
	Iteration 33Q: 3 clusters Score -2.20006e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136923 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -22000604.000000 Penalty: 5877.496094
	Iteration 34Q: 3 clusters Score -2.20006e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137082 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -22000680.000000 Penalty: 5877.496094
	Iteration 35Q: 3 clusters Score -2.200068e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137234 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -22000716.000000 Penalty: 5877.496094
	Iteration 36Q: 3 clusters Score -2.200072e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137360 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -22000796.000000 Penalty: 5877.496094
	Iteration 37Q: 3 clusters Score -2.20008e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137472 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -22000810.000000 Penalty: 5877.496094
	Iteration 38Q: 3 clusters Score -2.200081e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137558 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -22000850.000000 Penalty: 5877.496094
	Iteration 39Q: 3 clusters Score -2.200085e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137639 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22000902.000000 Penalty: 5877.496094
	Iteration 40F: 3 clusters Score -2.20009e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137706 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22000912.000000 Penalty: 5877.496094
	Iteration 41Q: 3 clusters Score -2.200091e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137766 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22000906.000000 Penalty: 5877.496094
	Iteration 42Q: 3 clusters Score -2.200091e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137821 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -22000950.000000 Penalty: 5877.496094
	Iteration 43Q: 3 clusters Score -2.200095e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137865 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -22000962.000000 Penalty: 5877.496094
	Iteration 44Q: 3 clusters Score -2.200096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137899 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -22000994.000000 Penalty: 5877.496094
	Iteration 45Q: 3 clusters Score -2.200099e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137939 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -22001020.000000 Penalty: 5877.496094
	Iteration 46Q: 3 clusters Score -2.200102e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137969 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -22001002.000000 Penalty: 5877.496094
	Iteration 47Q: 3 clusters Score -2.2001e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -22001044.000000 Penalty: 5877.496094
	Iteration 48Q: 3 clusters Score -2.200104e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138042 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22001064.000000 Penalty: 5877.496094
	Iteration 49Q: 3 clusters Score -2.200106e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138079 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -22001072.000000 Penalty: 5877.496094
	Iteration 50Q: 3 clusters Score -2.200107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138099 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -22001084.000000 Penalty: 5877.496094
	Iteration 51Q: 3 clusters Score -2.200108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138121 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -22001098.000000 Penalty: 5877.496094
	Iteration 52Q: 3 clusters Score -2.20011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138132 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22001090.000000 Penalty: 5877.496094
	Iteration 53Q: 3 clusters Score -2.200109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138147 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22001076.000000 Penalty: 5877.496094
	Iteration 54Q: 3 clusters Score -2.200108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138163 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -22001082.000000 Penalty: 5877.496094
	Iteration 55Q: 3 clusters Score -2.200108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138174 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -22001090.000000 Penalty: 5877.496094
	Iteration 56Q: 3 clusters Score -2.200109e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138185 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -22001088.000000 Penalty: 5877.496094
	Iteration 57Q: 3 clusters Score -2.200109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138198 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -22001100.000000 Penalty: 5877.496094
	Iteration 58Q: 3 clusters Score -2.20011e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138215 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22001092.000000 Penalty: 5877.496094
	Iteration 59Q: 3 clusters Score -2.200109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22001112.000000 Penalty: 5877.496094
	Iteration 60F: 3 clusters Score -2.200111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138245 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22001136.000000 Penalty: 5877.496094
	Iteration 61Q: 3 clusters Score -2.200114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138256 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -22001148.000000 Penalty: 5877.496094
	Iteration 62Q: 3 clusters Score -2.200115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138265 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -22001132.000000 Penalty: 5877.496094
	Iteration 63Q: 3 clusters Score -2.200113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -22001156.000000 Penalty: 5877.496094
	Iteration 64Q: 3 clusters Score -2.200116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138281 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -22001172.000000 Penalty: 5877.496094
	Iteration 65Q: 3 clusters Score -2.200117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138287 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -22001158.000000 Penalty: 5877.496094
	Iteration 66Q: 3 clusters Score -2.200116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138294 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22001160.000000 Penalty: 5877.496094
	Iteration 67Q: 3 clusters Score -2.200116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -22001138.000000 Penalty: 5877.496094
	Iteration 68Q: 3 clusters Score -2.200114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22001152.000000 Penalty: 5877.496094
	Iteration 69Q: 3 clusters Score -2.200115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138301 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -22001128.000000 Penalty: 5877.496094
	Iteration 70Q: 3 clusters Score -2.200113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138306 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -22001134.000000 Penalty: 5877.496094
	Iteration 71Q: 3 clusters Score -2.200113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138312 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -22001140.000000 Penalty: 5877.496094
	Iteration 72Q: 3 clusters Score -2.200114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138316 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22001136.000000 Penalty: 5877.496094
	Iteration 73Q: 3 clusters Score -2.200114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -22001140.000000 Penalty: 5877.496094
	Iteration 74Q: 3 clusters Score -2.200114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138319 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -22001138.000000 Penalty: 5877.496094
	Iteration 75Q: 3 clusters Score -2.200114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138322 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -22001132.000000 Penalty: 5877.496094
	Iteration 76Q: 3 clusters Score -2.200113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138325 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22001134.000000 Penalty: 5877.496094
	Iteration 77Q: 3 clusters Score -2.200113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -22001146.000000 Penalty: 5877.496094
	Iteration 78Q: 3 clusters Score -2.200115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138331 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -22001148.000000 Penalty: 5877.496094
	Iteration 79Q: 3 clusters Score -2.200115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138334 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -22001150.000000 Penalty: 5877.496094
	Iteration 80F: 3 clusters Score -2.200115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138337 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -22001154.000000 Penalty: 5877.496094
	Iteration 81Q: 3 clusters Score -2.200115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138339 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -22001152.000000 Penalty: 5877.496094
	Iteration 82Q: 3 clusters Score -2.200115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22001150.000000 Penalty: 5877.496094
	Iteration 83Q: 3 clusters Score -2.200115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138342 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -22001142.000000 Penalty: 5877.496094
	Iteration 84Q: 3 clusters Score -2.200114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138345 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -22001150.000000 Penalty: 5877.496094
	Iteration 85Q: 3 clusters Score -2.200115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138351 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22001158.000000 Penalty: 5877.496094
	Iteration 86Q: 3 clusters Score -2.200116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138358 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22001142.000000 Penalty: 5877.496094
	Iteration 87Q: 3 clusters Score -2.200114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138361 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22001136.000000 Penalty: 5877.496094
	Iteration 88Q: 3 clusters Score -2.200114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138364 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22001144.000000 Penalty: 5877.496094
	Iteration 89Q: 3 clusters Score -2.200114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138367 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -22001154.000000 Penalty: 5877.496094
	Iteration 90Q: 3 clusters Score -2.200115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138367 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -22001156.000000 Penalty: 5877.496094
	Iteration 91Q: 3 clusters Score -2.200116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138371 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -22001152.000000 Penalty: 5877.496094
	Iteration 92Q: 3 clusters Score -2.200115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138375 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -22001156.000000 Penalty: 5877.496094
	Iteration 93Q: 3 clusters Score -2.200116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138379 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22001162.000000 Penalty: 5877.496094
	Iteration 94Q: 3 clusters Score -2.200116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138385 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -22001158.000000 Penalty: 5877.496094
	Iteration 95Q: 3 clusters Score -2.200116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138389 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22001172.000000 Penalty: 5877.496094
	Iteration 96Q: 3 clusters Score -2.200117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138394 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22001166.000000 Penalty: 5877.496094
	Iteration 97Q: 3 clusters Score -2.200117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138397 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -22001158.000000 Penalty: 5877.496094
	Iteration 98Q: 3 clusters Score -2.200116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138398 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -22001154.000000 Penalty: 5877.496094
	Iteration 99Q: 3 clusters Score -2.200115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138399 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -22001158.000000 Penalty: 5877.496094
	Iteration 100F: 3 clusters Score -2.200116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Entering Unmasked Estep 
Score: -2023691.375000 Penalty: 2352.546875
	Iteration 0F: 2 clusters Score -2023691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2014033.750000 Penalty: 4705.093750
	Iteration 0F: 3 clusters Score -2014034 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2017171.500000 Penalty: 4705.093750
	Iteration 1F: 3 clusters Score -2017172 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2017659.625000 Penalty: 4705.093750
	Iteration 2F: 3 clusters Score -2017660 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2018124.125000 Penalty: 4705.093750
	Iteration 3F: 3 clusters Score -2018124 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2018656.875000 Penalty: 4705.093750
	Iteration 4F: 3 clusters Score -2018657 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2019365.500000 Penalty: 4705.093750
	Iteration 5F: 3 clusters Score -2019366 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2020220.500000 Penalty: 4705.093750
	Iteration 6F: 3 clusters Score -2020220 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2021011.000000 Penalty: 4705.093750
	Iteration 7F: 3 clusters Score -2021011 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2021628.375000 Penalty: 4705.093750
	Iteration 8F: 3 clusters Score -2021628 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2022047.000000 Penalty: 4705.093750
	Iteration 9Q: 3 clusters Score -2022047 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2022358.750000 Penalty: 4705.093750
	Iteration 10Q: 3 clusters Score -2022359 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2022580.750000 Penalty: 4705.093750
	Iteration 11Q: 3 clusters Score -2022581 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2022731.250000 Penalty: 4705.093750
	Iteration 12Q: 3 clusters Score -2022731 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2022834.625000 Penalty: 4705.093750
	Iteration 13Q: 3 clusters Score -2022835 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2022902.625000 Penalty: 4705.093750
	Iteration 14Q: 3 clusters Score -2022903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2022967.750000 Penalty: 4705.093750
	Iteration 15Q: 3 clusters Score -2022968 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2023015.375000 Penalty: 4705.093750
	Iteration 16Q: 3 clusters Score -2023015 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2023042.250000 Penalty: 4705.093750
	Iteration 17Q: 3 clusters Score -2023042 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2023078.875000 Penalty: 4705.093750
	Iteration 18Q: 3 clusters Score -2023079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2023092.375000 Penalty: 4705.093750
	Iteration 19Q: 3 clusters Score -2023092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2023119.875000 Penalty: 4705.093750
	Iteration 20F: 3 clusters Score -2023120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2023127.375000 Penalty: 4705.093750
	Iteration 21Q: 3 clusters Score -2023127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2023133.750000 Penalty: 4705.093750
	Iteration 22Q: 3 clusters Score -2023134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2023141.000000 Penalty: 4705.093750
	Iteration 23Q: 3 clusters Score -2023141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2023140.000000 Penalty: 4705.093750
	Iteration 24Q: 3 clusters Score -2023140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2023143.125000 Penalty: 4705.093750
	Iteration 25Q: 3 clusters Score -2023143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2023144.125000 Penalty: 4705.093750
	Iteration 26Q: 3 clusters Score -2023144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2023146.375000 Penalty: 4705.093750
	Iteration 27Q: 3 clusters Score -2023146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2023148.875000 Penalty: 4705.093750
	Iteration 28Q: 3 clusters Score -2023149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2023150.625000 Penalty: 4705.093750
	Iteration 29Q: 3 clusters Score -2023151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2023155.250000 Penalty: 4705.093750
	Iteration 30Q: 3 clusters Score -2023155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2023153.875000 Penalty: 4705.093750
	Iteration 31Q: 3 clusters Score -2023154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2023151.375000 Penalty: 4705.093750
	Iteration 32Q: 3 clusters Score -2023151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2023155.875000 Penalty: 4705.093750
	Iteration 33Q: 3 clusters Score -2023156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2023153.375000 Penalty: 4705.093750
	Iteration 34Q: 3 clusters Score -2023153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2023155.125000 Penalty: 4705.093750
	Iteration 35Q: 3 clusters Score -2023155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2023154.125000 Penalty: 4705.093750
	Iteration 36Q: 3 clusters Score -2023154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2023157.625000 Penalty: 4705.093750
	Iteration 37Q: 3 clusters Score -2023158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2023160.125000 Penalty: 4705.093750
	Iteration 38Q: 3 clusters Score -2023160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2023159.750000 Penalty: 4705.093750
	Iteration 39Q: 3 clusters Score -2023160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2023160.250000 Penalty: 4705.093750
	Iteration 40F: 3 clusters Score -2023160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2023165.000000 Penalty: 4705.093750
	Iteration 41Q: 3 clusters Score -2023165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2023161.750000 Penalty: 4705.093750
	Iteration 42Q: 3 clusters Score -2023162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2023165.000000 Penalty: 4705.093750
	Iteration 43Q: 3 clusters Score -2023165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2023164.625000 Penalty: 4705.093750
	Iteration 44Q: 3 clusters Score -2023165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2023162.500000 Penalty: 4705.093750
	Iteration 45Q: 3 clusters Score -2023162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2023161.875000 Penalty: 4705.093750
	Iteration 46Q: 3 clusters Score -2023162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2023163.375000 Penalty: 4705.093750
	Iteration 47Q: 3 clusters Score -2023163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2023163.375000 Penalty: 4705.093750
	Iteration 48F: 3 clusters Score -2023163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -98171.882812 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -98171.88 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 357 members 
Entering Unmasked Estep 
Score: -96473.453125 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -96473.45 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96736.382812 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -96736.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96862.625000 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -96862.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97070.726562 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -97070.73 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -97396.585938 Penalty: 3251.457031
	Iteration 4F: 3 clusters Score -97396.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -97732.343750 Penalty: 3251.457031
	Iteration 5F: 3 clusters Score -97732.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97984.132812 Penalty: 3251.457031
	Iteration 6F: 3 clusters Score -97984.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -98206.789062 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -98206.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98459.960938 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -98459.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98479.914062 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -98479.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -98487.578125 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -98487.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98496.320312 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -98496.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98500.343750 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -98500.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -98506.531250 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -98506.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -98514.960938 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -98514.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -98514.960938 Penalty: 3251.457031
	Iteration 15F: 3 clusters Score -98514.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9736 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124939 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140055 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 95564 members 
Mstep: Class 24 contains 42385 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9474 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14443 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 249 members 
Entering Unmasked Estep 
Score: -86716032.000000 Penalty: 118243.585938
Splitting cluster 18 changes total score from -86717328.000000 to -86716032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -142393.343750 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -142393.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -140445.937500 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -140445.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -140880.375000 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -140880.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -141164.156250 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -141164.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -141445.625000 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -141445.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -141729.562500 Penalty: 3470.807617
	Iteration 4F: 3 clusters Score -141729.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -142003.734375 Penalty: 3470.807617
	Iteration 5F: 3 clusters Score -142003.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -142186.593750 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -142186.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -142325.921875 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -142325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -142381.296875 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -142381.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -142417.312500 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -142417.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -142427.640625 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -142427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -142434.265625 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -142434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -142443.250000 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -142443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -142447.046875 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -142447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -142448.000000 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -142448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -142448.296875 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -142448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -142448.296875 Penalty: 3470.807617
	Iteration 16F: 3 clusters Score -142448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9736 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124939 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140055 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 95564 members 
Mstep: Class 24 contains 42385 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9474 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14443 members 
Mstep: Class 35 contains 776 members 
Mstep: Class 36 contains 423 members 
Entering Unmasked Estep 
Score: -86716008.000000 Penalty: 118243.585938
Splitting cluster 19 changes total score from -86717328.000000 to -86716008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (19345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Entering Unmasked Estep 
Score: -3024684.500000 Penalty: 2447.807129
	Iteration 0F: 2 clusters Score -3024684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -3011050.750000 Penalty: 4895.614258
	Iteration 0F: 3 clusters Score -3011051 nChanged 8532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3015650.750000 Penalty: 4895.614258
	Iteration 1F: 3 clusters Score -3015651 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3016191.750000 Penalty: 4895.614258
	Iteration 2F: 3 clusters Score -3016192 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3016691.750000 Penalty: 4895.614258
	Iteration 3F: 3 clusters Score -3016692 nChanged 998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3017192.500000 Penalty: 4895.614258
	Iteration 4F: 3 clusters Score -3017192 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3017744.250000 Penalty: 4895.614258
	Iteration 5F: 3 clusters Score -3017744 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3018458.000000 Penalty: 4895.614258
	Iteration 6F: 3 clusters Score -3018458 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3019380.750000 Penalty: 4895.614258
	Iteration 7F: 3 clusters Score -3019381 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -3020368.500000 Penalty: 4895.614258
	Iteration 8F: 3 clusters Score -3020368 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3021288.750000 Penalty: 4895.614258
	Iteration 9F: 3 clusters Score -3021289 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3022016.500000 Penalty: 4895.614258
	Iteration 10Q: 3 clusters Score -3022016 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3022507.000000 Penalty: 4895.614258
	Iteration 11Q: 3 clusters Score -3022507 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3022783.250000 Penalty: 4895.614258
	Iteration 12Q: 3 clusters Score -3022783 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3022918.750000 Penalty: 4895.614258
	Iteration 13Q: 3 clusters Score -3022919 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3022994.500000 Penalty: 4895.614258
	Iteration 14Q: 3 clusters Score -3022994 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3023051.500000 Penalty: 4895.614258
	Iteration 15Q: 3 clusters Score -3023052 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3023100.750000 Penalty: 4895.614258
	Iteration 16Q: 3 clusters Score -3023101 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -3023145.750000 Penalty: 4895.614258
	Iteration 17Q: 3 clusters Score -3023146 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3023208.750000 Penalty: 4895.614258
	Iteration 18Q: 3 clusters Score -3023209 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3023269.000000 Penalty: 4895.614258
	Iteration 19Q: 3 clusters Score -3023269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3023305.250000 Penalty: 4895.614258
	Iteration 20F: 3 clusters Score -3023305 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3023350.750000 Penalty: 4895.614258
	Iteration 21Q: 3 clusters Score -3023351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3023403.500000 Penalty: 4895.614258
	Iteration 22Q: 3 clusters Score -3023404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3023454.250000 Penalty: 4895.614258
	Iteration 23Q: 3 clusters Score -3023454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3023517.500000 Penalty: 4895.614258
	Iteration 24Q: 3 clusters Score -3023518 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3023559.000000 Penalty: 4895.614258
	Iteration 25Q: 3 clusters Score -3023559 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -3023593.500000 Penalty: 4895.614258
	Iteration 26Q: 3 clusters Score -3023594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3023611.250000 Penalty: 4895.614258
	Iteration 27Q: 3 clusters Score -3023611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3023629.500000 Penalty: 4895.614258
	Iteration 28Q: 3 clusters Score -3023630 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3023654.000000 Penalty: 4895.614258
	Iteration 29Q: 3 clusters Score -3023654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3023663.250000 Penalty: 4895.614258
	Iteration 30Q: 3 clusters Score -3023663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3023673.500000 Penalty: 4895.614258
	Iteration 31Q: 3 clusters Score -3023674 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3023694.250000 Penalty: 4895.614258
	Iteration 32Q: 3 clusters Score -3023694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3023699.500000 Penalty: 4895.614258
	Iteration 33Q: 3 clusters Score -3023700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3023713.000000 Penalty: 4895.614258
	Iteration 34Q: 3 clusters Score -3023713 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3023716.500000 Penalty: 4895.614258
	Iteration 35Q: 3 clusters Score -3023716 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3023711 nChanged 32
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Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3023722.000000 Penalty: 4895.614258
	Iteration 37Q: 3 clusters Score -3023722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3023728.500000 Penalty: 4895.614258
	Iteration 38Q: 3 clusters Score -3023728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3023727.500000 Penalty: 4895.614258
	Iteration 39Q: 3 clusters Score -3023728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3023735.750000 Penalty: 4895.614258
	Iteration 40F: 3 clusters Score -3023736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3023737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3023742.750000 Penalty: 4895.614258
	Iteration 42Q: 3 clusters Score -3023743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3023744.500000 Penalty: 4895.614258
	Iteration 43Q: 3 clusters Score -3023744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3023753.500000 Penalty: 4895.614258
	Iteration 44Q: 3 clusters Score -3023754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3023760.000000 Penalty: 4895.614258
	Iteration 45Q: 3 clusters Score -3023760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3023773.250000 Penalty: 4895.614258
	Iteration 46Q: 3 clusters Score -3023773 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3023790.500000 Penalty: 4895.614258
	Iteration 47Q: 3 clusters Score -3023790 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3023805.000000 Penalty: 4895.614258
	Iteration 48Q: 3 clusters Score -3023805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3023831.000000 Penalty: 4895.614258
	Iteration 49Q: 3 clusters Score -3023831 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3023854.000000 Penalty: 4895.614258
	Iteration 50Q: 3 clusters Score -3023854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3023869.750000 Penalty: 4895.614258
	Iteration 51Q: 3 clusters Score -3023870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3023897.000000 Penalty: 4895.614258
	Iteration 52Q: 3 clusters Score -3023897 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3023918.750000 Penalty: 4895.614258
	Iteration 53Q: 3 clusters Score -3023919 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3023960.500000 Penalty: 4895.614258
	Iteration 54Q: 3 clusters Score -3023960 nChanged 97
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Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3023985.750000 Penalty: 4895.614258
	Iteration 55Q: 3 clusters Score -3023986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3024003.000000 Penalty: 4895.614258
	Iteration 56Q: 3 clusters Score -3024003 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3024014.750000 Penalty: 4895.614258
	Iteration 57Q: 3 clusters Score -3024015 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3024016.250000 Penalty: 4895.614258
	Iteration 58Q: 3 clusters Score -3024016 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -3024036.500000 Penalty: 4895.614258
	Iteration 59Q: 3 clusters Score -3024036 nChanged 57
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Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3024042.750000 Penalty: 4895.614258
	Iteration 60F: 3 clusters Score -3024043 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3024065.000000 Penalty: 4895.614258
	Iteration 61Q: 3 clusters Score -3024065 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3024078.250000 Penalty: 4895.614258
	Iteration 62Q: 3 clusters Score -3024078 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3024095.750000 Penalty: 4895.614258
	Iteration 63Q: 3 clusters Score -3024096 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3024108.500000 Penalty: 4895.614258
	Iteration 64Q: 3 clusters Score -3024108 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3024092.000000 Penalty: 4895.614258
	Iteration 65Q: 3 clusters Score -3024092 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3024102.250000 Penalty: 4895.614258
	Iteration 66Q: 3 clusters Score -3024102 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3024113.500000 Penalty: 4895.614258
	Iteration 67Q: 3 clusters Score -3024114 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3024117.750000 Penalty: 4895.614258
	Iteration 68Q: 3 clusters Score -3024118 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3024122.000000 Penalty: 4895.614258
	Iteration 69Q: 3 clusters Score -3024122 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3024123.250000 Penalty: 4895.614258
	Iteration 70Q: 3 clusters Score -3024123 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3024128.750000 Penalty: 4895.614258
	Iteration 71Q: 3 clusters Score -3024129 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3024133.250000 Penalty: 4895.614258
	Iteration 72Q: 3 clusters Score -3024133 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3024126.750000 Penalty: 4895.614258
	Iteration 73Q: 3 clusters Score -3024127 nChanged 13
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Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3024127.250000 Penalty: 4895.614258
	Iteration 74Q: 3 clusters Score -3024127 nChanged 6
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Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3024127.500000 Penalty: 4895.614258
	Iteration 75Q: 3 clusters Score -3024128 nChanged 5
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Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -3024125.250000 Penalty: 4895.614258
	Iteration 76Q: 3 clusters Score -3024125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3024126 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3024126 nChanged 9
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Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3024131.250000 Penalty: 4895.614258
	Iteration 79Q: 3 clusters Score -3024131 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3024127.750000 Penalty: 4895.614258
	Iteration 80F: 3 clusters Score -3024128 nChanged 8
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Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3024129 nChanged 11
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Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3024135.250000 Penalty: 4895.614258
	Iteration 82Q: 3 clusters Score -3024135 nChanged 15
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Mstep: Class 1 contains 5330 members 
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Entering Unmasked Estep 
Score: -3024136.500000 Penalty: 4895.614258
	Iteration 83Q: 3 clusters Score -3024136 nChanged 15
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Entering Unmasked Estep 
Score: -3024140.250000 Penalty: 4895.614258
	Iteration 84Q: 3 clusters Score -3024140 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3024141.250000 Penalty: 4895.614258
	Iteration 85Q: 3 clusters Score -3024141 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
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Entering Unmasked Estep 
Score: -3024149.500000 Penalty: 4895.614258
	Iteration 86Q: 3 clusters Score -3024150 nChanged 18
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Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3024150 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5413 members 
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Entering Unmasked Estep 
Score: -3024159.750000 Penalty: 4895.614258
	Iteration 88Q: 3 clusters Score -3024160 nChanged 16
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Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3024161.000000 Penalty: 4895.614258
	Iteration 89Q: 3 clusters Score -3024161 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3024169.000000 Penalty: 4895.614258
	Iteration 90Q: 3 clusters Score -3024169 nChanged 15
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Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3024167.750000 Penalty: 4895.614258
	Iteration 91Q: 3 clusters Score -3024168 nChanged 13
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Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3024169 nChanged 18
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Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3024171 nChanged 10
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Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3024167 nChanged 9
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Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3024168 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3024176.000000 Penalty: 4895.614258
	Iteration 96Q: 3 clusters Score -3024176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3024176.250000 Penalty: 4895.614258
	Iteration 97Q: 3 clusters Score -3024176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3024181.000000 Penalty: 4895.614258
	Iteration 98Q: 3 clusters Score -3024181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3024178.250000 Penalty: 4895.614258
	Iteration 99Q: 3 clusters Score -3024178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3024178.500000 Penalty: 4895.614258
	Iteration 100F: 3 clusters Score -3024178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3024182.750000 Penalty: 4895.614258
	Iteration 101Q: 3 clusters Score -3024183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3024178.000000 Penalty: 4895.614258
	Iteration 102Q: 3 clusters Score -3024178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3024179.250000 Penalty: 4895.614258
	Iteration 103Q: 3 clusters Score -3024179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3024184.500000 Penalty: 4895.614258
	Iteration 104Q: 3 clusters Score -3024184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3024190.500000 Penalty: 4895.614258
	Iteration 105Q: 3 clusters Score -3024190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3024190.750000 Penalty: 4895.614258
	Iteration 106Q: 3 clusters Score -3024191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3024200.750000 Penalty: 4895.614258
	Iteration 107Q: 3 clusters Score -3024201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -3024199.250000 Penalty: 4895.614258
	Iteration 108Q: 3 clusters Score -3024199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3024197.250000 Penalty: 4895.614258
	Iteration 109Q: 3 clusters Score -3024197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3024198.000000 Penalty: 4895.614258
	Iteration 110Q: 3 clusters Score -3024198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3024201.250000 Penalty: 4895.614258
	Iteration 111Q: 3 clusters Score -3024201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3024200.500000 Penalty: 4895.614258
	Iteration 112Q: 3 clusters Score -3024200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3024201.500000 Penalty: 4895.614258
	Iteration 113Q: 3 clusters Score -3024202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3024203.250000 Penalty: 4895.614258
	Iteration 114Q: 3 clusters Score -3024203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3024204.750000 Penalty: 4895.614258
	Iteration 115Q: 3 clusters Score -3024205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3024206.000000 Penalty: 4895.614258
	Iteration 116Q: 3 clusters Score -3024206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3024199.750000 Penalty: 4895.614258
	Iteration 117Q: 3 clusters Score -3024200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3024202.250000 Penalty: 4895.614258
	Iteration 118Q: 3 clusters Score -3024202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3024217.750000 Penalty: 4895.614258
	Iteration 119Q: 3 clusters Score -3024218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3024209.000000 Penalty: 4895.614258
	Iteration 120F: 3 clusters Score -3024209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3024209.750000 Penalty: 4895.614258
	Iteration 121Q: 3 clusters Score -3024210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3024210.500000 Penalty: 4895.614258
	Iteration 122Q: 3 clusters Score -3024210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3024213.500000 Penalty: 4895.614258
	Iteration 123Q: 3 clusters Score -3024214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3024216.750000 Penalty: 4895.614258
	Iteration 124Q: 3 clusters Score -3024217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3024218.750000 Penalty: 4895.614258
	Iteration 125Q: 3 clusters Score -3024219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -3024209.750000 Penalty: 4895.614258
	Iteration 126Q: 3 clusters Score -3024210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3024214.000000 Penalty: 4895.614258
	Iteration 127Q: 3 clusters Score -3024214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3024217.500000 Penalty: 4895.614258
	Iteration 128Q: 3 clusters Score -3024218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3024216.000000 Penalty: 4895.614258
	Iteration 129Q: 3 clusters Score -3024216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3024214.500000 Penalty: 4895.614258
	Iteration 130Q: 3 clusters Score -3024214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3024213.750000 Penalty: 4895.614258
	Iteration 131Q: 3 clusters Score -3024214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3024217.000000 Penalty: 4895.614258
	Iteration 132Q: 3 clusters Score -3024217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3024221.500000 Penalty: 4895.614258
	Iteration 133Q: 3 clusters Score -3024222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3024221.000000 Penalty: 4895.614258
	Iteration 134Q: 3 clusters Score -3024221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3024222.000000 Penalty: 4895.614258
	Iteration 135Q: 3 clusters Score -3024222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3024224.750000 Penalty: 4895.614258
	Iteration 136Q: 3 clusters Score -3024225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3024229.750000 Penalty: 4895.614258
	Iteration 137Q: 3 clusters Score -3024230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3024223.250000 Penalty: 4895.614258
	Iteration 138Q: 3 clusters Score -3024223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3024228.750000 Penalty: 4895.614258
	Iteration 139Q: 3 clusters Score -3024229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3024226.500000 Penalty: 4895.614258
	Iteration 140F: 3 clusters Score -3024226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3024228.500000 Penalty: 4895.614258
	Iteration 141Q: 3 clusters Score -3024228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3024230.250000 Penalty: 4895.614258
	Iteration 142Q: 3 clusters Score -3024230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3024231.250000 Penalty: 4895.614258
	Iteration 143Q: 3 clusters Score -3024231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3024228.500000 Penalty: 4895.614258
	Iteration 144Q: 3 clusters Score -3024228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3024230.000000 Penalty: 4895.614258
	Iteration 145Q: 3 clusters Score -3024230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3024229.500000 Penalty: 4895.614258
	Iteration 146Q: 3 clusters Score -3024230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3024227.750000 Penalty: 4895.614258
	Iteration 147Q: 3 clusters Score -3024228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3024230.250000 Penalty: 4895.614258
	Iteration 148Q: 3 clusters Score -3024230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -3024230.000000 Penalty: 4895.614258
	Iteration 149Q: 3 clusters Score -3024230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3024231.500000 Penalty: 4895.614258
	Iteration 150Q: 3 clusters Score -3024232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3024230.000000 Penalty: 4895.614258
	Iteration 151Q: 3 clusters Score -3024230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3024230.500000 Penalty: 4895.614258
	Iteration 152Q: 3 clusters Score -3024230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3024233.250000 Penalty: 4895.614258
	Iteration 153Q: 3 clusters Score -3024233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3024238.000000 Penalty: 4895.614258
	Iteration 154Q: 3 clusters Score -3024238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3024234.250000 Penalty: 4895.614258
	Iteration 155Q: 3 clusters Score -3024234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3024240.250000 Penalty: 4895.614258
	Iteration 156Q: 3 clusters Score -3024240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3024238.500000 Penalty: 4895.614258
	Iteration 157Q: 3 clusters Score -3024238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3024233.750000 Penalty: 4895.614258
	Iteration 158Q: 3 clusters Score -3024234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3024234.500000 Penalty: 4895.614258
	Iteration 159Q: 3 clusters Score -3024234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3024233.000000 Penalty: 4895.614258
	Iteration 160F: 3 clusters Score -3024233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3024236.750000 Penalty: 4895.614258
	Iteration 161Q: 3 clusters Score -3024237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3024233.250000 Penalty: 4895.614258
	Iteration 162Q: 3 clusters Score -3024233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3024229.750000 Penalty: 4895.614258
	Iteration 163Q: 3 clusters Score -3024230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3024235.250000 Penalty: 4895.614258
	Iteration 164Q: 3 clusters Score -3024235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3024236.750000 Penalty: 4895.614258
	Iteration 165Q: 3 clusters Score -3024237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -3024241.000000 Penalty: 4895.614258
	Iteration 166Q: 3 clusters Score -3024241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3024244.000000 Penalty: 4895.614258
	Iteration 167Q: 3 clusters Score -3024244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3024241.750000 Penalty: 4895.614258
	Iteration 168Q: 3 clusters Score -3024242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3024243.000000 Penalty: 4895.614258
	Iteration 169Q: 3 clusters Score -3024243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3024241.500000 Penalty: 4895.614258
	Iteration 170Q: 3 clusters Score -3024242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3024242.000000 Penalty: 4895.614258
	Iteration 171Q: 3 clusters Score -3024242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3024243.500000 Penalty: 4895.614258
	Iteration 172Q: 3 clusters Score -3024244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3024239.250000 Penalty: 4895.614258
	Iteration 173Q: 3 clusters Score -3024239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3024241.500000 Penalty: 4895.614258
	Iteration 174Q: 3 clusters Score -3024242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3024241.500000 Penalty: 4895.614258
	Iteration 175F: 3 clusters Score -3024242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34043 members 
Entering Unmasked Estep 
Score: -5277666.500000 Penalty: 2587.974121
	Iteration 0F: 2 clusters Score -5277666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -5254485.500000 Penalty: 5175.948242
	Iteration 0F: 3 clusters Score -5254486 nChanged 15473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5262821.000000 Penalty: 5175.948242
	Iteration 1F: 3 clusters Score -5262821 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -5263368.000000 Penalty: 5175.948242
	Iteration 2Q: 3 clusters Score -5263368 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -5263840.000000 Penalty: 5175.948242
	Iteration 3Q: 3 clusters Score -5263840 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -5264417.000000 Penalty: 5175.948242
	Iteration 4Q: 3 clusters Score -5264417 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5265270.500000 Penalty: 5175.948242
	Iteration 5F: 3 clusters Score -5265270 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5266541.500000 Penalty: 5175.948242
	Iteration 6F: 3 clusters Score -5266542 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -5268256.000000 Penalty: 5175.948242
	Iteration 7F: 3 clusters Score -5268256 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -5270330.500000 Penalty: 5175.948242
	Iteration 8F: 3 clusters Score -5270330 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -5272239.500000 Penalty: 5175.948242
	Iteration 9F: 3 clusters Score -5272240 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -5273662.500000 Penalty: 5175.948242
	Iteration 10Q: 3 clusters Score -5273662 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -5274499.500000 Penalty: 5175.948242
	Iteration 11Q: 3 clusters Score -5274500 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5274960.000000 Penalty: 5175.948242
	Iteration 12Q: 3 clusters Score -5274960 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -5275152.500000 Penalty: 5175.948242
	Iteration 13Q: 3 clusters Score -5275152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -5275252.500000 Penalty: 5175.948242
	Iteration 14Q: 3 clusters Score -5275252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -5275307.500000 Penalty: 5175.948242
	Iteration 15Q: 3 clusters Score -5275308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5275341.000000 Penalty: 5175.948242
	Iteration 16Q: 3 clusters Score -5275341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -5275363.000000 Penalty: 5175.948242
	Iteration 17Q: 3 clusters Score -5275363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -5275388.500000 Penalty: 5175.948242
	Iteration 18Q: 3 clusters Score -5275388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5275391.500000 Penalty: 5175.948242
	Iteration 19Q: 3 clusters Score -5275392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -5275395.500000 Penalty: 5175.948242
	Iteration 20F: 3 clusters Score -5275396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -5275398.000000 Penalty: 5175.948242
	Iteration 21Q: 3 clusters Score -5275398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -5275406.500000 Penalty: 5175.948242
	Iteration 22Q: 3 clusters Score -5275406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -5275413.000000 Penalty: 5175.948242
	Iteration 23Q: 3 clusters Score -5275413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -5275411.000000 Penalty: 5175.948242
	Iteration 24Q: 3 clusters Score -5275411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -5275421.000000 Penalty: 5175.948242
	Iteration 25Q: 3 clusters Score -5275421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -5275424.000000 Penalty: 5175.948242
	Iteration 26Q: 3 clusters Score -5275424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -5275437.000000 Penalty: 5175.948242
	Iteration 27Q: 3 clusters Score -5275437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5275443.500000 Penalty: 5175.948242
	Iteration 28Q: 3 clusters Score -5275444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -5275458.000000 Penalty: 5175.948242
	Iteration 29Q: 3 clusters Score -5275458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -5275463.000000 Penalty: 5175.948242
	Iteration 30Q: 3 clusters Score -5275463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -5275463.500000 Penalty: 5175.948242
	Iteration 31Q: 3 clusters Score -5275464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -5275464.500000 Penalty: 5175.948242
	Iteration 32Q: 3 clusters Score -5275464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5275466.000000 Penalty: 5175.948242
	Iteration 33Q: 3 clusters Score -5275466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -5275466.500000 Penalty: 5175.948242
	Iteration 34Q: 3 clusters Score -5275466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5275468.500000 Penalty: 5175.948242
	Iteration 35Q: 3 clusters Score -5275468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5275468.500000 Penalty: 5175.948242
	Iteration 36F: 3 clusters Score -5275468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Entering Unmasked Estep 
Score: -987519.812500 Penalty: 2181.791992
	Iteration 0F: 2 clusters Score -987519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -981971.875000 Penalty: 4363.583984
	Iteration 0F: 3 clusters Score -981971.9 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -983414.375000 Penalty: 4363.583984
	Iteration 1F: 3 clusters Score -983414.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -983649.000000 Penalty: 4363.583984
	Iteration 2F: 3 clusters Score -983649 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -983817.062500 Penalty: 4363.583984
	Iteration 3Q: 3 clusters Score -983817.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -983942.812500 Penalty: 4363.583984
	Iteration 4Q: 3 clusters Score -983942.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -984047.562500 Penalty: 4363.583984
	Iteration 5Q: 3 clusters Score -984047.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -984127.437500 Penalty: 4363.583984
	Iteration 6Q: 3 clusters Score -984127.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -984192.937500 Penalty: 4363.583984
	Iteration 7Q: 3 clusters Score -984192.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -984259.687500 Penalty: 4363.583984
	Iteration 8Q: 3 clusters Score -984259.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -984335.750000 Penalty: 4363.583984
	Iteration 9Q: 3 clusters Score -984335.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -984402.000000 Penalty: 4363.583984
	Iteration 10Q: 3 clusters Score -984402 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -984453.187500 Penalty: 4363.583984
	Iteration 11Q: 3 clusters Score -984453.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -984501.375000 Penalty: 4363.583984
	Iteration 12Q: 3 clusters Score -984501.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -984560.375000 Penalty: 4363.583984
	Iteration 13Q: 3 clusters Score -984560.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -984652.625000 Penalty: 4363.583984
	Iteration 14Q: 3 clusters Score -984652.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -984772.500000 Penalty: 4363.583984
	Iteration 15Q: 3 clusters Score -984772.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -984864.062500 Penalty: 4363.583984
	Iteration 16Q: 3 clusters Score -984864.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -984958.625000 Penalty: 4363.583984
	Iteration 17Q: 3 clusters Score -984958.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -985049.500000 Penalty: 4363.583984
	Iteration 18Q: 3 clusters Score -985049.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -985138.437500 Penalty: 4363.583984
	Iteration 19Q: 3 clusters Score -985138.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -985226.187500 Penalty: 4363.583984
	Iteration 20F: 3 clusters Score -985226.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -985314.250000 Penalty: 4363.583984
	Iteration 21Q: 3 clusters Score -985314.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -985420.937500 Penalty: 4363.583984
	Iteration 22Q: 3 clusters Score -985420.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -985536.500000 Penalty: 4363.583984
	Iteration 23Q: 3 clusters Score -985536.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -985646.750000 Penalty: 4363.583984
	Iteration 24Q: 3 clusters Score -985646.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -985765.187500 Penalty: 4363.583984
	Iteration 25Q: 3 clusters Score -985765.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -985907.437500 Penalty: 4363.583984
	Iteration 26Q: 3 clusters Score -985907.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -986075.562500 Penalty: 4363.583984
	Iteration 27Q: 3 clusters Score -986075.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -986204.812500 Penalty: 4363.583984
	Iteration 28Q: 3 clusters Score -986204.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -986322.500000 Penalty: 4363.583984
	Iteration 29Q: 3 clusters Score -986322.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -986417.125000 Penalty: 4363.583984
	Iteration 30Q: 3 clusters Score -986417.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -986521.500000 Penalty: 4363.583984
	Iteration 31Q: 3 clusters Score -986521.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -986610.687500 Penalty: 4363.583984
	Iteration 32Q: 3 clusters Score -986610.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -986683.500000 Penalty: 4363.583984
	Iteration 33Q: 3 clusters Score -986683.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -986763.250000 Penalty: 4363.583984
	Iteration 34Q: 3 clusters Score -986763.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -986836.562500 Penalty: 4363.583984
	Iteration 35Q: 3 clusters Score -986836.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -986891.062500 Penalty: 4363.583984
	Iteration 36Q: 3 clusters Score -986891.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -986956.500000 Penalty: 4363.583984
	Iteration 37Q: 3 clusters Score -986956.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -987045.187500 Penalty: 4363.583984
	Iteration 38Q: 3 clusters Score -987045.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -987154.000000 Penalty: 4363.583984
	Iteration 39Q: 3 clusters Score -987154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -987218.312500 Penalty: 4363.583984
	Iteration 40F: 3 clusters Score -987218.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -987260.062500 Penalty: 4363.583984
	Iteration 41Q: 3 clusters Score -987260.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -987291.562500 Penalty: 4363.583984
	Iteration 42Q: 3 clusters Score -987291.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -987320.625000 Penalty: 4363.583984
	Iteration 43Q: 3 clusters Score -987320.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -987335.062500 Penalty: 4363.583984
	Iteration 44Q: 3 clusters Score -987335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -987349.250000 Penalty: 4363.583984
	Iteration 45Q: 3 clusters Score -987349.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -987365.625000 Penalty: 4363.583984
	Iteration 46Q: 3 clusters Score -987365.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -987380.812500 Penalty: 4363.583984
	Iteration 47Q: 3 clusters Score -987380.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -987397.125000 Penalty: 4363.583984
	Iteration 48Q: 3 clusters Score -987397.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -987414.937500 Penalty: 4363.583984
	Iteration 49Q: 3 clusters Score -987414.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -987434.000000 Penalty: 4363.583984
	Iteration 50Q: 3 clusters Score -987434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -987458.125000 Penalty: 4363.583984
	Iteration 51Q: 3 clusters Score -987458.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -987469.250000 Penalty: 4363.583984
	Iteration 52Q: 3 clusters Score -987469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -987474.750000 Penalty: 4363.583984
	Iteration 53Q: 3 clusters Score -987474.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -987479.812500 Penalty: 4363.583984
	Iteration 54Q: 3 clusters Score -987479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -987481.250000 Penalty: 4363.583984
	Iteration 55Q: 3 clusters Score -987481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -987482.500000 Penalty: 4363.583984
	Iteration 56Q: 3 clusters Score -987482.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -987482.500000 Penalty: 4363.583984
	Iteration 57F: 3 clusters Score -987482.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Entering Unmasked Estep 
Score: -15085467.000000 Penalty: 2843.952637
	Iteration 0F: 2 clusters Score -1.508547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -15022552.000000 Penalty: 5687.905273
	Iteration 0F: 3 clusters Score -1.502255e+07 nChanged 45075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -15048455.000000 Penalty: 5687.905273
	Iteration 1F: 3 clusters Score -1.504846e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -15049517.000000 Penalty: 5687.905273
	Iteration 2Q: 3 clusters Score -1.504952e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -15050897.000000 Penalty: 5687.905273
	Iteration 3Q: 3 clusters Score -1.50509e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -15053001.000000 Penalty: 5687.905273
	Iteration 4Q: 3 clusters Score -1.5053e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -15056230.000000 Penalty: 5687.905273
	Iteration 5F: 3 clusters Score -1.505623e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -15060890.000000 Penalty: 5687.905273
	Iteration 6F: 3 clusters Score -1.506089e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -15066700.000000 Penalty: 5687.905273
	Iteration 7F: 3 clusters Score -1.50667e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -15072394.000000 Penalty: 5687.905273
	Iteration 8F: 3 clusters Score -1.507239e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -15076414.000000 Penalty: 5687.905273
	Iteration 9F: 3 clusters Score -1.507641e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -15078727.000000 Penalty: 5687.905273
	Iteration 10Q: 3 clusters Score -1.507873e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85982 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -15080114.000000 Penalty: 5687.905273
	Iteration 11Q: 3 clusters Score -1.508011e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -15081000.000000 Penalty: 5687.905273
	Iteration 12Q: 3 clusters Score -1.5081e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -15081656.000000 Penalty: 5687.905273
	Iteration 13Q: 3 clusters Score -1.508166e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -15082205.000000 Penalty: 5687.905273
	Iteration 14Q: 3 clusters Score -1.50822e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -15082598.000000 Penalty: 5687.905273
	Iteration 15Q: 3 clusters Score -1.50826e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -15082827.000000 Penalty: 5687.905273
	Iteration 16Q: 3 clusters Score -1.508283e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -15082915.000000 Penalty: 5687.905273
	Iteration 17Q: 3 clusters Score -1.508292e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -15083033.000000 Penalty: 5687.905273
	Iteration 18Q: 3 clusters Score -1.508303e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -15083076.000000 Penalty: 5687.905273
	Iteration 19Q: 3 clusters Score -1.508308e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -15083148.000000 Penalty: 5687.905273
	Iteration 20F: 3 clusters Score -1.508315e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -15083176.000000 Penalty: 5687.905273
	Iteration 21Q: 3 clusters Score -1.508318e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92235 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -15083196.000000 Penalty: 5687.905273
	Iteration 22Q: 3 clusters Score -1.50832e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92368 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -15083257.000000 Penalty: 5687.905273
	Iteration 23Q: 3 clusters Score -1.508326e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -15083300.000000 Penalty: 5687.905273
	Iteration 24Q: 3 clusters Score -1.50833e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -15083303.000000 Penalty: 5687.905273
	Iteration 25Q: 3 clusters Score -1.50833e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -15083351.000000 Penalty: 5687.905273
	Iteration 26Q: 3 clusters Score -1.508335e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92735 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -15083346.000000 Penalty: 5687.905273
	Iteration 27Q: 3 clusters Score -1.508335e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -15083390.000000 Penalty: 5687.905273
	Iteration 28Q: 3 clusters Score -1.508339e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -15083395.000000 Penalty: 5687.905273
	Iteration 29Q: 3 clusters Score -1.50834e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -15083381.000000 Penalty: 5687.905273
	Iteration 30Q: 3 clusters Score -1.508338e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -15083400.000000 Penalty: 5687.905273
	Iteration 31Q: 3 clusters Score -1.50834e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -15083408.000000 Penalty: 5687.905273
	Iteration 32Q: 3 clusters Score -1.508341e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93049 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -15083429.000000 Penalty: 5687.905273
	Iteration 33Q: 3 clusters Score -1.508343e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -15083425.000000 Penalty: 5687.905273
	Iteration 34Q: 3 clusters Score -1.508342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -15083441.000000 Penalty: 5687.905273
	Iteration 35Q: 3 clusters Score -1.508344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -15083444.000000 Penalty: 5687.905273
	Iteration 36Q: 3 clusters Score -1.508344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15083429.000000 Penalty: 5687.905273
	Iteration 37Q: 3 clusters Score -1.508343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93175 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -15083438.000000 Penalty: 5687.905273
	Iteration 38Q: 3 clusters Score -1.508344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -15083443.000000 Penalty: 5687.905273
	Iteration 39Q: 3 clusters Score -1.508344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93185 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -15083443.000000 Penalty: 5687.905273
	Iteration 40F: 3 clusters Score -1.508344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -15083442.000000 Penalty: 5687.905273
	Iteration 41Q: 3 clusters Score -1.508344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -15083440.000000 Penalty: 5687.905273
	Iteration 42Q: 3 clusters Score -1.508344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -15083440.000000 Penalty: 5687.905273
	Iteration 43Q: 3 clusters Score -1.508344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -15083445.000000 Penalty: 5687.905273
	Iteration 44Q: 3 clusters Score -1.508344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -15083435.000000 Penalty: 5687.905273
	Iteration 45Q: 3 clusters Score -1.508344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93191 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -15083444.000000 Penalty: 5687.905273
	Iteration 46Q: 3 clusters Score -1.508344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -15083445.000000 Penalty: 5687.905273
	Iteration 47Q: 3 clusters Score -1.508344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -15083443.000000 Penalty: 5687.905273
	Iteration 48Q: 3 clusters Score -1.508344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -15083440.000000 Penalty: 5687.905273
	Iteration 49Q: 3 clusters Score -1.508344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -15083438.000000 Penalty: 5687.905273
	Iteration 50Q: 3 clusters Score -1.508344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -15083443.000000 Penalty: 5687.905273
	Iteration 51Q: 3 clusters Score -1.508344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -15083450.000000 Penalty: 5687.905273
	Iteration 52Q: 3 clusters Score -1.508345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -15083439.000000 Penalty: 5687.905273
	Iteration 53Q: 3 clusters Score -1.508344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -15083436.000000 Penalty: 5687.905273
	Iteration 54Q: 3 clusters Score -1.508344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93177 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -15083429.000000 Penalty: 5687.905273
	Iteration 55Q: 3 clusters Score -1.508343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -15083437.000000 Penalty: 5687.905273
	Iteration 56Q: 3 clusters Score -1.508344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -15083423.000000 Penalty: 5687.905273
	Iteration 57Q: 3 clusters Score -1.508342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -15083433.000000 Penalty: 5687.905273
	Iteration 58Q: 3 clusters Score -1.508343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93180 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -15083434.000000 Penalty: 5687.905273
	Iteration 59Q: 3 clusters Score -1.508343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -15083419.000000 Penalty: 5687.905273
	Iteration 60F: 3 clusters Score -1.508342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -15083436.000000 Penalty: 5687.905273
	Iteration 61Q: 3 clusters Score -1.508344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -15083431.000000 Penalty: 5687.905273
	Iteration 62Q: 3 clusters Score -1.508343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93193 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -15083439.000000 Penalty: 5687.905273
	Iteration 63Q: 3 clusters Score -1.508344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -15083444.000000 Penalty: 5687.905273
	Iteration 64Q: 3 clusters Score -1.508344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -15083451.000000 Penalty: 5687.905273
	Iteration 65Q: 3 clusters Score -1.508345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -15083443.000000 Penalty: 5687.905273
	Iteration 66Q: 3 clusters Score -1.508344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -15083445.000000 Penalty: 5687.905273
	Iteration 67Q: 3 clusters Score -1.508344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -15083441.000000 Penalty: 5687.905273
	Iteration 68Q: 3 clusters Score -1.508344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -15083436.000000 Penalty: 5687.905273
	Iteration 69Q: 3 clusters Score -1.508344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -15083436.000000 Penalty: 5687.905273
	Iteration 70F: 3 clusters Score -1.508344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Entering Unmasked Estep 
Score: -6574091.000000 Penalty: 2642.328369
	Iteration 0F: 2 clusters Score -6574091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -6545370.000000 Penalty: 5284.656738
	Iteration 0F: 3 clusters Score -6545370 nChanged 19570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -6556023.000000 Penalty: 5284.656738
	Iteration 1F: 3 clusters Score -6556023 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -6556483.500000 Penalty: 5284.656738
	Iteration 2Q: 3 clusters Score -6556484 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -6556786.000000 Penalty: 5284.656738
	Iteration 3Q: 3 clusters Score -6556786 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -6557068.000000 Penalty: 5284.656738
	Iteration 4Q: 3 clusters Score -6557068 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -6557317.500000 Penalty: 5284.656738
	Iteration 5Q: 3 clusters Score -6557318 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6557534.000000 Penalty: 5284.656738
	Iteration 6Q: 3 clusters Score -6557534 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -6557746.500000 Penalty: 5284.656738
	Iteration 7Q: 3 clusters Score -6557746 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -6557991.500000 Penalty: 5284.656738
	Iteration 8Q: 3 clusters Score -6557992 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -6558353.000000 Penalty: 5284.656738
	Iteration 9Q: 3 clusters Score -6558353 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6558834.500000 Penalty: 5284.656738
	Iteration 10Q: 3 clusters Score -6558834 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -6559547.000000 Penalty: 5284.656738
	Iteration 11Q: 3 clusters Score -6559547 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -6560614.000000 Penalty: 5284.656738
	Iteration 12F: 3 clusters Score -6560614 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -6562428.000000 Penalty: 5284.656738
	Iteration 13F: 3 clusters Score -6562428 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -6564904.500000 Penalty: 5284.656738
	Iteration 14F: 3 clusters Score -6564904 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -6567591.500000 Penalty: 5284.656738
	Iteration 15F: 3 clusters Score -6567592 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -6569698.500000 Penalty: 5284.656738
	Iteration 16F: 3 clusters Score -6569698 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -6570833.500000 Penalty: 5284.656738
	Iteration 17Q: 3 clusters Score -6570834 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -6571285.000000 Penalty: 5284.656738
	Iteration 18Q: 3 clusters Score -6571285 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -6571529.500000 Penalty: 5284.656738
	Iteration 19Q: 3 clusters Score -6571530 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -6571643.500000 Penalty: 5284.656738
	Iteration 20F: 3 clusters Score -6571644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -6571705.000000 Penalty: 5284.656738
	Iteration 21Q: 3 clusters Score -6571705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -6571756.500000 Penalty: 5284.656738
	Iteration 22Q: 3 clusters Score -6571756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -6571779.500000 Penalty: 5284.656738
	Iteration 23Q: 3 clusters Score -6571780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -6571796.000000 Penalty: 5284.656738
	Iteration 24Q: 3 clusters Score -6571796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -6571808.000000 Penalty: 5284.656738
	Iteration 25Q: 3 clusters Score -6571808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -6571815.000000 Penalty: 5284.656738
	Iteration 26Q: 3 clusters Score -6571815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -6571829.000000 Penalty: 5284.656738
	Iteration 27Q: 3 clusters Score -6571829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -6571829.000000 Penalty: 5284.656738
	Iteration 28Q: 3 clusters Score -6571829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -6571832.000000 Penalty: 5284.656738
	Iteration 29Q: 3 clusters Score -6571832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -6571832.000000 Penalty: 5284.656738
	Iteration 30F: 3 clusters Score -6571832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -23245.519531 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -23245.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22221.988281 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -22221.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22275.064453 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -22275.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22314.470703 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22314.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22316.046875 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -22316.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22320.066406 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -22320.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22320.066406 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -22320.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -138860.625000 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -138860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136987.531250 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -136987.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137513.296875 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -137513.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -137847.718750 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -137847.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -138144.437500 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -138144.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -138337.125000 Penalty: 3433.631348
	Iteration 4F: 3 clusters Score -138337.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -138492.781250 Penalty: 3433.631348
	Iteration 5F: 3 clusters Score -138492.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -138601.734375 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -138601.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -138655.562500 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -138655.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -138698.234375 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -138698.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138740.875000 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -138740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -138757.390625 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -138757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -138764.406250 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -138764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -138767.390625 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -138767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -138772.390625 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -138772.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -138773.921875 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -138773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -138773.921875 Penalty: 3433.631348
	Iteration 15F: 3 clusters Score -138773.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -81777.007812 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -81777.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80193.093750 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -80193.09 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80524.234375 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -80524.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80671.453125 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -80671.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80735.523438 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -80735.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80786.226562 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -80786.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80815.132812 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -80815.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80837.476562 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -80837.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80844.843750 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -80844.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80860.281250 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -80860.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80871.296875 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -80871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80885.484375 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -80885.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80893.304688 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -80893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80893.304688 Penalty: 3188.340332
	Iteration 12F: 3 clusters Score -80893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -92934.585938 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -92934.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91288.960938 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -91288.96 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91549.867188 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -91549.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91646.664062 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -91646.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91676.765625 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -91676.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91684.429688 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -91684.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91690.851562 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -91690.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91694.000000 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -91694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91694.000000 Penalty: 3219.398926
	Iteration 7F: 3 clusters Score -91694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -213267.296875 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -213267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -211039.906250 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -211039.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -211469.078125 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -211469.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -211641.500000 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -211641.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -211761.843750 Penalty: 3618.684570
	Iteration 3F: 3 clusters Score -211761.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -211866.843750 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -211866.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -211945.515625 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -211945.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -212016.578125 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -212016.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -212061.687500 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -212061.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212091.656250 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -212091.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -212115.984375 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -212116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -212130.437500 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -212130.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212144.687500 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -212144.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212159.734375 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -212159.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -212168.281250 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -212168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212177.140625 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -212177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -212185.375000 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -212185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -212191.546875 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -212191.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -212195.578125 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -212195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -212196.984375 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -212197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212197.828125 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -212197.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212197.828125 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -212197.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Entering Unmasked Estep 
Score: -1476943.375000 Penalty: 2270.763916
	Iteration 0F: 2 clusters Score -1476943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1469512.125000 Penalty: 4541.527832
	Iteration 0F: 3 clusters Score -1469512 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1471645.875000 Penalty: 4541.527832
	Iteration 1F: 3 clusters Score -1471646 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1471939.250000 Penalty: 4541.527832
	Iteration 2F: 3 clusters Score -1471939 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1472115.875000 Penalty: 4541.527832
	Iteration 3Q: 3 clusters Score -1472116 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1472235.250000 Penalty: 4541.527832
	Iteration 4Q: 3 clusters Score -1472235 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1472324.375000 Penalty: 4541.527832
	Iteration 5Q: 3 clusters Score -1472324 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1472399.875000 Penalty: 4541.527832
	Iteration 6Q: 3 clusters Score -1472400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1472452.000000 Penalty: 4541.527832
	Iteration 7Q: 3 clusters Score -1472452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1472488.875000 Penalty: 4541.527832
	Iteration 8Q: 3 clusters Score -1472489 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1472529.250000 Penalty: 4541.527832
	Iteration 9Q: 3 clusters Score -1472529 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1472562.500000 Penalty: 4541.527832
	Iteration 10Q: 3 clusters Score -1472562 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1472597.625000 Penalty: 4541.527832
	Iteration 11Q: 3 clusters Score -1472598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1472620.375000 Penalty: 4541.527832
	Iteration 12Q: 3 clusters Score -1472620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1472640.625000 Penalty: 4541.527832
	Iteration 13Q: 3 clusters Score -1472641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1472659.750000 Penalty: 4541.527832
	Iteration 14Q: 3 clusters Score -1472660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1472681.250000 Penalty: 4541.527832
	Iteration 15Q: 3 clusters Score -1472681 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1472703.375000 Penalty: 4541.527832
	Iteration 16Q: 3 clusters Score -1472703 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1472721.875000 Penalty: 4541.527832
	Iteration 17Q: 3 clusters Score -1472722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1472743.750000 Penalty: 4541.527832
	Iteration 18Q: 3 clusters Score -1472744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1472765.250000 Penalty: 4541.527832
	Iteration 19Q: 3 clusters Score -1472765 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1472776.625000 Penalty: 4541.527832
	Iteration 20F: 3 clusters Score -1472777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1472796.750000 Penalty: 4541.527832
	Iteration 21Q: 3 clusters Score -1472797 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1472807.875000 Penalty: 4541.527832
	Iteration 22Q: 3 clusters Score -1472808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1472828.000000 Penalty: 4541.527832
	Iteration 23Q: 3 clusters Score -1472828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1472847.375000 Penalty: 4541.527832
	Iteration 24Q: 3 clusters Score -1472847 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1472863.125000 Penalty: 4541.527832
	Iteration 25Q: 3 clusters Score -1472863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1472872.750000 Penalty: 4541.527832
	Iteration 26Q: 3 clusters Score -1472873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1472879.750000 Penalty: 4541.527832
	Iteration 27Q: 3 clusters Score -1472880 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1472889.750000 Penalty: 4541.527832
	Iteration 28Q: 3 clusters Score -1472890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1472904.125000 Penalty: 4541.527832
	Iteration 29Q: 3 clusters Score -1472904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1472916.500000 Penalty: 4541.527832
	Iteration 30Q: 3 clusters Score -1472916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1472939.500000 Penalty: 4541.527832
	Iteration 31Q: 3 clusters Score -1472940 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1472962.625000 Penalty: 4541.527832
	Iteration 32Q: 3 clusters Score -1472963 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1472982.375000 Penalty: 4541.527832
	Iteration 33Q: 3 clusters Score -1472982 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1473016.000000 Penalty: 4541.527832
	Iteration 34Q: 3 clusters Score -1473016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1473042.125000 Penalty: 4541.527832
	Iteration 35Q: 3 clusters Score -1473042 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1473077.375000 Penalty: 4541.527832
	Iteration 36Q: 3 clusters Score -1473077 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1473120.500000 Penalty: 4541.527832
	Iteration 37Q: 3 clusters Score -1473120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1473178.625000 Penalty: 4541.527832
	Iteration 38Q: 3 clusters Score -1473179 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1473245.000000 Penalty: 4541.527832
	Iteration 39Q: 3 clusters Score -1473245 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1473321.500000 Penalty: 4541.527832
	Iteration 40F: 3 clusters Score -1473322 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1473426.500000 Penalty: 4541.527832
	Iteration 41Q: 3 clusters Score -1473426 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1473545.500000 Penalty: 4541.527832
	Iteration 42Q: 3 clusters Score -1473546 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1473677.750000 Penalty: 4541.527832
	Iteration 43Q: 3 clusters Score -1473678 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1473797.000000 Penalty: 4541.527832
	Iteration 44Q: 3 clusters Score -1473797 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1473913.500000 Penalty: 4541.527832
	Iteration 45Q: 3 clusters Score -1473914 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1474028.875000 Penalty: 4541.527832
	Iteration 46Q: 3 clusters Score -1474029 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1474155.000000 Penalty: 4541.527832
	Iteration 47Q: 3 clusters Score -1474155 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1474238.250000 Penalty: 4541.527832
	Iteration 48Q: 3 clusters Score -1474238 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1474321.625000 Penalty: 4541.527832
	Iteration 49Q: 3 clusters Score -1474322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1474387.625000 Penalty: 4541.527832
	Iteration 50Q: 3 clusters Score -1474388 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1474446.875000 Penalty: 4541.527832
	Iteration 51Q: 3 clusters Score -1474447 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1474489.625000 Penalty: 4541.527832
	Iteration 52Q: 3 clusters Score -1474490 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1474523.125000 Penalty: 4541.527832
	Iteration 53Q: 3 clusters Score -1474523 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1474559.250000 Penalty: 4541.527832
	Iteration 54Q: 3 clusters Score -1474559 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1474597.125000 Penalty: 4541.527832
	Iteration 55Q: 3 clusters Score -1474597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1474628.750000 Penalty: 4541.527832
	Iteration 56Q: 3 clusters Score -1474629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1474651.375000 Penalty: 4541.527832
	Iteration 57Q: 3 clusters Score -1474651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1474679.875000 Penalty: 4541.527832
	Iteration 58Q: 3 clusters Score -1474680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1474704.500000 Penalty: 4541.527832
	Iteration 59Q: 3 clusters Score -1474704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1474729.000000 Penalty: 4541.527832
	Iteration 60F: 3 clusters Score -1474729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1474749.250000 Penalty: 4541.527832
	Iteration 61Q: 3 clusters Score -1474749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1474769.625000 Penalty: 4541.527832
	Iteration 62Q: 3 clusters Score -1474770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1474788.750000 Penalty: 4541.527832
	Iteration 63Q: 3 clusters Score -1474789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1474803.250000 Penalty: 4541.527832
	Iteration 64Q: 3 clusters Score -1474803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1474813.125000 Penalty: 4541.527832
	Iteration 65Q: 3 clusters Score -1474813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1474822.375000 Penalty: 4541.527832
	Iteration 66Q: 3 clusters Score -1474822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1474835.000000 Penalty: 4541.527832
	Iteration 67Q: 3 clusters Score -1474835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1474847.250000 Penalty: 4541.527832
	Iteration 68Q: 3 clusters Score -1474847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1474856.125000 Penalty: 4541.527832
	Iteration 69Q: 3 clusters Score -1474856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1474865.000000 Penalty: 4541.527832
	Iteration 70Q: 3 clusters Score -1474865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1474872.875000 Penalty: 4541.527832
	Iteration 71Q: 3 clusters Score -1474873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1474877.000000 Penalty: 4541.527832
	Iteration 72Q: 3 clusters Score -1474877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1474884.500000 Penalty: 4541.527832
	Iteration 73Q: 3 clusters Score -1474884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1474889.125000 Penalty: 4541.527832
	Iteration 74Q: 3 clusters Score -1474889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1474897.625000 Penalty: 4541.527832
	Iteration 75Q: 3 clusters Score -1474898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1474906.125000 Penalty: 4541.527832
	Iteration 76Q: 3 clusters Score -1474906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1474911.000000 Penalty: 4541.527832
	Iteration 77Q: 3 clusters Score -1474911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1474915.750000 Penalty: 4541.527832
	Iteration 78Q: 3 clusters Score -1474916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1474913.750000 Penalty: 4541.527832
	Iteration 79Q: 3 clusters Score -1474914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1474913.250000 Penalty: 4541.527832
	Iteration 80F: 3 clusters Score -1474913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1474914.500000 Penalty: 4541.527832
	Iteration 81Q: 3 clusters Score -1474914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1474916.250000 Penalty: 4541.527832
	Iteration 82Q: 3 clusters Score -1474916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1474917.000000 Penalty: 4541.527832
	Iteration 83Q: 3 clusters Score -1474917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1474917.000000 Penalty: 4541.527832
	Iteration 84Q: 3 clusters Score -1474917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1474916.625000 Penalty: 4541.527832
	Iteration 85Q: 3 clusters Score -1474917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1474917.625000 Penalty: 4541.527832
	Iteration 86Q: 3 clusters Score -1474918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1474920.625000 Penalty: 4541.527832
	Iteration 87Q: 3 clusters Score -1474921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1474920.750000 Penalty: 4541.527832
	Iteration 88Q: 3 clusters Score -1474921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1474924.250000 Penalty: 4541.527832
	Iteration 89Q: 3 clusters Score -1474924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1474930.000000 Penalty: 4541.527832
	Iteration 90Q: 3 clusters Score -1474930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1474931.375000 Penalty: 4541.527832
	Iteration 91Q: 3 clusters Score -1474931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1474935.875000 Penalty: 4541.527832
	Iteration 92Q: 3 clusters Score -1474936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1474940.375000 Penalty: 4541.527832
	Iteration 93Q: 3 clusters Score -1474940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1474943.500000 Penalty: 4541.527832
	Iteration 94Q: 3 clusters Score -1474944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1474952.500000 Penalty: 4541.527832
	Iteration 95Q: 3 clusters Score -1474952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1474955.375000 Penalty: 4541.527832
	Iteration 96Q: 3 clusters Score -1474955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1474959.000000 Penalty: 4541.527832
	Iteration 97Q: 3 clusters Score -1474959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1474961.000000 Penalty: 4541.527832
	Iteration 98Q: 3 clusters Score -1474961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1474965.500000 Penalty: 4541.527832
	Iteration 99Q: 3 clusters Score -1474966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1474968.750000 Penalty: 4541.527832
	Iteration 100F: 3 clusters Score -1474969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -23544.349609 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -23544.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22483.154297 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -22483.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22601.199219 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -22601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22646.861328 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -22646.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22698.986328 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -22698.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22713.271484 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -22713.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22713.271484 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -22713.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19832.074219 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19832.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -19133.166016 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19133.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19448.259766 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19448.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -19593.724609 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -19593.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19671.582031 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -19671.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -19748.539062 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -19748.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19752.460938 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -19752.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19752.460938 Penalty: 2625.479248
	Iteration 6F: 3 clusters Score -19752.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -595616.625000 Penalty: 2046.864868
	Iteration 0F: 2 clusters Score -595616.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -591809.875000 Penalty: 4093.729736
	Iteration 0F: 3 clusters Score -591809.9 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -592590.500000 Penalty: 4093.729736
	Iteration 1F: 3 clusters Score -592590.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -592756.437500 Penalty: 4093.729736
	Iteration 2F: 3 clusters Score -592756.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -592867.187500 Penalty: 4093.729736
	Iteration 3Q: 3 clusters Score -592867.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -592947.312500 Penalty: 4093.729736
	Iteration 4Q: 3 clusters Score -592947.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -593008.375000 Penalty: 4093.729736
	Iteration 5Q: 3 clusters Score -593008.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -593053.312500 Penalty: 4093.729736
	Iteration 6Q: 3 clusters Score -593053.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -593084.187500 Penalty: 4093.729736
	Iteration 7Q: 3 clusters Score -593084.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -593106.562500 Penalty: 4093.729736
	Iteration 8Q: 3 clusters Score -593106.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -593124.875000 Penalty: 4093.729736
	Iteration 9Q: 3 clusters Score -593124.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -593150.375000 Penalty: 4093.729736
	Iteration 10Q: 3 clusters Score -593150.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -593179.562500 Penalty: 4093.729736
	Iteration 11Q: 3 clusters Score -593179.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -593206.437500 Penalty: 4093.729736
	Iteration 12Q: 3 clusters Score -593206.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -593230.562500 Penalty: 4093.729736
	Iteration 13Q: 3 clusters Score -593230.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -593255.937500 Penalty: 4093.729736
	Iteration 14Q: 3 clusters Score -593255.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -593281.437500 Penalty: 4093.729736
	Iteration 15Q: 3 clusters Score -593281.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -593301.437500 Penalty: 4093.729736
	Iteration 16Q: 3 clusters Score -593301.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -593322.750000 Penalty: 4093.729736
	Iteration 17Q: 3 clusters Score -593322.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -593342.750000 Penalty: 4093.729736
	Iteration 18Q: 3 clusters Score -593342.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -593356.062500 Penalty: 4093.729736
	Iteration 19Q: 3 clusters Score -593356.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -593368.750000 Penalty: 4093.729736
	Iteration 20F: 3 clusters Score -593368.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -593382.250000 Penalty: 4093.729736
	Iteration 21Q: 3 clusters Score -593382.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -593391.562500 Penalty: 4093.729736
	Iteration 22Q: 3 clusters Score -593391.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -593406.125000 Penalty: 4093.729736
	Iteration 23Q: 3 clusters Score -593406.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -593423.562500 Penalty: 4093.729736
	Iteration 24Q: 3 clusters Score -593423.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -593441.937500 Penalty: 4093.729736
	Iteration 25Q: 3 clusters Score -593441.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -593462.000000 Penalty: 4093.729736
	Iteration 26Q: 3 clusters Score -593462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -593478.937500 Penalty: 4093.729736
	Iteration 27Q: 3 clusters Score -593478.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -593489.000000 Penalty: 4093.729736
	Iteration 28Q: 3 clusters Score -593489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -593503.687500 Penalty: 4093.729736
	Iteration 29Q: 3 clusters Score -593503.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -593515.562500 Penalty: 4093.729736
	Iteration 30Q: 3 clusters Score -593515.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -593526.937500 Penalty: 4093.729736
	Iteration 31Q: 3 clusters Score -593526.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -593540.812500 Penalty: 4093.729736
	Iteration 32Q: 3 clusters Score -593540.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -593565.187500 Penalty: 4093.729736
	Iteration 33Q: 3 clusters Score -593565.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -593585.062500 Penalty: 4093.729736
	Iteration 34Q: 3 clusters Score -593585.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -593608.062500 Penalty: 4093.729736
	Iteration 35Q: 3 clusters Score -593608.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -593627.625000 Penalty: 4093.729736
	Iteration 36Q: 3 clusters Score -593627.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -593635.812500 Penalty: 4093.729736
	Iteration 37Q: 3 clusters Score -593635.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -593644.187500 Penalty: 4093.729736
	Iteration 38Q: 3 clusters Score -593644.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -593651.875000 Penalty: 4093.729736
	Iteration 39Q: 3 clusters Score -593651.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -593656.625000 Penalty: 4093.729736
	Iteration 40F: 3 clusters Score -593656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -593659.125000 Penalty: 4093.729736
	Iteration 41Q: 3 clusters Score -593659.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -593659.750000 Penalty: 4093.729736
	Iteration 42Q: 3 clusters Score -593659.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -593662.500000 Penalty: 4093.729736
	Iteration 43Q: 3 clusters Score -593662.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -593665.437500 Penalty: 4093.729736
	Iteration 44Q: 3 clusters Score -593665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -593666.500000 Penalty: 4093.729736
	Iteration 45Q: 3 clusters Score -593666.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -593668.687500 Penalty: 4093.729736
	Iteration 46Q: 3 clusters Score -593668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -593671.437500 Penalty: 4093.729736
	Iteration 47Q: 3 clusters Score -593671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -593673.937500 Penalty: 4093.729736
	Iteration 48Q: 3 clusters Score -593673.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -593680.375000 Penalty: 4093.729736
	Iteration 49Q: 3 clusters Score -593680.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -593684.562500 Penalty: 4093.729736
	Iteration 50Q: 3 clusters Score -593684.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -593688.250000 Penalty: 4093.729736
	Iteration 51Q: 3 clusters Score -593688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -593691.437500 Penalty: 4093.729736
	Iteration 52Q: 3 clusters Score -593691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -593696.562500 Penalty: 4093.729736
	Iteration 53Q: 3 clusters Score -593696.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -593699.437500 Penalty: 4093.729736
	Iteration 54Q: 3 clusters Score -593699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -593702.375000 Penalty: 4093.729736
	Iteration 55Q: 3 clusters Score -593702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -593701.625000 Penalty: 4093.729736
	Iteration 56Q: 3 clusters Score -593701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -593702.812500 Penalty: 4093.729736
	Iteration 57Q: 3 clusters Score -593702.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -593705.125000 Penalty: 4093.729736
	Iteration 58Q: 3 clusters Score -593705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -593707.437500 Penalty: 4093.729736
	Iteration 59Q: 3 clusters Score -593707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -593710.687500 Penalty: 4093.729736
	Iteration 60F: 3 clusters Score -593710.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -593711.437500 Penalty: 4093.729736
	Iteration 61Q: 3 clusters Score -593711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -593712.437500 Penalty: 4093.729736
	Iteration 62Q: 3 clusters Score -593712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -593713.375000 Penalty: 4093.729736
	Iteration 63Q: 3 clusters Score -593713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -593713.500000 Penalty: 4093.729736
	Iteration 64Q: 3 clusters Score -593713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -593714.375000 Penalty: 4093.729736
	Iteration 65Q: 3 clusters Score -593714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -593715.250000 Penalty: 4093.729736
	Iteration 66Q: 3 clusters Score -593715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -593716.750000 Penalty: 4093.729736
	Iteration 67Q: 3 clusters Score -593716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -593718.062500 Penalty: 4093.729736
	Iteration 68Q: 3 clusters Score -593718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -593719.187500 Penalty: 4093.729736
	Iteration 69Q: 3 clusters Score -593719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -593719.625000 Penalty: 4093.729736
	Iteration 70Q: 3 clusters Score -593719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -593720.375000 Penalty: 4093.729736
	Iteration 71Q: 3 clusters Score -593720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -593722.375000 Penalty: 4093.729736
	Iteration 72Q: 3 clusters Score -593722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -593722.875000 Penalty: 4093.729736
	Iteration 73Q: 3 clusters Score -593722.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -593722.875000 Penalty: 4093.729736
	Iteration 74F: 3 clusters Score -593722.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Entering Unmasked Estep 
Score: -2271734.500000 Penalty: 2375.335205
	Iteration 0F: 2 clusters Score -2271734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2261268.000000 Penalty: 4750.670410
	Iteration 0F: 3 clusters Score -2261268 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2264551.750000 Penalty: 4750.670410
	Iteration 1F: 3 clusters Score -2264552 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2264912.250000 Penalty: 4750.670410
	Iteration 2F: 3 clusters Score -2264912 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2265254.250000 Penalty: 4750.670410
	Iteration 3F: 3 clusters Score -2265254 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2265583.250000 Penalty: 4750.670410
	Iteration 4Q: 3 clusters Score -2265583 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2265996.250000 Penalty: 4750.670410
	Iteration 5F: 3 clusters Score -2265996 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2266404.500000 Penalty: 4750.670410
	Iteration 6F: 3 clusters Score -2266404 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2266860.250000 Penalty: 4750.670410
	Iteration 7F: 3 clusters Score -2266860 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2267326.500000 Penalty: 4750.670410
	Iteration 8F: 3 clusters Score -2267326 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2267795.500000 Penalty: 4750.670410
	Iteration 9Q: 3 clusters Score -2267796 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2268205.750000 Penalty: 4750.670410
	Iteration 10Q: 3 clusters Score -2268206 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2268567.250000 Penalty: 4750.670410
	Iteration 11Q: 3 clusters Score -2268567 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2268958.500000 Penalty: 4750.670410
	Iteration 12Q: 3 clusters Score -2268958 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2269321.500000 Penalty: 4750.670410
	Iteration 13Q: 3 clusters Score -2269322 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2269601.000000 Penalty: 4750.670410
	Iteration 14Q: 3 clusters Score -2269601 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2269801.500000 Penalty: 4750.670410
	Iteration 15Q: 3 clusters Score -2269802 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2269917.500000 Penalty: 4750.670410
	Iteration 16Q: 3 clusters Score -2269918 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2269998.500000 Penalty: 4750.670410
	Iteration 17Q: 3 clusters Score -2269998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2270049.000000 Penalty: 4750.670410
	Iteration 18Q: 3 clusters Score -2270049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2270081.500000 Penalty: 4750.670410
	Iteration 19Q: 3 clusters Score -2270082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2270096.500000 Penalty: 4750.670410
	Iteration 20F: 3 clusters Score -2270096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2270110.250000 Penalty: 4750.670410
	Iteration 21Q: 3 clusters Score -2270110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2270117.750000 Penalty: 4750.670410
	Iteration 22Q: 3 clusters Score -2270118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2270124.500000 Penalty: 4750.670410
	Iteration 23Q: 3 clusters Score -2270124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2270130.500000 Penalty: 4750.670410
	Iteration 24Q: 3 clusters Score -2270130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2270137.250000 Penalty: 4750.670410
	Iteration 25Q: 3 clusters Score -2270137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2270138.500000 Penalty: 4750.670410
	Iteration 26Q: 3 clusters Score -2270138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2270139.500000 Penalty: 4750.670410
	Iteration 27Q: 3 clusters Score -2270140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2270140.750000 Penalty: 4750.670410
	Iteration 28Q: 3 clusters Score -2270141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2270142.500000 Penalty: 4750.670410
	Iteration 29Q: 3 clusters Score -2270142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2270142.750000 Penalty: 4750.670410
	Iteration 30Q: 3 clusters Score -2270143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2270140.500000 Penalty: 4750.670410
	Iteration 31Q: 3 clusters Score -2270140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2270141.000000 Penalty: 4750.670410
	Iteration 32Q: 3 clusters Score -2270141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2270141.000000 Penalty: 4750.670410
	Iteration 33F: 3 clusters Score -2270141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -108392.679688 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -108392.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -106643.210938 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -106643.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -106947.015625 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -106947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107103.453125 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -107103.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107203.617188 Penalty: 3300.459473
	Iteration 3Q: 3 clusters Score -107203.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -107236.265625 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -107236.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107265.945312 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -107265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107298.234375 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -107298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -107320.210938 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -107320.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107354.312500 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -107354.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -107376.437500 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -107376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107385.507812 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -107385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107393.562500 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -107393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107395.812500 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -107395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107396.453125 Penalty: 3300.459473
	Iteration 13Q: 3 clusters Score -107396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107396.453125 Penalty: 3300.459473
	Iteration 14F: 3 clusters Score -107396.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9736 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3471 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124939 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140055 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 95564 members 
Mstep: Class 24 contains 42385 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9474 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14443 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717312.000000 Penalty: 114959.039062
Iteration 279Q: 36 clusters Score -8.671731e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124921 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140068 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34042 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 95581 members 
Mstep: Class 24 contains 42376 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9475 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 199 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14446 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717264.000000 Penalty: 114959.039062
Iteration 280F: 36 clusters Score -8.671726e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9730 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7726 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124895 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140102 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34041 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 95591 members 
Mstep: Class 24 contains 42362 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9476 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 201 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14445 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717368.000000 Penalty: 114959.039062
Iteration 281Q: 36 clusters Score -8.671737e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7725 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124871 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140126 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6618 members 
Mstep: Class 23 contains 95600 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9477 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 201 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14445 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717496.000000 Penalty: 114959.039062
Iteration 282Q: 36 clusters Score -8.67175e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9727 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7727 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124832 members 
Mstep: Class 12 contains 4321 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140149 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34042 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 95620 members 
Mstep: Class 24 contains 42343 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9479 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 195 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14446 members 
Mstep: Class 35 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717648.000000 Penalty: 114959.039062
Iteration 283Q: 36 clusters Score -8.671765e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124801 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140154 members 
Mstep: Class 17 contains 13174 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19346 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 95645 members 
Mstep: Class 24 contains 42336 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9479 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14448 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717632.000000 Penalty: 114959.039062
Iteration 284Q: 36 clusters Score -8.671763e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7733 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124758 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140171 members 
Mstep: Class 17 contains 13174 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 95672 members 
Mstep: Class 24 contains 42328 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9479 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14451 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717608.000000 Penalty: 114959.039062
Iteration 285Q: 36 clusters Score -8.671761e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9725 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7736 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124736 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140178 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6621 members 
Mstep: Class 23 contains 95700 members 
Mstep: Class 24 contains 42314 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9480 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14449 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717544.000000 Penalty: 114959.039062
Iteration 286Q: 36 clusters Score -8.671754e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9726 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7737 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124711 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140186 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6622 members 
Mstep: Class 23 contains 95727 members 
Mstep: Class 24 contains 42301 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9482 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14449 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717512.000000 Penalty: 114959.039062
Iteration 287Q: 36 clusters Score -8.671751e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9723 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3467 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7739 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124667 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140200 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19346 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 95762 members 
Mstep: Class 24 contains 42289 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9486 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14449 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717488.000000 Penalty: 114959.039062
Iteration 288Q: 36 clusters Score -8.671749e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9721 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3467 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7741 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124632 members 
Mstep: Class 12 contains 4324 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140224 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19346 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6622 members 
Mstep: Class 23 contains 95789 members 
Mstep: Class 24 contains 42274 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14450 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717536.000000 Penalty: 114959.039062
Iteration 289Q: 36 clusters Score -8.671754e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9720 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7740 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124605 members 
Mstep: Class 12 contains 4325 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140237 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19346 members 
Mstep: Class 21 contains 34047 members 
Mstep: Class 22 contains 6623 members 
Mstep: Class 23 contains 95806 members 
Mstep: Class 24 contains 42267 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14449 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717568.000000 Penalty: 114959.039062
Iteration 290Q: 36 clusters Score -8.671757e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9719 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124584 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140249 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34048 members 
Mstep: Class 22 contains 6624 members 
Mstep: Class 23 contains 95816 members 
Mstep: Class 24 contains 42262 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14450 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717552.000000 Penalty: 114959.039062
Iteration 291Q: 36 clusters Score -8.671755e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9719 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124566 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140263 members 
Mstep: Class 17 contains 13171 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34046 members 
Mstep: Class 22 contains 6625 members 
Mstep: Class 23 contains 95818 members 
Mstep: Class 24 contains 42257 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14453 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717576.000000 Penalty: 114959.039062
Iteration 292Q: 36 clusters Score -8.671758e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9720 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7752 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124554 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140270 members 
Mstep: Class 17 contains 13170 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6627 members 
Mstep: Class 23 contains 95820 members 
Mstep: Class 24 contains 42256 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14454 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717680.000000 Penalty: 114959.039062
Iteration 293Q: 36 clusters Score -8.671768e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9717 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124545 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140291 members 
Mstep: Class 17 contains 13169 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34046 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95815 members 
Mstep: Class 24 contains 42252 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14455 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717592.000000 Penalty: 114959.039062
Iteration 294Q: 36 clusters Score -8.671759e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9714 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124538 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140296 members 
Mstep: Class 17 contains 13170 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 95826 members 
Mstep: Class 24 contains 42247 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14455 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717648.000000 Penalty: 114959.039062
Iteration 295Q: 36 clusters Score -8.671765e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9713 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124522 members 
Mstep: Class 12 contains 4326 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140308 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 34042 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 95836 members 
Mstep: Class 24 contains 42241 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717568.000000 Penalty: 114959.039062
Iteration 296Q: 36 clusters Score -8.671757e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7747 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124501 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140312 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19346 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 95862 members 
Mstep: Class 24 contains 42232 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717576.000000 Penalty: 114959.039062
Iteration 297Q: 36 clusters Score -8.671758e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9709 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7749 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124476 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140325 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19346 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 95873 members 
Mstep: Class 24 contains 42231 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14463 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717584.000000 Penalty: 114959.039062
Iteration 298Q: 36 clusters Score -8.671758e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9705 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124462 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140342 members 
Mstep: Class 17 contains 13172 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19346 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 95878 members 
Mstep: Class 24 contains 42230 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717584.000000 Penalty: 114959.039062
Iteration 299Q: 36 clusters Score -8.671758e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124465 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140345 members 
Mstep: Class 17 contains 13169 members 
Mstep: Class 18 contains 703 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19347 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 95884 members 
Mstep: Class 24 contains 42222 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 659 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 191 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86717728.000000 Penalty: 114959.039062
Iteration 300F: 36 clusters Score -8.671773e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9698 members 
Mstep: Class 3 contains 357 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 258 members 
Mstep: Class 8 contains 7749 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 892 members 
Mstep: Class 11 contains 124477 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140347 members 
Mstep: Class 17 contains 13168 members 
Mstep: Class 18 contains 701 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19348 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95879 members 
Mstep: Class 24 contains 42216 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 180 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718112.000000 Penalty: 114959.039062
Iteration 301Q: 36 clusters Score -8.671811e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 358 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 124496 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140342 members 
Mstep: Class 17 contains 13167 members 
Mstep: Class 18 contains 700 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19350 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95883 members 
Mstep: Class 24 contains 42205 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 228 members 
Mstep: Class 32 contains 169 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718200.000000 Penalty: 114959.039062
Iteration 302Q: 36 clusters Score -8.67182e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9693 members 
Mstep: Class 3 contains 362 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 124504 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140337 members 
Mstep: Class 17 contains 13167 members 
Mstep: Class 18 contains 699 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19351 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95882 members 
Mstep: Class 24 contains 42202 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 226 members 
Mstep: Class 32 contains 166 members 
Mstep: Class 33 contains 3840 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718344.000000 Penalty: 114959.039062
Iteration 303Q: 36 clusters Score -8.671834e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 367 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 124501 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140321 members 
Mstep: Class 17 contains 13168 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19352 members 
Mstep: Class 21 contains 34042 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95895 members 
Mstep: Class 24 contains 42202 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 225 members 
Mstep: Class 32 contains 163 members 
Mstep: Class 33 contains 3840 members 
Mstep: Class 34 contains 14464 members 
Mstep: Class 35 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718376.000000 Penalty: 114959.039062
Iteration 304Q: 36 clusters Score -8.671838e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 124498 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140316 members 
Mstep: Class 17 contains 13169 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19354 members 
Mstep: Class 21 contains 34042 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95907 members 
Mstep: Class 24 contains 42198 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 223 members 
Mstep: Class 32 contains 161 members 
Mstep: Class 33 contains 3838 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718344.000000 Penalty: 114959.039062
Iteration 305Q: 36 clusters Score -8.671834e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 369 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 124485 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140322 members 
Mstep: Class 17 contains 13169 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19357 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95915 members 
Mstep: Class 24 contains 42187 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3836 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718448.000000 Penalty: 114959.039062
Iteration 306Q: 36 clusters Score -8.671845e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7762 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 124477 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140339 members 
Mstep: Class 17 contains 13168 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95917 members 
Mstep: Class 24 contains 42178 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9486 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718432.000000 Penalty: 114959.039062
Iteration 307Q: 36 clusters Score -8.671843e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 894 members 
Mstep: Class 11 contains 124474 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140345 members 
Mstep: Class 17 contains 13168 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 95914 members 
Mstep: Class 24 contains 42177 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718504.000000 Penalty: 114959.039062
Iteration 308Q: 36 clusters Score -8.67185e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7758 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124485 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140337 members 
Mstep: Class 17 contains 13167 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95917 members 
Mstep: Class 24 contains 42174 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14463 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718544.000000 Penalty: 114959.039062
Iteration 309Q: 36 clusters Score -8.671854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9694 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124494 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140333 members 
Mstep: Class 17 contains 13166 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95920 members 
Mstep: Class 24 contains 42170 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14463 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718520.000000 Penalty: 114959.039062
Iteration 310Q: 36 clusters Score -8.671852e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9693 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124500 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140330 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6631 members 
Mstep: Class 23 contains 95922 members 
Mstep: Class 24 contains 42170 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14464 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718504.000000 Penalty: 114959.039062
Iteration 311Q: 36 clusters Score -8.67185e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9693 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124497 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140331 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95928 members 
Mstep: Class 24 contains 42170 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14464 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718560.000000 Penalty: 114959.039062
Iteration 312Q: 36 clusters Score -8.671856e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9692 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124495 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140329 members 
Mstep: Class 17 contains 13164 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34045 members 
Mstep: Class 22 contains 6629 members 
Mstep: Class 23 contains 95935 members 
Mstep: Class 24 contains 42172 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718528.000000 Penalty: 114959.039062
Iteration 313Q: 36 clusters Score -8.671853e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9692 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124497 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140323 members 
Mstep: Class 17 contains 13163 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34046 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95940 members 
Mstep: Class 24 contains 42173 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718584.000000 Penalty: 114959.039062
Iteration 314Q: 36 clusters Score -8.671858e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124498 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140314 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95952 members 
Mstep: Class 24 contains 42174 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718592.000000 Penalty: 114959.039062
Iteration 315Q: 36 clusters Score -8.671859e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124501 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140314 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34043 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95950 members 
Mstep: Class 24 contains 42173 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718584.000000 Penalty: 114959.039062
Iteration 316Q: 36 clusters Score -8.671858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3462 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7746 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124500 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140308 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34044 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95957 members 
Mstep: Class 24 contains 42173 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718520.000000 Penalty: 114959.039062
Iteration 317Q: 36 clusters Score -8.671852e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7747 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124504 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140303 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34041 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95965 members 
Mstep: Class 24 contains 42172 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14455 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718616.000000 Penalty: 114959.039062
Iteration 318Q: 36 clusters Score -8.671862e+07 nChanged 45
Entering ConstructFrom: 
Score: -86718616.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (8141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Entering Unmasked Estep 
Score: -1197519.875000 Penalty: 2233.157715
	Iteration 0F: 2 clusters Score -1197520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1191076.125000 Penalty: 4466.315430
	Iteration 0F: 3 clusters Score -1191076 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1192872.375000 Penalty: 4466.315430
	Iteration 1F: 3 clusters Score -1192872 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1193267.000000 Penalty: 4466.315430
	Iteration 2F: 3 clusters Score -1193267 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1193570.500000 Penalty: 4466.315430
	Iteration 3F: 3 clusters Score -1193570 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1193817.750000 Penalty: 4466.315430
	Iteration 4F: 3 clusters Score -1193818 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1194058.250000 Penalty: 4466.315430
	Iteration 5Q: 3 clusters Score -1194058 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1194259.625000 Penalty: 4466.315430
	Iteration 6Q: 3 clusters Score -1194260 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1194450.625000 Penalty: 4466.315430
	Iteration 7Q: 3 clusters Score -1194451 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1194625.375000 Penalty: 4466.315430
	Iteration 8Q: 3 clusters Score -1194625 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1194756.875000 Penalty: 4466.315430
	Iteration 9Q: 3 clusters Score -1194757 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1194853.250000 Penalty: 4466.315430
	Iteration 10Q: 3 clusters Score -1194853 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1194928.750000 Penalty: 4466.315430
	Iteration 11Q: 3 clusters Score -1194929 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1194994.250000 Penalty: 4466.315430
	Iteration 12Q: 3 clusters Score -1194994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1195055.375000 Penalty: 4466.315430
	Iteration 13Q: 3 clusters Score -1195055 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1195128.125000 Penalty: 4466.315430
	Iteration 14Q: 3 clusters Score -1195128 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1195224.375000 Penalty: 4466.315430
	Iteration 15Q: 3 clusters Score -1195224 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1195311.000000 Penalty: 4466.315430
	Iteration 16Q: 3 clusters Score -1195311 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1195389.875000 Penalty: 4466.315430
	Iteration 17Q: 3 clusters Score -1195390 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1195460.625000 Penalty: 4466.315430
	Iteration 18Q: 3 clusters Score -1195461 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1195513.625000 Penalty: 4466.315430
	Iteration 19Q: 3 clusters Score -1195514 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1195566.500000 Penalty: 4466.315430
	Iteration 20F: 3 clusters Score -1195566 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1195610.375000 Penalty: 4466.315430
	Iteration 21Q: 3 clusters Score -1195610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1195647.375000 Penalty: 4466.315430
	Iteration 22Q: 3 clusters Score -1195647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1195682.250000 Penalty: 4466.315430
	Iteration 23Q: 3 clusters Score -1195682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1195706.125000 Penalty: 4466.315430
	Iteration 24Q: 3 clusters Score -1195706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1195722.375000 Penalty: 4466.315430
	Iteration 25Q: 3 clusters Score -1195722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1195739.000000 Penalty: 4466.315430
	Iteration 26Q: 3 clusters Score -1195739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1195743.500000 Penalty: 4466.315430
	Iteration 27Q: 3 clusters Score -1195744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1195753.125000 Penalty: 4466.315430
	Iteration 28Q: 3 clusters Score -1195753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1195758.125000 Penalty: 4466.315430
	Iteration 29Q: 3 clusters Score -1195758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1195761.750000 Penalty: 4466.315430
	Iteration 30Q: 3 clusters Score -1195762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1195769.750000 Penalty: 4466.315430
	Iteration 31Q: 3 clusters Score -1195770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1195771.750000 Penalty: 4466.315430
	Iteration 32Q: 3 clusters Score -1195772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1195776.500000 Penalty: 4466.315430
	Iteration 33Q: 3 clusters Score -1195776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1195781.875000 Penalty: 4466.315430
	Iteration 34Q: 3 clusters Score -1195782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1195785.750000 Penalty: 4466.315430
	Iteration 35Q: 3 clusters Score -1195786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1195789.375000 Penalty: 4466.315430
	Iteration 36Q: 3 clusters Score -1195789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1195797.125000 Penalty: 4466.315430
	Iteration 37Q: 3 clusters Score -1195797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1195801.750000 Penalty: 4466.315430
	Iteration 38Q: 3 clusters Score -1195802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1195805.000000 Penalty: 4466.315430
	Iteration 39Q: 3 clusters Score -1195805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1195808.875000 Penalty: 4466.315430
	Iteration 40F: 3 clusters Score -1195809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1195812.000000 Penalty: 4466.315430
	Iteration 41Q: 3 clusters Score -1195812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1195816.125000 Penalty: 4466.315430
	Iteration 42Q: 3 clusters Score -1195816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1195820.500000 Penalty: 4466.315430
	Iteration 43Q: 3 clusters Score -1195820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1195824.500000 Penalty: 4466.315430
	Iteration 44Q: 3 clusters Score -1195824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1195827.750000 Penalty: 4466.315430
	Iteration 45Q: 3 clusters Score -1195828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1195833.000000 Penalty: 4466.315430
	Iteration 46Q: 3 clusters Score -1195833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1195833.000000 Penalty: 4466.315430
	Iteration 47Q: 3 clusters Score -1195833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1195836.750000 Penalty: 4466.315430
	Iteration 48Q: 3 clusters Score -1195837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1195836.250000 Penalty: 4466.315430
	Iteration 49Q: 3 clusters Score -1195836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1195838.750000 Penalty: 4466.315430
	Iteration 50Q: 3 clusters Score -1195839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1195837.875000 Penalty: 4466.315430
	Iteration 51Q: 3 clusters Score -1195838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1195841.500000 Penalty: 4466.315430
	Iteration 52Q: 3 clusters Score -1195842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1195842.875000 Penalty: 4466.315430
	Iteration 53Q: 3 clusters Score -1195843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1195845.625000 Penalty: 4466.315430
	Iteration 54Q: 3 clusters Score -1195846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1195845.375000 Penalty: 4466.315430
	Iteration 55Q: 3 clusters Score -1195845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1195846.250000 Penalty: 4466.315430
	Iteration 56Q: 3 clusters Score -1195846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1195847.250000 Penalty: 4466.315430
	Iteration 57Q: 3 clusters Score -1195847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1195851.000000 Penalty: 4466.315430
	Iteration 58Q: 3 clusters Score -1195851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1195849.125000 Penalty: 4466.315430
	Iteration 59Q: 3 clusters Score -1195849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1195852.375000 Penalty: 4466.315430
	Iteration 60F: 3 clusters Score -1195852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1195854.000000 Penalty: 4466.315430
	Iteration 61Q: 3 clusters Score -1195854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1195854.125000 Penalty: 4466.315430
	Iteration 62Q: 3 clusters Score -1195854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1195857.000000 Penalty: 4466.315430
	Iteration 63Q: 3 clusters Score -1195857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1195857.125000 Penalty: 4466.315430
	Iteration 64Q: 3 clusters Score -1195857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1195859.250000 Penalty: 4466.315430
	Iteration 65Q: 3 clusters Score -1195859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1195860.000000 Penalty: 4466.315430
	Iteration 66Q: 3 clusters Score -1195860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1195861.875000 Penalty: 4466.315430
	Iteration 67Q: 3 clusters Score -1195862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1195865.625000 Penalty: 4466.315430
	Iteration 68Q: 3 clusters Score -1195866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1195873.000000 Penalty: 4466.315430
	Iteration 69Q: 3 clusters Score -1195873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1195876.250000 Penalty: 4466.315430
	Iteration 70Q: 3 clusters Score -1195876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1195875.125000 Penalty: 4466.315430
	Iteration 71Q: 3 clusters Score -1195875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1195879.500000 Penalty: 4466.315430
	Iteration 72Q: 3 clusters Score -1195880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1195881.250000 Penalty: 4466.315430
	Iteration 73Q: 3 clusters Score -1195881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1195878.125000 Penalty: 4466.315430
	Iteration 74Q: 3 clusters Score -1195878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1195881.875000 Penalty: 4466.315430
	Iteration 75Q: 3 clusters Score -1195882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1195883.875000 Penalty: 4466.315430
	Iteration 76Q: 3 clusters Score -1195884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1195886.250000 Penalty: 4466.315430
	Iteration 77Q: 3 clusters Score -1195886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1195886.125000 Penalty: 4466.315430
	Iteration 78Q: 3 clusters Score -1195886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1195885.125000 Penalty: 4466.315430
	Iteration 79Q: 3 clusters Score -1195885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1195888.875000 Penalty: 4466.315430
	Iteration 80F: 3 clusters Score -1195889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1195888.125000 Penalty: 4466.315430
	Iteration 81Q: 3 clusters Score -1195888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1195888.750000 Penalty: 4466.315430
	Iteration 82Q: 3 clusters Score -1195889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1195890.500000 Penalty: 4466.315430
	Iteration 83Q: 3 clusters Score -1195890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1195894.125000 Penalty: 4466.315430
	Iteration 84Q: 3 clusters Score -1195894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1195893.250000 Penalty: 4466.315430
	Iteration 85Q: 3 clusters Score -1195893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1195896.125000 Penalty: 4466.315430
	Iteration 86Q: 3 clusters Score -1195896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1195899.500000 Penalty: 4466.315430
	Iteration 87Q: 3 clusters Score -1195900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1195901.750000 Penalty: 4466.315430
	Iteration 88Q: 3 clusters Score -1195902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1195903.750000 Penalty: 4466.315430
	Iteration 89Q: 3 clusters Score -1195904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1195903.750000 Penalty: 4466.315430
	Iteration 90Q: 3 clusters Score -1195904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1195906.375000 Penalty: 4466.315430
	Iteration 91Q: 3 clusters Score -1195906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1195907.750000 Penalty: 4466.315430
	Iteration 92Q: 3 clusters Score -1195908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1195910.500000 Penalty: 4466.315430
	Iteration 93Q: 3 clusters Score -1195910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1195912.125000 Penalty: 4466.315430
	Iteration 94Q: 3 clusters Score -1195912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1195912.125000 Penalty: 4466.315430
	Iteration 95F: 3 clusters Score -1195912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Entering Unmasked Estep 
Score: -1534328.125000 Penalty: 2276.380371
	Iteration 0F: 2 clusters Score -1534328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1526824.250000 Penalty: 4552.760742
	Iteration 0F: 3 clusters Score -1526824 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1529468.375000 Penalty: 4552.760742
	Iteration 1F: 3 clusters Score -1529468 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1530276.125000 Penalty: 4552.760742
	Iteration 2F: 3 clusters Score -1530276 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1530981.875000 Penalty: 4552.760742
	Iteration 3F: 3 clusters Score -1530982 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1531578.000000 Penalty: 4552.760742
	Iteration 4F: 3 clusters Score -1531578 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1531981.250000 Penalty: 4552.760742
	Iteration 5F: 3 clusters Score -1531981 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1532198.750000 Penalty: 4552.760742
	Iteration 6Q: 3 clusters Score -1532199 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1532335.750000 Penalty: 4552.760742
	Iteration 7Q: 3 clusters Score -1532336 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1532426.750000 Penalty: 4552.760742
	Iteration 8Q: 3 clusters Score -1532427 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1532492.875000 Penalty: 4552.760742
	Iteration 9Q: 3 clusters Score -1532493 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1532538.375000 Penalty: 4552.760742
	Iteration 10Q: 3 clusters Score -1532538 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1532580.125000 Penalty: 4552.760742
	Iteration 11Q: 3 clusters Score -1532580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1532620.375000 Penalty: 4552.760742
	Iteration 12Q: 3 clusters Score -1532620 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1532654.875000 Penalty: 4552.760742
	Iteration 13Q: 3 clusters Score -1532655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1532677.750000 Penalty: 4552.760742
	Iteration 14Q: 3 clusters Score -1532678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1532702.750000 Penalty: 4552.760742
	Iteration 15Q: 3 clusters Score -1532703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1532728.375000 Penalty: 4552.760742
	Iteration 16Q: 3 clusters Score -1532728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1532746.875000 Penalty: 4552.760742
	Iteration 17Q: 3 clusters Score -1532747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1532769.625000 Penalty: 4552.760742
	Iteration 18Q: 3 clusters Score -1532770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1532790.375000 Penalty: 4552.760742
	Iteration 19Q: 3 clusters Score -1532790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1532810.625000 Penalty: 4552.760742
	Iteration 20F: 3 clusters Score -1532811 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1532836.125000 Penalty: 4552.760742
	Iteration 21Q: 3 clusters Score -1532836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1532863.125000 Penalty: 4552.760742
	Iteration 22Q: 3 clusters Score -1532863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1532881.125000 Penalty: 4552.760742
	Iteration 23Q: 3 clusters Score -1532881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1532902.625000 Penalty: 4552.760742
	Iteration 24Q: 3 clusters Score -1532903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1532921.625000 Penalty: 4552.760742
	Iteration 25Q: 3 clusters Score -1532922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1532941.250000 Penalty: 4552.760742
	Iteration 26Q: 3 clusters Score -1532941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1532950.750000 Penalty: 4552.760742
	Iteration 27Q: 3 clusters Score -1532951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1532965.000000 Penalty: 4552.760742
	Iteration 28Q: 3 clusters Score -1532965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1532981.500000 Penalty: 4552.760742
	Iteration 29Q: 3 clusters Score -1532982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1532988.000000 Penalty: 4552.760742
	Iteration 30Q: 3 clusters Score -1532988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1533001.750000 Penalty: 4552.760742
	Iteration 31Q: 3 clusters Score -1533002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1533009.125000 Penalty: 4552.760742
	Iteration 32Q: 3 clusters Score -1533009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1533020.375000 Penalty: 4552.760742
	Iteration 33Q: 3 clusters Score -1533020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1533024.875000 Penalty: 4552.760742
	Iteration 34Q: 3 clusters Score -1533025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1533033.000000 Penalty: 4552.760742
	Iteration 35Q: 3 clusters Score -1533033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1533036.125000 Penalty: 4552.760742
	Iteration 36Q: 3 clusters Score -1533036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1533038.750000 Penalty: 4552.760742
	Iteration 37Q: 3 clusters Score -1533039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1533043.625000 Penalty: 4552.760742
	Iteration 38Q: 3 clusters Score -1533044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1533045.250000 Penalty: 4552.760742
	Iteration 39Q: 3 clusters Score -1533045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1533045.125000 Penalty: 4552.760742
	Iteration 40F: 3 clusters Score -1533045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1533044.000000 Penalty: 4552.760742
	Iteration 41Q: 3 clusters Score -1533044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1533047.125000 Penalty: 4552.760742
	Iteration 42Q: 3 clusters Score -1533047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1533046.500000 Penalty: 4552.760742
	Iteration 43Q: 3 clusters Score -1533046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1533047.000000 Penalty: 4552.760742
	Iteration 44Q: 3 clusters Score -1533047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1533047.875000 Penalty: 4552.760742
	Iteration 45Q: 3 clusters Score -1533048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1533048.625000 Penalty: 4552.760742
	Iteration 46Q: 3 clusters Score -1533049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1533048.625000 Penalty: 4552.760742
	Iteration 47F: 3 clusters Score -1533049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -51185.394531 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -51185.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49806.695312 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -49806.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49938.945312 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -49938.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49982.824219 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -49982.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49999.761719 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -49999.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50005.429688 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -50005.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50016.531250 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -50016.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50038.660156 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -50038.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50046.050781 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -50046.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50061.101562 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -50061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50071.875000 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -50071.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50074.976562 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -50074.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50079.574219 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -50079.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50081.691406 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -50081.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50084.222656 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -50084.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50084.222656 Penalty: 2930.409180
	Iteration 14F: 3 clusters Score -50084.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -531398.375000 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -531398.4 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 1747 members 
Entering Unmasked Estep 
Score: -527961.062500 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -527961.1 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -529045.375000 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -529045.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -529845.500000 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -529845.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -530526.687500 Penalty: 4042.059326
	Iteration 3F: 3 clusters Score -530526.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -530973.250000 Penalty: 4042.059326
	Iteration 4F: 3 clusters Score -530973.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -531181.687500 Penalty: 4042.059326
	Iteration 5F: 3 clusters Score -531181.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -531291.312500 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -531291.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -531345.062500 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -531345.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -531379.437500 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -531379.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -531402.937500 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -531402.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -531424.562500 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -531424.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -531441.875000 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -531441.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -531470.437500 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -531470.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -531486.937500 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -531486.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -531493.812500 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -531493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -531501.625000 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -531501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -531507.437500 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -531507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -531509.250000 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -531509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -531509.562500 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -531509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -531509.562500 Penalty: 4042.059326
	Iteration 19F: 3 clusters Score -531509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 384 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124506 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140303 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34040 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95964 members 
Mstep: Class 24 contains 42170 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14454 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 3077 members 
Entering Unmasked Estep 
Score: -86717328.000000 Penalty: 118243.585938
Splitting cluster 4 changes total score from -86718616.000000 to -86717328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -283921.406250 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -283921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -281355.218750 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -281355.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -281872.343750 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -281872.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -282032.218750 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -282032.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -282110.093750 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -282110.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -282150.281250 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -282150.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282183.875000 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -282183.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -282205.781250 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -282205.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -282221.156250 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -282221.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -282237.250000 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -282237.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -282257.500000 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -282257.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282274.656250 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -282274.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -282288.781250 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -282288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -282303.593750 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -282303.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -282323.593750 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -282323.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -282350.031250 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -282350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282382.625000 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -282382.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -282408.062500 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -282408.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282421.531250 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -282421.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -282440.062500 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -282440.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -282457.312500 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -282457.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282467.968750 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -282468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -282474.593750 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -282474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282479.375000 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -282479.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282482.843750 Penalty: 3744.606201
	Iteration 23Q: 3 clusters Score -282482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -282484.093750 Penalty: 3744.606201
	Iteration 24Q: 3 clusters Score -282484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -282488.062500 Penalty: 3744.606201
	Iteration 25Q: 3 clusters Score -282488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -282496.593750 Penalty: 3744.606201
	Iteration 26Q: 3 clusters Score -282496.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -282501.937500 Penalty: 3744.606201
	Iteration 27Q: 3 clusters Score -282501.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -282515.312500 Penalty: 3744.606201
	Iteration 28Q: 3 clusters Score -282515.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -282529.187500 Penalty: 3744.606201
	Iteration 29Q: 3 clusters Score -282529.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -282541.843750 Penalty: 3744.606201
	Iteration 30Q: 3 clusters Score -282541.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -282552.843750 Penalty: 3744.606201
	Iteration 31Q: 3 clusters Score -282552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -282569.218750 Penalty: 3744.606201
	Iteration 32Q: 3 clusters Score -282569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282583.031250 Penalty: 3744.606201
	Iteration 33Q: 3 clusters Score -282583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -282593.125000 Penalty: 3744.606201
	Iteration 34Q: 3 clusters Score -282593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -282607.562500 Penalty: 3744.606201
	Iteration 35Q: 3 clusters Score -282607.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -282619.093750 Penalty: 3744.606201
	Iteration 36Q: 3 clusters Score -282619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -282629.750000 Penalty: 3744.606201
	Iteration 37Q: 3 clusters Score -282629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -282635.437500 Penalty: 3744.606201
	Iteration 38Q: 3 clusters Score -282635.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -282639.156250 Penalty: 3744.606201
	Iteration 39Q: 3 clusters Score -282639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -282642.593750 Penalty: 3744.606201
	Iteration 40F: 3 clusters Score -282642.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -282644.406250 Penalty: 3744.606201
	Iteration 41Q: 3 clusters Score -282644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -282648.531250 Penalty: 3744.606201
	Iteration 42Q: 3 clusters Score -282648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -282663.500000 Penalty: 3744.606201
	Iteration 43Q: 3 clusters Score -282663.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -282672.468750 Penalty: 3744.606201
	Iteration 44Q: 3 clusters Score -282672.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -282683.000000 Penalty: 3744.606201
	Iteration 45Q: 3 clusters Score -282683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -282693.687500 Penalty: 3744.606201
	Iteration 46Q: 3 clusters Score -282693.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282703.125000 Penalty: 3744.606201
	Iteration 47Q: 3 clusters Score -282703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -282705.625000 Penalty: 3744.606201
	Iteration 48Q: 3 clusters Score -282705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -282711.531250 Penalty: 3744.606201
	Iteration 49Q: 3 clusters Score -282711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282716.562500 Penalty: 3744.606201
	Iteration 50Q: 3 clusters Score -282716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282722.437500 Penalty: 3744.606201
	Iteration 51Q: 3 clusters Score -282722.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -282726.093750 Penalty: 3744.606201
	Iteration 52Q: 3 clusters Score -282726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282726.968750 Penalty: 3744.606201
	Iteration 53Q: 3 clusters Score -282727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -282731.062500 Penalty: 3744.606201
	Iteration 54Q: 3 clusters Score -282731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -282731.812500 Penalty: 3744.606201
	Iteration 55Q: 3 clusters Score -282731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -282732.593750 Penalty: 3744.606201
	Iteration 56Q: 3 clusters Score -282732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -282732.562500 Penalty: 3744.606201
	Iteration 57Q: 3 clusters Score -282732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -282733.718750 Penalty: 3744.606201
	Iteration 58Q: 3 clusters Score -282733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -282735.812500 Penalty: 3744.606201
	Iteration 59Q: 3 clusters Score -282735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -282737.750000 Penalty: 3744.606201
	Iteration 60F: 3 clusters Score -282737.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -282738.468750 Penalty: 3744.606201
	Iteration 61Q: 3 clusters Score -282738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -282739.000000 Penalty: 3744.606201
	Iteration 62Q: 3 clusters Score -282739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282739.781250 Penalty: 3744.606201
	Iteration 63Q: 3 clusters Score -282739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -282740.531250 Penalty: 3744.606201
	Iteration 64Q: 3 clusters Score -282740.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -282741.687500 Penalty: 3744.606201
	Iteration 65Q: 3 clusters Score -282741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282742.625000 Penalty: 3744.606201
	Iteration 66Q: 3 clusters Score -282742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282743.843750 Penalty: 3744.606201
	Iteration 67Q: 3 clusters Score -282743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282745.406250 Penalty: 3744.606201
	Iteration 68Q: 3 clusters Score -282745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282745.406250 Penalty: 3744.606201
	Iteration 69F: 3 clusters Score -282745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -1297818.875000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -1297819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1291006.500000 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -1291006 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1293012.250000 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -1293012 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1293350.750000 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -1293351 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1293575.250000 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -1293575 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1293735.250000 Penalty: 4497.369629
	Iteration 4Q: 3 clusters Score -1293735 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1293867.750000 Penalty: 4497.369629
	Iteration 5Q: 3 clusters Score -1293868 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1293983.500000 Penalty: 4497.369629
	Iteration 6Q: 3 clusters Score -1293984 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1294086.125000 Penalty: 4497.369629
	Iteration 7Q: 3 clusters Score -1294086 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1294189.375000 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -1294189 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1294278.250000 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -1294278 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1294381.625000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -1294382 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1294480.875000 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -1294481 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1294609.750000 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -1294610 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1294748.125000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -1294748 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1294912.250000 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -1294912 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1295066.125000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -1295066 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1295231.625000 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -1295232 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1295426.000000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -1295426 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1295585.875000 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -1295586 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1295735.625000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -1295736 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1295846.000000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -1295846 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1295948.500000 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -1295948 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1296027.500000 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -1296028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1296085.000000 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -1296085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1296136.125000 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -1296136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1296171.125000 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -1296171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1296199.750000 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -1296200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1296220.625000 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -1296221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1296237.000000 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -1296237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1296244.625000 Penalty: 4497.369629
	Iteration 29Q: 3 clusters Score -1296245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1296251.375000 Penalty: 4497.369629
	Iteration 30Q: 3 clusters Score -1296251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1296260.625000 Penalty: 4497.369629
	Iteration 31Q: 3 clusters Score -1296261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1296260.375000 Penalty: 4497.369629
	Iteration 32Q: 3 clusters Score -1296260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1296269.500000 Penalty: 4497.369629
	Iteration 33Q: 3 clusters Score -1296270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1296271.250000 Penalty: 4497.369629
	Iteration 34Q: 3 clusters Score -1296271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1296271.625000 Penalty: 4497.369629
	Iteration 35Q: 3 clusters Score -1296272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1296268.750000 Penalty: 4497.369629
	Iteration 36Q: 3 clusters Score -1296269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1296270.750000 Penalty: 4497.369629
	Iteration 37Q: 3 clusters Score -1296271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1296272.750000 Penalty: 4497.369629
	Iteration 38Q: 3 clusters Score -1296273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1296273.500000 Penalty: 4497.369629
	Iteration 39Q: 3 clusters Score -1296274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1296273.625000 Penalty: 4497.369629
	Iteration 40F: 3 clusters Score -1296274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1296273.750000 Penalty: 4497.369629
	Iteration 41Q: 3 clusters Score -1296274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1296276.750000 Penalty: 4497.369629
	Iteration 42Q: 3 clusters Score -1296277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1296280.375000 Penalty: 4497.369629
	Iteration 43Q: 3 clusters Score -1296280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1296282.500000 Penalty: 4497.369629
	Iteration 44Q: 3 clusters Score -1296282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1296285.000000 Penalty: 4497.369629
	Iteration 45Q: 3 clusters Score -1296285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1296288.625000 Penalty: 4497.369629
	Iteration 46Q: 3 clusters Score -1296289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1296289.750000 Penalty: 4497.369629
	Iteration 47Q: 3 clusters Score -1296290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1296291.000000 Penalty: 4497.369629
	Iteration 48Q: 3 clusters Score -1296291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1296291.000000 Penalty: 4497.369629
	Iteration 49F: 3 clusters Score -1296291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -26243.332031 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -26243.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25411.214844 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -25411.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25869.251953 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -25869.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26023.277344 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -26023.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -26056.763672 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -26056.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26087.404297 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -26087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -26100.261719 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -26100.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -26102.328125 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -26102.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26104.037109 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -26104.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26104.037109 Penalty: 2756.186768
	Iteration 8F: 3 clusters Score -26104.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Entering Unmasked Estep 
Score: -1234171.750000 Penalty: 2220.886963
	Iteration 0F: 2 clusters Score -1234172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1227961.000000 Penalty: 4441.773926
	Iteration 0F: 3 clusters Score -1227961 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1229645.250000 Penalty: 4441.773926
	Iteration 1F: 3 clusters Score -1229645 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1229987.000000 Penalty: 4441.773926
	Iteration 2F: 3 clusters Score -1229987 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1230275.250000 Penalty: 4441.773926
	Iteration 3F: 3 clusters Score -1230275 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1230511.625000 Penalty: 4441.773926
	Iteration 4F: 3 clusters Score -1230512 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1230735.375000 Penalty: 4441.773926
	Iteration 5Q: 3 clusters Score -1230735 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1230961.875000 Penalty: 4441.773926
	Iteration 6Q: 3 clusters Score -1230962 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1231185.125000 Penalty: 4441.773926
	Iteration 7Q: 3 clusters Score -1231185 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1231408.625000 Penalty: 4441.773926
	Iteration 8Q: 3 clusters Score -1231409 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1231600.875000 Penalty: 4441.773926
	Iteration 9Q: 3 clusters Score -1231601 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1231772.750000 Penalty: 4441.773926
	Iteration 10Q: 3 clusters Score -1231773 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1231919.500000 Penalty: 4441.773926
	Iteration 11Q: 3 clusters Score -1231920 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1232042.875000 Penalty: 4441.773926
	Iteration 12Q: 3 clusters Score -1232043 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1232145.000000 Penalty: 4441.773926
	Iteration 13Q: 3 clusters Score -1232145 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1232224.750000 Penalty: 4441.773926
	Iteration 14Q: 3 clusters Score -1232225 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1232303.375000 Penalty: 4441.773926
	Iteration 15Q: 3 clusters Score -1232303 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1232363.875000 Penalty: 4441.773926
	Iteration 16Q: 3 clusters Score -1232364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1232412.875000 Penalty: 4441.773926
	Iteration 17Q: 3 clusters Score -1232413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1232460.375000 Penalty: 4441.773926
	Iteration 18Q: 3 clusters Score -1232460 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1232498.625000 Penalty: 4441.773926
	Iteration 19Q: 3 clusters Score -1232499 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1232528.500000 Penalty: 4441.773926
	Iteration 20F: 3 clusters Score -1232528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1232554.625000 Penalty: 4441.773926
	Iteration 21Q: 3 clusters Score -1232555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1232582.625000 Penalty: 4441.773926
	Iteration 22Q: 3 clusters Score -1232583 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1232607.375000 Penalty: 4441.773926
	Iteration 23Q: 3 clusters Score -1232607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1232625.000000 Penalty: 4441.773926
	Iteration 24Q: 3 clusters Score -1232625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1232635.000000 Penalty: 4441.773926
	Iteration 25Q: 3 clusters Score -1232635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1232647.250000 Penalty: 4441.773926
	Iteration 26Q: 3 clusters Score -1232647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1232653.500000 Penalty: 4441.773926
	Iteration 27Q: 3 clusters Score -1232654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1232663.375000 Penalty: 4441.773926
	Iteration 28Q: 3 clusters Score -1232663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1232677.125000 Penalty: 4441.773926
	Iteration 29Q: 3 clusters Score -1232677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1232685.375000 Penalty: 4441.773926
	Iteration 30Q: 3 clusters Score -1232685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1232692.625000 Penalty: 4441.773926
	Iteration 31Q: 3 clusters Score -1232693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1232696.875000 Penalty: 4441.773926
	Iteration 32Q: 3 clusters Score -1232697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1232699.750000 Penalty: 4441.773926
	Iteration 33Q: 3 clusters Score -1232700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1232706.000000 Penalty: 4441.773926
	Iteration 34Q: 3 clusters Score -1232706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1232709.125000 Penalty: 4441.773926
	Iteration 35Q: 3 clusters Score -1232709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1232714.000000 Penalty: 4441.773926
	Iteration 36Q: 3 clusters Score -1232714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1232713.250000 Penalty: 4441.773926
	Iteration 37Q: 3 clusters Score -1232713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1232712.875000 Penalty: 4441.773926
	Iteration 38Q: 3 clusters Score -1232713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1232717.875000 Penalty: 4441.773926
	Iteration 39Q: 3 clusters Score -1232718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1232720.375000 Penalty: 4441.773926
	Iteration 40F: 3 clusters Score -1232720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1232723.375000 Penalty: 4441.773926
	Iteration 41Q: 3 clusters Score -1232723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1232726.625000 Penalty: 4441.773926
	Iteration 42Q: 3 clusters Score -1232727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1232729.500000 Penalty: 4441.773926
	Iteration 43Q: 3 clusters Score -1232730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1232730.000000 Penalty: 4441.773926
	Iteration 44Q: 3 clusters Score -1232730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1232730.250000 Penalty: 4441.773926
	Iteration 45Q: 3 clusters Score -1232730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1232731.750000 Penalty: 4441.773926
	Iteration 46Q: 3 clusters Score -1232732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1232734.000000 Penalty: 4441.773926
	Iteration 47Q: 3 clusters Score -1232734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1232736.375000 Penalty: 4441.773926
	Iteration 48Q: 3 clusters Score -1232736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1232737.750000 Penalty: 4441.773926
	Iteration 49Q: 3 clusters Score -1232738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1232741.625000 Penalty: 4441.773926
	Iteration 50Q: 3 clusters Score -1232742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1232745.625000 Penalty: 4441.773926
	Iteration 51Q: 3 clusters Score -1232746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1232750.625000 Penalty: 4441.773926
	Iteration 52Q: 3 clusters Score -1232751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1232750.375000 Penalty: 4441.773926
	Iteration 53Q: 3 clusters Score -1232750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1232754.625000 Penalty: 4441.773926
	Iteration 54Q: 3 clusters Score -1232755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1232759.250000 Penalty: 4441.773926
	Iteration 55Q: 3 clusters Score -1232759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1232762.500000 Penalty: 4441.773926
	Iteration 56Q: 3 clusters Score -1232762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1232762.875000 Penalty: 4441.773926
	Iteration 57Q: 3 clusters Score -1232763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1232765.000000 Penalty: 4441.773926
	Iteration 58Q: 3 clusters Score -1232765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1232765.500000 Penalty: 4441.773926
	Iteration 59Q: 3 clusters Score -1232766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1232766.250000 Penalty: 4441.773926
	Iteration 60F: 3 clusters Score -1232766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1232764.500000 Penalty: 4441.773926
	Iteration 61Q: 3 clusters Score -1232764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1232764.875000 Penalty: 4441.773926
	Iteration 62Q: 3 clusters Score -1232765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1232764.125000 Penalty: 4441.773926
	Iteration 63Q: 3 clusters Score -1232764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1232764.125000 Penalty: 4441.773926
	Iteration 64F: 3 clusters Score -1232764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Entering Unmasked Estep 
Score: -538154.312500 Penalty: 2026.626709
	Iteration 0F: 2 clusters Score -538154.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -534551.250000 Penalty: 4053.253418
	Iteration 0F: 3 clusters Score -534551.2 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -535384.375000 Penalty: 4053.253418
	Iteration 1F: 3 clusters Score -535384.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -535622.375000 Penalty: 4053.253418
	Iteration 2F: 3 clusters Score -535622.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -535818.312500 Penalty: 4053.253418
	Iteration 3F: 3 clusters Score -535818.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -535978.687500 Penalty: 4053.253418
	Iteration 4F: 3 clusters Score -535978.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -536090.562500 Penalty: 4053.253418
	Iteration 5Q: 3 clusters Score -536090.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -536170.687500 Penalty: 4053.253418
	Iteration 6Q: 3 clusters Score -536170.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -536225.812500 Penalty: 4053.253418
	Iteration 7Q: 3 clusters Score -536225.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -536277.875000 Penalty: 4053.253418
	Iteration 8Q: 3 clusters Score -536277.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -536326.125000 Penalty: 4053.253418
	Iteration 9Q: 3 clusters Score -536326.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -536368.687500 Penalty: 4053.253418
	Iteration 10Q: 3 clusters Score -536368.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -536404.937500 Penalty: 4053.253418
	Iteration 11Q: 3 clusters Score -536404.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -536434.625000 Penalty: 4053.253418
	Iteration 12Q: 3 clusters Score -536434.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -536457.937500 Penalty: 4053.253418
	Iteration 13Q: 3 clusters Score -536457.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -536481.187500 Penalty: 4053.253418
	Iteration 14Q: 3 clusters Score -536481.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -536507.000000 Penalty: 4053.253418
	Iteration 15Q: 3 clusters Score -536507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -536538.062500 Penalty: 4053.253418
	Iteration 16Q: 3 clusters Score -536538.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -536559.000000 Penalty: 4053.253418
	Iteration 17Q: 3 clusters Score -536559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -536572.375000 Penalty: 4053.253418
	Iteration 18Q: 3 clusters Score -536572.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -536589.937500 Penalty: 4053.253418
	Iteration 19Q: 3 clusters Score -536589.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -536604.937500 Penalty: 4053.253418
	Iteration 20F: 3 clusters Score -536604.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -536609.937500 Penalty: 4053.253418
	Iteration 21Q: 3 clusters Score -536609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -536611.062500 Penalty: 4053.253418
	Iteration 22Q: 3 clusters Score -536611.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -536614.312500 Penalty: 4053.253418
	Iteration 23Q: 3 clusters Score -536614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -536618.437500 Penalty: 4053.253418
	Iteration 24Q: 3 clusters Score -536618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -536620.625000 Penalty: 4053.253418
	Iteration 25Q: 3 clusters Score -536620.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -536622.812500 Penalty: 4053.253418
	Iteration 26Q: 3 clusters Score -536622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -536623.125000 Penalty: 4053.253418
	Iteration 27Q: 3 clusters Score -536623.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -536623.125000 Penalty: 4053.253418
	Iteration 28F: 3 clusters Score -536623.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -106653.078125 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -106653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -104900.117188 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -104900.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105407.070312 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -105407.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105758.492188 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -105758.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106148.453125 Penalty: 3371.224365
	Iteration 3F: 3 clusters Score -106148.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106347.937500 Penalty: 3371.224365
	Iteration 4F: 3 clusters Score -106347.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106428.429688 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -106428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106457.460938 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -106457.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -106472.242188 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -106472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106485.406250 Penalty: 3371.224365
	Iteration 8Q: 3 clusters Score -106485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106495.585938 Penalty: 3371.224365
	Iteration 9Q: 3 clusters Score -106495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -106499.765625 Penalty: 3371.224365
	Iteration 10Q: 3 clusters Score -106499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106501.992188 Penalty: 3371.224365
	Iteration 11Q: 3 clusters Score -106502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106503.828125 Penalty: 3371.224365
	Iteration 12Q: 3 clusters Score -106503.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106503.828125 Penalty: 3371.224365
	Iteration 13F: 3 clusters Score -106503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124506 members 
Entering Unmasked Estep 
Score: -19628596.000000 Penalty: 2909.562988
	Iteration 0F: 2 clusters Score -1.96286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62056 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
Score: -19548864.000000 Penalty: 5819.125977
	Iteration 0F: 3 clusters Score -1.954886e+07 nChanged 59067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -19583580.000000 Penalty: 5819.125977
	Iteration 1F: 3 clusters Score -1.958358e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -19585076.000000 Penalty: 5819.125977
	Iteration 2Q: 3 clusters Score -1.958508e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -19587326.000000 Penalty: 5819.125977
	Iteration 3Q: 3 clusters Score -1.958733e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 76630 members 
Entering Unmasked Estep 
Score: -19590864.000000 Penalty: 5819.125977
	Iteration 4F: 3 clusters Score -1.959086e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -19596222.000000 Penalty: 5819.125977
	Iteration 5F: 3 clusters Score -1.959622e+07 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 91371 members 
Entering Unmasked Estep 
Score: -19603846.000000 Penalty: 5819.125977
	Iteration 6F: 3 clusters Score -1.960385e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 99459 members 
Entering Unmasked Estep 
Score: -19612096.000000 Penalty: 5819.125977
	Iteration 7F: 3 clusters Score -1.96121e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 105757 members 
Entering Unmasked Estep 
Score: -19618612.000000 Penalty: 5819.125977
	Iteration 8F: 3 clusters Score -1.961861e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 110017 members 
Entering Unmasked Estep 
Score: -19622538.000000 Penalty: 5819.125977
	Iteration 9Q: 3 clusters Score -1.962254e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -19624472.000000 Penalty: 5819.125977
	Iteration 10Q: 3 clusters Score -1.962447e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -19625548.000000 Penalty: 5819.125977
	Iteration 11Q: 3 clusters Score -1.962555e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -19626248.000000 Penalty: 5819.125977
	Iteration 12Q: 3 clusters Score -1.962625e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 117716 members 
Entering Unmasked Estep 
Score: -19626554.000000 Penalty: 5819.125977
	Iteration 13Q: 3 clusters Score -1.962655e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 118797 members 
Entering Unmasked Estep 
Score: -19626690.000000 Penalty: 5819.125977
	Iteration 14Q: 3 clusters Score -1.962669e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 119645 members 
Entering Unmasked Estep 
Score: -19626894.000000 Penalty: 5819.125977
	Iteration 15Q: 3 clusters Score -1.962689e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 120268 members 
Entering Unmasked Estep 
Score: -19626968.000000 Penalty: 5819.125977
	Iteration 16Q: 3 clusters Score -1.962697e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 120786 members 
Entering Unmasked Estep 
Score: -19626972.000000 Penalty: 5819.125977
	Iteration 17Q: 3 clusters Score -1.962697e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 121185 members 
Entering Unmasked Estep 
Score: -19626990.000000 Penalty: 5819.125977
	Iteration 18Q: 3 clusters Score -1.962699e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 121502 members 
Entering Unmasked Estep 
Score: -19626916.000000 Penalty: 5819.125977
	Iteration 19Q: 3 clusters Score -1.962692e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 121745 members 
Entering Unmasked Estep 
Score: -19626856.000000 Penalty: 5819.125977
	Iteration 20F: 3 clusters Score -1.962686e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 121930 members 
Entering Unmasked Estep 
Score: -19626932.000000 Penalty: 5819.125977
	Iteration 21Q: 3 clusters Score -1.962693e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 122081 members 
Entering Unmasked Estep 
Score: -19626902.000000 Penalty: 5819.125977
	Iteration 22Q: 3 clusters Score -1.96269e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 122203 members 
Entering Unmasked Estep 
Score: -19626856.000000 Penalty: 5819.125977
	Iteration 23Q: 3 clusters Score -1.962686e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 122290 members 
Entering Unmasked Estep 
Score: -19626836.000000 Penalty: 5819.125977
	Iteration 24Q: 3 clusters Score -1.962684e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 122360 members 
Entering Unmasked Estep 
Score: -19626822.000000 Penalty: 5819.125977
	Iteration 25Q: 3 clusters Score -1.962682e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 122415 members 
Entering Unmasked Estep 
Score: -19626770.000000 Penalty: 5819.125977
	Iteration 26Q: 3 clusters Score -1.962677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -19626772.000000 Penalty: 5819.125977
	Iteration 27Q: 3 clusters Score -1.962677e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 122492 members 
Entering Unmasked Estep 
Score: -19626786.000000 Penalty: 5819.125977
	Iteration 28Q: 3 clusters Score -1.962679e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 122536 members 
Entering Unmasked Estep 
Score: -19626756.000000 Penalty: 5819.125977
	Iteration 29Q: 3 clusters Score -1.962676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 122568 members 
Entering Unmasked Estep 
Score: -19626742.000000 Penalty: 5819.125977
	Iteration 30Q: 3 clusters Score -1.962674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 122601 members 
Entering Unmasked Estep 
Score: -19626734.000000 Penalty: 5819.125977
	Iteration 31Q: 3 clusters Score -1.962673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -19626738.000000 Penalty: 5819.125977
	Iteration 32Q: 3 clusters Score -1.962674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 122659 members 
Entering Unmasked Estep 
Score: -19626732.000000 Penalty: 5819.125977
	Iteration 33Q: 3 clusters Score -1.962673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 122686 members 
Entering Unmasked Estep 
Score: -19626742.000000 Penalty: 5819.125977
	Iteration 34Q: 3 clusters Score -1.962674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 122706 members 
Entering Unmasked Estep 
Score: -19626758.000000 Penalty: 5819.125977
	Iteration 35Q: 3 clusters Score -1.962676e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -19626738.000000 Penalty: 5819.125977
	Iteration 36Q: 3 clusters Score -1.962674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 122760 members 
Entering Unmasked Estep 
Score: -19626740.000000 Penalty: 5819.125977
	Iteration 37Q: 3 clusters Score -1.962674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 122779 members 
Entering Unmasked Estep 
Score: -19626738.000000 Penalty: 5819.125977
	Iteration 38Q: 3 clusters Score -1.962674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 122794 members 
Entering Unmasked Estep 
Score: -19626752.000000 Penalty: 5819.125977
	Iteration 39Q: 3 clusters Score -1.962675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 122806 members 
Entering Unmasked Estep 
Score: -19626742.000000 Penalty: 5819.125977
	Iteration 40F: 3 clusters Score -1.962674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -19626748.000000 Penalty: 5819.125977
	Iteration 41Q: 3 clusters Score -1.962675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -19626734.000000 Penalty: 5819.125977
	Iteration 42Q: 3 clusters Score -1.962673e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 122864 members 
Entering Unmasked Estep 
Score: -19626740.000000 Penalty: 5819.125977
	Iteration 43Q: 3 clusters Score -1.962674e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 122886 members 
Entering Unmasked Estep 
Score: -19626752.000000 Penalty: 5819.125977
	Iteration 44Q: 3 clusters Score -1.962675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 122904 members 
Entering Unmasked Estep 
Score: -19626736.000000 Penalty: 5819.125977
	Iteration 45Q: 3 clusters Score -1.962674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 122921 members 
Entering Unmasked Estep 
Score: -19626716.000000 Penalty: 5819.125977
	Iteration 46Q: 3 clusters Score -1.962672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 122937 members 
Entering Unmasked Estep 
Score: -19626698.000000 Penalty: 5819.125977
	Iteration 47Q: 3 clusters Score -1.96267e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 122956 members 
Entering Unmasked Estep 
Score: -19626686.000000 Penalty: 5819.125977
	Iteration 48Q: 3 clusters Score -1.962669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 122975 members 
Entering Unmasked Estep 
Score: -19626690.000000 Penalty: 5819.125977
	Iteration 49Q: 3 clusters Score -1.962669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -19626682.000000 Penalty: 5819.125977
	Iteration 50Q: 3 clusters Score -1.962668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 123000 members 
Entering Unmasked Estep 
Score: -19626692.000000 Penalty: 5819.125977
	Iteration 51Q: 3 clusters Score -1.962669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 123010 members 
Entering Unmasked Estep 
Score: -19626698.000000 Penalty: 5819.125977
	Iteration 52Q: 3 clusters Score -1.96267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -19626700.000000 Penalty: 5819.125977
	Iteration 53Q: 3 clusters Score -1.96267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 123026 members 
Entering Unmasked Estep 
Score: -19626682.000000 Penalty: 5819.125977
	Iteration 54Q: 3 clusters Score -1.962668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 123029 members 
Entering Unmasked Estep 
Score: -19626702.000000 Penalty: 5819.125977
	Iteration 55Q: 3 clusters Score -1.96267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 123031 members 
Entering Unmasked Estep 
Score: -19626710.000000 Penalty: 5819.125977
	Iteration 56Q: 3 clusters Score -1.962671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 123035 members 
Entering Unmasked Estep 
Score: -19626704.000000 Penalty: 5819.125977
	Iteration 57Q: 3 clusters Score -1.96267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 123037 members 
Entering Unmasked Estep 
Score: -19626686.000000 Penalty: 5819.125977
	Iteration 58Q: 3 clusters Score -1.962669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 123038 members 
Entering Unmasked Estep 
Score: -19626694.000000 Penalty: 5819.125977
	Iteration 59Q: 3 clusters Score -1.962669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
Score: -19626688.000000 Penalty: 5819.125977
	Iteration 60F: 3 clusters Score -1.962669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
Score: -19626696.000000 Penalty: 5819.125977
	Iteration 61Q: 3 clusters Score -1.96267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -19626696.000000 Penalty: 5819.125977
	Iteration 62Q: 3 clusters Score -1.96267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -19626696.000000 Penalty: 5819.125977
	Iteration 63F: 3 clusters Score -1.96267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Entering Unmasked Estep 
Score: -632337.937500 Penalty: 2076.583984
	Iteration 0F: 2 clusters Score -632337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -628319.312500 Penalty: 4153.167969
	Iteration 0F: 3 clusters Score -628319.3 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -629476.875000 Penalty: 4153.167969
	Iteration 1F: 3 clusters Score -629476.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -629866.375000 Penalty: 4153.167969
	Iteration 2F: 3 clusters Score -629866.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -630216.562500 Penalty: 4153.167969
	Iteration 3F: 3 clusters Score -630216.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -630572.125000 Penalty: 4153.167969
	Iteration 4F: 3 clusters Score -630572.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -630932.625000 Penalty: 4153.167969
	Iteration 5F: 3 clusters Score -630932.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -631279.000000 Penalty: 4153.167969
	Iteration 6F: 3 clusters Score -631279 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -631596.125000 Penalty: 4153.167969
	Iteration 7Q: 3 clusters Score -631596.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -631831.250000 Penalty: 4153.167969
	Iteration 8Q: 3 clusters Score -631831.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -631947.250000 Penalty: 4153.167969
	Iteration 9Q: 3 clusters Score -631947.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -631991.312500 Penalty: 4153.167969
	Iteration 10Q: 3 clusters Score -631991.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -632002.937500 Penalty: 4153.167969
	Iteration 11Q: 3 clusters Score -632002.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -632013.937500 Penalty: 4153.167969
	Iteration 12Q: 3 clusters Score -632013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -632020.937500 Penalty: 4153.167969
	Iteration 13Q: 3 clusters Score -632020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -632021.375000 Penalty: 4153.167969
	Iteration 14Q: 3 clusters Score -632021.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -632023.375000 Penalty: 4153.167969
	Iteration 15Q: 3 clusters Score -632023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -632024.687500 Penalty: 4153.167969
	Iteration 16Q: 3 clusters Score -632024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -632025.750000 Penalty: 4153.167969
	Iteration 17Q: 3 clusters Score -632025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -632025.687500 Penalty: 4153.167969
	Iteration 18Q: 3 clusters Score -632025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -632025.687500 Penalty: 4153.167969
	Iteration 19F: 3 clusters Score -632025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -23162.667969 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -23162.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22203.332031 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -22203.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22421.048828 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -22421.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22490.396484 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -22490.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22519.689453 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -22519.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22554.466797 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -22554.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22580.365234 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -22580.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22589.941406 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -22589.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22589.941406 Penalty: 2726.595459
	Iteration 7F: 3 clusters Score -22589.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Entering Unmasked Estep 
Score: -407751.125000 Penalty: 1960.823730
	Iteration 0F: 2 clusters Score -407751.1 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 1350 members 
Entering Unmasked Estep 
Score: -404659.093750 Penalty: 3921.647461
	Iteration 0F: 3 clusters Score -404659.1 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -405255.125000 Penalty: 3921.647461
	Iteration 1F: 3 clusters Score -405255.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -405440.062500 Penalty: 3921.647461
	Iteration 2F: 3 clusters Score -405440.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -405534.125000 Penalty: 3921.647461
	Iteration 3F: 3 clusters Score -405534.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -405581.593750 Penalty: 3921.647461
	Iteration 4Q: 3 clusters Score -405581.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -405625.000000 Penalty: 3921.647461
	Iteration 5Q: 3 clusters Score -405625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -405665.625000 Penalty: 3921.647461
	Iteration 6Q: 3 clusters Score -405665.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -405705.968750 Penalty: 3921.647461
	Iteration 7Q: 3 clusters Score -405706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -405744.906250 Penalty: 3921.647461
	Iteration 8Q: 3 clusters Score -405744.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -405780.250000 Penalty: 3921.647461
	Iteration 9Q: 3 clusters Score -405780.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -405812.562500 Penalty: 3921.647461
	Iteration 10Q: 3 clusters Score -405812.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -405840.218750 Penalty: 3921.647461
	Iteration 11Q: 3 clusters Score -405840.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -405873.937500 Penalty: 3921.647461
	Iteration 12Q: 3 clusters Score -405873.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -405911.562500 Penalty: 3921.647461
	Iteration 13Q: 3 clusters Score -405911.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -405945.875000 Penalty: 3921.647461
	Iteration 14Q: 3 clusters Score -405945.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -405990.218750 Penalty: 3921.647461
	Iteration 15Q: 3 clusters Score -405990.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -406026.031250 Penalty: 3921.647461
	Iteration 16Q: 3 clusters Score -406026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -406060.343750 Penalty: 3921.647461
	Iteration 17Q: 3 clusters Score -406060.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -406094.718750 Penalty: 3921.647461
	Iteration 18Q: 3 clusters Score -406094.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -406133.531250 Penalty: 3921.647461
	Iteration 19Q: 3 clusters Score -406133.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -406176.000000 Penalty: 3921.647461
	Iteration 20F: 3 clusters Score -406176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -406229.156250 Penalty: 3921.647461
	Iteration 21Q: 3 clusters Score -406229.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -406287.625000 Penalty: 3921.647461
	Iteration 22Q: 3 clusters Score -406287.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -406353.437500 Penalty: 3921.647461
	Iteration 23Q: 3 clusters Score -406353.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -406412.812500 Penalty: 3921.647461
	Iteration 24Q: 3 clusters Score -406412.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -406455.750000 Penalty: 3921.647461
	Iteration 25Q: 3 clusters Score -406455.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -406484.437500 Penalty: 3921.647461
	Iteration 26Q: 3 clusters Score -406484.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -406511.468750 Penalty: 3921.647461
	Iteration 27Q: 3 clusters Score -406511.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -406533.156250 Penalty: 3921.647461
	Iteration 28Q: 3 clusters Score -406533.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -406547.000000 Penalty: 3921.647461
	Iteration 29Q: 3 clusters Score -406547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -406562.687500 Penalty: 3921.647461
	Iteration 30Q: 3 clusters Score -406562.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -406569.031250 Penalty: 3921.647461
	Iteration 31Q: 3 clusters Score -406569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -406575.906250 Penalty: 3921.647461
	Iteration 32Q: 3 clusters Score -406575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -406582.437500 Penalty: 3921.647461
	Iteration 33Q: 3 clusters Score -406582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -406585.968750 Penalty: 3921.647461
	Iteration 34Q: 3 clusters Score -406586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -406590.062500 Penalty: 3921.647461
	Iteration 35Q: 3 clusters Score -406590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -406595.000000 Penalty: 3921.647461
	Iteration 36Q: 3 clusters Score -406595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -406599.250000 Penalty: 3921.647461
	Iteration 37Q: 3 clusters Score -406599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -406602.656250 Penalty: 3921.647461
	Iteration 38Q: 3 clusters Score -406602.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -406607.156250 Penalty: 3921.647461
	Iteration 39Q: 3 clusters Score -406607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -406609.562500 Penalty: 3921.647461
	Iteration 40F: 3 clusters Score -406609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -406610.093750 Penalty: 3921.647461
	Iteration 41Q: 3 clusters Score -406610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -406610.093750 Penalty: 3921.647461
	Iteration 42F: 3 clusters Score -406610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -240474.515625 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -240474.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -238076.375000 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -238076.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -238577.046875 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -238577 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -238820.921875 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -238820.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -239018.515625 Penalty: 3680.904053
	Iteration 3F: 3 clusters Score -239018.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -239190.031250 Penalty: 3680.904053
	Iteration 4F: 3 clusters Score -239190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -239324.250000 Penalty: 3680.904053
	Iteration 5Q: 3 clusters Score -239324.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -239451.015625 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -239451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -239539.640625 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -239539.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -239570.906250 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -239570.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -239587.031250 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -239587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -239602.125000 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -239602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -239609.281250 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -239609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -239612.500000 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -239612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -239616.031250 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -239616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -239618.562500 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -239618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -239618.562500 Penalty: 3680.904053
	Iteration 15F: 3 clusters Score -239618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140303 members 
Entering Unmasked Estep 
Score: -22041986.000000 Penalty: 2939.186768
	Iteration 0F: 2 clusters Score -2.204199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -21952502.000000 Penalty: 5878.373535
	Iteration 0F: 3 clusters Score -2.19525e+07 nChanged 66883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 76579 members 
Entering Unmasked Estep 
Score: -21991766.000000 Penalty: 5878.373535
	Iteration 1F: 3 clusters Score -2.199177e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -21993454.000000 Penalty: 5878.373535
	Iteration 2Q: 3 clusters Score -2.199345e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -21996444.000000 Penalty: 5878.373535
	Iteration 3Q: 3 clusters Score -2.199644e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -22001578.000000 Penalty: 5878.373535
	Iteration 4F: 3 clusters Score -2.200158e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -22009846.000000 Penalty: 5878.373535
	Iteration 5F: 3 clusters Score -2.200985e+07 nChanged 12409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 117111 members 
Entering Unmasked Estep 
Score: -22020872.000000 Penalty: 5878.373535
	Iteration 6F: 3 clusters Score -2.202087e+07 nChanged 11229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 128332 members 
Entering Unmasked Estep 
Score: -22030602.000000 Penalty: 5878.373535
	Iteration 7F: 3 clusters Score -2.20306e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 135433 members 
Entering Unmasked Estep 
Score: -22036200.000000 Penalty: 5878.373535
	Iteration 8F: 3 clusters Score -2.20362e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 138430 members 
Entering Unmasked Estep 
Score: -22038282.000000 Penalty: 5878.373535
	Iteration 9Q: 3 clusters Score -2.203828e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 139473 members 
Entering Unmasked Estep 
Score: -22038918.000000 Penalty: 5878.373535
	Iteration 10Q: 3 clusters Score -2.203892e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 139800 members 
Entering Unmasked Estep 
Score: -22039154.000000 Penalty: 5878.373535
	Iteration 11Q: 3 clusters Score -2.203915e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 139898 members 
Entering Unmasked Estep 
Score: -22039252.000000 Penalty: 5878.373535
	Iteration 12Q: 3 clusters Score -2.203925e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 139934 members 
Entering Unmasked Estep 
Score: -22039298.000000 Penalty: 5878.373535
	Iteration 13Q: 3 clusters Score -2.20393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 139955 members 
Entering Unmasked Estep 
Score: -22039370.000000 Penalty: 5878.373535
	Iteration 14Q: 3 clusters Score -2.203937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 139974 members 
Entering Unmasked Estep 
Score: -22039394.000000 Penalty: 5878.373535
	Iteration 15Q: 3 clusters Score -2.203939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 139981 members 
Entering Unmasked Estep 
Score: -22039414.000000 Penalty: 5878.373535
	Iteration 16Q: 3 clusters Score -2.203941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 139985 members 
Entering Unmasked Estep 
Score: -22039426.000000 Penalty: 5878.373535
	Iteration 17Q: 3 clusters Score -2.203943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 139993 members 
Entering Unmasked Estep 
Score: -22039436.000000 Penalty: 5878.373535
	Iteration 18Q: 3 clusters Score -2.203944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 139997 members 
Entering Unmasked Estep 
Score: -22039442.000000 Penalty: 5878.373535
	Iteration 19Q: 3 clusters Score -2.203944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -22039454.000000 Penalty: 5878.373535
	Iteration 20F: 3 clusters Score -2.203945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -22039462.000000 Penalty: 5878.373535
	Iteration 21Q: 3 clusters Score -2.203946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 140004 members 
Entering Unmasked Estep 
Score: -22039470.000000 Penalty: 5878.373535
	Iteration 22Q: 3 clusters Score -2.203947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -22039474.000000 Penalty: 5878.373535
	Iteration 23Q: 3 clusters Score -2.203947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 140002 members 
Entering Unmasked Estep 
Score: -22039486.000000 Penalty: 5878.373535
	Iteration 24Q: 3 clusters Score -2.203949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 140001 members 
Entering Unmasked Estep 
Score: -22039492.000000 Penalty: 5878.373535
	Iteration 25Q: 3 clusters Score -2.203949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 140001 members 
Entering Unmasked Estep 
Score: -22039492.000000 Penalty: 5878.373535
	Iteration 26F: 3 clusters Score -2.203949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Entering Unmasked Estep 
Score: -2021701.250000 Penalty: 2352.302246
	Iteration 0F: 2 clusters Score -2021701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2012055.500000 Penalty: 4704.604492
	Iteration 0F: 3 clusters Score -2012056 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2015154.125000 Penalty: 4704.604492
	Iteration 1F: 3 clusters Score -2015154 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2015758.125000 Penalty: 4704.604492
	Iteration 2F: 3 clusters Score -2015758 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2016402.875000 Penalty: 4704.604492
	Iteration 3F: 3 clusters Score -2016403 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2017109.375000 Penalty: 4704.604492
	Iteration 4F: 3 clusters Score -2017109 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2017840.375000 Penalty: 4704.604492
	Iteration 5F: 3 clusters Score -2017840 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2018570.000000 Penalty: 4704.604492
	Iteration 6F: 3 clusters Score -2018570 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2019334.125000 Penalty: 4704.604492
	Iteration 7F: 3 clusters Score -2019334 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2020029.375000 Penalty: 4704.604492
	Iteration 8F: 3 clusters Score -2020029 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2020473.750000 Penalty: 4704.604492
	Iteration 9Q: 3 clusters Score -2020474 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2020724.500000 Penalty: 4704.604492
	Iteration 10Q: 3 clusters Score -2020724 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2020844.125000 Penalty: 4704.604492
	Iteration 11Q: 3 clusters Score -2020844 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2020905.500000 Penalty: 4704.604492
	Iteration 12Q: 3 clusters Score -2020906 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2020939.500000 Penalty: 4704.604492
	Iteration 13Q: 3 clusters Score -2020940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2020956.750000 Penalty: 4704.604492
	Iteration 14Q: 3 clusters Score -2020957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2020976.875000 Penalty: 4704.604492
	Iteration 15Q: 3 clusters Score -2020977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2020983.250000 Penalty: 4704.604492
	Iteration 16Q: 3 clusters Score -2020983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2020995.375000 Penalty: 4704.604492
	Iteration 17Q: 3 clusters Score -2020995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2021008.625000 Penalty: 4704.604492
	Iteration 18Q: 3 clusters Score -2021009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2021012.125000 Penalty: 4704.604492
	Iteration 19Q: 3 clusters Score -2021012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2021014.875000 Penalty: 4704.604492
	Iteration 20F: 3 clusters Score -2021015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2021023.375000 Penalty: 4704.604492
	Iteration 21Q: 3 clusters Score -2021023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2021020.500000 Penalty: 4704.604492
	Iteration 22Q: 3 clusters Score -2021020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2021019.750000 Penalty: 4704.604492
	Iteration 23Q: 3 clusters Score -2021020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2021026.750000 Penalty: 4704.604492
	Iteration 24Q: 3 clusters Score -2021027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2021026.875000 Penalty: 4704.604492
	Iteration 25Q: 3 clusters Score -2021027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2021030.125000 Penalty: 4704.604492
	Iteration 26Q: 3 clusters Score -2021030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2021033.375000 Penalty: 4704.604492
	Iteration 27Q: 3 clusters Score -2021033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2021034.625000 Penalty: 4704.604492
	Iteration 28Q: 3 clusters Score -2021035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2021037.500000 Penalty: 4704.604492
	Iteration 29Q: 3 clusters Score -2021038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2021038.750000 Penalty: 4704.604492
	Iteration 30Q: 3 clusters Score -2021039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2021037.875000 Penalty: 4704.604492
	Iteration 31Q: 3 clusters Score -2021038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2021036.500000 Penalty: 4704.604492
	Iteration 32Q: 3 clusters Score -2021036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2021034.250000 Penalty: 4704.604492
	Iteration 33Q: 3 clusters Score -2021034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2021035.875000 Penalty: 4704.604492
	Iteration 34Q: 3 clusters Score -2021036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2021036.250000 Penalty: 4704.604492
	Iteration 35Q: 3 clusters Score -2021036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2021035.125000 Penalty: 4704.604492
	Iteration 36Q: 3 clusters Score -2021035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2021036.625000 Penalty: 4704.604492
	Iteration 37Q: 3 clusters Score -2021037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2021035.500000 Penalty: 4704.604492
	Iteration 38Q: 3 clusters Score -2021036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2021037.250000 Penalty: 4704.604492
	Iteration 39Q: 3 clusters Score -2021037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2021037.250000 Penalty: 4704.604492
	Iteration 40F: 3 clusters Score -2021037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -97491.203125 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -97491.2 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 357 members 
Entering Unmasked Estep 
Score: -95804.062500 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -95804.06 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96082.640625 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -96082.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96209.906250 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -96209.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96305.984375 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -96305.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96414.812500 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -96414.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96571.585938 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -96571.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -96828.984375 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -96828.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -96944.773438 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -96944.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97134.906250 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -97134.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97212.445312 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -97212.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -97241.867188 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -97241.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97255.523438 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -97255.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97269.820312 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -97269.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -97284.359375 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -97284.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -97299.656250 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -97299.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -97329.687500 Penalty: 3247.916748
	Iteration 15Q: 3 clusters Score -97329.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -97362.007812 Penalty: 3247.916748
	Iteration 16Q: 3 clusters Score -97362.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97385.078125 Penalty: 3247.916748
	Iteration 17Q: 3 clusters Score -97385.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97408.453125 Penalty: 3247.916748
	Iteration 18Q: 3 clusters Score -97408.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -97418.210938 Penalty: 3247.916748
	Iteration 19Q: 3 clusters Score -97418.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97434.453125 Penalty: 3247.916748
	Iteration 20F: 3 clusters Score -97434.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97441.062500 Penalty: 3247.916748
	Iteration 21Q: 3 clusters Score -97441.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97445.273438 Penalty: 3247.916748
	Iteration 22Q: 3 clusters Score -97445.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -97445.273438 Penalty: 3247.916748
	Iteration 23F: 3 clusters Score -97445.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -142393.343750 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -142393.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -140506.109375 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -140506.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -141236.593750 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -141236.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -141484.500000 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -141484.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141631.890625 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -141631.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141686.218750 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -141686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -141720.171875 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -141720.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -141779.734375 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -141779.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -141839.078125 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -141839.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141876.046875 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -141876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141896.515625 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -141896.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -141929.296875 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -141929.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -141963.343750 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -141963.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141992.265625 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -141992.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -142023.718750 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -142023.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -142050.046875 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -142050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142068.937500 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -142068.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -142086.406250 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -142086.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -142106.859375 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -142106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -142150.218750 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -142150.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -142205.515625 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -142205.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -142284.046875 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -142284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -142393.640625 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -142393.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -142514.296875 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -142514.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142682.531250 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -142682.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -142757.890625 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -142757.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142839.406250 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -142839.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -142852.312500 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -142852.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -142861.640625 Penalty: 3470.807617
	Iteration 27Q: 3 clusters Score -142861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -142865.296875 Penalty: 3470.807617
	Iteration 28Q: 3 clusters Score -142865.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -142866.000000 Penalty: 3470.807617
	Iteration 29Q: 3 clusters Score -142866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -142866.000000 Penalty: 3470.807617
	Iteration 30F: 3 clusters Score -142866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124506 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140303 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 533 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34040 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95964 members 
Mstep: Class 24 contains 42170 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14454 members 
Mstep: Class 35 contains 787 members 
Mstep: Class 36 contains 561 members 
Entering Unmasked Estep 
Score: -86717560.000000 Penalty: 118243.585938
Splitting cluster 19 changes total score from -86718616.000000 to -86717560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (19358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Entering Unmasked Estep 
Score: -3026697.500000 Penalty: 2447.973633
	Iteration 0F: 2 clusters Score -3026698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3013150.750000 Penalty: 4895.947266
	Iteration 0F: 3 clusters Score -3013151 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3017732.250000 Penalty: 4895.947266
	Iteration 1F: 3 clusters Score -3017732 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -3018242.250000 Penalty: 4895.947266
	Iteration 2F: 3 clusters Score -3018242 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3018676.250000 Penalty: 4895.947266
	Iteration 3Q: 3 clusters Score -3018676 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3019070.000000 Penalty: 4895.947266
	Iteration 4Q: 3 clusters Score -3019070 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3019482.000000 Penalty: 4895.947266
	Iteration 5Q: 3 clusters Score -3019482 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -3019925.500000 Penalty: 4895.947266
	Iteration 6Q: 3 clusters Score -3019926 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3020566.500000 Penalty: 4895.947266
	Iteration 7F: 3 clusters Score -3020566 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3021423.000000 Penalty: 4895.947266
	Iteration 8F: 3 clusters Score -3021423 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3022423.750000 Penalty: 4895.947266
	Iteration 9F: 3 clusters Score -3022424 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3023480.000000 Penalty: 4895.947266
	Iteration 10F: 3 clusters Score -3023480 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3024251.000000 Penalty: 4895.947266
	Iteration 11Q: 3 clusters Score -3024251 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3024810.000000 Penalty: 4895.947266
	Iteration 12Q: 3 clusters Score -3024810 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3025253.000000 Penalty: 4895.947266
	Iteration 13Q: 3 clusters Score -3025253 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3025521.250000 Penalty: 4895.947266
	Iteration 14Q: 3 clusters Score -3025521 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3025581.250000 Penalty: 4895.947266
	Iteration 15Q: 3 clusters Score -3025581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3025627.250000 Penalty: 4895.947266
	Iteration 16Q: 3 clusters Score -3025627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3025642.750000 Penalty: 4895.947266
	Iteration 17Q: 3 clusters Score -3025643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3025656.750000 Penalty: 4895.947266
	Iteration 18Q: 3 clusters Score -3025657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3025664.000000 Penalty: 4895.947266
	Iteration 19Q: 3 clusters Score -3025664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3025672.000000 Penalty: 4895.947266
	Iteration 20F: 3 clusters Score -3025672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3025675.000000 Penalty: 4895.947266
	Iteration 21Q: 3 clusters Score -3025675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3025680.250000 Penalty: 4895.947266
	Iteration 22Q: 3 clusters Score -3025680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3025681.000000 Penalty: 4895.947266
	Iteration 23Q: 3 clusters Score -3025681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3025685.750000 Penalty: 4895.947266
	Iteration 24Q: 3 clusters Score -3025686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3025692.000000 Penalty: 4895.947266
	Iteration 25Q: 3 clusters Score -3025692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3025689.250000 Penalty: 4895.947266
	Iteration 26Q: 3 clusters Score -3025689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3025691.500000 Penalty: 4895.947266
	Iteration 27Q: 3 clusters Score -3025692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3025691.750000 Penalty: 4895.947266
	Iteration 28Q: 3 clusters Score -3025692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3025691.250000 Penalty: 4895.947266
	Iteration 29Q: 3 clusters Score -3025691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3025691.250000 Penalty: 4895.947266
	Iteration 30Q: 3 clusters Score -3025691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3025691.250000 Penalty: 4895.947266
	Iteration 31Q: 3 clusters Score -3025691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3025694.750000 Penalty: 4895.947266
	Iteration 32Q: 3 clusters Score -3025695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3025689.000000 Penalty: 4895.947266
	Iteration 33Q: 3 clusters Score -3025689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3025695.000000 Penalty: 4895.947266
	Iteration 34Q: 3 clusters Score -3025695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3025694.750000 Penalty: 4895.947266
	Iteration 35Q: 3 clusters Score -3025695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3025697.500000 Penalty: 4895.947266
	Iteration 36Q: 3 clusters Score -3025698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3025697.750000 Penalty: 4895.947266
	Iteration 37Q: 3 clusters Score -3025698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3025697.750000 Penalty: 4895.947266
	Iteration 38F: 3 clusters Score -3025698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Entering Unmasked Estep 
Score: -5277197.500000 Penalty: 2587.952148
	Iteration 0F: 2 clusters Score -5277198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -5253878.000000 Penalty: 5175.904297
	Iteration 0F: 3 clusters Score -5253878 nChanged 15507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -5262365.500000 Penalty: 5175.904297
	Iteration 1F: 3 clusters Score -5262366 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5262854.000000 Penalty: 5175.904297
	Iteration 2Q: 3 clusters Score -5262854 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -5263415.500000 Penalty: 5175.904297
	Iteration 3Q: 3 clusters Score -5263416 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -5263917.000000 Penalty: 5175.904297
	Iteration 4Q: 3 clusters Score -5263917 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5264488.000000 Penalty: 5175.904297
	Iteration 5Q: 3 clusters Score -5264488 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -5265105.500000 Penalty: 5175.904297
	Iteration 6Q: 3 clusters Score -5265106 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5265759.000000 Penalty: 5175.904297
	Iteration 7Q: 3 clusters Score -5265759 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -5266443.500000 Penalty: 5175.904297
	Iteration 8Q: 3 clusters Score -5266444 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5267105.000000 Penalty: 5175.904297
	Iteration 9Q: 3 clusters Score -5267105 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -5267710.500000 Penalty: 5175.904297
	Iteration 10Q: 3 clusters Score -5267710 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -5268263.000000 Penalty: 5175.904297
	Iteration 11Q: 3 clusters Score -5268263 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -5268785.500000 Penalty: 5175.904297
	Iteration 12Q: 3 clusters Score -5268786 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -5269273.000000 Penalty: 5175.904297
	Iteration 13Q: 3 clusters Score -5269273 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -5269763.500000 Penalty: 5175.904297
	Iteration 14Q: 3 clusters Score -5269764 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5270305.000000 Penalty: 5175.904297
	Iteration 15Q: 3 clusters Score -5270305 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -5270970.000000 Penalty: 5175.904297
	Iteration 16Q: 3 clusters Score -5270970 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -5271678.500000 Penalty: 5175.904297
	Iteration 17Q: 3 clusters Score -5271678 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -5272434.000000 Penalty: 5175.904297
	Iteration 18Q: 3 clusters Score -5272434 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5273144.500000 Penalty: 5175.904297
	Iteration 19Q: 3 clusters Score -5273144 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5273754.000000 Penalty: 5175.904297
	Iteration 20F: 3 clusters Score -5273754 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5274173.000000 Penalty: 5175.904297
	Iteration 21Q: 3 clusters Score -5274173 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5274443.000000 Penalty: 5175.904297
	Iteration 22Q: 3 clusters Score -5274443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5274597.500000 Penalty: 5175.904297
	Iteration 23Q: 3 clusters Score -5274598 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5274710.000000 Penalty: 5175.904297
	Iteration 24Q: 3 clusters Score -5274710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5274793.500000 Penalty: 5175.904297
	Iteration 25Q: 3 clusters Score -5274794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5274833.000000 Penalty: 5175.904297
	Iteration 26Q: 3 clusters Score -5274833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5274860.000000 Penalty: 5175.904297
	Iteration 27Q: 3 clusters Score -5274860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5274878.500000 Penalty: 5175.904297
	Iteration 28Q: 3 clusters Score -5274878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5274902.500000 Penalty: 5175.904297
	Iteration 29Q: 3 clusters Score -5274902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5274914.500000 Penalty: 5175.904297
	Iteration 30Q: 3 clusters Score -5274914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5274923.500000 Penalty: 5175.904297
	Iteration 31Q: 3 clusters Score -5274924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5274929.000000 Penalty: 5175.904297
	Iteration 32Q: 3 clusters Score -5274929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5274923.500000 Penalty: 5175.904297
	Iteration 33Q: 3 clusters Score -5274924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5274932.000000 Penalty: 5175.904297
	Iteration 34Q: 3 clusters Score -5274932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5274934.000000 Penalty: 5175.904297
	Iteration 35Q: 3 clusters Score -5274934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5274947.500000 Penalty: 5175.904297
	Iteration 36Q: 3 clusters Score -5274948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5274950.500000 Penalty: 5175.904297
	Iteration 37Q: 3 clusters Score -5274950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5274947.000000 Penalty: 5175.904297
	Iteration 38Q: 3 clusters Score -5274947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5274947.000000 Penalty: 5175.904297
	Iteration 39F: 3 clusters Score -5274947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Entering Unmasked Estep 
Score: -989109.875000 Penalty: 2182.166260
	Iteration 0F: 2 clusters Score -989109.9 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 3348 members 
Entering Unmasked Estep 
Score: -983561.125000 Penalty: 4364.332520
	Iteration 0F: 3 clusters Score -983561.1 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -985057.812500 Penalty: 4364.332520
	Iteration 1F: 3 clusters Score -985057.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -985381.625000 Penalty: 4364.332520
	Iteration 2F: 3 clusters Score -985381.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -985649.625000 Penalty: 4364.332520
	Iteration 3F: 3 clusters Score -985649.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -985908.937500 Penalty: 4364.332520
	Iteration 4F: 3 clusters Score -985908.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -986117.812500 Penalty: 4364.332520
	Iteration 5Q: 3 clusters Score -986117.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -986269.500000 Penalty: 4364.332520
	Iteration 6Q: 3 clusters Score -986269.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -986384.937500 Penalty: 4364.332520
	Iteration 7Q: 3 clusters Score -986384.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -986510.812500 Penalty: 4364.332520
	Iteration 8Q: 3 clusters Score -986510.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -986667.250000 Penalty: 4364.332520
	Iteration 9Q: 3 clusters Score -986667.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -986788.687500 Penalty: 4364.332520
	Iteration 10Q: 3 clusters Score -986788.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -986946.062500 Penalty: 4364.332520
	Iteration 11Q: 3 clusters Score -986946.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -987126.312500 Penalty: 4364.332520
	Iteration 12Q: 3 clusters Score -987126.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -987349.375000 Penalty: 4364.332520
	Iteration 13Q: 3 clusters Score -987349.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -987614.375000 Penalty: 4364.332520
	Iteration 14Q: 3 clusters Score -987614.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -987869.937500 Penalty: 4364.332520
	Iteration 15Q: 3 clusters Score -987869.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -988123.687500 Penalty: 4364.332520
	Iteration 16Q: 3 clusters Score -988123.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -988351.250000 Penalty: 4364.332520
	Iteration 17Q: 3 clusters Score -988351.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -988534.062500 Penalty: 4364.332520
	Iteration 18Q: 3 clusters Score -988534.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -988681.500000 Penalty: 4364.332520
	Iteration 19Q: 3 clusters Score -988681.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -988776.437500 Penalty: 4364.332520
	Iteration 20F: 3 clusters Score -988776.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -988828.062500 Penalty: 4364.332520
	Iteration 21Q: 3 clusters Score -988828.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -988868.812500 Penalty: 4364.332520
	Iteration 22Q: 3 clusters Score -988868.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -988896.687500 Penalty: 4364.332520
	Iteration 23Q: 3 clusters Score -988896.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -988912.125000 Penalty: 4364.332520
	Iteration 24Q: 3 clusters Score -988912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -988919.625000 Penalty: 4364.332520
	Iteration 25Q: 3 clusters Score -988919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -988921.687500 Penalty: 4364.332520
	Iteration 26Q: 3 clusters Score -988921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -988922.375000 Penalty: 4364.332520
	Iteration 27Q: 3 clusters Score -988922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -988928.125000 Penalty: 4364.332520
	Iteration 28Q: 3 clusters Score -988928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -988931.062500 Penalty: 4364.332520
	Iteration 29Q: 3 clusters Score -988931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -988932.812500 Penalty: 4364.332520
	Iteration 30Q: 3 clusters Score -988932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -988934.500000 Penalty: 4364.332520
	Iteration 31Q: 3 clusters Score -988934.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -988936.750000 Penalty: 4364.332520
	Iteration 32Q: 3 clusters Score -988936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -988941.375000 Penalty: 4364.332520
	Iteration 33Q: 3 clusters Score -988941.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -988942.062500 Penalty: 4364.332520
	Iteration 34Q: 3 clusters Score -988942.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -988943.812500 Penalty: 4364.332520
	Iteration 35Q: 3 clusters Score -988943.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -988943.812500 Penalty: 4364.332520
	Iteration 36F: 3 clusters Score -988943.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Entering Unmasked Estep 
Score: -15148135.000000 Penalty: 2844.988525
	Iteration 0F: 2 clusters Score -1.514814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -15085265.000000 Penalty: 5689.977051
	Iteration 0F: 3 clusters Score -1.508526e+07 nChanged 45424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -15111182.000000 Penalty: 5689.977051
	Iteration 1F: 3 clusters Score -1.511118e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -15112196.000000 Penalty: 5689.977051
	Iteration 2Q: 3 clusters Score -1.51122e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -15113395.000000 Penalty: 5689.977051
	Iteration 3Q: 3 clusters Score -1.51134e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -15114783.000000 Penalty: 5689.977051
	Iteration 4Q: 3 clusters Score -1.511478e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -15116405.000000 Penalty: 5689.977051
	Iteration 5Q: 3 clusters Score -1.51164e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -15118539.000000 Penalty: 5689.977051
	Iteration 6Q: 3 clusters Score -1.511854e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -15121610.000000 Penalty: 5689.977051
	Iteration 7F: 3 clusters Score -1.512161e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -15125884.000000 Penalty: 5689.977051
	Iteration 8F: 3 clusters Score -1.512588e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -15130726.000000 Penalty: 5689.977051
	Iteration 9F: 3 clusters Score -1.513073e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 63430 members 
Entering Unmasked Estep 
Score: -15134489.000000 Penalty: 5689.977051
	Iteration 10F: 3 clusters Score -1.513449e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -15136534.000000 Penalty: 5689.977051
	Iteration 11Q: 3 clusters Score -1.513653e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -15137554.000000 Penalty: 5689.977051
	Iteration 12Q: 3 clusters Score -1.513755e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -15138019.000000 Penalty: 5689.977051
	Iteration 13Q: 3 clusters Score -1.513802e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 69313 members 
Entering Unmasked Estep 
Score: -15138486.000000 Penalty: 5689.977051
	Iteration 14Q: 3 clusters Score -1.513849e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -15138860.000000 Penalty: 5689.977051
	Iteration 15Q: 3 clusters Score -1.513886e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -15139188.000000 Penalty: 5689.977051
	Iteration 16Q: 3 clusters Score -1.513919e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -15139460.000000 Penalty: 5689.977051
	Iteration 17Q: 3 clusters Score -1.513946e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -15139674.000000 Penalty: 5689.977051
	Iteration 18Q: 3 clusters Score -1.513967e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -15139885.000000 Penalty: 5689.977051
	Iteration 19Q: 3 clusters Score -1.513988e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -15140104.000000 Penalty: 5689.977051
	Iteration 20F: 3 clusters Score -1.51401e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 76929 members 
Entering Unmasked Estep 
Score: -15140401.000000 Penalty: 5689.977051
	Iteration 21Q: 3 clusters Score -1.51404e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 77900 members 
Entering Unmasked Estep 
Score: -15140515.000000 Penalty: 5689.977051
	Iteration 22Q: 3 clusters Score -1.514052e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -15140770.000000 Penalty: 5689.977051
	Iteration 23Q: 3 clusters Score -1.514077e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -15141013.000000 Penalty: 5689.977051
	Iteration 24Q: 3 clusters Score -1.514101e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -15141285.000000 Penalty: 5689.977051
	Iteration 25Q: 3 clusters Score -1.514128e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -15141625.000000 Penalty: 5689.977051
	Iteration 26Q: 3 clusters Score -1.514162e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -15141847.000000 Penalty: 5689.977051
	Iteration 27Q: 3 clusters Score -1.514185e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 83745 members 
Entering Unmasked Estep 
Score: -15142185.000000 Penalty: 5689.977051
	Iteration 28Q: 3 clusters Score -1.514218e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -15142479.000000 Penalty: 5689.977051
	Iteration 29Q: 3 clusters Score -1.514248e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -15142839.000000 Penalty: 5689.977051
	Iteration 30Q: 3 clusters Score -1.514284e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 86547 members 
Entering Unmasked Estep 
Score: -15143219.000000 Penalty: 5689.977051
	Iteration 31Q: 3 clusters Score -1.514322e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -15143434.000000 Penalty: 5689.977051
	Iteration 32Q: 3 clusters Score -1.514343e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -15143737.000000 Penalty: 5689.977051
	Iteration 33Q: 3 clusters Score -1.514374e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -15144053.000000 Penalty: 5689.977051
	Iteration 34Q: 3 clusters Score -1.514405e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -15144406.000000 Penalty: 5689.977051
	Iteration 35Q: 3 clusters Score -1.514441e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -15144809.000000 Penalty: 5689.977051
	Iteration 36Q: 3 clusters Score -1.514481e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -15145153.000000 Penalty: 5689.977051
	Iteration 37Q: 3 clusters Score -1.514515e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -15145419.000000 Penalty: 5689.977051
	Iteration 38Q: 3 clusters Score -1.514542e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 91700 members 
Entering Unmasked Estep 
Score: -15145605.000000 Penalty: 5689.977051
	Iteration 39Q: 3 clusters Score -1.51456e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 91997 members 
Entering Unmasked Estep 
Score: -15145734.000000 Penalty: 5689.977051
	Iteration 40F: 3 clusters Score -1.514573e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -15145847.000000 Penalty: 5689.977051
	Iteration 41Q: 3 clusters Score -1.514585e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -15145938.000000 Penalty: 5689.977051
	Iteration 42Q: 3 clusters Score -1.514594e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -15145975.000000 Penalty: 5689.977051
	Iteration 43Q: 3 clusters Score -1.514598e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -15146003.000000 Penalty: 5689.977051
	Iteration 44Q: 3 clusters Score -1.5146e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -15146072.000000 Penalty: 5689.977051
	Iteration 45Q: 3 clusters Score -1.514607e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -15146097.000000 Penalty: 5689.977051
	Iteration 46Q: 3 clusters Score -1.51461e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 93114 members 
Entering Unmasked Estep 
Score: -15146110.000000 Penalty: 5689.977051
	Iteration 47Q: 3 clusters Score -1.514611e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -15146130.000000 Penalty: 5689.977051
	Iteration 48Q: 3 clusters Score -1.514613e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 93272 members 
Entering Unmasked Estep 
Score: -15146167.000000 Penalty: 5689.977051
	Iteration 49Q: 3 clusters Score -1.514617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 93330 members 
Entering Unmasked Estep 
Score: -15146180.000000 Penalty: 5689.977051
	Iteration 50Q: 3 clusters Score -1.514618e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -15146195.000000 Penalty: 5689.977051
	Iteration 51Q: 3 clusters Score -1.51462e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -15146199.000000 Penalty: 5689.977051
	Iteration 52Q: 3 clusters Score -1.51462e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -15146206.000000 Penalty: 5689.977051
	Iteration 53Q: 3 clusters Score -1.514621e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 93507 members 
Entering Unmasked Estep 
Score: -15146204.000000 Penalty: 5689.977051
	Iteration 54Q: 3 clusters Score -1.51462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -15146179.000000 Penalty: 5689.977051
	Iteration 55Q: 3 clusters Score -1.514618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -15146177.000000 Penalty: 5689.977051
	Iteration 56Q: 3 clusters Score -1.514618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 93600 members 
Entering Unmasked Estep 
Score: -15146199.000000 Penalty: 5689.977051
	Iteration 57Q: 3 clusters Score -1.51462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -15146203.000000 Penalty: 5689.977051
	Iteration 58Q: 3 clusters Score -1.51462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 93646 members 
Entering Unmasked Estep 
Score: -15146225.000000 Penalty: 5689.977051
	Iteration 59Q: 3 clusters Score -1.514622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -15146221.000000 Penalty: 5689.977051
	Iteration 60F: 3 clusters Score -1.514622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -15146234.000000 Penalty: 5689.977051
	Iteration 61Q: 3 clusters Score -1.514623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -15146237.000000 Penalty: 5689.977051
	Iteration 62Q: 3 clusters Score -1.514624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -15146216.000000 Penalty: 5689.977051
	Iteration 63Q: 3 clusters Score -1.514622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 93734 members 
Entering Unmasked Estep 
Score: -15146216.000000 Penalty: 5689.977051
	Iteration 64Q: 3 clusters Score -1.514622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -15146220.000000 Penalty: 5689.977051
	Iteration 65Q: 3 clusters Score -1.514622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 93763 members 
Entering Unmasked Estep 
Score: -15146230.000000 Penalty: 5689.977051
	Iteration 66Q: 3 clusters Score -1.514623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -15146230.000000 Penalty: 5689.977051
	Iteration 67Q: 3 clusters Score -1.514623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -15146226.000000 Penalty: 5689.977051
	Iteration 68Q: 3 clusters Score -1.514623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -15146230.000000 Penalty: 5689.977051
	Iteration 69Q: 3 clusters Score -1.514623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -15146219.000000 Penalty: 5689.977051
	Iteration 70Q: 3 clusters Score -1.514622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 93807 members 
Entering Unmasked Estep 
Score: -15146214.000000 Penalty: 5689.977051
	Iteration 71Q: 3 clusters Score -1.514621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 93815 members 
Entering Unmasked Estep 
Score: -15146233.000000 Penalty: 5689.977051
	Iteration 72Q: 3 clusters Score -1.514623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -15146242.000000 Penalty: 5689.977051
	Iteration 73Q: 3 clusters Score -1.514624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -15146240.000000 Penalty: 5689.977051
	Iteration 74Q: 3 clusters Score -1.514624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 93851 members 
Entering Unmasked Estep 
Score: -15146245.000000 Penalty: 5689.977051
	Iteration 75Q: 3 clusters Score -1.514624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -15146250.000000 Penalty: 5689.977051
	Iteration 76Q: 3 clusters Score -1.514625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -15146264.000000 Penalty: 5689.977051
	Iteration 77Q: 3 clusters Score -1.514626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 93904 members 
Entering Unmasked Estep 
Score: -15146256.000000 Penalty: 5689.977051
	Iteration 78Q: 3 clusters Score -1.514626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -15146257.000000 Penalty: 5689.977051
	Iteration 79Q: 3 clusters Score -1.514626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -15146260.000000 Penalty: 5689.977051
	Iteration 80F: 3 clusters Score -1.514626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -15146262.000000 Penalty: 5689.977051
	Iteration 81Q: 3 clusters Score -1.514626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -15146263.000000 Penalty: 5689.977051
	Iteration 82Q: 3 clusters Score -1.514626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 93954 members 
Entering Unmasked Estep 
Score: -15146261.000000 Penalty: 5689.977051
	Iteration 83Q: 3 clusters Score -1.514626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -15146249.000000 Penalty: 5689.977051
	Iteration 84Q: 3 clusters Score -1.514625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -15146255.000000 Penalty: 5689.977051
	Iteration 85Q: 3 clusters Score -1.514626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -15146251.000000 Penalty: 5689.977051
	Iteration 86Q: 3 clusters Score -1.514625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -15146255.000000 Penalty: 5689.977051
	Iteration 87Q: 3 clusters Score -1.514626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -15146245.000000 Penalty: 5689.977051
	Iteration 88Q: 3 clusters Score -1.514624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 94010 members 
Entering Unmasked Estep 
Score: -15146248.000000 Penalty: 5689.977051
	Iteration 89Q: 3 clusters Score -1.514625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -15146258.000000 Penalty: 5689.977051
	Iteration 90Q: 3 clusters Score -1.514626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 94022 members 
Entering Unmasked Estep 
Score: -15146258.000000 Penalty: 5689.977051
	Iteration 91Q: 3 clusters Score -1.514626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -15146257.000000 Penalty: 5689.977051
	Iteration 92Q: 3 clusters Score -1.514626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 94038 members 
Entering Unmasked Estep 
Score: -15146251.000000 Penalty: 5689.977051
	Iteration 93Q: 3 clusters Score -1.514625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
Score: -15146237.000000 Penalty: 5689.977051
	Iteration 94Q: 3 clusters Score -1.514624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 94047 members 
Entering Unmasked Estep 
Score: -15146233.000000 Penalty: 5689.977051
	Iteration 95Q: 3 clusters Score -1.514623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 94054 members 
Entering Unmasked Estep 
Score: -15146235.000000 Penalty: 5689.977051
	Iteration 96Q: 3 clusters Score -1.514624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 94057 members 
Entering Unmasked Estep 
Score: -15146235.000000 Penalty: 5689.977051
	Iteration 97Q: 3 clusters Score -1.514624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -15146227.000000 Penalty: 5689.977051
	Iteration 98Q: 3 clusters Score -1.514623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -15146231.000000 Penalty: 5689.977051
	Iteration 99Q: 3 clusters Score -1.514623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -15146233.000000 Penalty: 5689.977051
	Iteration 100F: 3 clusters Score -1.514623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Entering Unmasked Estep 
Score: -6540707.500000 Penalty: 2641.067139
	Iteration 0F: 2 clusters Score -6540708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -6512168.000000 Penalty: 5282.134277
	Iteration 0F: 3 clusters Score -6512168 nChanged 19397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -6522726.000000 Penalty: 5282.134277
	Iteration 1F: 3 clusters Score -6522726 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -6523225.500000 Penalty: 5282.134277
	Iteration 2Q: 3 clusters Score -6523226 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -6523754.500000 Penalty: 5282.134277
	Iteration 3Q: 3 clusters Score -6523754 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -6524251.000000 Penalty: 5282.134277
	Iteration 4Q: 3 clusters Score -6524251 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -6524982.500000 Penalty: 5282.134277
	Iteration 5Q: 3 clusters Score -6524982 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -6526065.000000 Penalty: 5282.134277
	Iteration 6F: 3 clusters Score -6526065 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -6527488.500000 Penalty: 5282.134277
	Iteration 7F: 3 clusters Score -6527488 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -6529734.500000 Penalty: 5282.134277
	Iteration 8F: 3 clusters Score -6529734 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -6532282.500000 Penalty: 5282.134277
	Iteration 9F: 3 clusters Score -6532282 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -6534852.500000 Penalty: 5282.134277
	Iteration 10F: 3 clusters Score -6534852 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6536790.000000 Penalty: 5282.134277
	Iteration 11Q: 3 clusters Score -6536790 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6537690.500000 Penalty: 5282.134277
	Iteration 12Q: 3 clusters Score -6537690 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6538069.000000 Penalty: 5282.134277
	Iteration 13Q: 3 clusters Score -6538069 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6538215.500000 Penalty: 5282.134277
	Iteration 14Q: 3 clusters Score -6538216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6538301.500000 Penalty: 5282.134277
	Iteration 15Q: 3 clusters Score -6538302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6538344.500000 Penalty: 5282.134277
	Iteration 16Q: 3 clusters Score -6538344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6538366.000000 Penalty: 5282.134277
	Iteration 17Q: 3 clusters Score -6538366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6538376.500000 Penalty: 5282.134277
	Iteration 18Q: 3 clusters Score -6538376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6538370.500000 Penalty: 5282.134277
	Iteration 19Q: 3 clusters Score -6538370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6538370.500000 Penalty: 5282.134277
	Iteration 20F: 3 clusters Score -6538370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6538371.000000 Penalty: 5282.134277
	Iteration 21Q: 3 clusters Score -6538371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6538370.000000 Penalty: 5282.134277
	Iteration 22Q: 3 clusters Score -6538370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6538374.500000 Penalty: 5282.134277
	Iteration 23Q: 3 clusters Score -6538374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6538374.500000 Penalty: 5282.134277
	Iteration 24F: 3 clusters Score -6538374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -23245.519531 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -23245.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22260.818359 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -22260.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22348.843750 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -22348.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22384.982422 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22384.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22384.982422 Penalty: 2567.370361
	Iteration 3F: 3 clusters Score -22384.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -138860.625000 Penalty: 1716.815674
	Iteration 0F: 2 clusters Score -138860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136979.031250 Penalty: 3433.631348
	Iteration 0F: 3 clusters Score -136979 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137621.593750 Penalty: 3433.631348
	Iteration 1F: 3 clusters Score -137621.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138078.093750 Penalty: 3433.631348
	Iteration 2F: 3 clusters Score -138078.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -138391.812500 Penalty: 3433.631348
	Iteration 3F: 3 clusters Score -138391.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138577.000000 Penalty: 3433.631348
	Iteration 4F: 3 clusters Score -138577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -138672.796875 Penalty: 3433.631348
	Iteration 5Q: 3 clusters Score -138672.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -138716.921875 Penalty: 3433.631348
	Iteration 6Q: 3 clusters Score -138716.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -138744.796875 Penalty: 3433.631348
	Iteration 7Q: 3 clusters Score -138744.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -138764.031250 Penalty: 3433.631348
	Iteration 8Q: 3 clusters Score -138764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -138779.453125 Penalty: 3433.631348
	Iteration 9Q: 3 clusters Score -138779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -138786.718750 Penalty: 3433.631348
	Iteration 10Q: 3 clusters Score -138786.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -138791.187500 Penalty: 3433.631348
	Iteration 11Q: 3 clusters Score -138791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -138791.859375 Penalty: 3433.631348
	Iteration 12Q: 3 clusters Score -138791.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -138793.375000 Penalty: 3433.631348
	Iteration 13Q: 3 clusters Score -138793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -138795.812500 Penalty: 3433.631348
	Iteration 14Q: 3 clusters Score -138795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -138795.812500 Penalty: 3433.631348
	Iteration 15F: 3 clusters Score -138795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -81777.007812 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -81777.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80145.140625 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -80145.14 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80402.695312 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -80402.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80480.281250 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -80480.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -80535.921875 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -80535.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80595.046875 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -80595.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80625.156250 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -80625.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80649.632812 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -80649.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80668.343750 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -80668.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80693.054688 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -80693.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80723.820312 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -80723.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80765.664062 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -80765.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80798.203125 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -80798.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80831.187500 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -80831.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80851.617188 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -80851.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80880.703125 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -80880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80886.539062 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -80886.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80891.921875 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -80891.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80893.562500 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -80893.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80895.710938 Penalty: 3188.340332
	Iteration 18Q: 3 clusters Score -80895.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80895.710938 Penalty: 3188.340332
	Iteration 19F: 3 clusters Score -80895.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -92587.117188 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -92587.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90888.773438 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -90888.77 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91096.203125 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -91096.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91172.421875 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -91172.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91240.539062 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -91240.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91272.507812 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -91272.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91288.375000 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -91288.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91306.187500 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -91306.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91327.812500 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -91327.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91339.085938 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -91339.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91342.718750 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -91342.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91350.468750 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -91350.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91355.664062 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -91355.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91365.976562 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -91365.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91368.953125 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -91368.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91374.734375 Penalty: 3217.135742
	Iteration 14Q: 3 clusters Score -91374.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91380.773438 Penalty: 3217.135742
	Iteration 15Q: 3 clusters Score -91380.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91385.671875 Penalty: 3217.135742
	Iteration 16Q: 3 clusters Score -91385.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91387.906250 Penalty: 3217.135742
	Iteration 17Q: 3 clusters Score -91387.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91387.906250 Penalty: 3217.135742
	Iteration 18F: 3 clusters Score -91387.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -213267.296875 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -213267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -211017.625000 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -211017.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -211368.953125 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -211369 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -211460.281250 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -211460.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -211526.968750 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -211527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -211574.046875 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -211574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -211608.453125 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -211608.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -211643.296875 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -211643.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -211686.531250 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -211686.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -211751.359375 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -211751.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -211782.828125 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -211782.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -211819.796875 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -211819.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -211874.656250 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -211874.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -211931.921875 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -211931.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -211986.500000 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -211986.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212035.453125 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -212035.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212082.390625 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -212082.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -212126.546875 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -212126.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -212171.468750 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -212171.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -212196.796875 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -212196.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -212209.671875 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -212209.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -212224.265625 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -212224.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212247.859375 Penalty: 3618.684570
	Iteration 21Q: 3 clusters Score -212247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -212265.765625 Penalty: 3618.684570
	Iteration 22Q: 3 clusters Score -212265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -212280.875000 Penalty: 3618.684570
	Iteration 23Q: 3 clusters Score -212280.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -212293.812500 Penalty: 3618.684570
	Iteration 24Q: 3 clusters Score -212293.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212303.500000 Penalty: 3618.684570
	Iteration 25Q: 3 clusters Score -212303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212310.484375 Penalty: 3618.684570
	Iteration 26Q: 3 clusters Score -212310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -212311.968750 Penalty: 3618.684570
	Iteration 27Q: 3 clusters Score -212312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212315.859375 Penalty: 3618.684570
	Iteration 28Q: 3 clusters Score -212315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -212320.140625 Penalty: 3618.684570
	Iteration 29Q: 3 clusters Score -212320.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -212324.046875 Penalty: 3618.684570
	Iteration 30Q: 3 clusters Score -212324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -212325.109375 Penalty: 3618.684570
	Iteration 31Q: 3 clusters Score -212325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212325.578125 Penalty: 3618.684570
	Iteration 32Q: 3 clusters Score -212325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212325.578125 Penalty: 3618.684570
	Iteration 33F: 3 clusters Score -212325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Entering Unmasked Estep 
Score: -1479793.250000 Penalty: 2271.234863
	Iteration 0F: 2 clusters Score -1479793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1472418.250000 Penalty: 4542.469727
	Iteration 0F: 3 clusters Score -1472418 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1474373.500000 Penalty: 4542.469727
	Iteration 1F: 3 clusters Score -1474374 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1474627.875000 Penalty: 4542.469727
	Iteration 2F: 3 clusters Score -1474628 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1474837.000000 Penalty: 4542.469727
	Iteration 3Q: 3 clusters Score -1474837 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1475015.500000 Penalty: 4542.469727
	Iteration 4Q: 3 clusters Score -1475016 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1475151.750000 Penalty: 4542.469727
	Iteration 5Q: 3 clusters Score -1475152 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1475286.625000 Penalty: 4542.469727
	Iteration 6Q: 3 clusters Score -1475287 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1475416.750000 Penalty: 4542.469727
	Iteration 7Q: 3 clusters Score -1475417 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1475548.125000 Penalty: 4542.469727
	Iteration 8Q: 3 clusters Score -1475548 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1475662.875000 Penalty: 4542.469727
	Iteration 9Q: 3 clusters Score -1475663 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1475785.750000 Penalty: 4542.469727
	Iteration 10Q: 3 clusters Score -1475786 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1475931.125000 Penalty: 4542.469727
	Iteration 11Q: 3 clusters Score -1475931 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1476110.375000 Penalty: 4542.469727
	Iteration 12Q: 3 clusters Score -1476110 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1476309.500000 Penalty: 4542.469727
	Iteration 13Q: 3 clusters Score -1476310 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1476520.625000 Penalty: 4542.469727
	Iteration 14Q: 3 clusters Score -1476521 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1476735.250000 Penalty: 4542.469727
	Iteration 15Q: 3 clusters Score -1476735 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1476917.125000 Penalty: 4542.469727
	Iteration 16Q: 3 clusters Score -1476917 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1477105.000000 Penalty: 4542.469727
	Iteration 17Q: 3 clusters Score -1477105 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1477258.000000 Penalty: 4542.469727
	Iteration 18Q: 3 clusters Score -1477258 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1477387.625000 Penalty: 4542.469727
	Iteration 19Q: 3 clusters Score -1477388 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1477480.250000 Penalty: 4542.469727
	Iteration 20F: 3 clusters Score -1477480 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1477553.875000 Penalty: 4542.469727
	Iteration 21Q: 3 clusters Score -1477554 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1477614.000000 Penalty: 4542.469727
	Iteration 22Q: 3 clusters Score -1477614 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1477663.500000 Penalty: 4542.469727
	Iteration 23Q: 3 clusters Score -1477664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1477708.250000 Penalty: 4542.469727
	Iteration 24Q: 3 clusters Score -1477708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1477735.500000 Penalty: 4542.469727
	Iteration 25Q: 3 clusters Score -1477736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1477766.375000 Penalty: 4542.469727
	Iteration 26Q: 3 clusters Score -1477766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1477789.875000 Penalty: 4542.469727
	Iteration 27Q: 3 clusters Score -1477790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1477805.125000 Penalty: 4542.469727
	Iteration 28Q: 3 clusters Score -1477805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1477816.875000 Penalty: 4542.469727
	Iteration 29Q: 3 clusters Score -1477817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1477828.250000 Penalty: 4542.469727
	Iteration 30Q: 3 clusters Score -1477828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1477839.000000 Penalty: 4542.469727
	Iteration 31Q: 3 clusters Score -1477839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1477852.625000 Penalty: 4542.469727
	Iteration 32Q: 3 clusters Score -1477853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1477862.375000 Penalty: 4542.469727
	Iteration 33Q: 3 clusters Score -1477862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1477866.250000 Penalty: 4542.469727
	Iteration 34Q: 3 clusters Score -1477866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1477868.625000 Penalty: 4542.469727
	Iteration 35Q: 3 clusters Score -1477869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1477873.750000 Penalty: 4542.469727
	Iteration 36Q: 3 clusters Score -1477874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1477880.250000 Penalty: 4542.469727
	Iteration 37Q: 3 clusters Score -1477880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1477883.750000 Penalty: 4542.469727
	Iteration 38Q: 3 clusters Score -1477884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1477887.375000 Penalty: 4542.469727
	Iteration 39Q: 3 clusters Score -1477887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1477889.500000 Penalty: 4542.469727
	Iteration 40F: 3 clusters Score -1477890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1477892.500000 Penalty: 4542.469727
	Iteration 41Q: 3 clusters Score -1477892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1477893.750000 Penalty: 4542.469727
	Iteration 42Q: 3 clusters Score -1477894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1477893.750000 Penalty: 4542.469727
	Iteration 43F: 3 clusters Score -1477894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -27130.498047 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -27130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26031.156250 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -26031.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26143.779297 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -26143.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26218.244141 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -26218.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26240.837891 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -26240.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26267.164062 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -26267.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26274.886719 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -26274.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26275.695312 Penalty: 2677.488770
	Iteration 6Q: 3 clusters Score -26275.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26275.695312 Penalty: 2677.488770
	Iteration 7F: 3 clusters Score -26275.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Entering Unmasked Estep 
Score: -15209.169922 Penalty: 1258.643066
	Iteration 0F: 2 clusters Score -15209.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14432.166016 Penalty: 2517.286133
	Iteration 0F: 3 clusters Score -14432.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14569.940430 Penalty: 2517.286133
	Iteration 1F: 3 clusters Score -14569.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -14717.256836 Penalty: 2517.286133
	Iteration 2F: 3 clusters Score -14717.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -14837.653320 Penalty: 2517.286133
	Iteration 3F: 3 clusters Score -14837.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -14870.047852 Penalty: 2517.286133
	Iteration 4Q: 3 clusters Score -14870.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14873.381836 Penalty: 2517.286133
	Iteration 5Q: 3 clusters Score -14873.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14876.151367 Penalty: 2517.286133
	Iteration 6Q: 3 clusters Score -14876.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14876.151367 Penalty: 2517.286133
	Iteration 7F: 3 clusters Score -14876.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -594685.062500 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -594685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -590858.937500 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -590858.9 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -591686.125000 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -591686.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -591915.000000 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -591915 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -592039.312500 Penalty: 4092.954590
	Iteration 3F: 3 clusters Score -592039.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -592109.125000 Penalty: 4092.954590
	Iteration 4Q: 3 clusters Score -592109.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -592161.062500 Penalty: 4092.954590
	Iteration 5Q: 3 clusters Score -592161.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -592197.812500 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -592197.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -592235.375000 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -592235.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -592263.750000 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -592263.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -592296.687500 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -592296.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -592323.937500 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -592323.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -592347.875000 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -592347.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -592370.750000 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -592370.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -592396.312500 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -592396.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -592410.437500 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -592410.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -592422.812500 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -592422.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -592433.687500 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -592433.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -592439.562500 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -592439.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -592444.875000 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -592444.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -592451.812500 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -592451.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -592458.062500 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -592458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -592462.625000 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -592462.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -592470.437500 Penalty: 4092.954590
	Iteration 22Q: 3 clusters Score -592470.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -592479.125000 Penalty: 4092.954590
	Iteration 23Q: 3 clusters Score -592479.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -592484.437500 Penalty: 4092.954590
	Iteration 24Q: 3 clusters Score -592484.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -592488.125000 Penalty: 4092.954590
	Iteration 25Q: 3 clusters Score -592488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -592492.062500 Penalty: 4092.954590
	Iteration 26Q: 3 clusters Score -592492.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -592493.500000 Penalty: 4092.954590
	Iteration 27Q: 3 clusters Score -592493.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -592500.312500 Penalty: 4092.954590
	Iteration 28Q: 3 clusters Score -592500.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -592502.812500 Penalty: 4092.954590
	Iteration 29Q: 3 clusters Score -592502.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -592507.437500 Penalty: 4092.954590
	Iteration 30Q: 3 clusters Score -592507.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -592510.062500 Penalty: 4092.954590
	Iteration 31Q: 3 clusters Score -592510.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -592513.125000 Penalty: 4092.954590
	Iteration 32Q: 3 clusters Score -592513.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -592516.437500 Penalty: 4092.954590
	Iteration 33Q: 3 clusters Score -592516.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -592518.937500 Penalty: 4092.954590
	Iteration 34Q: 3 clusters Score -592518.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -592522.687500 Penalty: 4092.954590
	Iteration 35Q: 3 clusters Score -592522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -592525.187500 Penalty: 4092.954590
	Iteration 36Q: 3 clusters Score -592525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -592528.312500 Penalty: 4092.954590
	Iteration 37Q: 3 clusters Score -592528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -592528.875000 Penalty: 4092.954590
	Iteration 38Q: 3 clusters Score -592528.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -592532.687500 Penalty: 4092.954590
	Iteration 39Q: 3 clusters Score -592532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -592535.937500 Penalty: 4092.954590
	Iteration 40F: 3 clusters Score -592535.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -592540.062500 Penalty: 4092.954590
	Iteration 41Q: 3 clusters Score -592540.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -592544.000000 Penalty: 4092.954590
	Iteration 42Q: 3 clusters Score -592544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -592546.937500 Penalty: 4092.954590
	Iteration 43Q: 3 clusters Score -592546.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -592548.750000 Penalty: 4092.954590
	Iteration 44Q: 3 clusters Score -592548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -592549.812500 Penalty: 4092.954590
	Iteration 45Q: 3 clusters Score -592549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -592552.125000 Penalty: 4092.954590
	Iteration 46Q: 3 clusters Score -592552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -592553.187500 Penalty: 4092.954590
	Iteration 47Q: 3 clusters Score -592553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -592553.500000 Penalty: 4092.954590
	Iteration 48Q: 3 clusters Score -592553.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -592556.062500 Penalty: 4092.954590
	Iteration 49Q: 3 clusters Score -592556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -592557.937500 Penalty: 4092.954590
	Iteration 50Q: 3 clusters Score -592557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -592560.250000 Penalty: 4092.954590
	Iteration 51Q: 3 clusters Score -592560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -592566.062500 Penalty: 4092.954590
	Iteration 52Q: 3 clusters Score -592566.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -592571.812500 Penalty: 4092.954590
	Iteration 53Q: 3 clusters Score -592571.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -592581.000000 Penalty: 4092.954590
	Iteration 54Q: 3 clusters Score -592581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -592595.625000 Penalty: 4092.954590
	Iteration 55Q: 3 clusters Score -592595.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -592605.812500 Penalty: 4092.954590
	Iteration 56Q: 3 clusters Score -592605.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -592612.687500 Penalty: 4092.954590
	Iteration 57Q: 3 clusters Score -592612.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -592618.375000 Penalty: 4092.954590
	Iteration 58Q: 3 clusters Score -592618.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -592631.125000 Penalty: 4092.954590
	Iteration 59Q: 3 clusters Score -592631.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -592646.437500 Penalty: 4092.954590
	Iteration 60F: 3 clusters Score -592646.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -592663.375000 Penalty: 4092.954590
	Iteration 61Q: 3 clusters Score -592663.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -592678.875000 Penalty: 4092.954590
	Iteration 62Q: 3 clusters Score -592678.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -592697.750000 Penalty: 4092.954590
	Iteration 63Q: 3 clusters Score -592697.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -592722.000000 Penalty: 4092.954590
	Iteration 64Q: 3 clusters Score -592722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -592755.187500 Penalty: 4092.954590
	Iteration 65Q: 3 clusters Score -592755.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -592784.500000 Penalty: 4092.954590
	Iteration 66Q: 3 clusters Score -592784.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -592823.875000 Penalty: 4092.954590
	Iteration 67Q: 3 clusters Score -592823.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -592872.000000 Penalty: 4092.954590
	Iteration 68Q: 3 clusters Score -592872 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -592929.937500 Penalty: 4092.954590
	Iteration 69Q: 3 clusters Score -592929.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -593012.437500 Penalty: 4092.954590
	Iteration 70Q: 3 clusters Score -593012.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -593084.812500 Penalty: 4092.954590
	Iteration 71Q: 3 clusters Score -593084.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -593140.562500 Penalty: 4092.954590
	Iteration 72Q: 3 clusters Score -593140.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -593174.000000 Penalty: 4092.954590
	Iteration 73Q: 3 clusters Score -593174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -593203.125000 Penalty: 4092.954590
	Iteration 74Q: 3 clusters Score -593203.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -593244.687500 Penalty: 4092.954590
	Iteration 75Q: 3 clusters Score -593244.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -593276.312500 Penalty: 4092.954590
	Iteration 76Q: 3 clusters Score -593276.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -593300.750000 Penalty: 4092.954590
	Iteration 77Q: 3 clusters Score -593300.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -593319.312500 Penalty: 4092.954590
	Iteration 78Q: 3 clusters Score -593319.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -593334.875000 Penalty: 4092.954590
	Iteration 79Q: 3 clusters Score -593334.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -593345.875000 Penalty: 4092.954590
	Iteration 80F: 3 clusters Score -593345.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -593352.812500 Penalty: 4092.954590
	Iteration 81Q: 3 clusters Score -593352.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -593363.312500 Penalty: 4092.954590
	Iteration 82Q: 3 clusters Score -593363.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -593375.500000 Penalty: 4092.954590
	Iteration 83Q: 3 clusters Score -593375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -593381.312500 Penalty: 4092.954590
	Iteration 84Q: 3 clusters Score -593381.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -593384.375000 Penalty: 4092.954590
	Iteration 85Q: 3 clusters Score -593384.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -593386.500000 Penalty: 4092.954590
	Iteration 86Q: 3 clusters Score -593386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -593386.250000 Penalty: 4092.954590
	Iteration 87Q: 3 clusters Score -593386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -593386.250000 Penalty: 4092.954590
	Iteration 88F: 3 clusters Score -593386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Entering Unmasked Estep 
Score: -2273502.750000 Penalty: 2375.524170
	Iteration 0F: 2 clusters Score -2273503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2263059.250000 Penalty: 4751.048340
	Iteration 0F: 3 clusters Score -2263059 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2266217.750000 Penalty: 4751.048340
	Iteration 1F: 3 clusters Score -2266218 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2266540.500000 Penalty: 4751.048340
	Iteration 2F: 3 clusters Score -2266540 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2266800.250000 Penalty: 4751.048340
	Iteration 3Q: 3 clusters Score -2266800 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2266998.000000 Penalty: 4751.048340
	Iteration 4Q: 3 clusters Score -2266998 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2267194.000000 Penalty: 4751.048340
	Iteration 5Q: 3 clusters Score -2267194 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2267359.750000 Penalty: 4751.048340
	Iteration 6Q: 3 clusters Score -2267360 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2267548.750000 Penalty: 4751.048340
	Iteration 7Q: 3 clusters Score -2267549 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2267763.750000 Penalty: 4751.048340
	Iteration 8Q: 3 clusters Score -2267764 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2268002.500000 Penalty: 4751.048340
	Iteration 9Q: 3 clusters Score -2268002 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2268243.750000 Penalty: 4751.048340
	Iteration 10Q: 3 clusters Score -2268244 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2268430.500000 Penalty: 4751.048340
	Iteration 11Q: 3 clusters Score -2268430 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2268610.500000 Penalty: 4751.048340
	Iteration 12Q: 3 clusters Score -2268610 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2268799.250000 Penalty: 4751.048340
	Iteration 13Q: 3 clusters Score -2268799 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2268984.500000 Penalty: 4751.048340
	Iteration 14Q: 3 clusters Score -2268984 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2269195.000000 Penalty: 4751.048340
	Iteration 15Q: 3 clusters Score -2269195 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2269406.750000 Penalty: 4751.048340
	Iteration 16Q: 3 clusters Score -2269407 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2269583.000000 Penalty: 4751.048340
	Iteration 17Q: 3 clusters Score -2269583 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2269773.250000 Penalty: 4751.048340
	Iteration 18Q: 3 clusters Score -2269773 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2269949.250000 Penalty: 4751.048340
	Iteration 19Q: 3 clusters Score -2269949 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2270109.000000 Penalty: 4751.048340
	Iteration 20F: 3 clusters Score -2270109 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2270272.500000 Penalty: 4751.048340
	Iteration 21Q: 3 clusters Score -2270272 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2270412.000000 Penalty: 4751.048340
	Iteration 22Q: 3 clusters Score -2270412 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2270548.000000 Penalty: 4751.048340
	Iteration 23Q: 3 clusters Score -2270548 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2270650.500000 Penalty: 4751.048340
	Iteration 24Q: 3 clusters Score -2270650 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2270746.250000 Penalty: 4751.048340
	Iteration 25Q: 3 clusters Score -2270746 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2270835.250000 Penalty: 4751.048340
	Iteration 26Q: 3 clusters Score -2270835 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2270904.750000 Penalty: 4751.048340
	Iteration 27Q: 3 clusters Score -2270905 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2270975.000000 Penalty: 4751.048340
	Iteration 28Q: 3 clusters Score -2270975 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2271015.500000 Penalty: 4751.048340
	Iteration 29Q: 3 clusters Score -2271016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2271063.250000 Penalty: 4751.048340
	Iteration 30Q: 3 clusters Score -2271063 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2271113.250000 Penalty: 4751.048340
	Iteration 31Q: 3 clusters Score -2271113 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2271153.250000 Penalty: 4751.048340
	Iteration 32Q: 3 clusters Score -2271153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2271196.000000 Penalty: 4751.048340
	Iteration 33Q: 3 clusters Score -2271196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2271246.500000 Penalty: 4751.048340
	Iteration 34Q: 3 clusters Score -2271246 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2271293.500000 Penalty: 4751.048340
	Iteration 35Q: 3 clusters Score -2271294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2271324.250000 Penalty: 4751.048340
	Iteration 36Q: 3 clusters Score -2271324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2271354.750000 Penalty: 4751.048340
	Iteration 37Q: 3 clusters Score -2271355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2271379.250000 Penalty: 4751.048340
	Iteration 38Q: 3 clusters Score -2271379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2271397.750000 Penalty: 4751.048340
	Iteration 39Q: 3 clusters Score -2271398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2271416.750000 Penalty: 4751.048340
	Iteration 40F: 3 clusters Score -2271417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2271427.000000 Penalty: 4751.048340
	Iteration 41Q: 3 clusters Score -2271427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2271437.750000 Penalty: 4751.048340
	Iteration 42Q: 3 clusters Score -2271438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2271449.000000 Penalty: 4751.048340
	Iteration 43Q: 3 clusters Score -2271449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2271458.000000 Penalty: 4751.048340
	Iteration 44Q: 3 clusters Score -2271458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2271461.500000 Penalty: 4751.048340
	Iteration 45Q: 3 clusters Score -2271462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2271469.250000 Penalty: 4751.048340
	Iteration 46Q: 3 clusters Score -2271469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2271475.250000 Penalty: 4751.048340
	Iteration 47Q: 3 clusters Score -2271475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2271478.750000 Penalty: 4751.048340
	Iteration 48Q: 3 clusters Score -2271479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2271478.750000 Penalty: 4751.048340
	Iteration 49F: 3 clusters Score -2271479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -109792.867188 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -109792.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108007.890625 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -108007.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108314.992188 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -108315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -108428.156250 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -108428.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108513.398438 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -108513.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108554.789062 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -108554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108579.367188 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -108579.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108599.710938 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -108599.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -108618.562500 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -108618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -108637.062500 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -108637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108644.710938 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -108644.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108653.093750 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -108653.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108668.039062 Penalty: 3307.441162
	Iteration 11Q: 3 clusters Score -108668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108686.109375 Penalty: 3307.441162
	Iteration 12Q: 3 clusters Score -108686.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -108700.039062 Penalty: 3307.441162
	Iteration 13Q: 3 clusters Score -108700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -108712.437500 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -108712.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108742.687500 Penalty: 3307.441162
	Iteration 15Q: 3 clusters Score -108742.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108771.453125 Penalty: 3307.441162
	Iteration 16Q: 3 clusters Score -108771.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108810.250000 Penalty: 3307.441162
	Iteration 17Q: 3 clusters Score -108810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108829.195312 Penalty: 3307.441162
	Iteration 18Q: 3 clusters Score -108829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108841.289062 Penalty: 3307.441162
	Iteration 19Q: 3 clusters Score -108841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108850.679688 Penalty: 3307.441162
	Iteration 20F: 3 clusters Score -108850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108858.945312 Penalty: 3307.441162
	Iteration 21Q: 3 clusters Score -108858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108864.703125 Penalty: 3307.441162
	Iteration 22Q: 3 clusters Score -108864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108868.593750 Penalty: 3307.441162
	Iteration 23Q: 3 clusters Score -108868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108871.710938 Penalty: 3307.441162
	Iteration 24Q: 3 clusters Score -108871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108872.984375 Penalty: 3307.441162
	Iteration 25Q: 3 clusters Score -108873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108872.984375 Penalty: 3307.441162
	Iteration 26F: 3 clusters Score -108873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124506 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140303 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34040 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95964 members 
Mstep: Class 24 contains 42170 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14454 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718592.000000 Penalty: 114959.039062
Iteration 319Q: 36 clusters Score -8.671859e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 368 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7749 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124495 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140310 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 698 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34039 members 
Mstep: Class 22 contains 6629 members 
Mstep: Class 23 contains 95967 members 
Mstep: Class 24 contains 42170 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 221 members 
Mstep: Class 32 contains 160 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14454 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718720.000000 Penalty: 114959.039062
Iteration 320F: 36 clusters Score -8.671872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 369 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7749 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 124495 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140302 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 695 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34038 members 
Mstep: Class 22 contains 6629 members 
Mstep: Class 23 contains 95972 members 
Mstep: Class 24 contains 42172 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 225 members 
Mstep: Class 32 contains 159 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718720.000000 Penalty: 114959.039062
Iteration 321Q: 36 clusters Score -8.671872e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 371 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 124501 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140294 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34038 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95972 members 
Mstep: Class 24 contains 42173 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 227 members 
Mstep: Class 32 contains 157 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718768.000000 Penalty: 114959.039062
Iteration 322Q: 36 clusters Score -8.671877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 124499 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140296 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95972 members 
Mstep: Class 24 contains 42173 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 230 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718856.000000 Penalty: 114959.039062
Iteration 323Q: 36 clusters Score -8.671886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 374 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124504 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140295 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 684 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 34038 members 
Mstep: Class 22 contains 6627 members 
Mstep: Class 23 contains 95967 members 
Mstep: Class 24 contains 42173 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 231 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718816.000000 Penalty: 114959.039062
Iteration 324Q: 36 clusters Score -8.671882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124505 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140296 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6627 members 
Mstep: Class 23 contains 95967 members 
Mstep: Class 24 contains 42172 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718832.000000 Penalty: 114959.039062
Iteration 325Q: 36 clusters Score -8.671883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124504 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140301 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 95962 members 
Mstep: Class 24 contains 42171 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718848.000000 Penalty: 114959.039062
Iteration 326Q: 36 clusters Score -8.671885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124504 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140299 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6629 members 
Mstep: Class 23 contains 95963 members 
Mstep: Class 24 contains 42171 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718848.000000 Penalty: 114959.039062
Iteration 327Q: 36 clusters Score -8.671885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124506 members 
Mstep: Class 12 contains 4330 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140298 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6630 members 
Mstep: Class 23 contains 95960 members 
Mstep: Class 24 contains 42172 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718856.000000 Penalty: 114959.039062
Iteration 328Q: 36 clusters Score -8.671886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124510 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140298 members 
Mstep: Class 17 contains 13162 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95955 members 
Mstep: Class 24 contains 42172 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718904.000000 Penalty: 114959.039062
Iteration 329Q: 36 clusters Score -8.67189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124515 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140295 members 
Mstep: Class 17 contains 13161 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95953 members 
Mstep: Class 24 contains 42172 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718880.000000 Penalty: 114959.039062
Iteration 330Q: 36 clusters Score -8.671888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124522 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140293 members 
Mstep: Class 17 contains 13158 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95950 members 
Mstep: Class 24 contains 42171 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718800.000000 Penalty: 114959.039062
Iteration 331Q: 36 clusters Score -8.67188e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124531 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140289 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95950 members 
Mstep: Class 24 contains 42170 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718792.000000 Penalty: 114959.039062
Iteration 332Q: 36 clusters Score -8.671879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124539 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140285 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95947 members 
Mstep: Class 24 contains 42169 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718824.000000 Penalty: 114959.039062
Iteration 333Q: 36 clusters Score -8.671882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124559 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140274 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34034 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95943 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718816.000000 Penalty: 114959.039062
Iteration 334Q: 36 clusters Score -8.671882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124572 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140261 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34035 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95947 members 
Mstep: Class 24 contains 42163 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718832.000000 Penalty: 114959.039062
Iteration 335Q: 36 clusters Score -8.671883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124577 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140255 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34035 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95948 members 
Mstep: Class 24 contains 42163 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718856.000000 Penalty: 114959.039062
Iteration 336Q: 36 clusters Score -8.671886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124583 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140250 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34035 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95948 members 
Mstep: Class 24 contains 42162 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718840.000000 Penalty: 114959.039062
Iteration 337Q: 36 clusters Score -8.671884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124584 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140247 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34035 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95949 members 
Mstep: Class 24 contains 42162 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718808.000000 Penalty: 114959.039062
Iteration 338Q: 36 clusters Score -8.671881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124587 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140242 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34035 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95950 members 
Mstep: Class 24 contains 42162 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718840.000000 Penalty: 114959.039062
Iteration 339Q: 36 clusters Score -8.671884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124596 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140236 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95946 members 
Mstep: Class 24 contains 42162 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 155 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718760.000000 Penalty: 114959.039062
Iteration 340F: 36 clusters Score -8.671876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124608 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140228 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95942 members 
Mstep: Class 24 contains 42162 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 234 members 
Mstep: Class 32 contains 153 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718768.000000 Penalty: 114959.039062
Iteration 341Q: 36 clusters Score -8.671877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124618 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140215 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 683 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95942 members 
Mstep: Class 24 contains 42164 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 236 members 
Mstep: Class 32 contains 151 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718888.000000 Penalty: 114959.039062
Iteration 342Q: 36 clusters Score -8.671889e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 897 members 
Mstep: Class 11 contains 124632 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140202 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 681 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 95941 members 
Mstep: Class 24 contains 42163 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 240 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 343Q: 36 clusters Score -8.671898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124639 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140196 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 676 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6637 members 
Mstep: Class 23 contains 95940 members 
Mstep: Class 24 contains 42162 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 243 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14463 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718968.000000 Penalty: 114959.039062
Iteration 344Q: 36 clusters Score -8.671897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124657 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140183 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 6637 members 
Mstep: Class 23 contains 95937 members 
Mstep: Class 24 contains 42161 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14463 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 345Q: 36 clusters Score -8.671898e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124682 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140171 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95930 members 
Mstep: Class 24 contains 42156 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 251 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14463 members 
Mstep: Class 35 contains 787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719032.000000 Penalty: 114959.039062
Iteration 346Q: 36 clusters Score -8.671903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124700 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140159 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 664 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34037 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95929 members 
Mstep: Class 24 contains 42152 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 254 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719024.000000 Penalty: 114959.039062
Iteration 347Q: 36 clusters Score -8.671902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124721 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140150 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95924 members 
Mstep: Class 24 contains 42146 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719040.000000 Penalty: 114959.039062
Iteration 348Q: 36 clusters Score -8.671904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124738 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140139 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95920 members 
Mstep: Class 24 contains 42145 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719040.000000 Penalty: 114959.039062
Iteration 349Q: 36 clusters Score -8.671904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124756 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140132 members 
Mstep: Class 17 contains 13157 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34035 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95914 members 
Mstep: Class 24 contains 42143 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719040.000000 Penalty: 114959.039062
Iteration 350Q: 36 clusters Score -8.671904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9688 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7751 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124774 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140117 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34035 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95912 members 
Mstep: Class 24 contains 42142 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719064.000000 Penalty: 114959.039062
Iteration 351Q: 36 clusters Score -8.671906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7752 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124785 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140109 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34034 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95912 members 
Mstep: Class 24 contains 42141 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719008.000000 Penalty: 114959.039062
Iteration 352Q: 36 clusters Score -8.671901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7753 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124798 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140099 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34031 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95913 members 
Mstep: Class 24 contains 42140 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719064.000000 Penalty: 114959.039062
Iteration 353Q: 36 clusters Score -8.671906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124817 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140085 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34029 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95912 members 
Mstep: Class 24 contains 42137 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719064.000000 Penalty: 114959.039062
Iteration 354Q: 36 clusters Score -8.671906e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124833 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140070 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34030 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95910 members 
Mstep: Class 24 contains 42137 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719024.000000 Penalty: 114959.039062
Iteration 355Q: 36 clusters Score -8.671902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124843 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140058 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34030 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95912 members 
Mstep: Class 24 contains 42137 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 356Q: 36 clusters Score -8.671898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124861 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2715 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140043 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34030 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95911 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719016.000000 Penalty: 114959.039062
Iteration 357Q: 36 clusters Score -8.671902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124876 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140028 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34029 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95909 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718968.000000 Penalty: 114959.039062
Iteration 358Q: 36 clusters Score -8.671897e+07 nChanged 19
Entering ConstructFrom: 
Score: -86718968.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -1197815.375000 Penalty: 2233.218750
	Iteration 0F: 2 clusters Score -1197815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1191355.625000 Penalty: 4466.437500
	Iteration 0F: 3 clusters Score -1191356 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1193292.875000 Penalty: 4466.437500
	Iteration 1F: 3 clusters Score -1193293 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1193785.375000 Penalty: 4466.437500
	Iteration 2F: 3 clusters Score -1193785 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1194208.250000 Penalty: 4466.437500
	Iteration 3F: 3 clusters Score -1194208 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1194572.500000 Penalty: 4466.437500
	Iteration 4F: 3 clusters Score -1194572 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1194897.125000 Penalty: 4466.437500
	Iteration 5F: 3 clusters Score -1194897 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1195183.375000 Penalty: 4466.437500
	Iteration 6Q: 3 clusters Score -1195183 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1195416.500000 Penalty: 4466.437500
	Iteration 7Q: 3 clusters Score -1195416 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1195556.750000 Penalty: 4466.437500
	Iteration 8Q: 3 clusters Score -1195557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1195653.250000 Penalty: 4466.437500
	Iteration 9Q: 3 clusters Score -1195653 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1195734.250000 Penalty: 4466.437500
	Iteration 10Q: 3 clusters Score -1195734 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1195825.625000 Penalty: 4466.437500
	Iteration 11Q: 3 clusters Score -1195826 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1195898.000000 Penalty: 4466.437500
	Iteration 12Q: 3 clusters Score -1195898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1195955.375000 Penalty: 4466.437500
	Iteration 13Q: 3 clusters Score -1195955 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1196022.750000 Penalty: 4466.437500
	Iteration 14Q: 3 clusters Score -1196023 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1196081.000000 Penalty: 4466.437500
	Iteration 15Q: 3 clusters Score -1196081 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1196158.125000 Penalty: 4466.437500
	Iteration 16Q: 3 clusters Score -1196158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1196253.625000 Penalty: 4466.437500
	Iteration 17Q: 3 clusters Score -1196254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1196397.750000 Penalty: 4466.437500
	Iteration 18Q: 3 clusters Score -1196398 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1196581.500000 Penalty: 4466.437500
	Iteration 19Q: 3 clusters Score -1196582 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1196794.375000 Penalty: 4466.437500
	Iteration 20F: 3 clusters Score -1196794 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1197013.000000 Penalty: 4466.437500
	Iteration 21Q: 3 clusters Score -1197013 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1197189.875000 Penalty: 4466.437500
	Iteration 22Q: 3 clusters Score -1197190 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1197292.375000 Penalty: 4466.437500
	Iteration 23Q: 3 clusters Score -1197292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1197368.500000 Penalty: 4466.437500
	Iteration 24Q: 3 clusters Score -1197368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1197418.875000 Penalty: 4466.437500
	Iteration 25Q: 3 clusters Score -1197419 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1197459.250000 Penalty: 4466.437500
	Iteration 26Q: 3 clusters Score -1197459 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1197489.500000 Penalty: 4466.437500
	Iteration 27Q: 3 clusters Score -1197490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1197512.500000 Penalty: 4466.437500
	Iteration 28Q: 3 clusters Score -1197512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1197530.625000 Penalty: 4466.437500
	Iteration 29Q: 3 clusters Score -1197531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1197543.500000 Penalty: 4466.437500
	Iteration 30Q: 3 clusters Score -1197544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1197557.875000 Penalty: 4466.437500
	Iteration 31Q: 3 clusters Score -1197558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1197566.375000 Penalty: 4466.437500
	Iteration 32Q: 3 clusters Score -1197566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1197577.625000 Penalty: 4466.437500
	Iteration 33Q: 3 clusters Score -1197578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1197585.375000 Penalty: 4466.437500
	Iteration 34Q: 3 clusters Score -1197585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1197588.250000 Penalty: 4466.437500
	Iteration 35Q: 3 clusters Score -1197588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1197592.250000 Penalty: 4466.437500
	Iteration 36Q: 3 clusters Score -1197592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1197596.125000 Penalty: 4466.437500
	Iteration 37Q: 3 clusters Score -1197596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1197595.125000 Penalty: 4466.437500
	Iteration 38Q: 3 clusters Score -1197595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1197596.750000 Penalty: 4466.437500
	Iteration 39Q: 3 clusters Score -1197597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1197600.500000 Penalty: 4466.437500
	Iteration 40F: 3 clusters Score -1197600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1197599.250000 Penalty: 4466.437500
	Iteration 41Q: 3 clusters Score -1197599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1197602.375000 Penalty: 4466.437500
	Iteration 42Q: 3 clusters Score -1197602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1197604.750000 Penalty: 4466.437500
	Iteration 43Q: 3 clusters Score -1197605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1197606.000000 Penalty: 4466.437500
	Iteration 44Q: 3 clusters Score -1197606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1197606.625000 Penalty: 4466.437500
	Iteration 45Q: 3 clusters Score -1197607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1197606.000000 Penalty: 4466.437500
	Iteration 46Q: 3 clusters Score -1197606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1197606.375000 Penalty: 4466.437500
	Iteration 47Q: 3 clusters Score -1197606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1197607.500000 Penalty: 4466.437500
	Iteration 48Q: 3 clusters Score -1197608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1197607.500000 Penalty: 4466.437500
	Iteration 49F: 3 clusters Score -1197608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Entering Unmasked Estep 
Score: -1533687.375000 Penalty: 2276.278076
	Iteration 0F: 2 clusters Score -1533687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1526165.000000 Penalty: 4552.556152
	Iteration 0F: 3 clusters Score -1526165 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1528369.000000 Penalty: 4552.556152
	Iteration 1F: 3 clusters Score -1528369 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1528658.500000 Penalty: 4552.556152
	Iteration 2F: 3 clusters Score -1528658 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1528911.250000 Penalty: 4552.556152
	Iteration 3Q: 3 clusters Score -1528911 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1529203.125000 Penalty: 4552.556152
	Iteration 4Q: 3 clusters Score -1529203 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1529568.625000 Penalty: 4552.556152
	Iteration 5F: 3 clusters Score -1529569 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1530051.500000 Penalty: 4552.556152
	Iteration 6F: 3 clusters Score -1530052 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1530642.875000 Penalty: 4552.556152
	Iteration 7F: 3 clusters Score -1530643 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1531149.500000 Penalty: 4552.556152
	Iteration 8F: 3 clusters Score -1531150 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1531536.250000 Penalty: 4552.556152
	Iteration 9F: 3 clusters Score -1531536 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1531789.000000 Penalty: 4552.556152
	Iteration 10Q: 3 clusters Score -1531789 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1531967.875000 Penalty: 4552.556152
	Iteration 11Q: 3 clusters Score -1531968 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1532067.125000 Penalty: 4552.556152
	Iteration 12Q: 3 clusters Score -1532067 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1532140.250000 Penalty: 4552.556152
	Iteration 13Q: 3 clusters Score -1532140 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1532191.500000 Penalty: 4552.556152
	Iteration 14Q: 3 clusters Score -1532192 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1532232.875000 Penalty: 4552.556152
	Iteration 15Q: 3 clusters Score -1532233 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1532269.000000 Penalty: 4552.556152
	Iteration 16Q: 3 clusters Score -1532269 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1532307.125000 Penalty: 4552.556152
	Iteration 17Q: 3 clusters Score -1532307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1532335.875000 Penalty: 4552.556152
	Iteration 18Q: 3 clusters Score -1532336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1532354.625000 Penalty: 4552.556152
	Iteration 19Q: 3 clusters Score -1532355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1532374.625000 Penalty: 4552.556152
	Iteration 20F: 3 clusters Score -1532375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1532392.625000 Penalty: 4552.556152
	Iteration 21Q: 3 clusters Score -1532393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1532399.750000 Penalty: 4552.556152
	Iteration 22Q: 3 clusters Score -1532400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1532410.000000 Penalty: 4552.556152
	Iteration 23Q: 3 clusters Score -1532410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1532414.000000 Penalty: 4552.556152
	Iteration 24Q: 3 clusters Score -1532414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1532416.000000 Penalty: 4552.556152
	Iteration 25Q: 3 clusters Score -1532416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1532419.375000 Penalty: 4552.556152
	Iteration 26Q: 3 clusters Score -1532419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1532425.625000 Penalty: 4552.556152
	Iteration 27Q: 3 clusters Score -1532426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1532428.625000 Penalty: 4552.556152
	Iteration 28Q: 3 clusters Score -1532429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1532429.875000 Penalty: 4552.556152
	Iteration 29Q: 3 clusters Score -1532430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1532428.750000 Penalty: 4552.556152
	Iteration 30Q: 3 clusters Score -1532429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1532428.750000 Penalty: 4552.556152
	Iteration 31F: 3 clusters Score -1532429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -51886.722656 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -51886.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50486.402344 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -50486.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50699.210938 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -50699.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50761.652344 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -50761.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50781.789062 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -50781.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50788.410156 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -50788.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50792.261719 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -50792.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50792.261719 Penalty: 2937.102783
	Iteration 6F: 3 clusters Score -50792.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -531398.375000 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -531398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -527954.250000 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -527954.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -528985.687500 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -528985.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -529738.250000 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -529738.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -530410.750000 Penalty: 4042.059326
	Iteration 3F: 3 clusters Score -530410.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -530837.812500 Penalty: 4042.059326
	Iteration 4F: 3 clusters Score -530837.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -531072.375000 Penalty: 4042.059326
	Iteration 5F: 3 clusters Score -531072.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -531226.812500 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -531226.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -531346.125000 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -531346.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -531490.125000 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -531490.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -531627.500000 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -531627.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -531712.250000 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -531712.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -531735.187500 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -531735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -531739.562500 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -531739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -531742.250000 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -531742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -531742.250000 Penalty: 4042.059326
	Iteration 14F: 3 clusters Score -531742.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 1755 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124885 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140021 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34028 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95908 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1014 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 1706 members 
Entering Unmasked Estep 
Score: -86718032.000000 Penalty: 118243.585938
Splitting cluster 4 changes total score from -86718968.000000 to -86718032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -283921.406250 Penalty: 1872.303101
	Iteration 0F: 2 clusters Score -283921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -281394.250000 Penalty: 3744.606201
	Iteration 0F: 3 clusters Score -281394.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -281839.500000 Penalty: 3744.606201
	Iteration 1F: 3 clusters Score -281839.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -281974.906250 Penalty: 3744.606201
	Iteration 2F: 3 clusters Score -281974.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282053.968750 Penalty: 3744.606201
	Iteration 3Q: 3 clusters Score -282054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -282123.312500 Penalty: 3744.606201
	Iteration 4Q: 3 clusters Score -282123.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -282190.500000 Penalty: 3744.606201
	Iteration 5Q: 3 clusters Score -282190.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -282247.937500 Penalty: 3744.606201
	Iteration 6Q: 3 clusters Score -282247.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -282288.406250 Penalty: 3744.606201
	Iteration 7Q: 3 clusters Score -282288.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282334.187500 Penalty: 3744.606201
	Iteration 8Q: 3 clusters Score -282334.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -282379.625000 Penalty: 3744.606201
	Iteration 9Q: 3 clusters Score -282379.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -282418.343750 Penalty: 3744.606201
	Iteration 10Q: 3 clusters Score -282418.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282461.718750 Penalty: 3744.606201
	Iteration 11Q: 3 clusters Score -282461.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -282497.875000 Penalty: 3744.606201
	Iteration 12Q: 3 clusters Score -282497.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -282549.750000 Penalty: 3744.606201
	Iteration 13Q: 3 clusters Score -282549.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -282598.062500 Penalty: 3744.606201
	Iteration 14Q: 3 clusters Score -282598.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282633.781250 Penalty: 3744.606201
	Iteration 15Q: 3 clusters Score -282633.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282676.406250 Penalty: 3744.606201
	Iteration 16Q: 3 clusters Score -282676.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282710.687500 Penalty: 3744.606201
	Iteration 17Q: 3 clusters Score -282710.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -282743.437500 Penalty: 3744.606201
	Iteration 18Q: 3 clusters Score -282743.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282766.312500 Penalty: 3744.606201
	Iteration 19Q: 3 clusters Score -282766.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -282782.593750 Penalty: 3744.606201
	Iteration 20F: 3 clusters Score -282782.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282801.718750 Penalty: 3744.606201
	Iteration 21Q: 3 clusters Score -282801.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -282817.875000 Penalty: 3744.606201
	Iteration 22Q: 3 clusters Score -282817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -282826.656250 Penalty: 3744.606201
	Iteration 23Q: 3 clusters Score -282826.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -282832.781250 Penalty: 3744.606201
	Iteration 24Q: 3 clusters Score -282832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -282834.281250 Penalty: 3744.606201
	Iteration 25Q: 3 clusters Score -282834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -282835.343750 Penalty: 3744.606201
	Iteration 26Q: 3 clusters Score -282835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -282838.781250 Penalty: 3744.606201
	Iteration 27Q: 3 clusters Score -282838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -282841.968750 Penalty: 3744.606201
	Iteration 28Q: 3 clusters Score -282842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282842.343750 Penalty: 3744.606201
	Iteration 29Q: 3 clusters Score -282842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -282844.500000 Penalty: 3744.606201
	Iteration 30Q: 3 clusters Score -282844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -282846.593750 Penalty: 3744.606201
	Iteration 31Q: 3 clusters Score -282846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -282850.218750 Penalty: 3744.606201
	Iteration 32Q: 3 clusters Score -282850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -282855.031250 Penalty: 3744.606201
	Iteration 33Q: 3 clusters Score -282855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282858.031250 Penalty: 3744.606201
	Iteration 34Q: 3 clusters Score -282858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -282861.093750 Penalty: 3744.606201
	Iteration 35Q: 3 clusters Score -282861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -282865.812500 Penalty: 3744.606201
	Iteration 36Q: 3 clusters Score -282865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282872.531250 Penalty: 3744.606201
	Iteration 37Q: 3 clusters Score -282872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -282877.031250 Penalty: 3744.606201
	Iteration 38Q: 3 clusters Score -282877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -282879.406250 Penalty: 3744.606201
	Iteration 39Q: 3 clusters Score -282879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -282882.250000 Penalty: 3744.606201
	Iteration 40F: 3 clusters Score -282882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -282885.906250 Penalty: 3744.606201
	Iteration 41Q: 3 clusters Score -282885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -282886.656250 Penalty: 3744.606201
	Iteration 42Q: 3 clusters Score -282886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -282886.656250 Penalty: 3744.606201
	Iteration 43F: 3 clusters Score -282886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -1297818.875000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -1297819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1291019.250000 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -1291019 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1292879.500000 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -1292880 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1293215.875000 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -1293216 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1293480.750000 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -1293481 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1293722.875000 Penalty: 4497.369629
	Iteration 4F: 3 clusters Score -1293723 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1293964.000000 Penalty: 4497.369629
	Iteration 5Q: 3 clusters Score -1293964 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1294239.000000 Penalty: 4497.369629
	Iteration 6F: 3 clusters Score -1294239 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1294553.500000 Penalty: 4497.369629
	Iteration 7F: 3 clusters Score -1294554 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1294874.125000 Penalty: 4497.369629
	Iteration 8F: 3 clusters Score -1294874 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1295175.875000 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -1295176 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1295438.375000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -1295438 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1295708.500000 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -1295708 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1295902.500000 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -1295902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1296035.250000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -1296035 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1296122.875000 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -1296123 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1296184.250000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -1296184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1296218.750000 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -1296219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1296237.250000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -1296237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1296249.875000 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -1296250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1296259.125000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -1296259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1296263.000000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -1296263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1296265.125000 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -1296265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1296271.000000 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -1296271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1296274.000000 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -1296274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1296276.625000 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -1296277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1296280.125000 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -1296280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1296279.750000 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -1296280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1296279.750000 Penalty: 4497.369629
	Iteration 27F: 3 clusters Score -1296280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -26243.332031 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -26243.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25291.062500 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -25291.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25628.425781 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -25628.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25755.843750 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -25755.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25835.652344 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -25835.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25903.746094 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -25903.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25943.626953 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -25943.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26031.042969 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -26031.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26074.861328 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -26074.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26100.958984 Penalty: 2756.186768
	Iteration 8Q: 3 clusters Score -26100.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26129.802734 Penalty: 2756.186768
	Iteration 9Q: 3 clusters Score -26129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26142.476562 Penalty: 2756.186768
	Iteration 10Q: 3 clusters Score -26142.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26167.269531 Penalty: 2756.186768
	Iteration 11Q: 3 clusters Score -26167.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26182.212891 Penalty: 2756.186768
	Iteration 12Q: 3 clusters Score -26182.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26191.431641 Penalty: 2756.186768
	Iteration 13Q: 3 clusters Score -26191.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26202.179688 Penalty: 2756.186768
	Iteration 14F: 3 clusters Score -26202.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26237.443359 Penalty: 2756.186768
	Iteration 15Q: 3 clusters Score -26237.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26237.443359 Penalty: 2756.186768
	Iteration 16F: 3 clusters Score -26237.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Entering Unmasked Estep 
Score: -1235109.625000 Penalty: 2221.079102
	Iteration 0F: 2 clusters Score -1235110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1228827.750000 Penalty: 4442.158203
	Iteration 0F: 3 clusters Score -1228828 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1230514.500000 Penalty: 4442.158203
	Iteration 1F: 3 clusters Score -1230514 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1230842.000000 Penalty: 4442.158203
	Iteration 2F: 3 clusters Score -1230842 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1231122.000000 Penalty: 4442.158203
	Iteration 3F: 3 clusters Score -1231122 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1231371.875000 Penalty: 4442.158203
	Iteration 4F: 3 clusters Score -1231372 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1231628.875000 Penalty: 4442.158203
	Iteration 5Q: 3 clusters Score -1231629 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1231822.000000 Penalty: 4442.158203
	Iteration 6Q: 3 clusters Score -1231822 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1231969.250000 Penalty: 4442.158203
	Iteration 7Q: 3 clusters Score -1231969 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1232087.250000 Penalty: 4442.158203
	Iteration 8Q: 3 clusters Score -1232087 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1232171.375000 Penalty: 4442.158203
	Iteration 9Q: 3 clusters Score -1232171 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1232256.750000 Penalty: 4442.158203
	Iteration 10Q: 3 clusters Score -1232257 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1232329.750000 Penalty: 4442.158203
	Iteration 11Q: 3 clusters Score -1232330 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1232399.125000 Penalty: 4442.158203
	Iteration 12Q: 3 clusters Score -1232399 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1232462.750000 Penalty: 4442.158203
	Iteration 13Q: 3 clusters Score -1232463 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1232509.500000 Penalty: 4442.158203
	Iteration 14Q: 3 clusters Score -1232510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1232551.000000 Penalty: 4442.158203
	Iteration 15Q: 3 clusters Score -1232551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1232585.875000 Penalty: 4442.158203
	Iteration 16Q: 3 clusters Score -1232586 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1232620.375000 Penalty: 4442.158203
	Iteration 17Q: 3 clusters Score -1232620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1232642.875000 Penalty: 4442.158203
	Iteration 18Q: 3 clusters Score -1232643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1232668.500000 Penalty: 4442.158203
	Iteration 19Q: 3 clusters Score -1232668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1232692.875000 Penalty: 4442.158203
	Iteration 20F: 3 clusters Score -1232693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1232716.875000 Penalty: 4442.158203
	Iteration 21Q: 3 clusters Score -1232717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1232741.750000 Penalty: 4442.158203
	Iteration 22Q: 3 clusters Score -1232742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1232767.750000 Penalty: 4442.158203
	Iteration 23Q: 3 clusters Score -1232768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1232795.500000 Penalty: 4442.158203
	Iteration 24Q: 3 clusters Score -1232796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1232821.500000 Penalty: 4442.158203
	Iteration 25Q: 3 clusters Score -1232822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1232846.250000 Penalty: 4442.158203
	Iteration 26Q: 3 clusters Score -1232846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1232864.875000 Penalty: 4442.158203
	Iteration 27Q: 3 clusters Score -1232865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1232878.000000 Penalty: 4442.158203
	Iteration 28Q: 3 clusters Score -1232878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1232891.500000 Penalty: 4442.158203
	Iteration 29Q: 3 clusters Score -1232892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1232900.875000 Penalty: 4442.158203
	Iteration 30Q: 3 clusters Score -1232901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1232910.125000 Penalty: 4442.158203
	Iteration 31Q: 3 clusters Score -1232910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1232920.750000 Penalty: 4442.158203
	Iteration 32Q: 3 clusters Score -1232921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1232924.625000 Penalty: 4442.158203
	Iteration 33Q: 3 clusters Score -1232925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1232929.750000 Penalty: 4442.158203
	Iteration 34Q: 3 clusters Score -1232930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1232934.250000 Penalty: 4442.158203
	Iteration 35Q: 3 clusters Score -1232934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1232936.000000 Penalty: 4442.158203
	Iteration 36Q: 3 clusters Score -1232936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1232934.375000 Penalty: 4442.158203
	Iteration 37Q: 3 clusters Score -1232934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1232938.875000 Penalty: 4442.158203
	Iteration 38Q: 3 clusters Score -1232939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1232941.500000 Penalty: 4442.158203
	Iteration 39Q: 3 clusters Score -1232942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1232948.375000 Penalty: 4442.158203
	Iteration 40F: 3 clusters Score -1232948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1232950.000000 Penalty: 4442.158203
	Iteration 41Q: 3 clusters Score -1232950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1232952.625000 Penalty: 4442.158203
	Iteration 42Q: 3 clusters Score -1232953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1232956.125000 Penalty: 4442.158203
	Iteration 43Q: 3 clusters Score -1232956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1232957.125000 Penalty: 4442.158203
	Iteration 44Q: 3 clusters Score -1232957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1232958.000000 Penalty: 4442.158203
	Iteration 45Q: 3 clusters Score -1232958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1232961.250000 Penalty: 4442.158203
	Iteration 46Q: 3 clusters Score -1232961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1232967.125000 Penalty: 4442.158203
	Iteration 47Q: 3 clusters Score -1232967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1232968.250000 Penalty: 4442.158203
	Iteration 48Q: 3 clusters Score -1232968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1232971.625000 Penalty: 4442.158203
	Iteration 49Q: 3 clusters Score -1232972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1232973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1232976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1232980 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1232980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1232982 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1232981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1232986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1232986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1232990 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1232996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1233001 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1233001 nChanged 23
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Mstep: Class 1 contains 3255 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1233012 nChanged 29
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Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1233014 nChanged 24
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Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1233018 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1233023 nChanged 28
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Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1233033 nChanged 39
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Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1233039 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1233044 nChanged 22
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1233049 nChanged 27
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Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1233054 nChanged 27
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Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1233060 nChanged 28
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Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1233068 nChanged 34
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Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1233072 nChanged 28
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Mstep: Class 1 contains 2933 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1233080 nChanged 34
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Mstep: Class 1 contains 2901 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1233088 nChanged 41
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Mstep: Class 1 contains 2860 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1233099 nChanged 40
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Mstep: Class 1 contains 2820 members 
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	Iteration 77Q: 3 clusters Score -1233106 nChanged 38
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Mstep: Class 1 contains 2782 members 
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	Iteration 78Q: 3 clusters Score -1233118 nChanged 28
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Mstep: Class 1 contains 2756 members 
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	Iteration 79Q: 3 clusters Score -1233124 nChanged 26
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Mstep: Class 1 contains 2732 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1233128 nChanged 33
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Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1233138 nChanged 34
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Mstep: Class 1 contains 2665 members 
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	Iteration 82Q: 3 clusters Score -1233143 nChanged 32
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Mstep: Class 1 contains 2633 members 
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	Iteration 83Q: 3 clusters Score -1233151 nChanged 29
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Mstep: Class 1 contains 2606 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1233155 nChanged 26
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Mstep: Class 1 contains 2580 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1233166 nChanged 36
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Mstep: Class 1 contains 2544 members 
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	Iteration 86Q: 3 clusters Score -1233173 nChanged 29
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Mstep: Class 1 contains 2515 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1233178 nChanged 20
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Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1233181 nChanged 24
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Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1233187 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1233194 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1233205 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1233214 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2346 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1233224 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2300 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1233238 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1233249 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1233260 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1233272 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1233290 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1233305 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1233320.500000 Penalty: 4442.158203
	Iteration 100F: 3 clusters Score -1233320 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1233335 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1233359 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1233386 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1233401 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1233412 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1233430 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1233447 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1233470 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1233496 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1233516.000000 Penalty: 4442.158203
	Iteration 110Q: 3 clusters Score -1233516 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1233535 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1233554 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1233570 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1233582 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1233587 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6428 members 
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	Iteration 116Q: 3 clusters Score -1233595 nChanged 20
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Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1233602 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1233609 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1233617 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1233623.250000 Penalty: 4442.158203
	Iteration 120F: 3 clusters Score -1233623 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1233629 nChanged 12
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Mstep: Class 1 contains 1221 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1233633 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1206 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1233636 nChanged 10
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Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1233642.125000 Penalty: 4442.158203
	Iteration 124Q: 3 clusters Score -1233642 nChanged 7
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Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1233644 nChanged 7
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Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1233643 nChanged 9
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Mstep: Class 1 contains 1173 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1233647 nChanged 5
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Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1233648 nChanged 4
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Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6590 members 
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	Iteration 129Q: 3 clusters Score -1233651 nChanged 3
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Mstep: Class 1 contains 1161 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1233652 nChanged 2
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Mstep: Class 1 contains 1159 members 
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	Iteration 131Q: 3 clusters Score -1233654 nChanged 7
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Mstep: Class 1 contains 1152 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1233659 nChanged 5
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Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1233660 nChanged 6
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Mstep: Class 1 contains 1141 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1233662 nChanged 6
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Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1233663 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1233669 nChanged 8
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Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1233669 nChanged 9
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Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1233674 nChanged 3
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Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1233674 nChanged 5
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Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1233674 nChanged 3
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Mstep: Class 1 contains 1100 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1233676 nChanged 4
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Mstep: Class 1 contains 1096 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1233678 nChanged 4
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Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1233679.500000 Penalty: 4442.158203
	Iteration 143Q: 3 clusters Score -1233680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1233679.750000 Penalty: 4442.158203
	Iteration 144Q: 3 clusters Score -1233680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1233680.875000 Penalty: 4442.158203
	Iteration 145Q: 3 clusters Score -1233681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1233681.250000 Penalty: 4442.158203
	Iteration 146Q: 3 clusters Score -1233681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1233681.250000 Penalty: 4442.158203
	Iteration 147F: 3 clusters Score -1233681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Entering Unmasked Estep 
Score: -538424.250000 Penalty: 2026.766846
	Iteration 0F: 2 clusters Score -538424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -534866.437500 Penalty: 4053.533691
	Iteration 0F: 3 clusters Score -534866.4 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -535624.000000 Penalty: 4053.533691
	Iteration 1F: 3 clusters Score -535624 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -535892.625000 Penalty: 4053.533691
	Iteration 2F: 3 clusters Score -535892.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -536080.937500 Penalty: 4053.533691
	Iteration 3F: 3 clusters Score -536080.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -536197.187500 Penalty: 4053.533691
	Iteration 4Q: 3 clusters Score -536197.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -536302.875000 Penalty: 4053.533691
	Iteration 5Q: 3 clusters Score -536302.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -536406.750000 Penalty: 4053.533691
	Iteration 6Q: 3 clusters Score -536406.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -536493.250000 Penalty: 4053.533691
	Iteration 7Q: 3 clusters Score -536493.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -536572.625000 Penalty: 4053.533691
	Iteration 8Q: 3 clusters Score -536572.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -536645.562500 Penalty: 4053.533691
	Iteration 9Q: 3 clusters Score -536645.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -536717.250000 Penalty: 4053.533691
	Iteration 10Q: 3 clusters Score -536717.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -536784.500000 Penalty: 4053.533691
	Iteration 11Q: 3 clusters Score -536784.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -536831.312500 Penalty: 4053.533691
	Iteration 12Q: 3 clusters Score -536831.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -536869.187500 Penalty: 4053.533691
	Iteration 13Q: 3 clusters Score -536869.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -536896.937500 Penalty: 4053.533691
	Iteration 14Q: 3 clusters Score -536896.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -536911.875000 Penalty: 4053.533691
	Iteration 15Q: 3 clusters Score -536911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -536923.562500 Penalty: 4053.533691
	Iteration 16Q: 3 clusters Score -536923.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -536931.187500 Penalty: 4053.533691
	Iteration 17Q: 3 clusters Score -536931.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -536938.250000 Penalty: 4053.533691
	Iteration 18Q: 3 clusters Score -536938.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -536944.187500 Penalty: 4053.533691
	Iteration 19Q: 3 clusters Score -536944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -536946.312500 Penalty: 4053.533691
	Iteration 20F: 3 clusters Score -536946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -536952.000000 Penalty: 4053.533691
	Iteration 21Q: 3 clusters Score -536952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -536955.125000 Penalty: 4053.533691
	Iteration 22Q: 3 clusters Score -536955.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -536957.437500 Penalty: 4053.533691
	Iteration 23Q: 3 clusters Score -536957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -536958.687500 Penalty: 4053.533691
	Iteration 24Q: 3 clusters Score -536958.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -536959.250000 Penalty: 4053.533691
	Iteration 25Q: 3 clusters Score -536959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -536960.312500 Penalty: 4053.533691
	Iteration 26Q: 3 clusters Score -536960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -536961.000000 Penalty: 4053.533691
	Iteration 27Q: 3 clusters Score -536961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -536961.250000 Penalty: 4053.533691
	Iteration 28Q: 3 clusters Score -536961.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -536961.687500 Penalty: 4053.533691
	Iteration 29Q: 3 clusters Score -536961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -536962.062500 Penalty: 4053.533691
	Iteration 30Q: 3 clusters Score -536962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -536963.937500 Penalty: 4053.533691
	Iteration 31Q: 3 clusters Score -536963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -536963.562500 Penalty: 4053.533691
	Iteration 32Q: 3 clusters Score -536963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -536969.125000 Penalty: 4053.533691
	Iteration 33Q: 3 clusters Score -536969.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -536973.062500 Penalty: 4053.533691
	Iteration 34Q: 3 clusters Score -536973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -536977.875000 Penalty: 4053.533691
	Iteration 35Q: 3 clusters Score -536977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -536980.062500 Penalty: 4053.533691
	Iteration 36Q: 3 clusters Score -536980.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -536984.125000 Penalty: 4053.533691
	Iteration 37Q: 3 clusters Score -536984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -536984.125000 Penalty: 4053.533691
	Iteration 38F: 3 clusters Score -536984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -107024.109375 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -107024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105216.921875 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -105216.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105506.148438 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -105506.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105659.710938 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -105659.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105873.156250 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -105873.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -106071.437500 Penalty: 3372.884277
	Iteration 4F: 3 clusters Score -106071.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106299.656250 Penalty: 3372.884277
	Iteration 5F: 3 clusters Score -106299.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106601.343750 Penalty: 3372.884277
	Iteration 6F: 3 clusters Score -106601.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106734.710938 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -106734.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106787.343750 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -106787.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106815.625000 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -106815.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106833.046875 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -106833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106842.492188 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -106842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106847.726562 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -106847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106851.179688 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -106851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106852.492188 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -106852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106854.375000 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -106854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106854.375000 Penalty: 3372.884277
	Iteration 16F: 3 clusters Score -106854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (124885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124885 members 
Entering Unmasked Estep 
Score: -19688146.000000 Penalty: 2910.316895
	Iteration 0F: 2 clusters Score -1.968815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -19607654.000000 Penalty: 5820.633789
	Iteration 0F: 3 clusters Score -1.960765e+07 nChanged 59475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -19642690.000000 Penalty: 5820.633789
	Iteration 1F: 3 clusters Score -1.964269e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -19644480.000000 Penalty: 5820.633789
	Iteration 2Q: 3 clusters Score -1.964448e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -19648056.000000 Penalty: 5820.633789
	Iteration 3F: 3 clusters Score -1.964806e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -19654034.000000 Penalty: 5820.633789
	Iteration 4F: 3 clusters Score -1.965403e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -19663270.000000 Penalty: 5820.633789
	Iteration 5F: 3 clusters Score -1.966327e+07 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -19673288.000000 Penalty: 5820.633789
	Iteration 6F: 3 clusters Score -1.967329e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -19680280.000000 Penalty: 5820.633789
	Iteration 7F: 3 clusters Score -1.968028e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119510 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -19683710.000000 Penalty: 5820.633789
	Iteration 8Q: 3 clusters Score -1.968371e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121396 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -19685186.000000 Penalty: 5820.633789
	Iteration 9Q: 3 clusters Score -1.968519e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122166 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -19685808.000000 Penalty: 5820.633789
	Iteration 10Q: 3 clusters Score -1.968581e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -19686040.000000 Penalty: 5820.633789
	Iteration 11Q: 3 clusters Score -1.968604e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122779 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -19686062.000000 Penalty: 5820.633789
	Iteration 12Q: 3 clusters Score -1.968606e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19686138.000000 Penalty: 5820.633789
	Iteration 13Q: 3 clusters Score -1.968614e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -19686162.000000 Penalty: 5820.633789
	Iteration 14Q: 3 clusters Score -1.968616e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123133 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -19686160.000000 Penalty: 5820.633789
	Iteration 15Q: 3 clusters Score -1.968616e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123211 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19686178.000000 Penalty: 5820.633789
	Iteration 16Q: 3 clusters Score -1.968618e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -19686154.000000 Penalty: 5820.633789
	Iteration 17Q: 3 clusters Score -1.968615e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123327 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19686166.000000 Penalty: 5820.633789
	Iteration 18Q: 3 clusters Score -1.968617e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123361 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -19686196.000000 Penalty: 5820.633789
	Iteration 19Q: 3 clusters Score -1.96862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19686212.000000 Penalty: 5820.633789
	Iteration 20F: 3 clusters Score -1.968621e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123433 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -19686202.000000 Penalty: 5820.633789
	Iteration 21Q: 3 clusters Score -1.96862e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123459 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -19686240.000000 Penalty: 5820.633789
	Iteration 22Q: 3 clusters Score -1.968624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123483 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -19686264.000000 Penalty: 5820.633789
	Iteration 23Q: 3 clusters Score -1.968626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19686272.000000 Penalty: 5820.633789
	Iteration 24Q: 3 clusters Score -1.968627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123530 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19686264.000000 Penalty: 5820.633789
	Iteration 25Q: 3 clusters Score -1.968626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123547 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19686270.000000 Penalty: 5820.633789
	Iteration 26Q: 3 clusters Score -1.968627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123562 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -19686260.000000 Penalty: 5820.633789
	Iteration 27Q: 3 clusters Score -1.968626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123571 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19686256.000000 Penalty: 5820.633789
	Iteration 28Q: 3 clusters Score -1.968626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19686258.000000 Penalty: 5820.633789
	Iteration 29Q: 3 clusters Score -1.968626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123591 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -19686262.000000 Penalty: 5820.633789
	Iteration 30Q: 3 clusters Score -1.968626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19686264.000000 Penalty: 5820.633789
	Iteration 31Q: 3 clusters Score -1.968626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123601 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -19686282.000000 Penalty: 5820.633789
	Iteration 32Q: 3 clusters Score -1.968628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123605 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -19686272.000000 Penalty: 5820.633789
	Iteration 33Q: 3 clusters Score -1.968627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123608 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -19686260.000000 Penalty: 5820.633789
	Iteration 34Q: 3 clusters Score -1.968626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19686260.000000 Penalty: 5820.633789
	Iteration 35Q: 3 clusters Score -1.968626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19686264.000000 Penalty: 5820.633789
	Iteration 36Q: 3 clusters Score -1.968626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123609 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19686282.000000 Penalty: 5820.633789
	Iteration 37Q: 3 clusters Score -1.968628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123609 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19686282.000000 Penalty: 5820.633789
	Iteration 38F: 3 clusters Score -1.968628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Entering Unmasked Estep 
Score: -632197.687500 Penalty: 2076.526855
	Iteration 0F: 2 clusters Score -632197.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -628159.625000 Penalty: 4153.053711
	Iteration 0F: 3 clusters Score -628159.6 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -629371.125000 Penalty: 4153.053711
	Iteration 1F: 3 clusters Score -629371.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -630026.562500 Penalty: 4153.053711
	Iteration 2F: 3 clusters Score -630026.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -630839.375000 Penalty: 4153.053711
	Iteration 3F: 3 clusters Score -630839.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -631373.125000 Penalty: 4153.053711
	Iteration 4F: 3 clusters Score -631373.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -631680.875000 Penalty: 4153.053711
	Iteration 5F: 3 clusters Score -631680.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -631799.562500 Penalty: 4153.053711
	Iteration 6Q: 3 clusters Score -631799.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -631842.937500 Penalty: 4153.053711
	Iteration 7Q: 3 clusters Score -631842.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -631868.062500 Penalty: 4153.053711
	Iteration 8Q: 3 clusters Score -631868.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -631882.625000 Penalty: 4153.053711
	Iteration 9Q: 3 clusters Score -631882.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -631891.125000 Penalty: 4153.053711
	Iteration 10Q: 3 clusters Score -631891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -631892.812500 Penalty: 4153.053711
	Iteration 11Q: 3 clusters Score -631892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -631895.625000 Penalty: 4153.053711
	Iteration 12Q: 3 clusters Score -631895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -631896.750000 Penalty: 4153.053711
	Iteration 13Q: 3 clusters Score -631896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -631896.812500 Penalty: 4153.053711
	Iteration 14Q: 3 clusters Score -631896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -631896.812500 Penalty: 4153.053711
	Iteration 15F: 3 clusters Score -631896.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -23162.667969 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -23162.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22119.539062 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -22119.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22353.845703 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -22353.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22372.203125 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -22372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22382.613281 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -22382.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22382.613281 Penalty: 2726.595459
	Iteration 4F: 3 clusters Score -22382.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Entering Unmasked Estep 
Score: -408035.218750 Penalty: 1961.006348
	Iteration 0F: 2 clusters Score -408035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -404959.500000 Penalty: 3922.012695
	Iteration 0F: 3 clusters Score -404959.5 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -405538.062500 Penalty: 3922.012695
	Iteration 1F: 3 clusters Score -405538.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -405702.125000 Penalty: 3922.012695
	Iteration 2F: 3 clusters Score -405702.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -405816.593750 Penalty: 3922.012695
	Iteration 3F: 3 clusters Score -405816.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -405929.562500 Penalty: 3922.012695
	Iteration 4Q: 3 clusters Score -405929.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -406051.000000 Penalty: 3922.012695
	Iteration 5Q: 3 clusters Score -406051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -406197.750000 Penalty: 3922.012695
	Iteration 6Q: 3 clusters Score -406197.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -406348.031250 Penalty: 3922.012695
	Iteration 7Q: 3 clusters Score -406348 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -406500.062500 Penalty: 3922.012695
	Iteration 8Q: 3 clusters Score -406500.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -406621.281250 Penalty: 3922.012695
	Iteration 9Q: 3 clusters Score -406621.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -406716.687500 Penalty: 3922.012695
	Iteration 10Q: 3 clusters Score -406716.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -406788.218750 Penalty: 3922.012695
	Iteration 11Q: 3 clusters Score -406788.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -406849.187500 Penalty: 3922.012695
	Iteration 12Q: 3 clusters Score -406849.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -406893.562500 Penalty: 3922.012695
	Iteration 13Q: 3 clusters Score -406893.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -406936.937500 Penalty: 3922.012695
	Iteration 14Q: 3 clusters Score -406936.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -406977.406250 Penalty: 3922.012695
	Iteration 15Q: 3 clusters Score -406977.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -407002.781250 Penalty: 3922.012695
	Iteration 16Q: 3 clusters Score -407002.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -407025.781250 Penalty: 3922.012695
	Iteration 17Q: 3 clusters Score -407025.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -407040.625000 Penalty: 3922.012695
	Iteration 18Q: 3 clusters Score -407040.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -407055.062500 Penalty: 3922.012695
	Iteration 19Q: 3 clusters Score -407055.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -407061.250000 Penalty: 3922.012695
	Iteration 20F: 3 clusters Score -407061.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -407068.187500 Penalty: 3922.012695
	Iteration 21Q: 3 clusters Score -407068.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -407077.781250 Penalty: 3922.012695
	Iteration 22Q: 3 clusters Score -407077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -407082.156250 Penalty: 3922.012695
	Iteration 23Q: 3 clusters Score -407082.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -407084.437500 Penalty: 3922.012695
	Iteration 24Q: 3 clusters Score -407084.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -407089.218750 Penalty: 3922.012695
	Iteration 25Q: 3 clusters Score -407089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -407090.968750 Penalty: 3922.012695
	Iteration 26Q: 3 clusters Score -407091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -407091.437500 Penalty: 3922.012695
	Iteration 27Q: 3 clusters Score -407091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -407091.562500 Penalty: 3922.012695
	Iteration 28Q: 3 clusters Score -407091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -407093.125000 Penalty: 3922.012695
	Iteration 29Q: 3 clusters Score -407093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -407094.843750 Penalty: 3922.012695
	Iteration 30Q: 3 clusters Score -407094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -407095.406250 Penalty: 3922.012695
	Iteration 31Q: 3 clusters Score -407095.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -407096.656250 Penalty: 3922.012695
	Iteration 32Q: 3 clusters Score -407096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -407096.656250 Penalty: 3922.012695
	Iteration 33F: 3 clusters Score -407096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -240474.515625 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -240474.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -238097.500000 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -238097.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -238577.546875 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -238577.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -238739.640625 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -238739.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -238839.609375 Penalty: 3680.904053
	Iteration 3Q: 3 clusters Score -238839.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -238989.031250 Penalty: 3680.904053
	Iteration 4Q: 3 clusters Score -238989 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -239126.500000 Penalty: 3680.904053
	Iteration 5F: 3 clusters Score -239126.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -239202.328125 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -239202.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -239268.718750 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -239268.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -239311.593750 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -239311.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -239346.812500 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -239346.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -239375.937500 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -239375.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -239399.953125 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -239400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -239419.265625 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -239419.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -239432.984375 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -239433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -239438.921875 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -239438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -239440.718750 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -239440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -239441.765625 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -239441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -239443.015625 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -239443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -239443.328125 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -239443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -239443.328125 Penalty: 3680.904053
	Iteration 19F: 3 clusters Score -239443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (140021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140021 members 
Entering Unmasked Estep 
Score: -21997822.000000 Penalty: 2938.687744
	Iteration 0F: 2 clusters Score -2.199782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -21908568.000000 Penalty: 5877.375488
	Iteration 0F: 3 clusters Score -2.190857e+07 nChanged 67034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70425 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -21947312.000000 Penalty: 5877.375488
	Iteration 1F: 3 clusters Score -2.194731e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -21948334.000000 Penalty: 5877.375488
	Iteration 2Q: 3 clusters Score -2.194833e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -21949414.000000 Penalty: 5877.375488
	Iteration 3Q: 3 clusters Score -2.194941e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -21951026.000000 Penalty: 5877.375488
	Iteration 4Q: 3 clusters Score -2.195103e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -21953350.000000 Penalty: 5877.375488
	Iteration 5Q: 3 clusters Score -2.195335e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 65140 members 
Entering Unmasked Estep 
Score: -21956890.000000 Penalty: 5877.375488
	Iteration 6Q: 3 clusters Score -2.195689e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -21962172.000000 Penalty: 5877.375488
	Iteration 7F: 3 clusters Score -2.196217e+07 nChanged 8763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -21968682.000000 Penalty: 5877.375488
	Iteration 8F: 3 clusters Score -2.196868e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -21974964.000000 Penalty: 5877.375488
	Iteration 9F: 3 clusters Score -2.197496e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83818 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -21978700.000000 Penalty: 5877.375488
	Iteration 10F: 3 clusters Score -2.19787e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -21980060.000000 Penalty: 5877.375488
	Iteration 11Q: 3 clusters Score -2.198006e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87072 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -21980826.000000 Penalty: 5877.375488
	Iteration 12Q: 3 clusters Score -2.198083e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88819 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -21981400.000000 Penalty: 5877.375488
	Iteration 13Q: 3 clusters Score -2.19814e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -21982040.000000 Penalty: 5877.375488
	Iteration 14Q: 3 clusters Score -2.198204e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -21982876.000000 Penalty: 5877.375488
	Iteration 15Q: 3 clusters Score -2.198288e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95283 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -21983628.000000 Penalty: 5877.375488
	Iteration 16Q: 3 clusters Score -2.198363e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -21984426.000000 Penalty: 5877.375488
	Iteration 17Q: 3 clusters Score -2.198443e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100026 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -21985306.000000 Penalty: 5877.375488
	Iteration 18Q: 3 clusters Score -2.198531e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -21986234.000000 Penalty: 5877.375488
	Iteration 19Q: 3 clusters Score -2.198623e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104919 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -21987154.000000 Penalty: 5877.375488
	Iteration 20F: 3 clusters Score -2.198715e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -21987976.000000 Penalty: 5877.375488
	Iteration 21Q: 3 clusters Score -2.198798e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -21989160.000000 Penalty: 5877.375488
	Iteration 22Q: 3 clusters Score -2.198916e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111753 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -21990196.000000 Penalty: 5877.375488
	Iteration 23Q: 3 clusters Score -2.19902e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113951 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -21991238.000000 Penalty: 5877.375488
	Iteration 24Q: 3 clusters Score -2.199124e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116066 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -21992230.000000 Penalty: 5877.375488
	Iteration 25Q: 3 clusters Score -2.199223e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117976 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -21992856.000000 Penalty: 5877.375488
	Iteration 26Q: 3 clusters Score -2.199286e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -21993526.000000 Penalty: 5877.375488
	Iteration 27Q: 3 clusters Score -2.199353e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121543 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -21994218.000000 Penalty: 5877.375488
	Iteration 28Q: 3 clusters Score -2.199422e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -21994664.000000 Penalty: 5877.375488
	Iteration 29Q: 3 clusters Score -2.199466e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124806 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -21995050.000000 Penalty: 5877.375488
	Iteration 30Q: 3 clusters Score -2.199505e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -21995206.000000 Penalty: 5877.375488
	Iteration 31Q: 3 clusters Score -2.199521e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -21995482.000000 Penalty: 5877.375488
	Iteration 32Q: 3 clusters Score -2.199548e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128900 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -21995620.000000 Penalty: 5877.375488
	Iteration 33Q: 3 clusters Score -2.199562e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130107 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -21995730.000000 Penalty: 5877.375488
	Iteration 34Q: 3 clusters Score -2.199573e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131202 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -21995788.000000 Penalty: 5877.375488
	Iteration 35Q: 3 clusters Score -2.199579e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -21995820.000000 Penalty: 5877.375488
	Iteration 36Q: 3 clusters Score -2.199582e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133006 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -21995944.000000 Penalty: 5877.375488
	Iteration 37Q: 3 clusters Score -2.199594e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133737 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -21996088.000000 Penalty: 5877.375488
	Iteration 38Q: 3 clusters Score -2.199609e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134384 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -21996156.000000 Penalty: 5877.375488
	Iteration 39Q: 3 clusters Score -2.199616e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134949 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -21996264.000000 Penalty: 5877.375488
	Iteration 40F: 3 clusters Score -2.199626e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135466 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -21996258.000000 Penalty: 5877.375488
	Iteration 41Q: 3 clusters Score -2.199626e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135942 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -21996312.000000 Penalty: 5877.375488
	Iteration 42Q: 3 clusters Score -2.199631e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136353 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -21996340.000000 Penalty: 5877.375488
	Iteration 43Q: 3 clusters Score -2.199634e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136712 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21996402.000000 Penalty: 5877.375488
	Iteration 44Q: 3 clusters Score -2.19964e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137053 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -21996440.000000 Penalty: 5877.375488
	Iteration 45Q: 3 clusters Score -2.199644e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137338 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -21996380.000000 Penalty: 5877.375488
	Iteration 46Q: 3 clusters Score -2.199638e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137565 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -21996362.000000 Penalty: 5877.375488
	Iteration 47Q: 3 clusters Score -2.199636e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137748 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -21996400.000000 Penalty: 5877.375488
	Iteration 48Q: 3 clusters Score -2.19964e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137898 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -21996448.000000 Penalty: 5877.375488
	Iteration 49Q: 3 clusters Score -2.199645e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -21996524.000000 Penalty: 5877.375488
	Iteration 50Q: 3 clusters Score -2.199652e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21996466.000000 Penalty: 5877.375488
	Iteration 51Q: 3 clusters Score -2.199647e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138260 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -21996534.000000 Penalty: 5877.375488
	Iteration 52Q: 3 clusters Score -2.199653e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138354 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21996554.000000 Penalty: 5877.375488
	Iteration 53Q: 3 clusters Score -2.199655e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138424 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21996618.000000 Penalty: 5877.375488
	Iteration 54Q: 3 clusters Score -2.199662e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138496 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -21996590.000000 Penalty: 5877.375488
	Iteration 55Q: 3 clusters Score -2.199659e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138545 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -21996624.000000 Penalty: 5877.375488
	Iteration 56Q: 3 clusters Score -2.199662e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138604 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21996594.000000 Penalty: 5877.375488
	Iteration 57Q: 3 clusters Score -2.199659e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138648 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21996624.000000 Penalty: 5877.375488
	Iteration 58Q: 3 clusters Score -2.199662e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138687 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21996620.000000 Penalty: 5877.375488
	Iteration 59Q: 3 clusters Score -2.199662e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138707 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -21996680.000000 Penalty: 5877.375488
	Iteration 60F: 3 clusters Score -2.199668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138712 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21996664.000000 Penalty: 5877.375488
	Iteration 61Q: 3 clusters Score -2.199666e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138715 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21996666.000000 Penalty: 5877.375488
	Iteration 62Q: 3 clusters Score -2.199667e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21996700.000000 Penalty: 5877.375488
	Iteration 63Q: 3 clusters Score -2.19967e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138734 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21996738.000000 Penalty: 5877.375488
	Iteration 64Q: 3 clusters Score -2.199674e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138738 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21996740.000000 Penalty: 5877.375488
	Iteration 65Q: 3 clusters Score -2.199674e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138751 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -21996758.000000 Penalty: 5877.375488
	Iteration 66Q: 3 clusters Score -2.199676e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138762 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21996764.000000 Penalty: 5877.375488
	Iteration 67Q: 3 clusters Score -2.199676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138783 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21996758.000000 Penalty: 5877.375488
	Iteration 68Q: 3 clusters Score -2.199676e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138811 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21996764.000000 Penalty: 5877.375488
	Iteration 69Q: 3 clusters Score -2.199676e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138825 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -21996770.000000 Penalty: 5877.375488
	Iteration 70Q: 3 clusters Score -2.199677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138833 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -21996800.000000 Penalty: 5877.375488
	Iteration 71Q: 3 clusters Score -2.19968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138844 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21996802.000000 Penalty: 5877.375488
	Iteration 72Q: 3 clusters Score -2.19968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138856 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -21996778.000000 Penalty: 5877.375488
	Iteration 73Q: 3 clusters Score -2.199678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138864 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21996798.000000 Penalty: 5877.375488
	Iteration 74Q: 3 clusters Score -2.19968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138878 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -21996794.000000 Penalty: 5877.375488
	Iteration 75Q: 3 clusters Score -2.199679e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138897 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21996826.000000 Penalty: 5877.375488
	Iteration 76Q: 3 clusters Score -2.199683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138917 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21996800.000000 Penalty: 5877.375488
	Iteration 77Q: 3 clusters Score -2.19968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -21996826.000000 Penalty: 5877.375488
	Iteration 78Q: 3 clusters Score -2.199683e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138941 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21996852.000000 Penalty: 5877.375488
	Iteration 79Q: 3 clusters Score -2.199685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138952 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21996868.000000 Penalty: 5877.375488
	Iteration 80F: 3 clusters Score -2.199687e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138961 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21996870.000000 Penalty: 5877.375488
	Iteration 81Q: 3 clusters Score -2.199687e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138974 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -21996888.000000 Penalty: 5877.375488
	Iteration 82Q: 3 clusters Score -2.199689e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138994 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -21996896.000000 Penalty: 5877.375488
	Iteration 83Q: 3 clusters Score -2.19969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139009 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21996912.000000 Penalty: 5877.375488
	Iteration 84Q: 3 clusters Score -2.199691e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139021 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -21996920.000000 Penalty: 5877.375488
	Iteration 85Q: 3 clusters Score -2.199692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139029 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21996920.000000 Penalty: 5877.375488
	Iteration 86Q: 3 clusters Score -2.199692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139040 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -21996950.000000 Penalty: 5877.375488
	Iteration 87Q: 3 clusters Score -2.199695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21996940.000000 Penalty: 5877.375488
	Iteration 88Q: 3 clusters Score -2.199694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21996950.000000 Penalty: 5877.375488
	Iteration 89Q: 3 clusters Score -2.199695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21996968.000000 Penalty: 5877.375488
	Iteration 90Q: 3 clusters Score -2.199697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21996942.000000 Penalty: 5877.375488
	Iteration 91Q: 3 clusters Score -2.199694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139046 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -21996944.000000 Penalty: 5877.375488
	Iteration 92Q: 3 clusters Score -2.199694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139047 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21996946.000000 Penalty: 5877.375488
	Iteration 93Q: 3 clusters Score -2.199695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139047 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21996964.000000 Penalty: 5877.375488
	Iteration 94Q: 3 clusters Score -2.199696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21996952.000000 Penalty: 5877.375488
	Iteration 95Q: 3 clusters Score -2.199695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139042 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -21996944.000000 Penalty: 5877.375488
	Iteration 96Q: 3 clusters Score -2.199694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21996948.000000 Penalty: 5877.375488
	Iteration 97Q: 3 clusters Score -2.199695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21996948.000000 Penalty: 5877.375488
	Iteration 98F: 3 clusters Score -2.199695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Entering Unmasked Estep 
Score: -2020797.500000 Penalty: 2352.189209
	Iteration 0F: 2 clusters Score -2020798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2011157.500000 Penalty: 4704.378418
	Iteration 0F: 3 clusters Score -2011158 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2014515.000000 Penalty: 4704.378418
	Iteration 1F: 3 clusters Score -2014515 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2015238.875000 Penalty: 4704.378418
	Iteration 2F: 3 clusters Score -2015239 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2015909.500000 Penalty: 4704.378418
	Iteration 3F: 3 clusters Score -2015910 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2016495.750000 Penalty: 4704.378418
	Iteration 4F: 3 clusters Score -2016496 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2017014.625000 Penalty: 4704.378418
	Iteration 5F: 3 clusters Score -2017015 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2017423.625000 Penalty: 4704.378418
	Iteration 6Q: 3 clusters Score -2017424 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2017748.375000 Penalty: 4704.378418
	Iteration 7Q: 3 clusters Score -2017748 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2018081.125000 Penalty: 4704.378418
	Iteration 8Q: 3 clusters Score -2018081 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2018355.875000 Penalty: 4704.378418
	Iteration 9Q: 3 clusters Score -2018356 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2018559.500000 Penalty: 4704.378418
	Iteration 10Q: 3 clusters Score -2018560 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2018689.375000 Penalty: 4704.378418
	Iteration 11Q: 3 clusters Score -2018689 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2018796.000000 Penalty: 4704.378418
	Iteration 12Q: 3 clusters Score -2018796 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2018871.125000 Penalty: 4704.378418
	Iteration 13Q: 3 clusters Score -2018871 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2018911.125000 Penalty: 4704.378418
	Iteration 14Q: 3 clusters Score -2018911 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2018955.625000 Penalty: 4704.378418
	Iteration 15Q: 3 clusters Score -2018956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2018990.375000 Penalty: 4704.378418
	Iteration 16Q: 3 clusters Score -2018990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2019027.875000 Penalty: 4704.378418
	Iteration 17Q: 3 clusters Score -2019028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2019057.000000 Penalty: 4704.378418
	Iteration 18Q: 3 clusters Score -2019057 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2019081.625000 Penalty: 4704.378418
	Iteration 19Q: 3 clusters Score -2019082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2019098.500000 Penalty: 4704.378418
	Iteration 20F: 3 clusters Score -2019098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2019116.250000 Penalty: 4704.378418
	Iteration 21Q: 3 clusters Score -2019116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2019130.125000 Penalty: 4704.378418
	Iteration 22Q: 3 clusters Score -2019130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2019146.875000 Penalty: 4704.378418
	Iteration 23Q: 3 clusters Score -2019147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2019159.000000 Penalty: 4704.378418
	Iteration 24Q: 3 clusters Score -2019159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2019171.000000 Penalty: 4704.378418
	Iteration 25Q: 3 clusters Score -2019171 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2019176.000000 Penalty: 4704.378418
	Iteration 26Q: 3 clusters Score -2019176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2019183.375000 Penalty: 4704.378418
	Iteration 27Q: 3 clusters Score -2019183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2019195.625000 Penalty: 4704.378418
	Iteration 28Q: 3 clusters Score -2019196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2019205.375000 Penalty: 4704.378418
	Iteration 29Q: 3 clusters Score -2019205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2019217.875000 Penalty: 4704.378418
	Iteration 30Q: 3 clusters Score -2019218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2019228.750000 Penalty: 4704.378418
	Iteration 31Q: 3 clusters Score -2019229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2019231.000000 Penalty: 4704.378418
	Iteration 32Q: 3 clusters Score -2019231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2019233.250000 Penalty: 4704.378418
	Iteration 33Q: 3 clusters Score -2019233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2019239.625000 Penalty: 4704.378418
	Iteration 34Q: 3 clusters Score -2019240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2019242.250000 Penalty: 4704.378418
	Iteration 35Q: 3 clusters Score -2019242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2019242.250000 Penalty: 4704.378418
	Iteration 36Q: 3 clusters Score -2019242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2019248.375000 Penalty: 4704.378418
	Iteration 37Q: 3 clusters Score -2019248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2019247.500000 Penalty: 4704.378418
	Iteration 38Q: 3 clusters Score -2019248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2019248.125000 Penalty: 4704.378418
	Iteration 39Q: 3 clusters Score -2019248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2019249.125000 Penalty: 4704.378418
	Iteration 40F: 3 clusters Score -2019249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2019249.625000 Penalty: 4704.378418
	Iteration 41Q: 3 clusters Score -2019250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2019246.375000 Penalty: 4704.378418
	Iteration 42Q: 3 clusters Score -2019246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2019247.875000 Penalty: 4704.378418
	Iteration 43Q: 3 clusters Score -2019248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2019249.500000 Penalty: 4704.378418
	Iteration 44Q: 3 clusters Score -2019250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2019252.500000 Penalty: 4704.378418
	Iteration 45Q: 3 clusters Score -2019252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2019254.625000 Penalty: 4704.378418
	Iteration 46Q: 3 clusters Score -2019255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2019253.500000 Penalty: 4704.378418
	Iteration 47Q: 3 clusters Score -2019254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2019252.750000 Penalty: 4704.378418
	Iteration 48Q: 3 clusters Score -2019253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2019252.750000 Penalty: 4704.378418
	Iteration 49F: 3 clusters Score -2019253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Entering Unmasked Estep 
Score: -92779.218750 Penalty: 1610.450928
	Iteration 0F: 2 clusters Score -92779.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91097.804688 Penalty: 3220.901855
	Iteration 0F: 3 clusters Score -91097.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -91331.882812 Penalty: 3220.901855
	Iteration 1F: 3 clusters Score -91331.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91405.101562 Penalty: 3220.901855
	Iteration 2F: 3 clusters Score -91405.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91465.117188 Penalty: 3220.901855
	Iteration 3Q: 3 clusters Score -91465.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91484.109375 Penalty: 3220.901855
	Iteration 4Q: 3 clusters Score -91484.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91489.929688 Penalty: 3220.901855
	Iteration 5Q: 3 clusters Score -91489.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91504.968750 Penalty: 3220.901855
	Iteration 6Q: 3 clusters Score -91504.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91513.859375 Penalty: 3220.901855
	Iteration 7Q: 3 clusters Score -91513.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91521.148438 Penalty: 3220.901855
	Iteration 8Q: 3 clusters Score -91521.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91523.960938 Penalty: 3220.901855
	Iteration 9Q: 3 clusters Score -91523.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91529.664062 Penalty: 3220.901855
	Iteration 10Q: 3 clusters Score -91529.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -91538.023438 Penalty: 3220.901855
	Iteration 11Q: 3 clusters Score -91538.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -91541.539062 Penalty: 3220.901855
	Iteration 12Q: 3 clusters Score -91541.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91547.734375 Penalty: 3220.901855
	Iteration 13Q: 3 clusters Score -91547.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91547.734375 Penalty: 3220.901855
	Iteration 14F: 3 clusters Score -91547.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -142393.343750 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -142393.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140538.984375 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -140539 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -141141.812500 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -141141.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -141394.656250 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -141394.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -141564.671875 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -141564.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -141706.406250 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -141706.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -141804.609375 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -141804.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141913.546875 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -141913.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141995.515625 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -141995.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -142065.109375 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -142065.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -142124.343750 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -142124.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -142204.906250 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -142204.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -142292.687500 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -142292.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -142386.953125 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -142387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -142477.484375 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -142477.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -142542.984375 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -142543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142602.000000 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -142602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -142626.890625 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -142626.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -142645.218750 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -142645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -142660.562500 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -142660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -142664.734375 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -142664.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142682.625000 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -142682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -142700.656250 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -142700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142720.765625 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -142720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -142754.890625 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -142754.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142781.875000 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -142781.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142822.468750 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -142822.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142841.437500 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -142841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142863.031250 Penalty: 3470.807617
	Iteration 27Q: 3 clusters Score -142863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142887.656250 Penalty: 3470.807617
	Iteration 28Q: 3 clusters Score -142887.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -142908.062500 Penalty: 3470.807617
	Iteration 29Q: 3 clusters Score -142908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142909.468750 Penalty: 3470.807617
	Iteration 30Q: 3 clusters Score -142909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142910.375000 Penalty: 3470.807617
	Iteration 31Q: 3 clusters Score -142910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142911.156250 Penalty: 3470.807617
	Iteration 32F: 3 clusters Score -142911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -142917.781250 Penalty: 3470.807617
	Iteration 33Q: 3 clusters Score -142917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142933.640625 Penalty: 3470.807617
	Iteration 34Q: 3 clusters Score -142933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -142949.828125 Penalty: 3470.807617
	Iteration 35Q: 3 clusters Score -142949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -142960.125000 Penalty: 3470.807617
	Iteration 36Q: 3 clusters Score -142960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -142962.203125 Penalty: 3470.807617
	Iteration 37Q: 3 clusters Score -142962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -142964.734375 Penalty: 3470.807617
	Iteration 38Q: 3 clusters Score -142964.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -142966.281250 Penalty: 3470.807617
	Iteration 39Q: 3 clusters Score -142966.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -142968.140625 Penalty: 3470.807617
	Iteration 40F: 3 clusters Score -142968.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -142970.281250 Penalty: 3470.807617
	Iteration 41Q: 3 clusters Score -142970.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -142980.859375 Penalty: 3470.807617
	Iteration 42Q: 3 clusters Score -142980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -142980.859375 Penalty: 3470.807617
	Iteration 43F: 3 clusters Score -142980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124885 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140021 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 469 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34028 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95908 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1014 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 625 members 
Entering Unmasked Estep 
Score: -86718072.000000 Penalty: 118243.585938
Splitting cluster 19 changes total score from -86718968.000000 to -86718072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (19358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Entering Unmasked Estep 
Score: -3026706.250000 Penalty: 2447.973633
	Iteration 0F: 2 clusters Score -3026706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3013027.750000 Penalty: 4895.947266
	Iteration 0F: 3 clusters Score -3013028 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3017578.000000 Penalty: 4895.947266
	Iteration 1F: 3 clusters Score -3017578 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3018091.250000 Penalty: 4895.947266
	Iteration 2F: 3 clusters Score -3018091 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3018620.000000 Penalty: 4895.947266
	Iteration 3F: 3 clusters Score -3018620 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3019111.500000 Penalty: 4895.947266
	Iteration 4F: 3 clusters Score -3019112 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -3019553.250000 Penalty: 4895.947266
	Iteration 5Q: 3 clusters Score -3019553 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3019933.250000 Penalty: 4895.947266
	Iteration 6Q: 3 clusters Score -3019933 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3020306.000000 Penalty: 4895.947266
	Iteration 7Q: 3 clusters Score -3020306 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3020696.750000 Penalty: 4895.947266
	Iteration 8Q: 3 clusters Score -3020697 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3021100.000000 Penalty: 4895.947266
	Iteration 9Q: 3 clusters Score -3021100 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3021519.500000 Penalty: 4895.947266
	Iteration 10Q: 3 clusters Score -3021520 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3021945.500000 Penalty: 4895.947266
	Iteration 11Q: 3 clusters Score -3021946 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3022393.250000 Penalty: 4895.947266
	Iteration 12Q: 3 clusters Score -3022393 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3022850.250000 Penalty: 4895.947266
	Iteration 13Q: 3 clusters Score -3022850 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3023247.500000 Penalty: 4895.947266
	Iteration 14Q: 3 clusters Score -3023248 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3023561.500000 Penalty: 4895.947266
	Iteration 15Q: 3 clusters Score -3023562 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3023812.250000 Penalty: 4895.947266
	Iteration 16Q: 3 clusters Score -3023812 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3024024.000000 Penalty: 4895.947266
	Iteration 17Q: 3 clusters Score -3024024 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3024187.500000 Penalty: 4895.947266
	Iteration 18Q: 3 clusters Score -3024188 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3024315.250000 Penalty: 4895.947266
	Iteration 19Q: 3 clusters Score -3024315 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3024393.250000 Penalty: 4895.947266
	Iteration 20F: 3 clusters Score -3024393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3024470.750000 Penalty: 4895.947266
	Iteration 21Q: 3 clusters Score -3024471 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3024544.750000 Penalty: 4895.947266
	Iteration 22Q: 3 clusters Score -3024545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3024586.250000 Penalty: 4895.947266
	Iteration 23Q: 3 clusters Score -3024586 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3024610.250000 Penalty: 4895.947266
	Iteration 24Q: 3 clusters Score -3024610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3024643.500000 Penalty: 4895.947266
	Iteration 25Q: 3 clusters Score -3024644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3024659.750000 Penalty: 4895.947266
	Iteration 26Q: 3 clusters Score -3024660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3024666.250000 Penalty: 4895.947266
	Iteration 27Q: 3 clusters Score -3024666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3024673.500000 Penalty: 4895.947266
	Iteration 28Q: 3 clusters Score -3024674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3024680.250000 Penalty: 4895.947266
	Iteration 29Q: 3 clusters Score -3024680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3024685.750000 Penalty: 4895.947266
	Iteration 30Q: 3 clusters Score -3024686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3024686.750000 Penalty: 4895.947266
	Iteration 31Q: 3 clusters Score -3024687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3024690.000000 Penalty: 4895.947266
	Iteration 32Q: 3 clusters Score -3024690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3024690.000000 Penalty: 4895.947266
	Iteration 33F: 3 clusters Score -3024690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Entering Unmasked Estep 
Score: -5275332.000000 Penalty: 2587.864990
	Iteration 0F: 2 clusters Score -5275332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -5251937.500000 Penalty: 5175.729980
	Iteration 0F: 3 clusters Score -5251938 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -5260641.500000 Penalty: 5175.729980
	Iteration 1F: 3 clusters Score -5260642 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -5261191.500000 Penalty: 5175.729980
	Iteration 2Q: 3 clusters Score -5261192 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -5261720.000000 Penalty: 5175.729980
	Iteration 3Q: 3 clusters Score -5261720 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -5262388.500000 Penalty: 5175.729980
	Iteration 4Q: 3 clusters Score -5262388 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -5263382.500000 Penalty: 5175.729980
	Iteration 5F: 3 clusters Score -5263382 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -5264782.000000 Penalty: 5175.729980
	Iteration 6F: 3 clusters Score -5264782 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -5266601.000000 Penalty: 5175.729980
	Iteration 7F: 3 clusters Score -5266601 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -5268585.000000 Penalty: 5175.729980
	Iteration 8F: 3 clusters Score -5268585 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5270379.500000 Penalty: 5175.729980
	Iteration 9F: 3 clusters Score -5270380 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5271654.500000 Penalty: 5175.729980
	Iteration 10Q: 3 clusters Score -5271654 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5272416.000000 Penalty: 5175.729980
	Iteration 11Q: 3 clusters Score -5272416 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5272765.500000 Penalty: 5175.729980
	Iteration 12Q: 3 clusters Score -5272766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5272881.500000 Penalty: 5175.729980
	Iteration 13Q: 3 clusters Score -5272882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5272947.000000 Penalty: 5175.729980
	Iteration 14Q: 3 clusters Score -5272947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5272983.000000 Penalty: 5175.729980
	Iteration 15Q: 3 clusters Score -5272983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5273008.000000 Penalty: 5175.729980
	Iteration 16Q: 3 clusters Score -5273008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5273027.000000 Penalty: 5175.729980
	Iteration 17Q: 3 clusters Score -5273027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5273033.500000 Penalty: 5175.729980
	Iteration 18Q: 3 clusters Score -5273034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5273036.000000 Penalty: 5175.729980
	Iteration 19Q: 3 clusters Score -5273036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5273041.000000 Penalty: 5175.729980
	Iteration 20F: 3 clusters Score -5273041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5273044.500000 Penalty: 5175.729980
	Iteration 21Q: 3 clusters Score -5273044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5273049.000000 Penalty: 5175.729980
	Iteration 22Q: 3 clusters Score -5273049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5273049.000000 Penalty: 5175.729980
	Iteration 23F: 3 clusters Score -5273049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Entering Unmasked Estep 
Score: -990158.937500 Penalty: 2182.428223
	Iteration 0F: 2 clusters Score -990158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -984623.125000 Penalty: 4364.856445
	Iteration 0F: 3 clusters Score -984623.1 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -985992.000000 Penalty: 4364.856445
	Iteration 1F: 3 clusters Score -985992 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -986240.437500 Penalty: 4364.856445
	Iteration 2F: 3 clusters Score -986240.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -986465.687500 Penalty: 4364.856445
	Iteration 3F: 3 clusters Score -986465.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -986692.750000 Penalty: 4364.856445
	Iteration 4Q: 3 clusters Score -986692.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -986921.562500 Penalty: 4364.856445
	Iteration 5Q: 3 clusters Score -986921.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -987114.187500 Penalty: 4364.856445
	Iteration 6Q: 3 clusters Score -987114.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -987297.000000 Penalty: 4364.856445
	Iteration 7Q: 3 clusters Score -987297 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -987450.187500 Penalty: 4364.856445
	Iteration 8Q: 3 clusters Score -987450.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -987593.875000 Penalty: 4364.856445
	Iteration 9Q: 3 clusters Score -987593.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -987741.937500 Penalty: 4364.856445
	Iteration 10Q: 3 clusters Score -987741.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -987881.625000 Penalty: 4364.856445
	Iteration 11Q: 3 clusters Score -987881.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -988030.562500 Penalty: 4364.856445
	Iteration 12Q: 3 clusters Score -988030.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -988207.000000 Penalty: 4364.856445
	Iteration 13Q: 3 clusters Score -988207 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -988407.187500 Penalty: 4364.856445
	Iteration 14Q: 3 clusters Score -988407.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -988579.312500 Penalty: 4364.856445
	Iteration 15Q: 3 clusters Score -988579.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -988707.062500 Penalty: 4364.856445
	Iteration 16Q: 3 clusters Score -988707.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -988807.937500 Penalty: 4364.856445
	Iteration 17Q: 3 clusters Score -988807.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -988887.937500 Penalty: 4364.856445
	Iteration 18Q: 3 clusters Score -988887.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -988981.687500 Penalty: 4364.856445
	Iteration 19Q: 3 clusters Score -988981.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -989091.125000 Penalty: 4364.856445
	Iteration 20F: 3 clusters Score -989091.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -989176.500000 Penalty: 4364.856445
	Iteration 21Q: 3 clusters Score -989176.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -989302.062500 Penalty: 4364.856445
	Iteration 22Q: 3 clusters Score -989302.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -989439.187500 Penalty: 4364.856445
	Iteration 23Q: 3 clusters Score -989439.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -989542.562500 Penalty: 4364.856445
	Iteration 24Q: 3 clusters Score -989542.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -989629.812500 Penalty: 4364.856445
	Iteration 25Q: 3 clusters Score -989629.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -989692.750000 Penalty: 4364.856445
	Iteration 26Q: 3 clusters Score -989692.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -989750.687500 Penalty: 4364.856445
	Iteration 27Q: 3 clusters Score -989750.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -989793.000000 Penalty: 4364.856445
	Iteration 28Q: 3 clusters Score -989793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -989828.562500 Penalty: 4364.856445
	Iteration 29Q: 3 clusters Score -989828.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -989860.625000 Penalty: 4364.856445
	Iteration 30Q: 3 clusters Score -989860.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -989877.875000 Penalty: 4364.856445
	Iteration 31Q: 3 clusters Score -989877.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -989893.687500 Penalty: 4364.856445
	Iteration 32Q: 3 clusters Score -989893.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -989908.125000 Penalty: 4364.856445
	Iteration 33Q: 3 clusters Score -989908.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -989920.812500 Penalty: 4364.856445
	Iteration 34Q: 3 clusters Score -989920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -989925.500000 Penalty: 4364.856445
	Iteration 35Q: 3 clusters Score -989925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -989932.000000 Penalty: 4364.856445
	Iteration 36Q: 3 clusters Score -989932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -989939.687500 Penalty: 4364.856445
	Iteration 37Q: 3 clusters Score -989939.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -989942.687500 Penalty: 4364.856445
	Iteration 38Q: 3 clusters Score -989942.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -989950.187500 Penalty: 4364.856445
	Iteration 39Q: 3 clusters Score -989950.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -989955.250000 Penalty: 4364.856445
	Iteration 40F: 3 clusters Score -989955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -989959.125000 Penalty: 4364.856445
	Iteration 41Q: 3 clusters Score -989959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -989961.500000 Penalty: 4364.856445
	Iteration 42Q: 3 clusters Score -989961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -989961.500000 Penalty: 4364.856445
	Iteration 43F: 3 clusters Score -989961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95908 members 
Entering Unmasked Estep 
Score: -15139240.000000 Penalty: 2844.843994
	Iteration 0F: 2 clusters Score -1.513924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -15076288.000000 Penalty: 5689.687988
	Iteration 0F: 3 clusters Score -1.507629e+07 nChanged 45315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -15102109.000000 Penalty: 5689.687988
	Iteration 1F: 3 clusters Score -1.510211e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -15103242.000000 Penalty: 5689.687988
	Iteration 2Q: 3 clusters Score -1.510324e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -15104812.000000 Penalty: 5689.687988
	Iteration 3Q: 3 clusters Score -1.510481e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60320 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -15107443.000000 Penalty: 5689.687988
	Iteration 4F: 3 clusters Score -1.510744e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -15111692.000000 Penalty: 5689.687988
	Iteration 5F: 3 clusters Score -1.511169e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -15117686.000000 Penalty: 5689.687988
	Iteration 6F: 3 clusters Score -1.511769e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81445 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -15124824.000000 Penalty: 5689.687988
	Iteration 7F: 3 clusters Score -1.512482e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -15130669.000000 Penalty: 5689.687988
	Iteration 8F: 3 clusters Score -1.513067e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91643 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -15134178.000000 Penalty: 5689.687988
	Iteration 9Q: 3 clusters Score -1.513418e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93543 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -15135782.000000 Penalty: 5689.687988
	Iteration 10Q: 3 clusters Score -1.513578e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15136466.000000 Penalty: 5689.687988
	Iteration 11Q: 3 clusters Score -1.513647e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94765 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -15136801.000000 Penalty: 5689.687988
	Iteration 12Q: 3 clusters Score -1.51368e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -15136868.000000 Penalty: 5689.687988
	Iteration 13Q: 3 clusters Score -1.513687e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15136950.000000 Penalty: 5689.687988
	Iteration 14Q: 3 clusters Score -1.513695e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -15137011.000000 Penalty: 5689.687988
	Iteration 15Q: 3 clusters Score -1.513701e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95124 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -15137044.000000 Penalty: 5689.687988
	Iteration 16Q: 3 clusters Score -1.513704e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -15137075.000000 Penalty: 5689.687988
	Iteration 17Q: 3 clusters Score -1.513708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -15137068.000000 Penalty: 5689.687988
	Iteration 18Q: 3 clusters Score -1.513707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -15137088.000000 Penalty: 5689.687988
	Iteration 19Q: 3 clusters Score -1.513709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95163 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15137092.000000 Penalty: 5689.687988
	Iteration 20F: 3 clusters Score -1.513709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15137100.000000 Penalty: 5689.687988
	Iteration 21Q: 3 clusters Score -1.51371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15137103.000000 Penalty: 5689.687988
	Iteration 22Q: 3 clusters Score -1.51371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -15137099.000000 Penalty: 5689.687988
	Iteration 23Q: 3 clusters Score -1.51371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15137099.000000 Penalty: 5689.687988
	Iteration 24Q: 3 clusters Score -1.51371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -15137099.000000 Penalty: 5689.687988
	Iteration 25F: 3 clusters Score -1.51371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Entering Unmasked Estep 
Score: -6535369.500000 Penalty: 2640.867188
	Iteration 0F: 2 clusters Score -6535370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -6506876.000000 Penalty: 5281.734375
	Iteration 0F: 3 clusters Score -6506876 nChanged 19489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -6517609.500000 Penalty: 5281.734375
	Iteration 1F: 3 clusters Score -6517610 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -6518140.500000 Penalty: 5281.734375
	Iteration 2Q: 3 clusters Score -6518140 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -6518558.000000 Penalty: 5281.734375
	Iteration 3Q: 3 clusters Score -6518558 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -6519045.500000 Penalty: 5281.734375
	Iteration 4Q: 3 clusters Score -6519046 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -6519511.500000 Penalty: 5281.734375
	Iteration 5Q: 3 clusters Score -6519512 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6520061.500000 Penalty: 5281.734375
	Iteration 6Q: 3 clusters Score -6520062 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -6520632.000000 Penalty: 5281.734375
	Iteration 7Q: 3 clusters Score -6520632 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -6521335.500000 Penalty: 5281.734375
	Iteration 8Q: 3 clusters Score -6521336 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -6522188.500000 Penalty: 5281.734375
	Iteration 9Q: 3 clusters Score -6522188 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -6523084.000000 Penalty: 5281.734375
	Iteration 10Q: 3 clusters Score -6523084 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -6523928.000000 Penalty: 5281.734375
	Iteration 11Q: 3 clusters Score -6523928 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -6524681.500000 Penalty: 5281.734375
	Iteration 12Q: 3 clusters Score -6524682 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -6525302.000000 Penalty: 5281.734375
	Iteration 13Q: 3 clusters Score -6525302 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6525763.500000 Penalty: 5281.734375
	Iteration 14Q: 3 clusters Score -6525764 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -6526096.000000 Penalty: 5281.734375
	Iteration 15Q: 3 clusters Score -6526096 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -6526348.500000 Penalty: 5281.734375
	Iteration 16Q: 3 clusters Score -6526348 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -6526608.000000 Penalty: 5281.734375
	Iteration 17Q: 3 clusters Score -6526608 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -6526894.000000 Penalty: 5281.734375
	Iteration 18Q: 3 clusters Score -6526894 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -6527248.000000 Penalty: 5281.734375
	Iteration 19Q: 3 clusters Score -6527248 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -6527574.500000 Penalty: 5281.734375
	Iteration 20F: 3 clusters Score -6527574 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -6527922.000000 Penalty: 5281.734375
	Iteration 21Q: 3 clusters Score -6527922 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -6528296.000000 Penalty: 5281.734375
	Iteration 22Q: 3 clusters Score -6528296 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -6528701.500000 Penalty: 5281.734375
	Iteration 23Q: 3 clusters Score -6528702 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -6529064.500000 Penalty: 5281.734375
	Iteration 24Q: 3 clusters Score -6529064 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -6529490.500000 Penalty: 5281.734375
	Iteration 25Q: 3 clusters Score -6529490 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -6529880.000000 Penalty: 5281.734375
	Iteration 26Q: 3 clusters Score -6529880 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -6530232.000000 Penalty: 5281.734375
	Iteration 27Q: 3 clusters Score -6530232 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -6530624.000000 Penalty: 5281.734375
	Iteration 28Q: 3 clusters Score -6530624 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -6530959.500000 Penalty: 5281.734375
	Iteration 29Q: 3 clusters Score -6530960 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -6531227.000000 Penalty: 5281.734375
	Iteration 30Q: 3 clusters Score -6531227 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -6531499.000000 Penalty: 5281.734375
	Iteration 31Q: 3 clusters Score -6531499 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -6531789.000000 Penalty: 5281.734375
	Iteration 32Q: 3 clusters Score -6531789 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -6532016.000000 Penalty: 5281.734375
	Iteration 33Q: 3 clusters Score -6532016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -6532217.000000 Penalty: 5281.734375
	Iteration 34Q: 3 clusters Score -6532217 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -6532362.500000 Penalty: 5281.734375
	Iteration 35Q: 3 clusters Score -6532362 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -6532498.500000 Penalty: 5281.734375
	Iteration 36Q: 3 clusters Score -6532498 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -6532592.000000 Penalty: 5281.734375
	Iteration 37Q: 3 clusters Score -6532592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -6532665.000000 Penalty: 5281.734375
	Iteration 38Q: 3 clusters Score -6532665 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -6532763.000000 Penalty: 5281.734375
	Iteration 39Q: 3 clusters Score -6532763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -6532831.000000 Penalty: 5281.734375
	Iteration 40F: 3 clusters Score -6532831 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -6532868.000000 Penalty: 5281.734375
	Iteration 41Q: 3 clusters Score -6532868 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -6532895.500000 Penalty: 5281.734375
	Iteration 42Q: 3 clusters Score -6532896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -6532930.000000 Penalty: 5281.734375
	Iteration 43Q: 3 clusters Score -6532930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -6532967.000000 Penalty: 5281.734375
	Iteration 44Q: 3 clusters Score -6532967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -6532998.000000 Penalty: 5281.734375
	Iteration 45Q: 3 clusters Score -6532998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -6533022.500000 Penalty: 5281.734375
	Iteration 46Q: 3 clusters Score -6533022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -6533047.000000 Penalty: 5281.734375
	Iteration 47Q: 3 clusters Score -6533047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -6533069.500000 Penalty: 5281.734375
	Iteration 48Q: 3 clusters Score -6533070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -6533082.000000 Penalty: 5281.734375
	Iteration 49Q: 3 clusters Score -6533082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -6533105.000000 Penalty: 5281.734375
	Iteration 50Q: 3 clusters Score -6533105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -6533112.500000 Penalty: 5281.734375
	Iteration 51Q: 3 clusters Score -6533112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -6533112.500000 Penalty: 5281.734375
	Iteration 52Q: 3 clusters Score -6533112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -6533108.500000 Penalty: 5281.734375
	Iteration 53Q: 3 clusters Score -6533108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -6533114.000000 Penalty: 5281.734375
	Iteration 54Q: 3 clusters Score -6533114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -6533119.500000 Penalty: 5281.734375
	Iteration 55Q: 3 clusters Score -6533120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -6533122.000000 Penalty: 5281.734375
	Iteration 56Q: 3 clusters Score -6533122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6533133.500000 Penalty: 5281.734375
	Iteration 57Q: 3 clusters Score -6533134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -6533133.500000 Penalty: 5281.734375
	Iteration 58Q: 3 clusters Score -6533134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -6533133.000000 Penalty: 5281.734375
	Iteration 59Q: 3 clusters Score -6533133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -6533137.000000 Penalty: 5281.734375
	Iteration 60F: 3 clusters Score -6533137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -6533136.500000 Penalty: 5281.734375
	Iteration 61Q: 3 clusters Score -6533136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -6533145.000000 Penalty: 5281.734375
	Iteration 62Q: 3 clusters Score -6533145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -6533145.000000 Penalty: 5281.734375
	Iteration 63Q: 3 clusters Score -6533145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -6533139.500000 Penalty: 5281.734375
	Iteration 64Q: 3 clusters Score -6533140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -6533138.500000 Penalty: 5281.734375
	Iteration 65Q: 3 clusters Score -6533138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -6533138.500000 Penalty: 5281.734375
	Iteration 66F: 3 clusters Score -6533138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -23245.519531 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -23245.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22195.964844 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -22195.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22239.671875 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -22239.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22254.226562 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22254.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22267.384766 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -22267.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22278.816406 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -22278.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22278.816406 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -22278.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -138719.812500 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -138719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136786.843750 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -136786.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137123.671875 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -137123.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137234.250000 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -137234.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137293.828125 Penalty: 3433.142334
	Iteration 3Q: 3 clusters Score -137293.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137325.000000 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -137325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137367.406250 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -137367.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137422.734375 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -137422.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137492.828125 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -137492.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -137542.062500 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -137542.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -137592.796875 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -137592.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137653.578125 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -137653.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137727.234375 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -137727.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -137832.828125 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -137832.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137934.125000 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -137934.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -138035.671875 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -138035.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -138131.500000 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -138131.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -138202.265625 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -138202.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -138229.484375 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -138229.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138249.203125 Penalty: 3433.142334
	Iteration 18Q: 3 clusters Score -138249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -138265.750000 Penalty: 3433.142334
	Iteration 19Q: 3 clusters Score -138265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -138293.421875 Penalty: 3433.142334
	Iteration 20F: 3 clusters Score -138293.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -138308.281250 Penalty: 3433.142334
	Iteration 21Q: 3 clusters Score -138308.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138322.281250 Penalty: 3433.142334
	Iteration 22Q: 3 clusters Score -138322.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -138331.000000 Penalty: 3433.142334
	Iteration 23Q: 3 clusters Score -138331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -138340.875000 Penalty: 3433.142334
	Iteration 24Q: 3 clusters Score -138340.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -138358.312500 Penalty: 3433.142334
	Iteration 25Q: 3 clusters Score -138358.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138374.468750 Penalty: 3433.142334
	Iteration 26Q: 3 clusters Score -138374.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -138385.625000 Penalty: 3433.142334
	Iteration 27Q: 3 clusters Score -138385.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -138396.656250 Penalty: 3433.142334
	Iteration 28Q: 3 clusters Score -138396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -138404.109375 Penalty: 3433.142334
	Iteration 29Q: 3 clusters Score -138404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -138410.734375 Penalty: 3433.142334
	Iteration 30Q: 3 clusters Score -138410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -138430.093750 Penalty: 3433.142334
	Iteration 31Q: 3 clusters Score -138430.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -138435.937500 Penalty: 3433.142334
	Iteration 32Q: 3 clusters Score -138435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138438.437500 Penalty: 3433.142334
	Iteration 33Q: 3 clusters Score -138438.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138439.734375 Penalty: 3433.142334
	Iteration 34Q: 3 clusters Score -138439.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138441.078125 Penalty: 3433.142334
	Iteration 35Q: 3 clusters Score -138441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -138441.406250 Penalty: 3433.142334
	Iteration 36Q: 3 clusters Score -138441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -138441.406250 Penalty: 3433.142334
	Iteration 37F: 3 clusters Score -138441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -81777.007812 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -81777.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80196.937500 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -80196.94 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80419.406250 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -80419.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80484.023438 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -80484.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80539.875000 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -80539.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80585.765625 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -80585.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80623.335938 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -80623.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -80641.703125 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -80641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80655.007812 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -80655.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80662.429688 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -80662.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80687.546875 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -80687.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80702.640625 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -80702.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80712.273438 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -80712.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80717.679688 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -80717.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80717.679688 Penalty: 3188.340332
	Iteration 13F: 3 clusters Score -80717.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -92587.117188 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -92587.12 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 327 members 
Entering Unmasked Estep 
Score: -90958.140625 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -90958.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91174.195312 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -91174.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91256.664062 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -91256.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91290.828125 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -91290.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91310.546875 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -91310.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91324.257812 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -91324.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91331.812500 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -91331.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91333.484375 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -91333.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91334.914062 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -91334.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91336.562500 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -91336.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -91336.562500 Penalty: 3217.135742
	Iteration 10F: 3 clusters Score -91336.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -213267.296875 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -213267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -210961.421875 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -210961.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -211392.500000 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -211392.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -211560.640625 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -211560.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -211644.484375 Penalty: 3618.684570
	Iteration 3F: 3 clusters Score -211644.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -211705.218750 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -211705.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -211784.187500 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -211784.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -211855.578125 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -211855.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -211919.281250 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -211919.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -211966.359375 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -211966.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212007.828125 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -212007.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212041.687500 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -212041.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -212062.093750 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -212062.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -212082.953125 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -212083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -212101.593750 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -212101.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -212115.765625 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -212115.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -212123.937500 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -212123.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -212129.203125 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -212129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -212135.437500 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -212135.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -212154.796875 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -212154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212189.625000 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -212189.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -212223.046875 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -212223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -212235.671875 Penalty: 3618.684570
	Iteration 21Q: 3 clusters Score -212235.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -212245.859375 Penalty: 3618.684570
	Iteration 22Q: 3 clusters Score -212245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212248.453125 Penalty: 3618.684570
	Iteration 23Q: 3 clusters Score -212248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -212248.703125 Penalty: 3618.684570
	Iteration 24Q: 3 clusters Score -212248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212250.468750 Penalty: 3618.684570
	Iteration 25Q: 3 clusters Score -212250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212250.468750 Penalty: 3618.684570
	Iteration 26F: 3 clusters Score -212250.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -1479165.375000 Penalty: 2271.130371
	Iteration 0F: 2 clusters Score -1479165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1471883.125000 Penalty: 4542.260742
	Iteration 0F: 3 clusters Score -1471883 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1473843.000000 Penalty: 4542.260742
	Iteration 1F: 3 clusters Score -1473843 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1474085.000000 Penalty: 4542.260742
	Iteration 2F: 3 clusters Score -1474085 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1474241.250000 Penalty: 4542.260742
	Iteration 3Q: 3 clusters Score -1474241 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1474381.750000 Penalty: 4542.260742
	Iteration 4Q: 3 clusters Score -1474382 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1474488.500000 Penalty: 4542.260742
	Iteration 5Q: 3 clusters Score -1474488 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1474594.000000 Penalty: 4542.260742
	Iteration 6Q: 3 clusters Score -1474594 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1474684.375000 Penalty: 4542.260742
	Iteration 7Q: 3 clusters Score -1474684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1474782.750000 Penalty: 4542.260742
	Iteration 8Q: 3 clusters Score -1474783 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1474867.750000 Penalty: 4542.260742
	Iteration 9Q: 3 clusters Score -1474868 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1474948.250000 Penalty: 4542.260742
	Iteration 10Q: 3 clusters Score -1474948 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1475019.625000 Penalty: 4542.260742
	Iteration 11Q: 3 clusters Score -1475020 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1475087.375000 Penalty: 4542.260742
	Iteration 12Q: 3 clusters Score -1475087 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1475163.125000 Penalty: 4542.260742
	Iteration 13Q: 3 clusters Score -1475163 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1475253.500000 Penalty: 4542.260742
	Iteration 14Q: 3 clusters Score -1475254 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1475355.375000 Penalty: 4542.260742
	Iteration 15Q: 3 clusters Score -1475355 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1475452.500000 Penalty: 4542.260742
	Iteration 16Q: 3 clusters Score -1475452 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1475591.250000 Penalty: 4542.260742
	Iteration 17Q: 3 clusters Score -1475591 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1475752.625000 Penalty: 4542.260742
	Iteration 18Q: 3 clusters Score -1475753 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1475911.250000 Penalty: 4542.260742
	Iteration 19Q: 3 clusters Score -1475911 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1476092.250000 Penalty: 4542.260742
	Iteration 20F: 3 clusters Score -1476092 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1476310.000000 Penalty: 4542.260742
	Iteration 21Q: 3 clusters Score -1476310 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1476512.875000 Penalty: 4542.260742
	Iteration 22Q: 3 clusters Score -1476513 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1476675.375000 Penalty: 4542.260742
	Iteration 23Q: 3 clusters Score -1476675 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1476848.000000 Penalty: 4542.260742
	Iteration 24Q: 3 clusters Score -1476848 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1477004.625000 Penalty: 4542.260742
	Iteration 25Q: 3 clusters Score -1477005 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1477119.875000 Penalty: 4542.260742
	Iteration 26Q: 3 clusters Score -1477120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1477194.500000 Penalty: 4542.260742
	Iteration 27Q: 3 clusters Score -1477194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1477251.000000 Penalty: 4542.260742
	Iteration 28Q: 3 clusters Score -1477251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1477284.750000 Penalty: 4542.260742
	Iteration 29Q: 3 clusters Score -1477285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1477311.125000 Penalty: 4542.260742
	Iteration 30Q: 3 clusters Score -1477311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1477327.500000 Penalty: 4542.260742
	Iteration 31Q: 3 clusters Score -1477328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1477340.375000 Penalty: 4542.260742
	Iteration 32Q: 3 clusters Score -1477340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1477348.375000 Penalty: 4542.260742
	Iteration 33Q: 3 clusters Score -1477348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1477355.875000 Penalty: 4542.260742
	Iteration 34Q: 3 clusters Score -1477356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1477361.375000 Penalty: 4542.260742
	Iteration 35Q: 3 clusters Score -1477361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1477363.125000 Penalty: 4542.260742
	Iteration 36Q: 3 clusters Score -1477363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1477368.000000 Penalty: 4542.260742
	Iteration 37Q: 3 clusters Score -1477368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1477369.375000 Penalty: 4542.260742
	Iteration 38Q: 3 clusters Score -1477369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1477369.375000 Penalty: 4542.260742
	Iteration 39F: 3 clusters Score -1477369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -31554.060547 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -31554.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30374.662109 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -30374.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30535.173828 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -30535.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30595.875000 Penalty: 2752.341797
	Iteration 2F: 3 clusters Score -30595.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30612.457031 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -30612.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30644.029297 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -30644.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30665.556641 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -30665.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30700.222656 Penalty: 2752.341797
	Iteration 6Q: 3 clusters Score -30700.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30796.189453 Penalty: 2752.341797
	Iteration 7Q: 3 clusters Score -30796.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30864.718750 Penalty: 2752.341797
	Iteration 8Q: 3 clusters Score -30864.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30918.984375 Penalty: 2752.341797
	Iteration 9Q: 3 clusters Score -30918.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30996.291016 Penalty: 2752.341797
	Iteration 10Q: 3 clusters Score -30996.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31008.935547 Penalty: 2752.341797
	Iteration 11Q: 3 clusters Score -31008.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31008.935547 Penalty: 2752.341797
	Iteration 12F: 3 clusters Score -31008.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -14116.517578 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -14116.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13405.923828 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -13405.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13718.158203 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -13718.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13771.155273 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -13771.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13773.857422 Penalty: 2481.957275
	Iteration 3Q: 3 clusters Score -13773.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -13773.857422 Penalty: 2481.957275
	Iteration 4F: 3 clusters Score -13773.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -594685.062500 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -594685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -590879.937500 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -590879.9 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -591680.125000 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -591680.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -591900.937500 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -591900.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -592024.187500 Penalty: 4092.954590
	Iteration 3F: 3 clusters Score -592024.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -592101.937500 Penalty: 4092.954590
	Iteration 4Q: 3 clusters Score -592101.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -592155.937500 Penalty: 4092.954590
	Iteration 5Q: 3 clusters Score -592155.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -592187.500000 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -592187.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -592215.875000 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -592215.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -592240.187500 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -592240.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -592261.000000 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -592261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -592278.937500 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -592278.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -592295.687500 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -592295.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -592308.437500 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -592308.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -592324.500000 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -592324.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -592339.625000 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -592339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -592347.125000 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -592347.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -592357.187500 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -592357.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -592364.000000 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -592364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -592373.562500 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -592373.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -592383.812500 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -592383.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -592393.562500 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -592393.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -592405.875000 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -592405.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -592417.187500 Penalty: 4092.954590
	Iteration 22Q: 3 clusters Score -592417.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -592426.812500 Penalty: 4092.954590
	Iteration 23Q: 3 clusters Score -592426.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -592434.187500 Penalty: 4092.954590
	Iteration 24Q: 3 clusters Score -592434.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -592443.562500 Penalty: 4092.954590
	Iteration 25Q: 3 clusters Score -592443.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -592450.625000 Penalty: 4092.954590
	Iteration 26Q: 3 clusters Score -592450.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -592463.812500 Penalty: 4092.954590
	Iteration 27Q: 3 clusters Score -592463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -592471.250000 Penalty: 4092.954590
	Iteration 28Q: 3 clusters Score -592471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -592480.375000 Penalty: 4092.954590
	Iteration 29Q: 3 clusters Score -592480.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -592493.812500 Penalty: 4092.954590
	Iteration 30Q: 3 clusters Score -592493.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -592504.187500 Penalty: 4092.954590
	Iteration 31Q: 3 clusters Score -592504.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -592518.625000 Penalty: 4092.954590
	Iteration 32Q: 3 clusters Score -592518.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -592529.937500 Penalty: 4092.954590
	Iteration 33Q: 3 clusters Score -592529.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -592540.375000 Penalty: 4092.954590
	Iteration 34Q: 3 clusters Score -592540.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -592549.937500 Penalty: 4092.954590
	Iteration 35Q: 3 clusters Score -592549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -592554.625000 Penalty: 4092.954590
	Iteration 36Q: 3 clusters Score -592554.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -592559.625000 Penalty: 4092.954590
	Iteration 37Q: 3 clusters Score -592559.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -592562.375000 Penalty: 4092.954590
	Iteration 38Q: 3 clusters Score -592562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -592566.312500 Penalty: 4092.954590
	Iteration 39Q: 3 clusters Score -592566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -592570.062500 Penalty: 4092.954590
	Iteration 40F: 3 clusters Score -592570.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -592574.812500 Penalty: 4092.954590
	Iteration 41Q: 3 clusters Score -592574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -592580.625000 Penalty: 4092.954590
	Iteration 42Q: 3 clusters Score -592580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -592586.062500 Penalty: 4092.954590
	Iteration 43Q: 3 clusters Score -592586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -592587.875000 Penalty: 4092.954590
	Iteration 44Q: 3 clusters Score -592587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -592591.375000 Penalty: 4092.954590
	Iteration 45Q: 3 clusters Score -592591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -592596.312500 Penalty: 4092.954590
	Iteration 46Q: 3 clusters Score -592596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -592600.125000 Penalty: 4092.954590
	Iteration 47Q: 3 clusters Score -592600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -592605.625000 Penalty: 4092.954590
	Iteration 48Q: 3 clusters Score -592605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -592607.750000 Penalty: 4092.954590
	Iteration 49Q: 3 clusters Score -592607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -592610.750000 Penalty: 4092.954590
	Iteration 50Q: 3 clusters Score -592610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -592612.375000 Penalty: 4092.954590
	Iteration 51Q: 3 clusters Score -592612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -592615.062500 Penalty: 4092.954590
	Iteration 52Q: 3 clusters Score -592615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -592617.625000 Penalty: 4092.954590
	Iteration 53Q: 3 clusters Score -592617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -592618.625000 Penalty: 4092.954590
	Iteration 54Q: 3 clusters Score -592618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -592621.687500 Penalty: 4092.954590
	Iteration 55Q: 3 clusters Score -592621.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -592626.375000 Penalty: 4092.954590
	Iteration 56Q: 3 clusters Score -592626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -592628.187500 Penalty: 4092.954590
	Iteration 57Q: 3 clusters Score -592628.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -592632.000000 Penalty: 4092.954590
	Iteration 58Q: 3 clusters Score -592632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -592633.937500 Penalty: 4092.954590
	Iteration 59Q: 3 clusters Score -592633.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -592640.562500 Penalty: 4092.954590
	Iteration 60F: 3 clusters Score -592640.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -592646.937500 Penalty: 4092.954590
	Iteration 61Q: 3 clusters Score -592646.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -592655.187500 Penalty: 4092.954590
	Iteration 62Q: 3 clusters Score -592655.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -592660.187500 Penalty: 4092.954590
	Iteration 63Q: 3 clusters Score -592660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -592663.562500 Penalty: 4092.954590
	Iteration 64Q: 3 clusters Score -592663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -592665.375000 Penalty: 4092.954590
	Iteration 65Q: 3 clusters Score -592665.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -592666.375000 Penalty: 4092.954590
	Iteration 66Q: 3 clusters Score -592666.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -592669.812500 Penalty: 4092.954590
	Iteration 67Q: 3 clusters Score -592669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -592674.500000 Penalty: 4092.954590
	Iteration 68Q: 3 clusters Score -592674.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -592676.937500 Penalty: 4092.954590
	Iteration 69Q: 3 clusters Score -592676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -592680.375000 Penalty: 4092.954590
	Iteration 70Q: 3 clusters Score -592680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -592684.375000 Penalty: 4092.954590
	Iteration 71Q: 3 clusters Score -592684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -592686.500000 Penalty: 4092.954590
	Iteration 72Q: 3 clusters Score -592686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -592686.937500 Penalty: 4092.954590
	Iteration 73Q: 3 clusters Score -592686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -592688.875000 Penalty: 4092.954590
	Iteration 74Q: 3 clusters Score -592688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -592688.937500 Penalty: 4092.954590
	Iteration 75Q: 3 clusters Score -592688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -592692.187500 Penalty: 4092.954590
	Iteration 76Q: 3 clusters Score -592692.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -592695.937500 Penalty: 4092.954590
	Iteration 77Q: 3 clusters Score -592695.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -592700.062500 Penalty: 4092.954590
	Iteration 78Q: 3 clusters Score -592700.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -592705.125000 Penalty: 4092.954590
	Iteration 79Q: 3 clusters Score -592705.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -592710.750000 Penalty: 4092.954590
	Iteration 80F: 3 clusters Score -592710.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -592718.312500 Penalty: 4092.954590
	Iteration 81Q: 3 clusters Score -592718.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -592725.312500 Penalty: 4092.954590
	Iteration 82Q: 3 clusters Score -592725.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -592729.625000 Penalty: 4092.954590
	Iteration 83Q: 3 clusters Score -592729.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -592738.125000 Penalty: 4092.954590
	Iteration 84Q: 3 clusters Score -592738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -592741.625000 Penalty: 4092.954590
	Iteration 85Q: 3 clusters Score -592741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -592745.437500 Penalty: 4092.954590
	Iteration 86Q: 3 clusters Score -592745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -592746.625000 Penalty: 4092.954590
	Iteration 87Q: 3 clusters Score -592746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -592747.750000 Penalty: 4092.954590
	Iteration 88Q: 3 clusters Score -592747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -592747.875000 Penalty: 4092.954590
	Iteration 89Q: 3 clusters Score -592747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -592748.625000 Penalty: 4092.954590
	Iteration 90Q: 3 clusters Score -592748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -592748.562500 Penalty: 4092.954590
	Iteration 91Q: 3 clusters Score -592748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -592748.562500 Penalty: 4092.954590
	Iteration 92F: 3 clusters Score -592748.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Entering Unmasked Estep 
Score: -2274495.000000 Penalty: 2375.627197
	Iteration 0F: 2 clusters Score -2274495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2263877.500000 Penalty: 4751.254395
	Iteration 0F: 3 clusters Score -2263878 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2267262.250000 Penalty: 4751.254395
	Iteration 1F: 3 clusters Score -2267262 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2267681.250000 Penalty: 4751.254395
	Iteration 2F: 3 clusters Score -2267681 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2268074.000000 Penalty: 4751.254395
	Iteration 3F: 3 clusters Score -2268074 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2268489.500000 Penalty: 4751.254395
	Iteration 4F: 3 clusters Score -2268490 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2268974.000000 Penalty: 4751.254395
	Iteration 5F: 3 clusters Score -2268974 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2269515.250000 Penalty: 4751.254395
	Iteration 6F: 3 clusters Score -2269515 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2270093.250000 Penalty: 4751.254395
	Iteration 7F: 3 clusters Score -2270093 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2270626.000000 Penalty: 4751.254395
	Iteration 8Q: 3 clusters Score -2270626 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2271106.750000 Penalty: 4751.254395
	Iteration 9Q: 3 clusters Score -2271107 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2271575.250000 Penalty: 4751.254395
	Iteration 10Q: 3 clusters Score -2271575 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2271950.250000 Penalty: 4751.254395
	Iteration 11Q: 3 clusters Score -2271950 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2272245.500000 Penalty: 4751.254395
	Iteration 12Q: 3 clusters Score -2272246 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2272418.000000 Penalty: 4751.254395
	Iteration 13Q: 3 clusters Score -2272418 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2272520.000000 Penalty: 4751.254395
	Iteration 14Q: 3 clusters Score -2272520 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2272595.250000 Penalty: 4751.254395
	Iteration 15Q: 3 clusters Score -2272595 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2272663.750000 Penalty: 4751.254395
	Iteration 16Q: 3 clusters Score -2272664 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -2272697.750000 Penalty: 4751.254395
	Iteration 17Q: 3 clusters Score -2272698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2272730.000000 Penalty: 4751.254395
	Iteration 18Q: 3 clusters Score -2272730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2272767.000000 Penalty: 4751.254395
	Iteration 19Q: 3 clusters Score -2272767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2272787.500000 Penalty: 4751.254395
	Iteration 20F: 3 clusters Score -2272788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2272810.000000 Penalty: 4751.254395
	Iteration 21Q: 3 clusters Score -2272810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2272817.750000 Penalty: 4751.254395
	Iteration 22Q: 3 clusters Score -2272818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2272832.500000 Penalty: 4751.254395
	Iteration 23Q: 3 clusters Score -2272832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2272843.000000 Penalty: 4751.254395
	Iteration 24Q: 3 clusters Score -2272843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2272851.750000 Penalty: 4751.254395
	Iteration 25Q: 3 clusters Score -2272852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2272860.000000 Penalty: 4751.254395
	Iteration 26Q: 3 clusters Score -2272860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2272861.750000 Penalty: 4751.254395
	Iteration 27Q: 3 clusters Score -2272862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2272868.000000 Penalty: 4751.254395
	Iteration 28Q: 3 clusters Score -2272868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2272874.750000 Penalty: 4751.254395
	Iteration 29Q: 3 clusters Score -2272875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2272875.500000 Penalty: 4751.254395
	Iteration 30Q: 3 clusters Score -2272876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2272877.500000 Penalty: 4751.254395
	Iteration 31Q: 3 clusters Score -2272878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2272885.250000 Penalty: 4751.254395
	Iteration 32Q: 3 clusters Score -2272885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2272885.250000 Penalty: 4751.254395
	Iteration 33Q: 3 clusters Score -2272885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2272885.750000 Penalty: 4751.254395
	Iteration 34Q: 3 clusters Score -2272886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2272887.250000 Penalty: 4751.254395
	Iteration 35Q: 3 clusters Score -2272887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2272888.000000 Penalty: 4751.254395
	Iteration 36Q: 3 clusters Score -2272888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2272886.500000 Penalty: 4751.254395
	Iteration 37Q: 3 clusters Score -2272886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2272887.000000 Penalty: 4751.254395
	Iteration 38Q: 3 clusters Score -2272887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2272887.000000 Penalty: 4751.254395
	Iteration 39F: 3 clusters Score -2272887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -109918.156250 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -109918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108172.343750 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -108172.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -108471.710938 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -108471.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108571.765625 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -108571.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108646.828125 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -108646.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108727.656250 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -108727.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108781.296875 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -108781.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108833.453125 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -108833.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -108871.742188 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -108871.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -108913.664062 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -108913.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108930.703125 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -108930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -108949.328125 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -108949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108961.578125 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -108961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108973.335938 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -108973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108984.687500 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -108984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -108994.773438 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -108994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -109007.421875 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -109007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109024.031250 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -109024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -109044.710938 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -109044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -109049.015625 Penalty: 3308.071045
	Iteration 18Q: 3 clusters Score -109049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -109049.906250 Penalty: 3308.071045
	Iteration 19Q: 3 clusters Score -109049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -109050.765625 Penalty: 3308.071045
	Iteration 20F: 3 clusters Score -109050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124885 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2717 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140021 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34028 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95908 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1014 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718952.000000 Penalty: 114959.039062
Iteration 359Q: 36 clusters Score -8.671895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124894 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 140009 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34027 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95909 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718928.000000 Penalty: 114959.039062
Iteration 360F: 36 clusters Score -8.671893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124904 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139998 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34027 members 
Mstep: Class 22 contains 6635 members 
Mstep: Class 23 contains 95912 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718880.000000 Penalty: 114959.039062
Iteration 361Q: 36 clusters Score -8.671888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124911 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139989 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34027 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95915 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718840.000000 Penalty: 114959.039062
Iteration 362Q: 36 clusters Score -8.671884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9687 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124918 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139978 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34027 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95918 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718824.000000 Penalty: 114959.039062
Iteration 363Q: 36 clusters Score -8.671882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9686 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124925 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139971 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34027 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95919 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718832.000000 Penalty: 114959.039062
Iteration 364Q: 36 clusters Score -8.671883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124932 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139965 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95920 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718792.000000 Penalty: 114959.039062
Iteration 365Q: 36 clusters Score -8.671879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124939 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139959 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95919 members 
Mstep: Class 24 contains 42135 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718808.000000 Penalty: 114959.039062
Iteration 366Q: 36 clusters Score -8.671881e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9685 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124948 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139946 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95922 members 
Mstep: Class 24 contains 42135 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718816.000000 Penalty: 114959.039062
Iteration 367Q: 36 clusters Score -8.671882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124959 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139936 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95920 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718840.000000 Penalty: 114959.039062
Iteration 368Q: 36 clusters Score -8.671884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9683 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124967 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139930 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95918 members 
Mstep: Class 24 contains 42137 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718832.000000 Penalty: 114959.039062
Iteration 369Q: 36 clusters Score -8.671883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124973 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139929 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95915 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3836 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718856.000000 Penalty: 114959.039062
Iteration 370Q: 36 clusters Score -8.671886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124977 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139924 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95916 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3835 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718848.000000 Penalty: 114959.039062
Iteration 371Q: 36 clusters Score -8.671885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9681 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124982 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139920 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19362 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95916 members 
Mstep: Class 24 contains 42136 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9487 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3833 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718832.000000 Penalty: 114959.039062
Iteration 372Q: 36 clusters Score -8.671883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124987 members 
Mstep: Class 12 contains 4329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139916 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19364 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95916 members 
Mstep: Class 24 contains 42135 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9488 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3830 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718800.000000 Penalty: 114959.039062
Iteration 373Q: 36 clusters Score -8.67188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 124994 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139911 members 
Mstep: Class 17 contains 13156 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95916 members 
Mstep: Class 24 contains 42134 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718864.000000 Penalty: 114959.039062
Iteration 374Q: 36 clusters Score -8.671886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125007 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139899 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34025 members 
Mstep: Class 22 contains 6634 members 
Mstep: Class 23 contains 95919 members 
Mstep: Class 24 contains 42133 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14463 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718880.000000 Penalty: 114959.039062
Iteration 375Q: 36 clusters Score -8.671888e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125025 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139882 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34025 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95920 members 
Mstep: Class 24 contains 42133 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9490 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14463 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718864.000000 Penalty: 114959.039062
Iteration 376Q: 36 clusters Score -8.671886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125036 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139870 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95919 members 
Mstep: Class 24 contains 42134 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14462 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718840.000000 Penalty: 114959.039062
Iteration 377Q: 36 clusters Score -8.671884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7755 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125049 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139862 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95917 members 
Mstep: Class 24 contains 42132 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718856.000000 Penalty: 114959.039062
Iteration 378Q: 36 clusters Score -8.671886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125065 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139850 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95914 members 
Mstep: Class 24 contains 42131 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718880.000000 Penalty: 114959.039062
Iteration 379Q: 36 clusters Score -8.671888e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125083 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139833 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95911 members 
Mstep: Class 24 contains 42132 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718912.000000 Penalty: 114959.039062
Iteration 380F: 36 clusters Score -8.671891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7756 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125096 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139820 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34024 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95914 members 
Mstep: Class 24 contains 42131 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14460 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718856.000000 Penalty: 114959.039062
Iteration 381Q: 36 clusters Score -8.671886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7757 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125102 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139812 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34024 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95915 members 
Mstep: Class 24 contains 42133 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718880.000000 Penalty: 114959.039062
Iteration 382Q: 36 clusters Score -8.671888e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7758 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125111 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139802 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34024 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95916 members 
Mstep: Class 24 contains 42133 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718864.000000 Penalty: 114959.039062
Iteration 383Q: 36 clusters Score -8.671886e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7759 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125115 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139800 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34023 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95914 members 
Mstep: Class 24 contains 42133 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718856.000000 Penalty: 114959.039062
Iteration 384Q: 36 clusters Score -8.671886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125117 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139800 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34022 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95911 members 
Mstep: Class 24 contains 42134 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718872.000000 Penalty: 114959.039062
Iteration 385Q: 36 clusters Score -8.671887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125121 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139797 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34021 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 95909 members 
Mstep: Class 24 contains 42135 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718920.000000 Penalty: 114959.039062
Iteration 386Q: 36 clusters Score -8.671892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9677 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125131 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139794 members 
Mstep: Class 17 contains 13154 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34021 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95907 members 
Mstep: Class 24 contains 42133 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718896.000000 Penalty: 114959.039062
Iteration 387Q: 36 clusters Score -8.67189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9677 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125141 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139790 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34020 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95904 members 
Mstep: Class 24 contains 42131 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718896.000000 Penalty: 114959.039062
Iteration 388Q: 36 clusters Score -8.67189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125154 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139784 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34020 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95900 members 
Mstep: Class 24 contains 42130 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718960.000000 Penalty: 114959.039062
Iteration 389Q: 36 clusters Score -8.671896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125167 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139772 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34020 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95896 members 
Mstep: Class 24 contains 42132 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 390Q: 36 clusters Score -8.671898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125176 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139769 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34020 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95891 members 
Mstep: Class 24 contains 42131 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719000.000000 Penalty: 114959.039062
Iteration 391Q: 36 clusters Score -8.6719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125190 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139760 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 34019 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95887 members 
Mstep: Class 24 contains 42132 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718944.000000 Penalty: 114959.039062
Iteration 392Q: 36 clusters Score -8.671894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125204 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139752 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34018 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95883 members 
Mstep: Class 24 contains 42132 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719000.000000 Penalty: 114959.039062
Iteration 393Q: 36 clusters Score -8.6719e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125220 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139737 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34017 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95883 members 
Mstep: Class 24 contains 42132 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719000.000000 Penalty: 114959.039062
Iteration 394Q: 36 clusters Score -8.6719e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125247 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139721 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34016 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95878 members 
Mstep: Class 24 contains 42128 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 395Q: 36 clusters Score -8.671898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125266 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139708 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34016 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95880 members 
Mstep: Class 24 contains 42123 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14455 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718968.000000 Penalty: 114959.039062
Iteration 396Q: 36 clusters Score -8.671897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125281 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139695 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42121 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14455 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 397Q: 36 clusters Score -8.671898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125290 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139691 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34014 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95882 members 
Mstep: Class 24 contains 42116 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14455 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718952.000000 Penalty: 114959.039062
Iteration 398Q: 36 clusters Score -8.671895e+07 nChanged 8
Entering ConstructFrom: 
Score: -86718952.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -1196772.750000 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -1196773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1190283.250000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -1190283 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1192114.875000 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -1192115 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1192433.250000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -1192433 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1192694.000000 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -1192694 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1192913.125000 Penalty: 4466.010742
	Iteration 4Q: 3 clusters Score -1192913 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1193176.000000 Penalty: 4466.010742
	Iteration 5Q: 3 clusters Score -1193176 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1193569.875000 Penalty: 4466.010742
	Iteration 6F: 3 clusters Score -1193570 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1194073.000000 Penalty: 4466.010742
	Iteration 7F: 3 clusters Score -1194073 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1194562.500000 Penalty: 4466.010742
	Iteration 8F: 3 clusters Score -1194562 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1195011.250000 Penalty: 4466.010742
	Iteration 9F: 3 clusters Score -1195011 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1195328.625000 Penalty: 4466.010742
	Iteration 10F: 3 clusters Score -1195329 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1195517.125000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -1195517 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1195638.750000 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -1195639 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1195713.000000 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -1195713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1195754.500000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -1195754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1195781.875000 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -1195782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1195797.375000 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -1195797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1195812.750000 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -1195813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1195819.625000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -1195820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1195828.000000 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -1195828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1195845.875000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -1195846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1195857.875000 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -1195858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1195870.375000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -1195870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1195881.500000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -1195882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1195887.625000 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -1195888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1195891.125000 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -1195891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1195894.125000 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -1195894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1195893.875000 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -1195894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1195895.125000 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -1195895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1195895.500000 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -1195896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1195895.875000 Penalty: 4466.010742
	Iteration 30Q: 3 clusters Score -1195896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1195899.500000 Penalty: 4466.010742
	Iteration 31Q: 3 clusters Score -1195900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1195902.250000 Penalty: 4466.010742
	Iteration 32Q: 3 clusters Score -1195902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1195901.625000 Penalty: 4466.010742
	Iteration 33Q: 3 clusters Score -1195902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1195902.000000 Penalty: 4466.010742
	Iteration 34Q: 3 clusters Score -1195902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1195906.375000 Penalty: 4466.010742
	Iteration 35Q: 3 clusters Score -1195906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1195908.500000 Penalty: 4466.010742
	Iteration 36Q: 3 clusters Score -1195908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1195910.500000 Penalty: 4466.010742
	Iteration 37Q: 3 clusters Score -1195910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1195910.625000 Penalty: 4466.010742
	Iteration 38Q: 3 clusters Score -1195911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1195911.250000 Penalty: 4466.010742
	Iteration 39Q: 3 clusters Score -1195911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1195910.750000 Penalty: 4466.010742
	Iteration 40F: 3 clusters Score -1195911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1195912.000000 Penalty: 4466.010742
	Iteration 41Q: 3 clusters Score -1195912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1195915.250000 Penalty: 4466.010742
	Iteration 42Q: 3 clusters Score -1195915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1195917.875000 Penalty: 4466.010742
	Iteration 43Q: 3 clusters Score -1195918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1195918.000000 Penalty: 4466.010742
	Iteration 44Q: 3 clusters Score -1195918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1195919.125000 Penalty: 4466.010742
	Iteration 45Q: 3 clusters Score -1195919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1195919.750000 Penalty: 4466.010742
	Iteration 46Q: 3 clusters Score -1195920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1195923.375000 Penalty: 4466.010742
	Iteration 47Q: 3 clusters Score -1195923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1195922.500000 Penalty: 4466.010742
	Iteration 48Q: 3 clusters Score -1195922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1195923.000000 Penalty: 4466.010742
	Iteration 49Q: 3 clusters Score -1195923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1195925.375000 Penalty: 4466.010742
	Iteration 50Q: 3 clusters Score -1195925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1195927.500000 Penalty: 4466.010742
	Iteration 51Q: 3 clusters Score -1195928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1195926.375000 Penalty: 4466.010742
	Iteration 52Q: 3 clusters Score -1195926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1195927.500000 Penalty: 4466.010742
	Iteration 53Q: 3 clusters Score -1195928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1195928.125000 Penalty: 4466.010742
	Iteration 54Q: 3 clusters Score -1195928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1195928.000000 Penalty: 4466.010742
	Iteration 55Q: 3 clusters Score -1195928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1195930.125000 Penalty: 4466.010742
	Iteration 56Q: 3 clusters Score -1195930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1195930.125000 Penalty: 4466.010742
	Iteration 57F: 3 clusters Score -1195930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -1531765.625000 Penalty: 2275.970459
	Iteration 0F: 2 clusters Score -1531766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1524345.000000 Penalty: 4551.940918
	Iteration 0F: 3 clusters Score -1524345 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1526629.375000 Penalty: 4551.940918
	Iteration 1F: 3 clusters Score -1526629 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1527161.875000 Penalty: 4551.940918
	Iteration 2F: 3 clusters Score -1527162 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1527594.000000 Penalty: 4551.940918
	Iteration 3F: 3 clusters Score -1527594 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1528006.250000 Penalty: 4551.940918
	Iteration 4F: 3 clusters Score -1528006 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1528467.625000 Penalty: 4551.940918
	Iteration 5F: 3 clusters Score -1528468 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1528911.000000 Penalty: 4551.940918
	Iteration 6F: 3 clusters Score -1528911 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1529297.250000 Penalty: 4551.940918
	Iteration 7F: 3 clusters Score -1529297 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1529576.000000 Penalty: 4551.940918
	Iteration 8Q: 3 clusters Score -1529576 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1529790.500000 Penalty: 4551.940918
	Iteration 9Q: 3 clusters Score -1529790 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1529940.000000 Penalty: 4551.940918
	Iteration 10Q: 3 clusters Score -1529940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1530055.375000 Penalty: 4551.940918
	Iteration 11Q: 3 clusters Score -1530055 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1530133.000000 Penalty: 4551.940918
	Iteration 12Q: 3 clusters Score -1530133 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1530195.000000 Penalty: 4551.940918
	Iteration 13Q: 3 clusters Score -1530195 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1530240.625000 Penalty: 4551.940918
	Iteration 14Q: 3 clusters Score -1530241 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1530278.250000 Penalty: 4551.940918
	Iteration 15Q: 3 clusters Score -1530278 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1530313.625000 Penalty: 4551.940918
	Iteration 16Q: 3 clusters Score -1530314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1530339.625000 Penalty: 4551.940918
	Iteration 17Q: 3 clusters Score -1530340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1530359.125000 Penalty: 4551.940918
	Iteration 18Q: 3 clusters Score -1530359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1530377.000000 Penalty: 4551.940918
	Iteration 19Q: 3 clusters Score -1530377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1530393.375000 Penalty: 4551.940918
	Iteration 20F: 3 clusters Score -1530393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1530409.750000 Penalty: 4551.940918
	Iteration 21Q: 3 clusters Score -1530410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1530417.625000 Penalty: 4551.940918
	Iteration 22Q: 3 clusters Score -1530418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1530422.500000 Penalty: 4551.940918
	Iteration 23Q: 3 clusters Score -1530422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1530430.875000 Penalty: 4551.940918
	Iteration 24Q: 3 clusters Score -1530431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1530434.750000 Penalty: 4551.940918
	Iteration 25Q: 3 clusters Score -1530435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1530437.375000 Penalty: 4551.940918
	Iteration 26Q: 3 clusters Score -1530437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1530442.000000 Penalty: 4551.940918
	Iteration 27Q: 3 clusters Score -1530442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1530446.125000 Penalty: 4551.940918
	Iteration 28Q: 3 clusters Score -1530446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1530447.375000 Penalty: 4551.940918
	Iteration 29Q: 3 clusters Score -1530447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1530450.750000 Penalty: 4551.940918
	Iteration 30Q: 3 clusters Score -1530451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1530457.625000 Penalty: 4551.940918
	Iteration 31Q: 3 clusters Score -1530458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1530459.625000 Penalty: 4551.940918
	Iteration 32Q: 3 clusters Score -1530460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1530470.875000 Penalty: 4551.940918
	Iteration 33Q: 3 clusters Score -1530471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1530470.750000 Penalty: 4551.940918
	Iteration 34Q: 3 clusters Score -1530471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1530473.875000 Penalty: 4551.940918
	Iteration 35Q: 3 clusters Score -1530474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1530475.625000 Penalty: 4551.940918
	Iteration 36Q: 3 clusters Score -1530476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1530481.625000 Penalty: 4551.940918
	Iteration 37Q: 3 clusters Score -1530482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1530483.875000 Penalty: 4551.940918
	Iteration 38Q: 3 clusters Score -1530484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1530487.625000 Penalty: 4551.940918
	Iteration 39Q: 3 clusters Score -1530488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1530488.750000 Penalty: 4551.940918
	Iteration 40F: 3 clusters Score -1530489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1530494.250000 Penalty: 4551.940918
	Iteration 41Q: 3 clusters Score -1530494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1530498.875000 Penalty: 4551.940918
	Iteration 42Q: 3 clusters Score -1530499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1530499.000000 Penalty: 4551.940918
	Iteration 43Q: 3 clusters Score -1530499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1530498.250000 Penalty: 4551.940918
	Iteration 44Q: 3 clusters Score -1530498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1530501.250000 Penalty: 4551.940918
	Iteration 45Q: 3 clusters Score -1530501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1530501.250000 Penalty: 4551.940918
	Iteration 46F: 3 clusters Score -1530501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -51886.722656 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -51886.72 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 195 members 
Entering Unmasked Estep 
Score: -50496.898438 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -50496.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50663.257812 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -50663.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50708.496094 Penalty: 2937.102783
	Iteration 2Q: 3 clusters Score -50708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50735.515625 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -50735.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50752.699219 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -50752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50760.585938 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -50760.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50765.015625 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -50765.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50771.757812 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -50771.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50776.210938 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -50776.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50777.585938 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -50777.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50780.335938 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -50780.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50788.652344 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -50788.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50793.902344 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -50793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50798.105469 Penalty: 2937.102783
	Iteration 13Q: 3 clusters Score -50798.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50811.207031 Penalty: 2937.102783
	Iteration 14Q: 3 clusters Score -50811.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50812.757812 Penalty: 2937.102783
	Iteration 15Q: 3 clusters Score -50812.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50812.757812 Penalty: 2937.102783
	Iteration 16F: 3 clusters Score -50812.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -531398.375000 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -531398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -527900.125000 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -527900.1 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -529041.937500 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -529041.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -529841.937500 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -529841.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -530544.437500 Penalty: 4042.059326
	Iteration 3F: 3 clusters Score -530544.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -531055.937500 Penalty: 4042.059326
	Iteration 4F: 3 clusters Score -531055.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -531269.750000 Penalty: 4042.059326
	Iteration 5F: 3 clusters Score -531269.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -531368.375000 Penalty: 4042.059326
	Iteration 6Q: 3 clusters Score -531368.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -531416.312500 Penalty: 4042.059326
	Iteration 7Q: 3 clusters Score -531416.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -531438.937500 Penalty: 4042.059326
	Iteration 8Q: 3 clusters Score -531438.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -531455.500000 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -531455.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -531470.687500 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -531470.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -531481.562500 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -531481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -531487.812500 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -531487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -531493.187500 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -531493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -531494.562500 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -531494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -531494.562500 Penalty: 4042.059326
	Iteration 15F: 3 clusters Score -531494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125293 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139689 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34014 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95880 members 
Mstep: Class 24 contains 42116 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 422 members 
Entering Unmasked Estep 
Score: -86717736.000000 Penalty: 118243.585938
Splitting cluster 4 changes total score from -86718952.000000 to -86717736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -283780.718750 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -283780.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -281206.718750 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -281206.7 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -281651.687500 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -281651.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -281797.156250 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -281797.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -281872.343750 Penalty: 3744.344971
	Iteration 3Q: 3 clusters Score -281872.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -281923.781250 Penalty: 3744.344971
	Iteration 4Q: 3 clusters Score -281923.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -281985.625000 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -281985.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -282029.468750 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -282029.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -282067.500000 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -282067.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -282098.593750 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -282098.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -282121.937500 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -282121.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -282142.531250 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -282142.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -282163.812500 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -282163.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -282184.812500 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -282184.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -282203.531250 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -282203.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -282220.375000 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -282220.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -282238.000000 Penalty: 3744.344971
	Iteration 15Q: 3 clusters Score -282238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -282257.406250 Penalty: 3744.344971
	Iteration 16Q: 3 clusters Score -282257.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -282279.968750 Penalty: 3744.344971
	Iteration 17Q: 3 clusters Score -282280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -282304.812500 Penalty: 3744.344971
	Iteration 18Q: 3 clusters Score -282304.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -282332.000000 Penalty: 3744.344971
	Iteration 19Q: 3 clusters Score -282332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282357.656250 Penalty: 3744.344971
	Iteration 20F: 3 clusters Score -282357.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -282377.218750 Penalty: 3744.344971
	Iteration 21Q: 3 clusters Score -282377.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -282391.906250 Penalty: 3744.344971
	Iteration 22Q: 3 clusters Score -282391.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -282410.531250 Penalty: 3744.344971
	Iteration 23Q: 3 clusters Score -282410.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -282419.625000 Penalty: 3744.344971
	Iteration 24Q: 3 clusters Score -282419.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -282423.562500 Penalty: 3744.344971
	Iteration 25Q: 3 clusters Score -282423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -282429.250000 Penalty: 3744.344971
	Iteration 26Q: 3 clusters Score -282429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -282432.187500 Penalty: 3744.344971
	Iteration 27Q: 3 clusters Score -282432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -282441.218750 Penalty: 3744.344971
	Iteration 28Q: 3 clusters Score -282441.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -282452.125000 Penalty: 3744.344971
	Iteration 29Q: 3 clusters Score -282452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -282461.937500 Penalty: 3744.344971
	Iteration 30Q: 3 clusters Score -282461.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -282467.312500 Penalty: 3744.344971
	Iteration 31Q: 3 clusters Score -282467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -282474.875000 Penalty: 3744.344971
	Iteration 32Q: 3 clusters Score -282474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -282486.625000 Penalty: 3744.344971
	Iteration 33Q: 3 clusters Score -282486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -282492.250000 Penalty: 3744.344971
	Iteration 34Q: 3 clusters Score -282492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282494.531250 Penalty: 3744.344971
	Iteration 35Q: 3 clusters Score -282494.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -282496.937500 Penalty: 3744.344971
	Iteration 36Q: 3 clusters Score -282496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -282498.812500 Penalty: 3744.344971
	Iteration 37Q: 3 clusters Score -282498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -282499.187500 Penalty: 3744.344971
	Iteration 38Q: 3 clusters Score -282499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -282499.187500 Penalty: 3744.344971
	Iteration 39F: 3 clusters Score -282499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -1297818.875000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -1297819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1290967.625000 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -1290968 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1292935.500000 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -1292936 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1293344.875000 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -1293345 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1293672.125000 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -1293672 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1293961.875000 Penalty: 4497.369629
	Iteration 4F: 3 clusters Score -1293962 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1294210.125000 Penalty: 4497.369629
	Iteration 5F: 3 clusters Score -1294210 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1294415.875000 Penalty: 4497.369629
	Iteration 6Q: 3 clusters Score -1294416 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1294604.375000 Penalty: 4497.369629
	Iteration 7Q: 3 clusters Score -1294604 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1294775.500000 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -1294776 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1294920.375000 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -1294920 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1295056.750000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -1295057 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1295185.625000 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -1295186 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1295309.125000 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -1295309 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1295414.750000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -1295415 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1295520.000000 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -1295520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1295610.625000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -1295611 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1295701.250000 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -1295701 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1295792.125000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -1295792 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1295866.875000 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -1295867 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1295940.250000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -1295940 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1296004.875000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -1296005 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1296059.000000 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -1296059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1296105.125000 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -1296105 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1296134.625000 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -1296135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1296154.375000 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -1296154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1296170.625000 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -1296171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1296190.750000 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -1296191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1296204.500000 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -1296204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1296224.125000 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -1296224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1296241.250000 Penalty: 4497.369629
	Iteration 29Q: 3 clusters Score -1296241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1296249.750000 Penalty: 4497.369629
	Iteration 30Q: 3 clusters Score -1296250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1296254.500000 Penalty: 4497.369629
	Iteration 31Q: 3 clusters Score -1296254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1296260.500000 Penalty: 4497.369629
	Iteration 32Q: 3 clusters Score -1296260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1296267.125000 Penalty: 4497.369629
	Iteration 33Q: 3 clusters Score -1296267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1296269.000000 Penalty: 4497.369629
	Iteration 34Q: 3 clusters Score -1296269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1296272.125000 Penalty: 4497.369629
	Iteration 35Q: 3 clusters Score -1296272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1296275.625000 Penalty: 4497.369629
	Iteration 36Q: 3 clusters Score -1296276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1296275.625000 Penalty: 4497.369629
	Iteration 37F: 3 clusters Score -1296276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -26243.332031 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -26243.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25285.095703 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -25285.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25602.308594 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -25602.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25829.861328 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -25829.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25891.351562 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -25891.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25900.429688 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -25900.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25905.687500 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -25905.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25908.759766 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -25908.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25919.111328 Penalty: 2756.186768
	Iteration 7Q: 3 clusters Score -25919.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25948.884766 Penalty: 2756.186768
	Iteration 8Q: 3 clusters Score -25948.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25951.931641 Penalty: 2756.186768
	Iteration 9Q: 3 clusters Score -25951.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25951.931641 Penalty: 2756.186768
	Iteration 10F: 3 clusters Score -25951.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Entering Unmasked Estep 
Score: -1236223.000000 Penalty: 2221.302734
	Iteration 0F: 2 clusters Score -1236223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1229979.375000 Penalty: 4442.605469
	Iteration 0F: 3 clusters Score -1229979 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1231791.875000 Penalty: 4442.605469
	Iteration 1F: 3 clusters Score -1231792 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1232302.250000 Penalty: 4442.605469
	Iteration 2F: 3 clusters Score -1232302 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1232800.250000 Penalty: 4442.605469
	Iteration 3F: 3 clusters Score -1232800 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1233233.625000 Penalty: 4442.605469
	Iteration 4F: 3 clusters Score -1233234 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1233555.625000 Penalty: 4442.605469
	Iteration 5F: 3 clusters Score -1233556 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1233861.500000 Penalty: 4442.605469
	Iteration 6F: 3 clusters Score -1233862 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1234089.125000 Penalty: 4442.605469
	Iteration 7Q: 3 clusters Score -1234089 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1234234.250000 Penalty: 4442.605469
	Iteration 8Q: 3 clusters Score -1234234 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1234336.000000 Penalty: 4442.605469
	Iteration 9Q: 3 clusters Score -1234336 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1234422.500000 Penalty: 4442.605469
	Iteration 10Q: 3 clusters Score -1234422 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1234489.750000 Penalty: 4442.605469
	Iteration 11Q: 3 clusters Score -1234490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1234542.000000 Penalty: 4442.605469
	Iteration 12Q: 3 clusters Score -1234542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1234580.750000 Penalty: 4442.605469
	Iteration 13Q: 3 clusters Score -1234581 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1234612.000000 Penalty: 4442.605469
	Iteration 14Q: 3 clusters Score -1234612 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1234648.750000 Penalty: 4442.605469
	Iteration 15Q: 3 clusters Score -1234649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1234687.125000 Penalty: 4442.605469
	Iteration 16Q: 3 clusters Score -1234687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1234712.750000 Penalty: 4442.605469
	Iteration 17Q: 3 clusters Score -1234713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1234728.500000 Penalty: 4442.605469
	Iteration 18Q: 3 clusters Score -1234728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1234743.500000 Penalty: 4442.605469
	Iteration 19Q: 3 clusters Score -1234744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1234750.750000 Penalty: 4442.605469
	Iteration 20F: 3 clusters Score -1234751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1234758.000000 Penalty: 4442.605469
	Iteration 21Q: 3 clusters Score -1234758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1234764.625000 Penalty: 4442.605469
	Iteration 22Q: 3 clusters Score -1234765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1234771.500000 Penalty: 4442.605469
	Iteration 23Q: 3 clusters Score -1234772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1234778.625000 Penalty: 4442.605469
	Iteration 24Q: 3 clusters Score -1234779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1234788.250000 Penalty: 4442.605469
	Iteration 25Q: 3 clusters Score -1234788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1234792.750000 Penalty: 4442.605469
	Iteration 26Q: 3 clusters Score -1234793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1234799.125000 Penalty: 4442.605469
	Iteration 27Q: 3 clusters Score -1234799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1234801.750000 Penalty: 4442.605469
	Iteration 28Q: 3 clusters Score -1234802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1234808.750000 Penalty: 4442.605469
	Iteration 29Q: 3 clusters Score -1234809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1234809.375000 Penalty: 4442.605469
	Iteration 30Q: 3 clusters Score -1234809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1234810.750000 Penalty: 4442.605469
	Iteration 31Q: 3 clusters Score -1234811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1234810.000000 Penalty: 4442.605469
	Iteration 32Q: 3 clusters Score -1234810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1234812.125000 Penalty: 4442.605469
	Iteration 33Q: 3 clusters Score -1234812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1234814.500000 Penalty: 4442.605469
	Iteration 34Q: 3 clusters Score -1234814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1234816.000000 Penalty: 4442.605469
	Iteration 35Q: 3 clusters Score -1234816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1234816.250000 Penalty: 4442.605469
	Iteration 36Q: 3 clusters Score -1234816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1234818.375000 Penalty: 4442.605469
	Iteration 37Q: 3 clusters Score -1234818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1234822.000000 Penalty: 4442.605469
	Iteration 38Q: 3 clusters Score -1234822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1234821.625000 Penalty: 4442.605469
	Iteration 39Q: 3 clusters Score -1234822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1234820.125000 Penalty: 4442.605469
	Iteration 40F: 3 clusters Score -1234820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1234820.375000 Penalty: 4442.605469
	Iteration 41Q: 3 clusters Score -1234820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1234823.250000 Penalty: 4442.605469
	Iteration 42Q: 3 clusters Score -1234823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1234823.750000 Penalty: 4442.605469
	Iteration 43Q: 3 clusters Score -1234824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1234824.500000 Penalty: 4442.605469
	Iteration 44Q: 3 clusters Score -1234824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1234827.375000 Penalty: 4442.605469
	Iteration 45Q: 3 clusters Score -1234827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1234827.750000 Penalty: 4442.605469
	Iteration 46Q: 3 clusters Score -1234828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1234827.750000 Penalty: 4442.605469
	Iteration 47Q: 3 clusters Score -1234828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1234828.375000 Penalty: 4442.605469
	Iteration 48Q: 3 clusters Score -1234828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1234827.875000 Penalty: 4442.605469
	Iteration 49Q: 3 clusters Score -1234828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1234828.000000 Penalty: 4442.605469
	Iteration 50Q: 3 clusters Score -1234828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1234828.750000 Penalty: 4442.605469
	Iteration 51Q: 3 clusters Score -1234829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1234827.875000 Penalty: 4442.605469
	Iteration 52Q: 3 clusters Score -1234828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1234829.500000 Penalty: 4442.605469
	Iteration 53Q: 3 clusters Score -1234830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1234828.875000 Penalty: 4442.605469
	Iteration 54Q: 3 clusters Score -1234829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1234831.625000 Penalty: 4442.605469
	Iteration 55Q: 3 clusters Score -1234832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1234832.250000 Penalty: 4442.605469
	Iteration 56Q: 3 clusters Score -1234832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1234833.625000 Penalty: 4442.605469
	Iteration 57Q: 3 clusters Score -1234834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1234833.875000 Penalty: 4442.605469
	Iteration 58Q: 3 clusters Score -1234834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1234834.125000 Penalty: 4442.605469
	Iteration 59Q: 3 clusters Score -1234834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1234836.750000 Penalty: 4442.605469
	Iteration 60F: 3 clusters Score -1234837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1234836.375000 Penalty: 4442.605469
	Iteration 61Q: 3 clusters Score -1234836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1234838.125000 Penalty: 4442.605469
	Iteration 62Q: 3 clusters Score -1234838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1234837.625000 Penalty: 4442.605469
	Iteration 63Q: 3 clusters Score -1234838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1234839.500000 Penalty: 4442.605469
	Iteration 64Q: 3 clusters Score -1234840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1234845.000000 Penalty: 4442.605469
	Iteration 65Q: 3 clusters Score -1234845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1234846.250000 Penalty: 4442.605469
	Iteration 66Q: 3 clusters Score -1234846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1234846.250000 Penalty: 4442.605469
	Iteration 67F: 3 clusters Score -1234846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -538727.875000 Penalty: 2026.906982
	Iteration 0F: 2 clusters Score -538727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -535149.562500 Penalty: 4053.813965
	Iteration 0F: 3 clusters Score -535149.6 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -535859.625000 Penalty: 4053.813965
	Iteration 1F: 3 clusters Score -535859.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -536021.000000 Penalty: 4053.813965
	Iteration 2F: 3 clusters Score -536021 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -536101.875000 Penalty: 4053.813965
	Iteration 3Q: 3 clusters Score -536101.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -536162.312500 Penalty: 4053.813965
	Iteration 4Q: 3 clusters Score -536162.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -536213.000000 Penalty: 4053.813965
	Iteration 5Q: 3 clusters Score -536213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -536274.687500 Penalty: 4053.813965
	Iteration 6Q: 3 clusters Score -536274.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -536357.562500 Penalty: 4053.813965
	Iteration 7Q: 3 clusters Score -536357.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -536434.500000 Penalty: 4053.813965
	Iteration 8Q: 3 clusters Score -536434.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -536500.000000 Penalty: 4053.813965
	Iteration 9Q: 3 clusters Score -536500 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -536559.812500 Penalty: 4053.813965
	Iteration 10Q: 3 clusters Score -536559.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -536620.125000 Penalty: 4053.813965
	Iteration 11Q: 3 clusters Score -536620.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -536677.312500 Penalty: 4053.813965
	Iteration 12Q: 3 clusters Score -536677.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -536732.437500 Penalty: 4053.813965
	Iteration 13Q: 3 clusters Score -536732.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -536766.187500 Penalty: 4053.813965
	Iteration 14Q: 3 clusters Score -536766.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -536806.937500 Penalty: 4053.813965
	Iteration 15Q: 3 clusters Score -536806.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -536846.312500 Penalty: 4053.813965
	Iteration 16Q: 3 clusters Score -536846.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -536879.500000 Penalty: 4053.813965
	Iteration 17Q: 3 clusters Score -536879.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -536902.562500 Penalty: 4053.813965
	Iteration 18Q: 3 clusters Score -536902.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -536923.125000 Penalty: 4053.813965
	Iteration 19Q: 3 clusters Score -536923.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -536950.625000 Penalty: 4053.813965
	Iteration 20F: 3 clusters Score -536950.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -536978.125000 Penalty: 4053.813965
	Iteration 21Q: 3 clusters Score -536978.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -537013.125000 Penalty: 4053.813965
	Iteration 22Q: 3 clusters Score -537013.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -537052.125000 Penalty: 4053.813965
	Iteration 23Q: 3 clusters Score -537052.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -537086.750000 Penalty: 4053.813965
	Iteration 24Q: 3 clusters Score -537086.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -537119.000000 Penalty: 4053.813965
	Iteration 25Q: 3 clusters Score -537119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -537134.687500 Penalty: 4053.813965
	Iteration 26Q: 3 clusters Score -537134.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -537147.937500 Penalty: 4053.813965
	Iteration 27Q: 3 clusters Score -537147.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -537161.062500 Penalty: 4053.813965
	Iteration 28Q: 3 clusters Score -537161.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -537171.125000 Penalty: 4053.813965
	Iteration 29Q: 3 clusters Score -537171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -537174.937500 Penalty: 4053.813965
	Iteration 30Q: 3 clusters Score -537174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -537176.312500 Penalty: 4053.813965
	Iteration 31Q: 3 clusters Score -537176.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -537179.312500 Penalty: 4053.813965
	Iteration 32Q: 3 clusters Score -537179.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -537183.500000 Penalty: 4053.813965
	Iteration 33Q: 3 clusters Score -537183.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -537187.875000 Penalty: 4053.813965
	Iteration 34Q: 3 clusters Score -537187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -537191.375000 Penalty: 4053.813965
	Iteration 35Q: 3 clusters Score -537191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -537196.125000 Penalty: 4053.813965
	Iteration 36Q: 3 clusters Score -537196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -537199.375000 Penalty: 4053.813965
	Iteration 37Q: 3 clusters Score -537199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -537202.875000 Penalty: 4053.813965
	Iteration 38Q: 3 clusters Score -537202.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -537204.750000 Penalty: 4053.813965
	Iteration 39Q: 3 clusters Score -537204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -537209.750000 Penalty: 4053.813965
	Iteration 40F: 3 clusters Score -537209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -537216.875000 Penalty: 4053.813965
	Iteration 41Q: 3 clusters Score -537216.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -537220.500000 Penalty: 4053.813965
	Iteration 42Q: 3 clusters Score -537220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -537223.312500 Penalty: 4053.813965
	Iteration 43Q: 3 clusters Score -537223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -537223.375000 Penalty: 4053.813965
	Iteration 44Q: 3 clusters Score -537223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -537223.375000 Penalty: 4053.813965
	Iteration 45F: 3 clusters Score -537223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -107024.109375 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -107024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105271.398438 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -105271.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105635.335938 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -105635.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -105904.882812 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -105904.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -106084.890625 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -106084.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -106296.789062 Penalty: 3372.884277
	Iteration 4F: 3 clusters Score -106296.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -106496.023438 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -106496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -106597.953125 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -106598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -106681.390625 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -106681.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -106740.539062 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -106740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -106749.890625 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -106749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -106762.015625 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -106762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -106767.828125 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -106767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -106772.914062 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -106772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -106777.203125 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -106777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -106780.390625 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -106780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -106800.468750 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -106800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -106827.515625 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -106827.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106844.062500 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -106844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106855.359375 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -106855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -106866.046875 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -106866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106867.023438 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -106867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -106868.226562 Penalty: 3372.884277
	Iteration 21Q: 3 clusters Score -106868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -106868.226562 Penalty: 3372.884277
	Iteration 22F: 3 clusters Score -106868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125293 members 
Entering Unmasked Estep 
Score: -19752270.000000 Penalty: 2911.125732
	Iteration 0F: 2 clusters Score -1.975227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -19672006.000000 Penalty: 5822.251465
	Iteration 0F: 3 clusters Score -1.967201e+07 nChanged 59797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -19706262.000000 Penalty: 5822.251465
	Iteration 1F: 3 clusters Score -1.970626e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -19706978.000000 Penalty: 5822.251465
	Iteration 2Q: 3 clusters Score -1.970698e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -19707794.000000 Penalty: 5822.251465
	Iteration 3Q: 3 clusters Score -1.970779e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -19708956.000000 Penalty: 5822.251465
	Iteration 4Q: 3 clusters Score -1.970896e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -19710642.000000 Penalty: 5822.251465
	Iteration 5Q: 3 clusters Score -1.971064e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 52844 members 
Entering Unmasked Estep 
Score: -19713218.000000 Penalty: 5822.251465
	Iteration 6Q: 3 clusters Score -1.971322e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -19717382.000000 Penalty: 5822.251465
	Iteration 7F: 3 clusters Score -1.971738e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -19723752.000000 Penalty: 5822.251465
	Iteration 8F: 3 clusters Score -1.972375e+07 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -19731792.000000 Penalty: 5822.251465
	Iteration 9F: 3 clusters Score -1.973179e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97962 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -19739350.000000 Penalty: 5822.251465
	Iteration 10F: 3 clusters Score -1.973935e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102301 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -19744152.000000 Penalty: 5822.251465
	Iteration 11Q: 3 clusters Score -1.974415e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -19746540.000000 Penalty: 5822.251465
	Iteration 12Q: 3 clusters Score -1.974654e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -19747708.000000 Penalty: 5822.251465
	Iteration 13Q: 3 clusters Score -1.974771e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -19748508.000000 Penalty: 5822.251465
	Iteration 14Q: 3 clusters Score -1.974851e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -19749014.000000 Penalty: 5822.251465
	Iteration 15Q: 3 clusters Score -1.974901e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113076 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -19749456.000000 Penalty: 5822.251465
	Iteration 16Q: 3 clusters Score -1.974946e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -19749876.000000 Penalty: 5822.251465
	Iteration 17Q: 3 clusters Score -1.974988e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115916 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -19750068.000000 Penalty: 5822.251465
	Iteration 18Q: 3 clusters Score -1.975007e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117068 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -19750212.000000 Penalty: 5822.251465
	Iteration 19Q: 3 clusters Score -1.975021e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118045 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -19750248.000000 Penalty: 5822.251465
	Iteration 20F: 3 clusters Score -1.975025e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -19750306.000000 Penalty: 5822.251465
	Iteration 21Q: 3 clusters Score -1.975031e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119673 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -19750382.000000 Penalty: 5822.251465
	Iteration 22Q: 3 clusters Score -1.975038e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120277 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -19750414.000000 Penalty: 5822.251465
	Iteration 23Q: 3 clusters Score -1.975041e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120804 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -19750516.000000 Penalty: 5822.251465
	Iteration 24Q: 3 clusters Score -1.975052e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121225 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -19750480.000000 Penalty: 5822.251465
	Iteration 25Q: 3 clusters Score -1.975048e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -19750546.000000 Penalty: 5822.251465
	Iteration 26Q: 3 clusters Score -1.975055e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -19750538.000000 Penalty: 5822.251465
	Iteration 27Q: 3 clusters Score -1.975054e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -19750472.000000 Penalty: 5822.251465
	Iteration 28Q: 3 clusters Score -1.975047e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122304 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -19750490.000000 Penalty: 5822.251465
	Iteration 29Q: 3 clusters Score -1.975049e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122469 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -19750448.000000 Penalty: 5822.251465
	Iteration 30Q: 3 clusters Score -1.975045e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122604 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -19750486.000000 Penalty: 5822.251465
	Iteration 31Q: 3 clusters Score -1.975049e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -19750462.000000 Penalty: 5822.251465
	Iteration 32Q: 3 clusters Score -1.975046e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122828 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -19750452.000000 Penalty: 5822.251465
	Iteration 33Q: 3 clusters Score -1.975045e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122919 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -19750466.000000 Penalty: 5822.251465
	Iteration 34Q: 3 clusters Score -1.975047e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123003 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -19750466.000000 Penalty: 5822.251465
	Iteration 35Q: 3 clusters Score -1.975047e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123063 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -19750462.000000 Penalty: 5822.251465
	Iteration 36Q: 3 clusters Score -1.975046e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123121 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19750446.000000 Penalty: 5822.251465
	Iteration 37Q: 3 clusters Score -1.975045e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123175 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -19750432.000000 Penalty: 5822.251465
	Iteration 38Q: 3 clusters Score -1.975043e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -19750436.000000 Penalty: 5822.251465
	Iteration 39Q: 3 clusters Score -1.975044e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -19750420.000000 Penalty: 5822.251465
	Iteration 40F: 3 clusters Score -1.975042e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123297 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19750406.000000 Penalty: 5822.251465
	Iteration 41Q: 3 clusters Score -1.975041e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -19750390.000000 Penalty: 5822.251465
	Iteration 42Q: 3 clusters Score -1.975039e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123355 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -19750404.000000 Penalty: 5822.251465
	Iteration 43Q: 3 clusters Score -1.97504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123375 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -19750416.000000 Penalty: 5822.251465
	Iteration 44Q: 3 clusters Score -1.975042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -19750400.000000 Penalty: 5822.251465
	Iteration 45Q: 3 clusters Score -1.97504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123415 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -19750402.000000 Penalty: 5822.251465
	Iteration 46Q: 3 clusters Score -1.97504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123427 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19750388.000000 Penalty: 5822.251465
	Iteration 47Q: 3 clusters Score -1.975039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123434 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19750402.000000 Penalty: 5822.251465
	Iteration 48Q: 3 clusters Score -1.97504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -19750382.000000 Penalty: 5822.251465
	Iteration 49Q: 3 clusters Score -1.975038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -19750410.000000 Penalty: 5822.251465
	Iteration 50Q: 3 clusters Score -1.975041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123460 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19750386.000000 Penalty: 5822.251465
	Iteration 51Q: 3 clusters Score -1.975039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123465 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -19750382.000000 Penalty: 5822.251465
	Iteration 52Q: 3 clusters Score -1.975038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123468 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -19750372.000000 Penalty: 5822.251465
	Iteration 53Q: 3 clusters Score -1.975037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19750390.000000 Penalty: 5822.251465
	Iteration 54Q: 3 clusters Score -1.975039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -19750390.000000 Penalty: 5822.251465
	Iteration 55F: 3 clusters Score -1.975039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -632056.812500 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -632056.8 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 2127 members 
Entering Unmasked Estep 
Score: -627963.562500 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -627963.6 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -628906.562500 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -628906.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -629119.500000 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -629119.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -629306.875000 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -629306.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -629514.312500 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -629514.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -629796.062500 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -629796.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -630144.812500 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -630144.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -630460.687500 Penalty: 4152.938965
	Iteration 7F: 3 clusters Score -630460.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -630736.687500 Penalty: 4152.938965
	Iteration 8F: 3 clusters Score -630736.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -630894.875000 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -630894.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -630969.312500 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -630969.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -631010.812500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -631010.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -631044.500000 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -631044.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -631064.875000 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -631064.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -631079.937500 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -631079.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -631091.500000 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -631091.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -631098.875000 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -631098.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -631103.687500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -631103.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -631111.437500 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -631111.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -631115.750000 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -631115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -631119.937500 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -631119.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -631122.000000 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -631122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -631124.437500 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -631124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -631124.687500 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -631124.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -631124.687500 Penalty: 4152.938965
	Iteration 24F: 3 clusters Score -631124.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -23162.667969 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -23162.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22193.388672 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -22193.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22473.226562 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -22473.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22603.261719 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -22603.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22654.173828 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -22654.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22674.281250 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -22674.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22682.767578 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -22682.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22682.767578 Penalty: 2726.595459
	Iteration 6F: 3 clusters Score -22682.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -408337.906250 Penalty: 1961.188843
	Iteration 0F: 2 clusters Score -408337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -405261.625000 Penalty: 3922.377686
	Iteration 0F: 3 clusters Score -405261.6 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -405981.781250 Penalty: 3922.377686
	Iteration 1F: 3 clusters Score -405981.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -406257.781250 Penalty: 3922.377686
	Iteration 2F: 3 clusters Score -406257.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -406489.343750 Penalty: 3922.377686
	Iteration 3F: 3 clusters Score -406489.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -406717.031250 Penalty: 3922.377686
	Iteration 4F: 3 clusters Score -406717 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -406915.937500 Penalty: 3922.377686
	Iteration 5F: 3 clusters Score -406915.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -407118.312500 Penalty: 3922.377686
	Iteration 6Q: 3 clusters Score -407118.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -407237.468750 Penalty: 3922.377686
	Iteration 7Q: 3 clusters Score -407237.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -407302.843750 Penalty: 3922.377686
	Iteration 8Q: 3 clusters Score -407302.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -407345.531250 Penalty: 3922.377686
	Iteration 9Q: 3 clusters Score -407345.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -407374.000000 Penalty: 3922.377686
	Iteration 10Q: 3 clusters Score -407374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -407401.500000 Penalty: 3922.377686
	Iteration 11Q: 3 clusters Score -407401.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -407417.156250 Penalty: 3922.377686
	Iteration 12Q: 3 clusters Score -407417.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -407425.781250 Penalty: 3922.377686
	Iteration 13Q: 3 clusters Score -407425.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -407429.187500 Penalty: 3922.377686
	Iteration 14Q: 3 clusters Score -407429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -407436.781250 Penalty: 3922.377686
	Iteration 15Q: 3 clusters Score -407436.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -407439.343750 Penalty: 3922.377686
	Iteration 16Q: 3 clusters Score -407439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -407442.125000 Penalty: 3922.377686
	Iteration 17Q: 3 clusters Score -407442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -407445.437500 Penalty: 3922.377686
	Iteration 18Q: 3 clusters Score -407445.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -407448.937500 Penalty: 3922.377686
	Iteration 19Q: 3 clusters Score -407448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -407453.031250 Penalty: 3922.377686
	Iteration 20F: 3 clusters Score -407453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -407455.812500 Penalty: 3922.377686
	Iteration 21Q: 3 clusters Score -407455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -407460.843750 Penalty: 3922.377686
	Iteration 22Q: 3 clusters Score -407460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -407464.312500 Penalty: 3922.377686
	Iteration 23Q: 3 clusters Score -407464.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -407466.875000 Penalty: 3922.377686
	Iteration 24Q: 3 clusters Score -407466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -407472.093750 Penalty: 3922.377686
	Iteration 25Q: 3 clusters Score -407472.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -407476.437500 Penalty: 3922.377686
	Iteration 26Q: 3 clusters Score -407476.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -407479.843750 Penalty: 3922.377686
	Iteration 27Q: 3 clusters Score -407479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -407484.968750 Penalty: 3922.377686
	Iteration 28Q: 3 clusters Score -407485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -407488.218750 Penalty: 3922.377686
	Iteration 29Q: 3 clusters Score -407488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -407489.781250 Penalty: 3922.377686
	Iteration 30Q: 3 clusters Score -407489.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -407491.187500 Penalty: 3922.377686
	Iteration 31Q: 3 clusters Score -407491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -407491.968750 Penalty: 3922.377686
	Iteration 32Q: 3 clusters Score -407492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -407491.968750 Penalty: 3922.377686
	Iteration 33F: 3 clusters Score -407492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -240474.515625 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -240474.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -238074.796875 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -238074.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -238582.890625 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -238582.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -238813.171875 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -238813.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -238991.203125 Penalty: 3680.904053
	Iteration 3F: 3 clusters Score -238991.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -239098.500000 Penalty: 3680.904053
	Iteration 4Q: 3 clusters Score -239098.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -239155.562500 Penalty: 3680.904053
	Iteration 5Q: 3 clusters Score -239155.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -239201.031250 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -239201 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -239241.109375 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -239241.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -239280.171875 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -239280.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -239305.796875 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -239305.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -239331.796875 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -239331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -239346.609375 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -239346.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -239355.359375 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -239355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239360.859375 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -239360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239363.968750 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -239364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -239375.468750 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -239375.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239389.062500 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -239389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239399.875000 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -239399.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239409.015625 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -239409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -239416.859375 Penalty: 3680.904053
	Iteration 19Q: 3 clusters Score -239416.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -239423.718750 Penalty: 3680.904053
	Iteration 20F: 3 clusters Score -239423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -239425.093750 Penalty: 3680.904053
	Iteration 21Q: 3 clusters Score -239425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -239425.093750 Penalty: 3680.904053
	Iteration 22F: 3 clusters Score -239425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (139689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139689 members 
Entering Unmasked Estep 
Score: -21945684.000000 Penalty: 2938.099121
	Iteration 0F: 2 clusters Score -2.194568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -21856742.000000 Penalty: 5876.198242
	Iteration 0F: 3 clusters Score -2.185674e+07 nChanged 66624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -21895224.000000 Penalty: 5876.198242
	Iteration 1F: 3 clusters Score -2.189522e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -21896186.000000 Penalty: 5876.198242
	Iteration 2Q: 3 clusters Score -2.189619e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -21897634.000000 Penalty: 5876.198242
	Iteration 3Q: 3 clusters Score -2.189763e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72582 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -21899700.000000 Penalty: 5876.198242
	Iteration 4Q: 3 clusters Score -2.18997e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -21902496.000000 Penalty: 5876.198242
	Iteration 5Q: 3 clusters Score -2.19025e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -21906538.000000 Penalty: 5876.198242
	Iteration 6F: 3 clusters Score -2.190654e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -21911512.000000 Penalty: 5876.198242
	Iteration 7F: 3 clusters Score -2.191151e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -21917338.000000 Penalty: 5876.198242
	Iteration 8F: 3 clusters Score -2.191734e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75303 members 
Mstep: Class 2 contains 64386 members 
Entering Unmasked Estep 
Score: -21922752.000000 Penalty: 5876.198242
	Iteration 9F: 3 clusters Score -2.192275e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75146 members 
Mstep: Class 2 contains 64543 members 
Entering Unmasked Estep 
Score: -21926586.000000 Penalty: 5876.198242
	Iteration 10F: 3 clusters Score -2.192659e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -21928404.000000 Penalty: 5876.198242
	Iteration 11Q: 3 clusters Score -2.19284e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -21929126.000000 Penalty: 5876.198242
	Iteration 12Q: 3 clusters Score -2.192913e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74083 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -21929468.000000 Penalty: 5876.198242
	Iteration 13Q: 3 clusters Score -2.192947e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73611 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -21929606.000000 Penalty: 5876.198242
	Iteration 14Q: 3 clusters Score -2.192961e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -21929776.000000 Penalty: 5876.198242
	Iteration 15Q: 3 clusters Score -2.192978e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -21930004.000000 Penalty: 5876.198242
	Iteration 16Q: 3 clusters Score -2.193e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -21930084.000000 Penalty: 5876.198242
	Iteration 17Q: 3 clusters Score -2.193008e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -21930134.000000 Penalty: 5876.198242
	Iteration 18Q: 3 clusters Score -2.193013e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -21930182.000000 Penalty: 5876.198242
	Iteration 19Q: 3 clusters Score -2.193018e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -21930334.000000 Penalty: 5876.198242
	Iteration 20F: 3 clusters Score -2.193033e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68621 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -21930470.000000 Penalty: 5876.198242
	Iteration 21Q: 3 clusters Score -2.193047e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -21930652.000000 Penalty: 5876.198242
	Iteration 22Q: 3 clusters Score -2.193065e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -21930734.000000 Penalty: 5876.198242
	Iteration 23Q: 3 clusters Score -2.193073e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -21930958.000000 Penalty: 5876.198242
	Iteration 24Q: 3 clusters Score -2.193096e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64482 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -21931172.000000 Penalty: 5876.198242
	Iteration 25Q: 3 clusters Score -2.193117e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -21931358.000000 Penalty: 5876.198242
	Iteration 26Q: 3 clusters Score -2.193136e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -21931612.000000 Penalty: 5876.198242
	Iteration 27Q: 3 clusters Score -2.193161e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 79261 members 
Entering Unmasked Estep 
Score: -21931808.000000 Penalty: 5876.198242
	Iteration 28Q: 3 clusters Score -2.193181e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -21932052.000000 Penalty: 5876.198242
	Iteration 29Q: 3 clusters Score -2.193205e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 82373 members 
Entering Unmasked Estep 
Score: -21932252.000000 Penalty: 5876.198242
	Iteration 30Q: 3 clusters Score -2.193225e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -21932650.000000 Penalty: 5876.198242
	Iteration 31Q: 3 clusters Score -2.193265e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -21933126.000000 Penalty: 5876.198242
	Iteration 32Q: 3 clusters Score -2.193313e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -21933606.000000 Penalty: 5876.198242
	Iteration 33Q: 3 clusters Score -2.193361e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 90065 members 
Entering Unmasked Estep 
Score: -21934224.000000 Penalty: 5876.198242
	Iteration 34Q: 3 clusters Score -2.193422e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -21935016.000000 Penalty: 5876.198242
	Iteration 35Q: 3 clusters Score -2.193502e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -21935778.000000 Penalty: 5876.198242
	Iteration 36Q: 3 clusters Score -2.193578e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 97058 members 
Entering Unmasked Estep 
Score: -21936562.000000 Penalty: 5876.198242
	Iteration 37Q: 3 clusters Score -2.193656e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -21937464.000000 Penalty: 5876.198242
	Iteration 38Q: 3 clusters Score -2.193746e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -21938236.000000 Penalty: 5876.198242
	Iteration 39Q: 3 clusters Score -2.193824e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 103729 members 
Entering Unmasked Estep 
Score: -21938912.000000 Penalty: 5876.198242
	Iteration 40F: 3 clusters Score -2.193891e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 105680 members 
Entering Unmasked Estep 
Score: -21939338.000000 Penalty: 5876.198242
	Iteration 41Q: 3 clusters Score -2.193934e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 107385 members 
Entering Unmasked Estep 
Score: -21939852.000000 Penalty: 5876.198242
	Iteration 42Q: 3 clusters Score -2.193985e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -21940244.000000 Penalty: 5876.198242
	Iteration 43Q: 3 clusters Score -2.194024e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 110386 members 
Entering Unmasked Estep 
Score: -21940526.000000 Penalty: 5876.198242
	Iteration 44Q: 3 clusters Score -2.194053e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 111873 members 
Entering Unmasked Estep 
Score: -21940894.000000 Penalty: 5876.198242
	Iteration 45Q: 3 clusters Score -2.194089e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 113428 members 
Entering Unmasked Estep 
Score: -21941244.000000 Penalty: 5876.198242
	Iteration 46Q: 3 clusters Score -2.194124e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 114960 members 
Entering Unmasked Estep 
Score: -21941564.000000 Penalty: 5876.198242
	Iteration 47Q: 3 clusters Score -2.194156e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 116475 members 
Entering Unmasked Estep 
Score: -21941810.000000 Penalty: 5876.198242
	Iteration 48Q: 3 clusters Score -2.194181e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 117979 members 
Entering Unmasked Estep 
Score: -21942052.000000 Penalty: 5876.198242
	Iteration 49Q: 3 clusters Score -2.194205e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -21942356.000000 Penalty: 5876.198242
	Iteration 50Q: 3 clusters Score -2.194236e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 120949 members 
Entering Unmasked Estep 
Score: -21942548.000000 Penalty: 5876.198242
	Iteration 51Q: 3 clusters Score -2.194255e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 122426 members 
Entering Unmasked Estep 
Score: -21942822.000000 Penalty: 5876.198242
	Iteration 52Q: 3 clusters Score -2.194282e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 123830 members 
Entering Unmasked Estep 
Score: -21943000.000000 Penalty: 5876.198242
	Iteration 53Q: 3 clusters Score -2.1943e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -21943186.000000 Penalty: 5876.198242
	Iteration 54Q: 3 clusters Score -2.194319e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 126477 members 
Entering Unmasked Estep 
Score: -21943374.000000 Penalty: 5876.198242
	Iteration 55Q: 3 clusters Score -2.194337e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 127701 members 
Entering Unmasked Estep 
Score: -21943560.000000 Penalty: 5876.198242
	Iteration 56Q: 3 clusters Score -2.194356e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -21943614.000000 Penalty: 5876.198242
	Iteration 57Q: 3 clusters Score -2.194361e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 130019 members 
Entering Unmasked Estep 
Score: -21943552.000000 Penalty: 5876.198242
	Iteration 58Q: 3 clusters Score -2.194355e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 131003 members 
Entering Unmasked Estep 
Score: -21943700.000000 Penalty: 5876.198242
	Iteration 59Q: 3 clusters Score -2.19437e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 131920 members 
Entering Unmasked Estep 
Score: -21943742.000000 Penalty: 5876.198242
	Iteration 60F: 3 clusters Score -2.194374e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 132743 members 
Entering Unmasked Estep 
Score: -21943864.000000 Penalty: 5876.198242
	Iteration 61Q: 3 clusters Score -2.194386e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 133430 members 
Entering Unmasked Estep 
Score: -21944026.000000 Penalty: 5876.198242
	Iteration 62Q: 3 clusters Score -2.194403e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 134054 members 
Entering Unmasked Estep 
Score: -21944030.000000 Penalty: 5876.198242
	Iteration 63Q: 3 clusters Score -2.194403e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -21944054.000000 Penalty: 5876.198242
	Iteration 64Q: 3 clusters Score -2.194405e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 135091 members 
Entering Unmasked Estep 
Score: -21944158.000000 Penalty: 5876.198242
	Iteration 65Q: 3 clusters Score -2.194416e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 135536 members 
Entering Unmasked Estep 
Score: -21944154.000000 Penalty: 5876.198242
	Iteration 66Q: 3 clusters Score -2.194415e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 135891 members 
Entering Unmasked Estep 
Score: -21944094.000000 Penalty: 5876.198242
	Iteration 67Q: 3 clusters Score -2.194409e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 136198 members 
Entering Unmasked Estep 
Score: -21944134.000000 Penalty: 5876.198242
	Iteration 68Q: 3 clusters Score -2.194413e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 136494 members 
Entering Unmasked Estep 
Score: -21944148.000000 Penalty: 5876.198242
	Iteration 69Q: 3 clusters Score -2.194415e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -21944190.000000 Penalty: 5876.198242
	Iteration 70Q: 3 clusters Score -2.194419e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 137042 members 
Entering Unmasked Estep 
Score: -21944188.000000 Penalty: 5876.198242
	Iteration 71Q: 3 clusters Score -2.194419e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 137245 members 
Entering Unmasked Estep 
Score: -21944206.000000 Penalty: 5876.198242
	Iteration 72Q: 3 clusters Score -2.194421e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 137425 members 
Entering Unmasked Estep 
Score: -21944234.000000 Penalty: 5876.198242
	Iteration 73Q: 3 clusters Score -2.194423e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 137565 members 
Entering Unmasked Estep 
Score: -21944318.000000 Penalty: 5876.198242
	Iteration 74Q: 3 clusters Score -2.194432e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 137679 members 
Entering Unmasked Estep 
Score: -21944304.000000 Penalty: 5876.198242
	Iteration 75Q: 3 clusters Score -2.19443e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 137785 members 
Entering Unmasked Estep 
Score: -21944338.000000 Penalty: 5876.198242
	Iteration 76Q: 3 clusters Score -2.194434e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 137874 members 
Entering Unmasked Estep 
Score: -21944268.000000 Penalty: 5876.198242
	Iteration 77Q: 3 clusters Score -2.194427e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 137970 members 
Entering Unmasked Estep 
Score: -21944316.000000 Penalty: 5876.198242
	Iteration 78Q: 3 clusters Score -2.194432e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 138045 members 
Entering Unmasked Estep 
Score: -21944348.000000 Penalty: 5876.198242
	Iteration 79Q: 3 clusters Score -2.194435e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 138121 members 
Entering Unmasked Estep 
Score: -21944388.000000 Penalty: 5876.198242
	Iteration 80F: 3 clusters Score -2.194439e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 138184 members 
Entering Unmasked Estep 
Score: -21944456.000000 Penalty: 5876.198242
	Iteration 81Q: 3 clusters Score -2.194446e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 138233 members 
Entering Unmasked Estep 
Score: -21944488.000000 Penalty: 5876.198242
	Iteration 82Q: 3 clusters Score -2.194449e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -21944460.000000 Penalty: 5876.198242
	Iteration 83Q: 3 clusters Score -2.194446e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 138305 members 
Entering Unmasked Estep 
Score: -21944474.000000 Penalty: 5876.198242
	Iteration 84Q: 3 clusters Score -2.194447e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 138346 members 
Entering Unmasked Estep 
Score: -21944502.000000 Penalty: 5876.198242
	Iteration 85Q: 3 clusters Score -2.19445e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 138385 members 
Entering Unmasked Estep 
Score: -21944468.000000 Penalty: 5876.198242
	Iteration 86Q: 3 clusters Score -2.194447e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 138417 members 
Entering Unmasked Estep 
Score: -21944500.000000 Penalty: 5876.198242
	Iteration 87Q: 3 clusters Score -2.19445e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 138426 members 
Entering Unmasked Estep 
Score: -21944496.000000 Penalty: 5876.198242
	Iteration 88Q: 3 clusters Score -2.19445e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -21944516.000000 Penalty: 5876.198242
	Iteration 89Q: 3 clusters Score -2.194452e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 138435 members 
Entering Unmasked Estep 
Score: -21944552.000000 Penalty: 5876.198242
	Iteration 90Q: 3 clusters Score -2.194455e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -21944584.000000 Penalty: 5876.198242
	Iteration 91Q: 3 clusters Score -2.194458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -21944602.000000 Penalty: 5876.198242
	Iteration 92Q: 3 clusters Score -2.19446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -21944628.000000 Penalty: 5876.198242
	Iteration 93Q: 3 clusters Score -2.194463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 138484 members 
Entering Unmasked Estep 
Score: -21944652.000000 Penalty: 5876.198242
	Iteration 94Q: 3 clusters Score -2.194465e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 138497 members 
Entering Unmasked Estep 
Score: -21944674.000000 Penalty: 5876.198242
	Iteration 95Q: 3 clusters Score -2.194467e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -21944698.000000 Penalty: 5876.198242
	Iteration 96Q: 3 clusters Score -2.19447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 138534 members 
Entering Unmasked Estep 
Score: -21944688.000000 Penalty: 5876.198242
	Iteration 97Q: 3 clusters Score -2.194469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 138551 members 
Entering Unmasked Estep 
Score: -21944698.000000 Penalty: 5876.198242
	Iteration 98Q: 3 clusters Score -2.19447e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 138567 members 
Entering Unmasked Estep 
Score: -21944692.000000 Penalty: 5876.198242
	Iteration 99Q: 3 clusters Score -2.194469e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 138580 members 
Entering Unmasked Estep 
Score: -21944718.000000 Penalty: 5876.198242
	Iteration 100F: 3 clusters Score -2.194472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 138591 members 
Entering Unmasked Estep 
Score: -21944734.000000 Penalty: 5876.198242
	Iteration 101Q: 3 clusters Score -2.194473e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 138605 members 
Entering Unmasked Estep 
Score: -21944726.000000 Penalty: 5876.198242
	Iteration 102Q: 3 clusters Score -2.194473e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 138624 members 
Entering Unmasked Estep 
Score: -21944718.000000 Penalty: 5876.198242
	Iteration 103Q: 3 clusters Score -2.194472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -21944744.000000 Penalty: 5876.198242
	Iteration 104Q: 3 clusters Score -2.194474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
Score: -21944742.000000 Penalty: 5876.198242
	Iteration 105Q: 3 clusters Score -2.194474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 138670 members 
Entering Unmasked Estep 
Score: -21944742.000000 Penalty: 5876.198242
	Iteration 106Q: 3 clusters Score -2.194474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 138679 members 
Entering Unmasked Estep 
Score: -21944776.000000 Penalty: 5876.198242
	Iteration 107Q: 3 clusters Score -2.194478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 138694 members 
Entering Unmasked Estep 
Score: -21944788.000000 Penalty: 5876.198242
	Iteration 108Q: 3 clusters Score -2.194479e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 138704 members 
Entering Unmasked Estep 
Score: -21944794.000000 Penalty: 5876.198242
	Iteration 109Q: 3 clusters Score -2.194479e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 138707 members 
Entering Unmasked Estep 
Score: -21944838.000000 Penalty: 5876.198242
	Iteration 110Q: 3 clusters Score -2.194484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 138706 members 
Entering Unmasked Estep 
Score: -21944818.000000 Penalty: 5876.198242
	Iteration 111Q: 3 clusters Score -2.194482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -21944820.000000 Penalty: 5876.198242
	Iteration 112Q: 3 clusters Score -2.194482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -21944820.000000 Penalty: 5876.198242
	Iteration 113Q: 3 clusters Score -2.194482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 138718 members 
Entering Unmasked Estep 
Score: -21944828.000000 Penalty: 5876.198242
	Iteration 114Q: 3 clusters Score -2.194483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 138719 members 
Entering Unmasked Estep 
Score: -21944834.000000 Penalty: 5876.198242
	Iteration 115Q: 3 clusters Score -2.194483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -21944854.000000 Penalty: 5876.198242
	Iteration 116Q: 3 clusters Score -2.194485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -21944854.000000 Penalty: 5876.198242
	Iteration 117Q: 3 clusters Score -2.194485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 138721 members 
Entering Unmasked Estep 
Score: -21944854.000000 Penalty: 5876.198242
	Iteration 118F: 3 clusters Score -2.194485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Entering Unmasked Estep 
Score: -2020629.375000 Penalty: 2352.170166
	Iteration 0F: 2 clusters Score -2020629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2010927.375000 Penalty: 4704.340332
	Iteration 0F: 3 clusters Score -2010927 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2014243.000000 Penalty: 4704.340332
	Iteration 1F: 3 clusters Score -2014243 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2014950.500000 Penalty: 4704.340332
	Iteration 2F: 3 clusters Score -2014950 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2015708.000000 Penalty: 4704.340332
	Iteration 3F: 3 clusters Score -2015708 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2016440.250000 Penalty: 4704.340332
	Iteration 4F: 3 clusters Score -2016440 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2017053.375000 Penalty: 4704.340332
	Iteration 5F: 3 clusters Score -2017053 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2017644.125000 Penalty: 4704.340332
	Iteration 6F: 3 clusters Score -2017644 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2018221.125000 Penalty: 4704.340332
	Iteration 7F: 3 clusters Score -2018221 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2018763.250000 Penalty: 4704.340332
	Iteration 8Q: 3 clusters Score -2018763 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2019228.500000 Penalty: 4704.340332
	Iteration 9Q: 3 clusters Score -2019228 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2019525.000000 Penalty: 4704.340332
	Iteration 10Q: 3 clusters Score -2019525 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2019714.750000 Penalty: 4704.340332
	Iteration 11Q: 3 clusters Score -2019715 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2019816.500000 Penalty: 4704.340332
	Iteration 12Q: 3 clusters Score -2019816 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -2019875.000000 Penalty: 4704.340332
	Iteration 13Q: 3 clusters Score -2019875 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2019908.625000 Penalty: 4704.340332
	Iteration 14Q: 3 clusters Score -2019909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2019934.000000 Penalty: 4704.340332
	Iteration 15Q: 3 clusters Score -2019934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2019957.250000 Penalty: 4704.340332
	Iteration 16Q: 3 clusters Score -2019957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2019979.125000 Penalty: 4704.340332
	Iteration 17Q: 3 clusters Score -2019979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2019986.625000 Penalty: 4704.340332
	Iteration 18Q: 3 clusters Score -2019987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2019989.750000 Penalty: 4704.340332
	Iteration 19Q: 3 clusters Score -2019990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2019997.625000 Penalty: 4704.340332
	Iteration 20F: 3 clusters Score -2019998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2019997.750000 Penalty: 4704.340332
	Iteration 21Q: 3 clusters Score -2019998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2020005.750000 Penalty: 4704.340332
	Iteration 22Q: 3 clusters Score -2020006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -2020005.750000 Penalty: 4704.340332
	Iteration 23Q: 3 clusters Score -2020006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2020008.250000 Penalty: 4704.340332
	Iteration 24Q: 3 clusters Score -2020008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2020004.500000 Penalty: 4704.340332
	Iteration 25Q: 3 clusters Score -2020004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2020003.625000 Penalty: 4704.340332
	Iteration 26Q: 3 clusters Score -2020004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2020002.750000 Penalty: 4704.340332
	Iteration 27Q: 3 clusters Score -2020003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2019999.625000 Penalty: 4704.340332
	Iteration 28Q: 3 clusters Score -2020000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2020000.875000 Penalty: 4704.340332
	Iteration 29Q: 3 clusters Score -2020001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2020000.875000 Penalty: 4704.340332
	Iteration 30Q: 3 clusters Score -2020001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2020000.875000 Penalty: 4704.340332
	Iteration 31F: 3 clusters Score -2020001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -92658.695312 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -92658.7 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 319 members 
Entering Unmasked Estep 
Score: -91045.164062 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91045.16 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91338.945312 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91338.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91540.390625 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -91540.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91755.109375 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -91755.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -92039.914062 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -92039.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92308.257812 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -92308.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -92608.164062 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92608.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92854.679688 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92854.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92892.250000 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92892.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92894.960938 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92894.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92894.960938 Penalty: 3220.151123
	Iteration 10F: 3 clusters Score -92894.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125293 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139689 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 216 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34014 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95880 members 
Mstep: Class 24 contains 42116 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 444 members 
Entering Unmasked Estep 
Score: -86717584.000000 Penalty: 118243.585938
Splitting cluster 18 changes total score from -86718952.000000 to -86717584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -142393.343750 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -142393.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -140451.687500 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -140451.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -140962.625000 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -140962.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -141298.046875 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -141298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141614.156250 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -141614.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -141891.546875 Penalty: 3470.807617
	Iteration 4F: 3 clusters Score -141891.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -142125.546875 Penalty: 3470.807617
	Iteration 5F: 3 clusters Score -142125.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -142298.562500 Penalty: 3470.807617
	Iteration 6F: 3 clusters Score -142298.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -142479.718750 Penalty: 3470.807617
	Iteration 7F: 3 clusters Score -142479.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142606.265625 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -142606.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -142678.468750 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -142678.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -142713.140625 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -142713.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -142741.203125 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -142741.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -142773.000000 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -142773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -142826.296875 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -142826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142877.484375 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -142877.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -142898.625000 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -142898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142923.187500 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -142923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -142937.390625 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -142937.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142944.703125 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -142944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -142949.968750 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -142950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142956.296875 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -142956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142972.234375 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -142972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -142972.234375 Penalty: 3470.807617
	Iteration 22F: 3 clusters Score -142972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125293 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139689 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 643 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34014 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95880 members 
Mstep: Class 24 contains 42116 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 451 members 
Entering Unmasked Estep 
Score: -86718104.000000 Penalty: 118243.585938
Splitting cluster 19 changes total score from -86718952.000000 to -86718104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (19367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Entering Unmasked Estep 
Score: -3028064.250000 Penalty: 2448.088623
	Iteration 0F: 2 clusters Score -3028064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3014463.750000 Penalty: 4896.177246
	Iteration 0F: 3 clusters Score -3014464 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3018989.750000 Penalty: 4896.177246
	Iteration 1F: 3 clusters Score -3018990 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3019464.750000 Penalty: 4896.177246
	Iteration 2F: 3 clusters Score -3019465 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3019925.500000 Penalty: 4896.177246
	Iteration 3F: 3 clusters Score -3019926 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3020457.750000 Penalty: 4896.177246
	Iteration 4F: 3 clusters Score -3020458 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3020992.250000 Penalty: 4896.177246
	Iteration 5F: 3 clusters Score -3020992 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3021462.000000 Penalty: 4896.177246
	Iteration 6F: 3 clusters Score -3021462 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3021907.500000 Penalty: 4896.177246
	Iteration 7Q: 3 clusters Score -3021908 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3022340.250000 Penalty: 4896.177246
	Iteration 8Q: 3 clusters Score -3022340 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3022797.250000 Penalty: 4896.177246
	Iteration 9Q: 3 clusters Score -3022797 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -3023272.000000 Penalty: 4896.177246
	Iteration 10Q: 3 clusters Score -3023272 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3023746.750000 Penalty: 4896.177246
	Iteration 11Q: 3 clusters Score -3023747 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3024261.250000 Penalty: 4896.177246
	Iteration 12Q: 3 clusters Score -3024261 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3024822.750000 Penalty: 4896.177246
	Iteration 13Q: 3 clusters Score -3024823 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3025428.750000 Penalty: 4896.177246
	Iteration 14Q: 3 clusters Score -3025429 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3026192.500000 Penalty: 4896.177246
	Iteration 15Q: 3 clusters Score -3026192 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3026797.000000 Penalty: 4896.177246
	Iteration 16Q: 3 clusters Score -3026797 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -3027132.750000 Penalty: 4896.177246
	Iteration 17Q: 3 clusters Score -3027133 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3027279.000000 Penalty: 4896.177246
	Iteration 18Q: 3 clusters Score -3027279 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3027354.500000 Penalty: 4896.177246
	Iteration 19Q: 3 clusters Score -3027354 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3027407.750000 Penalty: 4896.177246
	Iteration 20F: 3 clusters Score -3027408 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -3027429.000000 Penalty: 4896.177246
	Iteration 21Q: 3 clusters Score -3027429 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3027477.000000 Penalty: 4896.177246
	Iteration 22Q: 3 clusters Score -3027477 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3027484.750000 Penalty: 4896.177246
	Iteration 23Q: 3 clusters Score -3027485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3027502.250000 Penalty: 4896.177246
	Iteration 24Q: 3 clusters Score -3027502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3027505.750000 Penalty: 4896.177246
	Iteration 25Q: 3 clusters Score -3027506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -3027514.250000 Penalty: 4896.177246
	Iteration 26Q: 3 clusters Score -3027514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3027521.500000 Penalty: 4896.177246
	Iteration 27Q: 3 clusters Score -3027522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3027530.500000 Penalty: 4896.177246
	Iteration 28Q: 3 clusters Score -3027530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3027541.500000 Penalty: 4896.177246
	Iteration 29Q: 3 clusters Score -3027542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3027546.750000 Penalty: 4896.177246
	Iteration 30Q: 3 clusters Score -3027547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3027546.000000 Penalty: 4896.177246
	Iteration 31Q: 3 clusters Score -3027546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3027542.500000 Penalty: 4896.177246
	Iteration 32Q: 3 clusters Score -3027542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3027548.500000 Penalty: 4896.177246
	Iteration 33Q: 3 clusters Score -3027548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3027551.000000 Penalty: 4896.177246
	Iteration 34Q: 3 clusters Score -3027551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3027552.250000 Penalty: 4896.177246
	Iteration 35Q: 3 clusters Score -3027552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3027560.750000 Penalty: 4896.177246
	Iteration 36Q: 3 clusters Score -3027561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -3027567.500000 Penalty: 4896.177246
	Iteration 37Q: 3 clusters Score -3027568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3027569.750000 Penalty: 4896.177246
	Iteration 38Q: 3 clusters Score -3027570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3027576.750000 Penalty: 4896.177246
	Iteration 39Q: 3 clusters Score -3027577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3027574.500000 Penalty: 4896.177246
	Iteration 40F: 3 clusters Score -3027574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -3027573.500000 Penalty: 4896.177246
	Iteration 41Q: 3 clusters Score -3027574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3027577.500000 Penalty: 4896.177246
	Iteration 42Q: 3 clusters Score -3027578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3027579.750000 Penalty: 4896.177246
	Iteration 43Q: 3 clusters Score -3027580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3027586.250000 Penalty: 4896.177246
	Iteration 44Q: 3 clusters Score -3027586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -3027588.000000 Penalty: 4896.177246
	Iteration 45Q: 3 clusters Score -3027588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3027588.500000 Penalty: 4896.177246
	Iteration 46Q: 3 clusters Score -3027588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3027593.250000 Penalty: 4896.177246
	Iteration 47Q: 3 clusters Score -3027593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3027598.250000 Penalty: 4896.177246
	Iteration 48Q: 3 clusters Score -3027598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3027597.500000 Penalty: 4896.177246
	Iteration 49Q: 3 clusters Score -3027598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3027595.500000 Penalty: 4896.177246
	Iteration 50Q: 3 clusters Score -3027596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3027593.000000 Penalty: 4896.177246
	Iteration 51Q: 3 clusters Score -3027593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3027594.750000 Penalty: 4896.177246
	Iteration 52Q: 3 clusters Score -3027595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3027596.750000 Penalty: 4896.177246
	Iteration 53Q: 3 clusters Score -3027597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -3027597.000000 Penalty: 4896.177246
	Iteration 54Q: 3 clusters Score -3027597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3027602.500000 Penalty: 4896.177246
	Iteration 55Q: 3 clusters Score -3027602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3027606.250000 Penalty: 4896.177246
	Iteration 56Q: 3 clusters Score -3027606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3027602.000000 Penalty: 4896.177246
	Iteration 57Q: 3 clusters Score -3027602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3027600.000000 Penalty: 4896.177246
	Iteration 58Q: 3 clusters Score -3027600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3027600.000000 Penalty: 4896.177246
	Iteration 59Q: 3 clusters Score -3027600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3027606.500000 Penalty: 4896.177246
	Iteration 60F: 3 clusters Score -3027606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3027600.500000 Penalty: 4896.177246
	Iteration 61Q: 3 clusters Score -3027600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3027607.250000 Penalty: 4896.177246
	Iteration 62Q: 3 clusters Score -3027607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3027605.500000 Penalty: 4896.177246
	Iteration 63Q: 3 clusters Score -3027606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3027606.500000 Penalty: 4896.177246
	Iteration 64Q: 3 clusters Score -3027606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3027604.250000 Penalty: 4896.177246
	Iteration 65Q: 3 clusters Score -3027604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3027605.750000 Penalty: 4896.177246
	Iteration 66Q: 3 clusters Score -3027606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -3027610.500000 Penalty: 4896.177246
	Iteration 67Q: 3 clusters Score -3027610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3027609.000000 Penalty: 4896.177246
	Iteration 68Q: 3 clusters Score -3027609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3027610.750000 Penalty: 4896.177246
	Iteration 69Q: 3 clusters Score -3027611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3027611.750000 Penalty: 4896.177246
	Iteration 70Q: 3 clusters Score -3027612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3027613.000000 Penalty: 4896.177246
	Iteration 71Q: 3 clusters Score -3027613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3027615.000000 Penalty: 4896.177246
	Iteration 72Q: 3 clusters Score -3027615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3027614.500000 Penalty: 4896.177246
	Iteration 73Q: 3 clusters Score -3027614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3027614.250000 Penalty: 4896.177246
	Iteration 74Q: 3 clusters Score -3027614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3027614.500000 Penalty: 4896.177246
	Iteration 75Q: 3 clusters Score -3027614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3027618.500000 Penalty: 4896.177246
	Iteration 76Q: 3 clusters Score -3027618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3027619.000000 Penalty: 4896.177246
	Iteration 77Q: 3 clusters Score -3027619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -3027616.000000 Penalty: 4896.177246
	Iteration 78Q: 3 clusters Score -3027616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3027619.000000 Penalty: 4896.177246
	Iteration 79Q: 3 clusters Score -3027619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3027616.000000 Penalty: 4896.177246
	Iteration 80F: 3 clusters Score -3027616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Entering Unmasked Estep 
Score: -5273151.500000 Penalty: 2587.762695
	Iteration 0F: 2 clusters Score -5273152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -5250046.500000 Penalty: 5175.525391
	Iteration 0F: 3 clusters Score -5250046 nChanged 15420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -5258128.000000 Penalty: 5175.525391
	Iteration 1F: 3 clusters Score -5258128 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -5258551.000000 Penalty: 5175.525391
	Iteration 2Q: 3 clusters Score -5258551 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -5258855.000000 Penalty: 5175.525391
	Iteration 3Q: 3 clusters Score -5258855 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5259127.000000 Penalty: 5175.525391
	Iteration 4Q: 3 clusters Score -5259127 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5259482.500000 Penalty: 5175.525391
	Iteration 5Q: 3 clusters Score -5259482 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -5259881.000000 Penalty: 5175.525391
	Iteration 6Q: 3 clusters Score -5259881 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5260478.000000 Penalty: 5175.525391
	Iteration 7Q: 3 clusters Score -5260478 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5261323.500000 Penalty: 5175.525391
	Iteration 8Q: 3 clusters Score -5261324 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -5262536.500000 Penalty: 5175.525391
	Iteration 9F: 3 clusters Score -5262536 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5264065.000000 Penalty: 5175.525391
	Iteration 10F: 3 clusters Score -5264065 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -5265644.500000 Penalty: 5175.525391
	Iteration 11F: 3 clusters Score -5265644 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -5267221.500000 Penalty: 5175.525391
	Iteration 12F: 3 clusters Score -5267222 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -5268533.000000 Penalty: 5175.525391
	Iteration 13Q: 3 clusters Score -5268533 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -5269466.500000 Penalty: 5175.525391
	Iteration 14Q: 3 clusters Score -5269466 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -5270053.000000 Penalty: 5175.525391
	Iteration 15Q: 3 clusters Score -5270053 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -5270396.000000 Penalty: 5175.525391
	Iteration 16Q: 3 clusters Score -5270396 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -5270625.500000 Penalty: 5175.525391
	Iteration 17Q: 3 clusters Score -5270626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -5270713.500000 Penalty: 5175.525391
	Iteration 18Q: 3 clusters Score -5270714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -5270770.000000 Penalty: 5175.525391
	Iteration 19Q: 3 clusters Score -5270770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5270802.000000 Penalty: 5175.525391
	Iteration 20F: 3 clusters Score -5270802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5270818.500000 Penalty: 5175.525391
	Iteration 21Q: 3 clusters Score -5270818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -5270830.000000 Penalty: 5175.525391
	Iteration 22Q: 3 clusters Score -5270830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5270843.500000 Penalty: 5175.525391
	Iteration 23Q: 3 clusters Score -5270844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -5270851.500000 Penalty: 5175.525391
	Iteration 24Q: 3 clusters Score -5270852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -5270849.000000 Penalty: 5175.525391
	Iteration 25Q: 3 clusters Score -5270849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -5270856.500000 Penalty: 5175.525391
	Iteration 26Q: 3 clusters Score -5270856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -5270858.000000 Penalty: 5175.525391
	Iteration 27Q: 3 clusters Score -5270858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -5270858.000000 Penalty: 5175.525391
	Iteration 28F: 3 clusters Score -5270858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -989707.937500 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -989707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -984205.687500 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -984205.7 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -985640.312500 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -985640.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -985968.437500 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -985968.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -986291.375000 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -986291.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -986585.875000 Penalty: 4364.632324
	Iteration 4F: 3 clusters Score -986585.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -986809.000000 Penalty: 4364.632324
	Iteration 5F: 3 clusters Score -986809 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -986986.312500 Penalty: 4364.632324
	Iteration 6Q: 3 clusters Score -986986.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -987145.375000 Penalty: 4364.632324
	Iteration 7Q: 3 clusters Score -987145.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -987301.250000 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -987301.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -987464.187500 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -987464.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -987633.375000 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -987633.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -987775.687500 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -987775.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -987956.750000 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -987956.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -988161.812500 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -988161.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -988378.625000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -988378.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -988599.625000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -988599.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -988790.625000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -988790.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -988968.375000 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -988968.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -989116.375000 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -989116.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -989228.812500 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -989228.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -989305.562500 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -989305.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -989356.875000 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -989356.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -989390.125000 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -989390.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -989417.687500 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -989417.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -989440.750000 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -989440.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -989459.750000 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -989459.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -989474.937500 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -989474.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -989484.875000 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -989484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -989492.562500 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -989492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -989499.062500 Penalty: 4364.632324
	Iteration 29Q: 3 clusters Score -989499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -989500.437500 Penalty: 4364.632324
	Iteration 30Q: 3 clusters Score -989500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -989499.625000 Penalty: 4364.632324
	Iteration 31Q: 3 clusters Score -989499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -989501.562500 Penalty: 4364.632324
	Iteration 32Q: 3 clusters Score -989501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -989503.250000 Penalty: 4364.632324
	Iteration 33Q: 3 clusters Score -989503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -989504.375000 Penalty: 4364.632324
	Iteration 34Q: 3 clusters Score -989504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -989504.937500 Penalty: 4364.632324
	Iteration 35Q: 3 clusters Score -989504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -989506.437500 Penalty: 4364.632324
	Iteration 36Q: 3 clusters Score -989506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -989505.937500 Penalty: 4364.632324
	Iteration 37Q: 3 clusters Score -989505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -989505.937500 Penalty: 4364.632324
	Iteration 38F: 3 clusters Score -989505.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Entering Unmasked Estep 
Score: -15134613.000000 Penalty: 2844.771484
	Iteration 0F: 2 clusters Score -1.513461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -15071600.000000 Penalty: 5689.542969
	Iteration 0F: 3 clusters Score -1.50716e+07 nChanged 45275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -15098111.000000 Penalty: 5689.542969
	Iteration 1F: 3 clusters Score -1.509811e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -15099643.000000 Penalty: 5689.542969
	Iteration 2Q: 3 clusters Score -1.509964e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -15101524.000000 Penalty: 5689.542969
	Iteration 3Q: 3 clusters Score -1.510152e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -15104067.000000 Penalty: 5689.542969
	Iteration 4Q: 3 clusters Score -1.510407e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -15107140.000000 Penalty: 5689.542969
	Iteration 5F: 3 clusters Score -1.510714e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -15110800.000000 Penalty: 5689.542969
	Iteration 6F: 3 clusters Score -1.51108e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -15114781.000000 Penalty: 5689.542969
	Iteration 7F: 3 clusters Score -1.511478e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -15118481.000000 Penalty: 5689.542969
	Iteration 8F: 3 clusters Score -1.511848e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -15121016.000000 Penalty: 5689.542969
	Iteration 9Q: 3 clusters Score -1.512102e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -15122376.000000 Penalty: 5689.542969
	Iteration 10Q: 3 clusters Score -1.512238e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -15123053.000000 Penalty: 5689.542969
	Iteration 11Q: 3 clusters Score -1.512305e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -15123442.000000 Penalty: 5689.542969
	Iteration 12Q: 3 clusters Score -1.512344e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -15123829.000000 Penalty: 5689.542969
	Iteration 13Q: 3 clusters Score -1.512383e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
Score: -15124126.000000 Penalty: 5689.542969
	Iteration 14Q: 3 clusters Score -1.512413e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -15124384.000000 Penalty: 5689.542969
	Iteration 15Q: 3 clusters Score -1.512438e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -15124701.000000 Penalty: 5689.542969
	Iteration 16Q: 3 clusters Score -1.51247e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -15125152.000000 Penalty: 5689.542969
	Iteration 17Q: 3 clusters Score -1.512515e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -15125570.000000 Penalty: 5689.542969
	Iteration 18Q: 3 clusters Score -1.512557e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -15125859.000000 Penalty: 5689.542969
	Iteration 19Q: 3 clusters Score -1.512586e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -15126265.000000 Penalty: 5689.542969
	Iteration 20F: 3 clusters Score -1.512626e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -15126602.000000 Penalty: 5689.542969
	Iteration 21Q: 3 clusters Score -1.51266e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -15126917.000000 Penalty: 5689.542969
	Iteration 22Q: 3 clusters Score -1.512692e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -15127315.000000 Penalty: 5689.542969
	Iteration 23Q: 3 clusters Score -1.512732e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -15127682.000000 Penalty: 5689.542969
	Iteration 24Q: 3 clusters Score -1.512768e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -15127991.000000 Penalty: 5689.542969
	Iteration 25Q: 3 clusters Score -1.512799e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 83543 members 
Entering Unmasked Estep 
Score: -15128297.000000 Penalty: 5689.542969
	Iteration 26Q: 3 clusters Score -1.51283e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -15128589.000000 Penalty: 5689.542969
	Iteration 27Q: 3 clusters Score -1.512859e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -15128918.000000 Penalty: 5689.542969
	Iteration 28Q: 3 clusters Score -1.512892e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 86374 members 
Entering Unmasked Estep 
Score: -15129267.000000 Penalty: 5689.542969
	Iteration 29Q: 3 clusters Score -1.512927e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 87239 members 
Entering Unmasked Estep 
Score: -15129630.000000 Penalty: 5689.542969
	Iteration 30Q: 3 clusters Score -1.512963e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -15129916.000000 Penalty: 5689.542969
	Iteration 31Q: 3 clusters Score -1.512992e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 88867 members 
Entering Unmasked Estep 
Score: -15130173.000000 Penalty: 5689.542969
	Iteration 32Q: 3 clusters Score -1.513017e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 89556 members 
Entering Unmasked Estep 
Score: -15130405.000000 Penalty: 5689.542969
	Iteration 33Q: 3 clusters Score -1.51304e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -15130538.000000 Penalty: 5689.542969
	Iteration 34Q: 3 clusters Score -1.513054e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -15130744.000000 Penalty: 5689.542969
	Iteration 35Q: 3 clusters Score -1.513074e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -15130923.000000 Penalty: 5689.542969
	Iteration 36Q: 3 clusters Score -1.513092e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -15131092.000000 Penalty: 5689.542969
	Iteration 37Q: 3 clusters Score -1.513109e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -15131249.000000 Penalty: 5689.542969
	Iteration 38Q: 3 clusters Score -1.513125e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -15131398.000000 Penalty: 5689.542969
	Iteration 39Q: 3 clusters Score -1.51314e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 92926 members 
Entering Unmasked Estep 
Score: -15131519.000000 Penalty: 5689.542969
	Iteration 40F: 3 clusters Score -1.513152e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -15131607.000000 Penalty: 5689.542969
	Iteration 41Q: 3 clusters Score -1.513161e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -15131711.000000 Penalty: 5689.542969
	Iteration 42Q: 3 clusters Score -1.513171e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 93609 members 
Entering Unmasked Estep 
Score: -15131799.000000 Penalty: 5689.542969
	Iteration 43Q: 3 clusters Score -1.51318e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -15131859.000000 Penalty: 5689.542969
	Iteration 44Q: 3 clusters Score -1.513186e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 93877 members 
Entering Unmasked Estep 
Score: -15131890.000000 Penalty: 5689.542969
	Iteration 45Q: 3 clusters Score -1.513189e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 93971 members 
Entering Unmasked Estep 
Score: -15131961.000000 Penalty: 5689.542969
	Iteration 46Q: 3 clusters Score -1.513196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 94050 members 
Entering Unmasked Estep 
Score: -15132008.000000 Penalty: 5689.542969
	Iteration 47Q: 3 clusters Score -1.513201e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -15132030.000000 Penalty: 5689.542969
	Iteration 48Q: 3 clusters Score -1.513203e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -15132070.000000 Penalty: 5689.542969
	Iteration 49Q: 3 clusters Score -1.513207e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 94262 members 
Entering Unmasked Estep 
Score: -15132108.000000 Penalty: 5689.542969
	Iteration 50Q: 3 clusters Score -1.513211e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 94328 members 
Entering Unmasked Estep 
Score: -15132140.000000 Penalty: 5689.542969
	Iteration 51Q: 3 clusters Score -1.513214e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -15132182.000000 Penalty: 5689.542969
	Iteration 52Q: 3 clusters Score -1.513218e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 94440 members 
Entering Unmasked Estep 
Score: -15132177.000000 Penalty: 5689.542969
	Iteration 53Q: 3 clusters Score -1.513218e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 94472 members 
Entering Unmasked Estep 
Score: -15132192.000000 Penalty: 5689.542969
	Iteration 54Q: 3 clusters Score -1.513219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 94500 members 
Entering Unmasked Estep 
Score: -15132200.000000 Penalty: 5689.542969
	Iteration 55Q: 3 clusters Score -1.51322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 94529 members 
Entering Unmasked Estep 
Score: -15132221.000000 Penalty: 5689.542969
	Iteration 56Q: 3 clusters Score -1.513222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -15132229.000000 Penalty: 5689.542969
	Iteration 57Q: 3 clusters Score -1.513223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -15132224.000000 Penalty: 5689.542969
	Iteration 58Q: 3 clusters Score -1.513222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 94592 members 
Entering Unmasked Estep 
Score: -15132222.000000 Penalty: 5689.542969
	Iteration 59Q: 3 clusters Score -1.513222e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -15132239.000000 Penalty: 5689.542969
	Iteration 60F: 3 clusters Score -1.513224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -15132245.000000 Penalty: 5689.542969
	Iteration 61Q: 3 clusters Score -1.513224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -15132257.000000 Penalty: 5689.542969
	Iteration 62Q: 3 clusters Score -1.513226e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 94681 members 
Entering Unmasked Estep 
Score: -15132284.000000 Penalty: 5689.542969
	Iteration 63Q: 3 clusters Score -1.513228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -15132301.000000 Penalty: 5689.542969
	Iteration 64Q: 3 clusters Score -1.51323e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
Score: -15132307.000000 Penalty: 5689.542969
	Iteration 65Q: 3 clusters Score -1.513231e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -15132328.000000 Penalty: 5689.542969
	Iteration 66Q: 3 clusters Score -1.513233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
Score: -15132342.000000 Penalty: 5689.542969
	Iteration 67Q: 3 clusters Score -1.513234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 94776 members 
Entering Unmasked Estep 
Score: -15132357.000000 Penalty: 5689.542969
	Iteration 68Q: 3 clusters Score -1.513236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -15132371.000000 Penalty: 5689.542969
	Iteration 69Q: 3 clusters Score -1.513237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 94811 members 
Entering Unmasked Estep 
Score: -15132369.000000 Penalty: 5689.542969
	Iteration 70Q: 3 clusters Score -1.513237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 94817 members 
Entering Unmasked Estep 
Score: -15132387.000000 Penalty: 5689.542969
	Iteration 71Q: 3 clusters Score -1.513239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 94826 members 
Entering Unmasked Estep 
Score: -15132373.000000 Penalty: 5689.542969
	Iteration 72Q: 3 clusters Score -1.513237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -15132374.000000 Penalty: 5689.542969
	Iteration 73Q: 3 clusters Score -1.513237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -15132366.000000 Penalty: 5689.542969
	Iteration 74Q: 3 clusters Score -1.513237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 94849 members 
Entering Unmasked Estep 
Score: -15132382.000000 Penalty: 5689.542969
	Iteration 75Q: 3 clusters Score -1.513238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -15132389.000000 Penalty: 5689.542969
	Iteration 76Q: 3 clusters Score -1.513239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -15132385.000000 Penalty: 5689.542969
	Iteration 77Q: 3 clusters Score -1.513238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -15132390.000000 Penalty: 5689.542969
	Iteration 78Q: 3 clusters Score -1.513239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -15132381.000000 Penalty: 5689.542969
	Iteration 79Q: 3 clusters Score -1.513238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -15132373.000000 Penalty: 5689.542969
	Iteration 80F: 3 clusters Score -1.513237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -15132382.000000 Penalty: 5689.542969
	Iteration 81Q: 3 clusters Score -1.513238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -15132378.000000 Penalty: 5689.542969
	Iteration 82Q: 3 clusters Score -1.513238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 94881 members 
Entering Unmasked Estep 
Score: -15132375.000000 Penalty: 5689.542969
	Iteration 83Q: 3 clusters Score -1.513238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -15132377.000000 Penalty: 5689.542969
	Iteration 84Q: 3 clusters Score -1.513238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -15132387.000000 Penalty: 5689.542969
	Iteration 85Q: 3 clusters Score -1.513239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -15132392.000000 Penalty: 5689.542969
	Iteration 86Q: 3 clusters Score -1.513239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -15132389.000000 Penalty: 5689.542969
	Iteration 87Q: 3 clusters Score -1.513239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -15132388.000000 Penalty: 5689.542969
	Iteration 88Q: 3 clusters Score -1.513239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -15132394.000000 Penalty: 5689.542969
	Iteration 89Q: 3 clusters Score -1.513239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -15132394.000000 Penalty: 5689.542969
	Iteration 90Q: 3 clusters Score -1.513239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -15132400.000000 Penalty: 5689.542969
	Iteration 91Q: 3 clusters Score -1.51324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -15132402.000000 Penalty: 5689.542969
	Iteration 92Q: 3 clusters Score -1.51324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -15132402.000000 Penalty: 5689.542969
	Iteration 93F: 3 clusters Score -1.51324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Entering Unmasked Estep 
Score: -6532314.500000 Penalty: 2640.749268
	Iteration 0F: 2 clusters Score -6532314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -6503704.500000 Penalty: 5281.498535
	Iteration 0F: 3 clusters Score -6503704 nChanged 19330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -6514305.500000 Penalty: 5281.498535
	Iteration 1F: 3 clusters Score -6514306 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -6514672.500000 Penalty: 5281.498535
	Iteration 2Q: 3 clusters Score -6514672 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -6515100.500000 Penalty: 5281.498535
	Iteration 3Q: 3 clusters Score -6515100 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -6515474.000000 Penalty: 5281.498535
	Iteration 4Q: 3 clusters Score -6515474 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -6515956.000000 Penalty: 5281.498535
	Iteration 5Q: 3 clusters Score -6515956 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -6516723.000000 Penalty: 5281.498535
	Iteration 6Q: 3 clusters Score -6516723 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -6517881.500000 Penalty: 5281.498535
	Iteration 7Q: 3 clusters Score -6517882 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -6519652.500000 Penalty: 5281.498535
	Iteration 8F: 3 clusters Score -6519652 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -6522253.500000 Penalty: 5281.498535
	Iteration 9F: 3 clusters Score -6522254 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -6525374.000000 Penalty: 5281.498535
	Iteration 10F: 3 clusters Score -6525374 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6527749.500000 Penalty: 5281.498535
	Iteration 11F: 3 clusters Score -6527750 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -6529039.000000 Penalty: 5281.498535
	Iteration 12Q: 3 clusters Score -6529039 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6529577.000000 Penalty: 5281.498535
	Iteration 13Q: 3 clusters Score -6529577 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6529781.500000 Penalty: 5281.498535
	Iteration 14Q: 3 clusters Score -6529782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6529876.500000 Penalty: 5281.498535
	Iteration 15Q: 3 clusters Score -6529876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6529922.000000 Penalty: 5281.498535
	Iteration 16Q: 3 clusters Score -6529922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6529941.500000 Penalty: 5281.498535
	Iteration 17Q: 3 clusters Score -6529942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6529944.500000 Penalty: 5281.498535
	Iteration 18Q: 3 clusters Score -6529944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6529943.000000 Penalty: 5281.498535
	Iteration 19Q: 3 clusters Score -6529943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6529959.000000 Penalty: 5281.498535
	Iteration 20F: 3 clusters Score -6529959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6529962.500000 Penalty: 5281.498535
	Iteration 21Q: 3 clusters Score -6529962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6529962.500000 Penalty: 5281.498535
	Iteration 22F: 3 clusters Score -6529962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -23245.519531 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -23245.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22229.832031 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -22229.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22263.300781 Penalty: 2567.370361
	Iteration 1Q: 3 clusters Score -22263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22267.171875 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22267.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22282.035156 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -22282.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22287.167969 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -22287.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22287.167969 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -22287.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -138574.796875 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -138574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136649.171875 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -136649.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -137062.390625 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -137062.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -137367.921875 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -137367.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -137612.375000 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -137612.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -137792.890625 Penalty: 3432.653076
	Iteration 4F: 3 clusters Score -137792.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -137877.984375 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -137878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137950.078125 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -137950.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -137962.500000 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -137962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -137972.218750 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -137972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -137976.843750 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -137976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137991.718750 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -137991.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -138008.046875 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -138008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -138020.484375 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -138020.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138037.046875 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -138037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -138053.265625 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -138053.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -138070.375000 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -138070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -138080.906250 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -138080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -138086.375000 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -138086.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138090.625000 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -138090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138095.453125 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -138095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -138100.765625 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -138100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138105.453125 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -138105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -138108.609375 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -138108.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -138112.640625 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -138112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -138117.765625 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -138117.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -138125.421875 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -138125.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -138131.687500 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -138131.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -138144.671875 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -138144.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138150.703125 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -138150.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -138157.390625 Penalty: 3432.653076
	Iteration 29Q: 3 clusters Score -138157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -138158.937500 Penalty: 3432.653076
	Iteration 30Q: 3 clusters Score -138158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138161.140625 Penalty: 3432.653076
	Iteration 31Q: 3 clusters Score -138161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -138161.140625 Penalty: 3432.653076
	Iteration 32F: 3 clusters Score -138161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -81777.007812 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -81777.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80185.382812 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -80185.38 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80421.093750 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -80421.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -80506.671875 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -80506.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80602.679688 Penalty: 3188.340332
	Iteration 3Q: 3 clusters Score -80602.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -80745.156250 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -80745.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -80810.117188 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -80810.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80858.468750 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -80858.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -80896.203125 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -80896.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80943.078125 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -80943.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81009.828125 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -81009.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81046.343750 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -81046.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81066.062500 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -81066.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81079.789062 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -81079.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81088.734375 Penalty: 3188.340332
	Iteration 13Q: 3 clusters Score -81088.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81095.562500 Penalty: 3188.340332
	Iteration 14Q: 3 clusters Score -81095.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81098.890625 Penalty: 3188.340332
	Iteration 15Q: 3 clusters Score -81098.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81103.476562 Penalty: 3188.340332
	Iteration 16Q: 3 clusters Score -81103.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81114.390625 Penalty: 3188.340332
	Iteration 17Q: 3 clusters Score -81114.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81122.765625 Penalty: 3188.340332
	Iteration 18Q: 3 clusters Score -81122.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81122.765625 Penalty: 3188.340332
	Iteration 19F: 3 clusters Score -81122.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -92587.117188 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -92587.12 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 322 members 
Entering Unmasked Estep 
Score: -90974.500000 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -90974.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91202.453125 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -91202.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91289.687500 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -91289.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91324.125000 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -91324.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91338.421875 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -91338.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91346.531250 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -91346.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -91349.421875 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -91349.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91355.148438 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -91355.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91360.742188 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -91360.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91364.296875 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -91364.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91367.320312 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -91367.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91368.187500 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -91368.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91370.421875 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -91370.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91370.421875 Penalty: 3217.135742
	Iteration 13F: 3 clusters Score -91370.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -213267.296875 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -213267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -211007.578125 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -211007.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -211364.750000 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -211364.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -211507.343750 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -211507.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211590.546875 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -211590.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211643.046875 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -211643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -211680.687500 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -211680.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -211708.250000 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -211708.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211731.156250 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -211731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -211743.984375 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -211744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -211760.125000 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -211760.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -211775.250000 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -211775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -211780.093750 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -211780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -211782.468750 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -211782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -211786.656250 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -211786.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -211788.500000 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -211788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -211790.125000 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -211790.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -211790.625000 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -211790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211793.406250 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -211793.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211795.359375 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -211795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -211799.593750 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -211799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211802.765625 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -211802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -211806.312500 Penalty: 3618.684570
	Iteration 21Q: 3 clusters Score -211806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -211808.906250 Penalty: 3618.684570
	Iteration 22Q: 3 clusters Score -211808.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -211813.796875 Penalty: 3618.684570
	Iteration 23Q: 3 clusters Score -211813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -211817.859375 Penalty: 3618.684570
	Iteration 24Q: 3 clusters Score -211817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -211824.671875 Penalty: 3618.684570
	Iteration 25Q: 3 clusters Score -211824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -211829.250000 Penalty: 3618.684570
	Iteration 26Q: 3 clusters Score -211829.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211834.093750 Penalty: 3618.684570
	Iteration 27Q: 3 clusters Score -211834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -211837.093750 Penalty: 3618.684570
	Iteration 28Q: 3 clusters Score -211837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -211838.156250 Penalty: 3618.684570
	Iteration 29Q: 3 clusters Score -211838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -211838.156250 Penalty: 3618.684570
	Iteration 30F: 3 clusters Score -211838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Entering Unmasked Estep 
Score: -1479806.125000 Penalty: 2271.234863
	Iteration 0F: 2 clusters Score -1479806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1472418.250000 Penalty: 4542.469727
	Iteration 0F: 3 clusters Score -1472418 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1474467.375000 Penalty: 4542.469727
	Iteration 1F: 3 clusters Score -1474467 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1474706.625000 Penalty: 4542.469727
	Iteration 2F: 3 clusters Score -1474707 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1474875.000000 Penalty: 4542.469727
	Iteration 3Q: 3 clusters Score -1474875 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1475000.500000 Penalty: 4542.469727
	Iteration 4Q: 3 clusters Score -1475000 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1475117.125000 Penalty: 4542.469727
	Iteration 5Q: 3 clusters Score -1475117 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1475210.875000 Penalty: 4542.469727
	Iteration 6Q: 3 clusters Score -1475211 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1475306.625000 Penalty: 4542.469727
	Iteration 7Q: 3 clusters Score -1475307 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1475410.500000 Penalty: 4542.469727
	Iteration 8Q: 3 clusters Score -1475410 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1475522.625000 Penalty: 4542.469727
	Iteration 9Q: 3 clusters Score -1475523 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1475648.625000 Penalty: 4542.469727
	Iteration 10Q: 3 clusters Score -1475649 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1475778.750000 Penalty: 4542.469727
	Iteration 11Q: 3 clusters Score -1475779 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1475911.250000 Penalty: 4542.469727
	Iteration 12Q: 3 clusters Score -1475911 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1476053.875000 Penalty: 4542.469727
	Iteration 13Q: 3 clusters Score -1476054 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1476209.000000 Penalty: 4542.469727
	Iteration 14Q: 3 clusters Score -1476209 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1476378.875000 Penalty: 4542.469727
	Iteration 15Q: 3 clusters Score -1476379 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1476567.375000 Penalty: 4542.469727
	Iteration 16Q: 3 clusters Score -1476567 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1476726.125000 Penalty: 4542.469727
	Iteration 17Q: 3 clusters Score -1476726 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1476863.875000 Penalty: 4542.469727
	Iteration 18Q: 3 clusters Score -1476864 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1477002.000000 Penalty: 4542.469727
	Iteration 19Q: 3 clusters Score -1477002 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1477134.875000 Penalty: 4542.469727
	Iteration 20F: 3 clusters Score -1477135 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1477268.125000 Penalty: 4542.469727
	Iteration 21Q: 3 clusters Score -1477268 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1477369.500000 Penalty: 4542.469727
	Iteration 22Q: 3 clusters Score -1477370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1477454.750000 Penalty: 4542.469727
	Iteration 23Q: 3 clusters Score -1477455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1477527.125000 Penalty: 4542.469727
	Iteration 24Q: 3 clusters Score -1477527 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1477575.125000 Penalty: 4542.469727
	Iteration 25Q: 3 clusters Score -1477575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1477611.250000 Penalty: 4542.469727
	Iteration 26Q: 3 clusters Score -1477611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1477643.375000 Penalty: 4542.469727
	Iteration 27Q: 3 clusters Score -1477643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1477666.375000 Penalty: 4542.469727
	Iteration 28Q: 3 clusters Score -1477666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1477688.250000 Penalty: 4542.469727
	Iteration 29Q: 3 clusters Score -1477688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1477711.750000 Penalty: 4542.469727
	Iteration 30Q: 3 clusters Score -1477712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1477733.500000 Penalty: 4542.469727
	Iteration 31Q: 3 clusters Score -1477734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1477750.875000 Penalty: 4542.469727
	Iteration 32Q: 3 clusters Score -1477751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1477765.500000 Penalty: 4542.469727
	Iteration 33Q: 3 clusters Score -1477766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1477769.375000 Penalty: 4542.469727
	Iteration 34Q: 3 clusters Score -1477769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1477772.125000 Penalty: 4542.469727
	Iteration 35Q: 3 clusters Score -1477772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1477774.750000 Penalty: 4542.469727
	Iteration 36Q: 3 clusters Score -1477775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1477784.625000 Penalty: 4542.469727
	Iteration 37Q: 3 clusters Score -1477785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1477797.625000 Penalty: 4542.469727
	Iteration 38Q: 3 clusters Score -1477798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1477808.125000 Penalty: 4542.469727
	Iteration 39Q: 3 clusters Score -1477808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1477817.750000 Penalty: 4542.469727
	Iteration 40F: 3 clusters Score -1477818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1477826.250000 Penalty: 4542.469727
	Iteration 41Q: 3 clusters Score -1477826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1477830.875000 Penalty: 4542.469727
	Iteration 42Q: 3 clusters Score -1477831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1477841.250000 Penalty: 4542.469727
	Iteration 43Q: 3 clusters Score -1477841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1477845.875000 Penalty: 4542.469727
	Iteration 44Q: 3 clusters Score -1477846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1477851.000000 Penalty: 4542.469727
	Iteration 45Q: 3 clusters Score -1477851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1477855.250000 Penalty: 4542.469727
	Iteration 46Q: 3 clusters Score -1477855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1477859.250000 Penalty: 4542.469727
	Iteration 47Q: 3 clusters Score -1477859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1477861.000000 Penalty: 4542.469727
	Iteration 48Q: 3 clusters Score -1477861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1477861.750000 Penalty: 4542.469727
	Iteration 49Q: 3 clusters Score -1477862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1477861.750000 Penalty: 4542.469727
	Iteration 50Q: 3 clusters Score -1477862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1477861.750000 Penalty: 4542.469727
	Iteration 51F: 3 clusters Score -1477862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -31679.013672 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -31679.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30545.195312 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -30545.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30650.839844 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -30650.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30697.357422 Penalty: 2754.267822
	Iteration 2Q: 3 clusters Score -30697.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30722.910156 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -30722.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30747.863281 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -30747.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30758.947266 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -30758.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30767.593750 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -30767.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30781.173828 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -30781.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30816.496094 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -30816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30818.445312 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -30818.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30820.242188 Penalty: 2754.267822
	Iteration 10Q: 3 clusters Score -30820.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30828.771484 Penalty: 2754.267822
	Iteration 11Q: 3 clusters Score -30828.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30828.771484 Penalty: 2754.267822
	Iteration 12F: 3 clusters Score -30828.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -14116.517578 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -14116.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13363.825195 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -13363.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13442.394531 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -13442.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13462.315430 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -13462.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13555.835938 Penalty: 2481.957275
	Iteration 3F: 3 clusters Score -13555.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -593450.125000 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -593450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -589669.187500 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -589669.2 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -590444.250000 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -590444.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -590677.000000 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -590677 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -590839.500000 Penalty: 4091.919189
	Iteration 3F: 3 clusters Score -590839.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -590936.500000 Penalty: 4091.919189
	Iteration 4Q: 3 clusters Score -590936.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -591000.375000 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -591000.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -591049.125000 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -591049.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -591087.625000 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -591087.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -591115.125000 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -591115.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -591145.000000 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -591145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -591168.437500 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -591168.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -591189.000000 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -591189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -591209.500000 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -591209.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -591230.437500 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -591230.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -591244.937500 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -591244.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -591262.250000 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -591262.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -591280.750000 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -591280.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -591299.250000 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -591299.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -591321.812500 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -591321.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -591342.250000 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -591342.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -591374.125000 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -591374.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -591403.625000 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -591403.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -591436.187500 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -591436.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -591464.750000 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -591464.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -591499.500000 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -591499.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -591538.312500 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -591538.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -591588.625000 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -591588.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -591651.437500 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -591651.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -591701.937500 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -591701.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -591753.625000 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -591753.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -591797.312500 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -591797.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -591843.437500 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -591843.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -591900.250000 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -591900.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -591954.562500 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -591954.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -592022.375000 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -592022.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -592097.000000 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -592097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -592162.875000 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -592162.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -592188.500000 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -592188.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -592200.250000 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -592200.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -592206.500000 Penalty: 4091.919189
	Iteration 39Q: 3 clusters Score -592206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -592209.812500 Penalty: 4091.919189
	Iteration 40F: 3 clusters Score -592209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -592212.875000 Penalty: 4091.919189
	Iteration 41Q: 3 clusters Score -592212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -592213.187500 Penalty: 4091.919189
	Iteration 42Q: 3 clusters Score -592213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -592214.625000 Penalty: 4091.919189
	Iteration 43Q: 3 clusters Score -592214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -592214.812500 Penalty: 4091.919189
	Iteration 44Q: 3 clusters Score -592214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -592215.875000 Penalty: 4091.919189
	Iteration 45Q: 3 clusters Score -592215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -592216.125000 Penalty: 4091.919189
	Iteration 46Q: 3 clusters Score -592216.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -592216.875000 Penalty: 4091.919189
	Iteration 47Q: 3 clusters Score -592216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -592218.062500 Penalty: 4091.919189
	Iteration 48Q: 3 clusters Score -592218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -592218.750000 Penalty: 4091.919189
	Iteration 49Q: 3 clusters Score -592218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -592219.500000 Penalty: 4091.919189
	Iteration 50Q: 3 clusters Score -592219.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -592221.687500 Penalty: 4091.919189
	Iteration 51Q: 3 clusters Score -592221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -592222.312500 Penalty: 4091.919189
	Iteration 52Q: 3 clusters Score -592222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -592224.937500 Penalty: 4091.919189
	Iteration 53Q: 3 clusters Score -592224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -592225.062500 Penalty: 4091.919189
	Iteration 54Q: 3 clusters Score -592225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -592225.125000 Penalty: 4091.919189
	Iteration 55Q: 3 clusters Score -592225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -592226.500000 Penalty: 4091.919189
	Iteration 56Q: 3 clusters Score -592226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -592226.500000 Penalty: 4091.919189
	Iteration 57F: 3 clusters Score -592226.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Entering Unmasked Estep 
Score: -2273850.500000 Penalty: 2375.558594
	Iteration 0F: 2 clusters Score -2273850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2263424.250000 Penalty: 4751.117188
	Iteration 0F: 3 clusters Score -2263424 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2266640.000000 Penalty: 4751.117188
	Iteration 1F: 3 clusters Score -2266640 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2266998.250000 Penalty: 4751.117188
	Iteration 2F: 3 clusters Score -2266998 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2267259.250000 Penalty: 4751.117188
	Iteration 3F: 3 clusters Score -2267259 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2267470.500000 Penalty: 4751.117188
	Iteration 4Q: 3 clusters Score -2267470 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2267657.500000 Penalty: 4751.117188
	Iteration 5Q: 3 clusters Score -2267658 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2267853.750000 Penalty: 4751.117188
	Iteration 6Q: 3 clusters Score -2267854 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2268097.750000 Penalty: 4751.117188
	Iteration 7Q: 3 clusters Score -2268098 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2268389.000000 Penalty: 4751.117188
	Iteration 8Q: 3 clusters Score -2268389 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2268695.000000 Penalty: 4751.117188
	Iteration 9Q: 3 clusters Score -2268695 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2269133.000000 Penalty: 4751.117188
	Iteration 10Q: 3 clusters Score -2269133 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2269581.750000 Penalty: 4751.117188
	Iteration 11Q: 3 clusters Score -2269582 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2270007.250000 Penalty: 4751.117188
	Iteration 12Q: 3 clusters Score -2270007 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2270325.750000 Penalty: 4751.117188
	Iteration 13Q: 3 clusters Score -2270326 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2270605.750000 Penalty: 4751.117188
	Iteration 14Q: 3 clusters Score -2270606 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2270821.750000 Penalty: 4751.117188
	Iteration 15Q: 3 clusters Score -2270822 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2271004.500000 Penalty: 4751.117188
	Iteration 16Q: 3 clusters Score -2271004 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2271160.250000 Penalty: 4751.117188
	Iteration 17Q: 3 clusters Score -2271160 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2271287.500000 Penalty: 4751.117188
	Iteration 18Q: 3 clusters Score -2271288 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2271407.750000 Penalty: 4751.117188
	Iteration 19Q: 3 clusters Score -2271408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2271521.250000 Penalty: 4751.117188
	Iteration 20F: 3 clusters Score -2271521 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2271628.250000 Penalty: 4751.117188
	Iteration 21Q: 3 clusters Score -2271628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2271724.000000 Penalty: 4751.117188
	Iteration 22Q: 3 clusters Score -2271724 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2271796.750000 Penalty: 4751.117188
	Iteration 23Q: 3 clusters Score -2271797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2271845.750000 Penalty: 4751.117188
	Iteration 24Q: 3 clusters Score -2271846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2271891.000000 Penalty: 4751.117188
	Iteration 25Q: 3 clusters Score -2271891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2271934.750000 Penalty: 4751.117188
	Iteration 26Q: 3 clusters Score -2271935 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2271992.500000 Penalty: 4751.117188
	Iteration 27Q: 3 clusters Score -2271992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2272034.500000 Penalty: 4751.117188
	Iteration 28Q: 3 clusters Score -2272034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2272068.250000 Penalty: 4751.117188
	Iteration 29Q: 3 clusters Score -2272068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2272106.000000 Penalty: 4751.117188
	Iteration 30Q: 3 clusters Score -2272106 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2272148.500000 Penalty: 4751.117188
	Iteration 31Q: 3 clusters Score -2272148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2272182.000000 Penalty: 4751.117188
	Iteration 32Q: 3 clusters Score -2272182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2272200.750000 Penalty: 4751.117188
	Iteration 33Q: 3 clusters Score -2272201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2272219.000000 Penalty: 4751.117188
	Iteration 34Q: 3 clusters Score -2272219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2272238.250000 Penalty: 4751.117188
	Iteration 35Q: 3 clusters Score -2272238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2272254.750000 Penalty: 4751.117188
	Iteration 36Q: 3 clusters Score -2272255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2272261.500000 Penalty: 4751.117188
	Iteration 37Q: 3 clusters Score -2272262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2272267.500000 Penalty: 4751.117188
	Iteration 38Q: 3 clusters Score -2272268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2272268.000000 Penalty: 4751.117188
	Iteration 39Q: 3 clusters Score -2272268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2272270.000000 Penalty: 4751.117188
	Iteration 40F: 3 clusters Score -2272270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2272270.750000 Penalty: 4751.117188
	Iteration 41Q: 3 clusters Score -2272271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2272271.750000 Penalty: 4751.117188
	Iteration 42Q: 3 clusters Score -2272272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2272270.500000 Penalty: 4751.117188
	Iteration 43Q: 3 clusters Score -2272270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2272274.000000 Penalty: 4751.117188
	Iteration 44Q: 3 clusters Score -2272274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2272276.750000 Penalty: 4751.117188
	Iteration 45Q: 3 clusters Score -2272277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2272276.750000 Penalty: 4751.117188
	Iteration 46F: 3 clusters Score -2272277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -109918.156250 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -109918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -108120.710938 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -108120.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108376.062500 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -108376.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108522.265625 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -108522.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108597.804688 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -108597.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108678.171875 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -108678.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108738.882812 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -108738.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -108790.460938 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -108790.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108819.820312 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -108819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -108841.484375 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -108841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -108852.242188 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -108852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -108875.507812 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -108875.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108906.617188 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -108906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -108925.500000 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -108925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108944.148438 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -108944.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108963.554688 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -108963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -108981.828125 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -108981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109024.468750 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -109024.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -109049.210938 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -109049.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -109062.335938 Penalty: 3308.071045
	Iteration 18Q: 3 clusters Score -109062.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -109066.695312 Penalty: 3308.071045
	Iteration 19Q: 3 clusters Score -109066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -109067.968750 Penalty: 3308.071045
	Iteration 20F: 3 clusters Score -109068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -109070.750000 Penalty: 3308.071045
	Iteration 21Q: 3 clusters Score -109070.8 nChanged 6
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: -109084.039062 Penalty: 3308.071045
	Iteration 22Q: 3 clusters Score -109084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109107.437500 Penalty: 3308.071045
	Iteration 23Q: 3 clusters Score -109107.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -109134.265625 Penalty: 3308.071045
	Iteration 24Q: 3 clusters Score -109134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -109146.179688 Penalty: 3308.071045
	Iteration 25Q: 3 clusters Score -109146.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -109166.585938 Penalty: 3308.071045
	Iteration 26Q: 3 clusters Score -109166.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -109211.625000 Penalty: 3308.071045
	Iteration 27Q: 3 clusters Score -109211.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109252.867188 Penalty: 3308.071045
	Iteration 28Q: 3 clusters Score -109252.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -109301.265625 Penalty: 3308.071045
	Iteration 29Q: 3 clusters Score -109301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -109311.531250 Penalty: 3308.071045
	Iteration 30Q: 3 clusters Score -109311.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -109322.804688 Penalty: 3308.071045
	Iteration 31Q: 3 clusters Score -109322.8 nChanged 3
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: -109327.265625 Penalty: 3308.071045
	Iteration 32Q: 3 clusters Score -109327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -109331.015625 Penalty: 3308.071045
	Iteration 33Q: 3 clusters Score -109331 nChanged 2
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: -109334.695312 Penalty: 3308.071045
	Iteration 34Q: 3 clusters Score -109334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109336.664062 Penalty: 3308.071045
	Iteration 35Q: 3 clusters Score -109336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109340.304688 Penalty: 3308.071045
	Iteration 36Q: 3 clusters Score -109340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -109343.757812 Penalty: 3308.071045
	Iteration 37Q: 3 clusters Score -109343.8 nChanged 3
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: -109349.140625 Penalty: 3308.071045
	Iteration 38Q: 3 clusters Score -109349.1 nChanged 0
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: -109349.140625 Penalty: 3308.071045
	Iteration 39F: 3 clusters Score -109349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125293 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139689 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34014 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95880 members 
Mstep: Class 24 contains 42116 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718984.000000 Penalty: 114959.039062
Iteration 399Q: 36 clusters Score -8.671898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125296 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139687 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34014 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42114 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719040.000000 Penalty: 114959.039062
Iteration 400F: 36 clusters Score -8.671904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7761 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125297 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139686 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34014 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95882 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9492 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719016.000000 Penalty: 114959.039062
Iteration 401Q: 36 clusters Score -8.671902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125294 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139687 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95883 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718992.000000 Penalty: 114959.039062
Iteration 402Q: 36 clusters Score -8.671899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125294 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139687 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95883 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 403Q: 36 clusters Score -8.671898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125298 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139683 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95883 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718968.000000 Penalty: 114959.039062
Iteration 404Q: 36 clusters Score -8.671897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125299 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139684 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719024.000000 Penalty: 114959.039062
Iteration 405Q: 36 clusters Score -8.671902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125301 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139681 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95882 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718992.000000 Penalty: 114959.039062
Iteration 406Q: 36 clusters Score -8.671899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125302 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139679 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95882 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14456 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719000.000000 Penalty: 114959.039062
Iteration 407Q: 36 clusters Score -8.6719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125300 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139680 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95882 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14457 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 408Q: 36 clusters Score -8.671898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125296 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139681 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95883 members 
Mstep: Class 24 contains 42114 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14458 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718984.000000 Penalty: 114959.039062
Iteration 409Q: 36 clusters Score -8.671898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125294 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139681 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95885 members 
Mstep: Class 24 contains 42113 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718992.000000 Penalty: 114959.039062
Iteration 410Q: 36 clusters Score -8.671899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125295 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139679 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95885 members 
Mstep: Class 24 contains 42114 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718984.000000 Penalty: 114959.039062
Iteration 411Q: 36 clusters Score -8.671898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125300 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139676 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95883 members 
Mstep: Class 24 contains 42114 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718984.000000 Penalty: 114959.039062
Iteration 412Q: 36 clusters Score -8.671898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125303 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139673 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95882 members 
Mstep: Class 24 contains 42115 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86719008.000000 Penalty: 114959.039062
Iteration 413Q: 36 clusters Score -8.671901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125306 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139671 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42115 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718976.000000 Penalty: 114959.039062
Iteration 414Q: 36 clusters Score -8.671898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125308 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139669 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42115 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718952.000000 Penalty: 114959.039062
Iteration 415Q: 36 clusters Score -8.671895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125309 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139668 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42115 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718952.000000 Penalty: 114959.039062
Iteration 416Q: 36 clusters Score -8.671895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125309 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139668 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42115 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -86718952.000000 Penalty: 114959.039062
Iteration 417F: 36 clusters Score -8.671895e+07 nChanged 0
Entering ConstructFrom: 
Score: -86718952.000000 Penalty: 114959.039062
Entering ConstructFrom: 
Trying to split cluster 1 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -1196772.750000 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -1196773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1190311.125000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -1190311 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1192286.875000 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -1192287 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1192912.125000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -1192912 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1193603.625000 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -1193604 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1194278.875000 Penalty: 4466.010742
	Iteration 4F: 3 clusters Score -1194279 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1194863.125000 Penalty: 4466.010742
	Iteration 5F: 3 clusters Score -1194863 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1195228.125000 Penalty: 4466.010742
	Iteration 6F: 3 clusters Score -1195228 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1195487.750000 Penalty: 4466.010742
	Iteration 7Q: 3 clusters Score -1195488 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1195660.375000 Penalty: 4466.010742
	Iteration 8Q: 3 clusters Score -1195660 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1195776.375000 Penalty: 4466.010742
	Iteration 9Q: 3 clusters Score -1195776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1195862.000000 Penalty: 4466.010742
	Iteration 10Q: 3 clusters Score -1195862 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1195912.000000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -1195912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1195938.875000 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -1195939 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1195966.500000 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -1195966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1195991.500000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -1195992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1196005.375000 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -1196005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1196017.250000 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -1196017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1196025.250000 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -1196025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1196030.000000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -1196030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1196033.625000 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -1196034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1196037.500000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -1196038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1196040.625000 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -1196041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1196042.625000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -1196043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1196044.625000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -1196045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1196045.500000 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -1196046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1196045.875000 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -1196046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1196045.625000 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -1196046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1196047.000000 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -1196047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1196048.125000 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -1196048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1196047.875000 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -1196048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1196047.875000 Penalty: 4466.010742
	Iteration 30F: 3 clusters Score -1196048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -1531765.625000 Penalty: 2275.970459
	Iteration 0F: 2 clusters Score -1531766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1524226.750000 Penalty: 4551.940918
	Iteration 0F: 3 clusters Score -1524227 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1526430.625000 Penalty: 4551.940918
	Iteration 1F: 3 clusters Score -1526431 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1526762.250000 Penalty: 4551.940918
	Iteration 2F: 3 clusters Score -1526762 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1527007.250000 Penalty: 4551.940918
	Iteration 3F: 3 clusters Score -1527007 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1527280.750000 Penalty: 4551.940918
	Iteration 4Q: 3 clusters Score -1527281 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1527644.250000 Penalty: 4551.940918
	Iteration 5Q: 3 clusters Score -1527644 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1528114.250000 Penalty: 4551.940918
	Iteration 6F: 3 clusters Score -1528114 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1528702.750000 Penalty: 4551.940918
	Iteration 7F: 3 clusters Score -1528703 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1529283.375000 Penalty: 4551.940918
	Iteration 8F: 3 clusters Score -1529283 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1529666.125000 Penalty: 4551.940918
	Iteration 9F: 3 clusters Score -1529666 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1529928.750000 Penalty: 4551.940918
	Iteration 10Q: 3 clusters Score -1529929 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1530090.875000 Penalty: 4551.940918
	Iteration 11Q: 3 clusters Score -1530091 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1530212.250000 Penalty: 4551.940918
	Iteration 12Q: 3 clusters Score -1530212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1530276.250000 Penalty: 4551.940918
	Iteration 13Q: 3 clusters Score -1530276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1530315.125000 Penalty: 4551.940918
	Iteration 14Q: 3 clusters Score -1530315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1530348.750000 Penalty: 4551.940918
	Iteration 15Q: 3 clusters Score -1530349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1530376.375000 Penalty: 4551.940918
	Iteration 16Q: 3 clusters Score -1530376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1530402.000000 Penalty: 4551.940918
	Iteration 17Q: 3 clusters Score -1530402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1530425.250000 Penalty: 4551.940918
	Iteration 18Q: 3 clusters Score -1530425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1530442.250000 Penalty: 4551.940918
	Iteration 19Q: 3 clusters Score -1530442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1530451.375000 Penalty: 4551.940918
	Iteration 20F: 3 clusters Score -1530451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1530453.625000 Penalty: 4551.940918
	Iteration 21Q: 3 clusters Score -1530454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1530459.750000 Penalty: 4551.940918
	Iteration 22Q: 3 clusters Score -1530460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1530464.500000 Penalty: 4551.940918
	Iteration 23Q: 3 clusters Score -1530464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1530471.000000 Penalty: 4551.940918
	Iteration 24Q: 3 clusters Score -1530471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1530474.125000 Penalty: 4551.940918
	Iteration 25Q: 3 clusters Score -1530474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1530480.500000 Penalty: 4551.940918
	Iteration 26Q: 3 clusters Score -1530480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1530485.000000 Penalty: 4551.940918
	Iteration 27Q: 3 clusters Score -1530485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1530490.125000 Penalty: 4551.940918
	Iteration 28Q: 3 clusters Score -1530490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1530497.000000 Penalty: 4551.940918
	Iteration 29Q: 3 clusters Score -1530497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1530502.000000 Penalty: 4551.940918
	Iteration 30Q: 3 clusters Score -1530502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1530502.875000 Penalty: 4551.940918
	Iteration 31Q: 3 clusters Score -1530503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1530508.125000 Penalty: 4551.940918
	Iteration 32Q: 3 clusters Score -1530508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1530509.125000 Penalty: 4551.940918
	Iteration 33Q: 3 clusters Score -1530509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1530508.375000 Penalty: 4551.940918
	Iteration 34Q: 3 clusters Score -1530508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1530514.500000 Penalty: 4551.940918
	Iteration 35Q: 3 clusters Score -1530514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1530516.750000 Penalty: 4551.940918
	Iteration 36Q: 3 clusters Score -1530517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1530522.125000 Penalty: 4551.940918
	Iteration 37Q: 3 clusters Score -1530522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1530521.875000 Penalty: 4551.940918
	Iteration 38Q: 3 clusters Score -1530522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1530520.125000 Penalty: 4551.940918
	Iteration 39Q: 3 clusters Score -1530520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1530522.500000 Penalty: 4551.940918
	Iteration 40F: 3 clusters Score -1530522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1530523.750000 Penalty: 4551.940918
	Iteration 41Q: 3 clusters Score -1530524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1530524.750000 Penalty: 4551.940918
	Iteration 42Q: 3 clusters Score -1530525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1530530.750000 Penalty: 4551.940918
	Iteration 43Q: 3 clusters Score -1530531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1530532.375000 Penalty: 4551.940918
	Iteration 44Q: 3 clusters Score -1530532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1530535.375000 Penalty: 4551.940918
	Iteration 45Q: 3 clusters Score -1530535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1530535.375000 Penalty: 4551.940918
	Iteration 46Q: 3 clusters Score -1530535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1530536.625000 Penalty: 4551.940918
	Iteration 47Q: 3 clusters Score -1530537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1530537.750000 Penalty: 4551.940918
	Iteration 48Q: 3 clusters Score -1530538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1530537.750000 Penalty: 4551.940918
	Iteration 49F: 3 clusters Score -1530538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -51886.722656 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -51886.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50496.613281 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -50496.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50662.984375 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -50662.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50750.742188 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -50750.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50785.000000 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -50785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50826.160156 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -50826.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50856.925781 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -50856.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50882.210938 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -50882.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50885.410156 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -50885.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50885.410156 Penalty: 2937.102783
	Iteration 8F: 3 clusters Score -50885.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Entering Unmasked Estep 
Score: -531398.375000 Penalty: 2021.029663
	Iteration 0F: 2 clusters Score -531398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -527905.625000 Penalty: 4042.059326
	Iteration 0F: 3 clusters Score -527905.6 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -528764.812500 Penalty: 4042.059326
	Iteration 1F: 3 clusters Score -528764.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -528978.562500 Penalty: 4042.059326
	Iteration 2F: 3 clusters Score -528978.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -529162.875000 Penalty: 4042.059326
	Iteration 3F: 3 clusters Score -529162.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -529386.687500 Penalty: 4042.059326
	Iteration 4F: 3 clusters Score -529386.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -529709.875000 Penalty: 4042.059326
	Iteration 5F: 3 clusters Score -529709.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -530166.062500 Penalty: 4042.059326
	Iteration 6F: 3 clusters Score -530166.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -530672.437500 Penalty: 4042.059326
	Iteration 7F: 3 clusters Score -530672.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -530992.625000 Penalty: 4042.059326
	Iteration 8F: 3 clusters Score -530992.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -531183.000000 Penalty: 4042.059326
	Iteration 9Q: 3 clusters Score -531183 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -531310.125000 Penalty: 4042.059326
	Iteration 10Q: 3 clusters Score -531310.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -531369.812500 Penalty: 4042.059326
	Iteration 11Q: 3 clusters Score -531369.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -531404.937500 Penalty: 4042.059326
	Iteration 12Q: 3 clusters Score -531404.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -531436.812500 Penalty: 4042.059326
	Iteration 13Q: 3 clusters Score -531436.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -531465.312500 Penalty: 4042.059326
	Iteration 14Q: 3 clusters Score -531465.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -531482.500000 Penalty: 4042.059326
	Iteration 15Q: 3 clusters Score -531482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -531488.000000 Penalty: 4042.059326
	Iteration 16Q: 3 clusters Score -531488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -531494.250000 Penalty: 4042.059326
	Iteration 17Q: 3 clusters Score -531494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -531500.750000 Penalty: 4042.059326
	Iteration 18Q: 3 clusters Score -531500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -531506.562500 Penalty: 4042.059326
	Iteration 19Q: 3 clusters Score -531506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -531508.312500 Penalty: 4042.059326
	Iteration 20F: 3 clusters Score -531508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -531509.250000 Penalty: 4042.059326
	Iteration 21Q: 3 clusters Score -531509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -531509.687500 Penalty: 4042.059326
	Iteration 22Q: 3 clusters Score -531509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -531509.687500 Penalty: 4042.059326
	Iteration 23F: 3 clusters Score -531509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125309 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139668 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42115 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 373 members 
Entering Unmasked Estep 
Score: -86717728.000000 Penalty: 118243.585938
Splitting cluster 4 changes total score from -86718952.000000 to -86717728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -283780.718750 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -283780.7 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 972 members 
Entering Unmasked Estep 
Score: -281225.843750 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -281225.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -281684.718750 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -281684.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -281797.750000 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -281797.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -281862.062500 Penalty: 3744.344971
	Iteration 3Q: 3 clusters Score -281862.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -281917.093750 Penalty: 3744.344971
	Iteration 4Q: 3 clusters Score -281917.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -281965.125000 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -281965.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282002.781250 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -282002.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -282038.906250 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -282038.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282069.093750 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -282069.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282095.312500 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -282095.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -282116.437500 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -282116.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -282132.437500 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -282132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -282142.281250 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -282142.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -282153.812500 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -282153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -282164.312500 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -282164.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282176.312500 Penalty: 3744.344971
	Iteration 15Q: 3 clusters Score -282176.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -282195.218750 Penalty: 3744.344971
	Iteration 16Q: 3 clusters Score -282195.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -282208.187500 Penalty: 3744.344971
	Iteration 17Q: 3 clusters Score -282208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -282219.312500 Penalty: 3744.344971
	Iteration 18Q: 3 clusters Score -282219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -282229.500000 Penalty: 3744.344971
	Iteration 19Q: 3 clusters Score -282229.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -282240.093750 Penalty: 3744.344971
	Iteration 20F: 3 clusters Score -282240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282246.562500 Penalty: 3744.344971
	Iteration 21Q: 3 clusters Score -282246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -282249.531250 Penalty: 3744.344971
	Iteration 22Q: 3 clusters Score -282249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -282253.687500 Penalty: 3744.344971
	Iteration 23Q: 3 clusters Score -282253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -282256.843750 Penalty: 3744.344971
	Iteration 24Q: 3 clusters Score -282256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282257.968750 Penalty: 3744.344971
	Iteration 25Q: 3 clusters Score -282258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -282264.062500 Penalty: 3744.344971
	Iteration 26Q: 3 clusters Score -282264.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -282270.906250 Penalty: 3744.344971
	Iteration 27Q: 3 clusters Score -282270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -282276.812500 Penalty: 3744.344971
	Iteration 28Q: 3 clusters Score -282276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -282280.781250 Penalty: 3744.344971
	Iteration 29Q: 3 clusters Score -282280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282289.125000 Penalty: 3744.344971
	Iteration 30Q: 3 clusters Score -282289.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282299.593750 Penalty: 3744.344971
	Iteration 31Q: 3 clusters Score -282299.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -282320.125000 Penalty: 3744.344971
	Iteration 32Q: 3 clusters Score -282320.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -282336.062500 Penalty: 3744.344971
	Iteration 33Q: 3 clusters Score -282336.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -282349.937500 Penalty: 3744.344971
	Iteration 34Q: 3 clusters Score -282349.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -282365.343750 Penalty: 3744.344971
	Iteration 35Q: 3 clusters Score -282365.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -282375.250000 Penalty: 3744.344971
	Iteration 36Q: 3 clusters Score -282375.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -282394.187500 Penalty: 3744.344971
	Iteration 37Q: 3 clusters Score -282394.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -282411.062500 Penalty: 3744.344971
	Iteration 38Q: 3 clusters Score -282411.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -282430.093750 Penalty: 3744.344971
	Iteration 39Q: 3 clusters Score -282430.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282453.062500 Penalty: 3744.344971
	Iteration 40F: 3 clusters Score -282453.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -282477.312500 Penalty: 3744.344971
	Iteration 41Q: 3 clusters Score -282477.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282507.156250 Penalty: 3744.344971
	Iteration 42Q: 3 clusters Score -282507.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -282537.093750 Penalty: 3744.344971
	Iteration 43Q: 3 clusters Score -282537.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -282557.812500 Penalty: 3744.344971
	Iteration 44Q: 3 clusters Score -282557.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282576.031250 Penalty: 3744.344971
	Iteration 45Q: 3 clusters Score -282576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282590.031250 Penalty: 3744.344971
	Iteration 46Q: 3 clusters Score -282590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -282605.031250 Penalty: 3744.344971
	Iteration 47Q: 3 clusters Score -282605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -282617.781250 Penalty: 3744.344971
	Iteration 48Q: 3 clusters Score -282617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -282626.906250 Penalty: 3744.344971
	Iteration 49Q: 3 clusters Score -282626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -282630.687500 Penalty: 3744.344971
	Iteration 50Q: 3 clusters Score -282630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -282634.250000 Penalty: 3744.344971
	Iteration 51Q: 3 clusters Score -282634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -282637.656250 Penalty: 3744.344971
	Iteration 52Q: 3 clusters Score -282637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -282643.062500 Penalty: 3744.344971
	Iteration 53Q: 3 clusters Score -282643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -282646.125000 Penalty: 3744.344971
	Iteration 54Q: 3 clusters Score -282646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -282647.937500 Penalty: 3744.344971
	Iteration 55Q: 3 clusters Score -282647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -282648.968750 Penalty: 3744.344971
	Iteration 56Q: 3 clusters Score -282649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -282650.843750 Penalty: 3744.344971
	Iteration 57Q: 3 clusters Score -282650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -282652.093750 Penalty: 3744.344971
	Iteration 58Q: 3 clusters Score -282652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -282653.781250 Penalty: 3744.344971
	Iteration 59Q: 3 clusters Score -282653.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -282656.156250 Penalty: 3744.344971
	Iteration 60F: 3 clusters Score -282656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -282657.312500 Penalty: 3744.344971
	Iteration 61Q: 3 clusters Score -282657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -282657.312500 Penalty: 3744.344971
	Iteration 62F: 3 clusters Score -282657.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -1297818.875000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -1297819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1291009.625000 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -1291010 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1292967.125000 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -1292967 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1293355.000000 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -1293355 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1293674.125000 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -1293674 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1293991.750000 Penalty: 4497.369629
	Iteration 4F: 3 clusters Score -1293992 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1294368.750000 Penalty: 4497.369629
	Iteration 5F: 3 clusters Score -1294369 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1294764.000000 Penalty: 4497.369629
	Iteration 6F: 3 clusters Score -1294764 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1295136.750000 Penalty: 4497.369629
	Iteration 7F: 3 clusters Score -1295137 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1295426.375000 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -1295426 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1295646.875000 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -1295647 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1295795.625000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -1295796 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1295912.500000 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -1295912 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1296006.125000 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -1296006 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1296074.125000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -1296074 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1296127.750000 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -1296128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1296163.000000 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -1296163 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1296188.250000 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -1296188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1296207.375000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -1296207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1296232.375000 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -1296232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1296243.000000 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -1296243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1296248.875000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -1296249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1296254.625000 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -1296255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1296257.625000 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -1296258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1296262.375000 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -1296262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1296263.125000 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -1296263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1296266.875000 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -1296267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1296264.125000 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -1296264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1296265.125000 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -1296265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1296266.125000 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -1296266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1296267.250000 Penalty: 4497.369629
	Iteration 29Q: 3 clusters Score -1296267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1296269.375000 Penalty: 4497.369629
	Iteration 30Q: 3 clusters Score -1296269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1296270.750000 Penalty: 4497.369629
	Iteration 31Q: 3 clusters Score -1296271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1296272.125000 Penalty: 4497.369629
	Iteration 32Q: 3 clusters Score -1296272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1296270.250000 Penalty: 4497.369629
	Iteration 33Q: 3 clusters Score -1296270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1296271.625000 Penalty: 4497.369629
	Iteration 34Q: 3 clusters Score -1296272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1296271.625000 Penalty: 4497.369629
	Iteration 35F: 3 clusters Score -1296272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -26243.332031 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -26243.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25324.871094 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -25324.87 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25829.363281 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -25829.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26135.544922 Penalty: 2756.186768
	Iteration 2F: 3 clusters Score -26135.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26169.847656 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -26169.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26169.847656 Penalty: 2756.186768
	Iteration 4F: 3 clusters Score -26169.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Entering Unmasked Estep 
Score: -1236062.500000 Penalty: 2221.270996
	Iteration 0F: 2 clusters Score -1236062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1229855.250000 Penalty: 4442.541992
	Iteration 0F: 3 clusters Score -1229855 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1231903.000000 Penalty: 4442.541992
	Iteration 1F: 3 clusters Score -1231903 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1232402.375000 Penalty: 4442.541992
	Iteration 2F: 3 clusters Score -1232402 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1232828.375000 Penalty: 4442.541992
	Iteration 3F: 3 clusters Score -1232828 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1233204.625000 Penalty: 4442.541992
	Iteration 4F: 3 clusters Score -1233205 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1233523.625000 Penalty: 4442.541992
	Iteration 5F: 3 clusters Score -1233524 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1233784.875000 Penalty: 4442.541992
	Iteration 6Q: 3 clusters Score -1233785 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1233975.250000 Penalty: 4442.541992
	Iteration 7Q: 3 clusters Score -1233975 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1234113.500000 Penalty: 4442.541992
	Iteration 8Q: 3 clusters Score -1234114 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1234221.625000 Penalty: 4442.541992
	Iteration 9Q: 3 clusters Score -1234222 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1234313.000000 Penalty: 4442.541992
	Iteration 10Q: 3 clusters Score -1234313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1234384.000000 Penalty: 4442.541992
	Iteration 11Q: 3 clusters Score -1234384 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1234436.750000 Penalty: 4442.541992
	Iteration 12Q: 3 clusters Score -1234437 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1234479.500000 Penalty: 4442.541992
	Iteration 13Q: 3 clusters Score -1234480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1234507.625000 Penalty: 4442.541992
	Iteration 14Q: 3 clusters Score -1234508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1234530.500000 Penalty: 4442.541992
	Iteration 15Q: 3 clusters Score -1234530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1234549.250000 Penalty: 4442.541992
	Iteration 16Q: 3 clusters Score -1234549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1234572.125000 Penalty: 4442.541992
	Iteration 17Q: 3 clusters Score -1234572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1234591.875000 Penalty: 4442.541992
	Iteration 18Q: 3 clusters Score -1234592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1234606.125000 Penalty: 4442.541992
	Iteration 19Q: 3 clusters Score -1234606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1234616.250000 Penalty: 4442.541992
	Iteration 20F: 3 clusters Score -1234616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1234621.875000 Penalty: 4442.541992
	Iteration 21Q: 3 clusters Score -1234622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1234630.500000 Penalty: 4442.541992
	Iteration 22Q: 3 clusters Score -1234630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1234636.375000 Penalty: 4442.541992
	Iteration 23Q: 3 clusters Score -1234636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1234642.375000 Penalty: 4442.541992
	Iteration 24Q: 3 clusters Score -1234642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1234645.875000 Penalty: 4442.541992
	Iteration 25Q: 3 clusters Score -1234646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1234648.125000 Penalty: 4442.541992
	Iteration 26Q: 3 clusters Score -1234648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1234649.750000 Penalty: 4442.541992
	Iteration 27Q: 3 clusters Score -1234650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1234652.375000 Penalty: 4442.541992
	Iteration 28Q: 3 clusters Score -1234652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1234653.375000 Penalty: 4442.541992
	Iteration 29Q: 3 clusters Score -1234653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1234655.500000 Penalty: 4442.541992
	Iteration 30Q: 3 clusters Score -1234656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1234659.875000 Penalty: 4442.541992
	Iteration 31Q: 3 clusters Score -1234660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1234662.000000 Penalty: 4442.541992
	Iteration 32Q: 3 clusters Score -1234662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1234665.125000 Penalty: 4442.541992
	Iteration 33Q: 3 clusters Score -1234665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1234668.125000 Penalty: 4442.541992
	Iteration 34Q: 3 clusters Score -1234668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1234666.125000 Penalty: 4442.541992
	Iteration 35Q: 3 clusters Score -1234666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1234671.125000 Penalty: 4442.541992
	Iteration 36Q: 3 clusters Score -1234671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1234675.125000 Penalty: 4442.541992
	Iteration 37Q: 3 clusters Score -1234675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1234678.500000 Penalty: 4442.541992
	Iteration 38Q: 3 clusters Score -1234678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1234680.000000 Penalty: 4442.541992
	Iteration 39Q: 3 clusters Score -1234680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1234681.500000 Penalty: 4442.541992
	Iteration 40F: 3 clusters Score -1234682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1234681.250000 Penalty: 4442.541992
	Iteration 41Q: 3 clusters Score -1234681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1234681.625000 Penalty: 4442.541992
	Iteration 42Q: 3 clusters Score -1234682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1234685.000000 Penalty: 4442.541992
	Iteration 43Q: 3 clusters Score -1234685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1234684.375000 Penalty: 4442.541992
	Iteration 44Q: 3 clusters Score -1234684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1234688.875000 Penalty: 4442.541992
	Iteration 45Q: 3 clusters Score -1234689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1234689.125000 Penalty: 4442.541992
	Iteration 46Q: 3 clusters Score -1234689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1234688.125000 Penalty: 4442.541992
	Iteration 47Q: 3 clusters Score -1234688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1234688.125000 Penalty: 4442.541992
	Iteration 48F: 3 clusters Score -1234688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -538727.875000 Penalty: 2026.906982
	Iteration 0F: 2 clusters Score -538727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -535141.312500 Penalty: 4053.813965
	Iteration 0F: 3 clusters Score -535141.3 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -535882.312500 Penalty: 4053.813965
	Iteration 1F: 3 clusters Score -535882.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -536070.875000 Penalty: 4053.813965
	Iteration 2F: 3 clusters Score -536070.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -536181.687500 Penalty: 4053.813965
	Iteration 3Q: 3 clusters Score -536181.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -536258.312500 Penalty: 4053.813965
	Iteration 4Q: 3 clusters Score -536258.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -536310.687500 Penalty: 4053.813965
	Iteration 5Q: 3 clusters Score -536310.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -536354.937500 Penalty: 4053.813965
	Iteration 6Q: 3 clusters Score -536354.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -536405.437500 Penalty: 4053.813965
	Iteration 7Q: 3 clusters Score -536405.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -536452.937500 Penalty: 4053.813965
	Iteration 8Q: 3 clusters Score -536452.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -536498.500000 Penalty: 4053.813965
	Iteration 9Q: 3 clusters Score -536498.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -536536.250000 Penalty: 4053.813965
	Iteration 10Q: 3 clusters Score -536536.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -536575.500000 Penalty: 4053.813965
	Iteration 11Q: 3 clusters Score -536575.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -536602.812500 Penalty: 4053.813965
	Iteration 12Q: 3 clusters Score -536602.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -536623.250000 Penalty: 4053.813965
	Iteration 13Q: 3 clusters Score -536623.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -536642.437500 Penalty: 4053.813965
	Iteration 14Q: 3 clusters Score -536642.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -536655.000000 Penalty: 4053.813965
	Iteration 15Q: 3 clusters Score -536655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -536671.687500 Penalty: 4053.813965
	Iteration 16Q: 3 clusters Score -536671.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -536683.125000 Penalty: 4053.813965
	Iteration 17Q: 3 clusters Score -536683.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -536692.437500 Penalty: 4053.813965
	Iteration 18Q: 3 clusters Score -536692.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -536706.625000 Penalty: 4053.813965
	Iteration 19Q: 3 clusters Score -536706.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -536731.687500 Penalty: 4053.813965
	Iteration 20F: 3 clusters Score -536731.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -536760.875000 Penalty: 4053.813965
	Iteration 21Q: 3 clusters Score -536760.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -536786.687500 Penalty: 4053.813965
	Iteration 22Q: 3 clusters Score -536786.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -536813.437500 Penalty: 4053.813965
	Iteration 23Q: 3 clusters Score -536813.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -536844.375000 Penalty: 4053.813965
	Iteration 24Q: 3 clusters Score -536844.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -536874.812500 Penalty: 4053.813965
	Iteration 25Q: 3 clusters Score -536874.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -536915.250000 Penalty: 4053.813965
	Iteration 26Q: 3 clusters Score -536915.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -536956.750000 Penalty: 4053.813965
	Iteration 27Q: 3 clusters Score -536956.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -536998.000000 Penalty: 4053.813965
	Iteration 28Q: 3 clusters Score -536998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -537034.937500 Penalty: 4053.813965
	Iteration 29Q: 3 clusters Score -537034.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -537066.750000 Penalty: 4053.813965
	Iteration 30Q: 3 clusters Score -537066.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -537096.187500 Penalty: 4053.813965
	Iteration 31Q: 3 clusters Score -537096.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -537116.562500 Penalty: 4053.813965
	Iteration 32Q: 3 clusters Score -537116.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -537139.937500 Penalty: 4053.813965
	Iteration 33Q: 3 clusters Score -537139.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -537161.875000 Penalty: 4053.813965
	Iteration 34Q: 3 clusters Score -537161.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -537178.000000 Penalty: 4053.813965
	Iteration 35Q: 3 clusters Score -537178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -537191.687500 Penalty: 4053.813965
	Iteration 36Q: 3 clusters Score -537191.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -537205.437500 Penalty: 4053.813965
	Iteration 37Q: 3 clusters Score -537205.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -537215.187500 Penalty: 4053.813965
	Iteration 38Q: 3 clusters Score -537215.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -537225.687500 Penalty: 4053.813965
	Iteration 39Q: 3 clusters Score -537225.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -537233.125000 Penalty: 4053.813965
	Iteration 40F: 3 clusters Score -537233.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -537240.000000 Penalty: 4053.813965
	Iteration 41Q: 3 clusters Score -537240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -537243.875000 Penalty: 4053.813965
	Iteration 42Q: 3 clusters Score -537243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -537245.437500 Penalty: 4053.813965
	Iteration 43Q: 3 clusters Score -537245.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -537247.937500 Penalty: 4053.813965
	Iteration 44Q: 3 clusters Score -537247.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -537249.750000 Penalty: 4053.813965
	Iteration 45Q: 3 clusters Score -537249.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -537254.812500 Penalty: 4053.813965
	Iteration 46Q: 3 clusters Score -537254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -537258.562500 Penalty: 4053.813965
	Iteration 47Q: 3 clusters Score -537258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -537259.625000 Penalty: 4053.813965
	Iteration 48Q: 3 clusters Score -537259.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -537261.250000 Penalty: 4053.813965
	Iteration 49Q: 3 clusters Score -537261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -537263.937500 Penalty: 4053.813965
	Iteration 50Q: 3 clusters Score -537263.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -537264.750000 Penalty: 4053.813965
	Iteration 51Q: 3 clusters Score -537264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -537264.750000 Penalty: 4053.813965
	Iteration 52F: 3 clusters Score -537264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -107024.109375 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -107024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105280.000000 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -105280 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105543.765625 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -105543.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105612.789062 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -105612.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105681.195312 Penalty: 3372.884277
	Iteration 3Q: 3 clusters Score -105681.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105771.601562 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -105771.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105895.390625 Penalty: 3372.884277
	Iteration 5F: 3 clusters Score -105895.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106104.609375 Penalty: 3372.884277
	Iteration 6F: 3 clusters Score -106104.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106273.187500 Penalty: 3372.884277
	Iteration 7F: 3 clusters Score -106273.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -106457.890625 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -106457.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106591.195312 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -106591.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -106671.171875 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -106671.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106715.539062 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -106715.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -106733.335938 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -106733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -106756.789062 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -106756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -106772.929688 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -106772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106782.273438 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -106782.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106785.343750 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -106785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106789.054688 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -106789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106791.914062 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -106791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106793.859375 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -106793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106793.859375 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -106793.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125309 members 
Entering Unmasked Estep 
Score: -19754838.000000 Penalty: 2911.157471
	Iteration 0F: 2 clusters Score -1.975484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -19674182.000000 Penalty: 5822.314941
	Iteration 0F: 3 clusters Score -1.967418e+07 nChanged 59780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -19708798.000000 Penalty: 5822.314941
	Iteration 1F: 3 clusters Score -1.97088e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -19709824.000000 Penalty: 5822.314941
	Iteration 2Q: 3 clusters Score -1.970982e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -19710878.000000 Penalty: 5822.314941
	Iteration 3Q: 3 clusters Score -1.971088e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -19712148.000000 Penalty: 5822.314941
	Iteration 4Q: 3 clusters Score -1.971215e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -19713932.000000 Penalty: 5822.314941
	Iteration 5Q: 3 clusters Score -1.971393e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -19716710.000000 Penalty: 5822.314941
	Iteration 6Q: 3 clusters Score -1.971671e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 63231 members 
Entering Unmasked Estep 
Score: -19720802.000000 Penalty: 5822.314941
	Iteration 7F: 3 clusters Score -1.97208e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61482 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -19726610.000000 Penalty: 5822.314941
	Iteration 8F: 3 clusters Score -1.972661e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61010 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -19732400.000000 Penalty: 5822.314941
	Iteration 9F: 3 clusters Score -1.97324e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -19735904.000000 Penalty: 5822.314941
	Iteration 10F: 3 clusters Score -1.97359e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -19737200.000000 Penalty: 5822.314941
	Iteration 11Q: 3 clusters Score -1.97372e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -19737682.000000 Penalty: 5822.314941
	Iteration 12Q: 3 clusters Score -1.973768e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -19738008.000000 Penalty: 5822.314941
	Iteration 13Q: 3 clusters Score -1.973801e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -19738308.000000 Penalty: 5822.314941
	Iteration 14Q: 3 clusters Score -1.973831e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -19738616.000000 Penalty: 5822.314941
	Iteration 15Q: 3 clusters Score -1.973862e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -19738940.000000 Penalty: 5822.314941
	Iteration 16Q: 3 clusters Score -1.973894e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 65681 members 
Entering Unmasked Estep 
Score: -19739096.000000 Penalty: 5822.314941
	Iteration 17Q: 3 clusters Score -1.97391e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -19739362.000000 Penalty: 5822.314941
	Iteration 18Q: 3 clusters Score -1.973936e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -19739594.000000 Penalty: 5822.314941
	Iteration 19Q: 3 clusters Score -1.973959e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -19739770.000000 Penalty: 5822.314941
	Iteration 20F: 3 clusters Score -1.973977e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -19739860.000000 Penalty: 5822.314941
	Iteration 21Q: 3 clusters Score -1.973986e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -19740094.000000 Penalty: 5822.314941
	Iteration 22Q: 3 clusters Score -1.974009e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 65339 members 
Entering Unmasked Estep 
Score: -19740212.000000 Penalty: 5822.314941
	Iteration 23Q: 3 clusters Score -1.974021e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -19740338.000000 Penalty: 5822.314941
	Iteration 24Q: 3 clusters Score -1.974034e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -19740434.000000 Penalty: 5822.314941
	Iteration 25Q: 3 clusters Score -1.974043e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -19740572.000000 Penalty: 5822.314941
	Iteration 26Q: 3 clusters Score -1.974057e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 64661 members 
Entering Unmasked Estep 
Score: -19740686.000000 Penalty: 5822.314941
	Iteration 27Q: 3 clusters Score -1.974069e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 64497 members 
Entering Unmasked Estep 
Score: -19740812.000000 Penalty: 5822.314941
	Iteration 28Q: 3 clusters Score -1.974081e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -19740898.000000 Penalty: 5822.314941
	Iteration 29Q: 3 clusters Score -1.97409e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -19741056.000000 Penalty: 5822.314941
	Iteration 30Q: 3 clusters Score -1.974106e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -19741102.000000 Penalty: 5822.314941
	Iteration 31Q: 3 clusters Score -1.97411e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -19741162.000000 Penalty: 5822.314941
	Iteration 32Q: 3 clusters Score -1.974116e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -19741302.000000 Penalty: 5822.314941
	Iteration 33Q: 3 clusters Score -1.97413e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 63069 members 
Entering Unmasked Estep 
Score: -19741488.000000 Penalty: 5822.314941
	Iteration 34Q: 3 clusters Score -1.974149e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -19741664.000000 Penalty: 5822.314941
	Iteration 35Q: 3 clusters Score -1.974166e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -19741832.000000 Penalty: 5822.314941
	Iteration 36Q: 3 clusters Score -1.974183e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -19742008.000000 Penalty: 5822.314941
	Iteration 37Q: 3 clusters Score -1.974201e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -19742224.000000 Penalty: 5822.314941
	Iteration 38Q: 3 clusters Score -1.974222e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -19742498.000000 Penalty: 5822.314941
	Iteration 39Q: 3 clusters Score -1.97425e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -19742844.000000 Penalty: 5822.314941
	Iteration 40F: 3 clusters Score -1.974284e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -19743022.000000 Penalty: 5822.314941
	Iteration 41Q: 3 clusters Score -1.974302e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -19743308.000000 Penalty: 5822.314941
	Iteration 42Q: 3 clusters Score -1.974331e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -19743648.000000 Penalty: 5822.314941
	Iteration 43Q: 3 clusters Score -1.974365e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -19743910.000000 Penalty: 5822.314941
	Iteration 44Q: 3 clusters Score -1.974391e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -19744164.000000 Penalty: 5822.314941
	Iteration 45Q: 3 clusters Score -1.974416e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -19744336.000000 Penalty: 5822.314941
	Iteration 46Q: 3 clusters Score -1.974434e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -19744476.000000 Penalty: 5822.314941
	Iteration 47Q: 3 clusters Score -1.974448e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -19744572.000000 Penalty: 5822.314941
	Iteration 48Q: 3 clusters Score -1.974457e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -19744654.000000 Penalty: 5822.314941
	Iteration 49Q: 3 clusters Score -1.974465e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -19744892.000000 Penalty: 5822.314941
	Iteration 50Q: 3 clusters Score -1.974489e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -19745036.000000 Penalty: 5822.314941
	Iteration 51Q: 3 clusters Score -1.974504e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -19745178.000000 Penalty: 5822.314941
	Iteration 52Q: 3 clusters Score -1.974518e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -19745240.000000 Penalty: 5822.314941
	Iteration 53Q: 3 clusters Score -1.974524e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -19745358.000000 Penalty: 5822.314941
	Iteration 54Q: 3 clusters Score -1.974536e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -19745538.000000 Penalty: 5822.314941
	Iteration 55Q: 3 clusters Score -1.974554e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -19745658.000000 Penalty: 5822.314941
	Iteration 56Q: 3 clusters Score -1.974566e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72018 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -19745788.000000 Penalty: 5822.314941
	Iteration 57Q: 3 clusters Score -1.974579e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -19745942.000000 Penalty: 5822.314941
	Iteration 58Q: 3 clusters Score -1.974594e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -19746026.000000 Penalty: 5822.314941
	Iteration 59Q: 3 clusters Score -1.974603e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -19746084.000000 Penalty: 5822.314941
	Iteration 60F: 3 clusters Score -1.974608e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -19746190.000000 Penalty: 5822.314941
	Iteration 61Q: 3 clusters Score -1.974619e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -19746124.000000 Penalty: 5822.314941
	Iteration 62Q: 3 clusters Score -1.974612e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74478 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -19746284.000000 Penalty: 5822.314941
	Iteration 63Q: 3 clusters Score -1.974628e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -19746290.000000 Penalty: 5822.314941
	Iteration 64Q: 3 clusters Score -1.974629e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -19746400.000000 Penalty: 5822.314941
	Iteration 65Q: 3 clusters Score -1.97464e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -19746450.000000 Penalty: 5822.314941
	Iteration 66Q: 3 clusters Score -1.974645e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -19746544.000000 Penalty: 5822.314941
	Iteration 67Q: 3 clusters Score -1.974654e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76725 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -19746610.000000 Penalty: 5822.314941
	Iteration 68Q: 3 clusters Score -1.974661e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -19746638.000000 Penalty: 5822.314941
	Iteration 69Q: 3 clusters Score -1.974664e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -19746768.000000 Penalty: 5822.314941
	Iteration 70Q: 3 clusters Score -1.974677e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78151 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -19746796.000000 Penalty: 5822.314941
	Iteration 71Q: 3 clusters Score -1.97468e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -19746824.000000 Penalty: 5822.314941
	Iteration 72Q: 3 clusters Score -1.974682e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -19746938.000000 Penalty: 5822.314941
	Iteration 73Q: 3 clusters Score -1.974694e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -19746976.000000 Penalty: 5822.314941
	Iteration 74Q: 3 clusters Score -1.974698e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -19746966.000000 Penalty: 5822.314941
	Iteration 75Q: 3 clusters Score -1.974697e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -19747032.000000 Penalty: 5822.314941
	Iteration 76Q: 3 clusters Score -1.974703e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -19747068.000000 Penalty: 5822.314941
	Iteration 77Q: 3 clusters Score -1.974707e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -19747128.000000 Penalty: 5822.314941
	Iteration 78Q: 3 clusters Score -1.974713e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -19747222.000000 Penalty: 5822.314941
	Iteration 79Q: 3 clusters Score -1.974722e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -19747352.000000 Penalty: 5822.314941
	Iteration 80F: 3 clusters Score -1.974735e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -19747404.000000 Penalty: 5822.314941
	Iteration 81Q: 3 clusters Score -1.97474e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -19747468.000000 Penalty: 5822.314941
	Iteration 82Q: 3 clusters Score -1.974747e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -19747494.000000 Penalty: 5822.314941
	Iteration 83Q: 3 clusters Score -1.974749e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -19747614.000000 Penalty: 5822.314941
	Iteration 84Q: 3 clusters Score -1.974761e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -19747746.000000 Penalty: 5822.314941
	Iteration 85Q: 3 clusters Score -1.974775e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -19747820.000000 Penalty: 5822.314941
	Iteration 86Q: 3 clusters Score -1.974782e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -19747924.000000 Penalty: 5822.314941
	Iteration 87Q: 3 clusters Score -1.974792e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -19748080.000000 Penalty: 5822.314941
	Iteration 88Q: 3 clusters Score -1.974808e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -19748126.000000 Penalty: 5822.314941
	Iteration 89Q: 3 clusters Score -1.974813e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -19748292.000000 Penalty: 5822.314941
	Iteration 90Q: 3 clusters Score -1.974829e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91866 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -19748438.000000 Penalty: 5822.314941
	Iteration 91Q: 3 clusters Score -1.974844e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92775 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -19748588.000000 Penalty: 5822.314941
	Iteration 92Q: 3 clusters Score -1.974859e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -19748786.000000 Penalty: 5822.314941
	Iteration 93Q: 3 clusters Score -1.974879e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -19749044.000000 Penalty: 5822.314941
	Iteration 94Q: 3 clusters Score -1.974904e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -19749220.000000 Penalty: 5822.314941
	Iteration 95Q: 3 clusters Score -1.974922e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -19749430.000000 Penalty: 5822.314941
	Iteration 96Q: 3 clusters Score -1.974943e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98344 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -19749640.000000 Penalty: 5822.314941
	Iteration 97Q: 3 clusters Score -1.974964e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -19749884.000000 Penalty: 5822.314941
	Iteration 98Q: 3 clusters Score -1.974988e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -19750134.000000 Penalty: 5822.314941
	Iteration 99Q: 3 clusters Score -1.975013e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -19750456.000000 Penalty: 5822.314941
	Iteration 100F: 3 clusters Score -1.975046e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -19750774.000000 Penalty: 5822.314941
	Iteration 101Q: 3 clusters Score -1.975077e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -19751054.000000 Penalty: 5822.314941
	Iteration 102Q: 3 clusters Score -1.975105e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107687 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -19751440.000000 Penalty: 5822.314941
	Iteration 103Q: 3 clusters Score -1.975144e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109311 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -19751774.000000 Penalty: 5822.314941
	Iteration 104Q: 3 clusters Score -1.975177e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -19752150.000000 Penalty: 5822.314941
	Iteration 105Q: 3 clusters Score -1.975215e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -19752376.000000 Penalty: 5822.314941
	Iteration 106Q: 3 clusters Score -1.975238e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113744 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -19752538.000000 Penalty: 5822.314941
	Iteration 107Q: 3 clusters Score -1.975254e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115009 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -19752700.000000 Penalty: 5822.314941
	Iteration 108Q: 3 clusters Score -1.97527e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116182 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -19752846.000000 Penalty: 5822.314941
	Iteration 109Q: 3 clusters Score -1.975285e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117242 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -19752898.000000 Penalty: 5822.314941
	Iteration 110Q: 3 clusters Score -1.97529e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118243 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -19753004.000000 Penalty: 5822.314941
	Iteration 111Q: 3 clusters Score -1.9753e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -19752916.000000 Penalty: 5822.314941
	Iteration 112Q: 3 clusters Score -1.975292e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119858 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -19753012.000000 Penalty: 5822.314941
	Iteration 113Q: 3 clusters Score -1.975301e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -19753026.000000 Penalty: 5822.314941
	Iteration 114Q: 3 clusters Score -1.975303e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120977 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -19753048.000000 Penalty: 5822.314941
	Iteration 115Q: 3 clusters Score -1.975305e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121388 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -19753080.000000 Penalty: 5822.314941
	Iteration 116Q: 3 clusters Score -1.975308e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121710 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -19753068.000000 Penalty: 5822.314941
	Iteration 117Q: 3 clusters Score -1.975307e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -19753078.000000 Penalty: 5822.314941
	Iteration 118Q: 3 clusters Score -1.975308e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122180 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -19753082.000000 Penalty: 5822.314941
	Iteration 119Q: 3 clusters Score -1.975308e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122347 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -19753040.000000 Penalty: 5822.314941
	Iteration 120F: 3 clusters Score -1.975304e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -19753022.000000 Penalty: 5822.314941
	Iteration 121Q: 3 clusters Score -1.975302e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122615 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19753004.000000 Penalty: 5822.314941
	Iteration 122Q: 3 clusters Score -1.9753e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122720 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -19752990.000000 Penalty: 5822.314941
	Iteration 123Q: 3 clusters Score -1.975299e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122805 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -19752974.000000 Penalty: 5822.314941
	Iteration 124Q: 3 clusters Score -1.975297e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -19752988.000000 Penalty: 5822.314941
	Iteration 125Q: 3 clusters Score -1.975299e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122949 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -19752990.000000 Penalty: 5822.314941
	Iteration 126Q: 3 clusters Score -1.975299e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -19752986.000000 Penalty: 5822.314941
	Iteration 127Q: 3 clusters Score -1.975299e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123064 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -19752968.000000 Penalty: 5822.314941
	Iteration 128Q: 3 clusters Score -1.975297e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123103 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -19752992.000000 Penalty: 5822.314941
	Iteration 129Q: 3 clusters Score -1.975299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123137 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19752994.000000 Penalty: 5822.314941
	Iteration 130Q: 3 clusters Score -1.975299e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -19753004.000000 Penalty: 5822.314941
	Iteration 131Q: 3 clusters Score -1.9753e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123199 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19752972.000000 Penalty: 5822.314941
	Iteration 132Q: 3 clusters Score -1.975297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123231 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -19752946.000000 Penalty: 5822.314941
	Iteration 133Q: 3 clusters Score -1.975295e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -19752918.000000 Penalty: 5822.314941
	Iteration 134Q: 3 clusters Score -1.975292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123289 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19752928.000000 Penalty: 5822.314941
	Iteration 135Q: 3 clusters Score -1.975293e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123315 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -19752946.000000 Penalty: 5822.314941
	Iteration 136Q: 3 clusters Score -1.975295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123343 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -19752942.000000 Penalty: 5822.314941
	Iteration 137Q: 3 clusters Score -1.975294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123377 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -19752960.000000 Penalty: 5822.314941
	Iteration 138Q: 3 clusters Score -1.975296e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123413 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -19752966.000000 Penalty: 5822.314941
	Iteration 139Q: 3 clusters Score -1.975297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -19752940.000000 Penalty: 5822.314941
	Iteration 140F: 3 clusters Score -1.975294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123466 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -19752960.000000 Penalty: 5822.314941
	Iteration 141Q: 3 clusters Score -1.975296e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123492 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -19752946.000000 Penalty: 5822.314941
	Iteration 142Q: 3 clusters Score -1.975295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -19752936.000000 Penalty: 5822.314941
	Iteration 143Q: 3 clusters Score -1.975294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -19752946.000000 Penalty: 5822.314941
	Iteration 144Q: 3 clusters Score -1.975295e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123539 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19752934.000000 Penalty: 5822.314941
	Iteration 145Q: 3 clusters Score -1.975293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123553 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19752928.000000 Penalty: 5822.314941
	Iteration 146Q: 3 clusters Score -1.975293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19752936.000000 Penalty: 5822.314941
	Iteration 147Q: 3 clusters Score -1.975294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123578 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -19752938.000000 Penalty: 5822.314941
	Iteration 148Q: 3 clusters Score -1.975294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -19752938.000000 Penalty: 5822.314941
	Iteration 149Q: 3 clusters Score -1.975294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123603 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -19752948.000000 Penalty: 5822.314941
	Iteration 150Q: 3 clusters Score -1.975295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123616 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -19752934.000000 Penalty: 5822.314941
	Iteration 151Q: 3 clusters Score -1.975293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123624 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -19752926.000000 Penalty: 5822.314941
	Iteration 152Q: 3 clusters Score -1.975293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123630 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -19752932.000000 Penalty: 5822.314941
	Iteration 153Q: 3 clusters Score -1.975293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123633 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -19752936.000000 Penalty: 5822.314941
	Iteration 154Q: 3 clusters Score -1.975294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123638 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -19752932.000000 Penalty: 5822.314941
	Iteration 155Q: 3 clusters Score -1.975293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123647 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -19752942.000000 Penalty: 5822.314941
	Iteration 156Q: 3 clusters Score -1.975294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123657 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -19752946.000000 Penalty: 5822.314941
	Iteration 157Q: 3 clusters Score -1.975295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123669 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -19752932.000000 Penalty: 5822.314941
	Iteration 158Q: 3 clusters Score -1.975293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123675 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -19752950.000000 Penalty: 5822.314941
	Iteration 159Q: 3 clusters Score -1.975295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -19752944.000000 Penalty: 5822.314941
	Iteration 160F: 3 clusters Score -1.975294e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123691 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19752944.000000 Penalty: 5822.314941
	Iteration 161Q: 3 clusters Score -1.975294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123700 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -19752960.000000 Penalty: 5822.314941
	Iteration 162Q: 3 clusters Score -1.975296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123712 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -19752966.000000 Penalty: 5822.314941
	Iteration 163Q: 3 clusters Score -1.975297e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123726 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19752950.000000 Penalty: 5822.314941
	Iteration 164Q: 3 clusters Score -1.975295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123739 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19752982.000000 Penalty: 5822.314941
	Iteration 165Q: 3 clusters Score -1.975298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123748 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19752970.000000 Penalty: 5822.314941
	Iteration 166Q: 3 clusters Score -1.975297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123764 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19752962.000000 Penalty: 5822.314941
	Iteration 167Q: 3 clusters Score -1.975296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123780 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -19752968.000000 Penalty: 5822.314941
	Iteration 168Q: 3 clusters Score -1.975297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123797 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19752984.000000 Penalty: 5822.314941
	Iteration 169Q: 3 clusters Score -1.975298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19752974.000000 Penalty: 5822.314941
	Iteration 170Q: 3 clusters Score -1.975297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123810 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -19752982.000000 Penalty: 5822.314941
	Iteration 171Q: 3 clusters Score -1.975298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123816 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19752978.000000 Penalty: 5822.314941
	Iteration 172Q: 3 clusters Score -1.975298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123822 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -19752968.000000 Penalty: 5822.314941
	Iteration 173Q: 3 clusters Score -1.975297e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123826 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -19752992.000000 Penalty: 5822.314941
	Iteration 174Q: 3 clusters Score -1.975299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123828 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -19752990.000000 Penalty: 5822.314941
	Iteration 175Q: 3 clusters Score -1.975299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123831 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19752994.000000 Penalty: 5822.314941
	Iteration 176Q: 3 clusters Score -1.975299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123832 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -19752996.000000 Penalty: 5822.314941
	Iteration 177Q: 3 clusters Score -1.9753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123835 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19752986.000000 Penalty: 5822.314941
	Iteration 178Q: 3 clusters Score -1.975299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -19752996.000000 Penalty: 5822.314941
	Iteration 179Q: 3 clusters Score -1.9753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -19752992.000000 Penalty: 5822.314941
	Iteration 180F: 3 clusters Score -1.975299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -19752992.000000 Penalty: 5822.314941
	Iteration 181Q: 3 clusters Score -1.975299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -19752994.000000 Penalty: 5822.314941
	Iteration 182Q: 3 clusters Score -1.975299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123843 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -19753000.000000 Penalty: 5822.314941
	Iteration 183Q: 3 clusters Score -1.9753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123844 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -19753006.000000 Penalty: 5822.314941
	Iteration 184Q: 3 clusters Score -1.975301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123842 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -19753004.000000 Penalty: 5822.314941
	Iteration 185Q: 3 clusters Score -1.9753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123841 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -19752996.000000 Penalty: 5822.314941
	Iteration 186Q: 3 clusters Score -1.9753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123844 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -19752992.000000 Penalty: 5822.314941
	Iteration 187Q: 3 clusters Score -1.975299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123849 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -19752994.000000 Penalty: 5822.314941
	Iteration 188Q: 3 clusters Score -1.975299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -19753018.000000 Penalty: 5822.314941
	Iteration 189Q: 3 clusters Score -1.975302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123854 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -19753014.000000 Penalty: 5822.314941
	Iteration 190Q: 3 clusters Score -1.975301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123858 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -19753020.000000 Penalty: 5822.314941
	Iteration 191Q: 3 clusters Score -1.975302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123859 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -19753018.000000 Penalty: 5822.314941
	Iteration 192Q: 3 clusters Score -1.975302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123860 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -19753020.000000 Penalty: 5822.314941
	Iteration 193Q: 3 clusters Score -1.975302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123861 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -19753022.000000 Penalty: 5822.314941
	Iteration 194Q: 3 clusters Score -1.975302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123861 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -19753022.000000 Penalty: 5822.314941
	Iteration 195F: 3 clusters Score -1.975302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -632056.812500 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -632056.8 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 2150 members 
Entering Unmasked Estep 
Score: -627965.187500 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -627965.2 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -629042.312500 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -629042.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -629380.187500 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -629380.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -629693.000000 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -629693 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -630034.375000 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -630034.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -630441.562500 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -630441.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -630890.875000 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -630890.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -631257.250000 Penalty: 4152.938965
	Iteration 7F: 3 clusters Score -631257.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -631487.625000 Penalty: 4152.938965
	Iteration 8F: 3 clusters Score -631487.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -631628.187500 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -631628.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -631694.375000 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -631694.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -631717.562500 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -631717.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -631730.187500 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -631730.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -631740.187500 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -631740.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -631746.062500 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -631746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -631749.062500 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -631749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -631753.562500 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -631753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -631754.125000 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -631754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -631755.750000 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -631755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -631756.812500 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -631756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -631756.312500 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -631756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -23162.667969 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -23162.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22211.724609 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -22211.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22578.750000 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -22578.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22731.892578 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -22731.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22862.789062 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -22862.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23014.197266 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -23014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23138.384766 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -23138.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23169.365234 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -23169.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23169.365234 Penalty: 2726.595459
	Iteration 7F: 3 clusters Score -23169.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125309 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 93 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139668 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42115 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 151 members 
Entering Unmasked Estep 
Score: -86716936.000000 Penalty: 118243.585938
Splitting cluster 13 changes total score from -86718952.000000 to -86716936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Entering Unmasked Estep 
Score: -408337.906250 Penalty: 1961.188843
	Iteration 0F: 2 clusters Score -408337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -405257.312500 Penalty: 3922.377686
	Iteration 0F: 3 clusters Score -405257.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -405851.656250 Penalty: 3922.377686
	Iteration 1F: 3 clusters Score -405851.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -406001.031250 Penalty: 3922.377686
	Iteration 2F: 3 clusters Score -406001 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -406088.375000 Penalty: 3922.377686
	Iteration 3Q: 3 clusters Score -406088.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -406158.750000 Penalty: 3922.377686
	Iteration 4Q: 3 clusters Score -406158.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -406226.968750 Penalty: 3922.377686
	Iteration 5Q: 3 clusters Score -406227 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -406309.312500 Penalty: 3922.377686
	Iteration 6Q: 3 clusters Score -406309.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -406386.906250 Penalty: 3922.377686
	Iteration 7Q: 3 clusters Score -406386.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -406495.656250 Penalty: 3922.377686
	Iteration 8Q: 3 clusters Score -406495.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -406630.187500 Penalty: 3922.377686
	Iteration 9Q: 3 clusters Score -406630.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -406760.812500 Penalty: 3922.377686
	Iteration 10Q: 3 clusters Score -406760.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -406883.937500 Penalty: 3922.377686
	Iteration 11Q: 3 clusters Score -406883.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -407004.812500 Penalty: 3922.377686
	Iteration 12Q: 3 clusters Score -407004.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -407126.125000 Penalty: 3922.377686
	Iteration 13Q: 3 clusters Score -407126.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -407211.531250 Penalty: 3922.377686
	Iteration 14Q: 3 clusters Score -407211.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -407279.718750 Penalty: 3922.377686
	Iteration 15Q: 3 clusters Score -407279.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -407336.187500 Penalty: 3922.377686
	Iteration 16Q: 3 clusters Score -407336.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -407381.562500 Penalty: 3922.377686
	Iteration 17Q: 3 clusters Score -407381.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -407407.937500 Penalty: 3922.377686
	Iteration 18Q: 3 clusters Score -407407.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -407427.687500 Penalty: 3922.377686
	Iteration 19Q: 3 clusters Score -407427.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -407444.468750 Penalty: 3922.377686
	Iteration 20F: 3 clusters Score -407444.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -407452.750000 Penalty: 3922.377686
	Iteration 21Q: 3 clusters Score -407452.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -407456.343750 Penalty: 3922.377686
	Iteration 22Q: 3 clusters Score -407456.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -407463.937500 Penalty: 3922.377686
	Iteration 23Q: 3 clusters Score -407463.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -407470.312500 Penalty: 3922.377686
	Iteration 24Q: 3 clusters Score -407470.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -407473.656250 Penalty: 3922.377686
	Iteration 25Q: 3 clusters Score -407473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -407475.187500 Penalty: 3922.377686
	Iteration 26Q: 3 clusters Score -407475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -407476.562500 Penalty: 3922.377686
	Iteration 27Q: 3 clusters Score -407476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -407476.312500 Penalty: 3922.377686
	Iteration 28Q: 3 clusters Score -407476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -407477.125000 Penalty: 3922.377686
	Iteration 29Q: 3 clusters Score -407477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -407478.343750 Penalty: 3922.377686
	Iteration 30Q: 3 clusters Score -407478.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -407478.875000 Penalty: 3922.377686
	Iteration 31Q: 3 clusters Score -407478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -407479.687500 Penalty: 3922.377686
	Iteration 32Q: 3 clusters Score -407479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -407480.750000 Penalty: 3922.377686
	Iteration 33Q: 3 clusters Score -407480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -407480.750000 Penalty: 3922.377686
	Iteration 34F: 3 clusters Score -407480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -240474.515625 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -240474.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -238105.921875 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -238105.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -238556.125000 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -238556.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -238699.203125 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -238699.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -238804.718750 Penalty: 3680.904053
	Iteration 3Q: 3 clusters Score -238804.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -238893.359375 Penalty: 3680.904053
	Iteration 4Q: 3 clusters Score -238893.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -238963.343750 Penalty: 3680.904053
	Iteration 5Q: 3 clusters Score -238963.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -239065.875000 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -239065.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -239175.250000 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -239175.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -239246.250000 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -239246.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -239316.765625 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -239316.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -239372.046875 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -239372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -239427.562500 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -239427.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -239472.875000 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -239472.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239502.640625 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -239502.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -239532.546875 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -239532.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -239557.609375 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -239557.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -239573.703125 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -239573.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -239594.781250 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -239594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -239605.375000 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -239605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -239614.656250 Penalty: 3680.904053
	Iteration 19Q: 3 clusters Score -239614.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -239623.765625 Penalty: 3680.904053
	Iteration 20F: 3 clusters Score -239623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -239631.671875 Penalty: 3680.904053
	Iteration 21Q: 3 clusters Score -239631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -239641.875000 Penalty: 3680.904053
	Iteration 22Q: 3 clusters Score -239641.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -239648.703125 Penalty: 3680.904053
	Iteration 23Q: 3 clusters Score -239648.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -239655.796875 Penalty: 3680.904053
	Iteration 24Q: 3 clusters Score -239655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -239662.359375 Penalty: 3680.904053
	Iteration 25Q: 3 clusters Score -239662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -239664.937500 Penalty: 3680.904053
	Iteration 26Q: 3 clusters Score -239664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -239667.015625 Penalty: 3680.904053
	Iteration 27Q: 3 clusters Score -239667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -239667.500000 Penalty: 3680.904053
	Iteration 28Q: 3 clusters Score -239667.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -239667.500000 Penalty: 3680.904053
	Iteration 29F: 3 clusters Score -239667.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (139668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139668 members 
Entering Unmasked Estep 
Score: -21942352.000000 Penalty: 2938.061768
	Iteration 0F: 2 clusters Score -2.194235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -21853174.000000 Penalty: 5876.123535
	Iteration 0F: 3 clusters Score -2.185317e+07 nChanged 66557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -21891420.000000 Penalty: 5876.123535
	Iteration 1F: 3 clusters Score -2.189142e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -21892596.000000 Penalty: 5876.123535
	Iteration 2Q: 3 clusters Score -2.18926e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -21894278.000000 Penalty: 5876.123535
	Iteration 3Q: 3 clusters Score -2.189428e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -21897098.000000 Penalty: 5876.123535
	Iteration 4Q: 3 clusters Score -2.18971e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -21901610.000000 Penalty: 5876.123535
	Iteration 5Q: 3 clusters Score -2.190161e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 91973 members 
Entering Unmasked Estep 
Score: -21907754.000000 Penalty: 5876.123535
	Iteration 6F: 3 clusters Score -2.190775e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 98826 members 
Entering Unmasked Estep 
Score: -21914998.000000 Penalty: 5876.123535
	Iteration 7F: 3 clusters Score -2.1915e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -21921562.000000 Penalty: 5876.123535
	Iteration 8F: 3 clusters Score -2.192156e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 110072 members 
Entering Unmasked Estep 
Score: -21926186.000000 Penalty: 5876.123535
	Iteration 9F: 3 clusters Score -2.192619e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 113742 members 
Entering Unmasked Estep 
Score: -21929416.000000 Penalty: 5876.123535
	Iteration 10Q: 3 clusters Score -2.192942e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 116524 members 
Entering Unmasked Estep 
Score: -21931406.000000 Penalty: 5876.123535
	Iteration 11Q: 3 clusters Score -2.193141e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 118793 members 
Entering Unmasked Estep 
Score: -21932722.000000 Penalty: 5876.123535
	Iteration 12Q: 3 clusters Score -2.193272e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -21933608.000000 Penalty: 5876.123535
	Iteration 13Q: 3 clusters Score -2.193361e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 122565 members 
Entering Unmasked Estep 
Score: -21934238.000000 Penalty: 5876.123535
	Iteration 14Q: 3 clusters Score -2.193424e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -21934750.000000 Penalty: 5876.123535
	Iteration 15Q: 3 clusters Score -2.193475e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 125577 members 
Entering Unmasked Estep 
Score: -21935218.000000 Penalty: 5876.123535
	Iteration 16Q: 3 clusters Score -2.193522e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 126906 members 
Entering Unmasked Estep 
Score: -21935716.000000 Penalty: 5876.123535
	Iteration 17Q: 3 clusters Score -2.193572e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 128133 members 
Entering Unmasked Estep 
Score: -21936204.000000 Penalty: 5876.123535
	Iteration 18Q: 3 clusters Score -2.19362e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -21936630.000000 Penalty: 5876.123535
	Iteration 19Q: 3 clusters Score -2.193663e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 130272 members 
Entering Unmasked Estep 
Score: -21936878.000000 Penalty: 5876.123535
	Iteration 20F: 3 clusters Score -2.193688e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 131124 members 
Entering Unmasked Estep 
Score: -21937244.000000 Penalty: 5876.123535
	Iteration 21Q: 3 clusters Score -2.193724e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 131901 members 
Entering Unmasked Estep 
Score: -21937518.000000 Penalty: 5876.123535
	Iteration 22Q: 3 clusters Score -2.193752e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 132597 members 
Entering Unmasked Estep 
Score: -21937788.000000 Penalty: 5876.123535
	Iteration 23Q: 3 clusters Score -2.193779e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -21937984.000000 Penalty: 5876.123535
	Iteration 24Q: 3 clusters Score -2.193798e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 133824 members 
Entering Unmasked Estep 
Score: -21938300.000000 Penalty: 5876.123535
	Iteration 25Q: 3 clusters Score -2.19383e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 134311 members 
Entering Unmasked Estep 
Score: -21938488.000000 Penalty: 5876.123535
	Iteration 26Q: 3 clusters Score -2.193849e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 134730 members 
Entering Unmasked Estep 
Score: -21938690.000000 Penalty: 5876.123535
	Iteration 27Q: 3 clusters Score -2.193869e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 135091 members 
Entering Unmasked Estep 
Score: -21938814.000000 Penalty: 5876.123535
	Iteration 28Q: 3 clusters Score -2.193881e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 135436 members 
Entering Unmasked Estep 
Score: -21938914.000000 Penalty: 5876.123535
	Iteration 29Q: 3 clusters Score -2.193891e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 135741 members 
Entering Unmasked Estep 
Score: -21939048.000000 Penalty: 5876.123535
	Iteration 30Q: 3 clusters Score -2.193905e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 136025 members 
Entering Unmasked Estep 
Score: -21939174.000000 Penalty: 5876.123535
	Iteration 31Q: 3 clusters Score -2.193917e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 136250 members 
Entering Unmasked Estep 
Score: -21939250.000000 Penalty: 5876.123535
	Iteration 32Q: 3 clusters Score -2.193925e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 136428 members 
Entering Unmasked Estep 
Score: -21939358.000000 Penalty: 5876.123535
	Iteration 33Q: 3 clusters Score -2.193936e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 136580 members 
Entering Unmasked Estep 
Score: -21939388.000000 Penalty: 5876.123535
	Iteration 34Q: 3 clusters Score -2.193939e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 136703 members 
Entering Unmasked Estep 
Score: -21939434.000000 Penalty: 5876.123535
	Iteration 35Q: 3 clusters Score -2.193943e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -21939500.000000 Penalty: 5876.123535
	Iteration 36Q: 3 clusters Score -2.19395e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 136927 members 
Entering Unmasked Estep 
Score: -21939496.000000 Penalty: 5876.123535
	Iteration 37Q: 3 clusters Score -2.19395e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 137020 members 
Entering Unmasked Estep 
Score: -21939556.000000 Penalty: 5876.123535
	Iteration 38Q: 3 clusters Score -2.193956e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 137103 members 
Entering Unmasked Estep 
Score: -21939564.000000 Penalty: 5876.123535
	Iteration 39Q: 3 clusters Score -2.193956e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 137194 members 
Entering Unmasked Estep 
Score: -21939594.000000 Penalty: 5876.123535
	Iteration 40F: 3 clusters Score -2.193959e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 137272 members 
Entering Unmasked Estep 
Score: -21939582.000000 Penalty: 5876.123535
	Iteration 41Q: 3 clusters Score -2.193958e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 137322 members 
Entering Unmasked Estep 
Score: -21939588.000000 Penalty: 5876.123535
	Iteration 42Q: 3 clusters Score -2.193959e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 137367 members 
Entering Unmasked Estep 
Score: -21939618.000000 Penalty: 5876.123535
	Iteration 43Q: 3 clusters Score -2.193962e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 137414 members 
Entering Unmasked Estep 
Score: -21939640.000000 Penalty: 5876.123535
	Iteration 44Q: 3 clusters Score -2.193964e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 137459 members 
Entering Unmasked Estep 
Score: -21939650.000000 Penalty: 5876.123535
	Iteration 45Q: 3 clusters Score -2.193965e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 137498 members 
Entering Unmasked Estep 
Score: -21939656.000000 Penalty: 5876.123535
	Iteration 46Q: 3 clusters Score -2.193966e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 137528 members 
Entering Unmasked Estep 
Score: -21939654.000000 Penalty: 5876.123535
	Iteration 47Q: 3 clusters Score -2.193965e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 137566 members 
Entering Unmasked Estep 
Score: -21939658.000000 Penalty: 5876.123535
	Iteration 48Q: 3 clusters Score -2.193966e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 137604 members 
Entering Unmasked Estep 
Score: -21939678.000000 Penalty: 5876.123535
	Iteration 49Q: 3 clusters Score -2.193968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 137632 members 
Entering Unmasked Estep 
Score: -21939696.000000 Penalty: 5876.123535
	Iteration 50Q: 3 clusters Score -2.19397e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 137659 members 
Entering Unmasked Estep 
Score: -21939696.000000 Penalty: 5876.123535
	Iteration 51Q: 3 clusters Score -2.19397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 137686 members 
Entering Unmasked Estep 
Score: -21939698.000000 Penalty: 5876.123535
	Iteration 52Q: 3 clusters Score -2.19397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 137711 members 
Entering Unmasked Estep 
Score: -21939704.000000 Penalty: 5876.123535
	Iteration 53Q: 3 clusters Score -2.19397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 137723 members 
Entering Unmasked Estep 
Score: -21939708.000000 Penalty: 5876.123535
	Iteration 54Q: 3 clusters Score -2.193971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -21939716.000000 Penalty: 5876.123535
	Iteration 55Q: 3 clusters Score -2.193972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 137757 members 
Entering Unmasked Estep 
Score: -21939708.000000 Penalty: 5876.123535
	Iteration 56Q: 3 clusters Score -2.193971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 137766 members 
Entering Unmasked Estep 
Score: -21939734.000000 Penalty: 5876.123535
	Iteration 57Q: 3 clusters Score -2.193973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 137780 members 
Entering Unmasked Estep 
Score: -21939764.000000 Penalty: 5876.123535
	Iteration 58Q: 3 clusters Score -2.193976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -21939762.000000 Penalty: 5876.123535
	Iteration 59Q: 3 clusters Score -2.193976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 137809 members 
Entering Unmasked Estep 
Score: -21939794.000000 Penalty: 5876.123535
	Iteration 60F: 3 clusters Score -2.193979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 137824 members 
Entering Unmasked Estep 
Score: -21939784.000000 Penalty: 5876.123535
	Iteration 61Q: 3 clusters Score -2.193978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 137839 members 
Entering Unmasked Estep 
Score: -21939808.000000 Penalty: 5876.123535
	Iteration 62Q: 3 clusters Score -2.193981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 137852 members 
Entering Unmasked Estep 
Score: -21939820.000000 Penalty: 5876.123535
	Iteration 63Q: 3 clusters Score -2.193982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 137858 members 
Entering Unmasked Estep 
Score: -21939820.000000 Penalty: 5876.123535
	Iteration 64Q: 3 clusters Score -2.193982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 137860 members 
Entering Unmasked Estep 
Score: -21939814.000000 Penalty: 5876.123535
	Iteration 65Q: 3 clusters Score -2.193981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 137864 members 
Entering Unmasked Estep 
Score: -21939834.000000 Penalty: 5876.123535
	Iteration 66Q: 3 clusters Score -2.193983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 137866 members 
Entering Unmasked Estep 
Score: -21939840.000000 Penalty: 5876.123535
	Iteration 67Q: 3 clusters Score -2.193984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 137869 members 
Entering Unmasked Estep 
Score: -21939836.000000 Penalty: 5876.123535
	Iteration 68Q: 3 clusters Score -2.193984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 137871 members 
Entering Unmasked Estep 
Score: -21939842.000000 Penalty: 5876.123535
	Iteration 69Q: 3 clusters Score -2.193984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 137874 members 
Entering Unmasked Estep 
Score: -21939844.000000 Penalty: 5876.123535
	Iteration 70Q: 3 clusters Score -2.193984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 137881 members 
Entering Unmasked Estep 
Score: -21939846.000000 Penalty: 5876.123535
	Iteration 71Q: 3 clusters Score -2.193985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 137882 members 
Entering Unmasked Estep 
Score: -21939846.000000 Penalty: 5876.123535
	Iteration 72Q: 3 clusters Score -2.193985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 137884 members 
Entering Unmasked Estep 
Score: -21939830.000000 Penalty: 5876.123535
	Iteration 73Q: 3 clusters Score -2.193983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 137891 members 
Entering Unmasked Estep 
Score: -21939832.000000 Penalty: 5876.123535
	Iteration 74Q: 3 clusters Score -2.193983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 137895 members 
Entering Unmasked Estep 
Score: -21939834.000000 Penalty: 5876.123535
	Iteration 75Q: 3 clusters Score -2.193983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 137897 members 
Entering Unmasked Estep 
Score: -21939832.000000 Penalty: 5876.123535
	Iteration 76Q: 3 clusters Score -2.193983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -21939828.000000 Penalty: 5876.123535
	Iteration 77Q: 3 clusters Score -2.193983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -21939828.000000 Penalty: 5876.123535
	Iteration 78F: 3 clusters Score -2.193983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Entering Unmasked Estep 
Score: -2020629.375000 Penalty: 2352.170166
	Iteration 0F: 2 clusters Score -2020629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2010993.250000 Penalty: 4704.340332
	Iteration 0F: 3 clusters Score -2010993 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2014066.625000 Penalty: 4704.340332
	Iteration 1F: 3 clusters Score -2014067 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2014657.250000 Penalty: 4704.340332
	Iteration 2F: 3 clusters Score -2014657 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2015349.375000 Penalty: 4704.340332
	Iteration 3F: 3 clusters Score -2015349 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2016101.750000 Penalty: 4704.340332
	Iteration 4F: 3 clusters Score -2016102 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2016790.375000 Penalty: 4704.340332
	Iteration 5F: 3 clusters Score -2016790 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2017404.000000 Penalty: 4704.340332
	Iteration 6F: 3 clusters Score -2017404 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2017937.875000 Penalty: 4704.340332
	Iteration 7F: 3 clusters Score -2017938 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2018386.375000 Penalty: 4704.340332
	Iteration 8Q: 3 clusters Score -2018386 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2018697.000000 Penalty: 4704.340332
	Iteration 9Q: 3 clusters Score -2018697 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2018878.875000 Penalty: 4704.340332
	Iteration 10Q: 3 clusters Score -2018879 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2019025.750000 Penalty: 4704.340332
	Iteration 11Q: 3 clusters Score -2019026 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2019127.500000 Penalty: 4704.340332
	Iteration 12Q: 3 clusters Score -2019128 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2019210.500000 Penalty: 4704.340332
	Iteration 13Q: 3 clusters Score -2019210 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2019274.375000 Penalty: 4704.340332
	Iteration 14Q: 3 clusters Score -2019274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2019328.000000 Penalty: 4704.340332
	Iteration 15Q: 3 clusters Score -2019328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2019362.500000 Penalty: 4704.340332
	Iteration 16Q: 3 clusters Score -2019362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2019391.000000 Penalty: 4704.340332
	Iteration 17Q: 3 clusters Score -2019391 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2019416.000000 Penalty: 4704.340332
	Iteration 18Q: 3 clusters Score -2019416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2019438.125000 Penalty: 4704.340332
	Iteration 19Q: 3 clusters Score -2019438 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2019450.625000 Penalty: 4704.340332
	Iteration 20F: 3 clusters Score -2019451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2019466.500000 Penalty: 4704.340332
	Iteration 21Q: 3 clusters Score -2019466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2019482.375000 Penalty: 4704.340332
	Iteration 22Q: 3 clusters Score -2019482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2019491.375000 Penalty: 4704.340332
	Iteration 23Q: 3 clusters Score -2019491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2019514.125000 Penalty: 4704.340332
	Iteration 24Q: 3 clusters Score -2019514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2019534.000000 Penalty: 4704.340332
	Iteration 25Q: 3 clusters Score -2019534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2019562.500000 Penalty: 4704.340332
	Iteration 26Q: 3 clusters Score -2019562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2019578.750000 Penalty: 4704.340332
	Iteration 27Q: 3 clusters Score -2019579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2019593.000000 Penalty: 4704.340332
	Iteration 28Q: 3 clusters Score -2019593 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2019611.625000 Penalty: 4704.340332
	Iteration 29Q: 3 clusters Score -2019612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2019612.000000 Penalty: 4704.340332
	Iteration 30Q: 3 clusters Score -2019612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2019626.750000 Penalty: 4704.340332
	Iteration 31Q: 3 clusters Score -2019627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2019636.750000 Penalty: 4704.340332
	Iteration 32Q: 3 clusters Score -2019637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2019643.500000 Penalty: 4704.340332
	Iteration 33Q: 3 clusters Score -2019644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2019646.875000 Penalty: 4704.340332
	Iteration 34Q: 3 clusters Score -2019647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2019653.125000 Penalty: 4704.340332
	Iteration 35Q: 3 clusters Score -2019653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2019661.000000 Penalty: 4704.340332
	Iteration 36Q: 3 clusters Score -2019661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2019666.000000 Penalty: 4704.340332
	Iteration 37Q: 3 clusters Score -2019666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2019670.000000 Penalty: 4704.340332
	Iteration 38Q: 3 clusters Score -2019670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2019677.000000 Penalty: 4704.340332
	Iteration 39Q: 3 clusters Score -2019677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2019686.375000 Penalty: 4704.340332
	Iteration 40F: 3 clusters Score -2019686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2019693.750000 Penalty: 4704.340332
	Iteration 41Q: 3 clusters Score -2019694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2019706.125000 Penalty: 4704.340332
	Iteration 42Q: 3 clusters Score -2019706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2019709.375000 Penalty: 4704.340332
	Iteration 43Q: 3 clusters Score -2019709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2019719.250000 Penalty: 4704.340332
	Iteration 44Q: 3 clusters Score -2019719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2019721.375000 Penalty: 4704.340332
	Iteration 45Q: 3 clusters Score -2019721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2019718.125000 Penalty: 4704.340332
	Iteration 46Q: 3 clusters Score -2019718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2019720.500000 Penalty: 4704.340332
	Iteration 47Q: 3 clusters Score -2019720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2019721.875000 Penalty: 4704.340332
	Iteration 48Q: 3 clusters Score -2019722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2019720.500000 Penalty: 4704.340332
	Iteration 49Q: 3 clusters Score -2019720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2019726.000000 Penalty: 4704.340332
	Iteration 50Q: 3 clusters Score -2019726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2019729.875000 Penalty: 4704.340332
	Iteration 51Q: 3 clusters Score -2019730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2019727.125000 Penalty: 4704.340332
	Iteration 52Q: 3 clusters Score -2019727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2019729.250000 Penalty: 4704.340332
	Iteration 53Q: 3 clusters Score -2019729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2019730.375000 Penalty: 4704.340332
	Iteration 54Q: 3 clusters Score -2019730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2019733.375000 Penalty: 4704.340332
	Iteration 55Q: 3 clusters Score -2019733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2019733.000000 Penalty: 4704.340332
	Iteration 56Q: 3 clusters Score -2019733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2019740.125000 Penalty: 4704.340332
	Iteration 57Q: 3 clusters Score -2019740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2019736.750000 Penalty: 4704.340332
	Iteration 58Q: 3 clusters Score -2019737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2019741.750000 Penalty: 4704.340332
	Iteration 59Q: 3 clusters Score -2019742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2019747.375000 Penalty: 4704.340332
	Iteration 60F: 3 clusters Score -2019747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2019753.875000 Penalty: 4704.340332
	Iteration 61Q: 3 clusters Score -2019754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2019760.125000 Penalty: 4704.340332
	Iteration 62Q: 3 clusters Score -2019760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2019767.125000 Penalty: 4704.340332
	Iteration 63Q: 3 clusters Score -2019767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2019777.375000 Penalty: 4704.340332
	Iteration 64Q: 3 clusters Score -2019777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2019777.625000 Penalty: 4704.340332
	Iteration 65Q: 3 clusters Score -2019778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2019787.375000 Penalty: 4704.340332
	Iteration 66Q: 3 clusters Score -2019787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2019792.500000 Penalty: 4704.340332
	Iteration 67Q: 3 clusters Score -2019792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2019801.125000 Penalty: 4704.340332
	Iteration 68Q: 3 clusters Score -2019801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2019809.000000 Penalty: 4704.340332
	Iteration 69Q: 3 clusters Score -2019809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2019813.875000 Penalty: 4704.340332
	Iteration 70Q: 3 clusters Score -2019814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2019816.375000 Penalty: 4704.340332
	Iteration 71Q: 3 clusters Score -2019816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2019821.250000 Penalty: 4704.340332
	Iteration 72Q: 3 clusters Score -2019821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2019829.125000 Penalty: 4704.340332
	Iteration 73Q: 3 clusters Score -2019829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2019831.375000 Penalty: 4704.340332
	Iteration 74Q: 3 clusters Score -2019831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2019827.750000 Penalty: 4704.340332
	Iteration 75Q: 3 clusters Score -2019828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2019838.125000 Penalty: 4704.340332
	Iteration 76Q: 3 clusters Score -2019838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2019841.750000 Penalty: 4704.340332
	Iteration 77Q: 3 clusters Score -2019842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2019846.000000 Penalty: 4704.340332
	Iteration 78Q: 3 clusters Score -2019846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2019844.000000 Penalty: 4704.340332
	Iteration 79Q: 3 clusters Score -2019844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2019843.875000 Penalty: 4704.340332
	Iteration 80F: 3 clusters Score -2019844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2019843.000000 Penalty: 4704.340332
	Iteration 81Q: 3 clusters Score -2019843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2019844.500000 Penalty: 4704.340332
	Iteration 82Q: 3 clusters Score -2019844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2019841.500000 Penalty: 4704.340332
	Iteration 83Q: 3 clusters Score -2019842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2019844.250000 Penalty: 4704.340332
	Iteration 84Q: 3 clusters Score -2019844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2019845.000000 Penalty: 4704.340332
	Iteration 85Q: 3 clusters Score -2019845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2019847.250000 Penalty: 4704.340332
	Iteration 86Q: 3 clusters Score -2019847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2019849.875000 Penalty: 4704.340332
	Iteration 87Q: 3 clusters Score -2019850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2019847.125000 Penalty: 4704.340332
	Iteration 88Q: 3 clusters Score -2019847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2019849.750000 Penalty: 4704.340332
	Iteration 89Q: 3 clusters Score -2019850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2019851.625000 Penalty: 4704.340332
	Iteration 90Q: 3 clusters Score -2019852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2019851.875000 Penalty: 4704.340332
	Iteration 91Q: 3 clusters Score -2019852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2019851.625000 Penalty: 4704.340332
	Iteration 92Q: 3 clusters Score -2019852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2019850.125000 Penalty: 4704.340332
	Iteration 93Q: 3 clusters Score -2019850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2019851.125000 Penalty: 4704.340332
	Iteration 94Q: 3 clusters Score -2019851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2019852.250000 Penalty: 4704.340332
	Iteration 95Q: 3 clusters Score -2019852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2019852.250000 Penalty: 4704.340332
	Iteration 96F: 3 clusters Score -2019852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -92658.695312 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -92658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91019.218750 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -91019.22 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91337.164062 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -91337.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91524.765625 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -91524.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91733.820312 Penalty: 3220.151123
	Iteration 3F: 3 clusters Score -91733.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -92010.875000 Penalty: 3220.151123
	Iteration 4F: 3 clusters Score -92010.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -92149.562500 Penalty: 3220.151123
	Iteration 5F: 3 clusters Score -92149.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -92288.156250 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -92288.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92352.914062 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -92352.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -92413.781250 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -92413.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92477.187500 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -92477.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -92593.085938 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -92593.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92734.375000 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -92734.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -92812.882812 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -92812.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -92827.281250 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -92827.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92837.007812 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -92837.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -92841.492188 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -92841.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92846.210938 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -92846.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92846.210938 Penalty: 3220.151123
	Iteration 17F: 3 clusters Score -92846.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 301 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 373 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 8667 members 
Mstep: Class 7 contains 259 members 
Mstep: Class 8 contains 7760 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 898 members 
Mstep: Class 11 contains 125309 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2719 members 
Mstep: Class 15 contains 1671 members 
Mstep: Class 16 contains 139668 members 
Mstep: Class 17 contains 13155 members 
Mstep: Class 18 contains 213 members 
Mstep: Class 19 contains 1094 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 95881 members 
Mstep: Class 24 contains 42115 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 619 members 
Mstep: Class 28 contains 656 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 9493 members 
Mstep: Class 31 contains 258 members 
Mstep: Class 32 contains 149 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 14459 members 
Mstep: Class 35 contains 788 members 
Mstep: Class 36 contains 447 members 
Entering Unmasked Estep 
Score: -86717456.000000 Penalty: 118243.585938
Splitting cluster 18 changes total score from -86718952.000000 to -86717456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -142393.343750 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -142393.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140511.718750 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -140511.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -141180.218750 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -141180.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -141484.796875 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -141484.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -141622.734375 Penalty: 3470.807617
	Iteration 3F: 3 clusters Score -141622.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -141691.750000 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -141691.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -141725.546875 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -141725.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -141745.234375 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -141745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -141760.875000 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -141760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -141796.515625 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -141796.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -141828.890625 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -141828.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -141866.250000 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -141866.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -141910.281250 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -141910.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -141947.453125 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -141947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -141963.500000 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -141963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -141973.859375 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -141973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -142008.937500 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -142008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -142038.359375 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -142038.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142050.968750 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -142051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142069.875000 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -142069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -142089.109375 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -142089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142107.593750 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -142107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142138.953125 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -142139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -142164.281250 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -142164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -142177.609375 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -142177.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -142189.328125 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -142189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -142202.421875 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -142202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -142207.828125 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -142207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -142213.687500 Penalty: 3470.807617
	Iteration 27Q: 3 clusters Score -142213.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -142216.968750 Penalty: 3470.807617
	Iteration 28Q: 3 clusters Score -142217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142224.796875 Penalty: 3470.807617
	Iteration 29Q: 3 clusters Score -142224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -142232.078125 Penalty: 3470.807617
	Iteration 30Q: 3 clusters Score -142232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -142235.156250 Penalty: 3470.807617
	Iteration 31Q: 3 clusters Score -142235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -142235.953125 Penalty: 3470.807617
	Iteration 32Q: 3 clusters Score -142236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142237.484375 Penalty: 3470.807617
	Iteration 33Q: 3 clusters Score -142237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142238.406250 Penalty: 3470.807617
	Iteration 34Q: 3 clusters Score -142238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142243.453125 Penalty: 3470.807617
	Iteration 35Q: 3 clusters Score -142243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -142247.281250 Penalty: 3470.807617
	Iteration 36Q: 3 clusters Score -142247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -142262.296875 Penalty: 3470.807617
	Iteration 37Q: 3 clusters Score -142262.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -142271.937500 Penalty: 3470.807617
	Iteration 38Q: 3 clusters Score -142271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -142276.359375 Penalty: 3470.807617
	Iteration 39Q: 3 clusters Score -142276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -142276.359375 Penalty: 3470.807617
	Iteration 40F: 3 clusters Score -142276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Entering Unmasked Estep 
Score: -3028219.500000 Penalty: 2448.101807
	Iteration 0F: 2 clusters Score -3028220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3014479.000000 Penalty: 4896.203613
	Iteration 0F: 3 clusters Score -3014479 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3019017.250000 Penalty: 4896.203613
	Iteration 1F: 3 clusters Score -3019017 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3019537.000000 Penalty: 4896.203613
	Iteration 2F: 3 clusters Score -3019537 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -3020110.750000 Penalty: 4896.203613
	Iteration 3F: 3 clusters Score -3020111 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3020745.000000 Penalty: 4896.203613
	Iteration 4F: 3 clusters Score -3020745 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3021472.250000 Penalty: 4896.203613
	Iteration 5F: 3 clusters Score -3021472 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3022237.250000 Penalty: 4896.203613
	Iteration 6F: 3 clusters Score -3022237 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3023001.250000 Penalty: 4896.203613
	Iteration 7F: 3 clusters Score -3023001 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3023685.250000 Penalty: 4896.203613
	Iteration 8F: 3 clusters Score -3023685 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3024313.500000 Penalty: 4896.203613
	Iteration 9Q: 3 clusters Score -3024314 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3024833.250000 Penalty: 4896.203613
	Iteration 10Q: 3 clusters Score -3024833 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3025280.750000 Penalty: 4896.203613
	Iteration 11Q: 3 clusters Score -3025281 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3025626.250000 Penalty: 4896.203613
	Iteration 12Q: 3 clusters Score -3025626 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3025914.250000 Penalty: 4896.203613
	Iteration 13Q: 3 clusters Score -3025914 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3026128.000000 Penalty: 4896.203613
	Iteration 14Q: 3 clusters Score -3026128 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3026272.750000 Penalty: 4896.203613
	Iteration 15Q: 3 clusters Score -3026273 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3026359.750000 Penalty: 4896.203613
	Iteration 16Q: 3 clusters Score -3026360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3026397.250000 Penalty: 4896.203613
	Iteration 17Q: 3 clusters Score -3026397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3026428.250000 Penalty: 4896.203613
	Iteration 18Q: 3 clusters Score -3026428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3026445.250000 Penalty: 4896.203613
	Iteration 19Q: 3 clusters Score -3026445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3026454.250000 Penalty: 4896.203613
	Iteration 20F: 3 clusters Score -3026454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3026459.000000 Penalty: 4896.203613
	Iteration 21Q: 3 clusters Score -3026459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3026469.500000 Penalty: 4896.203613
	Iteration 22Q: 3 clusters Score -3026470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3026471.500000 Penalty: 4896.203613
	Iteration 23Q: 3 clusters Score -3026472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3026469.000000 Penalty: 4896.203613
	Iteration 24Q: 3 clusters Score -3026469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3026472.750000 Penalty: 4896.203613
	Iteration 25Q: 3 clusters Score -3026473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3026477.500000 Penalty: 4896.203613
	Iteration 26Q: 3 clusters Score -3026478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3026479.000000 Penalty: 4896.203613
	Iteration 27Q: 3 clusters Score -3026479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3026479.750000 Penalty: 4896.203613
	Iteration 28Q: 3 clusters Score -3026480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3026483.250000 Penalty: 4896.203613
	Iteration 29Q: 3 clusters Score -3026483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3026488.500000 Penalty: 4896.203613
	Iteration 30Q: 3 clusters Score -3026488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3026485.750000 Penalty: 4896.203613
	Iteration 31Q: 3 clusters Score -3026486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3026492.250000 Penalty: 4896.203613
	Iteration 32Q: 3 clusters Score -3026492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3026494.000000 Penalty: 4896.203613
	Iteration 33Q: 3 clusters Score -3026494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3026494.000000 Penalty: 4896.203613
	Iteration 34F: 3 clusters Score -3026494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Entering Unmasked Estep 
Score: -5273304.000000 Penalty: 2587.770020
	Iteration 0F: 2 clusters Score -5273304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -5250155.500000 Penalty: 5175.540039
	Iteration 0F: 3 clusters Score -5250156 nChanged 15425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5258574.000000 Penalty: 5175.540039
	Iteration 1F: 3 clusters Score -5258574 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5259083.000000 Penalty: 5175.540039
	Iteration 2Q: 3 clusters Score -5259083 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5259534.500000 Penalty: 5175.540039
	Iteration 3Q: 3 clusters Score -5259534 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -5260023.500000 Penalty: 5175.540039
	Iteration 4Q: 3 clusters Score -5260024 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5260484.000000 Penalty: 5175.540039
	Iteration 5Q: 3 clusters Score -5260484 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -5260975.500000 Penalty: 5175.540039
	Iteration 6Q: 3 clusters Score -5260976 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -5261536.500000 Penalty: 5175.540039
	Iteration 7Q: 3 clusters Score -5261536 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -5262048.500000 Penalty: 5175.540039
	Iteration 8Q: 3 clusters Score -5262048 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5262649.000000 Penalty: 5175.540039
	Iteration 9Q: 3 clusters Score -5262649 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -5263177.500000 Penalty: 5175.540039
	Iteration 10Q: 3 clusters Score -5263178 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5263729.500000 Penalty: 5175.540039
	Iteration 11Q: 3 clusters Score -5263730 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5264261.000000 Penalty: 5175.540039
	Iteration 12Q: 3 clusters Score -5264261 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -5264823.500000 Penalty: 5175.540039
	Iteration 13Q: 3 clusters Score -5264824 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -5265411.000000 Penalty: 5175.540039
	Iteration 14Q: 3 clusters Score -5265411 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -5266015.000000 Penalty: 5175.540039
	Iteration 15Q: 3 clusters Score -5266015 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -5266685.000000 Penalty: 5175.540039
	Iteration 16Q: 3 clusters Score -5266685 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -5267420.000000 Penalty: 5175.540039
	Iteration 17Q: 3 clusters Score -5267420 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -5268226.000000 Penalty: 5175.540039
	Iteration 18Q: 3 clusters Score -5268226 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -5268952.000000 Penalty: 5175.540039
	Iteration 19Q: 3 clusters Score -5268952 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -5269592.500000 Penalty: 5175.540039
	Iteration 20F: 3 clusters Score -5269592 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -5270134.000000 Penalty: 5175.540039
	Iteration 21Q: 3 clusters Score -5270134 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5270453.500000 Penalty: 5175.540039
	Iteration 22Q: 3 clusters Score -5270454 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -5270648.000000 Penalty: 5175.540039
	Iteration 23Q: 3 clusters Score -5270648 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -5270775.000000 Penalty: 5175.540039
	Iteration 24Q: 3 clusters Score -5270775 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -5270852.500000 Penalty: 5175.540039
	Iteration 25Q: 3 clusters Score -5270852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -5270910.000000 Penalty: 5175.540039
	Iteration 26Q: 3 clusters Score -5270910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -5270933.500000 Penalty: 5175.540039
	Iteration 27Q: 3 clusters Score -5270934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -5270955.500000 Penalty: 5175.540039
	Iteration 28Q: 3 clusters Score -5270956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -5270986.500000 Penalty: 5175.540039
	Iteration 29Q: 3 clusters Score -5270986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -5271004.000000 Penalty: 5175.540039
	Iteration 30Q: 3 clusters Score -5271004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -5271012.000000 Penalty: 5175.540039
	Iteration 31Q: 3 clusters Score -5271012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -5271014.000000 Penalty: 5175.540039
	Iteration 32Q: 3 clusters Score -5271014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -5271018.500000 Penalty: 5175.540039
	Iteration 33Q: 3 clusters Score -5271018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5271027.500000 Penalty: 5175.540039
	Iteration 34Q: 3 clusters Score -5271028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -5271031.500000 Penalty: 5175.540039
	Iteration 35Q: 3 clusters Score -5271032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -5271046.500000 Penalty: 5175.540039
	Iteration 36Q: 3 clusters Score -5271046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -5271047.000000 Penalty: 5175.540039
	Iteration 37Q: 3 clusters Score -5271047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -5271042.500000 Penalty: 5175.540039
	Iteration 38Q: 3 clusters Score -5271042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5271056.000000 Penalty: 5175.540039
	Iteration 39Q: 3 clusters Score -5271056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5271061.000000 Penalty: 5175.540039
	Iteration 40F: 3 clusters Score -5271061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -5271063.500000 Penalty: 5175.540039
	Iteration 41Q: 3 clusters Score -5271064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -5271064.500000 Penalty: 5175.540039
	Iteration 42Q: 3 clusters Score -5271064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -5271059.500000 Penalty: 5175.540039
	Iteration 43Q: 3 clusters Score -5271060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -5271060.500000 Penalty: 5175.540039
	Iteration 44Q: 3 clusters Score -5271060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -5271061.000000 Penalty: 5175.540039
	Iteration 45Q: 3 clusters Score -5271061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -5271062.000000 Penalty: 5175.540039
	Iteration 46Q: 3 clusters Score -5271062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -5271062.000000 Penalty: 5175.540039
	Iteration 47F: 3 clusters Score -5271062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -989707.937500 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -989707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -984140.562500 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -984140.6 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -985588.500000 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -985588.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -985867.875000 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -985867.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -986095.000000 Penalty: 4364.632324
	Iteration 3F: 3 clusters Score -986095 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -986293.625000 Penalty: 4364.632324
	Iteration 4Q: 3 clusters Score -986293.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -986456.375000 Penalty: 4364.632324
	Iteration 5Q: 3 clusters Score -986456.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -986582.000000 Penalty: 4364.632324
	Iteration 6Q: 3 clusters Score -986582 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -986716.625000 Penalty: 4364.632324
	Iteration 7Q: 3 clusters Score -986716.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -986863.250000 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -986863.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -986994.250000 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -986994.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -987128.375000 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -987128.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -987294.562500 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -987294.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -987489.625000 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -987489.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -987700.750000 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -987700.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -987989.125000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -987989.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -988350.625000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -988350.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -988649.812500 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -988649.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -988983.125000 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -988983.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -989298.437500 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -989298.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -989468.250000 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -989468.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -989550.312500 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -989550.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -989603.500000 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -989603.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -989644.312500 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -989644.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -989666.062500 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -989666.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -989678.375000 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -989678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -989688.625000 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -989688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -989694.125000 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -989694.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -989696.937500 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -989696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -989697.625000 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -989697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -989697.625000 Penalty: 4364.632324
	Iteration 29F: 3 clusters Score -989697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (95881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Entering Unmasked Estep 
Score: -15134745.000000 Penalty: 2844.774170
	Iteration 0F: 2 clusters Score -1.513474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -15071977.000000 Penalty: 5689.548340
	Iteration 0F: 3 clusters Score -1.507198e+07 nChanged 45291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -15097797.000000 Penalty: 5689.548340
	Iteration 1F: 3 clusters Score -1.50978e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -15098967.000000 Penalty: 5689.548340
	Iteration 2Q: 3 clusters Score -1.509897e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -15100539.000000 Penalty: 5689.548340
	Iteration 3Q: 3 clusters Score -1.510054e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -15102999.000000 Penalty: 5689.548340
	Iteration 4F: 3 clusters Score -1.5103e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -15106696.000000 Penalty: 5689.548340
	Iteration 5F: 3 clusters Score -1.51067e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -15112151.000000 Penalty: 5689.548340
	Iteration 6F: 3 clusters Score -1.511215e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 78201 members 
Entering Unmasked Estep 
Score: -15118361.000000 Penalty: 5689.548340
	Iteration 7F: 3 clusters Score -1.511836e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -15123631.000000 Penalty: 5689.548340
	Iteration 8F: 3 clusters Score -1.512363e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 88272 members 
Entering Unmasked Estep 
Score: -15127198.000000 Penalty: 5689.548340
	Iteration 9Q: 3 clusters Score -1.51272e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 90891 members 
Entering Unmasked Estep 
Score: -15129316.000000 Penalty: 5689.548340
	Iteration 10Q: 3 clusters Score -1.512932e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 92453 members 
Entering Unmasked Estep 
Score: -15130623.000000 Penalty: 5689.548340
	Iteration 11Q: 3 clusters Score -1.513062e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 93380 members 
Entering Unmasked Estep 
Score: -15131407.000000 Penalty: 5689.548340
	Iteration 12Q: 3 clusters Score -1.513141e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 93872 members 
Entering Unmasked Estep 
Score: -15131826.000000 Penalty: 5689.548340
	Iteration 13Q: 3 clusters Score -1.513183e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -15132062.000000 Penalty: 5689.548340
	Iteration 14Q: 3 clusters Score -1.513206e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 94315 members 
Entering Unmasked Estep 
Score: -15132248.000000 Penalty: 5689.548340
	Iteration 15Q: 3 clusters Score -1.513225e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -15132360.000000 Penalty: 5689.548340
	Iteration 16Q: 3 clusters Score -1.513236e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -15132433.000000 Penalty: 5689.548340
	Iteration 17Q: 3 clusters Score -1.513243e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 94520 members 
Entering Unmasked Estep 
Score: -15132485.000000 Penalty: 5689.548340
	Iteration 18Q: 3 clusters Score -1.513248e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -15132532.000000 Penalty: 5689.548340
	Iteration 19Q: 3 clusters Score -1.513253e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -15132553.000000 Penalty: 5689.548340
	Iteration 20F: 3 clusters Score -1.513255e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -15132611.000000 Penalty: 5689.548340
	Iteration 21Q: 3 clusters Score -1.513261e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -15132630.000000 Penalty: 5689.548340
	Iteration 22Q: 3 clusters Score -1.513263e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 94643 members 
Entering Unmasked Estep 
Score: -15132643.000000 Penalty: 5689.548340
	Iteration 23Q: 3 clusters Score -1.513264e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -15132661.000000 Penalty: 5689.548340
	Iteration 24Q: 3 clusters Score -1.513266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -15132660.000000 Penalty: 5689.548340
	Iteration 25Q: 3 clusters Score -1.513266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -15132679.000000 Penalty: 5689.548340
	Iteration 26Q: 3 clusters Score -1.513268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -15132699.000000 Penalty: 5689.548340
	Iteration 27Q: 3 clusters Score -1.51327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 94663 members 
Entering Unmasked Estep 
Score: -15132676.000000 Penalty: 5689.548340
	Iteration 28Q: 3 clusters Score -1.513268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -15132676.000000 Penalty: 5689.548340
	Iteration 29Q: 3 clusters Score -1.513268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 94658 members 
Entering Unmasked Estep 
Score: -15132671.000000 Penalty: 5689.548340
	Iteration 30Q: 3 clusters Score -1.513267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 94656 members 
Entering Unmasked Estep 
Score: -15132684.000000 Penalty: 5689.548340
	Iteration 31Q: 3 clusters Score -1.513268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 94658 members 
Entering Unmasked Estep 
Score: -15132689.000000 Penalty: 5689.548340
	Iteration 32Q: 3 clusters Score -1.513269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -15132688.000000 Penalty: 5689.548340
	Iteration 33Q: 3 clusters Score -1.513269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -15132699.000000 Penalty: 5689.548340
	Iteration 34Q: 3 clusters Score -1.51327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -15132702.000000 Penalty: 5689.548340
	Iteration 35Q: 3 clusters Score -1.51327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -15132707.000000 Penalty: 5689.548340
	Iteration 36Q: 3 clusters Score -1.513271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -15132699.000000 Penalty: 5689.548340
	Iteration 37Q: 3 clusters Score -1.51327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -15132705.000000 Penalty: 5689.548340
	Iteration 38Q: 3 clusters Score -1.51327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -15132708.000000 Penalty: 5689.548340
	Iteration 39Q: 3 clusters Score -1.513271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 94650 members 
Entering Unmasked Estep 
Score: -15132708.000000 Penalty: 5689.548340
	Iteration 40F: 3 clusters Score -1.513271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -15132703.000000 Penalty: 5689.548340
	Iteration 41Q: 3 clusters Score -1.51327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -15132697.000000 Penalty: 5689.548340
	Iteration 42Q: 3 clusters Score -1.51327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -15132694.000000 Penalty: 5689.548340
	Iteration 43Q: 3 clusters Score -1.513269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -15132695.000000 Penalty: 5689.548340
	Iteration 44Q: 3 clusters Score -1.51327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 94654 members 
Entering Unmasked Estep 
Score: -15132697.000000 Penalty: 5689.548340
	Iteration 45Q: 3 clusters Score -1.51327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -15132697.000000 Penalty: 5689.548340
	Iteration 46Q: 3 clusters Score -1.51327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -15132710.000000 Penalty: 5689.548340
	Iteration 47Q: 3 clusters Score -1.513271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -15132710.000000 Penalty: 5689.548340
	Iteration 48F: 3 clusters Score -1.513271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Entering Unmasked Estep 
Score: -6532170.500000 Penalty: 2640.743408
	Iteration 0F: 2 clusters Score -6532170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -6503763.000000 Penalty: 5281.486816
	Iteration 0F: 3 clusters Score -6503763 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -6514198.500000 Penalty: 5281.486816
	Iteration 1F: 3 clusters Score -6514198 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -6514730.000000 Penalty: 5281.486816
	Iteration 2Q: 3 clusters Score -6514730 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -6515315.500000 Penalty: 5281.486816
	Iteration 3Q: 3 clusters Score -6515316 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -6516033.000000 Penalty: 5281.486816
	Iteration 4Q: 3 clusters Score -6516033 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -6516998.500000 Penalty: 5281.486816
	Iteration 5F: 3 clusters Score -6516998 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -6518489.000000 Penalty: 5281.486816
	Iteration 6F: 3 clusters Score -6518489 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -6520654.000000 Penalty: 5281.486816
	Iteration 7F: 3 clusters Score -6520654 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -6523430.500000 Penalty: 5281.486816
	Iteration 8F: 3 clusters Score -6523430 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -6526107.000000 Penalty: 5281.486816
	Iteration 9F: 3 clusters Score -6526107 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -6528084.000000 Penalty: 5281.486816
	Iteration 10Q: 3 clusters Score -6528084 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -6529074.000000 Penalty: 5281.486816
	Iteration 11Q: 3 clusters Score -6529074 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -6529472.500000 Penalty: 5281.486816
	Iteration 12Q: 3 clusters Score -6529472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -6529632.500000 Penalty: 5281.486816
	Iteration 13Q: 3 clusters Score -6529632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -6529709.000000 Penalty: 5281.486816
	Iteration 14Q: 3 clusters Score -6529709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -6529752.000000 Penalty: 5281.486816
	Iteration 15Q: 3 clusters Score -6529752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -6529782.500000 Penalty: 5281.486816
	Iteration 16Q: 3 clusters Score -6529782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -6529794.000000 Penalty: 5281.486816
	Iteration 17Q: 3 clusters Score -6529794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -6529797.000000 Penalty: 5281.486816
	Iteration 18Q: 3 clusters Score -6529797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -6529800.500000 Penalty: 5281.486816
	Iteration 19Q: 3 clusters Score -6529800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -6529805.500000 Penalty: 5281.486816
	Iteration 20F: 3 clusters Score -6529806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -6529807.000000 Penalty: 5281.486816
	Iteration 21Q: 3 clusters Score -6529807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -6529814.000000 Penalty: 5281.486816
	Iteration 22Q: 3 clusters Score -6529814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -6529811.500000 Penalty: 5281.486816
	Iteration 23Q: 3 clusters Score -6529812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -6529813.500000 Penalty: 5281.486816
	Iteration 24Q: 3 clusters Score -6529814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -6529812.000000 Penalty: 5281.486816
	Iteration 25Q: 3 clusters Score -6529812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -6529812.000000 Penalty: 5281.486816
	Iteration 26F: 3 clusters Score -6529812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -23245.519531 Penalty: 1283.685181
	Iteration 0F: 2 clusters Score -23245.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22219.777344 Penalty: 2567.370361
	Iteration 0F: 3 clusters Score -22219.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22279.824219 Penalty: 2567.370361
	Iteration 1F: 3 clusters Score -22279.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22297.359375 Penalty: 2567.370361
	Iteration 2Q: 3 clusters Score -22297.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22305.849609 Penalty: 2567.370361
	Iteration 3Q: 3 clusters Score -22305.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22308.597656 Penalty: 2567.370361
	Iteration 4Q: 3 clusters Score -22308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22308.597656 Penalty: 2567.370361
	Iteration 5F: 3 clusters Score -22308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -138574.796875 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -138574.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -136718.515625 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -136718.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137250.984375 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -137251 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -137606.437500 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -137606.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -137868.078125 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -137868.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -138000.828125 Penalty: 3432.653076
	Iteration 4F: 3 clusters Score -138000.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -138105.406250 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -138105.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -138170.796875 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -138170.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -138235.890625 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -138235.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -138262.890625 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -138262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -138285.046875 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -138285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -138309.703125 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -138309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -138323.593750 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -138323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138332.140625 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -138332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138332.593750 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -138332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138332.593750 Penalty: 3432.653076
	Iteration 14F: 3 clusters Score -138332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -81777.007812 Penalty: 1594.170166
	Iteration 0F: 2 clusters Score -81777.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80132.828125 Penalty: 3188.340332
	Iteration 0F: 3 clusters Score -80132.83 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80376.320312 Penalty: 3188.340332
	Iteration 1F: 3 clusters Score -80376.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80508.968750 Penalty: 3188.340332
	Iteration 2F: 3 clusters Score -80508.97 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80620.218750 Penalty: 3188.340332
	Iteration 3F: 3 clusters Score -80620.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80693.445312 Penalty: 3188.340332
	Iteration 4Q: 3 clusters Score -80693.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80732.101562 Penalty: 3188.340332
	Iteration 5Q: 3 clusters Score -80732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80755.031250 Penalty: 3188.340332
	Iteration 6Q: 3 clusters Score -80755.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80777.265625 Penalty: 3188.340332
	Iteration 7Q: 3 clusters Score -80777.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80798.296875 Penalty: 3188.340332
	Iteration 8Q: 3 clusters Score -80798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80817.921875 Penalty: 3188.340332
	Iteration 9Q: 3 clusters Score -80817.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80835.570312 Penalty: 3188.340332
	Iteration 10Q: 3 clusters Score -80835.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -80849.101562 Penalty: 3188.340332
	Iteration 11Q: 3 clusters Score -80849.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80853.664062 Penalty: 3188.340332
	Iteration 12Q: 3 clusters Score -80853.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80853.664062 Penalty: 3188.340332
	Iteration 13F: 3 clusters Score -80853.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -92587.117188 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -92587.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90964.406250 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -90964.41 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91193.953125 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -91193.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91266.585938 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -91266.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91310.203125 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -91310.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91349.281250 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -91349.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91372.882812 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -91372.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91397.453125 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -91397.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91424.062500 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -91424.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91462.664062 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -91462.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91505.281250 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -91505.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91583.609375 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -91583.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91696.296875 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -91696.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -91736.804688 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -91736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91757.945312 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -91757.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91785.835938 Penalty: 3217.135742
	Iteration 14Q: 3 clusters Score -91785.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91798.304688 Penalty: 3217.135742
	Iteration 15Q: 3 clusters Score -91798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91809.617188 Penalty: 3217.135742
	Iteration 16Q: 3 clusters Score -91809.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91819.906250 Penalty: 3217.135742
	Iteration 17Q: 3 clusters Score -91819.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -91837.976562 Penalty: 3217.135742
	Iteration 18Q: 3 clusters Score -91837.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91856.390625 Penalty: 3217.135742
	Iteration 19Q: 3 clusters Score -91856.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91868.195312 Penalty: 3217.135742
	Iteration 20F: 3 clusters Score -91868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91887.484375 Penalty: 3217.135742
	Iteration 21Q: 3 clusters Score -91887.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91895.031250 Penalty: 3217.135742
	Iteration 22Q: 3 clusters Score -91895.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91905.406250 Penalty: 3217.135742
	Iteration 23Q: 3 clusters Score -91905.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91907.484375 Penalty: 3217.135742
	Iteration 24Q: 3 clusters Score -91907.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91911.078125 Penalty: 3217.135742
	Iteration 25Q: 3 clusters Score -91911.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91921.468750 Penalty: 3217.135742
	Iteration 26Q: 3 clusters Score -91921.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -91930.820312 Penalty: 3217.135742
	Iteration 27Q: 3 clusters Score -91930.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91947.195312 Penalty: 3217.135742
	Iteration 28Q: 3 clusters Score -91947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91958.765625 Penalty: 3217.135742
	Iteration 29Q: 3 clusters Score -91958.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91963.148438 Penalty: 3217.135742
	Iteration 30Q: 3 clusters Score -91963.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91972.789062 Penalty: 3217.135742
	Iteration 31Q: 3 clusters Score -91972.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91982.218750 Penalty: 3217.135742
	Iteration 32Q: 3 clusters Score -91982.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91990.289062 Penalty: 3217.135742
	Iteration 33Q: 3 clusters Score -91990.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -91996.414062 Penalty: 3217.135742
	Iteration 34Q: 3 clusters Score -91996.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92003.226562 Penalty: 3217.135742
	Iteration 35Q: 3 clusters Score -92003.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92009.523438 Penalty: 3217.135742
	Iteration 36Q: 3 clusters Score -92009.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92013.382812 Penalty: 3217.135742
	Iteration 37Q: 3 clusters Score -92013.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92013.382812 Penalty: 3217.135742
	Iteration 38F: 3 clusters Score -92013.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Entering Unmasked Estep 
Score: -213267.296875 Penalty: 1809.342285
	Iteration 0F: 2 clusters Score -213267.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -210948.281250 Penalty: 3618.684570
	Iteration 0F: 3 clusters Score -210948.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -211343.437500 Penalty: 3618.684570
	Iteration 1F: 3 clusters Score -211343.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -211472.203125 Penalty: 3618.684570
	Iteration 2F: 3 clusters Score -211472.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211553.546875 Penalty: 3618.684570
	Iteration 3Q: 3 clusters Score -211553.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -211616.562500 Penalty: 3618.684570
	Iteration 4Q: 3 clusters Score -211616.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -211656.921875 Penalty: 3618.684570
	Iteration 5Q: 3 clusters Score -211656.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211688.031250 Penalty: 3618.684570
	Iteration 6Q: 3 clusters Score -211688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -211704.390625 Penalty: 3618.684570
	Iteration 7Q: 3 clusters Score -211704.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -211718.046875 Penalty: 3618.684570
	Iteration 8Q: 3 clusters Score -211718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -211742.171875 Penalty: 3618.684570
	Iteration 9Q: 3 clusters Score -211742.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -211770.968750 Penalty: 3618.684570
	Iteration 10Q: 3 clusters Score -211771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -211786.640625 Penalty: 3618.684570
	Iteration 11Q: 3 clusters Score -211786.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -211807.906250 Penalty: 3618.684570
	Iteration 12Q: 3 clusters Score -211807.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -211847.093750 Penalty: 3618.684570
	Iteration 13Q: 3 clusters Score -211847.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -211878.046875 Penalty: 3618.684570
	Iteration 14Q: 3 clusters Score -211878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -211903.796875 Penalty: 3618.684570
	Iteration 15Q: 3 clusters Score -211903.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -211935.656250 Penalty: 3618.684570
	Iteration 16Q: 3 clusters Score -211935.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -211967.109375 Penalty: 3618.684570
	Iteration 17Q: 3 clusters Score -211967.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -211998.609375 Penalty: 3618.684570
	Iteration 18Q: 3 clusters Score -211998.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -212025.187500 Penalty: 3618.684570
	Iteration 19Q: 3 clusters Score -212025.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -212052.500000 Penalty: 3618.684570
	Iteration 20F: 3 clusters Score -212052.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -212068.218750 Penalty: 3618.684570
	Iteration 21Q: 3 clusters Score -212068.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -212079.750000 Penalty: 3618.684570
	Iteration 22Q: 3 clusters Score -212079.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212087.203125 Penalty: 3618.684570
	Iteration 23Q: 3 clusters Score -212087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212094.015625 Penalty: 3618.684570
	Iteration 24Q: 3 clusters Score -212094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -212101.578125 Penalty: 3618.684570
	Iteration 25Q: 3 clusters Score -212101.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -212107.703125 Penalty: 3618.684570
	Iteration 26Q: 3 clusters Score -212107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -212115.421875 Penalty: 3618.684570
	Iteration 27Q: 3 clusters Score -212115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -212127.484375 Penalty: 3618.684570
	Iteration 28Q: 3 clusters Score -212127.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -212137.171875 Penalty: 3618.684570
	Iteration 29Q: 3 clusters Score -212137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -212141.312500 Penalty: 3618.684570
	Iteration 30Q: 3 clusters Score -212141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -212146.734375 Penalty: 3618.684570
	Iteration 31Q: 3 clusters Score -212146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -212147.093750 Penalty: 3618.684570
	Iteration 32Q: 3 clusters Score -212147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -212147.093750 Penalty: 3618.684570
	Iteration 33F: 3 clusters Score -212147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Entering Unmasked Estep 
Score: -1479966.750000 Penalty: 2271.260742
	Iteration 0F: 2 clusters Score -1479967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1472597.875000 Penalty: 4542.521484
	Iteration 0F: 3 clusters Score -1472598 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1474653.500000 Penalty: 4542.521484
	Iteration 1F: 3 clusters Score -1474654 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1474943.125000 Penalty: 4542.521484
	Iteration 2F: 3 clusters Score -1474943 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1475168.250000 Penalty: 4542.521484
	Iteration 3F: 3 clusters Score -1475168 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1475318.750000 Penalty: 4542.521484
	Iteration 4Q: 3 clusters Score -1475319 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1475445.000000 Penalty: 4542.521484
	Iteration 5Q: 3 clusters Score -1475445 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1475552.750000 Penalty: 4542.521484
	Iteration 6Q: 3 clusters Score -1475553 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1475625.750000 Penalty: 4542.521484
	Iteration 7Q: 3 clusters Score -1475626 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1475680.625000 Penalty: 4542.521484
	Iteration 8Q: 3 clusters Score -1475681 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1475730.500000 Penalty: 4542.521484
	Iteration 9Q: 3 clusters Score -1475730 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1475776.750000 Penalty: 4542.521484
	Iteration 10Q: 3 clusters Score -1475777 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1475818.875000 Penalty: 4542.521484
	Iteration 11Q: 3 clusters Score -1475819 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1475860.500000 Penalty: 4542.521484
	Iteration 12Q: 3 clusters Score -1475860 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1475900.875000 Penalty: 4542.521484
	Iteration 13Q: 3 clusters Score -1475901 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1475933.500000 Penalty: 4542.521484
	Iteration 14Q: 3 clusters Score -1475934 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1475973.125000 Penalty: 4542.521484
	Iteration 15Q: 3 clusters Score -1475973 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1476008.500000 Penalty: 4542.521484
	Iteration 16Q: 3 clusters Score -1476008 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1476042.125000 Penalty: 4542.521484
	Iteration 17Q: 3 clusters Score -1476042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1476082.000000 Penalty: 4542.521484
	Iteration 18Q: 3 clusters Score -1476082 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1476126.625000 Penalty: 4542.521484
	Iteration 19Q: 3 clusters Score -1476127 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1476201.000000 Penalty: 4542.521484
	Iteration 20F: 3 clusters Score -1476201 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1476301.375000 Penalty: 4542.521484
	Iteration 21Q: 3 clusters Score -1476301 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1476426.500000 Penalty: 4542.521484
	Iteration 22Q: 3 clusters Score -1476426 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1476581.125000 Penalty: 4542.521484
	Iteration 23Q: 3 clusters Score -1476581 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1476759.875000 Penalty: 4542.521484
	Iteration 24Q: 3 clusters Score -1476760 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1476947.625000 Penalty: 4542.521484
	Iteration 25Q: 3 clusters Score -1476948 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1477142.750000 Penalty: 4542.521484
	Iteration 26Q: 3 clusters Score -1477143 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1477322.125000 Penalty: 4542.521484
	Iteration 27Q: 3 clusters Score -1477322 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1477481.500000 Penalty: 4542.521484
	Iteration 28Q: 3 clusters Score -1477482 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1477598.125000 Penalty: 4542.521484
	Iteration 29Q: 3 clusters Score -1477598 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1477676.375000 Penalty: 4542.521484
	Iteration 30Q: 3 clusters Score -1477676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1477725.000000 Penalty: 4542.521484
	Iteration 31Q: 3 clusters Score -1477725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1477757.250000 Penalty: 4542.521484
	Iteration 32Q: 3 clusters Score -1477757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1477784.375000 Penalty: 4542.521484
	Iteration 33Q: 3 clusters Score -1477784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1477803.000000 Penalty: 4542.521484
	Iteration 34Q: 3 clusters Score -1477803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1477826.625000 Penalty: 4542.521484
	Iteration 35Q: 3 clusters Score -1477827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1477852.625000 Penalty: 4542.521484
	Iteration 36Q: 3 clusters Score -1477853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1477872.125000 Penalty: 4542.521484
	Iteration 37Q: 3 clusters Score -1477872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1477886.875000 Penalty: 4542.521484
	Iteration 38Q: 3 clusters Score -1477887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1477901.375000 Penalty: 4542.521484
	Iteration 39Q: 3 clusters Score -1477901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1477917.875000 Penalty: 4542.521484
	Iteration 40F: 3 clusters Score -1477918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1477926.875000 Penalty: 4542.521484
	Iteration 41Q: 3 clusters Score -1477927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1477932.875000 Penalty: 4542.521484
	Iteration 42Q: 3 clusters Score -1477933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1477942.625000 Penalty: 4542.521484
	Iteration 43Q: 3 clusters Score -1477943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1477955.250000 Penalty: 4542.521484
	Iteration 44Q: 3 clusters Score -1477955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1477962.125000 Penalty: 4542.521484
	Iteration 45Q: 3 clusters Score -1477962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1477965.000000 Penalty: 4542.521484
	Iteration 46Q: 3 clusters Score -1477965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1477969.000000 Penalty: 4542.521484
	Iteration 47Q: 3 clusters Score -1477969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1477968.750000 Penalty: 4542.521484
	Iteration 48Q: 3 clusters Score -1477969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1477970.750000 Penalty: 4542.521484
	Iteration 49Q: 3 clusters Score -1477971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1477971.875000 Penalty: 4542.521484
	Iteration 50Q: 3 clusters Score -1477972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1477971.250000 Penalty: 4542.521484
	Iteration 51Q: 3 clusters Score -1477971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1477971.250000 Penalty: 4542.521484
	Iteration 52F: 3 clusters Score -1477971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Entering Unmasked Estep 
Score: -31679.013672 Penalty: 1377.133911
	Iteration 0F: 2 clusters Score -31679.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30533.314453 Penalty: 2754.267822
	Iteration 0F: 3 clusters Score -30533.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30733.498047 Penalty: 2754.267822
	Iteration 1F: 3 clusters Score -30733.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30911.099609 Penalty: 2754.267822
	Iteration 2F: 3 clusters Score -30911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30965.003906 Penalty: 2754.267822
	Iteration 3Q: 3 clusters Score -30965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31001.431641 Penalty: 2754.267822
	Iteration 4Q: 3 clusters Score -31001.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31006.222656 Penalty: 2754.267822
	Iteration 5Q: 3 clusters Score -31006.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31009.169922 Penalty: 2754.267822
	Iteration 6Q: 3 clusters Score -31009.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31011.414062 Penalty: 2754.267822
	Iteration 7Q: 3 clusters Score -31011.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31016.595703 Penalty: 2754.267822
	Iteration 8Q: 3 clusters Score -31016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31037.685547 Penalty: 2754.267822
	Iteration 9Q: 3 clusters Score -31037.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -31073.308594 Penalty: 2754.267822
	Iteration 10Q: 3 clusters Score -31073.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31116.976562 Penalty: 2754.267822
	Iteration 11Q: 3 clusters Score -31116.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31116.976562 Penalty: 2754.267822
	Iteration 12F: 3 clusters Score -31116.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -14116.517578 Penalty: 1240.978638
	Iteration 0F: 2 clusters Score -14116.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13370.986328 Penalty: 2481.957275
	Iteration 0F: 3 clusters Score -13370.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -13539.512695 Penalty: 2481.957275
	Iteration 1F: 3 clusters Score -13539.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13576.679688 Penalty: 2481.957275
	Iteration 2Q: 3 clusters Score -13576.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -13606.578125 Penalty: 2481.957275
	Iteration 3Q: 3 clusters Score -13606.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -13618.655273 Penalty: 2481.957275
	Iteration 4Q: 3 clusters Score -13618.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -13630.817383 Penalty: 2481.957275
	Iteration 5Q: 3 clusters Score -13630.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13638.495117 Penalty: 2481.957275
	Iteration 6Q: 3 clusters Score -13638.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -13638.495117 Penalty: 2481.957275
	Iteration 7F: 3 clusters Score -13638.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -593450.125000 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -593450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -589691.875000 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -589691.9 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -590542.562500 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -590542.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -590705.812500 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -590705.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -590797.062500 Penalty: 4091.919189
	Iteration 3Q: 3 clusters Score -590797.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -590871.375000 Penalty: 4091.919189
	Iteration 4Q: 3 clusters Score -590871.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -590919.750000 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -590919.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -590957.875000 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -590957.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -590985.000000 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -590985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -591007.375000 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -591007.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -591032.062500 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -591032.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -591063.625000 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -591063.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -591090.937500 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -591090.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -591121.000000 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -591121 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -591147.312500 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -591147.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -591162.000000 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -591162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -591171.312500 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -591171.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -591184.187500 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -591184.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -591191.500000 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -591191.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -591197.250000 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -591197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -591202.750000 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -591202.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -591210.375000 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -591210.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -591222.937500 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -591222.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -591231.437500 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -591231.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -591240.312500 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -591240.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -591253.375000 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -591253.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -591263.812500 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -591263.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -591271.875000 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -591271.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -591279.625000 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -591279.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -591290.000000 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -591290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -591302.437500 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -591302.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -591310.562500 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -591310.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -591319.562500 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -591319.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -591332.937500 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -591332.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -591344.625000 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -591344.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -591361.250000 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -591361.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -591383.625000 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -591383.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -591410.750000 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -591410.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -591436.750000 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -591436.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -591465.125000 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -591465.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -591491.562500 Penalty: 4091.919189
	Iteration 39Q: 3 clusters Score -591491.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -591516.187500 Penalty: 4091.919189
	Iteration 40F: 3 clusters Score -591516.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -591538.062500 Penalty: 4091.919189
	Iteration 41Q: 3 clusters Score -591538.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -591567.312500 Penalty: 4091.919189
	Iteration 42Q: 3 clusters Score -591567.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -591613.875000 Penalty: 4091.919189
	Iteration 43Q: 3 clusters Score -591613.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -591677.250000 Penalty: 4091.919189
	Iteration 44Q: 3 clusters Score -591677.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -591723.187500 Penalty: 4091.919189
	Iteration 45Q: 3 clusters Score -591723.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -591756.062500 Penalty: 4091.919189
	Iteration 46Q: 3 clusters Score -591756.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -591789.312500 Penalty: 4091.919189
	Iteration 47Q: 3 clusters Score -591789.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -591818.937500 Penalty: 4091.919189
	Iteration 48Q: 3 clusters Score -591818.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -591843.562500 Penalty: 4091.919189
	Iteration 49Q: 3 clusters Score -591843.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -591873.437500 Penalty: 4091.919189
	Iteration 50Q: 3 clusters Score -591873.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -591909.187500 Penalty: 4091.919189
	Iteration 51Q: 3 clusters Score -591909.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -591937.125000 Penalty: 4091.919189
	Iteration 52Q: 3 clusters Score -591937.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -591967.875000 Penalty: 4091.919189
	Iteration 53Q: 3 clusters Score -591967.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -592002.437500 Penalty: 4091.919189
	Iteration 54Q: 3 clusters Score -592002.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -592040.250000 Penalty: 4091.919189
	Iteration 55Q: 3 clusters Score -592040.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -592083.750000 Penalty: 4091.919189
	Iteration 56Q: 3 clusters Score -592083.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -592118.562500 Penalty: 4091.919189
	Iteration 57Q: 3 clusters Score -592118.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -592140.625000 Penalty: 4091.919189
	Iteration 58Q: 3 clusters Score -592140.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -592154.062500 Penalty: 4091.919189
	Iteration 59Q: 3 clusters Score -592154.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -592165.687500 Penalty: 4091.919189
	Iteration 60F: 3 clusters Score -592165.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -592175.312500 Penalty: 4091.919189
	Iteration 61Q: 3 clusters Score -592175.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -592181.500000 Penalty: 4091.919189
	Iteration 62Q: 3 clusters Score -592181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -592183.500000 Penalty: 4091.919189
	Iteration 63Q: 3 clusters Score -592183.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -592186.562500 Penalty: 4091.919189
	Iteration 64Q: 3 clusters Score -592186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -592187.562500 Penalty: 4091.919189
	Iteration 65Q: 3 clusters Score -592187.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -592189.312500 Penalty: 4091.919189
	Iteration 66Q: 3 clusters Score -592189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -592191.750000 Penalty: 4091.919189
	Iteration 67Q: 3 clusters Score -592191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -592194.250000 Penalty: 4091.919189
	Iteration 68Q: 3 clusters Score -592194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -592196.687500 Penalty: 4091.919189
	Iteration 69Q: 3 clusters Score -592196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -592196.000000 Penalty: 4091.919189
	Iteration 70Q: 3 clusters Score -592196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -592196.000000 Penalty: 4091.919189
	Iteration 71F: 3 clusters Score -592196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Entering Unmasked Estep 
Score: -2274309.750000 Penalty: 2375.609863
	Iteration 0F: 2 clusters Score -2274310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2263755.750000 Penalty: 4751.219727
	Iteration 0F: 3 clusters Score -2263756 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2267141.000000 Penalty: 4751.219727
	Iteration 1F: 3 clusters Score -2267141 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2267482.250000 Penalty: 4751.219727
	Iteration 2F: 3 clusters Score -2267482 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2267759.500000 Penalty: 4751.219727
	Iteration 3Q: 3 clusters Score -2267760 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2268014.750000 Penalty: 4751.219727
	Iteration 4Q: 3 clusters Score -2268015 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2268251.500000 Penalty: 4751.219727
	Iteration 5Q: 3 clusters Score -2268252 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2268401.500000 Penalty: 4751.219727
	Iteration 6Q: 3 clusters Score -2268402 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2268551.500000 Penalty: 4751.219727
	Iteration 7Q: 3 clusters Score -2268552 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2268711.250000 Penalty: 4751.219727
	Iteration 8Q: 3 clusters Score -2268711 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2268854.250000 Penalty: 4751.219727
	Iteration 9Q: 3 clusters Score -2268854 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2268998.500000 Penalty: 4751.219727
	Iteration 10Q: 3 clusters Score -2268998 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2269177.750000 Penalty: 4751.219727
	Iteration 11Q: 3 clusters Score -2269178 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2269401.750000 Penalty: 4751.219727
	Iteration 12Q: 3 clusters Score -2269402 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2269643.500000 Penalty: 4751.219727
	Iteration 13Q: 3 clusters Score -2269644 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2269962.750000 Penalty: 4751.219727
	Iteration 14Q: 3 clusters Score -2269963 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2270350.750000 Penalty: 4751.219727
	Iteration 15Q: 3 clusters Score -2270351 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2270750.500000 Penalty: 4751.219727
	Iteration 16Q: 3 clusters Score -2270750 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2271173.750000 Penalty: 4751.219727
	Iteration 17Q: 3 clusters Score -2271174 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2271615.250000 Penalty: 4751.219727
	Iteration 18Q: 3 clusters Score -2271615 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2272048.500000 Penalty: 4751.219727
	Iteration 19Q: 3 clusters Score -2272048 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2272293.250000 Penalty: 4751.219727
	Iteration 20F: 3 clusters Score -2272293 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2272432.500000 Penalty: 4751.219727
	Iteration 21Q: 3 clusters Score -2272432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2272508.250000 Penalty: 4751.219727
	Iteration 22Q: 3 clusters Score -2272508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2272546.250000 Penalty: 4751.219727
	Iteration 23Q: 3 clusters Score -2272546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2272577.000000 Penalty: 4751.219727
	Iteration 24Q: 3 clusters Score -2272577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2272598.500000 Penalty: 4751.219727
	Iteration 25Q: 3 clusters Score -2272598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2272621.750000 Penalty: 4751.219727
	Iteration 26Q: 3 clusters Score -2272622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2272645.500000 Penalty: 4751.219727
	Iteration 27Q: 3 clusters Score -2272646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2272666.750000 Penalty: 4751.219727
	Iteration 28Q: 3 clusters Score -2272667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2272682.250000 Penalty: 4751.219727
	Iteration 29Q: 3 clusters Score -2272682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2272693.750000 Penalty: 4751.219727
	Iteration 30Q: 3 clusters Score -2272694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2272697.500000 Penalty: 4751.219727
	Iteration 31Q: 3 clusters Score -2272698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2272699.250000 Penalty: 4751.219727
	Iteration 32Q: 3 clusters Score -2272699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2272703.750000 Penalty: 4751.219727
	Iteration 33Q: 3 clusters Score -2272704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2272707.000000 Penalty: 4751.219727
	Iteration 34Q: 3 clusters Score -2272707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2272710.750000 Penalty: 4751.219727
	Iteration 35Q: 3 clusters Score -2272711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2272713.000000 Penalty: 4751.219727
	Iteration 36Q: 3 clusters Score -2272713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2272710.750000 Penalty: 4751.219727
	Iteration 37Q: 3 clusters Score -2272711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2272710.750000 Penalty: 4751.219727
	Iteration 38F: 3 clusters Score -2272711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -109918.156250 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -109918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108161.437500 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -108161.4 nChanged 187
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: -108445.632812 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -108445.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108553.664062 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -108553.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108615.601562 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -108615.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -108655.460938 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -108655.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -108674.789062 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -108674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108687.750000 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -108687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108699.421875 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -108699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108705.210938 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -108705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108714.132812 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -108714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108727.562500 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -108727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108744.898438 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -108744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108754.507812 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -108754.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108758.210938 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -108758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -108762.203125 Penalty: 3308.071045
	Iteration 14Q: 3 clusters Score -108762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -108773.750000 Penalty: 3308.071045
	Iteration 15Q: 3 clusters Score -108773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108783.375000 Penalty: 3308.071045
	Iteration 16Q: 3 clusters Score -108783.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -108788.390625 Penalty: 3308.071045
	Iteration 17Q: 3 clusters Score -108788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108789.039062 Penalty: 3308.071045
	Iteration 18Q: 3 clusters Score -108789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -108789.039062 Penalty: 3308.071045
	Iteration 19F: 3 clusters Score -108789 nChanged 0
--- Evaluating fit on full set of 1694237 points ---
Entering Unmasked Estep 
Score: -261018064.000000 Penalty: 124495.007812
25->36 Clusters: Score -261018064.000000, best is -261176000.000000

Main iterations: 0 (time per=infms)
Total iterations: 76329 (time per=274.527764ms)
Iterations metric 2: 3028239777792.000000 (time per=6.919673ns)
Iterations metric 3: 90837316796416.000000 (time per=230.680853ps)

That took 20954.429688 seconds.
